#562 by GitHub stars
a5c-ai/babysitter
Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
View weekly changes
library/methodologies/automaker/skills/agent-dispatch/SKILL.md
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library/methodologies/automaker/skills/code-review-gate/SKILL.md
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library/methodologies/automaker/skills/feature-intake/SKILL.md
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library/methodologies/automaker/skills/kanban-management/SKILL.md
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library/methodologies/automaker/skills/streaming-progress/SKILL.md
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library/methodologies/automaker/skills/test-automation/SKILL.md
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library/methodologies/automaker/skills/worktree-isolation/SKILL.md
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library/methodologies/bmad-method/skills/architecture-design/SKILL.md
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library/methodologies/bmad-method/skills/code-review/SKILL.md
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library/methodologies/bmad-method/skills/prd-creation/SKILL.md
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library/methodologies/bmad-method/skills/product-brief-creation/SKILL.md
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library/methodologies/bmad-method/skills/project-documentation/SKILL.md
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library/methodologies/bmad-method/skills/qa-testing/SKILL.md
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library/methodologies/bmad-method/skills/quick-flow/SKILL.md
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library/methodologies/bmad-method/skills/sprint-planning/SKILL.md
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library/methodologies/bmad-method/skills/story-development/SKILL.md
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library/methodologies/bmad-method/skills/ux-design/SKILL.md
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library/methodologies/cc10x/skills/architecture-patterns/SKILL.md
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library/methodologies/cc10x/skills/code-generation/SKILL.md
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library/methodologies/cc10x/skills/code-review-patterns/SKILL.md
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library/methodologies/cc10x/skills/debugging-patterns/SKILL.md
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library/methodologies/cc10x/skills/planning-patterns/SKILL.md
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library/methodologies/cc10x/skills/session-memory/SKILL.md
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library/methodologies/cc10x/skills/test-driven-development/SKILL.md
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library/methodologies/cc10x/skills/verification-before-completion/SKILL.md
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library/methodologies/ccpm/skills/audit-trail/SKILL.md
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library/methodologies/ccpm/skills/context-management/SKILL.md
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library/methodologies/ccpm/skills/epic-generation/SKILL.md
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library/methodologies/ccpm/skills/github-sync/SKILL.md
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library/methodologies/ccpm/skills/parallel-orchestration/SKILL.md
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library/methodologies/ccpm/skills/prd-creation/SKILL.md
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library/methodologies/ccpm/skills/progress-tracking/SKILL.md
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library/methodologies/ccpm/skills/task-decomposition/SKILL.md
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library/methodologies/claudekit/skills/checkpoint-management/SKILL.md
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library/methodologies/claudekit/skills/code-review-orchestration/SKILL.md
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library/methodologies/claudekit/skills/codebase-mapping/SKILL.md
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library/methodologies/claudekit/skills/file-guard/SKILL.md
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library/methodologies/claudekit/skills/hook-management/SKILL.md
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library/methodologies/claudekit/skills/research-orchestration/SKILL.md
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library/methodologies/claudekit/skills/spec-creation/SKILL.md
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library/methodologies/claudekit/skills/spec-execution/SKILL.md
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library/methodologies/cog-second-brain/skills/braindump-capture/SKILL.md
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library/methodologies/cog-second-brain/skills/daily-intelligence/SKILL.md
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library/methodologies/cog-second-brain/skills/knowledge-consolidation/SKILL.md
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library/methodologies/cog-second-brain/skills/meeting-processing/SKILL.md
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library/methodologies/cog-second-brain/skills/onboarding/SKILL.md
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library/methodologies/cog-second-brain/skills/team-intelligence/SKILL.md
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library/methodologies/cog-second-brain/skills/url-extraction/SKILL.md
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library/methodologies/cog-second-brain/skills/weekly-reflection/SKILL.md
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library/methodologies/everything-claude-code/skills/code-review-pipeline/SKILL.md
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library/methodologies/everything-claude-code/skills/context-engineering/SKILL.md
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library/methodologies/everything-claude-code/skills/continuous-learning/SKILL.md
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library/methodologies/everything-claude-code/skills/eval-harness/SKILL.md
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library/methodologies/everything-claude-code/skills/multi-service-orchestration/SKILL.md
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library/methodologies/everything-claude-code/skills/research-first-dev/SKILL.md
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library/methodologies/everything-claude-code/skills/security-scanning/SKILL.md
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library/methodologies/everything-claude-code/skills/tdd-enforcement/SKILL.md
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library/methodologies/gastown/skills/agent-coordination/SKILL.md
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library/methodologies/gastown/skills/convoy-management/SKILL.md
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library/methodologies/gastown/skills/formula-authoring/SKILL.md
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library/methodologies/gastown/skills/issue-tracking/SKILL.md
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library/methodologies/gastown/skills/merge-queue/SKILL.md
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library/methodologies/gastown/skills/patrol-monitoring/SKILL.md
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library/methodologies/gastown/skills/session-management/SKILL.md
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library/methodologies/gastown/skills/work-decomposition/SKILL.md
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library/methodologies/gsd/skills/context-engineering/SKILL.md
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library/methodologies/gsd/skills/frontmatter-parsing/SKILL.md
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library/methodologies/gsd/skills/git-integration/SKILL.md
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library/methodologies/gsd/skills/gsd-tools/SKILL.md
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library/methodologies/gsd/skills/model-profile-resolution/SKILL.md
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library/methodologies/gsd/skills/roadmap-management/SKILL.md
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library/methodologies/gsd/skills/state-management/SKILL.md
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library/methodologies/gsd/skills/template-scaffolding/SKILL.md
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Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/gsd/skills/verification-suite/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/maestro/skills/code-review-gate/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/maestro/skills/hotfix-triage/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/maestro/skills/knowledge-graph-management/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/maestro/skills/maintenance-orchestration/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/maestro/skills/requirements-interview/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/maestro/skills/specification-generation/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/maestro/skills/story-decomposition/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/maestro/skills/test-enforcement/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/metaswarm/skills/adversarial-review/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/metaswarm/skills/design-review-gate/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/metaswarm/skills/external-tool-coordination/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/metaswarm/skills/knowledge-curation/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/metaswarm/skills/orchestrated-execution/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/metaswarm/skills/plan-review-gate/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/metaswarm/skills/pr-shepherding/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/metaswarm/skills/work-unit-decomposition/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/pilot-shell/skills/behavior-contract/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/pilot-shell/skills/codebase-sync/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/pilot-shell/skills/context-preservation/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/pilot-shell/skills/persistent-memory/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/pilot-shell/skills/quality-hooks/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/pilot-shell/skills/spec-driven-development/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/pilot-shell/skills/strict-tdd/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/pilot-shell/skills/worktree-isolation/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/planning-with-files/skills/completion-verification/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/planning-with-files/skills/error-logging/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/planning-with-files/skills/findings-capture/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/planning-with-files/skills/plan-creation/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/planning-with-files/skills/progress-tracking/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/planning-with-files/skills/session-recovery/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/rpikit/skills/brainstorming/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/rpikit/skills/code-review/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/rpikit/skills/codebase-research/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/rpikit/skills/decision-documentation/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/rpikit/skills/finishing-work/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/rpikit/skills/plan-implementation/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/rpikit/skills/plan-writing/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/rpikit/skills/security-review/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/rpikit/skills/systematic-debugging/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/rpikit/skills/test-driven-development/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/rpikit/skills/verification/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/ruflo/skills/agent-booster/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/ruflo/skills/anti-drift/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/ruflo/skills/consensus-mechanisms/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/ruflo/skills/security-hardening/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/ruflo/skills/self-optimization/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/ruflo/skills/smart-routing/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/ruflo/skills/swarm-orchestration/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/ruflo/skills/vector-memory/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/spec-kit/skills/constitution-creation/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/spec-kit/skills/cross-artifact-analysis/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/spec-kit/skills/implementation-execution/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/spec-kit/skills/planning-design/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/spec-kit/skills/quality-checklist/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/spec-kit/skills/specification-writing/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/spec-kit/skills/task-decomposition/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/superpowers/skills/brainstorming/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/superpowers/skills/dispatching-parallel-agents/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/superpowers/skills/executing-plans/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/superpowers/skills/finishing-a-development-branch/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/superpowers/skills/receiving-code-review/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/superpowers/skills/requesting-code-review/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/superpowers/skills/subagent-driven-development/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/superpowers/skills/systematic-debugging/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/superpowers/skills/test-driven-development/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/superpowers/skills/using-git-worktrees/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/superpowers/skills/using-superpowers/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/superpowers/skills/verification-before-completion/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/superpowers/skills/writing-plans/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/methodologies/superpowers/skills/writing-skills/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/autogen-setup/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/autonomous-coding-engagement/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/autonomous-research-engineering/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/chain-of-thought-prompts/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/chroma-integration/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/closed-book-frontier-reasoning/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/constitutional-ai-prompts/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/content-moderation-api/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/crewai-setup/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/entity-memory-extraction/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/few-shot-example-gen/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/general-knowledge-reasoning/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/guardrails-ai-setup/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/haystack-pipeline/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/huggingface-classifier/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/langchain-chains/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/langchain-memory/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/langchain-react-agent/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/langchain-retriever/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/langchain-tools/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/langfuse-integration/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/langgraph-checkpoint/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/langgraph-hitl/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/langgraph-routing/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/langgraph-state-graph/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/langgraph-subgraph/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/langsmith-tracing/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/llamaindex-agent/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/llm-classifier/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/mcp-app-scaffolding/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/mcp-app-verification/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/mcp-csp-investigation/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/mcp-host-styling-integration/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/mcp-tool-resource-pattern/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/medical-agent/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/mem0-integration/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/memory-summarization/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/milvus-integration/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/multi-app-orchestration/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/multi-turn-tool-use/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/nemo-guardrails/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/opentelemetry-llm/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/phoenix-arize-setup/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/pii-redaction/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/pinecone-integration/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/prompt-compression/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/prompt-injection-detector/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/prompt-template-design/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/qdrant-integration/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/rag-chunking-strategy/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/rag-embedding-generation/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/rag-hybrid-search/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/rag-query-transformation/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/rag-reranking/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/rasa-nlu-integration/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/redis-memory-backend/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/semantic-kernel-setup/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/setfit-few-shot/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/single-file-bundling/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/spacy-ner/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/visual-pattern-induction/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/weaviate-integration/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/ai-agents-conversational/skills/zep-memory-integration/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/advanced-ds-library/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/algorithm-visualizer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/atcoder-client/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/code-profiler/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/code-template-manager/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/codeforces-api-client/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/combinatorics-calculator/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/complexity-analyzer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/cses-tracker/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/data-structure-selector/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/dp-optimizer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/dp-pattern-library/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/dp-state-designer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/flow-network-builder/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/geometry-algorithm-library/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/geometry-primitive-library/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/graph-algorithm-selector/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/graph-modeler/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/interview-problem-bank/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/interview-simulator/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/invariant-analyzer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/leetcode-problem-fetcher/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/micro-optimizer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/number-theory-toolkit/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/prime-sieve-generator/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/proof-assistant/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/segment-tree-builder/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/solution-comparator/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/solution-explainer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/string-algorithm-matcher/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/suffix-structure-builder/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/algorithms-optimization/skills/test-case-generator/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/backend-development/skills/backend-async-processing/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/backend-development/skills/background-job-processing/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/backend-development/skills/database-drivers-connectors/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/backend-development/skills/email-notification-delivery/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/backend-development/skills/growing-outside-in-systems/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/backend-development/skills/rust-async-runtime/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/backend-development/skills/webhook-verification/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/argparse-scaffolder/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/argument-validator-generator/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/bash-script-template/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/bats-test-scaffolder/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/blessed-widget-generator/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/bubble-tea-scaffolder/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/chalk-styling-system/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/chocolatey-package-generator/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/clap-scaffolder/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/cli-e2e-test-harness/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/cli-mock-stdin/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/cli-progress-bar-setup/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/cli-snapshot-tester/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/cli-table-formatter/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/click-scaffolder/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/cobra-scaffolder/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/code-signing-setup/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/commander-js-scaffolder/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/config-migration-generator/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/config-schema-validator/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/cosmiconfig-setup/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/cross-env-setup/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/cross-platform-path-handler/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/dotenv-integration/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/encoding-handler/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/env-var-mapper/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/getopts-parser-generator/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/goreleaser-setup/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/help-text-formatter/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/homebrew-formula-generator/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/ink-component-generator/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/inquirer-prompt-generator/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/line-ending-normalizer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/mcp-capability-declarator/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/mcp-error-code-mapper/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/mcp-inspector-integration/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/mcp-mock-client/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/mcp-resource-uri-designer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/mcp-sdk-python-bootstrapper/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
feb68abe397a → feb68abe397a
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → feb68abe397a
No earlier version was observed for comparison.
library/specializations/cli-mcp-development/skills/mcp-sdk-typescript-bootstrapper/SKILL.md
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library/specializations/cli-mcp-development/skills/mcp-tool-schema-generator/SKILL.md
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library/specializations/cli-mcp-development/skills/mutually-exclusive-group-handler/SKILL.md
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library/specializations/cli-mcp-development/skills/plugin-manifest-schema/SKILL.md
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library/specializations/cli-mcp-development/skills/posix-shell-validator/SKILL.md
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View on GitHubAdd to my skills
Verified commit feb68abe397acc14f32b34984975c48fedba2b33
git clone --filter=blob:none --no-checkout https://github.com/a5c-ai/babysitter.git .hotskills/a5c-ai-babysitter && git -C .hotskills/a5c-ai-babysitter checkout --detach feb68abe397acc14f32b34984975c48fedba2b33
# Copy each selected skill directory from .hotskills/a5c-ai-babysitter into .claude/skills/<skill-name>/git clone --filter=blob:none --no-checkout https://github.com/a5c-ai/babysitter.git .hotskills/a5c-ai-babysitter && git -C .hotskills/a5c-ai-babysitter checkout --detach feb68abe397acc14f32b34984975c48fedba2b33
# Copy each selected skill directory from .hotskills/a5c-ai-babysitter into .agents/skills/<skill-name>/git clone --filter=blob:none --no-checkout https://github.com/a5c-ai/babysitter.git .hotskills/a5c-ai-babysitter && git -C .hotskills/a5c-ai-babysitter checkout --detach feb68abe397acc14f32b34984975c48fedba2b33
# Copy each selected skill directory from .hotskills/a5c-ai-babysitter into .cursor/skills/<skill-name>/git clone --filter=blob:none --no-checkout https://github.com/a5c-ai/babysitter.git .hotskills/a5c-ai-babysitter && git -C .hotskills/a5c-ai-babysitter checkout --detach feb68abe397acc14f32b34984975c48fedba2b33
# Copy each selected skill directory from .hotskills/a5c-ai-babysitter into .gemini/skills/<skill-name>/1.9kGitHub stars
8stars in 7 days
2.1kskills in this repository
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Individual skills in this repository
- agent-dispatch
library/methodologies/automaker/skills/agent-dispatch - code-review-gate
library/methodologies/automaker/skills/code-review-gate - feature-intake
library/methodologies/automaker/skills/feature-intake - kanban-management
library/methodologies/automaker/skills/kanban-management - streaming-progress
library/methodologies/automaker/skills/streaming-progress - test-automation
library/methodologies/automaker/skills/test-automation - worktree-isolation
library/methodologies/automaker/skills/worktree-isolation - architecture-design
library/methodologies/bmad-method/skills/architecture-design - code-review
library/methodologies/bmad-method/skills/code-review - prd-creation
library/methodologies/bmad-method/skills/prd-creation - product-brief-creation
library/methodologies/bmad-method/skills/product-brief-creation - project-documentation
library/methodologies/bmad-method/skills/project-documentation - qa-testing
library/methodologies/bmad-method/skills/qa-testing - quick-flow
library/methodologies/bmad-method/skills/quick-flow - sprint-planning
library/methodologies/bmad-method/skills/sprint-planning - story-development
library/methodologies/bmad-method/skills/story-development - ux-design
library/methodologies/bmad-method/skills/ux-design - architecture-patterns
library/methodologies/cc10x/skills/architecture-patterns - code-generation
library/methodologies/cc10x/skills/code-generation - code-review-patterns
library/methodologies/cc10x/skills/code-review-patterns - debugging-patterns
library/methodologies/cc10x/skills/debugging-patterns - planning-patterns
library/methodologies/cc10x/skills/planning-patterns - session-memory
library/methodologies/cc10x/skills/session-memory - test-driven-development
library/methodologies/cc10x/skills/test-driven-development - verification-before-completion
library/methodologies/cc10x/skills/verification-before-completion - audit-trail
library/methodologies/ccpm/skills/audit-trail - context-management
library/methodologies/ccpm/skills/context-management - epic-generation
library/methodologies/ccpm/skills/epic-generation - github-sync
library/methodologies/ccpm/skills/github-sync - parallel-orchestration
library/methodologies/ccpm/skills/parallel-orchestration - prd-creation
library/methodologies/ccpm/skills/prd-creation - progress-tracking
library/methodologies/ccpm/skills/progress-tracking - task-decomposition
library/methodologies/ccpm/skills/task-decomposition - checkpoint-management
library/methodologies/claudekit/skills/checkpoint-management - code-review-orchestration
library/methodologies/claudekit/skills/code-review-orchestration - codebase-mapping
library/methodologies/claudekit/skills/codebase-mapping - file-guard
library/methodologies/claudekit/skills/file-guard - hook-management
library/methodologies/claudekit/skills/hook-management - research-orchestration
library/methodologies/claudekit/skills/research-orchestration - spec-creation
library/methodologies/claudekit/skills/spec-creation - spec-execution
library/methodologies/claudekit/skills/spec-execution - cog-braindump-capture
library/methodologies/cog-second-brain/skills/braindump-capture - cog-daily-intelligence
library/methodologies/cog-second-brain/skills/daily-intelligence - cog-knowledge-consolidation
library/methodologies/cog-second-brain/skills/knowledge-consolidation - cog-meeting-processing
library/methodologies/cog-second-brain/skills/meeting-processing - cog-onboarding
library/methodologies/cog-second-brain/skills/onboarding - cog-team-intelligence
library/methodologies/cog-second-brain/skills/team-intelligence - cog-url-extraction
library/methodologies/cog-second-brain/skills/url-extraction - cog-weekly-reflection
library/methodologies/cog-second-brain/skills/weekly-reflection - code-review-pipeline
library/methodologies/everything-claude-code/skills/code-review-pipeline - context-engineering
library/methodologies/everything-claude-code/skills/context-engineering - continuous-learning
library/methodologies/everything-claude-code/skills/continuous-learning - eval-harness
library/methodologies/everything-claude-code/skills/eval-harness - multi-service-orchestration
library/methodologies/everything-claude-code/skills/multi-service-orchestration - research-first-dev
library/methodologies/everything-claude-code/skills/research-first-dev - security-scanning
library/methodologies/everything-claude-code/skills/security-scanning - tdd-enforcement
library/methodologies/everything-claude-code/skills/tdd-enforcement - agent-coordination
library/methodologies/gastown/skills/agent-coordination - convoy-management
library/methodologies/gastown/skills/convoy-management - formula-authoring
library/methodologies/gastown/skills/formula-authoring - issue-tracking
library/methodologies/gastown/skills/issue-tracking - merge-queue
library/methodologies/gastown/skills/merge-queue - patrol-monitoring
library/methodologies/gastown/skills/patrol-monitoring - session-management
library/methodologies/gastown/skills/session-management - work-decomposition
library/methodologies/gastown/skills/work-decomposition - context-engineering
library/methodologies/gsd/skills/context-engineering - frontmatter-parsing
library/methodologies/gsd/skills/frontmatter-parsing - git-integration
library/methodologies/gsd/skills/git-integration - gsd-tools
library/methodologies/gsd/skills/gsd-tools - model-profile-resolution
library/methodologies/gsd/skills/model-profile-resolution - roadmap-management
library/methodologies/gsd/skills/roadmap-management - state-management
library/methodologies/gsd/skills/state-management - template-scaffolding
library/methodologies/gsd/skills/template-scaffolding - verification-suite
library/methodologies/gsd/skills/verification-suite - code-review-gate
library/methodologies/maestro/skills/code-review-gate - hotfix-triage
library/methodologies/maestro/skills/hotfix-triage - knowledge-graph-management
library/methodologies/maestro/skills/knowledge-graph-management - maintenance-orchestration
library/methodologies/maestro/skills/maintenance-orchestration - requirements-interview
library/methodologies/maestro/skills/requirements-interview - specification-generation
library/methodologies/maestro/skills/specification-generation - story-decomposition
library/methodologies/maestro/skills/story-decomposition - test-enforcement
library/methodologies/maestro/skills/test-enforcement - adversarial-review
library/methodologies/metaswarm/skills/adversarial-review - design-review-gate
library/methodologies/metaswarm/skills/design-review-gate - external-tool-coordination
library/methodologies/metaswarm/skills/external-tool-coordination - knowledge-curation
library/methodologies/metaswarm/skills/knowledge-curation - orchestrated-execution
library/methodologies/metaswarm/skills/orchestrated-execution - plan-review-gate
library/methodologies/metaswarm/skills/plan-review-gate - pr-shepherding
library/methodologies/metaswarm/skills/pr-shepherding - work-unit-decomposition
library/methodologies/metaswarm/skills/work-unit-decomposition - behavior-contract
library/methodologies/pilot-shell/skills/behavior-contract - codebase-sync
library/methodologies/pilot-shell/skills/codebase-sync - context-preservation
library/methodologies/pilot-shell/skills/context-preservation - persistent-memory
library/methodologies/pilot-shell/skills/persistent-memory - quality-hooks
library/methodologies/pilot-shell/skills/quality-hooks - spec-driven-development
library/methodologies/pilot-shell/skills/spec-driven-development - strict-tdd
library/methodologies/pilot-shell/skills/strict-tdd - worktree-isolation
library/methodologies/pilot-shell/skills/worktree-isolation - completion-verification
library/methodologies/planning-with-files/skills/completion-verification - error-logging
library/methodologies/planning-with-files/skills/error-logging - findings-capture
library/methodologies/planning-with-files/skills/findings-capture - plan-creation
library/methodologies/planning-with-files/skills/plan-creation - progress-tracking
library/methodologies/planning-with-files/skills/progress-tracking - session-recovery
library/methodologies/planning-with-files/skills/session-recovery - brainstorming
library/methodologies/rpikit/skills/brainstorming - code-review
library/methodologies/rpikit/skills/code-review - codebase-research
library/methodologies/rpikit/skills/codebase-research - decision-documentation
library/methodologies/rpikit/skills/decision-documentation - finishing-work
library/methodologies/rpikit/skills/finishing-work - plan-implementation
library/methodologies/rpikit/skills/plan-implementation - plan-writing
library/methodologies/rpikit/skills/plan-writing - security-review
library/methodologies/rpikit/skills/security-review - systematic-debugging
library/methodologies/rpikit/skills/systematic-debugging - test-driven-development
library/methodologies/rpikit/skills/test-driven-development - verification
library/methodologies/rpikit/skills/verification - agent-booster
library/methodologies/ruflo/skills/agent-booster - anti-drift
library/methodologies/ruflo/skills/anti-drift - consensus-mechanisms
library/methodologies/ruflo/skills/consensus-mechanisms - security-hardening
library/methodologies/ruflo/skills/security-hardening - self-optimization
library/methodologies/ruflo/skills/self-optimization - smart-routing
library/methodologies/ruflo/skills/smart-routing - swarm-orchestration
library/methodologies/ruflo/skills/swarm-orchestration - vector-memory
library/methodologies/ruflo/skills/vector-memory - constitution-creation
library/methodologies/spec-kit/skills/constitution-creation - cross-artifact-analysis
library/methodologies/spec-kit/skills/cross-artifact-analysis - implementation-execution
library/methodologies/spec-kit/skills/implementation-execution - planning-design
library/methodologies/spec-kit/skills/planning-design - quality-checklist
library/methodologies/spec-kit/skills/quality-checklist - specification-writing
library/methodologies/spec-kit/skills/specification-writing - task-decomposition
library/methodologies/spec-kit/skills/task-decomposition - brainstorming
library/methodologies/superpowers/skills/brainstorming - dispatching-parallel-agents
library/methodologies/superpowers/skills/dispatching-parallel-agents - executing-plans
library/methodologies/superpowers/skills/executing-plans - finishing-a-development-branch
library/methodologies/superpowers/skills/finishing-a-development-branch - receiving-code-review
library/methodologies/superpowers/skills/receiving-code-review - requesting-code-review
library/methodologies/superpowers/skills/requesting-code-review - subagent-driven-development
library/methodologies/superpowers/skills/subagent-driven-development - systematic-debugging
library/methodologies/superpowers/skills/systematic-debugging - test-driven-development
library/methodologies/superpowers/skills/test-driven-development - using-git-worktrees
library/methodologies/superpowers/skills/using-git-worktrees - using-superpowers
library/methodologies/superpowers/skills/using-superpowers - verification-before-completion
library/methodologies/superpowers/skills/verification-before-completion - writing-plans
library/methodologies/superpowers/skills/writing-plans - writing-skills
library/methodologies/superpowers/skills/writing-skills - autogen-setup
library/specializations/ai-agents-conversational/skills/autogen-setup - autonomous-coding-engagement
library/specializations/ai-agents-conversational/skills/autonomous-coding-engagement - autonomous-research-engineering
library/specializations/ai-agents-conversational/skills/autonomous-research-engineering - chain-of-thought-prompts
library/specializations/ai-agents-conversational/skills/chain-of-thought-prompts - chroma-integration
library/specializations/ai-agents-conversational/skills/chroma-integration - closed-book-frontier-reasoning
library/specializations/ai-agents-conversational/skills/closed-book-frontier-reasoning - constitutional-ai-prompts
library/specializations/ai-agents-conversational/skills/constitutional-ai-prompts - content-moderation-api
library/specializations/ai-agents-conversational/skills/content-moderation-api - crewai-setup
library/specializations/ai-agents-conversational/skills/crewai-setup - entity-memory-extraction
library/specializations/ai-agents-conversational/skills/entity-memory-extraction - few-shot-example-gen
library/specializations/ai-agents-conversational/skills/few-shot-example-gen - general-knowledge-reasoning
library/specializations/ai-agents-conversational/skills/general-knowledge-reasoning - guardrails-ai-setup
library/specializations/ai-agents-conversational/skills/guardrails-ai-setup - haystack-pipeline
library/specializations/ai-agents-conversational/skills/haystack-pipeline - huggingface-classifier
library/specializations/ai-agents-conversational/skills/huggingface-classifier - langchain-chains
library/specializations/ai-agents-conversational/skills/langchain-chains - langchain-memory
library/specializations/ai-agents-conversational/skills/langchain-memory - langchain-react-agent
library/specializations/ai-agents-conversational/skills/langchain-react-agent - langchain-retriever
library/specializations/ai-agents-conversational/skills/langchain-retriever - langchain-tools
library/specializations/ai-agents-conversational/skills/langchain-tools - langfuse-integration
library/specializations/ai-agents-conversational/skills/langfuse-integration - langgraph-checkpoint
library/specializations/ai-agents-conversational/skills/langgraph-checkpoint - langgraph-hitl
library/specializations/ai-agents-conversational/skills/langgraph-hitl - langgraph-routing
library/specializations/ai-agents-conversational/skills/langgraph-routing - langgraph-state-graph
library/specializations/ai-agents-conversational/skills/langgraph-state-graph - langgraph-subgraph
library/specializations/ai-agents-conversational/skills/langgraph-subgraph - langsmith-tracing
library/specializations/ai-agents-conversational/skills/langsmith-tracing - llamaindex-agent
library/specializations/ai-agents-conversational/skills/llamaindex-agent - llm-classifier
library/specializations/ai-agents-conversational/skills/llm-classifier - mcp-app-scaffolding
library/specializations/ai-agents-conversational/skills/mcp-app-scaffolding - mcp-app-verification
library/specializations/ai-agents-conversational/skills/mcp-app-verification - mcp-csp-investigation
library/specializations/ai-agents-conversational/skills/mcp-csp-investigation - mcp-host-styling-integration
library/specializations/ai-agents-conversational/skills/mcp-host-styling-integration - mcp-tool-resource-pattern
library/specializations/ai-agents-conversational/skills/mcp-tool-resource-pattern - medical-agent
library/specializations/ai-agents-conversational/skills/medical-agent - mem0-integration
library/specializations/ai-agents-conversational/skills/mem0-integration - memory-summarization
library/specializations/ai-agents-conversational/skills/memory-summarization - milvus-integration
library/specializations/ai-agents-conversational/skills/milvus-integration - multi-app-orchestration
library/specializations/ai-agents-conversational/skills/multi-app-orchestration - multi-turn-tool-use
library/specializations/ai-agents-conversational/skills/multi-turn-tool-use - nemo-guardrails
library/specializations/ai-agents-conversational/skills/nemo-guardrails - opentelemetry-llm
library/specializations/ai-agents-conversational/skills/opentelemetry-llm - phoenix-arize-setup
library/specializations/ai-agents-conversational/skills/phoenix-arize-setup - pii-redaction
library/specializations/ai-agents-conversational/skills/pii-redaction - pinecone-integration
library/specializations/ai-agents-conversational/skills/pinecone-integration - prompt-compression
library/specializations/ai-agents-conversational/skills/prompt-compression - prompt-injection-detector
library/specializations/ai-agents-conversational/skills/prompt-injection-detector - prompt-template-design
library/specializations/ai-agents-conversational/skills/prompt-template-design - qdrant-integration
library/specializations/ai-agents-conversational/skills/qdrant-integration - rag-chunking-strategy
library/specializations/ai-agents-conversational/skills/rag-chunking-strategy - rag-embedding-generation
library/specializations/ai-agents-conversational/skills/rag-embedding-generation - rag-hybrid-search
library/specializations/ai-agents-conversational/skills/rag-hybrid-search - rag-query-transformation
library/specializations/ai-agents-conversational/skills/rag-query-transformation - rag-reranking
library/specializations/ai-agents-conversational/skills/rag-reranking - rasa-nlu-integration
library/specializations/ai-agents-conversational/skills/rasa-nlu-integration - redis-memory-backend
library/specializations/ai-agents-conversational/skills/redis-memory-backend - semantic-kernel-setup
library/specializations/ai-agents-conversational/skills/semantic-kernel-setup - setfit-few-shot
library/specializations/ai-agents-conversational/skills/setfit-few-shot - single-file-bundling
library/specializations/ai-agents-conversational/skills/single-file-bundling - spacy-ner
library/specializations/ai-agents-conversational/skills/spacy-ner - visual-pattern-induction
library/specializations/ai-agents-conversational/skills/visual-pattern-induction - weaviate-integration
library/specializations/ai-agents-conversational/skills/weaviate-integration - zep-memory-integration
library/specializations/ai-agents-conversational/skills/zep-memory-integration - advanced-ds-library
library/specializations/algorithms-optimization/skills/advanced-ds-library - algorithm-visualizer
library/specializations/algorithms-optimization/skills/algorithm-visualizer - atcoder-client
library/specializations/algorithms-optimization/skills/atcoder-client - code-profiler
library/specializations/algorithms-optimization/skills/code-profiler - code-template-manager
library/specializations/algorithms-optimization/skills/code-template-manager - codeforces-api-client
library/specializations/algorithms-optimization/skills/codeforces-api-client - combinatorics-calculator
library/specializations/algorithms-optimization/skills/combinatorics-calculator - complexity-analyzer
library/specializations/algorithms-optimization/skills/complexity-analyzer - cses-tracker
library/specializations/algorithms-optimization/skills/cses-tracker - data-structure-selector
library/specializations/algorithms-optimization/skills/data-structure-selector - dp-optimizer
library/specializations/algorithms-optimization/skills/dp-optimizer - dp-pattern-library
library/specializations/algorithms-optimization/skills/dp-pattern-library - dp-state-designer
library/specializations/algorithms-optimization/skills/dp-state-designer - flow-network-builder
library/specializations/algorithms-optimization/skills/flow-network-builder - geometry-algorithm-library
library/specializations/algorithms-optimization/skills/geometry-algorithm-library - geometry-primitive-library
library/specializations/algorithms-optimization/skills/geometry-primitive-library - graph-algorithm-selector
library/specializations/algorithms-optimization/skills/graph-algorithm-selector - graph-modeler
library/specializations/algorithms-optimization/skills/graph-modeler - interview-problem-bank
library/specializations/algorithms-optimization/skills/interview-problem-bank - interview-simulator
library/specializations/algorithms-optimization/skills/interview-simulator - invariant-analyzer
library/specializations/algorithms-optimization/skills/invariant-analyzer - leetcode-problem-fetcher
library/specializations/algorithms-optimization/skills/leetcode-problem-fetcher - micro-optimizer
library/specializations/algorithms-optimization/skills/micro-optimizer - number-theory-toolkit
library/specializations/algorithms-optimization/skills/number-theory-toolkit - prime-sieve-generator
library/specializations/algorithms-optimization/skills/prime-sieve-generator - proof-assistant
library/specializations/algorithms-optimization/skills/proof-assistant - segment-tree-builder
library/specializations/algorithms-optimization/skills/segment-tree-builder - solution-comparator
library/specializations/algorithms-optimization/skills/solution-comparator - solution-explainer
library/specializations/algorithms-optimization/skills/solution-explainer - string-algorithm-matcher
library/specializations/algorithms-optimization/skills/string-algorithm-matcher - suffix-structure-builder
library/specializations/algorithms-optimization/skills/suffix-structure-builder - test-case-generator
library/specializations/algorithms-optimization/skills/test-case-generator - backend-async-processing
library/specializations/backend-development/skills/backend-async-processing - background-job-processing
library/specializations/backend-development/skills/background-job-processing - database-drivers-connectors
library/specializations/backend-development/skills/database-drivers-connectors - email-notification-delivery
library/specializations/backend-development/skills/email-notification-delivery - growing-outside-in-systems
library/specializations/backend-development/skills/growing-outside-in-systems - rust-async-runtime
library/specializations/backend-development/skills/rust-async-runtime - webhook-verification
library/specializations/backend-development/skills/webhook-verification - argparse-scaffolder
library/specializations/cli-mcp-development/skills/argparse-scaffolder - argument-validator-generator
library/specializations/cli-mcp-development/skills/argument-validator-generator - bash-script-template
library/specializations/cli-mcp-development/skills/bash-script-template - bats-test-scaffolder
library/specializations/cli-mcp-development/skills/bats-test-scaffolder - blessed-widget-generator
library/specializations/cli-mcp-development/skills/blessed-widget-generator - bubble-tea-scaffolder
library/specializations/cli-mcp-development/skills/bubble-tea-scaffolder - chalk-styling-system
library/specializations/cli-mcp-development/skills/chalk-styling-system - chocolatey-package-generator
library/specializations/cli-mcp-development/skills/chocolatey-package-generator - clap-scaffolder
library/specializations/cli-mcp-development/skills/clap-scaffolder - cli-e2e-test-harness
library/specializations/cli-mcp-development/skills/cli-e2e-test-harness - cli-mock-stdin
library/specializations/cli-mcp-development/skills/cli-mock-stdin - cli-progress-bar-setup
library/specializations/cli-mcp-development/skills/cli-progress-bar-setup - cli-snapshot-tester
library/specializations/cli-mcp-development/skills/cli-snapshot-tester - cli-table-formatter
library/specializations/cli-mcp-development/skills/cli-table-formatter - click-scaffolder
library/specializations/cli-mcp-development/skills/click-scaffolder - cobra-scaffolder
library/specializations/cli-mcp-development/skills/cobra-scaffolder - code-signing-setup
library/specializations/cli-mcp-development/skills/code-signing-setup - commander-js-scaffolder
library/specializations/cli-mcp-development/skills/commander-js-scaffolder - config-migration-generator
library/specializations/cli-mcp-development/skills/config-migration-generator - config-schema-validator
library/specializations/cli-mcp-development/skills/config-schema-validator - cosmiconfig-setup
library/specializations/cli-mcp-development/skills/cosmiconfig-setup - cross-env-setup
library/specializations/cli-mcp-development/skills/cross-env-setup - cross-platform-path-handler
library/specializations/cli-mcp-development/skills/cross-platform-path-handler - dotenv-integration
library/specializations/cli-mcp-development/skills/dotenv-integration - encoding-handler
library/specializations/cli-mcp-development/skills/encoding-handler - env-var-mapper
library/specializations/cli-mcp-development/skills/env-var-mapper - getopts-parser-generator
library/specializations/cli-mcp-development/skills/getopts-parser-generator - goreleaser-setup
library/specializations/cli-mcp-development/skills/goreleaser-setup - help-text-formatter
library/specializations/cli-mcp-development/skills/help-text-formatter - homebrew-formula-generator
library/specializations/cli-mcp-development/skills/homebrew-formula-generator - ink-component-generator
library/specializations/cli-mcp-development/skills/ink-component-generator - inquirer-prompt-generator
library/specializations/cli-mcp-development/skills/inquirer-prompt-generator - line-ending-normalizer
library/specializations/cli-mcp-development/skills/line-ending-normalizer - mcp-capability-declarator
library/specializations/cli-mcp-development/skills/mcp-capability-declarator - mcp-error-code-mapper
library/specializations/cli-mcp-development/skills/mcp-error-code-mapper - mcp-inspector-integration
library/specializations/cli-mcp-development/skills/mcp-inspector-integration - mcp-mock-client
library/specializations/cli-mcp-development/skills/mcp-mock-client - mcp-resource-uri-designer
library/specializations/cli-mcp-development/skills/mcp-resource-uri-designer - mcp-sdk-python-bootstrapper
library/specializations/cli-mcp-development/skills/mcp-sdk-python-bootstrapper - mcp-sdk-typescript-bootstrapper
library/specializations/cli-mcp-development/skills/mcp-sdk-typescript-bootstrapper - mcp-tool-schema-generator
library/specializations/cli-mcp-development/skills/mcp-tool-schema-generator - mcp-transport-sse-setup
library/specializations/cli-mcp-development/skills/mcp-transport-sse-setup - mcp-transport-websocket-setup
library/specializations/cli-mcp-development/skills/mcp-transport-websocket-setup - mutually-exclusive-group-handler
library/specializations/cli-mcp-development/skills/mutually-exclusive-group-handler - npm-publish-config
library/specializations/cli-mcp-development/skills/npm-publish-config - oclif-scaffolder
library/specializations/cli-mcp-development/skills/oclif-scaffolder - ora-spinner-integration
library/specializations/cli-mcp-development/skills/ora-spinner-integration - pkg-binary-builder
library/specializations/cli-mcp-development/skills/pkg-binary-builder - plugin-dependency-resolver
library/specializations/cli-mcp-development/skills/plugin-dependency-resolver - plugin-hook-system
library/specializations/cli-mcp-development/skills/plugin-hook-system - plugin-loader-generator
library/specializations/cli-mcp-development/skills/plugin-loader-generator - plugin-manifest-schema
library/specializations/cli-mcp-development/skills/plugin-manifest-schema - plugin-sandbox-setup
library/specializations/cli-mcp-development/skills/plugin-sandbox-setup - posix-shell-validator
library/specializations/cli-mcp-development/skills/posix-shell-validator - pyinstaller-config
library/specializations/cli-mcp-development/skills/pyinstaller-config - scoop-manifest-generator
library/specializations/cli-mcp-development/skills/scoop-manifest-generator - shell-completion-generator
library/specializations/cli-mcp-development/skills/shell-completion-generator - shellcheck-config-generator
library/specializations/cli-mcp-development/skills/shellcheck-config-generator - terminal-capability-detector
library/specializations/cli-mcp-development/skills/terminal-capability-detector - textual-scaffolder
library/specializations/cli-mcp-development/skills/textual-scaffolder - trap-handler-generator
library/specializations/cli-mcp-development/skills/trap-handler-generator - tui-test-renderer
library/specializations/cli-mcp-development/skills/tui-test-renderer - viper-go-setup
library/specializations/cli-mcp-development/skills/viper-go-setup - yaml-json-toml-loader
library/specializations/cli-mcp-development/skills/yaml-json-toml-loader - yargs-scaffolder
library/specializations/cli-mcp-development/skills/yargs-scaffolder - api-compatibility-analyzer
library/specializations/code-migration-modernization/skills/api-compatibility-analyzer - api-inventory-scanner
library/specializations/code-migration-modernization/skills/api-inventory-scanner - architecture-analyzer
library/specializations/code-migration-modernization/skills/architecture-analyzer - authentication-migrator
library/specializations/code-migration-modernization/skills/authentication-migrator - build-system-migrator
library/specializations/code-migration-modernization/skills/build-system-migrator - characterization-test-generator
library/specializations/code-migration-modernization/skills/characterization-test-generator - cloud-cost-estimator
library/specializations/code-migration-modernization/skills/cloud-cost-estimator - cloud-readiness-assessor
library/specializations/code-migration-modernization/skills/cloud-readiness-assessor - code-smell-detector
library/specializations/code-migration-modernization/skills/code-smell-detector - codemod-executor
library/specializations/code-migration-modernization/skills/codemod-executor - compliance-validator
library/specializations/code-migration-modernization/skills/compliance-validator - configuration-migrator
library/specializations/code-migration-modernization/skills/configuration-migrator - containerization-assistant
library/specializations/code-migration-modernization/skills/containerization-assistant - contract-test-generator
library/specializations/code-migration-modernization/skills/contract-test-generator - data-migration-validator
library/specializations/code-migration-modernization/skills/data-migration-validator - dead-code-eliminator
library/specializations/code-migration-modernization/skills/dead-code-eliminator - dependency-scanner
library/specializations/code-migration-modernization/skills/dependency-scanner - dependency-updater
library/specializations/code-migration-modernization/skills/dependency-updater - documentation-generator
library/specializations/code-migration-modernization/skills/documentation-generator - domain-model-extractor
library/specializations/code-migration-modernization/skills/domain-model-extractor - etl-pipeline-builder
library/specializations/code-migration-modernization/skills/etl-pipeline-builder - event-sourcing-migrator
library/specializations/code-migration-modernization/skills/event-sourcing-migrator - framework-compatibility-checker
library/specializations/code-migration-modernization/skills/framework-compatibility-checker - iac-generator
library/specializations/code-migration-modernization/skills/iac-generator - knowledge-extractor
library/specializations/code-migration-modernization/skills/knowledge-extractor - legacy-code-interpreter
library/specializations/code-migration-modernization/skills/legacy-code-interpreter - license-compliance-checker
library/specializations/code-migration-modernization/skills/license-compliance-checker - logging-migrator
library/specializations/code-migration-modernization/skills/logging-migrator - migration-validator
library/specializations/code-migration-modernization/skills/migration-validator - openapi-generator
library/specializations/code-migration-modernization/skills/openapi-generator - performance-baseline-capturer
library/specializations/code-migration-modernization/skills/performance-baseline-capturer - query-translator
library/specializations/code-migration-modernization/skills/query-translator - refactoring-assistant
library/specializations/code-migration-modernization/skills/refactoring-assistant - rollback-automation-skill
library/specializations/code-migration-modernization/skills/rollback-automation-skill - schema-comparator
library/specializations/code-migration-modernization/skills/schema-comparator - soap-to-rest-converter
library/specializations/code-migration-modernization/skills/soap-to-rest-converter - static-code-analyzer
library/specializations/code-migration-modernization/skills/static-code-analyzer - strangler-fig-orchestrator
library/specializations/code-migration-modernization/skills/strangler-fig-orchestrator - technical-debt-quantifier
library/specializations/code-migration-modernization/skills/technical-debt-quantifier - test-coverage-analyzer
library/specializations/code-migration-modernization/skills/test-coverage-analyzer - ui-component-migrator
library/specializations/code-migration-modernization/skills/ui-component-migrator - vulnerability-scanner
library/specializations/code-migration-modernization/skills/vulnerability-scanner - six-dimension-code-review
library/specializations/collaboration/skills/six-dimension-code-review - compression-archiving
library/specializations/common-utilities/skills/compression-archiving - date-time-manipulation
library/specializations/common-utilities/skills/date-time-manipulation - editor-fluency
library/specializations/common-utilities/skills/editor-fluency - json-data-wrangling
library/specializations/common-utilities/skills/json-data-wrangling - python-implementation
library/specializations/common-utilities/skills/python-implementation - vision-extraction
library/specializations/common-utilities/skills/vision-extraction - bug-bounty
library/specializations/cryptography-blockchain/skills/bug-bounty - certora-prover
library/specializations/cryptography-blockchain/skills/certora-prover - chain-forensics
library/specializations/cryptography-blockchain/skills/chain-forensics - consensus-protocols
library/specializations/cryptography-blockchain/skills/consensus-protocols - cross-chain
library/specializations/cryptography-blockchain/skills/cross-chain - crypto-primitives
library/specializations/cryptography-blockchain/skills/crypto-primitives - defi-protocols
library/specializations/cryptography-blockchain/skills/defi-protocols - echidna-fuzzer
library/specializations/cryptography-blockchain/skills/echidna-fuzzer - evm-analysis
library/specializations/cryptography-blockchain/skills/evm-analysis - foundry-framework
library/specializations/cryptography-blockchain/skills/foundry-framework - gas-optimization
library/specializations/cryptography-blockchain/skills/gas-optimization - hardhat-framework
library/specializations/cryptography-blockchain/skills/hardhat-framework - mythril-symbolic
library/specializations/cryptography-blockchain/skills/mythril-symbolic - node-operations
library/specializations/cryptography-blockchain/skills/node-operations - openzeppelin
library/specializations/cryptography-blockchain/skills/openzeppelin - slither-analysis
library/specializations/cryptography-blockchain/skills/slither-analysis - solidity-dev
library/specializations/cryptography-blockchain/skills/solidity-dev - subgraph-indexing
library/specializations/cryptography-blockchain/skills/subgraph-indexing - tokenomics
library/specializations/cryptography-blockchain/skills/tokenomics - wallet-integration
library/specializations/cryptography-blockchain/skills/wallet-integration - zk-circuits
library/specializations/cryptography-blockchain/skills/zk-circuits - A/B Test Statistical Analyzer
library/specializations/data-engineering-analytics/skills/ab-test-statistical-analyzer - airflow-dag-analyzer
library/specializations/data-engineering-analytics/skills/airflow-dag-analyzer - Apache Spark Optimizer
library/specializations/data-engineering-analytics/skills/apache-spark-optimizer - batch-vs-stream-tradeoffs
library/specializations/data-engineering-analytics/skills/batch-vs-stream-tradeoffs - BI Semantic Layer Generator
library/specializations/data-engineering-analytics/skills/bi-semantic-layer-generator - CDC Pattern Implementer
library/specializations/data-engineering-analytics/skills/cdc-pattern-implementer - Cost Optimizer (Cloud Data Platforms)
library/specializations/data-engineering-analytics/skills/cost-optimizer - Data Catalog Enricher
library/specializations/data-engineering-analytics/skills/data-catalog-enricher - data-lineage-mapper
library/specializations/data-engineering-analytics/skills/data-lineage-mapper - data-quality-profiler
library/specializations/data-engineering-analytics/skills/data-quality-profiler - dbt-project-analyzer
library/specializations/data-engineering-analytics/skills/dbt-project-analyzer - Dimensional Model Validator
library/specializations/data-engineering-analytics/skills/dimensional-model-validator - etl-testing
library/specializations/data-engineering-analytics/skills/etl-testing - Feature Engineering Optimizer
library/specializations/data-engineering-analytics/skills/feature-engineering-optimizer - Great Expectations Generator
library/specializations/data-engineering-analytics/skills/great-expectations-generator - Incremental Model Strategy Selector
library/specializations/data-engineering-analytics/skills/incremental-model-strategy-selector - Kafka Topic Designer
library/specializations/data-engineering-analytics/skills/kafka-topic-designer - OBT Design Optimizer
library/specializations/data-engineering-analytics/skills/obt-design-optimizer - SCD Implementation Generator
library/specializations/data-engineering-analytics/skills/scd-implementation-generator - Schema Evolution Manager
library/specializations/data-engineering-analytics/skills/schema-evolution-manager - spark-jobs
library/specializations/data-engineering-analytics/skills/spark-jobs - sql-query-optimizer
library/specializations/data-engineering-analytics/skills/sql-query-optimizer - Stream Processing Windowing Designer
library/specializations/data-engineering-analytics/skills/stream-processing-windowing-designer - alibi-explainer
library/specializations/data-science-ml/skills/alibi-explainer - arize-observability
library/specializations/data-science-ml/skills/arize-observability - bentoml-model-packager
library/specializations/data-science-ml/skills/bentoml-model-packager - dvc-dataset-versioning
library/specializations/data-science-ml/skills/dvc-dataset-versioning - evidently-drift-detector
library/specializations/data-science-ml/skills/evidently-drift-detector - fairlearn-bias-detector
library/specializations/data-science-ml/skills/fairlearn-bias-detector - feast-feature-store
library/specializations/data-science-ml/skills/feast-feature-store - great-expectations-validator
library/specializations/data-science-ml/skills/great-expectations-validator - inference-performance-testing
library/specializations/data-science-ml/skills/inference-performance-testing - jupyter-notebook-executor
library/specializations/data-science-ml/skills/jupyter-notebook-executor - kubeflow-pipeline-executor
library/specializations/data-science-ml/skills/kubeflow-pipeline-executor - lime-explainer
library/specializations/data-science-ml/skills/lime-explainer - mlflow-experiment-tracker
library/specializations/data-science-ml/skills/mlflow-experiment-tracker - model-card-generator
library/specializations/data-science-ml/skills/model-card-generator - optuna-hyperparameter-tuner
library/specializations/data-science-ml/skills/optuna-hyperparameter-tuner - pandas-dataframe-analyzer
library/specializations/data-science-ml/skills/pandas-dataframe-analyzer - pytest-ml-tester
library/specializations/data-science-ml/skills/pytest-ml-tester - pytorch-trainer
library/specializations/data-science-ml/skills/pytorch-trainer - ray-distributed-trainer
library/specializations/data-science-ml/skills/ray-distributed-trainer - reinforcement-learning-agents
library/specializations/data-science-ml/skills/reinforcement-learning-agents - reproducibility-testing
library/specializations/data-science-ml/skills/reproducibility-testing - rlhf-systems
library/specializations/data-science-ml/skills/rlhf-systems - seldon-model-deployer
library/specializations/data-science-ml/skills/seldon-model-deployer - shap-explainer
library/specializations/data-science-ml/skills/shap-explainer - sklearn-model-trainer
library/specializations/data-science-ml/skills/sklearn-model-trainer - statistical-testing
library/specializations/data-science-ml/skills/statistical-testing - tensorflow-trainer
library/specializations/data-science-ml/skills/tensorflow-trainer - time-series-analysis
library/specializations/data-science-ml/skills/time-series-analysis - training-data-testing
library/specializations/data-science-ml/skills/training-data-testing - visualization-testing
library/specializations/data-science-ml/skills/visualization-testing - wandb-experiment-tracker
library/specializations/data-science-ml/skills/wandb-experiment-tracker - whylabs-monitor
library/specializations/data-science-ml/skills/whylabs-monitor - accessibility-test-runner
library/specializations/desktop-development/skills/accessibility-test-runner - amplitude-desktop-integration
library/specializations/desktop-development/skills/amplitude-desktop-integration - appimage-builder
library/specializations/desktop-development/skills/appimage-builder - appkit-menu-bar-builder
library/specializations/desktop-development/skills/appkit-menu-bar-builder - avalonia-ui-setup
library/specializations/desktop-development/skills/avalonia-ui-setup - bundle-size-analyzer
library/specializations/desktop-development/skills/bundle-size-analyzer - clipboard-handler
library/specializations/desktop-development/skills/clipboard-handler - cross-platform-test-matrix
library/specializations/desktop-development/skills/cross-platform-test-matrix - deb-package-builder
library/specializations/desktop-development/skills/deb-package-builder - dmg-creator
library/specializations/desktop-development/skills/dmg-creator - dotnet-clickonce-config
library/specializations/desktop-development/skills/dotnet-clickonce-config - electron-auto-updater-setup
library/specializations/desktop-development/skills/electron-auto-updater-setup - electron-builder-config
library/specializations/desktop-development/skills/electron-builder-config - electron-ipc-security-audit
library/specializations/desktop-development/skills/electron-ipc-security-audit - electron-main-preload-generator
library/specializations/desktop-development/skills/electron-main-preload-generator - electron-memory-profiler
library/specializations/desktop-development/skills/electron-memory-profiler - electron-mock-factory
library/specializations/desktop-development/skills/electron-mock-factory - electron-native-addon-builder
library/specializations/desktop-development/skills/electron-native-addon-builder - electron-protocol-handler-setup
library/specializations/desktop-development/skills/electron-protocol-handler-setup - electron-tray-menu-builder
library/specializations/desktop-development/skills/electron-tray-menu-builder - ev-certificate-validator
library/specializations/desktop-development/skills/ev-certificate-validator - file-dialog-abstraction
library/specializations/desktop-development/skills/file-dialog-abstraction - file-watcher-setup
library/specializations/desktop-development/skills/file-watcher-setup - flatpak-manifest-generator
library/specializations/desktop-development/skills/flatpak-manifest-generator - flutter-desktop-config
library/specializations/desktop-development/skills/flutter-desktop-config - gdpr-consent-manager
library/specializations/desktop-development/skills/gdpr-consent-manager - global-shortcut-manager
library/specializations/desktop-development/skills/global-shortcut-manager - keychain-credential-manager
library/specializations/desktop-development/skills/keychain-credential-manager - linux-gpg-signing
library/specializations/desktop-development/skills/linux-gpg-signing - macos-codesign-workflow
library/specializations/desktop-development/skills/macos-codesign-workflow - macos-entitlements-generator
library/specializations/desktop-development/skills/macos-entitlements-generator - macos-notarization-workflow
library/specializations/desktop-development/skills/macos-notarization-workflow - macos-sparkle-config
library/specializations/desktop-development/skills/macos-sparkle-config - maui-project-generator
library/specializations/desktop-development/skills/maui-project-generator - memory-leak-detector
library/specializations/desktop-development/skills/memory-leak-detector - msix-package-generator
library/specializations/desktop-development/skills/msix-package-generator - native-notification-builder
library/specializations/desktop-development/skills/native-notification-builder - neutralino-js-config
library/specializations/desktop-development/skills/neutralino-js-config - nsis-installer-generator
library/specializations/desktop-development/skills/nsis-installer-generator - playwright-electron-config
library/specializations/desktop-development/skills/playwright-electron-config - power-management-monitor
library/specializations/desktop-development/skills/power-management-monitor - qt-cmake-project-generator
library/specializations/desktop-development/skills/qt-cmake-project-generator - qt-installer-framework-config
library/specializations/desktop-development/skills/qt-installer-framework-config - qt-qml-component-generator
library/specializations/desktop-development/skills/qt-qml-component-generator - qt-test-fixture-generator
library/specializations/desktop-development/skills/qt-test-fixture-generator - qt-translation-workflow
library/specializations/desktop-development/skills/qt-translation-workflow - qt-widget-accessibility-audit
library/specializations/desktop-development/skills/qt-widget-accessibility-audit - rpm-spec-generator
library/specializations/desktop-development/skills/rpm-spec-generator - sandbox-entitlements-auditor
library/specializations/desktop-development/skills/sandbox-entitlements-auditor - screen-capture-api
library/specializations/desktop-development/skills/screen-capture-api - sentry-desktop-setup
library/specializations/desktop-development/skills/sentry-desktop-setup - snap-yaml-generator
library/specializations/desktop-development/skills/snap-yaml-generator - spectron-test-setup
library/specializations/desktop-development/skills/spectron-test-setup - startup-time-profiler
library/specializations/desktop-development/skills/startup-time-profiler - swift-package-manager-config
library/specializations/desktop-development/skills/swift-package-manager-config - swiftui-view-generator
library/specializations/desktop-development/skills/swiftui-view-generator - tauri-project-setup
library/specializations/desktop-development/skills/tauri-project-setup - visual-regression-setup
library/specializations/desktop-development/skills/visual-regression-setup - windows-authenticode-signer
library/specializations/desktop-development/skills/windows-authenticode-signer - winui3-migration-helper
library/specializations/desktop-development/skills/winui3-migration-helper - wix-toolset-config
library/specializations/desktop-development/skills/wix-toolset-config - wpf-high-dpi-analyzer
library/specializations/desktop-development/skills/wpf-high-dpi-analyzer - wpf-mvvm-scaffold
library/specializations/desktop-development/skills/wpf-mvvm-scaffold - wpf-xaml-style-generator
library/specializations/desktop-development/skills/wpf-xaml-style-generator - xctest-ui-test-generator
library/specializations/desktop-development/skills/xctest-ui-test-generator - aws-cloud
library/specializations/devops-sre-platform/skills/aws-cloud - azure-cloud
library/specializations/devops-sre-platform/skills/azure-cloud - blue-green-deployment
library/specializations/devops-sre-platform/skills/blue-green-deployment - cicd-pipelines
library/specializations/devops-sre-platform/skills/cicd-pipelines - cloud-cost-analysis
library/specializations/devops-sre-platform/skills/cloud-cost-analysis - container-images
library/specializations/devops-sre-platform/skills/container-images - gcp-cloud
library/specializations/devops-sre-platform/skills/gcp-cloud - generating-aws-diagrams
library/specializations/devops-sre-platform/skills/generating-aws-diagrams - generating-gcp-diagrams
library/specializations/devops-sre-platform/skills/generating-gcp-diagrams - gitops
library/specializations/devops-sre-platform/skills/gitops - helm-charts
library/specializations/devops-sre-platform/skills/helm-charts - incident-platforms
library/specializations/devops-sre-platform/skills/incident-platforms - k8s-operator-development
library/specializations/devops-sre-platform/skills/k8s-operator-development - kubernetes-ops
library/specializations/devops-sre-platform/skills/kubernetes-ops - log-analysis
library/specializations/devops-sre-platform/skills/log-analysis - observability-pipeline
library/specializations/devops-sre-platform/skills/observability-pipeline - prometheus-grafana
library/specializations/devops-sre-platform/skills/prometheus-grafana - secrets-management
library/specializations/devops-sre-platform/skills/secrets-management - service-mesh
library/specializations/devops-sre-platform/skills/service-mesh - task-scheduling-cron-jobs
library/specializations/devops-sre-platform/skills/task-scheduling-cron-jobs - terraform-iac
library/specializations/devops-sre-platform/skills/terraform-iac - adkar-assessment
library/specializations/domains/business/business-analysis/skills/adkar-assessment - bpmn-generator
library/specializations/domains/business/business-analysis/skills/bpmn-generator - communication-plan-generator
library/specializations/domains/business/business-analysis/skills/communication-plan-generator - financial-calculator
library/specializations/domains/business/business-analysis/skills/financial-calculator - gap-analysis-framework
library/specializations/domains/business/business-analysis/skills/gap-analysis-framework - issue-tree-generator
library/specializations/domains/business/business-analysis/skills/issue-tree-generator - metrics-dashboard-designer
library/specializations/domains/business/business-analysis/skills/metrics-dashboard-designer - options-scoring
library/specializations/domains/business/business-analysis/skills/options-scoring - pyramid-structuring
library/specializations/domains/business/business-analysis/skills/pyramid-structuring - requirements-quality-analyzer
library/specializations/domains/business/business-analysis/skills/requirements-quality-analyzer - risk-register-builder
library/specializations/domains/business/business-analysis/skills/risk-register-builder - stakeholder-matrix-generator
library/specializations/domains/business/business-analysis/skills/stakeholder-matrix-generator - traceability-matrix-builder
library/specializations/domains/business/business-analysis/skills/traceability-matrix-builder - training-curriculum-designer
library/specializations/domains/business/business-analysis/skills/training-curriculum-designer - uat-test-generator
library/specializations/domains/business/business-analysis/skills/uat-test-generator - user-story-writer
library/specializations/domains/business/business-analysis/skills/user-story-writer - value-stream-mapping
library/specializations/domains/business/business-analysis/skills/value-stream-mapping - workshop-facilitation
library/specializations/domains/business/business-analysis/skills/workshop-facilitation - kpi-design-skill
library/specializations/domains/business/business-strategy-advanced/skills/kpi-design-skill - okr-skill
library/specializations/domains/business/business-strategy-advanced/skills/okr-skill - strategy-stress-testing-skill
library/specializations/domains/business/business-strategy-advanced/skills/strategy-stress-testing-skill - blue-ocean-strategy
library/specializations/domains/business/business-strategy/skills/blue-ocean-strategy - core-competency
library/specializations/domains/business/business-strategy/skills/core-competency - vpd-design
library/specializations/domains/business/business-strategy/skills/vpd-design - crm-integration
library/specializations/domains/business/customer-experience/skills/crm-integration - escalation-workflow
library/specializations/domains/business/customer-experience/skills/escalation-workflow - rca-analysis
library/specializations/domains/business/customer-experience/skills/rca-analysis - support-platform-integration
library/specializations/domains/business/customer-experience/skills/support-platform-integration - agent-based-simulator
library/specializations/domains/business/decision-intelligence/skills/agent-based-simulator - ahp-calculator
library/specializations/domains/business/decision-intelligence/skills/ahp-calculator - bayesian-network-analyzer
library/specializations/domains/business/decision-intelligence/skills/bayesian-network-analyzer - calibration-trainer
library/specializations/domains/business/decision-intelligence/skills/calibration-trainer - causal-inference-engine
library/specializations/domains/business/decision-intelligence/skills/causal-inference-engine - competitive-intelligence-tracker
library/specializations/domains/business/decision-intelligence/skills/competitive-intelligence-tracker - constraint-satisfaction-solver
library/specializations/domains/business/decision-intelligence/skills/constraint-satisfaction-solver - data-storytelling
library/specializations/domains/business/decision-intelligence/skills/data-storytelling - decision-journal
library/specializations/domains/business/decision-intelligence/skills/decision-journal - decision-tree-builder
library/specializations/domains/business/decision-intelligence/skills/decision-tree-builder - decision-visualization
library/specializations/domains/business/decision-intelligence/skills/decision-visualization - electre-comparator
library/specializations/domains/business/decision-intelligence/skills/electre-comparator - genetic-algorithm-optimizer
library/specializations/domains/business/decision-intelligence/skills/genetic-algorithm-optimizer - hypothesis-tracker
library/specializations/domains/business/decision-intelligence/skills/hypothesis-tracker - kpi-tracker
library/specializations/domains/business/decision-intelligence/skills/kpi-tracker - linear-programming-solver
library/specializations/domains/business/decision-intelligence/skills/linear-programming-solver - market-research-aggregator
library/specializations/domains/business/decision-intelligence/skills/market-research-aggregator - monte-carlo-engine
library/specializations/domains/business/decision-intelligence/skills/monte-carlo-engine - pre-mortem-facilitator
library/specializations/domains/business/decision-intelligence/skills/pre-mortem-facilitator - promethee-evaluator
library/specializations/domains/business/decision-intelligence/skills/promethee-evaluator - real-options-analyzer
library/specializations/domains/business/decision-intelligence/skills/real-options-analyzer - reference-class-forecaster
library/specializations/domains/business/decision-intelligence/skills/reference-class-forecaster - risk-distribution-fitter
library/specializations/domains/business/decision-intelligence/skills/risk-distribution-fitter - risk-register-manager
library/specializations/domains/business/decision-intelligence/skills/risk-register-manager - scenario-narrative-generator
library/specializations/domains/business/decision-intelligence/skills/scenario-narrative-generator - sensitivity-analyzer
library/specializations/domains/business/decision-intelligence/skills/sensitivity-analyzer - stakeholder-preference-elicitor
library/specializations/domains/business/decision-intelligence/skills/stakeholder-preference-elicitor - system-dynamics-modeler
library/specializations/domains/business/decision-intelligence/skills/system-dynamics-modeler - time-series-forecaster
library/specializations/domains/business/decision-intelligence/skills/time-series-forecaster - topsis-ranker
library/specializations/domains/business/decision-intelligence/skills/topsis-ranker - value-at-risk-calculator
library/specializations/domains/business/decision-intelligence/skills/value-at-risk-calculator - war-game-orchestrator
library/specializations/domains/business/decision-intelligence/skills/war-game-orchestrator - bi-reporting
library/specializations/domains/business/digital-marketing/skills/bi-reporting - crm-integration
library/specializations/domains/business/digital-marketing/skills/crm-integration - digital-advertising
library/specializations/domains/business/digital-marketing/skills/digital-advertising - link-building-outreach
library/specializations/domains/business/digital-marketing/skills/link-building-outreach - marketing-automation
library/specializations/domains/business/digital-marketing/skills/marketing-automation - video-marketing
library/specializations/domains/business/digital-marketing/skills/video-marketing - competitor-analysis
library/specializations/domains/business/entrepreneurship/skills/competitor-analysis - data-room
library/specializations/domains/business/entrepreneurship/skills/data-room - investor-crm
library/specializations/domains/business/entrepreneurship/skills/investor-crm - investor-updates
library/specializations/domains/business/entrepreneurship/skills/investor-updates - market-sizing
library/specializations/domains/business/entrepreneurship/skills/market-sizing - pivot-analyzer
library/specializations/domains/business/entrepreneurship/skills/pivot-analyzer - startup-metrics
library/specializations/domains/business/entrepreneurship/skills/startup-metrics - account-reconciliation-automator
library/specializations/domains/business/finance-accounting/skills/account-reconciliation-automator - algorithmic-trading
library/specializations/domains/business/finance-accounting/skills/algorithmic-trading - audit-sampling-calculator
library/specializations/domains/business/finance-accounting/skills/audit-sampling-calculator - audit-workpaper-generator
library/specializations/domains/business/finance-accounting/skills/audit-workpaper-generator - budget-forecasting-engine
library/specializations/domains/business/finance-accounting/skills/budget-forecasting-engine - capital-budgeting-analyzer
library/specializations/domains/business/finance-accounting/skills/capital-budgeting-analyzer - cash-flow-forecaster
library/specializations/domains/business/finance-accounting/skills/cash-flow-forecaster - comparable-company-analyzer
library/specializations/domains/business/finance-accounting/skills/comparable-company-analyzer - dcf-valuation-modeler
library/specializations/domains/business/finance-accounting/skills/dcf-valuation-modeler - debt-covenant-monitor
library/specializations/domains/business/finance-accounting/skills/debt-covenant-monitor - economic-indicator-tracker
library/specializations/domains/business/finance-accounting/skills/economic-indicator-tracker - financial-dashboard-generator
library/specializations/domains/business/finance-accounting/skills/financial-dashboard-generator - fraud-risk-assessor
library/specializations/domains/business/finance-accounting/skills/fraud-risk-assessor - fx-hedging-strategy-modeler
library/specializations/domains/business/finance-accounting/skills/fx-hedging-strategy-modeler - gaap-ifrs-compliance-checker
library/specializations/domains/business/finance-accounting/skills/gaap-ifrs-compliance-checker - industry-analysis-engine
library/specializations/domains/business/finance-accounting/skills/industry-analysis-engine - intercompany-eliminator
library/specializations/domains/business/finance-accounting/skills/intercompany-eliminator - lbo-model-builder
library/specializations/domains/business/finance-accounting/skills/lbo-model-builder - lease-accounting-calculator
library/specializations/domains/business/finance-accounting/skills/lease-accounting-calculator - market-data-engineering
library/specializations/domains/business/finance-accounting/skills/market-data-engineering - merger-model-builder
library/specializations/domains/business/finance-accounting/skills/merger-model-builder - monte-carlo-financial-simulator
library/specializations/domains/business/finance-accounting/skills/monte-carlo-financial-simulator - multi-jurisdiction-tax-calculator
library/specializations/domains/business/finance-accounting/skills/multi-jurisdiction-tax-calculator - portfolio-construction
library/specializations/domains/business/finance-accounting/skills/portfolio-construction - precedent-transaction-analyzer
library/specializations/domains/business/finance-accounting/skills/precedent-transaction-analyzer - revenue-recognition-analyzer
library/specializations/domains/business/finance-accounting/skills/revenue-recognition-analyzer - sox-control-tester
library/specializations/domains/business/finance-accounting/skills/sox-control-tester - tax-provision-calculator
library/specializations/domains/business/finance-accounting/skills/tax-provision-calculator - technical-analysis
library/specializations/domains/business/finance-accounting/skills/technical-analysis - three-statement-model-builder
library/specializations/domains/business/finance-accounting/skills/three-statement-model-builder - trade-lifecycle
library/specializations/domains/business/finance-accounting/skills/trade-lifecycle - transfer-pricing-analyzer
library/specializations/domains/business/finance-accounting/skills/transfer-pricing-analyzer - xbrl-filing-generator
library/specializations/domains/business/finance-accounting/skills/xbrl-filing-generator - 360-feedback
library/specializations/domains/business/human-resources/skills/360-feedback - ats-integration
library/specializations/domains/business/human-resources/skills/ats-integration - benefits-enrollment
library/specializations/domains/business/human-resources/skills/benefits-enrollment - comp-benchmarking
library/specializations/domains/business/human-resources/skills/comp-benchmarking - culture-assessment
library/specializations/domains/business/human-resources/skills/culture-assessment - employment-compliance
library/specializations/domains/business/human-resources/skills/employment-compliance - engagement-survey
library/specializations/domains/business/human-resources/skills/engagement-survey - exit-analysis
library/specializations/domains/business/human-resources/skills/exit-analysis - hr-investigation
library/specializations/domains/business/human-resources/skills/hr-investigation - interview-questions
library/specializations/domains/business/human-resources/skills/interview-questions - job-evaluation
library/specializations/domains/business/human-resources/skills/job-evaluation - lms-admin
library/specializations/domains/business/human-resources/skills/lms-admin - okr-management
library/specializations/domains/business/human-resources/skills/okr-management - onboarding-workflow
library/specializations/domains/business/human-resources/skills/onboarding-workflow - pay-equity
library/specializations/domains/business/human-resources/skills/pay-equity - performance-review
library/specializations/domains/business/human-resources/skills/performance-review - pip-documentation
library/specializations/domains/business/human-resources/skills/pip-documentation - resume-screening
library/specializations/domains/business/human-resources/skills/resume-screening - succession-planning
library/specializations/domains/business/human-resources/skills/succession-planning - training-needs
library/specializations/domains/business/human-resources/skills/training-needs - turnover-analytics
library/specializations/domains/business/human-resources/skills/turnover-analytics - workforce-planning
library/specializations/domains/business/human-resources/skills/workforce-planning - autocomplete-engine
library/specializations/domains/business/knowledge-management/skills/autocomplete-engine - knowledge-analytics
library/specializations/domains/business/knowledge-management/skills/knowledge-analytics - semantic-similarity
library/specializations/domains/business/knowledge-management/skills/semantic-similarity - board-governance
library/specializations/domains/business/legal/skills/board-governance - corporate-records
library/specializations/domains/business/legal/skills/corporate-records - entity-management
library/specializations/domains/business/legal/skills/entity-management - policy-management
library/specializations/domains/business/legal/skills/policy-management - abc-xyz-classifier
library/specializations/domains/business/logistics/skills/abc-xyz-classifier - carbon-footprint-calculator
library/specializations/domains/business/logistics/skills/carbon-footprint-calculator - carrier-selection-optimizer
library/specializations/domains/business/logistics/skills/carrier-selection-optimizer - cross-dock-orchestrator
library/specializations/domains/business/logistics/skills/cross-dock-orchestrator - cycle-count-scheduler
library/specializations/domains/business/logistics/skills/cycle-count-scheduler - dead-stock-identifier
library/specializations/domains/business/logistics/skills/dead-stock-identifier - demand-forecasting-engine
library/specializations/domains/business/logistics/skills/demand-forecasting-engine - demand-sensing-integrator
library/specializations/domains/business/logistics/skills/demand-sensing-integrator - dock-scheduling-coordinator
library/specializations/domains/business/logistics/skills/dock-scheduling-coordinator - driver-scheduling-optimizer
library/specializations/domains/business/logistics/skills/driver-scheduling-optimizer - fifo-lifo-controller
library/specializations/domains/business/logistics/skills/fifo-lifo-controller - fleet-analytics-dashboard
library/specializations/domains/business/logistics/skills/fleet-analytics-dashboard - freight-audit-validator
library/specializations/domains/business/logistics/skills/freight-audit-validator - incoterms-compliance-checker
library/specializations/domains/business/logistics/skills/incoterms-compliance-checker - labor-productivity-optimizer
library/specializations/domains/business/logistics/skills/labor-productivity-optimizer - last-mile-delivery-optimizer
library/specializations/domains/business/logistics/skills/last-mile-delivery-optimizer - load-optimization-calculator
library/specializations/domains/business/logistics/skills/load-optimization-calculator - logistics-kpi-tracker
library/specializations/domains/business/logistics/skills/logistics-kpi-tracker - network-optimization-modeler
library/specializations/domains/business/logistics/skills/network-optimization-modeler - omnichannel-fulfillment-allocator
library/specializations/domains/business/logistics/skills/omnichannel-fulfillment-allocator - predictive-maintenance-scheduler
library/specializations/domains/business/logistics/skills/predictive-maintenance-scheduler - returns-authorization-processor
library/specializations/domains/business/logistics/skills/returns-authorization-processor - returns-disposition-optimizer
library/specializations/domains/business/logistics/skills/returns-disposition-optimizer - route-optimization-engine
library/specializations/domains/business/logistics/skills/route-optimization-engine - safety-stock-calculator
library/specializations/domains/business/logistics/skills/safety-stock-calculator - shipment-visibility-tracker
library/specializations/domains/business/logistics/skills/shipment-visibility-tracker - slotting-optimization-engine
library/specializations/domains/business/logistics/skills/slotting-optimization-engine - supply-chain-visibility-platform
library/specializations/domains/business/logistics/skills/supply-chain-visibility-platform - transportation-spend-analyzer
library/specializations/domains/business/logistics/skills/transportation-spend-analyzer - warehouse-simulation-modeler
library/specializations/domains/business/logistics/skills/warehouse-simulation-modeler - warranty-claims-processor
library/specializations/domains/business/logistics/skills/warranty-claims-processor - wave-planning-optimizer
library/specializations/domains/business/logistics/skills/wave-planning-optimizer - bi-dashboards
library/specializations/domains/business/marketing/skills/bi-dashboards - brand-asset-management
library/specializations/domains/business/marketing/skills/brand-asset-management - brand-tracking
library/specializations/domains/business/marketing/skills/brand-tracking - competitive-intelligence
library/specializations/domains/business/marketing/skills/competitive-intelligence - content-management
library/specializations/domains/business/marketing/skills/content-management - content-optimization
library/specializations/domains/business/marketing/skills/content-optimization - creative-testing
library/specializations/domains/business/marketing/skills/creative-testing - crm-integration
library/specializations/domains/business/marketing/skills/crm-integration - customer-data-platform
library/specializations/domains/business/marketing/skills/customer-data-platform - email-marketing
library/specializations/domains/business/marketing/skills/email-marketing - journey-mapping
library/specializations/domains/business/marketing/skills/journey-mapping - market-research-platform
library/specializations/domains/business/marketing/skills/market-research-platform - marketing-analytics
library/specializations/domains/business/marketing/skills/marketing-analytics - marketing-automation
library/specializations/domains/business/marketing/skills/marketing-automation - marketing-project-management
library/specializations/domains/business/marketing/skills/marketing-project-management - media-mix-modeling
library/specializations/domains/business/marketing/skills/media-mix-modeling - paid-media-platforms
library/specializations/domains/business/marketing/skills/paid-media-platforms - seo-tools
library/specializations/domains/business/marketing/skills/seo-tools - social-listening
library/specializations/domains/business/marketing/skills/social-listening - social-media-management
library/specializations/domains/business/marketing/skills/social-media-management - a3-problem-solver
library/specializations/domains/business/operations/skills/a3-problem-solver - benchmarking-analyst
library/specializations/domains/business/operations/skills/benchmarking-analyst - capacity-planner
library/specializations/domains/business/operations/skills/capacity-planner - changeover-optimizer
library/specializations/domains/business/operations/skills/changeover-optimizer - constraint-identifier
library/specializations/domains/business/operations/skills/constraint-identifier - control-chart-analyzer
library/specializations/domains/business/operations/skills/control-chart-analyzer - cost-of-quality-analyzer
library/specializations/domains/business/operations/skills/cost-of-quality-analyzer - critical-chain-scheduler
library/specializations/domains/business/operations/skills/critical-chain-scheduler - cycle-time-analyzer
library/specializations/domains/business/operations/skills/cycle-time-analyzer - dbr-scheduler
library/specializations/domains/business/operations/skills/dbr-scheduler - demand-forecaster
library/specializations/domains/business/operations/skills/demand-forecaster - dmaic-project-manager
library/specializations/domains/business/operations/skills/dmaic-project-manager - five-s-auditor
library/specializations/domains/business/operations/skills/five-s-auditor - fmea-facilitator
library/specializations/domains/business/operations/skills/fmea-facilitator - gage-rr-analyzer
library/specializations/domains/business/operations/skills/gage-rr-analyzer - inventory-optimizer
library/specializations/domains/business/operations/skills/inventory-optimizer - iso-implementation-guide
library/specializations/domains/business/operations/skills/iso-implementation-guide - kaizen-event-facilitator
library/specializations/domains/business/operations/skills/kaizen-event-facilitator - kanban-system-designer
library/specializations/domains/business/operations/skills/kanban-system-designer - maintenance-scheduler
library/specializations/domains/business/operations/skills/maintenance-scheduler - oee-calculator
library/specializations/domains/business/operations/skills/oee-calculator - operational-dashboard-generator
library/specializations/domains/business/operations/skills/operational-dashboard-generator - opex-program-designer
library/specializations/domains/business/operations/skills/opex-program-designer - process-capability-calculator
library/specializations/domains/business/operations/skills/process-capability-calculator - process-simulation-modeler
library/specializations/domains/business/operations/skills/process-simulation-modeler - production-scheduler
library/specializations/domains/business/operations/skills/production-scheduler - quality-auditor
library/specializations/domains/business/operations/skills/quality-auditor - resource-scheduler
library/specializations/domains/business/operations/skills/resource-scheduler - root-cause-analyzer
library/specializations/domains/business/operations/skills/root-cause-analyzer - sop-facilitator
library/specializations/domains/business/operations/skills/sop-facilitator - standard-work-documenter
library/specializations/domains/business/operations/skills/standard-work-documenter - throughput-accountant
library/specializations/domains/business/operations/skills/throughput-accountant - tqm-program-designer
library/specializations/domains/business/operations/skills/tqm-program-designer - value-stream-mapper
library/specializations/domains/business/operations/skills/value-stream-mapper - workflow-automator
library/specializations/domains/business/operations/skills/workflow-automator - agile-metrics-calculator
library/specializations/domains/business/project-management/skills/agile-metrics-calculator - benefits-tracking-dashboard
library/specializations/domains/business/project-management/skills/benefits-tracking-dashboard - change-request-analyzer
library/specializations/domains/business/project-management/skills/change-request-analyzer - critical-path-analyzer
library/specializations/domains/business/project-management/skills/critical-path-analyzer - dependency-mapper
library/specializations/domains/business/project-management/skills/dependency-mapper - evm-calculator
library/specializations/domains/business/project-management/skills/evm-calculator - gantt-chart-generator
library/specializations/domains/business/project-management/skills/gantt-chart-generator - issue-tracker
library/specializations/domains/business/project-management/skills/issue-tracker - kanban-analyzer
library/specializations/domains/business/project-management/skills/kanban-analyzer - lessons-learned-repository
library/specializations/domains/business/project-management/skills/lessons-learned-repository - npv-irr-calculator
library/specializations/domains/business/project-management/skills/npv-irr-calculator - portfolio-optimization
library/specializations/domains/business/project-management/skills/portfolio-optimization - project-charter-generator
library/specializations/domains/business/project-management/skills/project-charter-generator - resource-leveling
library/specializations/domains/business/project-management/skills/resource-leveling - retrospective-facilitator
library/specializations/domains/business/project-management/skills/retrospective-facilitator - risk-register-manager
library/specializations/domains/business/project-management/skills/risk-register-manager - sprint-planning-calculator
library/specializations/domains/business/project-management/skills/sprint-planning-calculator - stakeholder-matrix-generator
library/specializations/domains/business/project-management/skills/stakeholder-matrix-generator - vendor-scorecard
library/specializations/domains/business/project-management/skills/vendor-scorecard - wbs-generator
library/specializations/domains/business/project-management/skills/wbs-generator - ap-style-writing
library/specializations/domains/business/public-relations/skills/ap-style-writing - crisis-management-platform
library/specializations/domains/business/public-relations/skills/crisis-management-platform - employee-advocacy
library/specializations/domains/business/public-relations/skills/employee-advocacy - government-affairs-intel
library/specializations/domains/business/public-relations/skills/government-affairs-intel - influencer-kol-management
library/specializations/domains/business/public-relations/skills/influencer-kol-management - internal-comms-platform
library/specializations/domains/business/public-relations/skills/internal-comms-platform - investor-relations-platform
library/specializations/domains/business/public-relations/skills/investor-relations-platform - media-database
library/specializations/domains/business/public-relations/skills/media-database - media-monitoring
library/specializations/domains/business/public-relations/skills/media-monitoring - media-training-simulation
library/specializations/domains/business/public-relations/skills/media-training-simulation - pr-analytics
library/specializations/domains/business/public-relations/skills/pr-analytics - press-release-distribution
library/specializations/domains/business/public-relations/skills/press-release-distribution - reputation-intelligence
library/specializations/domains/business/public-relations/skills/reputation-intelligence - social-listening-pr
library/specializations/domains/business/public-relations/skills/social-listening-pr - speaking-events
library/specializations/domains/business/public-relations/skills/speaking-events - stakeholder-crm
library/specializations/domains/business/public-relations/skills/stakeholder-crm - 6sense-intent
library/specializations/domains/business/sales/skills/6sense-intent - anaplan-planning
library/specializations/domains/business/sales/skills/anaplan-planning - apollo-prospecting
library/specializations/domains/business/sales/skills/apollo-prospecting - calendly-scheduling
library/specializations/domains/business/sales/skills/calendly-scheduling - chorus-analytics
library/specializations/domains/business/sales/skills/chorus-analytics - churnzero-signals
library/specializations/domains/business/sales/skills/churnzero-signals - clari-forecasting
library/specializations/domains/business/sales/skills/clari-forecasting - clearbit-enrichment
library/specializations/domains/business/sales/skills/clearbit-enrichment - conga-cpq
library/specializations/domains/business/sales/skills/conga-cpq - crayon-competitive
library/specializations/domains/business/sales/skills/crayon-competitive - docusign-contracts
library/specializations/domains/business/sales/skills/docusign-contracts - dun-bradstreet-data
library/specializations/domains/business/sales/skills/dun-bradstreet-data - dynamics365-connector
library/specializations/domains/business/sales/skills/dynamics365-connector - gainsight-cs
library/specializations/domains/business/sales/skills/gainsight-cs - gong-conversation-intelligence
library/specializations/domains/business/sales/skills/gong-conversation-intelligence - highspot-content
library/specializations/domains/business/sales/skills/highspot-content - hubspot-connector
library/specializations/domains/business/sales/skills/hubspot-connector - klue-battlecards
library/specializations/domains/business/sales/skills/klue-battlecards - lessonly-training
library/specializations/domains/business/sales/skills/lessonly-training - mindtickle-readiness
library/specializations/domains/business/sales/skills/mindtickle-readiness - outreach-sequences
library/specializations/domains/business/sales/skills/outreach-sequences - pandadoc-proposals
library/specializations/domains/business/sales/skills/pandadoc-proposals - pipedrive-connector
library/specializations/domains/business/sales/skills/pipedrive-connector - ringlead-dedup
library/specializations/domains/business/sales/skills/ringlead-dedup - salesforce-connector
library/specializations/domains/business/sales/skills/salesforce-connector - salesloft-cadences
library/specializations/domains/business/sales/skills/salesloft-cadences - seismic-enablement
library/specializations/domains/business/sales/skills/seismic-enablement - tableau-analytics
library/specializations/domains/business/sales/skills/tableau-analytics - totango-health
library/specializations/domains/business/sales/skills/totango-health - varicent-icm
library/specializations/domains/business/sales/skills/varicent-icm - xactly-compensation
library/specializations/domains/business/sales/skills/xactly-compensation - zoominfo-enrichment
library/specializations/domains/business/sales/skills/zoominfo-enrichment - capacity-constraint-analyzer
library/specializations/domains/business/supply-chain/skills/capacity-constraint-analyzer - category-strategy-builder
library/specializations/domains/business/supply-chain/skills/category-strategy-builder - contingency-plan-builder
library/specializations/domains/business/supply-chain/skills/contingency-plan-builder - contract-analyzer
library/specializations/domains/business/supply-chain/skills/contract-analyzer - cost-to-serve-analyzer
library/specializations/domains/business/supply-chain/skills/cost-to-serve-analyzer - ddmrp-buffer-manager
library/specializations/domains/business/supply-chain/skills/ddmrp-buffer-manager - demand-forecasting-engine
library/specializations/domains/business/supply-chain/skills/demand-forecasting-engine - demand-sensing-integrator
library/specializations/domains/business/supply-chain/skills/demand-sensing-integrator - disruption-response-coordinator
library/specializations/domains/business/supply-chain/skills/disruption-response-coordinator - early-warning-monitor
library/specializations/domains/business/supply-chain/skills/early-warning-monitor - forecast-accuracy-analyzer
library/specializations/domains/business/supply-chain/skills/forecast-accuracy-analyzer - inventory-optimizer
library/specializations/domains/business/supply-chain/skills/inventory-optimizer - master-data-quality-manager
library/specializations/domains/business/supply-chain/skills/master-data-quality-manager - network-optimization-modeler
library/specializations/domains/business/supply-chain/skills/network-optimization-modeler - procurement-automation-orchestrator
library/specializations/domains/business/supply-chain/skills/procurement-automation-orchestrator - qbr-preparation-assistant
library/specializations/domains/business/supply-chain/skills/qbr-preparation-assistant - rfx-document-generator
library/specializations/domains/business/supply-chain/skills/rfx-document-generator - safety-stock-calculator
library/specializations/domains/business/supply-chain/skills/safety-stock-calculator - scor-kpi-dashboard-builder
library/specializations/domains/business/supply-chain/skills/scor-kpi-dashboard-builder - sop-scenario-modeler
library/specializations/domains/business/supply-chain/skills/sop-scenario-modeler - spend-analytics-engine
library/specializations/domains/business/supply-chain/skills/spend-analytics-engine - strategic-sourcing-analyzer
library/specializations/domains/business/supply-chain/skills/strategic-sourcing-analyzer - supplier-development-planner
library/specializations/domains/business/supply-chain/skills/supplier-development-planner - supplier-onboarding-orchestrator
library/specializations/domains/business/supply-chain/skills/supplier-onboarding-orchestrator - supplier-scorecard-engine
library/specializations/domains/business/supply-chain/skills/supplier-scorecard-engine - supply-chain-digital-twin
library/specializations/domains/business/supply-chain/skills/supply-chain-digital-twin - supply-chain-risk-assessor
library/specializations/domains/business/supply-chain/skills/supply-chain-risk-assessor - supply-chain-simulation-engine
library/specializations/domains/business/supply-chain/skills/supply-chain-simulation-engine - supply-chain-visibility-integrator
library/specializations/domains/business/supply-chain/skills/supply-chain-visibility-integrator - sustainable-procurement-assessor
library/specializations/domains/business/supply-chain/skills/sustainable-procurement-assessor - tco-calculator
library/specializations/domains/business/supply-chain/skills/tco-calculator - vendor-risk-scorer
library/specializations/domains/business/supply-chain/skills/vendor-risk-scorer - action-item-tracker
library/specializations/domains/business/venture-capital/skills/action-item-tracker - audit-trail-verifier
library/specializations/domains/business/venture-capital/skills/audit-trail-verifier - background-checker
library/specializations/domains/business/venture-capital/skills/background-checker - board-deck-analyzer
library/specializations/domains/business/venture-capital/skills/board-deck-analyzer - buyer-universe-builder
library/specializations/domains/business/venture-capital/skills/buyer-universe-builder - cap-table-validator
library/specializations/domains/business/venture-capital/skills/cap-table-validator - carbon-footprint-estimator
library/specializations/domains/business/venture-capital/skills/carbon-footprint-estimator - closing-checklist-tracker
library/specializations/domains/business/venture-capital/skills/closing-checklist-tracker - code-quality-analyzer
library/specializations/domains/business/venture-capital/skills/code-quality-analyzer - cohort-analyzer
library/specializations/domains/business/venture-capital/skills/cohort-analyzer - comparable-transaction-finder
library/specializations/domains/business/venture-capital/skills/comparable-transaction-finder - competitive-landscape-analyzer
library/specializations/domains/business/venture-capital/skills/competitive-landscape-analyzer - contract-extractor
library/specializations/domains/business/venture-capital/skills/contract-extractor - customer-reference-tracker
library/specializations/domains/business/venture-capital/skills/customer-reference-tracker - dcf-modeler
library/specializations/domains/business/venture-capital/skills/dcf-modeler - deal-flow-tracker
library/specializations/domains/business/venture-capital/skills/deal-flow-tracker - deal-scoring-engine
library/specializations/domains/business/venture-capital/skills/deal-scoring-engine - dilution-analyzer
library/specializations/domains/business/venture-capital/skills/dilution-analyzer - document-redliner
library/specializations/domains/business/venture-capital/skills/document-redliner - escrow-tracker
library/specializations/domains/business/venture-capital/skills/escrow-tracker - esg-scorer
library/specializations/domains/business/venture-capital/skills/esg-scorer - exit-readiness-scorer
library/specializations/domains/business/venture-capital/skills/exit-readiness-scorer - financial-model-validator
library/specializations/domains/business/venture-capital/skills/financial-model-validator - ic-memo-generator
library/specializations/domains/business/venture-capital/skills/ic-memo-generator - investor-network-mapper
library/specializations/domains/business/venture-capital/skills/investor-network-mapper - ip-patent-analyzer
library/specializations/domains/business/venture-capital/skills/ip-patent-analyzer - k1-generator
library/specializations/domains/business/venture-capital/skills/k1-generator - kpi-aggregator
library/specializations/domains/business/venture-capital/skills/kpi-aggregator - market-sizer
library/specializations/domains/business/venture-capital/skills/market-sizer - meeting-scheduler
library/specializations/domains/business/venture-capital/skills/meeting-scheduler - multiple-calculator
library/specializations/domains/business/venture-capital/skills/multiple-calculator - network-matcher
library/specializations/domains/business/venture-capital/skills/network-matcher - outreach-sequencer
library/specializations/domains/business/venture-capital/skills/outreach-sequencer - portfolio-dashboard-builder
library/specializations/domains/business/venture-capital/skills/portfolio-dashboard-builder - scenario-modeler
library/specializations/domains/business/venture-capital/skills/scenario-modeler - tech-stack-scanner
library/specializations/domains/business/venture-capital/skills/tech-stack-scanner - term-comparator
library/specializations/domains/business/venture-capital/skills/term-comparator - term-sheet-generator
library/specializations/domains/business/venture-capital/skills/term-sheet-generator - thesis-matching
library/specializations/domains/business/venture-capital/skills/thesis-matching - valuation-updater
library/specializations/domains/business/venture-capital/skills/valuation-updater - vote-tracker
library/specializations/domains/business/venture-capital/skills/vote-tracker - waterfall-calculator
library/specializations/domains/business/venture-capital/skills/waterfall-calculator - aero-database
library/specializations/domains/science/aerospace-engineering/skills/aero-database - aeroelastic-analysis
library/specializations/domains/science/aerospace-engineering/skills/aeroelastic-analysis - avionics-integration
library/specializations/domains/science/aerospace-engineering/skills/avionics-integration - certification-planning
library/specializations/domains/science/aerospace-engineering/skills/certification-planning - cfd-analysis
library/specializations/domains/science/aerospace-engineering/skills/cfd-analysis - composite-structures
library/specializations/domains/science/aerospace-engineering/skills/composite-structures - control-law-design
library/specializations/domains/science/aerospace-engineering/skills/control-law-design - do-178c-compliance
library/specializations/domains/science/aerospace-engineering/skills/do-178c-compliance - environmental-testing
library/specializations/domains/science/aerospace-engineering/skills/environmental-testing - fatigue-dt
library/specializations/domains/science/aerospace-engineering/skills/fatigue-dt - fea-structural
library/specializations/domains/science/aerospace-engineering/skills/fea-structural - flight-sim-model
library/specializations/domains/science/aerospace-engineering/skills/flight-sim-model - flight-test-planning
library/specializations/domains/science/aerospace-engineering/skills/flight-test-planning - gas-turbine-cycle
library/specializations/domains/science/aerospace-engineering/skills/gas-turbine-cycle - gnc-simulation
library/specializations/domains/science/aerospace-engineering/skills/gnc-simulation - handling-qualities
library/specializations/domains/science/aerospace-engineering/skills/handling-qualities - hypersonic-aerothermo
library/specializations/domains/science/aerospace-engineering/skills/hypersonic-aerothermo - interface-control
library/specializations/domains/science/aerospace-engineering/skills/interface-control - mission-trajectory
library/specializations/domains/science/aerospace-engineering/skills/mission-trajectory - orbital-debris
library/specializations/domains/science/aerospace-engineering/skills/orbital-debris - propulsion-test-analysis
library/specializations/domains/science/aerospace-engineering/skills/propulsion-test-analysis - requirements-verification
library/specializations/domains/science/aerospace-engineering/skills/requirements-verification - rocket-propulsion
library/specializations/domains/science/aerospace-engineering/skills/rocket-propulsion - safety-assessment
library/specializations/domains/science/aerospace-engineering/skills/safety-assessment - spacecraft-power
library/specializations/domains/science/aerospace-engineering/skills/spacecraft-power - spacecraft-thermal
library/specializations/domains/science/aerospace-engineering/skills/spacecraft-thermal - trade-study
library/specializations/domains/science/aerospace-engineering/skills/trade-study - wind-tunnel-correlation
library/specializations/domains/science/aerospace-engineering/skills/wind-tunnel-correlation - aero-cfd
library/specializations/domains/science/automotive-engineering/skills/aero-cfd - automotive-cybersecurity
library/specializations/domains/science/automotive-engineering/skills/automotive-cybersecurity - automotive-ethernet
library/specializations/domains/science/automotive-engineering/skills/automotive-ethernet - autosar-config
library/specializations/domains/science/automotive-engineering/skills/autosar-config - bms-development
library/specializations/domains/science/automotive-engineering/skills/bms-development - can-communication
library/specializations/domains/science/automotive-engineering/skills/can-communication - crash-simulation
library/specializations/domains/science/automotive-engineering/skills/crash-simulation - electric-motor-design
library/specializations/domains/science/automotive-engineering/skills/electric-motor-design - emissions-calibration
library/specializations/domains/science/automotive-engineering/skills/emissions-calibration - eps-calibration
library/specializations/domains/science/automotive-engineering/skills/eps-calibration - hil-test-automation
library/specializations/domains/science/automotive-engineering/skills/hil-test-automation - homologation-docs
library/specializations/domains/science/automotive-engineering/skills/homologation-docs - iso-26262-compliance
library/specializations/domains/science/automotive-engineering/skills/iso-26262-compliance - misra-compliance
library/specializations/domains/science/automotive-engineering/skills/misra-compliance - nvh-analysis
library/specializations/domains/science/automotive-engineering/skills/nvh-analysis - ota-update
library/specializations/domains/science/automotive-engineering/skills/ota-update - path-planning
library/specializations/domains/science/automotive-engineering/skills/path-planning - regen-braking
library/specializations/domains/science/automotive-engineering/skills/regen-braking - requirements-engineering
library/specializations/domains/science/automotive-engineering/skills/requirements-engineering - scenario-simulation
library/specializations/domains/science/automotive-engineering/skills/scenario-simulation - sensor-fusion
library/specializations/domains/science/automotive-engineering/skills/sensor-fusion - sotif-analysis
library/specializations/domains/science/automotive-engineering/skills/sotif-analysis - thermal-management
library/specializations/domains/science/automotive-engineering/skills/thermal-management - uds-diagnostics
library/specializations/domains/science/automotive-engineering/skills/uds-diagnostics - vehicle-dynamics-sim
library/specializations/domains/science/automotive-engineering/skills/vehicle-dynamics-sim - acmg-variant-classifier
library/specializations/domains/science/bioinformatics/skills/acmg-variant-classifier - alphafold-predictor
library/specializations/domains/science/bioinformatics/skills/alphafold-predictor - autodock-docking-engine
library/specializations/domains/science/bioinformatics/skills/autodock-docking-engine - blast-sequence-search
library/specializations/domains/science/bioinformatics/skills/blast-sequence-search - bwa-aligner
library/specializations/domains/science/bioinformatics/skills/bwa-aligner - cellranger-processor
library/specializations/domains/science/bioinformatics/skills/cellranger-processor - clinvar-querier
library/specializations/domains/science/bioinformatics/skills/clinvar-querier - deepvariant-caller
library/specializations/domains/science/bioinformatics/skills/deepvariant-caller - deseq2-differential-expression
library/specializations/domains/science/bioinformatics/skills/deseq2-differential-expression - fastqc-quality-analyzer
library/specializations/domains/science/bioinformatics/skills/fastqc-quality-analyzer - fusion-gene-detector
library/specializations/domains/science/bioinformatics/skills/fusion-gene-detector - ga4gh-standards-validator
library/specializations/domains/science/bioinformatics/skills/ga4gh-standards-validator - gatk-variant-caller
library/specializations/domains/science/bioinformatics/skills/gatk-variant-caller - giab-benchmark-validator
library/specializations/domains/science/bioinformatics/skills/giab-benchmark-validator - gsea-pathway-analyzer
library/specializations/domains/science/bioinformatics/skills/gsea-pathway-analyzer - hipaa-compliance-validator
library/specializations/domains/science/bioinformatics/skills/hipaa-compliance-validator - hpo-phenotype-matcher
library/specializations/domains/science/bioinformatics/skills/hpo-phenotype-matcher - humann-functional-profiler
library/specializations/domains/science/bioinformatics/skills/humann-functional-profiler - igv-genome-browser
library/specializations/domains/science/bioinformatics/skills/igv-genome-browser - kraken2-taxonomic-classifier
library/specializations/domains/science/bioinformatics/skills/kraken2-taxonomic-classifier - mageck-crispr-analyzer
library/specializations/domains/science/bioinformatics/skills/mageck-crispr-analyzer - maxquant-processor
library/specializations/domains/science/bioinformatics/skills/maxquant-processor - megahit-assembler
library/specializations/domains/science/bioinformatics/skills/megahit-assembler - metaphlan-profiler
library/specializations/domains/science/bioinformatics/skills/metaphlan-profiler - nextflow-pipeline-executor
library/specializations/domains/science/bioinformatics/skills/nextflow-pipeline-executor - perseus-statistical-analyzer
library/specializations/domains/science/bioinformatics/skills/perseus-statistical-analyzer - pharmgkb-annotator
library/specializations/domains/science/bioinformatics/skills/pharmgkb-annotator - phylogenetics-tree-builder
library/specializations/domains/science/bioinformatics/skills/phylogenetics-tree-builder - pymol-visualizer
library/specializations/domains/science/bioinformatics/skills/pymol-visualizer - qiime2-microbiome-analyzer
library/specializations/domains/science/bioinformatics/skills/qiime2-microbiome-analyzer - rdkit-chemoinformatics
library/specializations/domains/science/bioinformatics/skills/rdkit-chemoinformatics - salmon-quantifier
library/specializations/domains/science/bioinformatics/skills/salmon-quantifier - samtools-bam-processor
library/specializations/domains/science/bioinformatics/skills/samtools-bam-processor - seurat-single-cell-analyzer
library/specializations/domains/science/bioinformatics/skills/seurat-single-cell-analyzer - singularity-container-manager
library/specializations/domains/science/bioinformatics/skills/singularity-container-manager - snakemake-workflow-manager
library/specializations/domains/science/bioinformatics/skills/snakemake-workflow-manager - star-rnaseq-aligner
library/specializations/domains/science/bioinformatics/skills/star-rnaseq-aligner - string-network-analyzer
library/specializations/domains/science/bioinformatics/skills/string-network-analyzer - structural-variant-detector
library/specializations/domains/science/bioinformatics/skills/structural-variant-detector - tmb-msi-calculator
library/specializations/domains/science/bioinformatics/skills/tmb-msi-calculator - ucsc-genome-browser-querier
library/specializations/domains/science/bioinformatics/skills/ucsc-genome-browser-querier - vep-variant-annotator
library/specializations/domains/science/bioinformatics/skills/vep-variant-annotator - adverse-event-reporter
library/specializations/domains/science/biomedical-engineering/skills/adverse-event-reporter - aiml-validation-framework
library/specializations/domains/science/biomedical-engineering/skills/aiml-validation-framework - biocompatibility-test-selector
library/specializations/domains/science/biomedical-engineering/skills/biocompatibility-test-selector - bioreactor-protocol-generator
library/specializations/domains/science/biomedical-engineering/skills/bioreactor-protocol-generator - clinical-literature-reviewer
library/specializations/domains/science/biomedical-engineering/skills/clinical-literature-reviewer - clinical-study-designer
library/specializations/domains/science/biomedical-engineering/skills/clinical-study-designer - cybersecurity-risk-assessor
library/specializations/domains/science/biomedical-engineering/skills/cybersecurity-risk-assessor - design-fmea-generator
library/specializations/domains/science/biomedical-engineering/skills/design-fmea-generator - design-review-facilitator
library/specializations/domains/science/biomedical-engineering/skills/design-review-facilitator - dicom-conformance-validator
library/specializations/domains/science/biomedical-engineering/skills/dicom-conformance-validator - eu-mdr-gspr-mapper
library/specializations/domains/science/biomedical-engineering/skills/eu-mdr-gspr-mapper - extractables-leachables-analyzer
library/specializations/domains/science/biomedical-engineering/skills/extractables-leachables-analyzer - fatigue-life-predictor
library/specializations/domains/science/biomedical-engineering/skills/fatigue-life-predictor - fda-510k-submission-generator
library/specializations/domains/science/biomedical-engineering/skills/fda-510k-submission-generator - fea-mesh-generator
library/specializations/domains/science/biomedical-engineering/skills/fea-mesh-generator - iec62304-lifecycle-manager
library/specializations/domains/science/biomedical-engineering/skills/iec62304-lifecycle-manager - image-algorithm-validator
library/specializations/domains/science/biomedical-engineering/skills/image-algorithm-validator - iso-standards-compliance-checker
library/specializations/domains/science/biomedical-engineering/skills/iso-standards-compliance-checker - iso10993-evaluator
library/specializations/domains/science/biomedical-engineering/skills/iso10993-evaluator - iso14971-risk-analyzer
library/specializations/domains/science/biomedical-engineering/skills/iso14971-risk-analyzer - material-model-library
library/specializations/domains/science/biomedical-engineering/skills/material-model-library - motion-capture-analyzer
library/specializations/domains/science/biomedical-engineering/skills/motion-capture-analyzer - opensim-modeler
library/specializations/domains/science/biomedical-engineering/skills/opensim-modeler - packaging-validation-planner
library/specializations/domains/science/biomedical-engineering/skills/packaging-validation-planner - process-fmea-generator
library/specializations/domains/science/biomedical-engineering/skills/process-fmea-generator - prosthetics-design-optimizer
library/specializations/domains/science/biomedical-engineering/skills/prosthetics-design-optimizer - requirements-traceability-manager
library/specializations/domains/science/biomedical-engineering/skills/requirements-traceability-manager - scaffold-design-optimizer
library/specializations/domains/science/biomedical-engineering/skills/scaffold-design-optimizer - software-vv-test-generator
library/specializations/domains/science/biomedical-engineering/skills/software-vv-test-generator - sterilization-validation-planner
library/specializations/domains/science/biomedical-engineering/skills/sterilization-validation-planner - udi-labeling-generator
library/specializations/domains/science/biomedical-engineering/skills/udi-labeling-generator - use-related-risk-analyzer
library/specializations/domains/science/biomedical-engineering/skills/use-related-risk-analyzer - alarm-rationalization-tool
library/specializations/domains/science/chemical-engineering/skills/alarm-rationalization-tool - aspen-plus-simulator
library/specializations/domains/science/chemical-engineering/skills/aspen-plus-simulator - catalyst-analyzer
library/specializations/domains/science/chemical-engineering/skills/catalyst-analyzer - consequence-modeler
library/specializations/domains/science/chemical-engineering/skills/consequence-modeler - control-strategy-designer
library/specializations/domains/science/chemical-engineering/skills/control-strategy-designer - corrosion-materials-selector
library/specializations/domains/science/chemical-engineering/skills/corrosion-materials-selector - crystallizer-designer
library/specializations/domains/science/chemical-engineering/skills/crystallizer-designer - distillation-designer
library/specializations/domains/science/chemical-engineering/skills/distillation-designer - energy-auditor
library/specializations/domains/science/chemical-engineering/skills/energy-auditor - equipment-sizing-calculator
library/specializations/domains/science/chemical-engineering/skills/equipment-sizing-calculator - green-chemistry-metrics
library/specializations/domains/science/chemical-engineering/skills/green-chemistry-metrics - hazop-facilitator
library/specializations/domains/science/chemical-engineering/skills/hazop-facilitator - hysys-dynamic-simulator
library/specializations/domains/science/chemical-engineering/skills/hysys-dynamic-simulator - kinetic-modeler
library/specializations/domains/science/chemical-engineering/skills/kinetic-modeler - lca-analyzer
library/specializations/domains/science/chemical-engineering/skills/lca-analyzer - material-balance-calculator
library/specializations/domains/science/chemical-engineering/skills/material-balance-calculator - membrane-system-designer
library/specializations/domains/science/chemical-engineering/skills/membrane-system-designer - mpc-configurator
library/specializations/domains/science/chemical-engineering/skills/mpc-configurator - performance-test-designer
library/specializations/domains/science/chemical-engineering/skills/performance-test-designer - pfd-pid-generator
library/specializations/domains/science/chemical-engineering/skills/pfd-pid-generator - pid-tuner
library/specializations/domains/science/chemical-engineering/skills/pid-tuner - pinch-analyzer
library/specializations/domains/science/chemical-engineering/skills/pinch-analyzer - process-economics-estimator
library/specializations/domains/science/chemical-engineering/skills/process-economics-estimator - pssr-checklist-generator
library/specializations/domains/science/chemical-engineering/skills/pssr-checklist-generator - reactive-hazards-analyzer
library/specializations/domains/science/chemical-engineering/skills/reactive-hazards-analyzer - reactor-designer
library/specializations/domains/science/chemical-engineering/skills/reactor-designer - relief-system-designer
library/specializations/domains/science/chemical-engineering/skills/relief-system-designer - scale-up-analyzer
library/specializations/domains/science/chemical-engineering/skills/scale-up-analyzer - separation-sequence-synthesizer
library/specializations/domains/science/chemical-engineering/skills/separation-sequence-synthesizer - sil-calculator
library/specializations/domains/science/chemical-engineering/skills/sil-calculator - thermodynamic-model-selector
library/specializations/domains/science/chemical-engineering/skills/thermodynamic-model-selector - waste-minimization-analyzer
library/specializations/domains/science/chemical-engineering/skills/waste-minimization-analyzer - ada-compliance-checker
library/specializations/domains/science/civil-engineering/skills/ada-compliance-checker - bearing-capacity-calculator
library/specializations/domains/science/civil-engineering/skills/bearing-capacity-calculator - bim-clash-detection
library/specializations/domains/science/civil-engineering/skills/bim-clash-detection - building-code-checker
library/specializations/domains/science/civil-engineering/skills/building-code-checker - civil3d-surface-analyzer
library/specializations/domains/science/civil-engineering/skills/civil3d-surface-analyzer - concrete-design-calculator
library/specializations/domains/science/civil-engineering/skills/concrete-design-calculator - cost-database-interface
library/specializations/domains/science/civil-engineering/skills/cost-database-interface - cpm-schedule-generator
library/specializations/domains/science/civil-engineering/skills/cpm-schedule-generator - csi-specification-writer
library/specializations/domains/science/civil-engineering/skills/csi-specification-writer - detention-pond-designer
library/specializations/domains/science/civil-engineering/skills/detention-pond-designer - earth-pressure-calculator
library/specializations/domains/science/civil-engineering/skills/earth-pressure-calculator - engineering-report-generator
library/specializations/domains/science/civil-engineering/skills/engineering-report-generator - environmental-impact-analyzer
library/specializations/domains/science/civil-engineering/skills/environmental-impact-analyzer - fea-structural-engine
library/specializations/domains/science/civil-engineering/skills/fea-structural-engine - gis-spatial-analyzer
library/specializations/domains/science/civil-engineering/skills/gis-spatial-analyzer - highway-alignment-designer
library/specializations/domains/science/civil-engineering/skills/highway-alignment-designer - hydraulic-analysis-engine
library/specializations/domains/science/civil-engineering/skills/hydraulic-analysis-engine - hydrologic-modeling-engine
library/specializations/domains/science/civil-engineering/skills/hydrologic-modeling-engine - ifc-model-analyzer
library/specializations/domains/science/civil-engineering/skills/ifc-model-analyzer - load-combination-generator
library/specializations/domains/science/civil-engineering/skills/load-combination-generator - pavement-design-calculator
library/specializations/domains/science/civil-engineering/skills/pavement-design-calculator - permit-application-generator
library/specializations/domains/science/civil-engineering/skills/permit-application-generator - pile-capacity-analyzer
library/specializations/domains/science/civil-engineering/skills/pile-capacity-analyzer - quantity-takeoff-calculator
library/specializations/domains/science/civil-engineering/skills/quantity-takeoff-calculator - revit-api-interface
library/specializations/domains/science/civil-engineering/skills/revit-api-interface - section-property-calculator
library/specializations/domains/science/civil-engineering/skills/section-property-calculator - seismic-hazard-analyzer
library/specializations/domains/science/civil-engineering/skills/seismic-hazard-analyzer - settlement-calculator
library/specializations/domains/science/civil-engineering/skills/settlement-calculator - signal-timing-optimizer
library/specializations/domains/science/civil-engineering/skills/signal-timing-optimizer - slope-stability-analyzer
library/specializations/domains/science/civil-engineering/skills/slope-stability-analyzer - soil-classification-tool
library/specializations/domains/science/civil-engineering/skills/soil-classification-tool - steel-connection-designer
library/specializations/domains/science/civil-engineering/skills/steel-connection-designer - submittal-tracker
library/specializations/domains/science/civil-engineering/skills/submittal-tracker - survey-data-processor
library/specializations/domains/science/civil-engineering/skills/survey-data-processor - traffic-simulation-engine
library/specializations/domains/science/civil-engineering/skills/traffic-simulation-engine - water-distribution-modeler
library/specializations/domains/science/civil-engineering/skills/water-distribution-modeler - wind-load-calculator
library/specializations/domains/science/civil-engineering/skills/wind-load-calculator - abstract-domain-library
library/specializations/domains/science/computer-science/skills/abstract-domain-library - amortized-analysis-assistant
library/specializations/domains/science/computer-science/skills/amortized-analysis-assistant - approximation-ratio-calculator
library/specializations/domains/science/computer-science/skills/approximation-ratio-calculator - asymptotic-notation-calculator
library/specializations/domains/science/computer-science/skills/asymptotic-notation-calculator - benchmark-suite-manager
library/specializations/domains/science/computer-science/skills/benchmark-suite-manager - complexity-class-oracle
library/specializations/domains/science/computer-science/skills/complexity-class-oracle - consensus-protocol-library
library/specializations/domains/science/computer-science/skills/consensus-protocol-library - counterexample-guided-refinement
library/specializations/domains/science/computer-science/skills/counterexample-guided-refinement - data-flow-analysis-framework
library/specializations/domains/science/computer-science/skills/data-flow-analysis-framework - dsl-compiler-generator
library/specializations/domains/science/computer-science/skills/dsl-compiler-generator - latex-proof-formatter
library/specializations/domains/science/computer-science/skills/latex-proof-formatter - linearizability-checker
library/specializations/domains/science/computer-science/skills/linearizability-checker - loop-invariant-generator
library/specializations/domains/science/computer-science/skills/loop-invariant-generator - memory-model-analyzer
library/specializations/domains/science/computer-science/skills/memory-model-analyzer - model-checker-interface
library/specializations/domains/science/computer-science/skills/model-checker-interface - operational-semantics-builder
library/specializations/domains/science/computer-science/skills/operational-semantics-builder - optimization-correctness-verifier
library/specializations/domains/science/computer-science/skills/optimization-correctness-verifier - probabilistic-analysis-toolkit
library/specializations/domains/science/computer-science/skills/probabilistic-analysis-toolkit - recurrence-solver
library/specializations/domains/science/computer-science/skills/recurrence-solver - reduction-builder
library/specializations/domains/science/computer-science/skills/reduction-builder - related-work-analyzer
library/specializations/domains/science/computer-science/skills/related-work-analyzer - smt-solver-interface
library/specializations/domains/science/computer-science/skills/smt-solver-interface - soundness-proof-assistant
library/specializations/domains/science/computer-science/skills/soundness-proof-assistant - ssa-transformation-library
library/specializations/domains/science/computer-science/skills/ssa-transformation-library - synthesis-specification-language
library/specializations/domains/science/computer-science/skills/synthesis-specification-language - temporal-logic-translator
library/specializations/domains/science/computer-science/skills/temporal-logic-translator - termination-analyzer
library/specializations/domains/science/computer-science/skills/termination-analyzer - theorem-prover-interface
library/specializations/domains/science/computer-science/skills/theorem-prover-interface - tla-plus-generator
library/specializations/domains/science/computer-science/skills/tla-plus-generator - turing-machine-simulator
library/specializations/domains/science/computer-science/skills/turing-machine-simulator - type-inference-engine
library/specializations/domains/science/computer-science/skills/type-inference-engine - typing-rule-generator
library/specializations/domains/science/computer-science/skills/typing-rule-generator - reliability-analysis
library/specializations/domains/science/electrical-engineering/skills/reliability-analysis - test-automation
library/specializations/domains/science/electrical-engineering/skills/test-automation - thermal-analysis
library/specializations/domains/science/electrical-engineering/skills/thermal-analysis - air-pollution-control
library/specializations/domains/science/environmental-engineering/skills/air-pollution-control - membrane-system-design
library/specializations/domains/science/environmental-engineering/skills/membrane-system-design - stormwater-management
library/specializations/domains/science/environmental-engineering/skills/stormwater-management - wastewater-optimization
library/specializations/domains/science/environmental-engineering/skills/wastewater-optimization - a3-problem-solver
library/specializations/domains/science/industrial-engineering/skills/a3-problem-solver - anthropometric-analyzer
library/specializations/domains/science/industrial-engineering/skills/anthropometric-analyzer - benchmarking-analyst
library/specializations/domains/science/industrial-engineering/skills/benchmarking-analyst - capacity-planner
library/specializations/domains/science/industrial-engineering/skills/capacity-planner - control-chart-analyzer
library/specializations/domains/science/industrial-engineering/skills/control-chart-analyzer - decision-tree-analyzer
library/specializations/domains/science/industrial-engineering/skills/decision-tree-analyzer - demand-forecaster
library/specializations/domains/science/industrial-engineering/skills/demand-forecaster - discrete-event-simulator
library/specializations/domains/science/industrial-engineering/skills/discrete-event-simulator - distribution-fitter
library/specializations/domains/science/industrial-engineering/skills/distribution-fitter - doe-designer
library/specializations/domains/science/industrial-engineering/skills/doe-designer - facility-layout-optimizer
library/specializations/domains/science/industrial-engineering/skills/facility-layout-optimizer - five-s-auditor
library/specializations/domains/science/industrial-engineering/skills/five-s-auditor - fmea-facilitator
library/specializations/domains/science/industrial-engineering/skills/fmea-facilitator - gage-rr-analyzer
library/specializations/domains/science/industrial-engineering/skills/gage-rr-analyzer - integer-program-solver
library/specializations/domains/science/industrial-engineering/skills/integer-program-solver - inventory-optimizer
library/specializations/domains/science/industrial-engineering/skills/inventory-optimizer - kaizen-event-facilitator
library/specializations/domains/science/industrial-engineering/skills/kaizen-event-facilitator - line-balancer
library/specializations/domains/science/industrial-engineering/skills/line-balancer - linear-program-modeler
library/specializations/domains/science/industrial-engineering/skills/linear-program-modeler - mcda-analyzer
library/specializations/domains/science/industrial-engineering/skills/mcda-analyzer - network-optimizer
library/specializations/domains/science/industrial-engineering/skills/network-optimizer - niosh-lifting-calculator
library/specializations/domains/science/industrial-engineering/skills/niosh-lifting-calculator - oee-calculator
library/specializations/domains/science/industrial-engineering/skills/oee-calculator - operational-dashboard-generator
library/specializations/domains/science/industrial-engineering/skills/operational-dashboard-generator - pareto-analyzer
library/specializations/domains/science/industrial-engineering/skills/pareto-analyzer - pdca-tracker
library/specializations/domains/science/industrial-engineering/skills/pdca-tracker - process-capability-calculator
library/specializations/domains/science/industrial-engineering/skills/process-capability-calculator - process-mining-analyzer
library/specializations/domains/science/industrial-engineering/skills/process-mining-analyzer - production-scheduler
library/specializations/domains/science/industrial-engineering/skills/production-scheduler - queuing-analyzer
library/specializations/domains/science/industrial-engineering/skills/queuing-analyzer - root-cause-analyzer
library/specializations/domains/science/industrial-engineering/skills/root-cause-analyzer - rula-reba-assessor
library/specializations/domains/science/industrial-engineering/skills/rula-reba-assessor - simulation-experiment-designer
library/specializations/domains/science/industrial-engineering/skills/simulation-experiment-designer - smed-analyzer
library/specializations/domains/science/industrial-engineering/skills/smed-analyzer - standard-work-documenter
library/specializations/domains/science/industrial-engineering/skills/standard-work-documenter - takt-time-calculator
library/specializations/domains/science/industrial-engineering/skills/takt-time-calculator - time-study-analyzer
library/specializations/domains/science/industrial-engineering/skills/time-study-analyzer - value-stream-mapper
library/specializations/domains/science/industrial-engineering/skills/value-stream-mapper - vehicle-routing-solver
library/specializations/domains/science/industrial-engineering/skills/vehicle-routing-solver - warehouse-slotting-optimizer
library/specializations/domains/science/industrial-engineering/skills/warehouse-slotting-optimizer - work-sampling-analyzer
library/specializations/domains/science/industrial-engineering/skills/work-sampling-analyzer - workstation-layout-designer
library/specializations/domains/science/industrial-engineering/skills/workstation-layout-designer - crystallography-analysis
library/specializations/domains/science/materials-science/skills/crystallography-analysis - metallurgical-analysis
library/specializations/domains/science/materials-science/skills/metallurgical-analysis - polymer-characterization
library/specializations/domains/science/materials-science/skills/polymer-characterization - surface-analysis
library/specializations/domains/science/materials-science/skills/surface-analysis - thermal-analysis
library/specializations/domains/science/materials-science/skills/thermal-analysis - adversarial-proof-audit
library/specializations/domains/science/mathematics/skills/adversarial-proof-audit - arxiv-search-interface
library/specializations/domains/science/mathematics/skills/arxiv-search-interface - benchmark-suite-manager
library/specializations/domains/science/mathematics/skills/benchmark-suite-manager - combinatorial-enumeration
library/specializations/domains/science/mathematics/skills/combinatorial-enumeration - computational-environment-manager
library/specializations/domains/science/mathematics/skills/computational-environment-manager - convex-optimization-solver
library/specializations/domains/science/mathematics/skills/convex-optimization-solver - coq-proof-assistant
library/specializations/domains/science/mathematics/skills/coq-proof-assistant - counterexample-generator
library/specializations/domains/science/mathematics/skills/counterexample-generator - derivative-free-optimization
library/specializations/domains/science/mathematics/skills/derivative-free-optimization - diagram-generator
library/specializations/domains/science/mathematics/skills/diagram-generator - floating-point-analysis
library/specializations/domains/science/mathematics/skills/floating-point-analysis - graph-algorithm-library
library/specializations/domains/science/mathematics/skills/graph-algorithm-library - interpolation-approximation
library/specializations/domains/science/mathematics/skills/interpolation-approximation - isabelle-hol-interface
library/specializations/domains/science/mathematics/skills/isabelle-hol-interface - latex-math-formatter
library/specializations/domains/science/mathematics/skills/latex-math-formatter - lean-proof-assistant
library/specializations/domains/science/mathematics/skills/lean-proof-assistant - math-notation-validator
library/specializations/domains/science/mathematics/skills/math-notation-validator - mathematica-wolfram-interface
library/specializations/domains/science/mathematics/skills/mathematica-wolfram-interface - mathematical-artifact-validation
library/specializations/domains/science/mathematics/skills/mathematical-artifact-validation - mathscinet-interface
library/specializations/domains/science/mathematics/skills/mathscinet-interface - maxima-cas-interface
library/specializations/domains/science/mathematics/skills/maxima-cas-interface - mcmc-diagnostics
library/specializations/domains/science/mathematics/skills/mcmc-diagnostics - mixed-integer-optimization
library/specializations/domains/science/mathematics/skills/mixed-integer-optimization - monte-carlo-simulation
library/specializations/domains/science/mathematics/skills/monte-carlo-simulation - multiple-testing-correction
library/specializations/domains/science/mathematics/skills/multiple-testing-correction - nonlinear-optimization-solver
library/specializations/domains/science/mathematics/skills/nonlinear-optimization-solver - numerical-linear-algebra-toolkit
library/specializations/domains/science/mathematics/skills/numerical-linear-algebra-toolkit - ode-solver-library
library/specializations/domains/science/mathematics/skills/ode-solver-library - pde-solver-library
library/specializations/domains/science/mathematics/skills/pde-solver-library - polynomial-chaos-expansion
library/specializations/domains/science/mathematics/skills/polynomial-chaos-expansion - power-sample-size-calculator
library/specializations/domains/science/mathematics/skills/power-sample-size-calculator - proof-obligation-registry
library/specializations/domains/science/mathematics/skills/proof-obligation-registry - proof-structure-analyzer
library/specializations/domains/science/mathematics/skills/proof-structure-analyzer - pymc-probabilistic-programming
library/specializations/domains/science/mathematics/skills/pymc-probabilistic-programming - robust-statistics-toolkit
library/specializations/domains/science/mathematics/skills/robust-statistics-toolkit - sage-math-interface
library/specializations/domains/science/mathematics/skills/sage-math-interface - sensitivity-analysis-toolkit
library/specializations/domains/science/mathematics/skills/sensitivity-analysis-toolkit - sensitivity-analysis-uq
library/specializations/domains/science/mathematics/skills/sensitivity-analysis-uq - special-functions-library
library/specializations/domains/science/mathematics/skills/special-functions-library - stan-bayesian-modeling
library/specializations/domains/science/mathematics/skills/stan-bayesian-modeling - sympy-computer-algebra
library/specializations/domains/science/mathematics/skills/sympy-computer-algebra - zbmath-interface
library/specializations/domains/science/mathematics/skills/zbmath-interface - additive-manufacturing
library/specializations/domains/science/mechanical-engineering/skills/additive-manufacturing - cad-modeling
library/specializations/domains/science/mechanical-engineering/skills/cad-modeling - cfd-fluids
library/specializations/domains/science/mechanical-engineering/skills/cfd-fluids - change-management
library/specializations/domains/science/mechanical-engineering/skills/change-management - cnc-programming
library/specializations/domains/science/mechanical-engineering/skills/cnc-programming - design-review
library/specializations/domains/science/mechanical-engineering/skills/design-review - dfm-review
library/specializations/domains/science/mechanical-engineering/skills/dfm-review - fai-inspection
library/specializations/domains/science/mechanical-engineering/skills/fai-inspection - failure-analysis
library/specializations/domains/science/mechanical-engineering/skills/failure-analysis - fatigue-analysis
library/specializations/domains/science/mechanical-engineering/skills/fatigue-analysis - fea-structural
library/specializations/domains/science/mechanical-engineering/skills/fea-structural - gdt-drawing
library/specializations/domains/science/mechanical-engineering/skills/gdt-drawing - heat-exchanger-design
library/specializations/domains/science/mechanical-engineering/skills/heat-exchanger-design - hvac-design
library/specializations/domains/science/mechanical-engineering/skills/hvac-design - material-selection
library/specializations/domains/science/mechanical-engineering/skills/material-selection - material-testing
library/specializations/domains/science/mechanical-engineering/skills/material-testing - mechanism-design
library/specializations/domains/science/mechanical-engineering/skills/mechanism-design - piping-stress
library/specializations/domains/science/mechanical-engineering/skills/piping-stress - pressure-vessel
library/specializations/domains/science/mechanical-engineering/skills/pressure-vessel - process-planning
library/specializations/domains/science/mechanical-engineering/skills/process-planning - requirements-flowdown
library/specializations/domains/science/mechanical-engineering/skills/requirements-flowdown - test-correlation
library/specializations/domains/science/mechanical-engineering/skills/test-correlation - test-planning
library/specializations/domains/science/mechanical-engineering/skills/test-planning - thermal-analysis
library/specializations/domains/science/mechanical-engineering/skills/thermal-analysis - tolerance-stackup
library/specializations/domains/science/mechanical-engineering/skills/tolerance-stackup - trade-study
library/specializations/domains/science/mechanical-engineering/skills/trade-study - vibration-analysis
library/specializations/domains/science/mechanical-engineering/skills/vibration-analysis - welding-qualification
library/specializations/domains/science/mechanical-engineering/skills/welding-qualification - afm-spm-analyzer
library/specializations/domains/science/nanotechnology/skills/afm-spm-analyzer - ald-process-controller
library/specializations/domains/science/nanotechnology/skills/ald-process-controller - characterization-workflow-orchestrator
library/specializations/domains/science/nanotechnology/skills/characterization-workflow-orchestrator - cleanroom-metrology-controller
library/specializations/domains/science/nanotechnology/skills/cleanroom-metrology-controller - cleanroom-protocol-manager
library/specializations/domains/science/nanotechnology/skills/cleanroom-protocol-manager - colloidal-stability-analyzer
library/specializations/domains/science/nanotechnology/skills/colloidal-stability-analyzer - comsol-multiphysics-executor
library/specializations/domains/science/nanotechnology/skills/comsol-multiphysics-executor - contact-angle-analyzer
library/specializations/domains/science/nanotechnology/skills/contact-angle-analyzer - cvd-pvd-process-controller
library/specializations/domains/science/nanotechnology/skills/cvd-pvd-process-controller - cytotoxicity-assay-analyzer
library/specializations/domains/science/nanotechnology/skills/cytotoxicity-assay-analyzer - dls-particle-sizer
library/specializations/domains/science/nanotechnology/skills/dls-particle-sizer - drug-encapsulation-optimizer
library/specializations/domains/science/nanotechnology/skills/drug-encapsulation-optimizer - dsa-process-controller
library/specializations/domains/science/nanotechnology/skills/dsa-process-controller - ebl-process-controller
library/specializations/domains/science/nanotechnology/skills/ebl-process-controller - environmental-fate-modeler
library/specializations/domains/science/nanotechnology/skills/environmental-fate-modeler - experiment-planner-doe
library/specializations/domains/science/nanotechnology/skills/experiment-planner-doe - fib-mill-controller
library/specializations/domains/science/nanotechnology/skills/fib-mill-controller - fluorescence-spectroscopy-analyzer
library/specializations/domains/science/nanotechnology/skills/fluorescence-spectroscopy-analyzer - ftir-analyzer
library/specializations/domains/science/nanotechnology/skills/ftir-analyzer - green-synthesis-evaluator
library/specializations/domains/science/nanotechnology/skills/green-synthesis-evaluator - gromacs-md-executor
library/specializations/domains/science/nanotechnology/skills/gromacs-md-executor - iso-nanotechnology-compliance-checker
library/specializations/domains/science/nanotechnology/skills/iso-nanotechnology-compliance-checker - lammps-md-executor
library/specializations/domains/science/nanotechnology/skills/lammps-md-executor - ligand-exchange-protocol-manager
library/specializations/domains/science/nanotechnology/skills/ligand-exchange-protocol-manager - materials-database-querier
library/specializations/domains/science/nanotechnology/skills/materials-database-querier - ml-materials-predictor
library/specializations/domains/science/nanotechnology/skills/ml-materials-predictor - nanocatalyst-performance-analyzer
library/specializations/domains/science/nanotechnology/skills/nanocatalyst-performance-analyzer - nanohub-simulator-interface
library/specializations/domains/science/nanotechnology/skills/nanohub-simulator-interface - nanoimprint-process-controller
library/specializations/domains/science/nanotechnology/skills/nanoimprint-process-controller - nanomaterial-lims-manager
library/specializations/domains/science/nanotechnology/skills/nanomaterial-lims-manager - nanomaterial-sds-generator
library/specializations/domains/science/nanotechnology/skills/nanomaterial-sds-generator - nanoparticle-synthesis-optimizer
library/specializations/domains/science/nanotechnology/skills/nanoparticle-synthesis-optimizer - nanosensor-calibration-manager
library/specializations/domains/science/nanotechnology/skills/nanosensor-calibration-manager - nta-particle-tracker
library/specializations/domains/science/nanotechnology/skills/nta-particle-tracker - plasma-etch-controller
library/specializations/domains/science/nanotechnology/skills/plasma-etch-controller - quantum-espresso-executor
library/specializations/domains/science/nanotechnology/skills/quantum-espresso-executor - raman-spectroscopy-analyzer
library/specializations/domains/science/nanotechnology/skills/raman-spectroscopy-analyzer - saxs-waxs-analyzer
library/specializations/domains/science/nanotechnology/skills/saxs-waxs-analyzer - scale-up-process-analyzer
library/specializations/domains/science/nanotechnology/skills/scale-up-process-analyzer - sem-eds-analyzer
library/specializations/domains/science/nanotechnology/skills/sem-eds-analyzer - stm-analyzer
library/specializations/domains/science/nanotechnology/skills/stm-analyzer - targeting-ligand-designer
library/specializations/domains/science/nanotechnology/skills/targeting-ligand-designer - tem-image-analyzer
library/specializations/domains/science/nanotechnology/skills/tem-image-analyzer - tof-sims-analyzer
library/specializations/domains/science/nanotechnology/skills/tof-sims-analyzer - uv-vis-nir-analyzer
library/specializations/domains/science/nanotechnology/skills/uv-vis-nir-analyzer - vasp-dft-executor
library/specializations/domains/science/nanotechnology/skills/vasp-dft-executor - xps-surface-analyzer
library/specializations/domains/science/nanotechnology/skills/xps-surface-analyzer - xrd-crystallography-analyzer
library/specializations/domains/science/nanotechnology/skills/xrd-crystallography-analyzer - aflow-materials-discovery
library/specializations/domains/science/physics/skills/aflow-materials-discovery - bluesky-data-collection
library/specializations/domains/science/physics/skills/bluesky-data-collection - camb-cosmology-calculator
library/specializations/domains/science/physics/skills/camb-cosmology-calculator - comsol-multiphysics-modeler
library/specializations/domains/science/physics/skills/comsol-multiphysics-modeler - cosmosis-parameter-estimator
library/specializations/domains/science/physics/skills/cosmosis-parameter-estimator - delphes-fast-simulator
library/specializations/domains/science/physics/skills/delphes-fast-simulator - emcee-mcmc-sampler
library/specializations/domains/science/physics/skills/emcee-mcmc-sampler - epics-control-system
library/specializations/domains/science/physics/skills/epics-control-system - geant4-detector-simulator
library/specializations/domains/science/physics/skills/geant4-detector-simulator - gromacs-biosim-runner
library/specializations/domains/science/physics/skills/gromacs-biosim-runner - iminuit-statistical-fitter
library/specializations/domains/science/physics/skills/iminuit-statistical-fitter - kwant-quantum-transport
library/specializations/domains/science/physics/skills/kwant-quantum-transport - labview-instrument-controller
library/specializations/domains/science/physics/skills/labview-instrument-controller - lammps-md-simulator
library/specializations/domains/science/physics/skills/lammps-md-simulator - latex-physics-documenter
library/specializations/domains/science/physics/skills/latex-physics-documenter - lumerical-photonics-simulator
library/specializations/domains/science/physics/skills/lumerical-photonics-simulator - madgraph-amplitude-calculator
library/specializations/domains/science/physics/skills/madgraph-amplitude-calculator - meep-fdtd-simulator
library/specializations/domains/science/physics/skills/meep-fdtd-simulator - monte-carlo-physics-simulator
library/specializations/domains/science/physics/skills/monte-carlo-physics-simulator - nbodykit-cosmology-analyzer
library/specializations/domains/science/physics/skills/nbodykit-cosmology-analyzer - paraview-scientific-visualizer
library/specializations/domains/science/physics/skills/paraview-scientific-visualizer - pymc-bayesian-modeler
library/specializations/domains/science/physics/skills/pymc-bayesian-modeler - pymeasure-automation
library/specializations/domains/science/physics/skills/pymeasure-automation - pyscf-quantum-chemistry
library/specializations/domains/science/physics/skills/pyscf-quantum-chemistry - pythia-event-generator
library/specializations/domains/science/physics/skills/pythia-event-generator - qiskit-quantum-simulator
library/specializations/domains/science/physics/skills/qiskit-quantum-simulator - quantum-espresso-runner
library/specializations/domains/science/physics/skills/quantum-espresso-runner - quimb-tensor-network
library/specializations/domains/science/physics/skills/quimb-tensor-network - root-data-analyzer
library/specializations/domains/science/physics/skills/root-data-analyzer - scikit-hep-analysis
library/specializations/domains/science/physics/skills/scikit-hep-analysis - scipy-optimization-toolkit
library/specializations/domains/science/physics/skills/scipy-optimization-toolkit - spinw-magnetic-simulator
library/specializations/domains/science/physics/skills/spinw-magnetic-simulator - tensorflow-physics-ml
library/specializations/domains/science/physics/skills/tensorflow-physics-ml - vasp-dft-calculator
library/specializations/domains/science/physics/skills/vasp-dft-calculator - wannier90-tight-binding
library/specializations/domains/science/physics/skills/wannier90-tight-binding - zemax-optical-designer
library/specializations/domains/science/physics/skills/zemax-optical-designer - ansatz-designer
library/specializations/domains/science/quantum-computing/skills/ansatz-designer - backend-selector
library/specializations/domains/science/quantum-computing/skills/backend-selector - barren-plateau-analyzer
library/specializations/domains/science/quantum-computing/skills/barren-plateau-analyzer - braket-executor
library/specializations/domains/science/quantum-computing/skills/braket-executor - calibration-analyzer
library/specializations/domains/science/quantum-computing/skills/calibration-analyzer - circuit-optimizer
library/specializations/domains/science/quantum-computing/skills/circuit-optimizer - cirq-circuit-builder
library/specializations/domains/science/quantum-computing/skills/cirq-circuit-builder - data-encoder
library/specializations/domains/science/quantum-computing/skills/data-encoder - mitiq-error-mitigator
library/specializations/domains/science/quantum-computing/skills/mitiq-error-mitigator - noise-modeler
library/specializations/domains/science/quantum-computing/skills/noise-modeler - openfermion-hamiltonian
library/specializations/domains/science/quantum-computing/skills/openfermion-hamiltonian - pennylane-hybrid-executor
library/specializations/domains/science/quantum-computing/skills/pennylane-hybrid-executor - pqc-evaluator
library/specializations/domains/science/quantum-computing/skills/pqc-evaluator - pymatching-decoder
library/specializations/domains/science/quantum-computing/skills/pymatching-decoder - pyscf-interface
library/specializations/domains/science/quantum-computing/skills/pyscf-interface - pyzx-simplifier
library/specializations/domains/science/quantum-computing/skills/pyzx-simplifier - qec-code-builder
library/specializations/domains/science/quantum-computing/skills/qec-code-builder - qiskit-circuit-builder
library/specializations/domains/science/quantum-computing/skills/qiskit-circuit-builder - qiskit-nature-solver
library/specializations/domains/science/quantum-computing/skills/qiskit-nature-solver - qrng-generator
library/specializations/domains/science/quantum-computing/skills/qrng-generator - qsharp-compiler
library/specializations/domains/science/quantum-computing/skills/qsharp-compiler - quantum-kernel-estimator
library/specializations/domains/science/quantum-computing/skills/quantum-kernel-estimator - qubit-mapper
library/specializations/domains/science/quantum-computing/skills/qubit-mapper - qubo-formulator
library/specializations/domains/science/quantum-computing/skills/qubo-formulator - rb-benchmarker
library/specializations/domains/science/quantum-computing/skills/rb-benchmarker - resource-estimator
library/specializations/domains/science/quantum-computing/skills/resource-estimator - statevector-simulator
library/specializations/domains/science/quantum-computing/skills/statevector-simulator - stim-simulator
library/specializations/domains/science/quantum-computing/skills/stim-simulator - tensor-network-simulator
library/specializations/domains/science/quantum-computing/skills/tensor-network-simulator - tket-compiler
library/specializations/domains/science/quantum-computing/skills/tket-compiler - trotter-simulator
library/specializations/domains/science/quantum-computing/skills/trotter-simulator - vqc-trainer
library/specializations/domains/science/quantum-computing/skills/vqc-trainer - academic-writing-assistant
library/specializations/domains/science/scientific-discovery/skills/academic-writing-assistant - analogy-mapper
library/specializations/domains/science/scientific-discovery/skills/analogy-mapper - bayesian-inference-engine
library/specializations/domains/science/scientific-discovery/skills/bayesian-inference-engine - causal-inference-engine
library/specializations/domains/science/scientific-discovery/skills/causal-inference-engine - checklist-validator
library/specializations/domains/science/scientific-discovery/skills/checklist-validator - connected-papers-mapper
library/specializations/domains/science/scientific-discovery/skills/connected-papers-mapper - data-versioning-manager
library/specializations/domains/science/scientific-discovery/skills/data-versioning-manager - doe-optimizer
library/specializations/domains/science/scientific-discovery/skills/doe-optimizer - elicit-research-assistant
library/specializations/domains/science/scientific-discovery/skills/elicit-research-assistant - formal-logic-reasoner
library/specializations/domains/science/scientific-discovery/skills/formal-logic-reasoner - hypothesis-generator
library/specializations/domains/science/scientific-discovery/skills/hypothesis-generator - interactive-dashboard-builder
library/specializations/domains/science/scientific-discovery/skills/interactive-dashboard-builder - jupyter-reproducibility-checker
library/specializations/domains/science/scientific-discovery/skills/jupyter-reproducibility-checker - latex-document-compiler
library/specializations/domains/science/scientific-discovery/skills/latex-document-compiler - meta-analysis-engine
library/specializations/domains/science/scientific-discovery/skills/meta-analysis-engine - network-visualizer
library/specializations/domains/science/scientific-discovery/skills/network-visualizer - osf-workflow-integrator
library/specializations/domains/science/scientific-discovery/skills/osf-workflow-integrator - peer-review-simulator
library/specializations/domains/science/scientific-discovery/skills/peer-review-simulator - power-analysis-calculator
library/specializations/domains/science/scientific-discovery/skills/power-analysis-calculator - protocol-builder
library/specializations/domains/science/scientific-discovery/skills/protocol-builder - pubmed-literature-miner
library/specializations/domains/science/scientific-discovery/skills/pubmed-literature-miner - randomization-generator
library/specializations/domains/science/scientific-discovery/skills/randomization-generator - regression-analyzer
library/specializations/domains/science/scientific-discovery/skills/regression-analyzer - replication-feasibility-assessor
library/specializations/domains/science/scientific-discovery/skills/replication-feasibility-assessor - scientific-figure-generator
library/specializations/domains/science/scientific-discovery/skills/scientific-figure-generator - semantic-scholar-search
library/specializations/domains/science/scientific-discovery/skills/semantic-scholar-search - statistical-reporting-formatter
library/specializations/domains/science/scientific-discovery/skills/statistical-reporting-formatter - statistical-test-selector
library/specializations/domains/science/scientific-discovery/skills/statistical-test-selector - systems-dynamics-modeler
library/specializations/domains/science/scientific-discovery/skills/systems-dynamics-modeler - time-series-analyzer
library/specializations/domains/science/scientific-discovery/skills/time-series-analyzer - triz-contradiction-solver
library/specializations/domains/science/scientific-discovery/skills/triz-contradiction-solver - zotero-reference-manager
library/specializations/domains/science/scientific-discovery/skills/zotero-reference-manager - character-development
library/specializations/domains/social-sciences-humanities/arts-culture/film-tv-production/skills/character-development - dialogue-crafting
library/specializations/domains/social-sciences-humanities/arts-culture/film-tv-production/skills/dialogue-crafting - genre-analysis-film
library/specializations/domains/social-sciences-humanities/arts-culture/film-tv-production/skills/genre-analysis-film - logline-writing
library/specializations/domains/social-sciences-humanities/arts-culture/film-tv-production/skills/logline-writing - scene-writing
library/specializations/domains/social-sciences-humanities/arts-culture/film-tv-production/skills/scene-writing - screenplay-formatting
library/specializations/domains/social-sciences-humanities/arts-culture/film-tv-production/skills/screenplay-formatting - shot-composition
library/specializations/domains/social-sciences-humanities/arts-culture/film-tv-production/skills/shot-composition - sound-design-direction
library/specializations/domains/social-sciences-humanities/arts-culture/film-tv-production/skills/sound-design-direction - storyboard-prompting
library/specializations/domains/social-sciences-humanities/arts-culture/film-tv-production/skills/storyboard-prompting - treatment-writing
library/specializations/domains/social-sciences-humanities/arts-culture/film-tv-production/skills/treatment-writing - video-prompt-engineering
library/specializations/domains/social-sciences-humanities/arts-culture/film-tv-production/skills/video-prompt-engineering - world-building
library/specializations/domains/social-sciences-humanities/arts-culture/film-tv-production/skills/world-building - album-conceptualization
library/specializations/domains/social-sciences-humanities/arts-culture/music-album-creation/skills/album-conceptualization - cover-art-prompting
library/specializations/domains/social-sciences-humanities/arts-culture/music-album-creation/skills/cover-art-prompting - genre-analysis
library/specializations/domains/social-sciences-humanities/arts-culture/music-album-creation/skills/genre-analysis - lyric-writing
library/specializations/domains/social-sciences-humanities/arts-culture/music-album-creation/skills/lyric-writing - music-prompt-engineering
library/specializations/domains/social-sciences-humanities/arts-culture/music-album-creation/skills/music-prompt-engineering - persona-development
library/specializations/domains/social-sciences-humanities/arts-culture/music-album-creation/skills/persona-development - production-guidance
library/specializations/domains/social-sciences-humanities/arts-culture/music-album-creation/skills/production-guidance - style-specification
library/specializations/domains/social-sciences-humanities/arts-culture/music-album-creation/skills/style-specification - track-sequencing
library/specializations/domains/social-sciences-humanities/arts-culture/music-album-creation/skills/track-sequencing - vocal-direction
library/specializations/domains/social-sciences-humanities/arts-culture/music-album-creation/skills/vocal-direction - accessibility-compliance
library/specializations/domains/social-sciences-humanities/arts-culture/skills/accessibility-compliance - arts-advocacy-communication
library/specializations/domains/social-sciences-humanities/arts-culture/skills/arts-advocacy-communication - audience-analytics
library/specializations/domains/social-sciences-humanities/arts-culture/skills/audience-analytics - collection-documentation
library/specializations/domains/social-sciences-humanities/arts-culture/skills/collection-documentation - conservation-assessment
library/specializations/domains/social-sciences-humanities/arts-culture/skills/conservation-assessment - cultural-policy-analysis
library/specializations/domains/social-sciences-humanities/arts-culture/skills/cultural-policy-analysis - curatorial-research
library/specializations/domains/social-sciences-humanities/arts-culture/skills/curatorial-research - digital-engagement-strategy
library/specializations/domains/social-sciences-humanities/arts-culture/skills/digital-engagement-strategy - donor-relationship-management
library/specializations/domains/social-sciences-humanities/arts-culture/skills/donor-relationship-management - exhibition-design
library/specializations/domains/social-sciences-humanities/arts-culture/skills/exhibition-design - grant-proposal-writing
library/specializations/domains/social-sciences-humanities/arts-culture/skills/grant-proposal-writing - interpretive-writing
library/specializations/domains/social-sciences-humanities/arts-culture/skills/interpretive-writing - production-coordination
library/specializations/domains/social-sciences-humanities/arts-culture/skills/production-coordination - risk-mitigation-planning
library/specializations/domains/social-sciences-humanities/arts-culture/skills/risk-mitigation-planning - stakeholder-facilitation
library/specializations/domains/social-sciences-humanities/arts-culture/skills/stakeholder-facilitation - accessibility-compliance-auditing
library/specializations/domains/social-sciences-humanities/education/skills/accessibility-compliance-auditing - assessment-item-development
library/specializations/domains/social-sciences-humanities/education/skills/assessment-item-development - curriculum-gap-analysis
library/specializations/domains/social-sciences-humanities/education/skills/curriculum-gap-analysis - elearning-storyboarding
library/specializations/domains/social-sciences-humanities/education/skills/elearning-storyboarding - facilitation-workshop-delivery
library/specializations/domains/social-sciences-humanities/education/skills/facilitation-workshop-delivery - instructional-video-production
library/specializations/domains/social-sciences-humanities/education/skills/instructional-video-production - learning-analytics-interpretation
library/specializations/domains/social-sciences-humanities/education/skills/learning-analytics-interpretation - learning-needs-analysis
library/specializations/domains/social-sciences-humanities/education/skills/learning-needs-analysis - learning-objectives-writing
library/specializations/domains/social-sciences-humanities/education/skills/learning-objectives-writing - learning-transfer-design
library/specializations/domains/social-sciences-humanities/education/skills/learning-transfer-design - lms-configuration-administration
library/specializations/domains/social-sciences-humanities/education/skills/lms-configuration-administration - multimedia-learning-design
library/specializations/domains/social-sciences-humanities/education/skills/multimedia-learning-design - quality-assurance-review
library/specializations/domains/social-sciences-humanities/education/skills/quality-assurance-review - rubric-design-validation
library/specializations/domains/social-sciences-humanities/education/skills/rubric-design-validation - standards-alignment-mapping
library/specializations/domains/social-sciences-humanities/education/skills/standards-alignment-mapping - accreditation-tracer-simulation
library/specializations/domains/social-sciences-humanities/healthcare/skills/accreditation-tracer-simulation - care-transition-coordination
library/specializations/domains/social-sciences-humanities/healthcare/skills/care-transition-coordination - clinical-decision-support-rules
library/specializations/domains/social-sciences-humanities/healthcare/skills/clinical-decision-support-rules - clinical-documentation-query
library/specializations/domains/social-sciences-humanities/healthcare/skills/clinical-documentation-query - clinical-workflow-analysis
library/specializations/domains/social-sciences-humanities/healthcare/skills/clinical-workflow-analysis - health-data-integration
library/specializations/domains/social-sciences-humanities/healthcare/skills/health-data-integration - medical-coding-audit
library/specializations/domains/social-sciences-humanities/healthcare/skills/medical-coding-audit - patient-safety-event-analysis
library/specializations/domains/social-sciences-humanities/healthcare/skills/patient-safety-event-analysis - payer-contract-analysis
library/specializations/domains/social-sciences-humanities/healthcare/skills/payer-contract-analysis - population-health-stratification
library/specializations/domains/social-sciences-humanities/healthcare/skills/population-health-stratification - quality-metrics-measurement
library/specializations/domains/social-sciences-humanities/healthcare/skills/quality-metrics-measurement - regulatory-compliance-assessment
library/specializations/domains/social-sciences-humanities/healthcare/skills/regulatory-compliance-assessment - revenue-cycle-analytics
library/specializations/domains/social-sciences-humanities/healthcare/skills/revenue-cycle-analytics - workforce-demand-forecasting
library/specializations/domains/social-sciences-humanities/healthcare/skills/workforce-demand-forecasting - archival-finding-aid-interpretation
library/specializations/domains/social-sciences-humanities/humanities/skills/archival-finding-aid-interpretation - citation-scholarly-apparatus
library/specializations/domains/social-sciences-humanities/humanities/skills/citation-scholarly-apparatus - critical-theory-application
library/specializations/domains/social-sciences-humanities/humanities/skills/critical-theory-application - ethnographic-coding-thematics
library/specializations/domains/social-sciences-humanities/humanities/skills/ethnographic-coding-thematics - gis-mapping-humanities
library/specializations/domains/social-sciences-humanities/humanities/skills/gis-mapping-humanities - grant-narrative-writing
library/specializations/domains/social-sciences-humanities/humanities/skills/grant-narrative-writing - ipa-transcription-phonological
library/specializations/domains/social-sciences-humanities/humanities/skills/ipa-transcription-phonological - literary-close-reading
library/specializations/domains/social-sciences-humanities/humanities/skills/literary-close-reading - metadata-standards-implementation
library/specializations/domains/social-sciences-humanities/humanities/skills/metadata-standards-implementation - morphosyntactic-analysis
library/specializations/domains/social-sciences-humanities/humanities/skills/morphosyntactic-analysis - oral-history-interview-technique
library/specializations/domains/social-sciences-humanities/humanities/skills/oral-history-interview-technique - primary-source-evaluation
library/specializations/domains/social-sciences-humanities/humanities/skills/primary-source-evaluation - research-ethics-irb-navigation
library/specializations/domains/social-sciences-humanities/humanities/skills/research-ethics-irb-navigation - tei-text-encoding
library/specializations/domains/social-sciences-humanities/humanities/skills/tei-text-encoding - topic-modeling-text-mining
library/specializations/domains/social-sciences-humanities/humanities/skills/topic-modeling-text-mining - argument-mapping-reconstruction
library/specializations/domains/social-sciences-humanities/philosophy/skills/argument-mapping-reconstruction - bioethics-deliberation
library/specializations/domains/social-sciences-humanities/philosophy/skills/bioethics-deliberation - comparative-religion-analysis
library/specializations/domains/social-sciences-humanities/philosophy/skills/comparative-religion-analysis - conceptual-analysis
library/specializations/domains/social-sciences-humanities/philosophy/skills/conceptual-analysis - ethical-framework-application
library/specializations/domains/social-sciences-humanities/philosophy/skills/ethical-framework-application - evidence-justification-assessment
library/specializations/domains/social-sciences-humanities/philosophy/skills/evidence-justification-assessment - fallacy-detection-analysis
library/specializations/domains/social-sciences-humanities/philosophy/skills/fallacy-detection-analysis - formal-logic-analysis
library/specializations/domains/social-sciences-humanities/philosophy/skills/formal-logic-analysis - hermeneutical-interpretation
library/specializations/domains/social-sciences-humanities/philosophy/skills/hermeneutical-interpretation - philosophical-writing-argumentation
library/specializations/domains/social-sciences-humanities/philosophy/skills/philosophical-writing-argumentation - scholarly-literature-synthesis
library/specializations/domains/social-sciences-humanities/philosophy/skills/scholarly-literature-synthesis - socratic-dialogue-facilitation
library/specializations/domains/social-sciences-humanities/philosophy/skills/socratic-dialogue-facilitation - theological-synthesis
library/specializations/domains/social-sciences-humanities/philosophy/skills/theological-synthesis - thought-experiment-design
library/specializations/domains/social-sciences-humanities/philosophy/skills/thought-experiment-design - academic-writing-publication
library/specializations/domains/social-sciences-humanities/social-sciences/skills/academic-writing-publication - causal-inference-methods
library/specializations/domains/social-sciences-humanities/social-sciences/skills/causal-inference-methods - ethnographic-research
library/specializations/domains/social-sciences-humanities/social-sciences/skills/ethnographic-research - interview-facilitation
library/specializations/domains/social-sciences-humanities/social-sciences/skills/interview-facilitation - mixed-methods-integration
library/specializations/domains/social-sciences-humanities/social-sciences/skills/mixed-methods-integration - network-analysis
library/specializations/domains/social-sciences-humanities/social-sciences/skills/network-analysis - policy-communication
library/specializations/domains/social-sciences-humanities/social-sciences/skills/policy-communication - program-evaluation
library/specializations/domains/social-sciences-humanities/social-sciences/skills/program-evaluation - psychometric-assessment
library/specializations/domains/social-sciences-humanities/social-sciences/skills/psychometric-assessment - qualitative-analysis
library/specializations/domains/social-sciences-humanities/social-sciences/skills/qualitative-analysis - quantitative-methods
library/specializations/domains/social-sciences-humanities/social-sciences/skills/quantitative-methods - research-ethics-irb
library/specializations/domains/social-sciences-humanities/social-sciences/skills/research-ethics-irb - survey-design-administration
library/specializations/domains/social-sciences-humanities/social-sciences/skills/survey-design-administration - systematic-review
library/specializations/domains/social-sciences-humanities/social-sciences/skills/systematic-review - arm-cortex-m
library/specializations/embedded-systems/skills/arm-cortex-m - can-bus
library/specializations/embedded-systems/skills/can-bus - communication-protocols
library/specializations/embedded-systems/skills/communication-protocols - embedded-crypto
library/specializations/embedded-systems/skills/embedded-crypto - embedded-docs
library/specializations/embedded-systems/skills/embedded-docs - environmental-stress-testing
library/specializations/embedded-systems/skills/environmental-stress-testing - firmware-testing
library/specializations/embedded-systems/skills/firmware-testing - freertos-integration
library/specializations/embedded-systems/skills/freertos-integration - hardware-interface-testing
library/specializations/embedded-systems/skills/hardware-interface-testing - jtag-swd-debug
library/specializations/embedded-systems/skills/jtag-swd-debug - linker-script
library/specializations/embedded-systems/skills/linker-script - memory-analysis
library/specializations/embedded-systems/skills/memory-analysis - misra-c-analysis
library/specializations/embedded-systems/skills/misra-c-analysis - motor-control
library/specializations/embedded-systems/skills/motor-control - nordic-nrf
library/specializations/embedded-systems/skills/nordic-nrf - ota-firmware-update
library/specializations/embedded-systems/skills/ota-firmware-update - power-consumption-testing
library/specializations/embedded-systems/skills/power-consumption-testing - power-profiler
library/specializations/embedded-systems/skills/power-profiler - protocol-analyzer
library/specializations/embedded-systems/skills/protocol-analyzer - protocol-conformance-testing
library/specializations/embedded-systems/skills/protocol-conformance-testing - real-time-behavior-testing
library/specializations/embedded-systems/skills/real-time-behavior-testing - safety-critical-testing
library/specializations/embedded-systems/skills/safety-critical-testing - scope-logic-analyzer
library/specializations/embedded-systems/skills/scope-logic-analyzer - sensor-libraries
library/specializations/embedded-systems/skills/sensor-libraries - stm32-hal
library/specializations/embedded-systems/skills/stm32-hal - unity-ceedling-test
library/specializations/embedded-systems/skills/unity-ceedling-test - usb-stack
library/specializations/embedded-systems/skills/usb-stack - wireless-protocols
library/specializations/embedded-systems/skills/wireless-protocols - zephyr-rtos
library/specializations/embedded-systems/skills/zephyr-rtos - axi-protocol
library/specializations/fpga-programming/skills/axi-protocol - cdc-analysis
library/specializations/fpga-programming/skills/cdc-analysis - formal-verification
library/specializations/fpga-programming/skills/formal-verification - fpga-debugging
library/specializations/fpga-programming/skills/fpga-debugging - fsm-design
library/specializations/fpga-programming/skills/fsm-design - hardware-verification-uvm
library/specializations/fpga-programming/skills/hardware-verification-uvm - hdl-simulation
library/specializations/fpga-programming/skills/hdl-simulation - hls-cpp-to-rtl
library/specializations/fpga-programming/skills/hls-cpp-to-rtl - ip-core-management
library/specializations/fpga-programming/skills/ip-core-management - memory-interfaces
library/specializations/fpga-programming/skills/memory-interfaces - place-and-route
library/specializations/fpga-programming/skills/place-and-route - power-analysis
library/specializations/fpga-programming/skills/power-analysis - rtl-linting
library/specializations/fpga-programming/skills/rtl-linting - sva-assertions
library/specializations/fpga-programming/skills/sva-assertions - synthesis-optimization
library/specializations/fpga-programming/skills/synthesis-optimization - timing-constraints
library/specializations/fpga-programming/skills/timing-constraints - uvm-methodology
library/specializations/fpga-programming/skills/uvm-methodology - verilog-sv-language
library/specializations/fpga-programming/skills/verilog-sv-language - vhdl-language
library/specializations/fpga-programming/skills/vhdl-language - ab-testing
library/specializations/game-development/skills/ab-testing - accessibility-games
library/specializations/game-development/skills/accessibility-games - adaptive-music
library/specializations/game-development/skills/adaptive-music - animation-blending
library/specializations/game-development/skills/animation-blending - animation-rigging
library/specializations/game-development/skills/animation-rigging - animation-state-machines
library/specializations/game-development/skills/animation-state-machines - anti-cheat
library/specializations/game-development/skills/anti-cheat - asset-optimization
library/specializations/game-development/skills/asset-optimization - astar
library/specializations/game-development/skills/astar - audio-dsp
library/specializations/game-development/skills/audio-dsp - behavior-trees
library/specializations/game-development/skills/behavior-trees - blender-integration
library/specializations/game-development/skills/blender-integration - bsp
library/specializations/game-development/skills/bsp - character-physics
library/specializations/game-development/skills/character-physics - client-server
library/specializations/game-development/skills/client-server - cloth-simulation
library/specializations/game-development/skills/cloth-simulation - compute-shaders
library/specializations/game-development/skills/compute-shaders - console-performance
library/specializations/game-development/skills/console-performance - construct
library/specializations/game-development/skills/construct - decal-systems
library/specializations/game-development/skills/decal-systems - dedicated-server
library/specializations/game-development/skills/dedicated-server - deferred-rendering
library/specializations/game-development/skills/deferred-rendering - defold
library/specializations/game-development/skills/defold - destruction
library/specializations/game-development/skills/destruction - dialogue-ai
library/specializations/game-development/skills/dialogue-ai - director-ai
library/specializations/game-development/skills/director-ai - economy-balancing
library/specializations/game-development/skills/economy-balancing - enet
library/specializations/game-development/skills/enet - epic-sdk
library/specializations/game-development/skills/epic-sdk - facial-animation
library/specializations/game-development/skills/facial-animation - flipbook
library/specializations/game-development/skills/flipbook - fluid-simulation
library/specializations/game-development/skills/fluid-simulation - fmod
library/specializations/game-development/skills/fmod - forward-rendering
library/specializations/game-development/skills/forward-rendering - fsm
library/specializations/game-development/skills/fsm - game-analytics
library/specializations/game-development/skills/game-analytics - game-hud
library/specializations/game-development/skills/game-hud - game-physics
library/specializations/game-development/skills/game-physics - gamemaker
library/specializations/game-development/skills/gamemaker - git-lfs
library/specializations/game-development/skills/git-lfs - global-illumination
library/specializations/game-development/skills/global-illumination - glsl
library/specializations/game-development/skills/glsl - goap
library/specializations/game-development/skills/goap - godot-2d
library/specializations/game-development/skills/godot-2d - godot-3d
library/specializations/game-development/skills/godot-3d - godot-csharp
library/specializations/game-development/skills/godot-csharp - godot-development
library/specializations/game-development/skills/godot-development - godot-gdscript
library/specializations/game-development/skills/godot-gdscript - godot-networking
library/specializations/game-development/skills/godot-networking - godot-physics
library/specializations/game-development/skills/godot-physics - godot-shaders
library/specializations/game-development/skills/godot-shaders - gog-sdk
library/specializations/game-development/skills/gog-sdk - hlsl
library/specializations/game-development/skills/hlsl - houdini
library/specializations/game-development/skills/houdini - iap
library/specializations/game-development/skills/iap - lag-compensation
library/specializations/game-development/skills/lag-compensation - lobby-system
library/specializations/game-development/skills/lobby-system - localization
library/specializations/game-development/skills/localization - lod
library/specializations/game-development/skills/lod - matchmaking
library/specializations/game-development/skills/matchmaking - maya-integration
library/specializations/game-development/skills/maya-integration - menu-systems
library/specializations/game-development/skills/menu-systems - mobile-ads
library/specializations/game-development/skills/mobile-ads - mobile-optimization
library/specializations/game-development/skills/mobile-optimization - motion-matching
library/specializations/game-development/skills/motion-matching - navmesh
library/specializations/game-development/skills/navmesh - occlusion-culling
library/specializations/game-development/skills/occlusion-culling - p2p-networking
library/specializations/game-development/skills/p2p-networking - particle-systems
library/specializations/game-development/skills/particle-systems - pbr-rendering
library/specializations/game-development/skills/pbr-rendering - perception-system
library/specializations/game-development/skills/perception-system - perforce
library/specializations/game-development/skills/perforce - phaser
library/specializations/game-development/skills/phaser - photon
library/specializations/game-development/skills/photon - physics-engine
library/specializations/game-development/skills/physics-engine - player-retention
library/specializations/game-development/skills/player-retention - playstation-sdk
library/specializations/game-development/skills/playstation-sdk - post-processing
library/specializations/game-development/skills/post-processing - probuilder
library/specializations/game-development/skills/probuilder - procedural-animation
library/specializations/game-development/skills/procedural-animation - procedural-audio
library/specializations/game-development/skills/procedural-audio - procedural-generation
library/specializations/game-development/skills/procedural-generation - ragdoll
library/specializations/game-development/skills/ragdoll - raytracing
library/specializations/game-development/skills/raytracing - remote-config
library/specializations/game-development/skills/remote-config - root-motion
library/specializations/game-development/skills/root-motion - save-load-systems
library/specializations/game-development/skills/save-load-systems - screen-effects
library/specializations/game-development/skills/screen-effects - shader-effects
library/specializations/game-development/skills/shader-effects - shader-optimization
library/specializations/game-development/skills/shader-optimization - shadow-techniques
library/specializations/game-development/skills/shadow-techniques - spatial-audio
library/specializations/game-development/skills/spatial-audio - state-sync
library/specializations/game-development/skills/state-sync - steam-sdk
library/specializations/game-development/skills/steam-sdk - steamworks-networking
library/specializations/game-development/skills/steamworks-networking - steering-behaviors
library/specializations/game-development/skills/steering-behaviors - substance
library/specializations/game-development/skills/substance - switch-sdk
library/specializations/game-development/skills/switch-sdk - terrain
library/specializations/game-development/skills/terrain - texture-pipeline
library/specializations/game-development/skills/texture-pipeline - tile-based
library/specializations/game-development/skills/tile-based - touch-controls
library/specializations/game-development/skills/touch-controls - trail-effects
library/specializations/game-development/skills/trail-effects - tutorial-systems
library/specializations/game-development/skills/tutorial-systems - unity-addressables
library/specializations/game-development/skills/unity-addressables - unity-animation
library/specializations/game-development/skills/unity-animation - unity-cinemachine
library/specializations/game-development/skills/unity-cinemachine - unity-development
library/specializations/game-development/skills/unity-development - unity-ecs
library/specializations/game-development/skills/unity-ecs - unity-hdrp
library/specializations/game-development/skills/unity-hdrp - unity-input-system
library/specializations/game-development/skills/unity-input-system - unity-netcode
library/specializations/game-development/skills/unity-netcode - unity-physics
library/specializations/game-development/skills/unity-physics - unity-profiler
library/specializations/game-development/skills/unity-profiler - unity-shader-graph
library/specializations/game-development/skills/unity-shader-graph - unity-ui-toolkit
library/specializations/game-development/skills/unity-ui-toolkit - unity-urp
library/specializations/game-development/skills/unity-urp - unity-vfx-graph
library/specializations/game-development/skills/unity-vfx-graph - unreal-blueprint
library/specializations/game-development/skills/unreal-blueprint - unreal-chaos
library/specializations/game-development/skills/unreal-chaos - unreal-control-rig
library/specializations/game-development/skills/unreal-control-rig - unreal-cpp
library/specializations/game-development/skills/unreal-cpp - unreal-development
library/specializations/game-development/skills/unreal-development - unreal-gamesframework
library/specializations/game-development/skills/unreal-gamesframework - unreal-lumen
library/specializations/game-development/skills/unreal-lumen - unreal-materials
library/specializations/game-development/skills/unreal-materials - unreal-metasounds
library/specializations/game-development/skills/unreal-metasounds - unreal-nanite
library/specializations/game-development/skills/unreal-nanite - unreal-networking
library/specializations/game-development/skills/unreal-networking - unreal-niagara
library/specializations/game-development/skills/unreal-niagara - unreal-sequencer
library/specializations/game-development/skills/unreal-sequencer - utility-ai
library/specializations/game-development/skills/utility-ai - vehicle-physics
library/specializations/game-development/skills/vehicle-physics - voice-chat
library/specializations/game-development/skills/voice-chat - world-composition
library/specializations/game-development/skills/world-composition - wwise
library/specializations/game-development/skills/wwise - xbox-gdk
library/specializations/game-development/skills/xbox-gdk - zbrush
library/specializations/game-development/skills/zbrush - cublas-cudnn
library/specializations/gpu-programming/skills/cublas-cudnn - cuda-debugging
library/specializations/gpu-programming/skills/cuda-debugging - cuda-graphs
library/specializations/gpu-programming/skills/cuda-graphs - cuda-toolkit
library/specializations/gpu-programming/skills/cuda-toolkit - cutlass-triton
library/specializations/gpu-programming/skills/cutlass-triton - gpu-benchmarking
library/specializations/gpu-programming/skills/gpu-benchmarking - gpu-memory-analysis
library/specializations/gpu-programming/skills/gpu-memory-analysis - hip-rocm
library/specializations/gpu-programming/skills/hip-rocm - nccl-communication
library/specializations/gpu-programming/skills/nccl-communication - nsight-profiler
library/specializations/gpu-programming/skills/nsight-profiler - nvenc-nvdec
library/specializations/gpu-programming/skills/nvenc-nvdec - opencl-runtime
library/specializations/gpu-programming/skills/opencl-runtime - parallel-patterns
library/specializations/gpu-programming/skills/parallel-patterns - stencil-convolution
library/specializations/gpu-programming/skills/stencil-convolution - tensorrt-optimization
library/specializations/gpu-programming/skills/tensorrt-optimization - unified-memory
library/specializations/gpu-programming/skills/unified-memory - vulkan-compute
library/specializations/gpu-programming/skills/vulkan-compute - warp-primitives
library/specializations/gpu-programming/skills/warp-primitives - generative-media-prompting
library/specializations/media/skills/generative-media-prompting - deploy
library/specializations/meta/harnesses/claude-code/examples - agent-generator
library/specializations/meta/skills/agent-generator - process-analyzer
library/specializations/meta/skills/process-analyzer - process-generator
library/specializations/meta/skills/process-generator - process-integrator
library/specializations/meta/skills/process-integrator - process-validator
library/specializations/meta/skills/process-validator - skill-generator
library/specializations/meta/skills/skill-generator - specialization-researcher
library/specializations/meta/skills/specialization-researcher - specialization-validator
library/specializations/meta/skills/specialization-validator - accessibility-testing
library/specializations/mobile-development/skills/accessibility-testing - Room Database
library/specializations/mobile-development/skills/android-room - App Store Connect
library/specializations/mobile-development/skills/app-store-connect - deep-linking
library/specializations/mobile-development/skills/deep-linking - Fastlane/Mobile CI-CD
library/specializations/mobile-development/skills/fastlane-cicd - Firebase Mobile
library/specializations/mobile-development/skills/firebase-mobile - Flutter/Dart Development
library/specializations/mobile-development/skills/flutter-dart - Google Play Console
library/specializations/mobile-development/skills/google-play-console - GraphQL Mobile
library/specializations/mobile-development/skills/graphql-mobile - iOS Persistence (Core Data/Realm)
library/specializations/mobile-development/skills/ios-persistence - Kotlin/Jetpack Compose Development
library/specializations/mobile-development/skills/kotlin-compose - lottie-animations
library/specializations/mobile-development/skills/lottie-animations - Mobile Analytics
library/specializations/mobile-development/skills/mobile-analytics - mobile-gui-automation
library/specializations/mobile-development/skills/mobile-gui-automation - Mobile Performance Profiling
library/specializations/mobile-development/skills/mobile-perf - mobile-security
library/specializations/mobile-development/skills/mobile-security - mobile-sensor-integration
library/specializations/mobile-development/skills/mobile-sensor-integration - Mobile Testing Frameworks
library/specializations/mobile-development/skills/mobile-testing - network-condition-testing
library/specializations/mobile-development/skills/network-condition-testing - offline-mode-testing
library/specializations/mobile-development/skills/offline-mode-testing - Mobile Offline Storage
library/specializations/mobile-development/skills/offline-storage - payment-integration
library/specializations/mobile-development/skills/payment-integration - push-notifications
library/specializations/mobile-development/skills/push-notifications - React Native Development
library/specializations/mobile-development/skills/react-native-dev - Swift/SwiftUI Development
library/specializations/mobile-development/skills/swift-swiftui - dns-protocol
library/specializations/network-programming/skills/dns-protocol - event-loop
library/specializations/network-programming/skills/event-loop - grpc-protocol
library/specializations/network-programming/skills/grpc-protocol - http-protocol
library/specializations/network-programming/skills/http-protocol - load-balancer
library/specializations/network-programming/skills/load-balancer - network-simulation
library/specializations/network-programming/skills/network-simulation - network-testing
library/specializations/network-programming/skills/network-testing - packet-capture
library/specializations/network-programming/skills/packet-capture - protocol-fuzzer
library/specializations/network-programming/skills/protocol-fuzzer - protocol-parser
library/specializations/network-programming/skills/protocol-parser - proxy-server
library/specializations/network-programming/skills/proxy-server - serialization
library/specializations/network-programming/skills/serialization - socket-programming
library/specializations/network-programming/skills/socket-programming - tls-security
library/specializations/network-programming/skills/tls-security - websocket
library/specializations/network-programming/skills/websocket - branch-prediction
library/specializations/performance-optimization/skills/branch-prediction - distributed-caching
library/specializations/performance-optimization/skills/distributed-caching - gatling-load-testing
library/specializations/performance-optimization/skills/gatling-load-testing - lock-free-data-structures
library/specializations/performance-optimization/skills/lock-free-data-structures - memlab-analysis
library/specializations/performance-optimization/skills/memlab-analysis - network-buffers
library/specializations/performance-optimization/skills/network-buffers - network-performance
library/specializations/performance-optimization/skills/network-performance - nodejs-profiling
library/specializations/performance-optimization/skills/nodejs-profiling - simd
library/specializations/performance-optimization/skills/simd - A/B Test Design
library/specializations/product-management/skills/ab-test-design - Competitive Intelligence
library/specializations/product-management/skills/competitive-intel - Feature Flagging
library/specializations/product-management/skills/feature-flags - Customer Feedback Aggregation
library/specializations/product-management/skills/feedback-aggregation - GTM Strategy
library/specializations/product-management/skills/gtm-strategy - OKR Planning
library/specializations/product-management/skills/okr-planning - Persona Development
library/specializations/product-management/skills/persona-development - prd-generator
library/specializations/product-management/skills/prd-generator - prd-to-spec
library/specializations/product-management/skills/prd-to-spec - prioritization-calculator
library/specializations/product-management/skills/prioritization-calculator - product-analytics
library/specializations/product-management/skills/product-analytics - Roadmap Visualization
library/specializations/product-management/skills/roadmap-viz - Stakeholder Communication
library/specializations/product-management/skills/stakeholder-comms - Survey Design
library/specializations/product-management/skills/survey-design - task-to-prd
library/specializations/product-management/skills/task-to-prd - user-research-synthesis
library/specializations/product-management/skills/user-research-synthesis - user-story-generator
library/specializations/product-management/skills/user-story-generator - AST Manipulation
library/specializations/programming-languages/skills/ast-manipulation - Bytecode VM
library/specializations/programming-languages/skills/bytecode-vm - Concurrency Primitives
library/specializations/programming-languages/skills/concurrency-primitives - Debug Adapter Protocol
library/specializations/programming-languages/skills/dap-protocol - effect-systems
library/specializations/programming-languages/skills/effect-systems - Error Messages
library/specializations/programming-languages/skills/error-messages - FFI Design
library/specializations/programming-languages/skills/ffi-design - Garbage Collection
library/specializations/programming-languages/skills/garbage-collection - generics-implementation
library/specializations/programming-languages/skills/generics-implementation - Grammar Design
library/specializations/programming-languages/skills/grammar-design - JIT Compilation
library/specializations/programming-languages/skills/jit-compilation - Lexer Generator
library/specializations/programming-languages/skills/lexer-generator - LLVM Backend
library/specializations/programming-languages/skills/llvm-backend - Language Server Protocol
library/specializations/programming-languages/skills/lsp-protocol - macro-systems
library/specializations/programming-languages/skills/macro-systems - Memory Allocator
library/specializations/programming-languages/skills/memory-allocator - module-systems
library/specializations/programming-languages/skills/module-systems - Parser Generator
library/specializations/programming-languages/skills/parser-generator - pattern-matching
library/specializations/programming-languages/skills/pattern-matching - Register Allocation
library/specializations/programming-languages/skills/register-allocation - REPL Development
library/specializations/programming-languages/skills/repl-development - Source Maps
library/specializations/programming-languages/skills/source-maps - SSA/IR Design
library/specializations/programming-languages/skills/ssa-ir-design - Tree-sitter
library/specializations/programming-languages/skills/tree-sitter - Type Theory
library/specializations/programming-languages/skills/type-theory - Allure Test Reporting
library/specializations/qa-testing-automation/skills/allure-reporting - API Testing
library/specializations/qa-testing-automation/skills/api-testing - Appium Mobile Testing
library/specializations/qa-testing-automation/skills/appium-mobile - axe-accessibility
library/specializations/qa-testing-automation/skills/axe-accessibility - BackstopJS Visual Testing
library/specializations/qa-testing-automation/skills/backstopjs-visual - Code Coverage Analysis
library/specializations/qa-testing-automation/skills/code-coverage - Cucumber BDD Testing
library/specializations/qa-testing-automation/skills/cucumber-bdd - Cypress E2E Testing
library/specializations/qa-testing-automation/skills/cypress-e2e - database-testing
library/specializations/qa-testing-automation/skills/database-testing - docker-test-environments
library/specializations/qa-testing-automation/skills/docker-test-environments - Jest Testing
library/specializations/qa-testing-automation/skills/jest-testing - JMeter Performance Testing
library/specializations/qa-testing-automation/skills/jmeter-performance - k6 Performance Testing
library/specializations/qa-testing-automation/skills/k6-performance - owasp-zap-security
library/specializations/qa-testing-automation/skills/owasp-zap-security - pact-contract-testing
library/specializations/qa-testing-automation/skills/pact-contract-testing - Percy Visual Testing
library/specializations/qa-testing-automation/skills/percy-visual - Playwright E2E Testing
library/specializations/qa-testing-automation/skills/playwright-e2e - pytest Testing
library/specializations/qa-testing-automation/skills/pytest-testing - sanity-testing
library/specializations/qa-testing-automation/skills/sanity-testing - Selenium WebDriver
library/specializations/qa-testing-automation/skills/selenium-webdriver - smoke-testing
library/specializations/qa-testing-automation/skills/smoke-testing - Stryker Mutation Testing
library/specializations/qa-testing-automation/skills/stryker-mutation - test-data-generation
library/specializations/qa-testing-automation/skills/test-data-generation - Behavior Trees Skill
library/specializations/robotics-simulation/skills/behavior-trees - Calibration Tools Skill
library/specializations/robotics-simulation/skills/calibration-tools - Computer Vision Skill
library/specializations/robotics-simulation/skills/computer-vision - Edge Deployment Skill
library/specializations/robotics-simulation/skills/edge-deployment - gazebo-simulation
library/specializations/robotics-simulation/skills/gazebo-simulation - Grasp Planning Skill
library/specializations/robotics-simulation/skills/grasp-planning - NVIDIA Isaac Sim Skill
library/specializations/robotics-simulation/skills/isaac-sim - Kinematics/Dynamics Skill
library/specializations/robotics-simulation/skills/kinematics-dynamics - Motion Planning Skill
library/specializations/robotics-simulation/skills/motion-planning - MoveIt Motion Planning Skill
library/specializations/robotics-simulation/skills/moveit-planning - MPC Controller Skill
library/specializations/robotics-simulation/skills/mpc-controller - Multi-Robot Coordination Skill
library/specializations/robotics-simulation/skills/multi-robot-coordination - Nav2 Navigation Skill
library/specializations/robotics-simulation/skills/nav2-navigation - Object Detection/Segmentation Skill
library/specializations/robotics-simulation/skills/object-detection - Point Cloud Processing Skill
library/specializations/robotics-simulation/skills/point-cloud-processing - Reinforcement Learning Skill
library/specializations/robotics-simulation/skills/rl-robotics - ros-integration
library/specializations/robotics-simulation/skills/ros-integration - ros2_control Skill
library/specializations/robotics-simulation/skills/ros2-control - RViz Visualization Skill
library/specializations/robotics-simulation/skills/rviz-visualization - Safety System Skill
library/specializations/robotics-simulation/skills/safety-systems - sensor-fusion
library/specializations/robotics-simulation/skills/sensor-fusion - Sim-to-Real Transfer Skill
library/specializations/robotics-simulation/skills/sim-to-real - slam-algorithms
library/specializations/robotics-simulation/skills/slam-algorithms - TF2 Transforms Skill
library/specializations/robotics-simulation/skills/tf2-transforms - urdf-sdf-model
library/specializations/robotics-simulation/skills/urdf-sdf-model - actionable-error-formatter
library/specializations/sdk-platform-development/skills/actionable-error-formatter - api-diff-analyzer
library/specializations/sdk-platform-development/skills/api-diff-analyzer - api-gateway-configurator
library/specializations/sdk-platform-development/skills/api-gateway-configurator - api-key-manager
library/specializations/sdk-platform-development/skills/api-key-manager - changelog-generator
library/specializations/sdk-platform-development/skills/changelog-generator - cicd-pipeline-generator
library/specializations/sdk-platform-development/skills/cicd-pipeline-generator - cli-framework-builder
library/specializations/sdk-platform-development/skills/cli-framework-builder - codemod-generator
library/specializations/sdk-platform-development/skills/codemod-generator - compatibility-test-matrix
library/specializations/sdk-platform-development/skills/compatibility-test-matrix - contract-test-framework
library/specializations/sdk-platform-development/skills/contract-test-framework - csharp-sdk-specialist
library/specializations/sdk-platform-development/skills/csharp-sdk-specialist - deprecation-manager
library/specializations/sdk-platform-development/skills/deprecation-manager - developer-portal-builder
library/specializations/sdk-platform-development/skills/developer-portal-builder - diataxis-doc-generator
library/specializations/sdk-platform-development/skills/diataxis-doc-generator - error-code-catalog
library/specializations/sdk-platform-development/skills/error-code-catalog - go-sdk-specialist
library/specializations/sdk-platform-development/skills/go-sdk-specialist - graphql-schema-designer
library/specializations/sdk-platform-development/skills/graphql-schema-designer - health-check-endpoint
library/specializations/sdk-platform-development/skills/health-check-endpoint - idp-configurator
library/specializations/sdk-platform-development/skills/idp-configurator - interactive-api-console
library/specializations/sdk-platform-development/skills/interactive-api-console - java-sdk-specialist
library/specializations/sdk-platform-development/skills/java-sdk-specialist - jwt-handler
library/specializations/sdk-platform-development/skills/jwt-handler - middleware-chain-designer
library/specializations/sdk-platform-development/skills/middleware-chain-designer - oauth-flow-implementer
library/specializations/sdk-platform-development/skills/oauth-flow-implementer - openapi-codegen-orchestrator
library/specializations/sdk-platform-development/skills/openapi-codegen-orchestrator - openapi-spec-generator
library/specializations/sdk-platform-development/skills/openapi-spec-generator - opentelemetry-integrator
library/specializations/sdk-platform-development/skills/opentelemetry-integrator - package-publisher
library/specializations/sdk-platform-development/skills/package-publisher - performance-benchmark-suite
library/specializations/sdk-platform-development/skills/performance-benchmark-suite - plugin-registry-manager
library/specializations/sdk-platform-development/skills/plugin-registry-manager - protobuf-grpc-designer
library/specializations/sdk-platform-development/skills/protobuf-grpc-designer - python-sdk-specialist
library/specializations/sdk-platform-development/skills/python-sdk-specialist - rate-limiter-designer
library/specializations/sdk-platform-development/skills/rate-limiter-designer - request-debugger
library/specializations/sdk-platform-development/skills/request-debugger - rust-sdk-specialist
library/specializations/sdk-platform-development/skills/rust-sdk-specialist - scope-permission-designer
library/specializations/sdk-platform-development/skills/scope-permission-designer - sdk-init-generator
library/specializations/sdk-platform-development/skills/sdk-init-generator - sdk-mock-generator
library/specializations/sdk-platform-development/skills/sdk-mock-generator - semver-analyzer
library/specializations/sdk-platform-development/skills/semver-analyzer - smithy-sdk-generator
library/specializations/sdk-platform-development/skills/smithy-sdk-generator - typescript-sdk-specialist
library/specializations/sdk-platform-development/skills/typescript-sdk-specialist - typespec-sdk-generator
library/specializations/sdk-platform-development/skills/typespec-sdk-generator - usage-analytics-collector
library/specializations/sdk-platform-development/skills/usage-analytics-collector - aws-security-scanner
library/specializations/security-compliance/skills/aws-security-scanner - azure-security-scanner
library/specializations/security-compliance/skills/azure-security-scanner - compliance-evidence-collector
library/specializations/security-compliance/skills/compliance-evidence-collector - container-security-scanner
library/specializations/security-compliance/skills/container-security-scanner - crypto-analyzer
library/specializations/security-compliance/skills/crypto-analyzer - dast-scanner
library/specializations/security-compliance/skills/dast-scanner - dependency-scanner
library/specializations/security-compliance/skills/dependency-scanner - gcp-security-scanner
library/specializations/security-compliance/skills/gcp-security-scanner - gdpr-compliance-automator
library/specializations/security-compliance/skills/gdpr-compliance-automator - git-forensics-scanner
library/specializations/security-compliance/skills/git-forensics-scanner - hipaa-compliance-automator
library/specializations/security-compliance/skills/hipaa-compliance-automator - homoglyph-detector
library/specializations/security-compliance/skills/homoglyph-detector - iac-security-scanner
library/specializations/security-compliance/skills/iac-security-scanner - key-management-orchestrator
library/specializations/security-compliance/skills/key-management-orchestrator - multi-cloud-security-posture
library/specializations/security-compliance/skills/multi-cloud-security-posture - owasp-security-scanner
library/specializations/security-compliance/skills/owasp-security-scanner - pci-dss-compliance-automator
library/specializations/security-compliance/skills/pci-dss-compliance-automator - phishing-simulation-skill
library/specializations/security-compliance/skills/phishing-simulation-skill - sast-analyzer
library/specializations/security-compliance/skills/sast-analyzer - secret-detection-scanner
library/specializations/security-compliance/skills/secret-detection-scanner - secure-coding-training-skill
library/specializations/security-compliance/skills/secure-coding-training-skill - semantic-code-analyzer
library/specializations/security-compliance/skills/semantic-code-analyzer - soc2-compliance-automator
library/specializations/security-compliance/skills/soc2-compliance-automator - vendor-risk-monitor
library/specializations/security-compliance/skills/vendor-risk-monitor - vendor-security-questionnaire
library/specializations/security-compliance/skills/vendor-security-questionnaire - aiml-security
library/specializations/security-research/skills/aiml-security - Binary Exploitation Skill
library/specializations/security-research/skills/binary-exploitation - Burp Suite/Web Security Skill
library/specializations/security-research/skills/burp-websec - cloud-security-testing
library/specializations/security-research/skills/cloud-security-testing - CVE/CWE Database Skill
library/specializations/security-research/skills/cve-cwe-db - Debugger Integration Skill
library/specializations/security-research/skills/debugger-integration - Fuzzing Operations Skill
library/specializations/security-research/skills/fuzzing-ops - Ghidra/IDA Reverse Engineering Skill
library/specializations/security-research/skills/ghidra-ida-re - hardware-security
library/specializations/security-research/skills/hardware-security - incident-forensics
library/specializations/security-research/skills/incident-forensics - MITRE ATT&CK Skill
library/specializations/security-research/skills/mitre-attack - Mobile Security Testing Skill
library/specializations/security-research/skills/mobile-security - Offensive Security Skill
library/specializations/security-research/skills/offensive-security - Network Protocol Analysis Skill
library/specializations/security-research/skills/protocol-analysis - Pwntools Exploitation Skill
library/specializations/security-research/skills/pwntools-exploit - security-sandbox
library/specializations/security-research/skills/security-sandbox - Smart Contract Analysis Skill
library/specializations/security-research/skills/smart-contract-analysis - Static Analysis Tools Skill
library/specializations/security-research/skills/static-analysis-tools - STIX/TAXII Intelligence Skill
library/specializations/security-research/skills/stix-taxii - YARA Rules Skill
library/specializations/security-research/skills/yara-rules - kip-librarian
library/specializations/shared/skills/kip-librarian - adr-generator
library/specializations/software-architecture/skills/adr-generator - api-mock-server
library/specializations/software-architecture/skills/api-mock-server - c4-diagram-generator
library/specializations/software-architecture/skills/c4-diagram-generator - chaos-runner
library/specializations/software-architecture/skills/chaos-runner - cloud-cost-estimator
library/specializations/software-architecture/skills/cloud-cost-estimator - cloudformation-analyzer
library/specializations/software-architecture/skills/cloudformation-analyzer - code-complexity-analyzer
library/specializations/software-architecture/skills/code-complexity-analyzer - compliance-checker
library/specializations/software-architecture/skills/compliance-checker - dashboard-generator
library/specializations/software-architecture/skills/dashboard-generator - db-query-analyzer
library/specializations/software-architecture/skills/db-query-analyzer - dependency-graph-generator
library/specializations/software-architecture/skills/dependency-graph-generator - docs-site-generator
library/specializations/software-architecture/skills/docs-site-generator - graphql-schema-generator
library/specializations/software-architecture/skills/graphql-schema-generator - graphviz-renderer
library/specializations/software-architecture/skills/graphviz-renderer - k8s-validator
library/specializations/software-architecture/skills/k8s-validator - load-test-generator
library/specializations/software-architecture/skills/load-test-generator - log-schema-generator
library/specializations/software-architecture/skills/log-schema-generator - markdown-processor
library/specializations/software-architecture/skills/markdown-processor - mermaid-renderer
library/specializations/software-architecture/skills/mermaid-renderer - metrics-schema-generator
library/specializations/software-architecture/skills/metrics-schema-generator - openapi-generator
library/specializations/software-architecture/skills/openapi-generator - openapi-validator
library/specializations/software-architecture/skills/openapi-validator - performance-profiler
library/specializations/software-architecture/skills/performance-profiler - plantuml-renderer
library/specializations/software-architecture/skills/plantuml-renderer - security-scanner
library/specializations/software-architecture/skills/security-scanner - static-analysis-runner
library/specializations/software-architecture/skills/static-analysis-runner - swagger-ui-deployer
library/specializations/software-architecture/skills/swagger-ui-deployer - tech-writing-linter
library/specializations/software-architecture/skills/tech-writing-linter - technical-leadership
library/specializations/software-architecture/skills/technical-leadership - terraform-analyzer
library/specializations/software-architecture/skills/terraform-analyzer - threat-modeler
library/specializations/software-architecture/skills/threat-modeler - tracing-schema-generator
library/specializations/software-architecture/skills/tracing-schema-generator - asyncapi-docs
library/specializations/technical-documentation/skills/asyncapi-docs - code-sample-validator
library/specializations/technical-documentation/skills/code-sample-validator - confluence-docs
library/specializations/technical-documentation/skills/confluence-docs - diagram-generation
library/specializations/technical-documentation/skills/diagram-generation - docs-accessibility
library/specializations/technical-documentation/skills/docs-accessibility - docs-analytics
library/specializations/technical-documentation/skills/docs-analytics - docusaurus
library/specializations/technical-documentation/skills/docusaurus - doxygen-javadoc
library/specializations/technical-documentation/skills/doxygen-javadoc - gitbook-notion
library/specializations/technical-documentation/skills/gitbook-notion - jsdoc-tsdoc
library/specializations/technical-documentation/skills/jsdoc-tsdoc - link-validator
library/specializations/technical-documentation/skills/link-validator - markdown-mdx
library/specializations/technical-documentation/skills/markdown-mdx - mkdocs-material
library/specializations/technical-documentation/skills/mkdocs-material - openapi-swagger
library/specializations/technical-documentation/skills/openapi-swagger - pdf-generation
library/specializations/technical-documentation/skills/pdf-generation - readme-platform
library/specializations/technical-documentation/skills/readme-platform - sphinx-docs
library/specializations/technical-documentation/skills/sphinx-docs - storybook-docs
library/specializations/technical-documentation/skills/storybook-docs - tech-writing-lint
library/specializations/technical-documentation/skills/tech-writing-lint - translation-management
library/specializations/technical-documentation/skills/translation-management - accessibility-report
library/specializations/ux-ui-design/skills/accessibility-report - animation-spec
library/specializations/ux-ui-design/skills/animation-spec - axe-accessibility
library/specializations/ux-ui-design/skills/axe-accessibility - browser-stack
library/specializations/ux-ui-design/skills/browser-stack - color-palette-generator
library/specializations/ux-ui-design/skills/color-palette-generator - component-inventory
library/specializations/ux-ui-design/skills/component-inventory - contrast-checker
library/specializations/ux-ui-design/skills/contrast-checker - css-precision-editor
library/specializations/ux-ui-design/skills/css-precision-editor - design-system-validator
library/specializations/ux-ui-design/skills/design-system-validator - design-token-transformer
library/specializations/ux-ui-design/skills/design-token-transformer - figma-api
library/specializations/ux-ui-design/skills/figma-api - heatmap-analysis
library/specializations/ux-ui-design/skills/heatmap-analysis - lighthouse
library/specializations/ux-ui-design/skills/lighthouse - mock-spec-extractor
library/specializations/ux-ui-design/skills/mock-spec-extractor - persona-template
library/specializations/ux-ui-design/skills/persona-template - prototype-interaction
library/specializations/ux-ui-design/skills/prototype-interaction - responsive-image
library/specializations/ux-ui-design/skills/responsive-image - screenshot-comparison
library/specializations/ux-ui-design/skills/screenshot-comparison - survey-platform
library/specializations/ux-ui-design/skills/survey-platform - svg-optimizer
library/specializations/ux-ui-design/skills/svg-optimizer - typography-calculator
library/specializations/ux-ui-design/skills/typography-calculator - user-flow-diagram
library/specializations/ux-ui-design/skills/user-flow-diagram - visual-diff-scorer
library/specializations/ux-ui-design/skills/visual-diff-scorer - analytics
library/specializations/web-development/skills/analytics - angular-development
library/specializations/web-development/skills/angular-development - apollo-server
library/specializations/web-development/skills/apollo-server - aria
library/specializations/web-development/skills/aria - aws-amplify
library/specializations/web-development/skills/aws-amplify - browser-automation
library/specializations/web-development/skills/browser-automation - bundle-optimization
library/specializations/web-development/skills/bundle-optimization - caching
library/specializations/web-development/skills/caching - core-web-vitals
library/specializations/web-development/skills/core-web-vitals - csp
library/specializations/web-development/skills/csp - css-modules
library/specializations/web-development/skills/css-modules - cypress
library/specializations/web-development/skills/cypress - design-tokens
library/specializations/web-development/skills/design-tokens - docker-web
library/specializations/web-development/skills/docker-web - drizzle
library/specializations/web-development/skills/drizzle - esbuild
library/specializations/web-development/skills/esbuild - eslint
library/specializations/web-development/skills/eslint - express
library/specializations/web-development/skills/express - fastify
library/specializations/web-development/skills/fastify - frontend-e2e-testing
library/specializations/web-development/skills/frontend-e2e-testing - git
library/specializations/web-development/skills/git - github-actions-web
library/specializations/web-development/skills/github-actions-web - graphql
library/specializations/web-development/skills/graphql - hydration
library/specializations/web-development/skills/hydration - image-optimization
library/specializations/web-development/skills/image-optimization - jest
library/specializations/web-development/skills/jest - json-schema
library/specializations/web-development/skills/json-schema - jwt
library/specializations/web-development/skills/jwt - keyboard-navigation
library/specializations/web-development/skills/keyboard-navigation - lit
library/specializations/web-development/skills/lit - markdown
library/specializations/web-development/skills/markdown - mongodb
library/specializations/web-development/skills/mongodb - msw
library/specializations/web-development/skills/msw - nestjs
library/specializations/web-development/skills/nestjs - netlify
library/specializations/web-development/skills/netlify - nextauth
library/specializations/web-development/skills/nextauth - nextjs
library/specializations/web-development/skills/nextjs - nextjs-app-router
library/specializations/web-development/skills/nextjs-app-router - ngrx
library/specializations/web-development/skills/ngrx - nuxt
library/specializations/web-development/skills/nuxt - nx
library/specializations/web-development/skills/nx - oauth
library/specializations/web-development/skills/oauth - openapi
library/specializations/web-development/skills/openapi - pinia
library/specializations/web-development/skills/pinia - playwright
library/specializations/web-development/skills/playwright - pnpm-workspaces
library/specializations/web-development/skills/pnpm-workspaces - postgresql
library/specializations/web-development/skills/postgresql - prettier
library/specializations/web-development/skills/prettier - prisma-orm
library/specializations/web-development/skills/prisma-orm - progressive-enhancement
library/specializations/web-development/skills/progressive-enhancement - radix-ui
library/specializations/web-development/skills/radix-ui - react-development
library/specializations/web-development/skills/react-development - react-hooks
library/specializations/web-development/skills/react-hooks - react-query
library/specializations/web-development/skills/react-query - react-server-components
library/specializations/web-development/skills/react-server-components - react-testing-library
library/specializations/web-development/skills/react-testing-library - redis
library/specializations/web-development/skills/redis - redux-toolkit
library/specializations/web-development/skills/redux-toolkit - remix
library/specializations/web-development/skills/remix - rest-api-design
library/specializations/web-development/skills/rest-api-design - rxjs
library/specializations/web-development/skills/rxjs - screen-reader
library/specializations/web-development/skills/screen-reader - secrets-management
library/specializations/web-development/skills/secrets-management - seo
library/specializations/web-development/skills/seo - shadcn
library/specializations/web-development/skills/shadcn - socketio
library/specializations/web-development/skills/socketio - sse
library/specializations/web-development/skills/sse - storybook
library/specializations/web-development/skills/storybook - structured-data
library/specializations/web-development/skills/structured-data - styled-components
library/specializations/web-development/skills/styled-components - svelte
library/specializations/web-development/skills/svelte - tailwind-css
library/specializations/web-development/skills/tailwind-css - trpc
library/specializations/web-development/skills/trpc - turbopack
library/specializations/web-development/skills/turbopack - turborepo
library/specializations/web-development/skills/turborepo - typescript
library/specializations/web-development/skills/typescript - vercel
library/specializations/web-development/skills/vercel - vite
library/specializations/web-development/skills/vite - vitest
library/specializations/web-development/skills/vitest - vue-development
library/specializations/web-development/skills/vue-development - wcag
library/specializations/web-development/skills/wcag - web-action-grounding
library/specializations/web-development/skills/web-action-grounding - web-performance
library/specializations/web-development/skills/web-performance - web-scraping
library/specializations/web-development/skills/web-scraping - web-security
library/specializations/web-development/skills/web-security - webpack
library/specializations/web-development/skills/webpack - websocket
library/specializations/web-development/skills/websocket - yaml
library/specializations/web-development/skills/yaml - zod
library/specializations/web-development/skills/zod - zustand
library/specializations/web-development/skills/zustand - greet
packages/adapters/extensions/examples/sample-plugin/skills/greet - test
packages/adapters/extensions/src/__tests__/fixtures/test-plugin/skills/test - integrate-harness
packages/adapters/skills/integrate-harness - ask-expert
packages/adapters/tasks/skills/ask-expert - pending-questions
packages/adapters/tasks/skills/pending-questions - atlas
plugins/atlas-unified/skills/atlas - atlas-graph-query
plugins/atlas-unified/skills/atlas-graph-query - accomplish-status
plugins/babysitter-unified/per-harness/opencode/accomplish-status-skill - babysit
plugins/babysitter-unified/skills/babysit
How it works
When your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
250 tokensWhen the skill is activated
Reference documents
26 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
../../../../../.claude-plugin/marketplace.jsonasset554 bytesREADME.mddoc177 bytesSKILL.mdcore1,061 bytes../../../../specializations/meta/harnesses/cursor/examples/hooks.jsonasset1,079 bytes../../../../specializations/meta/harnesses/cursor/examples/hooks.jsonasset1,079 bytes../../../../specializations/meta/harnesses/cursor/examples/hooks.jsonasset1,079 bytes../../../../specializations/meta/harnesses/cursor/examples/hooks.jsonasset1,079 bytes../../../../specializations/meta/harnesses/cursor/examples/hooks.jsonasset1,079 bytes../../../../specializations/meta/harnesses/gemini-cli/examples/hooks.jsonasset1,029 bytes../../../../specializations/meta/harnesses/gemini-cli/examples/hooks.jsonasset1,029 bytes../../../../specializations/meta/harnesses/gemini-cli/examples/hooks.jsonasset1,029 bytes../../../../specializations/meta/harnesses/github-copilot/examples/hooks.jsonasset1,826 bytes../../../../../packages/adapters/meta/config/adapters/hooks.jsonasset34 bytes../../../../../packages/adapters/tasks/.claude-plugin/plugin.jsonasset305 bytes
Read SKILL.md
# Agent Dispatch
Build dependency-aware, batched dispatch queues for parallel agent execution.
## Agent
Feature Planner - `automaker-feature-planner`
## Workflow
1. Analyze inter-feature dependencies
2. Build directed acyclic graph (DAG)
3. Generate topologically sorted execution order
4. Group features into batches respecting concurrency limits
5. Ensure no batch contains interdependent features
6. Assign agent types to each featureWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
309 tokensWhen the skill is activated
Reference documents
31 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
README.mddoc183 bytesSKILL.mdcore1,210 bytes
Read SKILL.md
# Code Review Gate
Perform code review with quality scoring and configurable threshold enforcement.
## Agent
Code Reviewer - `automaker-code-reviewer`
## Workflow
1. Review all changed files for correctness
2. Check for security vulnerabilities
3. Identify performance issues
4. Verify test coverage adequacy
5. Check code style consistency
6. Detect dead code and debug artifactsWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
243 tokensWhen the skill is activated
Reference documents
30 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
README.mddoc176 bytesSKILL.mdcore1,055 bytes
Read SKILL.md
# Feature Intake
Parse and normalize features from text descriptions, images, and screenshots into structured requirements.
## Agent
Feature Planner - `automaker-feature-planner`
## Workflow
1. Parse feature title and description text
2. Analyze attached images and screenshots for UI requirements
3. Extract explicit and implicit requirements
4. Categorize feature type (UI, API, infrastructure, refactor, bugfix)
5. Estimate initial complexity
6. Extract acceptance criteriaWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
238 tokensWhen the skill is activated
Reference documents
41 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
README.mddoc188 bytesSKILL.mdcore954 bytes
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# Kanban Management
Initialize and manage Kanban board state for feature workflow tracking.
## Agent
Feature Planner - `automaker-feature-planner`
## Workflow
1. Create Kanban board with columns: Backlog, Ready, In Progress, Review, Done
2. Place features as cards in Backlog
3. Assign priority scores to cards
4. Establish WIP limits per column
5. Track card movement through columns
6. Generate board state snapshotsWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
231 tokensWhen the skill is activated
Reference documents
27 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
README.mddoc157 bytesSKILL.mdcore977 bytes
Read SKILL.md
# Streaming Progress
Emit real-time progress events for streaming UI consumption.
## Agent
Progress Streamer - `automaker-progress-streamer`
## Workflow
1. Receive progress event from execution stage
2. Format event with timestamp and stage information
3. Calculate completion percentage
4. Generate human-readable summary
5. Include machine-readable data for UI rendering
6. Emit formatted eventWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
323 tokensWhen the skill is activated
Reference documents
34 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
README.mddoc194 bytesSKILL.mdcore1,243 bytes
Read SKILL.md
# Test Automation
Execute Vitest and Playwright test suites with result collection and failure analysis.
## Agent
Test Runner - `automaker-test-runner`
## Workflow
1. Navigate to worktree path
2. Run Vitest unit tests (npx vitest run --reporter=json)
3. Run Playwright E2E tests (npx playwright test --reporter=json)
4. Collect pass/fail counts per suite
5. Extract failure messages and stack traces
6. Measure code coverageWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
269 tokensWhen the skill is activated
Reference documents
35 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
README.mddoc190 bytesSKILL.mdcore1,038 bytes
Read SKILL.md
# Worktree Isolation
Manage git worktree lifecycle for safe, isolated parallel development.
## Agent
Worktree Manager - `automaker-worktree-manager`
## Workflow
1. Create new branch from base (feature/<id>)
2. Set up git worktree in .worktrees/ directory
3. Verify worktree isolation
4. Install dependencies in worktree
5. After completion, merge or preserve worktree
6. Clean up merged worktrees, preserve failed onesWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
261 tokensWhen the skill is activated
Reference documents
31 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
README.mddoc200 bytesSKILL.mdcore1,157 bytes
Read SKILL.md
# Architecture Design
Design comprehensive system architecture with technology selection and ADRs.
## Agent
Winston (Architect) - `bmad-architect-winston`
## Workflow
1. Define high-level system architecture with components
2. Select technology stack with justification
3. Design data model and database architecture
4. Define API contracts and integration patterns
5. Plan security, scalability, and deployment
6. Document Architecture Decision Records (ADRs)When your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
321 tokensWhen the skill is activated
Reference documents
29 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agents
- Workflow
- Inputs
- Outputs
- Process Files
Files
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# Code Review
Multi-dimensional code review across correctness, security, performance, maintainability, and test coverage.
## Agents
- Amelia (Developer) - `bmad-dev-amelia` (full team mode)
- Barry (Solo Dev) - `bmad-solodev-barry` (quick flow mode)
## Workflow
1. Review correctness: logic, edge cases, error handling
2. Review security: validation, auth, data protection
3. Review performance: efficiency, resources, caching
4. Review maintainability: clarity, naming, SOLID
5. Review test coverage: missing tests, qualityWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
276 tokensWhen the skill is activated
Reference documents
33 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
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# PRD Creation
Create Product Requirements Documents through structured discovery using Jobs-to-be-Done framework.
## Agent
John (Product Manager) - `bmad-pm-john`
## Workflow
1. Synthesize user interviews and Jobs-to-be-Done analysis
2. Define product goals aligned with business objectives
3. Create detailed feature specifications with acceptance criteria
4. Prioritize using MoSCoW or RICE framework
5. Define MVP scope and release strategy
6. Validate PRD completeness (BMad Master)When your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
280 tokensWhen the skill is activated
Reference documents
40 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
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# Product Brief Creation
Create comprehensive product briefs from market, domain, and technical research.
## Agent
Mary (Analyst) - `bmad-analyst-mary`
## Workflow
1. Conduct market research (competitors, trends, opportunities)
2. Perform domain research (problem space, stakeholders, pain points)
3. Evaluate technical feasibility
4. Synthesize findings into structured product brief
5. Define success metrics and scope boundaries
When your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
262 tokensWhen the skill is activated
Reference documents
29 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
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# Project Documentation
Generate comprehensive project documentation with source tree analysis and Mermaid diagrams.
## Agent
Paige (Tech Writer) - `bmad-writer-paige`
## Workflow
1. Scan project structure and identify components
2. Analyze source tree with annotations
3. Generate project context for onboarding
4. Create deep-dive component documentation
5. Generate Mermaid architecture diagrams
6. Build documentation index with navigationWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
261 tokensWhen the skill is activated
Reference documents
29 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
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# QA Testing
Generate and execute API and E2E tests with quality gate assessment.
## Agent
Quinn (QA Engineer) - `bmad-qa-quinn`
## Workflow
1. Generate API tests for new endpoints
2. Create E2E tests for critical user flows
3. Test edge cases from code review findings
4. Run regression tests
5. Generate coverage report
6. Provide quality gate recommendationWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
243 tokensWhen the skill is activated
Reference documents
35 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
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# Quick Flow
Lean solo-developer workflow for rapid spec-to-implementation with minimal overhead.
## Agent
Barry (Solo Dev) - `bmad-solodev-barry`
## Workflow
1. Quick Spec: Create technical specification with stories
2. Quick Dev: Implement each story with tests
3. Code Review: Multi-dimensional quality assessment
## Inputs
- `projectName` - Project nameWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
268 tokensWhen the skill is activated
Reference documents
30 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
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# Sprint Planning
Plan implementation sprints with story selection, goal definition, and execution ordering.
## Agent
Bob (Scrum Master) - `bmad-sm-bob`
## Workflow
1. Review available stories from epic backlog
2. Consider velocity from previous sprints
3. Select stories forming coherent sprint goal
4. Validate stories are implementation-ready
5. Order by dependency and priority
6. Define sprint goal and identify blockersWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
242 tokensWhen the skill is activated
Reference documents
31 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
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# Story Development
Implement user stories with test-driven development methodology.
## Agent
Amelia (Developer) - `bmad-dev-amelia`
## Workflow
1. Read entire story and acceptance criteria
2. Write failing tests for each criterion
3. Implement minimum code to pass tests
4. Refactor while keeping tests green
5. Run full test suite
6. Document implementation decisionsWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
277 tokensWhen the skill is activated
Reference documents
30 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
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# UX Design
Create comprehensive UX design with user flows, wireframes, and design systems.
## Agent
Sally (UX Designer) - `bmad-ux-sally`
## Workflow
1. Synthesize user research from PRD personas
2. Create user journey maps for primary flows
3. Design information architecture and navigation
4. Create wireframes for key screens
5. Define interaction patterns and micro-interactions
6. Establish visual design system foundationsarchitecture-patterns
When your agent uses it
System and API design guidance covering component boundaries, data flow, integration patterns, and scalability considerations.
What it loads into context
Frontmatter
114 tokensAlways available to the agent
SKILL.md
327 tokensWhen the skill is activated
Reference documents
44 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Decision Checkpoints
- When to Use
- Agents Used
Files
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- Single responsibility boundaries
- Interface contracts and type safety
- Dependency injection patterns
- Module cohesion and coupling analysis
### Data Flow
- Request/response patterns
- Event-driven architecture
- State management strategies
- Data transformation pipelines
### Integration Patterns
- API design (REST, GraphQL, RPC)
- Message queuing and async processingcode-generation
When your agent uses it
Minimal, pattern-matching code output. Write the least code that satisfies requirements. Match existing project patterns. Use Write/Edit tools only.
What it loads into context
Frontmatter
188 tokensAlways available to the agent
SKILL.md
295 tokensWhen the skill is activated
Reference documents
42 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Code Quality Checks
- When to Use
- Agents Used
Files
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## Code Quality Checks
- Follow project naming conventions
- Match existing file structure and organization
- Use established error handling patterns
- Maintain consistent import ordering
- Follow TypeScript strictness (no `any`, proper narrowing)
## When to Use
- During TDD GREEN phase (minimal implementation)
- During TDD REFACTOR phase (pattern alignment)
- When implementing fixes in DEBUG workflow
code-review-patterns
When your agent uses it
Multi-dimensional code assessment across security, quality, performance, and maintainability with confidence-gated reporting (>=80%) and Router Contract generation.
What it loads into context
Frontmatter
117 tokensAlways available to the agent
SKILL.md
405 tokensWhen the skill is activated
Reference documents
55 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Confidence Gating
- Router Contract
- When to Use
- Agents Used
Files
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- Injection vulnerabilities (SQL, XSS, command)
- Authentication and authorization patterns
- Secrets handling (no hardcoded credentials)
- Input validation and sanitization
### Quality (weight: 25%)
- Naming conventions and consistency
- Code structure (SRP, cohesion, coupling)
- Error handling completeness
- Type safety (no `any` escapes)
### Performance (weight: 20%)
- Algorithmic complexity (flag O(n^2) or worse)
- Resource and memory leaksdebugging-patterns
When your agent uses it
Root cause analysis frameworks including log-first investigation, git bisect correlation, and pattern-based diagnosis with confidence scoring.
What it loads into context
Frontmatter
160 tokensAlways available to the agent
SKILL.md
305 tokensWhen the skill is activated
Reference documents
45 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Pattern-Based Diagnosis
- Evidence Collection
- When to Use
- Agents Used
Files
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## Pattern-Based Diagnosis
- Check patterns.md for known gotchas matching the error
- Cross-reference with common patterns: null pointer, race condition, resource leak, config error
- Rate root cause confidence (>=80% to proceed with fix)
## Evidence Collection
- Stack traces with full call chain
- Error messages with context
- Exit codes from reproduction attempts
- Git blame/log for change correlation
- Environment differences (if applicable)
planning-patterns
When your agent uses it
Structured planning methodology with research, brainstorming, phased plan creation, risk assessment, and plan-to-build continuity.
What it loads into context
Frontmatter
119 tokensAlways available to the agent
SKILL.md
375 tokensWhen the skill is activated
Reference documents
46 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Plan-to-Build Continuity
- When to Use
- Agents Used
Files
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- Search for existing solutions and patterns
- Identify relevant libraries and tools
- Find best practices in the domain
- Check for known pitfalls
### 2. Brainstorming Phase
- Generate at least 3 alternative approaches
- Evaluate trade-offs: complexity, time, risk, scalability
- Consider build-vs-buy decisions
- Rank by feasibility and alignment
### 3. Plan Creation
- Structure with phases, tasks, and milestones
- Define acceptance criteria per phasesession-memory
When your agent uses it
Mandatory memory persistence system across session resets using three markdown surfaces in .claude/cc10x/. Iron law - every workflow must load at start and update at end.
What it loads into context
Frontmatter
158 tokensAlways available to the agent
SKILL.md
416 tokensWhen the skill is activated
Reference documents
118 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Iron Law
- Stable Edit Anchors
- Read-Edit-Verify Pattern
- Tool Rules
- When to Use
- Agents Used
Files
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## Iron Law
EVERY WORKFLOW MUST:
1. LOAD memory at START (and before key decisions)
2. UPDATE memory at END (and after learnings/decisions)
## Stable Edit Anchors
Safe section headers for Edit operations:
- activeContext: `## Recent Changes`, `## Learnings`, `## References`
- patterns: `## Common Gotchas`, `## Project SKILL_HINTS`
- progress: `## Completed`, `## Verification`
## Read-Edit-Verify Patterntest-driven-development
When your agent uses it
Strict RED-GREEN-REFACTOR cycle enforcement. Tests are never skipped or deferred. Run mode only, never watch mode. Exit code evidence mandatory.
What it loads into context
Frontmatter
167 tokensAlways available to the agent
SKILL.md
359 tokensWhen the skill is activated
Reference documents
72 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Non-Negotiable Rules
- Scope Discipline
- When to Use
- Agents Used
Files
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## Non-Negotiable Rules
- Always use run mode (`CI=true npm test` or `--run` flag)
- NEVER use watch mode (prevents hanging processes)
- Use timeout guards (`timeout 60s`) as backup
- Record exit codes as evidence at each phase
- If tests fail 3 consecutive times in GREEN, report failure status
- Never skip RED phase (failing test must exist before implementation)
- Never defer tests to "later" -- TDD means tests first
## Scope Discipline
- If implementation requires >3 file changes, flag for scope review
- Architectural choices require user approval unless pre-approved in planverification-before-completion
When your agent uses it
Evidence requirement enforcement ensuring all claims are backed by logs, test results, or exit codes. Zero = success, non-zero = failure. No guessing allowed.
What it loads into context
Frontmatter
163 tokensAlways available to the agent
SKILL.md
306 tokensWhen the skill is activated
Reference documents
66 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Rules
- When to Use
- Agents Used
Files
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## Rules
- Never claim "should work" without evidence
- Never claim success without exit code 0
- Never claim a bug is fixed without reproduction failure
- Always capture and report exit codes
- Always run the full test suite, not just targeted tests
- Use timeout guards (`timeout 60s`) to prevent hanging
## When to Use
- Before completing any BUILD workflow step
- Before claiming a DEBUG fix is verified
- Before approving a REVIEW resultWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
277 tokensWhen the skill is activated
Reference documents
52 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Traceability Chain
- Capabilities
- File Structure
- Audit Verification
Files
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# Audit Trail
Full traceability from PRD to code commit through the CCPM spec-driven pipeline.
## Traceability Chain
PRD -> Epic -> Task -> GitHub Issue -> Code Commit
## Capabilities
- PRD user story to task mapping
- Task to GitHub issue linking
- Commit to issue cross-referencing
- Coverage matrix generation
- Audit completeness verification
When your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
329 tokensWhen the skill is activated
Reference documents
53 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Context Sources
- Context Flow
- Isolation
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# Context Management
Project context loading, isolation, and persistent state management across CCPM sessions.
## Capabilities
- Load project context from .claude/ directory structure
- Maintain persistent context across sessions (PRD, epic, task states)
- Isolate agent contexts per work stream
- Context handoff between phases
- Session state recovery
## Context Sources
```
.claude/When your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
276 tokensWhen the skill is activated
Reference documents
61 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
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# Epic Generation
Transform PRD into a technical implementation plan with architecture decisions and dependency mapping.
## Agent
Architect - `architect`
## Workflow
1. Parse PRD and extract structured requirements
2. Define architecture decisions with ADR format
3. Specify technology approach and stack choices
4. Map internal, external, and cross-team dependencies
5. Assemble complete epic document
6. Validate epic covers all PRD requirementsWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
328 tokensWhen the skill is activated
Reference documents
67 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Issue States
- Process Files
Files
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# GitHub Sync
Bidirectional synchronization of epics and tasks with GitHub issues, labels, and relationships.
## Agent
Project Tracker - `project-tracker`
## Workflow
1. Create epic issue with `epic` and `ccpm` labels
2. Create task issues linked to epic with stream-type labels
3. Add acceptance criteria as checkboxes in issue body
4. Set issue relationships (parent/child)
5. Sync progress updates as issue comments
6. Close issues when tasks completeWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
424 tokensWhen the skill is activated
Reference documents
62 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agents
- Workflow
- Inputs
- Outputs
- Agent Dispatch (5-12 parallel agents per issue)
- Process Files
Files
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# Parallel Orchestration
Coordinate multiple specialized agents across parallel work streams with quality gates and conflict resolution.
## Agents
- Database Engineer - `database-engineer`
- API Developer - `api-developer`
- UI Developer - `ui-developer`
- Test Engineer - `test-engineer`
- Documentation Writer - `documentation-writer`
## Workflow
1. Prepare execution plan with stream batches
2. Dispatch specialized agents per stream (ctx.parallel.all)When your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
297 tokensWhen the skill is activated
Reference documents
62 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
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# PRD Creation
Interactive PRD brainstorming and drafting with quality-gated refinement.
## Agent
Product Planner - `product-planner`
## Workflow
1. Brainstorm ideas, users, and pain points
2. Draft structured PRD with vision, user stories, success criteria
3. Validate PRD quality (completeness, clarity, testability, consistency)
4. Iteratively refine until quality threshold met
5. Finalize and write to .claude/prds/<featureName>.md
When your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
302 tokensWhen the skill is activated
Reference documents
67 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
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# Progress Tracking
Status dashboards, standup reports, and blocked task management with GitHub synchronization.
## Agent
Project Tracker - `project-tracker`
## Workflow
1. Gather current state from all sources (tasks, GitHub, artifacts)
2. Generate standup report (accomplished, in-progress, blockers, next)
3. Manage blocked tasks with categorization and escalation
4. Create status dashboard with stream breakdown and traceability
5. Verify completion against PRD criteria
6. Sync tracking data to GitHubWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
341 tokensWhen the skill is activated
Reference documents
63 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
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# Task Decomposition
Break epics into parallelizable tasks with acceptance criteria, effort estimates, and dependency graphs.
## Agent
Task Analyst - `task-analyst`
## Workflow
1. Analyze epic and identify 4-5 parallel work streams
2. Decompose each stream into concrete tasks (parallel)
3. Set acceptance criteria in Given/When/Then format
4. Estimate effort (S/M/L/XL) and set parallelization flags
5. Build cross-stream dependency graph
6. Validate coverage against PRD user storiescheckpoint-management
When your agent uses it
Git-backed state management for safe rollback. Create and restore checkpoints with tagged commits and metadata tracking.
What it loads into context
Frontmatter
106 tokensAlways available to the agent
SKILL.md
289 tokensWhen the skill is activated
Reference documents
90 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Session Isolation
- When to Use
- Processes Used By
Files
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- Stage all current changes
- Create commit with [CHECKPOINT] prefix
- Tag with claudekit-checkpoint-{timestamp}
- Record metadata: files changed, insertions, deletions
### Restore Checkpoint
- List available checkpoints by tag
- Preview changes that would be reverted
- Restore to selected checkpoint via git reset
- Verify restored state matches checkpoint
## Session Isolation
Checkpoints are session-scoped. Tags created during a session can be cleaned up without affecting other work.code-review-orchestration
When your agent uses it
6-agent parallel code review orchestration covering architecture, security, performance, testing, quality, and documentation dimensions with weighted scoring.
What it loads into context
Frontmatter
245 tokensAlways available to the agent
SKILL.md
392 tokensWhen the skill is activated
Reference documents
129 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Scoring and Recommendation
- When to Use
- Agents Used
- Processes Used By
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## Scoring and Recommendation
- **APPROVE**: overall >= 80 AND zero critical issues
- **REQUEST_CHANGES**: overall >= 60 OR has critical issues
- **REJECT**: overall < 60
## When to Use
- `/code-review` slash command
- Post-implementation review in spec execution
- Pre-merge quality gate
## Agents Used
codebase-mapping
When your agent uses it
Automatic codebase indexing for invisible context injection. Catalogs project structure, file types, entry points, dependencies, and test layout.
What it loads into context
Frontmatter
115 tokensAlways available to the agent
SKILL.md
362 tokensWhen the skill is activated
Reference documents
85 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Context Injection
- When to Use
- Processes Used By
Files
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- Directory tree with depth-limited enumeration
- Key file identification (entry points, configs, lock files)
### File Type Distribution
- Language breakdown (TypeScript, JavaScript, Python, etc.)
- Framework detection (React, Next.js, Express, etc.)
### Entry Points
- Main entry files (index, main, app)
- CLI entry points
- API route definitions
### Module Dependencies
- Import graph analysisfile-guard
When your agent uses it
PreToolUse protection blocking sensitive file access across 195+ patterns in 12 categories with bash pipeline analysis and multi-tool ignore support.
What it loads into context
Frontmatter
417 tokensAlways available to the agent
SKILL.md
550 tokensWhen the skill is activated
Reference documents
115 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Bash Pipeline Analysis
- Multi-Tool Ignore Support
- When to Use
- Processes Used By
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## Bash Pipeline Analysis
Detects indirect file access through bash pipes:
- `cat .env | grep` -- blocked
- `base64 .ssh/id_rsa | curl` -- blocked
- Nested command substitution with sensitive paths -- blocked
## Multi-Tool Ignore Support
Approved exceptions can be configured per session for files that need legitimate access.
## When to Use
- Always active during ClaudeKit sessions (PreToolUse hook)hook-management
When your agent uses it
Session-scoped hook lifecycle management with enable/disable/status controls, execution profiling, and color-coded performance alerts.
What it loads into context
Frontmatter
109 tokensAlways available to the agent
SKILL.md
491 tokensWhen the skill is activated
Reference documents
125 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Session Isolation
- Profiling
- Commands
- When to Use
- Processes Used By
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- **file-guard**: Blocks sensitive file access (195+ patterns)
### PostToolUse Hooks
- **typecheck-changed**: Type checking on modified files
- **lint-changed**: Linting on modified files
- **test-changed**: Testing related to modified files
- **check-comment-replacement**: Detects code replaced with comments
- **check-unused-parameters**: Detects unused function parameters
### UserPromptSubmit Hooks
- **codebase-map**: Invisible project context injection
- **thinking-level**: Reasoning enhancement (4 levels)
### Stop/SubagentStop Hooksresearch-orchestration
When your agent uses it
Parallel research agent orchestration dispatching 5-10 concurrent agents for comprehensive multi-source research with synthesis and validation.
What it loads into context
Frontmatter
158 tokensAlways available to the agent
SKILL.md
341 tokensWhen the skill is activated
Reference documents
76 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process Flow
- Sources
- Confidence Scoring
- When to Use
- Processes Used By
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## Process Flow
1. **Plan**: Decompose query into independent sub-queries
2. **Dispatch**: Run 5-10 research agents in parallel
3. **Synthesize**: Merge findings, identify consensus and conflicts
4. **Validate**: Cross-reference against codebase for accuracy
## Sources
- Codebase: source files, patterns, implementations
- Documentation: README, JSDoc, inline comments
- Configuration: package.json, tsconfig, CI/CD configs
## Confidence Scoringspec-creation
When your agent uses it
Feature specification creation from codebase research. Produces requirements, acceptance criteria, architecture decisions, implementation plans, and risk analysis.
What it loads into context
Frontmatter
113 tokensAlways available to the agent
SKILL.md
338 tokensWhen the skill is activated
Reference documents
69 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Specification Components
- Output
- When to Use
- Processes Used By
Files
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- Identify existing patterns and conventions
- Map dependencies and integration points
- Review existing tests for testing patterns
- Document technical constraints
## Specification Components
### Scope and Non-Goals
Clear boundaries on what the feature does and does not include.
### Functional Requirements
Detailed requirements with unique identifiers for tracking.
### Acceptance Criteriaspec-execution
When your agent uses it
6-phase iterative specification execution workflow covering implementation, testing, review, improvement, commit, and progress tracking with quality-gated convergence.
What it loads into context
Frontmatter
115 tokensAlways available to the agent
SKILL.md
404 tokensWhen the skill is activated
Reference documents
94 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Quality Gate
- When to Use
- Processes Used By
Files
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- Read specification for requirements and architecture
- Implement each requirement following project conventions
- Add type definitions and JSDoc documentation
- Implement error handling for all failure modes
### Phase 2: Test Writing
- Write unit tests for each module/function
- Write integration tests for API boundaries
- Cover all acceptance criteria from the specification
- Test edge cases and error paths
### Phase 3: Code Review
- Verify all requirements are implemented
- Check acceptance criteria are testedcog-braindump-capture
When your agent uses it
Capture raw thoughts with automatic domain classification and vault routing
What it loads into context
Frontmatter
115 tokensAlways available to the agent
SKILL.md
361 tokensWhen the skill is activated
Reference documents
186 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Tool Use Instructions
- Examples
Files
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- Classify content into personal, professional, and project-specific domains
- Extract embedded URLs for separate processing
- Route classified content to appropriate vault directories
- Tag entries with metadata: date, domain, confidence, topics
- Maintain strict domain separation (02-personal vs 03-professional)
- Quality-gated capture with iterative refinement
## Tool Use Instructions
1. Use `file-read` to load user profile from 00-inbox for classification context
2. Classify content by domain using natural language analysis
3. Use `file-write` to create classified entries in appropriate vault directories
4. Use `file-search` to find related existing entries for cross-referencing
5. Use `file-write` to add cross-references to new and existing entriescog-daily-intelligence
When your agent uses it
Generate personalized verified news briefs with 7-day freshness and 95%+ source accuracy
What it loads into context
Frontmatter
125 tokensAlways available to the agent
SKILL.md
415 tokensWhen the skill is activated
Reference documents
134 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Tool Use Instructions
- Quality Standards
- Examples
Files
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- Enforce 7-day freshness requirement on all sources
- Apply verification-first methodology: every claim needs a source
- Target 95%+ source accuracy
- Assign confidence levels to all intelligence items
- Cross-reference with existing vault knowledge in 05-knowledge
- Quality-gated brief generation with iterative refinement
## Tool Use Instructions
1. Use `file-read` to load user profile and interests from 00-inbox
2. Use `web-search` to gather relevant intelligence sources
3. Use `web-fetch` to verify and extract content from sources
4. Cross-verify claims across multiple sources
5. Use `file-read` to check existing knowledge in 05-knowledge for contextcog-knowledge-consolidation
When your agent uses it
Build structured knowledge frameworks from scattered vault notes with source attribution
What it loads into context
Frontmatter
115 tokensAlways available to the agent
SKILL.md
327 tokensWhen the skill is activated
Reference documents
158 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Tool Use Instructions
- Examples
Files
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- Cluster related notes into coherent themes
- Build structured frameworks: concept maps, key principles, examples, applications
- Cross-reference with existing frameworks in 05-knowledge
- Preserve source attribution through consolidation
- Quality-gated framework building with iterative refinement
- Identify knowledge gaps needing additional capture
## Tool Use Instructions
1. Use `file-search` to find notes not yet consolidated into frameworks
2. Use `file-read` to load candidate notes and existing frameworks
3. Cluster related notes by topic similarity
4. Build framework structure: concept map, principles, examples, applications
5. Use `file-write` to create or update frameworks in 05-knowledgecog-meeting-processing
When your agent uses it
Process meeting recordings and transcripts into decisions, action items, and team dynamics
What it loads into context
Frontmatter
116 tokensAlways available to the agent
SKILL.md
372 tokensWhen the skill is activated
Reference documents
168 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Tool Use Instructions
- Examples
Files
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- Extract decisions with context, rationale, and stakeholders
- Identify action items with owners, priorities, and deadlines
- Analyze team dynamics: engagement, alignment, collaboration quality
- Generate executive meeting summaries
- Segment transcripts into topics and discussion threads
- Route meeting artifacts to vault with project cross-references
## Tool Use Instructions
1. Use `file-read` to load the meeting transcript or recording
2. Parse transcript and identify speakers against participant list
3. Segment into topics and discussion threads
4. Extract decisions with context and rationale
5. Extract action items with owners and deadlinescog-onboarding
When your agent uses it
Personalize COG Second Brain workflow through role pack selection and vault initialization
What it loads into context
Frontmatter
120 tokensAlways available to the agent
SKILL.md
366 tokensWhen the skill is activated
Reference documents
228 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Tool Use Instructions
- Examples
Files
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- Configure one of 7 role packs: Product Manager, Engineering Lead, Engineer, Designer, Founder, Marketer, Custom
- Set up user profile with interests, domains, and news sources
- Configure external integrations (GitHub, Linear, Slack, PostHog)
- Create personalized workflow templates based on role
- Initialize Git tracking for the vault
## Tool Use Instructions
1. Use `file-read` to check for existing vault at the specified path
2. Use `directory-create` to build the COG directory structure
3. Use `file-write` to create profile.md in 00-inbox with role pack configuration
4. Use `git-init` to initialize Git repository in the vault
5. Use `file-write` to create .gitignore with privacy-sensitive patterns
6. Use `git-commit` to commit initial vault structurecog-team-intelligence
When your agent uses it
Cross-reference GitHub, Linear, Slack, and PostHog with bidirectional sync for team briefs
What it loads into context
Frontmatter
127 tokensAlways available to the agent
SKILL.md
409 tokensWhen the skill is activated
Reference documents
166 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Tool Use Instructions
- Examples
Files
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- Gather activity data from Linear (issues, cycles, projects)
- Gather activity data from Slack (discussions, decisions, threads)
- Gather analytics from PostHog (metrics, feature flags, experiments)
- Cross-reference data across all platforms
- Detect cross-platform misalignment
- Generate team intelligence briefs with blocker detection
- Support bidirectional sync between platforms
## Tool Use Instructions
1. Use `api-call` or `web-fetch` to gather data from configured integrations
2. Normalize data from each platform into comparable format
3. Cross-reference to identify patterns spanning platforms
4. Use `file-read` to load existing team context from 04-projectscog-url-extraction
When your agent uses it
Save URLs with auto-extracted insights, credibility scoring, and vault routing
What it loads into context
Frontmatter
121 tokensAlways available to the agent
SKILL.md
338 tokensWhen the skill is activated
Reference documents
143 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Tool Use Instructions
- Examples
Files
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- Extract: title, summary, key takeaways, relevant quotes
- Assess source credibility and assign confidence levels
- Classify extracted insights by domain
- Route insights to appropriate vault sections
- Create cross-references to related vault entries
## Tool Use Instructions
1. Use `web-fetch` to retrieve URL content
2. Extract key insights: title, summary, takeaways, quotes
3. Assess source credibility using domain reputation and content quality
4. Use `file-read` to find related existing vault entries
5. Use `file-write` to store extracted insights in markdown format
6. Add cross-references to related entriescog-weekly-reflection
When your agent uses it
Cross-domain pattern analysis with personal, professional, and project domain synthesis
What it loads into context
Frontmatter
116 tokensAlways available to the agent
SKILL.md
343 tokensWhen the skill is activated
Reference documents
154 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Tool Use Instructions
- Examples
Files
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- Identify patterns in personal domain (energy, mood, productivity)
- Identify patterns in professional domain (skills, career, industry)
- Identify patterns in project domain (velocity, blockers, progress)
- Synthesize cross-domain connections
- Generate actionable insights with confidence levels
- Quality-gated reflection with iterative refinement
## Tool Use Instructions
1. Use `file-read` to load entries from 01-daily, 02-personal, 03-professional, 04-projects
2. Use `file-search` to find related entries across sections
3. Analyze patterns within each domain independently
4. Synthesize cross-domain connections
5. Use `file-write` to create weekly check-in in 01-dailycode-review-pipeline
When your agent uses it
Multi-dimensional code review across correctness, security, performance, and maintainability with confidence-gated reporting and remediation loops.
What it loads into context
Frontmatter
112 tokensAlways available to the agent
SKILL.md
460 tokensWhen the skill is activated
Reference documents
56 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Confidence Gating
- Remediation Loop
- When to Use
- Agents Used
Files
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- Logic errors and off-by-one mistakes
- Edge case handling (null, undefined, empty, boundary)
- Type safety (no implicit any, proper narrowing)
- Error handling completeness
- Floating promise detection
- Race condition analysis
### Dimension 2: Security
- Injection vectors (SQL, XSS, command, template)
- Authentication and authorization gaps
- Data exposure (PII, credentials, internal state)
- Dependency vulnerabilities (known CVEs)
- Input validation completeness
context-engineering
When your agent uses it
Dynamic context injection, mode switching (dev/review/research), selective loading, and strategic compaction for token optimization.
What it loads into context
Frontmatter
116 tokensAlways available to the agent
SKILL.md
515 tokensWhen the skill is activated
Reference documents
42 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Dynamic Injection
- Selective Loading
- Strategic Compaction
- Cross-Platform Detection
- When to Use
- Agents Used
Files
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- Load: architecture docs, active code files, test files, recent changes
- Skip: historical discussions, completed milestones, research notes
- Priority: implementation speed
### Review Mode
- Load: code diff, coding standards, security rules, test coverage
- Skip: architecture docs, planning notes, research
- Priority: thoroughness and accuracy
### Research Mode
- Load: requirements, existing patterns, external research, alternatives
- Skip: implementation details, test files, CI configs
- Priority: breadth of information
continuous-learning
When your agent uses it
Pattern extraction, confidence-scored evaluation, skill creation, organization, versioning, and cross-project export pipeline.
What it loads into context
Frontmatter
113 tokensAlways available to the agent
SKILL.md
456 tokensWhen the skill is activated
Reference documents
43 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Strategic Compaction
- When to Use
- Agents Used
Files
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- Analyze code changes and implementation approaches
- Identify recurring patterns and conventions
- Extract architectural decisions with rationale
- Capture error resolution strategies
- Record tool usage patterns
- Assign initial confidence scores (0-100)
### 2. Pattern Evaluation
- Score generalizability (0-100): cross-project applicability
- Score reliability (0-100): validation frequency
- Score impact (0-100): outcome improvement
- Composite: generalizability * 0.3 + reliability * 0.4 + impact * 0.3
- Filter below confidence threshold (default: 75)
- Merge similar patternseval-harness
When your agent uses it
Evaluation harness for testing agent and skill quality through structured benchmarks, regression tests, and quality scoring.
What it loads into context
Frontmatter
111 tokensAlways available to the agent
SKILL.md
472 tokensWhen the skill is activated
Reference documents
37 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Quality Scoring
- When to Use
- Agents Used
Files
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- Define test cases with known-correct outputs
- Run agent against each test case
- Score: accuracy, completeness, relevance
- Compare against baseline performance
- Track performance over time
### 2. Skill Quality Testing
- Verify skill instructions produce expected outcomes
- Test edge cases and boundary conditions
- Measure consistency across multiple runs
- Check for harmful or incorrect outputs
- Validate against ground truth
### 3. Regression Suitemulti-service-orchestration
When your agent uses it
PM2 process management, backend/frontend cascade execution, parallel worktree builds, and cross-service integration testing.
What it loads into context
Frontmatter
115 tokensAlways available to the agent
SKILL.md
490 tokensWhen the skill is activated
Reference documents
41 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Execution Modes
- PM2 Management
- Cross-Service Testing
- Health Monitoring
- When to Use
- Agents Used
Files
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- Scan for service directories (packages/, services/, apps/)
- Parse package.json for dependencies and scripts
- Build dependency graph
- Detect package managers per service
- Determine topological execution order
- Flag circular dependencies
## Execution Modes
### Cascade Mode
- Sequential execution following dependency order
- Wait for health check before starting dependents
- Stop on failure with detailed error report
- Support partial cascade (skip healthy services)research-first-dev
When your agent uses it
Research-first development methodology that investigates existing solutions, brainstorms alternatives, and evaluates trade-offs before any implementation begins.
What it loads into context
Frontmatter
120 tokensAlways available to the agent
SKILL.md
441 tokensWhen the skill is activated
Reference documents
49 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Iterative Retrieval
- When to Use
- Agents Used
Files
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- Parse the request into specific technical requirements
- Identify the domain and relevant technology stack
- List known constraints (time, resources, compatibility)
- Define success criteria
### 2. Existing Solution Search
- Search GitHub for similar implementations
- Check package registries (npm, PyPI, crates.io, etc.)
- Review documentation for framework-specific solutions
- Identify relevant design patterns
- Check for known anti-patterns to avoid
### 3. Alternative Brainstorming
- Generate at least 3 alternative approachessecurity-scanning
When your agent uses it
AgentShield security audit with 5 scanning categories, 102 static analysis rules, and optional red-team simulation.
What it loads into context
Frontmatter
110 tokensAlways available to the agent
SKILL.md
454 tokensWhen the skill is activated
Reference documents
54 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Optional: Red Team Simulation
- When to Use
- Agents Used
Files
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- AWS access keys (AKIA pattern)
- GitHub tokens (ghp_, gho_, ghs_, ghr_)
- Generic API keys and bearer tokens
- Database connection strings with credentials
- Private keys (RSA, EC, SSH)
- JWT secrets and signing keys
- OAuth client secrets
- Slack tokens and webhooks
- Cloud provider credentials (GCP, Azure)
### 2. Permission Auditing
- File system read/write scope
- Network calls and protocols
- Process execution (child_process)tdd-enforcement
When your agent uses it
Red-Green-Refactor TDD methodology with mandatory failing tests, minimal implementation, quality refactoring, and 80% coverage gating.
What it loads into context
Frontmatter
121 tokensAlways available to the agent
SKILL.md
424 tokensWhen the skill is activated
Reference documents
58 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Rules
- When to Use
- Agents Used
Files
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- Write tests that define expected behavior
- Tests MUST fail (exit code 1)
- Use CI=true or --run flag, never watch mode
- Apply timeout guards (60s) to prevent hanging
- Record exit code as evidence
### 2. GREEN Phase - Minimal Implementation
- Write the minimal code to make tests pass
- Do NOT add features not covered by tests
- Do NOT optimize prematurely
- Tests MUST pass (exit code 0)
- Record exit code as evidence
### 3. REFACTOR Phase - Quality Improvementagent-coordination
When your agent uses it
Coordinate Crew (persistent) and Polecat (transient) agents using Gas Town's hook-based work distribution and GUPP principle.
What it loads into context
Frontmatter
131 tokensAlways available to the agent
SKILL.md
370 tokensWhen the skill is activated
Reference documents
156 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent Types
- Hook Hierarchy
- Key Commands
- Tool Use
Files
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- Managing agent handoffs
- Nudging stuck agents
- Coordinating Crew and Polecat workers
- Setting up hook hierarchies
## Agent Types
- **Crew**: Long-lived, named agents for persistent collaboration
- **Polecats**: Transient workers with persistent identity but ephemeral sessions
- **Dogs**: Deacon helpers for infrastructure tasks
## Hook Hierarchy
Three-tier hook system (base -> role -> rig+role):convoy-management
When your agent uses it
Create, track, and land convoys of related beads as primary work orders in the Gas Town multi-agent orchestration framework.
What it loads into context
Frontmatter
128 tokensAlways available to the agent
SKILL.md
382 tokensWhen the skill is activated
Reference documents
149 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Key Concepts
- Agents Used
- Tool Use
Files
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- Coordinating parallel bead execution across agents
- Tracking progress of distributed work
- Landing (merging) completed convoy results
## Process
1. **Create convoy** from goal or MEOW decomposition
2. **Decompose** into beads (persistent) and wisps (ephemeral)
3. **Assign** beads to Crew (long-lived) or Polecats (transient)
4. **Track** progress via hooks and heartbeats
5. **Verify** all beads complete with quality checks
6. **Land** convoy by merging bead branches
## Key Conceptsformula-authoring
When your agent uses it
Author TOML-based Formula workflow templates that become Protomolecules and active Molecules in Gas Town's durable workflow system.
What it loads into context
Frontmatter
128 tokensAlways available to the agent
SKILL.md
347 tokensWhen the skill is activated
Reference documents
142 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Formula Lifecycle
- Key Concepts
- Tool Use
Files
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- Creating multi-step processes with variable binding
- Building workflows that must survive restarts
- When NDI (Nondeterministic Idempotence) is needed
## Process
1. **Define** formula steps and variables in TOML format
2. **Validate** formula structure and dependencies
3. **Cook** into protomolecule (resolve variables, freeze)
4. **Test** by instantiating a trial molecule
5. **Register** in the formula library for reuse
## Formula Lifecycle
issue-tracking
When your agent uses it
Track beads as git-backed issues with persistent attribution, supporting Gas Town's bead lifecycle and convoy progress monitoring.
What it loads into context
Frontmatter
125 tokensAlways available to the agent
SKILL.md
294 tokensWhen the skill is activated
Reference documents
119 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Bead Lifecycle
- Attribution
- Tool Use
Files
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- Tracking bead progress and status
- Managing bead dependencies
- Collecting attribution data for agent evaluation
## Bead Lifecycle
1. **Created**: Bead defined with scope and acceptance criteria
2. **Assigned**: Bead placed on agent's hook
3. **In Progress**: Agent actively working (GUPP enforced)
4. **Review**: Work complete, awaiting merge review
5. **Done**: Merged and verified (`gt done`)
6. **Destroyed**: Wisps only - cleaned up after landing
## Attributionmerge-queue
When your agent uses it
Process the Refinery merge queue - collect agent work, detect and resolve conflicts, merge in dependency order, and verify integration.
What it loads into context
Frontmatter
129 tokensAlways available to the agent
SKILL.md
291 tokensWhen the skill is activated
Reference documents
130 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Conflict Strategies
- Tool Use
Files
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- When multiple agents have worked on overlapping areas
- When integration testing is needed before landing
- When conflict resolution requires coordination
## Process
1. **Collect** pending changes from all agent branches
2. **Detect** conflicts between branches and target
3. **Resolve** conflicts (auto-resolve where possible)
4. **Merge** in dependency order with attribution
5. **Verify** integration (tests, lint, build)
## Conflict Strategies
patrol-monitoring
When your agent uses it
Continuous monitoring using Deacon/Witness patterns for agent health checks, stuck detection, and automated recovery.
What it loads into context
Frontmatter
124 tokensAlways available to the agent
SKILL.md
318 tokensWhen the skill is activated
Reference documents
113 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Monitoring Roles
- Recovery Modes
- Tool Use
Files
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- When agents may become stuck or unresponsive
- For long-running multi-agent workflows
- When automated recovery is desired
## Process
1. **Health check** all active agents and convoys
2. **Detect** stuck or unresponsive agents via heartbeats
3. **Recover** - restart, reassign, or escalate as needed
4. **Report** patrol findings with trend analysis
## Monitoring Roles
- **Deacon**: Daemon supervisor, monitors overall healthsession-management
When your agent uses it
Manage agent sessions including initialization, handoffs, revival (seance), and persistent identity for Polecats and Crew agents.
What it loads into context
Frontmatter
127 tokensAlways available to the agent
SKILL.md
341 tokensWhen the skill is activated
Reference documents
124 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Session Operations
- Agent Session Types
- Key Commands
- Tool Use
Files
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- Handing off work between agents
- Reviving a dead or stuck agent session
- Managing Polecat identity persistence across sessions
## Session Operations
1. **Init**: Start new session with role and hook setup
2. **Attach**: Connect agent to Mayor for coordination
3. **Handoff**: Transfer work between agents with context
4. **Seance**: Revive a dead agent's session state
5. **Resume**: Continue from last checkpoint
## Agent Session Types
work-decomposition
When your agent uses it
Decompose goals into MEOWs (Molecular Expressions of Work) - trackable atomic units following Gas Town's bead-based work model.
What it loads into context
Frontmatter
132 tokensAlways available to the agent
SKILL.md
327 tokensWhen the skill is activated
Reference documents
152 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Decomposition Principles
- Tool Use
Files
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- When a goal is too large for a single agent
- When parallel execution would benefit progress
- When work needs tracked attribution
## Process
1. **Analyze** the goal and project context
2. **Identify** natural seams for decomposition
3. **Create MEOWs** with clear boundaries and dependencies
4. **Classify** as beads (persistent) or wisps (ephemeral)
5. **Map dependencies** between MEOWs
6. **Estimate** effort and assign priorities
## Decomposition Principlescontext-engineering
When your agent uses it
Context window monitoring and budget management. Keeps orchestrator at 15-30% context usage while subagents get full 200k tokens. Provides warnings at thresholds, context-aware summarization triggers, and wave-level budget planning.
What it loads into context
Frontmatter
164 tokensAlways available to the agent
SKILL.md
1,738 tokensWhen the skill is activated
Reference documents
479 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Tool Use Instructions
- Process Integration
- Output Format
- Configuration
- Error Handling
- Constraints
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- **Subagents**: Get full 200k tokens of fresh context per spawn.
- **Context budget**: Plan how much context each wave of execution will consume.
This skill provides:
- Context window usage estimation for the current session
- Warning injection at configurable thresholds (70%, 85%, 95%)
- Orchestrator budget enforcement
- Subagent context allocation recommendations
- Context-aware summarization triggers
- Stale context detection and pruning suggestions
- Wave-level context budget planning
## Capabilities
frontmatter-parsing
When your agent uses it
YAML frontmatter parsing and manipulation for .planning/ documents. Provides read, write, update, query, and validation operations on frontmatter blocks in GSD markdown artifacts.
What it loads into context
Frontmatter
157 tokensAlways available to the agent
SKILL.md
1,951 tokensWhen the skill is activated
Reference documents
430 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Tool Use Instructions
- Process Integration
- Output Format
- Configuration
- Error Handling
- Constraints
Files
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status: in-progress
phase: 72
wave: 1
depends_on: []
files_modified: ["src/auth/oauth.ts", "src/auth/tokens.ts"]
created: 2026-03-02
updated: 2026-03-02
---
# Plan content below...
```
## Capabilities
### 1. Parse Frontmattergit-integration
When your agent uses it
Git commit patterns, formats, and conventions for GSD methodology. Provides atomic commits per task, structured commit messages, planning file commits, branch management, and milestone tag operations.
What it loads into context
Frontmatter
224 tokensAlways available to the agent
SKILL.md
2,129 tokensWhen the skill is activated
Reference documents
447 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Tool Use Instructions
- Process Integration
- Output Format
- Configuration
- Error Handling
- Constraints
Files
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## Capabilities
### 1. Atomic Commit Per Task
Each task in a plan produces one atomic commit:
```bash
# After completing task 1 of PLAN-1.md
git add src/auth/oauth.ts src/auth/types.ts
git commit -m "feat(auth): implement OAuth2 login endpoint
Phase 72, Plan 1, Task 1: Implement login endpoint
- Added POST /api/auth/login with email/password validation
- Returns JWT token on success, 401 on invalid credentialsgsd-tools
When your agent uses it
Central utility skill for GSD operations. Provides config parsing, slug generation, timestamps, path operations, and orchestrates calls to other specialized skills. Acts as the unified entry point that the original gsd-tools.cjs provided via its lib/ modules (commands, config, core, init).
What it loads into context
Frontmatter
182 tokensAlways available to the agent
SKILL.md
1,961 tokensWhen the skill is activated
Reference documents
496 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Tool Use Instructions
- Process Integration
- Output Format
- Configuration
- Error Handling
- Constraints
Files
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- Load and manage `.planning/config.json` configuration
- Generate deterministic slugs from descriptions (kebab-case, deduplication)
- Format timestamps for GSD artifact headers and frontmatter
- Resolve paths within the `.planning/` directory structure
- Parse and normalize phase numbers (integer and decimal)
- Manage sequential quick task numbering in `.planning/quick/`
- Initialize and validate `.planning/` directory structure
- Detect project state (new project, existing project, mid-phase, etc.)
## Capabilities
### 1. Configuration Loading
Load and parse `.planning/config.json` with defaults:model-profile-resolution
When your agent uses it
Resolve model profile (quality/balanced/budget) at orchestration start and map agents to specific models. Enables cost/quality tradeoffs by selecting appropriate AI models for each agent role.
What it loads into context
Frontmatter
156 tokensAlways available to the agent
SKILL.md
2,097 tokensWhen the skill is activated
Reference documents
388 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Tool Use Instructions
- Process Integration
- Output Format
- Configuration
- Error Handling
- Constraints
Files
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- **balanced**: Mix of high and mid-tier models. Good quality at moderate cost. Default profile.
- **budget**: Cheapest viable models for all agents. Acceptable quality at minimum cost.
The active profile is stored in `.planning/config.json` under the `profile` field, or can be overridden with the `--profile` flag.
## Capabilities
### 1. Read Active Profile
Load the current profile from configuration:
```json
// .planning/config.json
{roadmap-management
When your agent uses it
Roadmap parsing, analysis, and mutation operations for ROADMAP.md. Handles phase and milestone lifecycle including add, insert (decimal), remove, complete, and requirements coverage analysis.
What it loads into context
Frontmatter
156 tokensAlways available to the agent
SKILL.md
2,301 tokensWhen the skill is activated
Reference documents
384 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Tool Use Instructions
- Process Integration
- Output Format
- Configuration
- Error Handling
- Constraints
Files
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- Milestones (versioned deliverables, e.g., v1.0, v2.0)
- Phases within each milestone (numbered execution units)
- Requirements mapped to phases (100% coverage guarantee)
- Phase dependencies and ordering
- Phase status tracking (planned/in-progress/completed/verified)
This skill combines the original `lib/roadmap.cjs` and `lib/phase.cjs` modules. It handles all roadmap mutations: adding phases, inserting decimal phases for urgent work, removing phases with renumbering, and marking phases complete.
## Capabilities
### 1. Parse Roadmap
Parse ROADMAP.md into structured data:
state-management
When your agent uses it
STATE.md reading, writing, and field-level updates. Provides cross-session state persistence via .planning/STATE.md with structured fields for current task, completed phases, blockers, decisions, and quick tasks.
What it loads into context
Frontmatter
280 tokensAlways available to the agent
SKILL.md
1,820 tokensWhen the skill is activated
Reference documents
459 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Current Work
- Completed Phases
- Blockers
- Decisions
- Quick Tasks
- Tool Use Instructions
- Process Integration
- Output Format
- Configuration
- Error Handling
- Constraints
Files
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last_updated: 2026-03-02T14:30:00Z
session_count: 12
current_milestone: v1.0
---
# Project State
## Current Work
- **Phase**: 72
- **Task**: Implement OAuth2 login flow
- **Status**: executing
- **Plan**: PLAN-1.md (task 3 of 5)
## Completed Phases
- [x] Phase 70: Project setup and scaffoldingtemplate-scaffolding
When your agent uses it
Template loading, variable filling, and scaffolding for all GSD artifacts. Manages 22+ templates covering every document type in the GSD system, from PROJECT.md to milestone archives.
What it loads into context
Frontmatter
1,141 tokensAlways available to the agent
SKILL.md
2,108 tokensWhen the skill is activated
Reference documents
500 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Tool Use Instructions
- Process Integration
- Output Format
- Configuration
- Error Handling
- Constraints
Files
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phase: 72
status: planned
created: 2026-03-02
template: phase-prompt
variant: standard
---
# Phase 72: OAuth2 Authentication
...
```
### 7. Template Discovery
List available templates:
verification-suite
When your agent uses it
Plan structure validation, phase completeness checks, reference integrity verification, and artifact existence confirmation. Provides the structured verification layer ensuring GSD artifacts are well-formed and complete.
What it loads into context
Frontmatter
154 tokensAlways available to the agent
SKILL.md
2,220 tokensWhen the skill is activated
Reference documents
420 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Tool Use Instructions
- Process Integration
- Output Format
- Configuration
- Error Handling
- Constraints
Files
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- Is this plan structurally valid? (XML task format, required sections, frontmatter)
- Is this phase complete? (all plans executed, summaries written, state updated)
- Do all references resolve? (no broken links, missing files, stale references)
- Do expected artifacts exist? (outputs from each phase are present)
- Is requirements coverage at 100%?
- Is the `.planning/` directory healthy?
This corresponds to the original `lib/verify.cjs` module and the verification patterns in `references/verification-patterns.md`.
## Capabilities
### 1. Plan Structure Validation
Validate a PLAN.md file for structural correctness:code-review-gate
When your agent uses it
Architect code review with DRY, YAGNI, abstraction, and test coverage principle enforcement
What it loads into context
Frontmatter
113 tokensAlways available to the agent
SKILL.md
362 tokensWhen the skill is activated
Reference documents
166 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Tool Use Instructions
- Process Integration
Files
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# Code Review Gate
## Capabilities
Performs architect-level code review enforcing four core principles: DRY (no unnecessary duplication), YAGNI (no speculative features), proper abstraction (correct encapsulation), and test coverage (adequate automated tests). Provides numeric quality scores and specific file:line feedback.
## Tool Use Instructions
- Use **Read** to examine code changes and test files
- Use **Grep** to search for duplication patterns and anti-patterns
- Use **Glob** to verify test file coverage
- Use **Bash** to run lint, test, and coverage commands
- Use **Write** to generate review reports
hotfix-triage
When your agent uses it
Urgent issue classification, root cause analysis, and fast-path routing for production hotfixes
What it loads into context
Frontmatter
114 tokensAlways available to the agent
SKILL.md
298 tokensWhen the skill is activated
Reference documents
110 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Tool Use Instructions
- Process Integration
Files
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# Hotfix Triage
## Capabilities
Rapidly classifies production issues by severity, locates root causes from logs and stack traces, and routes to the appropriate fix path. Simple fixes skip planning entirely for maximum speed.
## Tool Use Instructions
- Use **Read** to examine log files and error reports
- Use **Grep** to search for error patterns and stack trace references in code
- Use **Glob** to find affected source files
- Use **Bash** to reproduce issues and check system state
- Use **Write** to generate triage reports
knowledge-graph-management
When your agent uses it
Capture, validate, query, and sync architectural patterns and design decisions in the knowledge graph
What it loads into context
Frontmatter
112 tokensAlways available to the agent
SKILL.md
342 tokensWhen the skill is activated
Reference documents
126 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Tool Use Instructions
- Process Integration
Files
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# Knowledge Graph Management
## Capabilities
Manages the `.maestro/knowledge.dot` knowledge graph. Captures architectural patterns and design decisions. Validates graph consistency. Queries for relevant patterns. Syncs graph with codebase reality. Exports to DOT format.
## Tool Use Instructions
- Use **Read** to load the knowledge graph file
- Use **Grep/Glob** to find patterns referenced in the graph within the codebase
- Use **Write** to export the updated knowledge graph
- Use **Edit** to make targeted graph updates
- Use **Bash** to generate DOT visualizations
maintenance-orchestration
When your agent uses it
Technical debt management including branch cleanup, doc verification, TODO scanning, and dependency auditing
What it loads into context
Frontmatter
111 tokensAlways available to the agent
SKILL.md
297 tokensWhen the skill is activated
Reference documents
109 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Tool Use Instructions
- Process Integration
Files
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# Maintenance Orchestration
## Capabilities
Orchestrates comprehensive technical debt management. Performs branch cleanup, knowledge graph synchronization, documentation verification, TODO/FIXME scanning, test coverage analysis, and dependency auditing.
## Tool Use Instructions
- Use **Bash** to run git commands for branch analysis and cleanup
- Use **Grep** to scan for TODO, FIXME, HACK, WORKAROUND markers
- Use **Glob** to find documentation files for verification
- Use **Read** to examine docs and configuration files
- Use **Write** to generate maintenance reports
requirements-interview
When your agent uses it
Interactive PM interview with expertise-adaptive questioning for requirements elicitation
What it loads into context
Frontmatter
106 tokensAlways available to the agent
SKILL.md
282 tokensWhen the skill is activated
Reference documents
119 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Tool Use Instructions
- Process Integration
Files
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# Requirements Interview
## Capabilities
Conducts interactive requirements interviews adapted to the user's expertise level. Generates structured requirements specifications from conversation. Identifies user personas, feature lists, constraints, and acceptance criteria.
## Tool Use Instructions
- Use **Read** to examine existing spec files or project context
- Use **Grep/Glob** to find existing requirements or documentation
- Use **Write** to generate the requirements specification document
- Use **Bash** to check project structure for context
## Process Integrationspecification-generation
When your agent uses it
Convert requirements into structured technical specifications with architecture decisions
What it loads into context
Frontmatter
102 tokensAlways available to the agent
SKILL.md
288 tokensWhen the skill is activated
Reference documents
107 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Tool Use Instructions
- Process Integration
Files
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# Specification Generation
## Capabilities
Transforms requirements from PM interviews into structured technical specifications. Includes technology stack selection, system architecture, data models, API contracts, and architecture decision records (ADRs).
## Tool Use Instructions
- Use **Read** to examine requirements documents and existing specs
- Use **Grep/Glob** to find related architectural patterns in the codebase
- Use **Write** to generate the technical specification document
- Use **Edit** to refine specs based on Architect feedback
## Process Integrationstory-decomposition
When your agent uses it
Break technical specifications into small, implementable stories with dependency ordering
What it loads into context
Frontmatter
106 tokensAlways available to the agent
SKILL.md
296 tokensWhen the skill is activated
Reference documents
95 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Tool Use Instructions
- Process Integration
Files
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# Story Decomposition
## Capabilities
Breaks technical specifications into small, independently implementable stories. Establishes dependency ordering, estimates effort, and creates a dispatching queue for parallel coder execution.
## Tool Use Instructions
- Use **Read** to examine the technical specification and existing code
- Use **Grep/Glob** to find existing modules and interfaces that stories will touch
- Use **Write** to generate story definitions
- Use **Edit** to refine stories based on feedback
## Process Integrationtest-enforcement
When your agent uses it
Automated test validation, coverage checking, and quality metrics with aggressive defaults
What it loads into context
Frontmatter
107 tokensAlways available to the agent
SKILL.md
302 tokensWhen the skill is activated
Reference documents
95 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Tool Use Instructions
- Process Integration
Files
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# Test Enforcement
## Capabilities
Validates automated tests, checks coverage against thresholds, and reports quality metrics. Implements Maestro's "turn checks up to 11" philosophy with aggressive lint and test defaults.
## Tool Use Instructions
- Use **Bash** to run test suites, lint, and coverage commands
- Use **Read** to examine test files and coverage reports
- Use **Grep** to find untested code paths and missing test files
- Use **Glob** to verify test file naming conventions
- Use **Write** to generate coverage reports and test suggestions
adversarial-review
When your agent uses it
Fresh adversarial code review with binary PASS/FAIL verdicts, evidence citations, and anchoring bias prevention via fresh reviewer spawning.
What it loads into context
Frontmatter
130 tokensAlways available to the agent
SKILL.md
325 tokensWhen the skill is activated
Reference documents
149 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Key Differences from Collaborative Review
- Fresh Reviewer Rule
- Anti-Patterns
- Tool Use
Files
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- For final comprehensive cross-unit review
- When verifying spec compliance of any implementation
## Key Differences from Collaborative Review
| Aspect | Collaborative | Adversarial |
|--------|--------------|-------------|
| Goal | Help improve code | Verify spec compliance |
| Verdict | Suggestions | Binary PASS/FAIL |
| Evidence | Optional | Required (file:line) |
| Reviewer | Can be reused | Must be fresh |
| Context | Shared | Independent |
## Fresh Reviewer Ruledesign-review-gate
When your agent uses it
Parallel design review by 6 specialist agents (PM, Architect, Designer, Security Design, UX, CTO) with mandatory unanimous approval.
What it loads into context
Frontmatter
132 tokensAlways available to the agent
SKILL.md
316 tokensWhen the skill is activated
Reference documents
131 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Reviewers
- Tool Use
Files
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- When validating a new feature design
- When introducing new architectural patterns
## Process
1. Run 6 reviews in parallel: PM, Architect, Designer, Security Design, UX, CTO
2. All 6 must approve (unanimous)
3. If any reject, consolidate findings and iterate
4. Max 3 iterations before escalating to human
## Reviewers
| Agent | Focus |
|-------|-------|external-tool-coordination
When your agent uses it
Coordinate external AI tool integration (OpenAI Codex, Google Gemini) for cross-model adversarial review and delegated implementation.
What it loads into context
Frontmatter
129 tokensAlways available to the agent
SKILL.md
357 tokensWhen the skill is activated
Reference documents
132 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Configuration
- Agents Used
- Tool Use
Files
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- For cross-model adversarial review (writer reviewed by different model)
- When delegating implementation to cheaper external models
- For escalation chains across tools
## Capabilities
- **Delegated Implementation** - Send work units to external AI tools for implementation
- **Cross-Model Review** - Implementation by Model A, adversarial review by Model B
- **Escalation Chains** - Tool A -> Tool B -> Claude -> human
- **Cost Optimization** - Route simpler tasks to cheaper models
## Configuration
Requires `.metaswarm/external-tools.yaml`:knowledge-curation
When your agent uses it
Context priming before work (bd prime) and self-reflection after completion to extract patterns, gotchas, and decisions into the knowledge base.
What it loads into context
Frontmatter
133 tokensAlways available to the agent
SKILL.md
379 tokensWhen the skill is activated
Reference documents
150 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Knowledge Categories
- Process
- Tool Use
Files
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- After completing work, BEFORE PR creation (reflect mode)
- When recovering from context loss (recovery priming)
## Knowledge Categories
| Category | File | Content |
|----------|------|---------|
| Critical Rules | facts.jsonl | MUST FOLLOW constraints |
| Gotchas | gotchas.jsonl | Common pitfalls |
| Patterns | patterns.jsonl | Codebase best practices |
| Decisions | decisions.jsonl | Architectural choices with rationale |
| Anti-Patterns | anti-patterns.jsonl | What NOT to do |
| Codebase Facts | codebase-facts.jsonl | Structural information |
| API Behaviors | api-behaviors.jsonl | Undocumented quirks |orchestrated-execution
When your agent uses it
Execute work units through the rigorous 4-phase Metaswarm cycle (Implement -> Validate -> Adversarial Review -> Commit) with independent quality gate enforcement.
What it loads into context
Frontmatter
136 tokensAlways available to the agent
SKILL.md
367 tokensWhen the skill is activated
Reference documents
145 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Anti-Patterns (Enforced)
- Agents Used
- Tool Use
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- Executing tasks requiring rigorous quality enforcement
- When TDD compliance must be verified independently
## Process
1. **IMPLEMENT** - Coder executes via TDD against spec with DoD items
2. **VALIDATE** - Orchestrator independently runs tsc, eslint, vitest (never trusts subagent)
3. **ADVERSARIAL REVIEW** - Fresh reviewer checks spec compliance: binary PASS/FAIL with evidence
4. **COMMIT** - Only after adversarial PASS, within declared file scope
## Anti-Patterns (Enforced)
- Self-certifying (trusting subagent "tests passed" claims)
- Combining phases into single stepsplan-review-gate
When your agent uses it
Adversarial plan review by 3 independent reviewers (Feasibility, Completeness, Scope & Alignment) before presenting to user.
What it loads into context
Frontmatter
132 tokensAlways available to the agent
SKILL.md
311 tokensWhen the skill is activated
Reference documents
132 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Key Rules
- Tool Use
Files
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- Before presenting a plan for user approval
- When validating work unit decomposition quality
## Process
1. **Feasibility Reviewer** - Can this plan actually be implemented? Technical viability, resource requirements, timeline reality
2. **Completeness Reviewer** - Does the plan cover everything? Missing edge cases, untested paths, incomplete DoD items
3. **Scope & Alignment Reviewer** - Does the plan match the issue? Scope creep detection, requirement traceability
All 3 must PASS before the plan is presented.
## Key Rules
- Reviewers operate independently (no shared context)pr-shepherding
When your agent uses it
Monitor PR lifecycle from creation through merge including CI monitoring, review comment handling, thread resolution, and merge readiness verification.
What it loads into context
Frontmatter
129 tokensAlways available to the agent
SKILL.md
311 tokensWhen the skill is activated
Reference documents
124 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Merge Readiness Checklist (gtg)
- Agents Used
- Tool Use
Files
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- When a PR needs CI monitoring
- When review comments need automated handling
## Process
1. **Monitor CI** - Watch pipeline status, triage failures
2. **Handle Comments** - Respond to review feedback, make code changes
3. **Resolve Threads** - Close addressed review threads
4. **Verify Readiness** - Check approvals, CI green, threads resolved, coverage met
## Merge Readiness Checklist (gtg)
- [ ] All CI checks passing
- [ ] Required approvals obtainedwork-unit-decomposition
When your agent uses it
Decompose implementation plans into discrete work units with enumerated DoD items, file scope declarations, dependency mapping, and human checkpoint flags.
What it loads into context
Frontmatter
132 tokensAlways available to the agent
SKILL.md
352 tokensWhen the skill is activated
Reference documents
141 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Work Unit Structure
- Human Checkpoint Triggers
- Agents Used
- Tool Use
Files
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- When decomposing a large feature into implementable chunks
- When preparing for orchestrated execution
## Work Unit Structure
Each work unit specifies:
- **ID** - Unique identifier
- **Title** - Human-readable description
- **Definition of Done** - Enumerated checklist items
- **File Scope** - Which files the unit may modify
- **Dependencies** - Other work units this depends on
- **Human Checkpoint** - Whether human approval is needed before execution
- **Parallel Safe** - Whether it can execute alongside other units
behavior-contract
When your agent uses it
Bug condition/postcondition formalization as testable Behavior Contracts. Defines invariants that must be preserved across fixes.
What it loads into context
Frontmatter
292 tokensAlways available to the agent
SKILL.md
535 tokensWhen the skill is activated
Reference documents
128 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Contract Document Template
- Usage in Bugfix Workflow
Files
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- "Positive amounts still process correctly"
- "Negative amounts still throw `InvalidAmountError`"
- "Receipt format remains unchanged for all amount types"
## Contract Document Template
```markdown
# Behavior Contract: [Bug Title]
## Bug Condition
[Precise description of triggering conditions]
## Postcondition
[Expected correct behavior after fix]codebase-sync
When your agent uses it
Convention discovery and rule generation from codebase analysis. Scans project structure, builds search indexes, identifies patterns, and generates enforceable rules.
What it loads into context
Frontmatter
165 tokensAlways available to the agent
SKILL.md
531 tokensWhen the skill is activated
Reference documents
132 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Rule Categories
- Output Artifacts
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- Scan directory structure for project type identification
- Detect language, framework, package manager
- Identify build tools, CI/CD config, test framework
- Map high-level architecture (monorepo, microservices, etc.)
### 2. Semantic Index Building
Four parallel index domains:
- **Code Index**: Source files with exports, purposes, dependencies
- **Test Index**: Test files with cases, fixtures, patterns
- **Config Index**: Configuration files with parsed rules
- **API Index**: Public interfaces, types, data models
### 3. Convention Discovery
- Code style patterns (naming, structure, organization)context-preservation
When your agent uses it
State capture and restore across context window compactions. Monitors usage thresholds and serializes quality, task, and spec state for seamless continuation.
What it loads into context
Frontmatter
166 tokensAlways available to the agent
SKILL.md
501 tokensWhen the skill is activated
Reference documents
131 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- State Schema
Files
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- Serialize current spec state (tasks, statuses, acceptance criteria)
- Capture quality pipeline state (last lint/format/typecheck results)
- Save TDD progress (current phase, iteration count, scores)
- Store context monitor metrics
- Write to `.pilot-shell/state.json`
### 2. State Restore (SessionStart / post_compact_restore)
- Read `.pilot-shell/state.json` on session start
- Restore spec task tracking state
- Restore quality baseline
- Resume TDD from last known position
- Log restoration summary
### 3. Threshold Monitoringpersistent-memory
When your agent uses it
Observation capture and retrieval across sessions. Stores decisions, discoveries, and bugfix patterns. Searchable via tags and relevance scoring.
What it loads into context
Frontmatter
343 tokensAlways available to the agent
SKILL.md
504 tokensWhen the skill is activated
Reference documents
136 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Storage
- Retrieval
- Auto-Triggers
Files
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## Storage
Observations are stored in `.pilot-shell/memory/` as JSON files, one per session:
```
.pilot-shell/memory/
2026-03-02-session-a1b2c3.json
2026-03-01-session-d4e5f6.json
```
## Retrieval
Search by:
- **Tags**: Filter by tag match
- **Full text**: Search observation contentquality-hooks
When your agent uses it
Language-specific auto-lint/format/typecheck pipeline. Supports Python (ruff+pyright), TypeScript (prettier+eslint+tsc), Go (gofmt+golangci-lint). Auto-fix and convergence loops.
What it loads into context
Frontmatter
310 tokensAlways available to the agent
SKILL.md
476 tokensWhen the skill is activated
Reference documents
138 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Auto-Fix Convergence Loop
- Quality Scoring
- Hook Integration Points
Files
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## Auto-Fix Convergence Loop
When quality checks fail:
1. Apply all auto-fixable issues
2. Re-run quality checks
3. Repeat up to 3 times
4. Report remaining unfixable issues
## Quality Scoring
Composite score = weighted average:
- Lint: 25%
- Format: 15%
- Typecheck: 25%spec-driven-development
When your agent uses it
Specification creation and management for the Pilot Shell methodology. Covers semantic search, clarifying questions, structured spec generation, and iterative refinement.
What it loads into context
Frontmatter
163 tokensAlways available to the agent
SKILL.md
440 tokensWhen the skill is activated
Reference documents
130 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Spec Structure
Files
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- Search for files and code related to the task description
- Identify existing patterns that the spec should follow
- Map the impact area of proposed changes
- Generate SEARCH-CONTEXT.md with findings
### 2. Clarifying Question Resolution
- Identify ambiguities in the task description
- Generate targeted clarifying questions
- Resolve assumptions with explicit choices
- Document decisions for traceability
### 3. Spec Generation
- Structure specs with: title, goals, tasks, acceptance criteria
- Decompose into atomic, testable tasksstrict-tdd
When your agent uses it
Strict RED->GREEN->REFACTOR test-driven development with enforcement. Never write production code before a failing test. Atomic commits per TDD cycle.
What it loads into context
Frontmatter
200 tokensAlways available to the agent
SKILL.md
503 tokensWhen the skill is activated
Reference documents
173 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- TDD Cycle
- Compliance Scoring
- Verification Methods
Files
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## TDD Cycle
### RED Phase
1. Write a test that captures exactly one acceptance criterion
2. Run the test -- it MUST fail
3. Verify it fails for the RIGHT reason (not a syntax error)
4. Commit: `test: add failing test for [criterion]`
### GREEN Phase
1. Write the MINIMUM code to make the test pass
2. Run the test -- it MUST pass
3. Verify only the target test turned green (no side effects)
4. Commit: `feat: implement [criterion]`
worktree-isolation
When your agent uses it
Git worktree management for safe, isolated feature development. Creates, manages, and cleans up worktrees with branch naming and dependency setup.
What it loads into context
Frontmatter
168 tokensAlways available to the agent
SKILL.md
480 tokensWhen the skill is activated
Reference documents
148 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
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# Create worktree with feature branch
git worktree add .claude/worktrees/<slug> -b feature/<slug>
cd .claude/worktrees/<slug>
npm install # or equivalent package manager
```
### 2. Worktree Detection
- Check if currently inside a worktree
- Identify the base branch
- Detect worktree state (clean, dirty, conflicts)
### 3. Worktree Sync
- Pull latest changes from base branch into worktree
- Rebase feature branch on updated baseWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
305 tokensWhen the skill is activated
Reference documents
31 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
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# Completion Verification
Verify all phases are complete with weighted quality scoring before allowing session exit.
## Agent
Completion Verifier - `pwf-completion-verifier`
## Workflow
1. Read all three planning files in parallel
2. Parse checkbox completion state from task_plan.md
3. Cross-reference plan, findings, and progress for consistency
4. Check error resolution status
5. Calculate weighted quality score (phases 40%, errors 25%, findings 20%, continuity 15%)
6. Generate recommendations if threshold not metWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
300 tokensWhen the skill is activated
Reference documents
31 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
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# Error Logging
Log all errors with full context, detect patterns, and suggest approach mutations to avoid repeated failures.
## Agent
Error Analyst - `pwf-error-analyst`
## Workflow
1. Log ALL errors immediately to progress.md (Rule 3)
2. Include error context, stack traces, and reproduction steps
3. Tag errors with severity: critical, warning, informational
4. Analyze error patterns across phases and iterations
5. Suggest approach mutations for known failure patterns (Rule 4)
6. Track error resolution status for verificationWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
283 tokensWhen the skill is activated
Reference documents
37 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
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# Findings Capture
Capture and persist research findings, discoveries, and decision rationale to findings.md.
## Agent
Findings Curator - `pwf-findings-curator`
## Workflow
1. Initialize findings.md with structured section headers
2. Capture findings during execution with timestamps
3. Apply 2-Action Rule: persist after every 2 operations
4. Record decisions with supporting rationale
5. Deduplicate and organize on final flush
6. Analyze coverage for verificationWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
282 tokensWhen the skill is activated
Reference documents
35 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
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# Plan Creation
Create a structured task_plan.md with phases, goals, and checkbox tracking for persistent planning.
## Agent
Plan Architect - `pwf-plan-architect`
## Workflow
1. Analyze task description to identify logical phases
2. Decompose phases into specific, achievable goals
3. Define phase dependencies and review gates
4. Generate task_plan.md with markdown checkbox format
5. Validate plan completeness and goal coverage
6. If recovering, merge with existing plan stateWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
268 tokensWhen the skill is activated
Reference documents
34 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
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# Progress Tracking
Maintain progress.md with session logs, test results, error records, and phase status indicators.
## Agent
Execution Monitor - `pwf-execution-monitor`
## Workflow
1. Initialize progress.md with session header and phase sections
2. Log session entries with timestamps during execution
3. Record test results and their outcomes
4. Track phase completion status indicators
5. Detect continuity gaps across sessions
6. Analyze progress for verificationWhen your agent uses it
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
268 tokensWhen the skill is activated
Reference documents
35 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Agent
- Workflow
- Inputs
- Outputs
- Process Files
Files
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# Session Recovery
Detect and recover previous planning sessions, reconstructing lost context from persistent planning files.
## Agent
Session Manager - `pwf-session-manager`
## Workflow
1. Check project path for existing planning files
2. Check ~/.claude/projects/ for session data
3. Find last planning file update timestamp
4. Extract post-update conversation context (lost context)
5. Build catchup report summarizing accomplished work
6. Merge recovered state into current sessionbrainstorming
When your agent uses it
Clarify vague requirements through exploratory questioning and option generation before committing to research or implementation.
What it loads into context
Frontmatter
115 tokensAlways available to the agent
SKILL.md
288 tokensWhen the skill is activated
Reference documents
88 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Distinction from Research
- Process
- Tool Use
Files
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- Multiple valid approaches exist and trade-offs need exploration
- The problem space needs definition before research
- Stakeholders have not converged on a direction
## Distinction from Research
- **Brainstorming**: Addresses "what to build" (unclear requirements)
- **Research**: Addresses "how it works" (clear goal, unknown implementation)
## Process
1. **Explore problem space** - Ask clarifying questions one at a time
2. **Identify ambiguities** - Surface assumptions and unknowns
3. **Generate options** - Propose design alternatives with trade-offscode-review
When your agent uses it
Structured code quality assessment with Conventional Comments format, scaled review depth, and soft-gating verdicts preserving user autonomy.
What it loads into context
Frontmatter
116 tokensAlways available to the agent
SKILL.md
364 tokensWhen the skill is activated
Reference documents
99 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Review Depth Scaling
- Verdicts
- Key Rules
- Tool Use
Files
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- When reviewing code changes before merge
- As part of the /review-code command
## Process
1. Identify modified files via git
2. Assess change magnitude for review depth
3. Execute 9-step review: context, correctness, design, testing, security flags, operations, maintainability
4. Synthesize findings in standardized report
5. Deliver verdict with rationale
## Review Depth Scaling
- Under 200 lines: full detail reviewcodebase-research
When your agent uses it
Systematic codebase exploration following the Iron Law - understand the problem before exploring code. Four phases with file-finder and web-researcher agents.
What it loads into context
Frontmatter
135 tokensAlways available to the agent
SKILL.md
383 tokensWhen the skill is activated
Reference documents
131 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Key Rules
- Agents Used
- Tool Use
Files
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- Investigating how an existing feature works before modifying it
- Understanding dependencies and data flows before planning
- Gathering context for a known goal
## Process
1. **Understand the request** - Ask clarifying questions one at a time (purpose, specifics, scope, constraints, context). Do NOT read any files until confirmed.
2. **Explore the codebase** - Use file-finder agent, read in order, trace data flows, identify constraints.
3. **Document findings** - Write structured research document to `docs/plans/YYYY-MM-DD-<topic>-research.md`.
4. **Transition** - Ask: plan, continue research, or conclude.
## Key Rules
- Quotations from source material capped at 125 characters maximumdecision-documentation
When your agent uses it
Create Architecture Decision Records (ADRs) documenting significant technical choices with context, options, consequences, and sequential numbering.
What it loads into context
Frontmatter
121 tokensAlways available to the agent
SKILL.md
276 tokensWhen the skill is activated
Reference documents
96 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- ADR Format
- Output
- Tool Use
Files
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- Choosing between competing approaches
- Documenting a decision for future reference
- Recording rationale that would otherwise be lost
## ADR Format
- **Title**: Clear description of the decision
- **Status**: Proposed, Accepted, Deprecated, Superseded
- **Context**: Why this decision is needed
- **Options**: Alternatives considered with pros/cons
- **Decision**: The chosen option with rationale
- **Consequences**: Expected positive and negative outcomes
## Outputfinishing-work
When your agent uses it
Final completion discipline including summary generation, plan document updates, and confirmation that all success criteria from the original plan are satisfied.
What it loads into context
Frontmatter
121 tokensAlways available to the agent
SKILL.md
280 tokensWhen the skill is activated
Reference documents
83 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Summary Format
- Tool Use
Files
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- When transitioning from implementation to done
- Final quality check before closing out work
## Process
1. Verify all plan steps marked complete
2. Confirm all success criteria met
3. Update plan document with final status
4. Generate completion summary (steps, phases, files, tests, reviews)
5. Confirm with user that work is complete
## Summary Format
- Steps completed: N/Mplan-implementation
When your agent uses it
Disciplined execution of approved plans with step-by-step verification, phase checkpoints, failure investigation, and mandatory code/security reviews.
What it loads into context
Frontmatter
129 tokensAlways available to the agent
SKILL.md
413 tokensWhen the skill is activated
Reference documents
142 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Key Rules
- Tool Use
Files
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- For medium and high stakes changes (low stakes can proceed inline)
- When structured execution with verification is needed
## Process
1. **Load plan** - Validate plan exists and is approved
2. **Stakes enforcement** - High: halt without plan. Medium: ask. Low: proceed.
3. **Worktree isolation** - Offer git worktree based on stakes level
4. **Execute steps** - For each: mark in-progress, locate files, read, modify, verify, mark complete
5. **Phase checkpoints** - Summarize and ask: continue, review, or pause
6. **Failure handling** - Stop immediately, investigate, propose fix, get approval for deviations
7. **Code review** - Run code-reviewer agent (APPROVE / APPROVE_WITH_NITS / REQUEST_CHANGES)
8. **Security review** - Run security-reviewer agent (halt if failed)
9. **Completion summary** - Steps completed, files changed, test status, plan locationplan-writing
When your agent uses it
Transform research findings into actionable implementation plans with stakes-based rigor, test-first strategy, and granular task decomposition.
What it loads into context
Frontmatter
124 tokensAlways available to the agent
SKILL.md
387 tokensWhen the skill is activated
Reference documents
149 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Anti-Patterns to Avoid
- Tool Use
Files
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- Before implementing any medium or high stakes changes
- When requirements are clear and codebase is understood
## Process
1. **Load research** - Find `*-<topic>-research.md` in `docs/plans/`
2. **Classify stakes** - Low (isolated, reversible), Medium (multiple files), High (architectural)
3. **Define success criteria** - Functional, non-functional, and acceptance criteria
4. **Decompose tasks** - Granular steps with file paths, line references, verification methods
5. **Plan tests** - Test specification as first sub-step per task (test-first)
6. **Assess risks** - Breaking changes, performance, security, dependencies, rollback strategy
7. **Write plan document** - `docs/plans/YYYY-MM-DD-<topic>-plan.md`
8. **Approval gate** - Human approves, requests changes, or returns to research
security-review
When your agent uses it
Security vulnerability assessment identifying OWASP risks, injection vectors, authentication issues, and data exposure with severity classification.
What it loads into context
Frontmatter
114 tokensAlways available to the agent
SKILL.md
301 tokensWhen the skill is activated
Reference documents
84 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Severity Levels
- Key Rules
- Tool Use
Files
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- Before any code merge involving user-facing changes
- As part of the /review-security command
- Mandatory for high-stakes implementations
## Process
1. Identify modified files with security relevance
2. Scan for common vulnerability patterns
3. Assess authentication and authorization changes
4. Check for data exposure risks
5. Evaluate dependency security
6. Classify severity and provide recommendations
## Severity Levelssystematic-debugging
When your agent uses it
Structured debugging methodology using hypothesis-driven investigation, log analysis, and bisection to isolate and resolve defects.
What it loads into context
Frontmatter
125 tokensAlways available to the agent
SKILL.md
416 tokensWhen the skill is activated
Reference documents
92 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Key Rules
- Tool Use
Files
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- Unexpected behavior discovered during testing
- Bug reports require investigation
- Performance issues need root cause analysis
## Process
1. **Reproduce** - Confirm the defect with a minimal reproduction
2. **Hypothesize** - Form theories about the root cause
3. **Investigate** - Systematically test hypotheses (logs, breakpoints, bisection)
4. **Isolate** - Narrow to the specific component/line
5. **Fix** - Apply targeted fix addressing root cause
6. **Verify** - Confirm fix resolves the issue without regression
## Key Rulestest-driven-development
When your agent uses it
Test-first development practice where test specifications are written before production code, integrated into plan tasks as mandatory first sub-steps.
What it loads into context
Frontmatter
122 tokensAlways available to the agent
SKILL.md
323 tokensWhen the skill is activated
Reference documents
99 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Test Categories
- Key Rules
- Tool Use
Files
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- During implementation (write tests before code)
- When verifying step completion
## Process
1. **Specify tests first** - Define inputs, expected outputs, edge cases
2. **Write test code** - Create automated tests matching specification
3. **Implement production code** - Write code that passes the tests
4. **Verify** - Run tests and confirm all pass
## Test Categories
- **Unit tests**: Isolated function/method testing
- **Integration tests**: Cross-component interaction testingverification
When your agent uses it
Verification-before-completion discipline ensuring all success criteria are met, tests pass, and reviews complete before declaring work done.
What it loads into context
Frontmatter
115 tokensAlways available to the agent
SKILL.md
258 tokensWhen the skill is activated
Reference documents
88 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Verification Checklist
- Key Rules
- Tool Use
Files
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- At phase checkpoints
- Before final completion declaration
- When validating that all acceptance criteria are met
## Verification Checklist
1. All automated tests pass
2. Manual verification steps confirmed
3. Code review completed (APPROVE or APPROVE_WITH_NITS)
4. Security review passed
5. Plan document updated with completion status
6. All success criteria from the plan are satisfied
7. No untracked deviations from the plan
agent-booster
When your agent uses it
WASM-based instant code transforms for simple tasks, achieving 352x speedup over LLM inference with zero cost.
What it loads into context
Frontmatter
128 tokensAlways available to the agent
SKILL.md
405 tokensWhen the skill is activated
Reference documents
53 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Supported Transforms
- Performance
- Agents Used
- Tool Use
Files
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- High-frequency repetitive modifications
- When latency is critical (<1ms requirement)
- Cost-sensitive batch operations
## Supported Transforms
| Transform | Description | Example |
|-----------|-------------|---------|
| `var-to-const` | Modernize variable declarations | `var x = 1` -> `const x = 1` |
| `add-types` | Insert TypeScript annotations | `function f(x)` -> `function f(x: string)` |
| `add-error-handling` | Wrap in try/catch | Bare calls -> try/catch blocks |
| `async-await` | Convert Promise chains | `.then().catch()` -> `async/await` |
| `extract-function` | Extract code blocks | Inline code -> named function |
| `inline-variable` | Inline single-use variables | Remove intermediate vars |anti-drift
When your agent uses it
Hierarchical coordination and drift detection with frequent checkpoints, shared memory coherence validation, role specialization enforcement, and short task cycles.
What it loads into context
Frontmatter
128 tokensAlways available to the agent
SKILL.md
389 tokensWhen the skill is activated
Reference documents
55 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Anti-Drift Mechanisms
- Drift Scoring
- Agents Used
- Tool Use
Files
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- Tasks with high risk of scope creep
- When multiple agents work on related subtasks
- Critical tasks where deviation is costly
## Anti-Drift Mechanisms
1. **Hierarchical Coordinator** - Queen agent validates alignment at checkpoints
2. **Frequent Checkpoints** - Every 2 subtasks (configurable)
3. **Shared Memory Coherence** - Validate all agents see consistent state
4. **Short Task Cycles** - Bounded execution windows prevent runaway agents
5. **Role Specialization** - Agents stay within their assigned scope
## Drift Scoring
consensus-mechanisms
When your agent uses it
Multi-protocol consensus for agent swarms supporting Raft leader election, Byzantine fault tolerance, Gossip state propagation, and CRDT conflict-free merging.
What it loads into context
Frontmatter
134 tokensAlways available to the agent
SKILL.md
364 tokensWhen the skill is activated
Reference documents
53 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Protocols
- Weighted Voting
- Agents Used
- Tool Use
Files
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- Byzantine fault tolerance is required (untrusted or unreliable agents)
- State synchronization across distributed agent swarms
- Conflict-free data merging in concurrent operations
## Protocols
| Protocol | Use Case | Fault Tolerance | Complexity |
|----------|----------|-----------------|------------|
| Raft | Leader-based consensus, ordered log | Crash faults (f < n/2) | Medium |
| Byzantine | Untrusted agents, adversarial conditions | Byzantine faults (f < n/3) | High |
| Gossip | Eventual consistency, state propagation | Partition tolerant | Low |
| CRDT | Conflict-free replicated data types | Always convergent | Low |
## Weighted Votingsecurity-hardening
When your agent uses it
AIDefence security layer with prompt injection blocking, input validation, sandboxed execution, output sanitization, and STRIDE threat modeling.
What it loads into context
Frontmatter
132 tokensAlways available to the agent
SKILL.md
365 tokensWhen the skill is activated
Reference documents
57 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- AIDefence Layers
- Security Levels
- Agents Used
- Tool Use
Files
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- When processing untrusted inputs
- Security audits of agent-generated code
- Compliance verification (OWASP Top 10, CIS)
## AIDefence Layers
1. **Prompt Injection Detection** - Pattern + heuristic blocking
2. **Input Validation** - Path traversal, type coercion, parameter sanitization
3. **Static Analysis (SAST)** - Vulnerability scanning, CWE matching
4. **Sandboxed Execution** - Network isolation, filesystem restrictions, resource limits
5. **Output Sanitization** - Secrets, PII, injection vector redaction
## Security Levels
self-optimization
When your agent uses it
SONA self-optimizing neural architecture with ReasoningBank trajectory learning, EWC++ anti-forgetting, and reinforcement learning feedback loops.
What it loads into context
Frontmatter
132 tokensAlways available to the agent
SKILL.md
361 tokensWhen the skill is activated
Reference documents
56 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- SONA Cycle
- Anti-Forgetting (EWC++)
- RL Algorithms
- Agents Used
- Tool Use
Files
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- Improving routing and agent selection over time
- Adapting to new project patterns without forgetting old ones
- Building cross-session intelligence
## SONA Cycle
1. **Extract Patterns** - Mine execution data for recurring patterns
2. **RETRIEVE** - Search ReasoningBank for matching trajectories
3. **JUDGE** - Evaluate trajectory applicability in current context
4. **DISTILL** - Compress and store new entries
5. **Adapt** - Update weights with EWC++ regularization
## Anti-Forgetting (EWC++)
smart-routing
When your agent uses it
Complexity-based task routing with Q-Learning optimization, Agent Booster WASM fast-path, and Mixture-of-Experts model selection.
What it loads into context
Frontmatter
129 tokensAlways available to the agent
SKILL.md
371 tokensWhen the skill is activated
Reference documents
54 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Routing Tiers
- Agent Booster Transforms
- Agents Used
- Tool Use
Files
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- When tasks range from simple transforms to complex multi-file changes
- Reducing latency for common code transformations
- Learning from routing history to improve future decisions
## Routing Tiers
| Tier | Target | Latency | Cost |
|------|--------|---------|------|
| Agent Booster | Simple transforms (var-to-const, add-types) | <1ms | $0 |
| Medium | Standard coding tasks | ~500ms | Low |
| Complex | Multi-agent swarm coordination | 2-5s | Higher |
## Agent Booster Transforms
swarm-orchestration
When your agent uses it
Multi-agent swarm formation and coordinated execution with topology-aware agent deployment, consensus protocols, and anti-drift enforcement.
What it loads into context
Frontmatter
127 tokensAlways available to the agent
SKILL.md
432 tokensWhen the skill is activated
Reference documents
56 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Topologies
- Agents Used
- Tool Use
Files
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- Tasks needing coordinated parallel execution
- When consensus among agents is required for quality
- Projects requiring anti-drift enforcement during execution
## Process
1. **Topology Selection** - Analyze task and agent pool to select optimal topology
2. **Agent Assignment** - Assign Queen (Strategic/Tactical/Adaptive) and Worker roles
3. **Consensus Init** - Initialize Raft/Byzantine/Gossip/CRDT protocol
4. **Parallel Execution** - Distribute subtasks with shared memory
5. **Anti-Drift Checkpoints** - Validate alignment every N subtasks
6. **Consensus Voting** - Weighted voting (Queen=3x) for final decision
## Topologiesvector-memory
When your agent uses it
HNSW vector search for pattern similarity retrieval and knowledge graph maintenance with PageRank scoring, community detection, and 3-tier memory management.
What it loads into context
Frontmatter
131 tokensAlways available to the agent
SKILL.md
352 tokensWhen the skill is activated
Reference documents
56 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- HNSW Performance
- Knowledge Graph
- 3-Tier Memory
- Agents Used
- Tool Use
Files
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- Building and querying knowledge graphs for project context
- Managing cross-session memory across project/local/user scopes
- Fast similarity search for routing decisions
## HNSW Performance
- Search latency: ~61 microseconds
- Query throughput: ~16,400 QPS
- Configurable embedding dimensions (default: 128)
## Knowledge Graph
- **PageRank**: Importance scoring for knowledge nodes
- **Community Detection**: Cluster related patternsconstitution-creation
When your agent uses it
Establish project governing principles including dev guidelines, code quality standards, testing policies, UX requirements, performance benchmarks, and security constraints.
What it loads into context
Frontmatter
125 tokensAlways available to the agent
SKILL.md
385 tokensWhen the skill is activated
Reference documents
86 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Distinction from Specification
- Process
- Tool Use
Files
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- Formalizing existing project standards into a constitution
- Updating governance principles for an evolving project
- Before writing specifications for a new feature area
## Distinction from Specification
- **Constitution**: Defines project-wide governance (HOW the project operates)
- **Specification**: Defines feature-level requirements (WHAT to build)
## Process
1. **Gather context** - Assess project type, audience, compliance needs, existing standards
2. **Define dev guidelines** - Coding standards, branching strategy, review process
3. **Set code quality standards** - Linting, formatting, complexity limits, naming conventionscross-artifact-analysis
When your agent uses it
Perform cross-artifact consistency and coverage analysis across constitution, specification, plan, and task artifacts to detect gaps, conflicts, and misalignments before implementation.
What it loads into context
Frontmatter
126 tokensAlways available to the agent
SKILL.md
355 tokensWhen the skill is activated
Reference documents
107 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Key Principle
- Process
- Tool Use
Files
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- When verifying that all specification requirements have corresponding tasks
- When checking for contradictions between constitution and plan
- When assessing readiness for the implementation phase
## Key Principle
Every specification requirement must be traceable through the plan to at least one task. No artifact should contradict another. Coverage gaps and conflicts must be resolved before implementation.
## Process
1. **Build traceability matrix** - Map requirements -> plan components -> tasks
2. **Detect coverage gaps** - Requirements without corresponding tasks
3. **Identify conflicts** - Contradictory constraints or requirements across artifacts
4. **Verify constitution compliance** - Plan and tasks comply with governanceimplementation-execution
When your agent uses it
Execute development tasks to build features, producing code, tests, and configuration artifacts that satisfy specification requirements and comply with constitution standards.
What it loads into context
Frontmatter
123 tokensAlways available to the agent
SKILL.md
319 tokensWhen the skill is activated
Reference documents
91 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Key Principle
- Process
- Tool Use
Files
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- When implementing feature code against a specification
- When running per-task tests during implementation
- When validating implementation against specification requirements
## Key Principle
Every line of code must trace back to a specification requirement. Code quality must meet constitution standards. Tests must verify acceptance criteria from the task definition.
## Process
1. **Prepare environment** - Scaffold directories and configuration
2. **Execute independent tasks** - Parallel execution for tasks without dependencies
3. **Execute dependent tasks** - Sequential execution respecting dependency graph
4. **Run per-task tests** - Verify each task's acceptance criteriaplanning-design
When your agent uses it
Design technical architecture, select technology stack, and define implementation strategy from specifications and constitution constraints.
What it loads into context
Frontmatter
117 tokensAlways available to the agent
SKILL.md
296 tokensWhen the skill is activated
Reference documents
93 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Key Principle
- Process
- Tool Use
Files
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- When evaluating technology stack options for a feature
- When designing system architecture for new components
- When assessing implementation risks and defining mitigations
## Key Principle
Architecture decisions must be traceable to specification requirements. Technology choices must comply with constitution constraints. Trade-offs must be documented for every significant decision.
## Process
1. **Assess technology stack** - Evaluate options against constitution requirements
2. **Design architecture** - Components, interfaces, data model, integration points
3. **Define strategy** - Phases, milestones, testing strategy, deployment approach
4. **Assess risks** - Identify risks and define mitigationsquality-checklist
When your agent uses it
Validate implementation quality through custom checklists, scoring against constitution standards, specification coverage, and producing remediation recommendations.
What it loads into context
Frontmatter
115 tokensAlways available to the agent
SKILL.md
360 tokensWhen the skill is activated
Reference documents
90 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Key Principle
- Process
- Tool Use
Files
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- When validating code quality against constitution standards
- When verifying specification requirement coverage
- When running custom project-specific quality checks
## Key Principle
Quality validation must be objective, reproducible, and multi-dimensional. Failed items must have actionable remediation recommendations. The checklist supports convergence loops -- re-validate after fixes until quality threshold is met.
## Process
1. **Validate code quality** - Check against constitution coding standards
2. **Verify test coverage** - Ensure coverage meets constitution thresholds
3. **Check spec satisfaction** - Verify all requirements are implemented
4. **Assess performance** - Validate against constitution benchmarksspecification-writing
When your agent uses it
Write feature specifications as requirements and user stories with acceptance criteria, focusing on business value and testable conditions.
What it loads into context
Frontmatter
120 tokensAlways available to the agent
SKILL.md
359 tokensWhen the skill is activated
Reference documents
90 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Key Principle
- Process
- Tool Use
Files
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- Formalizing vague feature requests into structured requirements
- Clarifying scope boundaries for a feature area
- Establishing acceptance criteria for user stories
## Key Principle
Specifications describe desired behavior from the user's perspective. They define **what** the system should do, not **how** it should be built. Business value must be explicit in every requirement.
## Process
1. **Elicit requirements** - Extract functional and non-functional requirements from feature description
2. **Write user stories** - Author stories in standard format with personas
3. **Define acceptance criteria** - Testable conditions for each story (Given/When/Then)
4. **Identify edge cases** - Error scenarios and boundary conditionstask-decomposition
When your agent uses it
Convert technical plans into actionable development tasks with dependency graphs, effort estimates, and parallelization opportunities.
What it loads into context
Frontmatter
113 tokensAlways available to the agent
SKILL.md
345 tokensWhen the skill is activated
Reference documents
98 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Key Principle
- Process
- Tool Use
Files
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- When breaking down a large feature into implementable units
- When identifying parallelization opportunities in a task set
- When estimating effort and critical path for a feature
## Key Principle
Every task must trace back to at least one specification requirement. Tasks must be atomic enough for a single development session. Dependency graphs must be acyclic.
## Process
1. **Decompose components** - Break architecture components into implementable tasks
2. **Define tasks** - Each with id, title, description, acceptance criteria, dependencies, effort
3. **Build dependency graph** - Show task ordering constraints
4. **Identify parallel groups** - Tasks with no mutual dependenciesbrainstorming
When your agent uses it
Use when starting any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
What it loads into context
Frontmatter
105 tokensAlways available to the agent
SKILL.md
340 tokensWhen the skill is activated
Reference documents
155 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- HARD GATE
- Key Principles
- Agents Used
- Tool Use
Files
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- New features, components, modifications
- Even "simple" projects (unexamined assumptions cause wasted work)
## Process
1. **Explore project context** - files, docs, recent commits
2. **Ask clarifying questions** - one at a time, prefer multiple choice
3. **Propose 2-3 approaches** - with tradeoffs and recommendation
4. **Present design in sections** - get approval after each section
5. **Write design doc** - save to `docs/plans/YYYY-MM-DD-<topic>-design.md`
6. **Transition to writing-plans** - the ONLY next step
## HARD GATE
dispatching-parallel-agents
When your agent uses it
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies.
What it loads into context
Frontmatter
99 tokensAlways available to the agent
SKILL.md
238 tokensWhen the skill is activated
Reference documents
61 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When NOT to Use
- Process
- Agents Used
- Tool Use
Files
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- Multiple subsystems broken independently
- Each problem understood without context from others
- No shared state between investigations
## When NOT to Use
- Failures are related (fix one might fix others)
- Need full system state understanding
- Agents would interfere (editing same files)
## Process
1. Identify independent domains
2. Dispatch agents in parallel (ctx.parallel.all)executing-plans
When your agent uses it
Use when you have a written implementation plan to execute in a separate session with review checkpoints between batches.
What it loads into context
Frontmatter
96 tokensAlways available to the agent
SKILL.md
230 tokensWhen the skill is activated
Reference documents
93 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Agents Used
- Tool Use
Files
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- Executing in a separate/parallel session
- Want human checkpoints between task batches
## Process
1. Load persisted tasks (resume support)
2. Verify/setup worktree
3. Execute tasks in batches (default 3)
4. Report after each batch, wait for feedback
5. Finish branch after all tasks complete
## Agents Used
- Process agents defined in `executing-plans.js`finishing-a-development-branch
When your agent uses it
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work.
What it loads into context
Frontmatter
127 tokensAlways available to the agent
SKILL.md
212 tokensWhen the skill is activated
Reference documents
81 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Agents Used
- Tool Use
Files
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## Process
1. Verify all tests pass (STOP if they fail)
2. Determine base branch
3. Present exactly 4 options
4. Execute chosen option
5. Clean up worktree (Options 1 and 4 only)
## Agents Used
- Process agents referenced in workflow processes
## Tool Use
receiving-code-review
When your agent uses it
Use when receiving code review feedback, before implementing suggestions. Requires technical rigor and verification, not blind implementation.
What it loads into context
Frontmatter
159 tokensAlways available to the agent
SKILL.md
208 tokensWhen the skill is activated
Reference documents
43 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When to Push Back
- Tool Use
Files
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## When to Push Back
- Suggestion breaks existing functionality
- Reviewer lacks full context
- Violates YAGNI
- Conflicts with architectural decisions
## Tool Use
Referenced by implementation processes when handling review feedback.requesting-code-review
When your agent uses it
Use when completing tasks, implementing major features, or before merging to verify work meets requirements.
What it loads into context
Frontmatter
94 tokensAlways available to the agent
SKILL.md
194 tokensWhen the skill is activated
Reference documents
76 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Process
- Agents Used
- Tool Use
Files
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- After completing major features
- Before merge to main
## Process
1. Get git SHAs (base and head)
2. Dispatch code-reviewer agent with context
3. Act on feedback (Critical: fix immediately, Important: fix before proceeding, Minor: note for later)
## Agents Used
- `agents/code-reviewer/` - Senior code review agent
## Tool Usesubagent-driven-development
When your agent uses it
Use when executing implementation plans with independent tasks in the current session. Dispatches fresh subagent per task.
What it loads into context
Frontmatter
98 tokensAlways available to the agent
SKILL.md
293 tokensWhen the skill is activated
Reference documents
123 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Two-Stage Review
- Red Flags
- Agents Used
- Tool Use
Files
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- Want to stay in current session
- Want automatic review checkpoints
## Two-Stage Review
1. **Spec Compliance** - Did they build what was requested? (nothing more, nothing less)
2. **Code Quality** - Is it well-built? (clean, tested, maintainable)
Spec MUST pass before quality review begins.
## Red Flags
- Never skip either review stage
- Never proceed with unfixed issuessystematic-debugging
When your agent uses it
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes. Requires root cause investigation first.
What it loads into context
Frontmatter
155 tokensAlways available to the agent
SKILL.md
269 tokensWhen the skill is activated
Reference documents
102 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- When 3+ Fixes Fail
- Red Flags (STOP and Follow Process)
- Agents Used
- Tool Use
Files
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## When 3+ Fixes Fail
Stop and question the architecture. Pattern of repeated failures indicates architectural problems, not implementation bugs.
## Red Flags (STOP and Follow Process)
- "Quick fix for now"
- "Just try changing X"
- Proposing solutions before tracing data flow
- "One more fix attempt" (when already tried 2+)
## Agents Used
- Process agents defined in `systematic-debugging.js`test-driven-development
When your agent uses it
Use when implementing any feature or bugfix, before writing implementation code. Enforces RED-GREEN-REFACTOR cycle.
What it loads into context
Frontmatter
177 tokensAlways available to the agent
SKILL.md
255 tokensWhen the skill is activated
Reference documents
87 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Red Flags (STOP and Start Over)
- Agents Used
- Tool Use
Files
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## Red Flags (STOP and Start Over)
- Code before test
- Test passes immediately
- "I'll test after"
- "Too simple to test"
- Rationalizing "just this once"
## Agents Used
- Process agents defined in `test-driven-development.js`
## Tool Use
using-git-worktrees
When your agent uses it
Use when starting feature work that needs isolation from current workspace or before executing implementation plans.
What it loads into context
Frontmatter
139 tokensAlways available to the agent
SKILL.md
204 tokensWhen the skill is activated
Reference documents
81 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Safety
- Agents Used
- Tool Use
Files
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## Safety
- Always verify worktree directory is gitignored
- Always run baseline tests
- Report failures before proceeding
## Agents Used
- Process agents referenced in `superpowers-workflow.js`
## Tool Use
Referenced by `executing-plans` and `subagent-driven-development` processes.using-superpowers
When your agent uses it
Use when starting any conversation. Establishes how to find and use skills, requiring skill invocation before any response.
What it loads into context
Frontmatter
108 tokensAlways available to the agent
SKILL.md
219 tokensWhen the skill is activated
Reference documents
43 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Skill Types
- Red Flags
- Tool Use
Files
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## Skill Types
- **Rigid** (TDD, debugging) - Follow exactly
- **Flexible** (patterns) - Adapt principles to context
## Red Flags
- "This is just a simple question" - questions are tasks, check for skills
- "I need more context first" - skill check comes BEFORE clarifying questions
- "The skill is overkill" - simple things become complex, use it
## Tool Use
Meta-skill for the overall methodology. Ensures skills are always checked and invoked.verification-before-completion
When your agent uses it
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs. Evidence before assertions.
What it loads into context
Frontmatter
144 tokensAlways available to the agent
SKILL.md
219 tokensWhen the skill is activated
Reference documents
42 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Red Flags
- Agents Used
- Tool Use
Files
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## Red Flags
- Using "should", "probably", "seems to"
- Expressing satisfaction before verification
- Trusting agent success reports without independent verification
## Agents Used
- Process agents defined in `verification-before-completion.js`
## Tool Use
Invoke via babysitter process: `methodologies/superpowers/verification-before-completion`writing-plans
When your agent uses it
Use when you have a spec or requirements for a multi-step task, before touching code. Creates bite-sized TDD implementation plans with dependency tracking.
What it loads into context
Frontmatter
105 tokensAlways available to the agent
SKILL.md
269 tokensWhen the skill is activated
Reference documents
103 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Task Structure
- Plan Format
- Execution Handoff
- Agents Used
- Tool Use
Files
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- When you have specs/requirements for multi-step work
- Before any implementation begins
## Task Structure
Each task follows: Write failing test -> Verify fail -> Implement minimal code -> Verify pass -> Commit
## Plan Format
- Header: Goal, Architecture, Tech Stack
- Tasks with exact file paths and complete code
- TDD steps with expected output
- Task persistence via `.tasks.json`
writing-skills
When your agent uses it
Use when creating new skills, editing existing skills, or verifying skills work before deployment.
What it loads into context
Frontmatter
147 tokensAlways available to the agent
SKILL.md
213 tokensWhen the skill is activated
Reference documents
43 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Skill Structure
- Tool Use
Files
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## Skill Structure
- YAML frontmatter: `name` and `description` only
- Description: "Use when..." (triggering conditions only, never summarize workflow)
- Flat namespace, separate files only for heavy reference or reusable tools
## Tool Use
Meta-skill for creating new skills within the methodology.autogen-setup
When your agent uses it
Microsoft AutoGen multi-agent configuration for conversational AI systems
What it loads into context
Frontmatter
143 tokensAlways available to the agent
SKILL.md
372 tokensWhen the skill is activated
Reference documents
92 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# AutoGen Setup Skill
## Capabilities
- Configure AutoGen agents (AssistantAgent, UserProxyAgent)
- Set up agent conversations and group chats
- Implement code execution capabilities
- Design human-in-the-loop patterns
- Configure nested agent architectures
- Implement custom reply functions
## Target Processes
- multi-agent-systemautonomous-coding-engagement
When your agent uses it
Autonomously engage with complex coding tasks — multi-step planning, tool use, self-correction, and solution verification without human intervention.
What it loads into context
Frontmatter
105 tokensAlways available to the agent
SKILL.md
119 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
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# Autonomous Coding Engagement Skill
> Stub — implementation pending.autonomous-research-engineering
When your agent uses it
Autonomous research engineering — web search orchestration, source synthesis, hypothesis formation, and structured research report generation.
What it loads into context
Frontmatter
99 tokensAlways available to the agent
SKILL.md
113 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
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# Autonomous Research Engineering Skill
> Stub — implementation pending.chain-of-thought-prompts
When your agent uses it
Chain-of-thought and step-by-step reasoning prompts for complex problem solving
What it loads into context
Frontmatter
140 tokensAlways available to the agent
SKILL.md
365 tokensWhen the skill is activated
Reference documents
105 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# Chain-of-Thought Prompts Skill
## Capabilities
- Design chain-of-thought prompting patterns
- Implement step-by-step reasoning templates
- Create self-consistency prompting
- Design tree-of-thought patterns
- Implement reasoning verification
- Create structured reasoning outputs
## Target Processes
- prompt-engineering-workflowchroma-integration
When your agent uses it
Chroma local vector database setup and operations for development and production
What it loads into context
Frontmatter
131 tokensAlways available to the agent
SKILL.md
355 tokensWhen the skill is activated
Reference documents
97 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# Chroma Integration Skill
## Capabilities
- Set up Chroma (ephemeral, persistent, client-server)
- Create and manage collections
- Implement document ingestion with embeddings
- Configure metadata filtering
- Set up multi-tenant collections
- Implement where and where_document filters
## Target Processes
- vector-database-setupclosed-book-frontier-reasoning
When your agent uses it
Perform closed-book frontier reasoning — complex problem solving from internalized knowledge without external retrieval or tool use.
What it loads into context
Frontmatter
101 tokensAlways available to the agent
SKILL.md
118 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
SKILL.mdcore515 bytes
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# Closed-Book Frontier Reasoning Skill
> Stub — implementation pending.constitutional-ai-prompts
When your agent uses it
Constitutional AI and safety guardrail prompts for aligned LLM behavior
What it loads into context
Frontmatter
129 tokensAlways available to the agent
SKILL.md
354 tokensWhen the skill is activated
Reference documents
106 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# Constitutional AI Prompts Skill
## Capabilities
- Design constitutional AI principles
- Implement self-critique and revision prompts
- Create harmlessness guidelines
- Design refusal patterns for unsafe requests
- Implement red-team testing prompts
- Create ethics-aware response frameworks
## Target Processes
- system-prompt-guardrailscontent-moderation-api
When your agent uses it
Content moderation API integration using OpenAI Moderation, Perspective API, and others
What it loads into context
Frontmatter
133 tokensAlways available to the agent
SKILL.md
363 tokensWhen the skill is activated
Reference documents
88 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# Content Moderation API Skill
## Capabilities
- Integrate OpenAI Moderation API
- Set up Perspective API for toxicity detection
- Configure moderation thresholds
- Implement content filtering pipelines
- Design moderation response handling
- Create moderation logging and reporting
## Target Processes
- content-moderation-safetycrewai-setup
When your agent uses it
CrewAI multi-agent orchestration setup for collaborative AI systems
What it loads into context
Frontmatter
139 tokensAlways available to the agent
SKILL.md
378 tokensWhen the skill is activated
Reference documents
98 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# CrewAI Setup Skill
## Capabilities
- Configure CrewAI agents with roles and goals
- Define tasks and expected outputs
- Set up crew orchestration patterns
- Implement agent collaboration workflows
- Configure memory and knowledge sharing
- Design hierarchical agent structures
## Target Processes
- multi-agent-systementity-memory-extraction
When your agent uses it
Entity and fact extraction for user profiling and personalization
What it loads into context
Frontmatter
124 tokensAlways available to the agent
SKILL.md
332 tokensWhen the skill is activated
Reference documents
87 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
README.mddoc517 bytesSKILL.mdcore1,531 bytes
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# Entity Memory Extraction Skill
## Capabilities
- Extract entities from conversations
- Build and update user profiles
- Track preferences and facts
- Implement entity disambiguation
- Design entity relationship graphs
- Configure extraction rules and schemas
## Target Processes
- long-term-memory-managementfew-shot-example-gen
When your agent uses it
Few-shot example generation and optimization for improved LLM performance
What it loads into context
Frontmatter
131 tokensAlways available to the agent
SKILL.md
350 tokensWhen the skill is activated
Reference documents
94 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# Few-Shot Example Generation Skill
## Capabilities
- Generate diverse few-shot examples
- Implement example selection strategies
- Optimize example ordering for performance
- Create dynamic example retrieval
- Design example formats for specific tasks
- Implement example quality validation
## Target Processes
- prompt-engineering-workflowgeneral-knowledge-reasoning
When your agent uses it
Apply general knowledge reasoning across diverse domains — trivia, commonsense inference, analogy, and factual question answering.
What it loads into context
Frontmatter
100 tokensAlways available to the agent
SKILL.md
115 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
SKILL.mdcore504 bytes
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# General Knowledge Reasoning Skill
> Stub — implementation pending.guardrails-ai-setup
When your agent uses it
Guardrails AI validation framework setup for LLM applications. Implement input/output validation, safety checks, and structured output enforcement.
What it loads into context
Frontmatter
138 tokensAlways available to the agent
SKILL.md
1,988 tokensWhen the skill is activated
Reference documents
2,334 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Overview
- Capabilities
- Usage
- Task Definition
- Applicable Processes
- External Dependencies
- References
- Related Skills
- Related Agents
Files
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# guardrails-ai-setup
Configure Guardrails AI validation framework to ensure LLM outputs meet quality, safety, and structural requirements. Implement validators for input sanitization, output format enforcement, and safety constraints.
## Overview
Guardrails AI provides:
- Input validation before LLM calls
- Output validation after LLM responses
- Structured output enforcement (JSON, XML, etc.)
- Pre-built validators from Guardrails Hub
- Custom validator creation
- Automatic retry and correction mechanisms
haystack-pipeline
When your agent uses it
Haystack NLP pipeline configuration for document processing and QA
What it loads into context
Frontmatter
129 tokensAlways available to the agent
SKILL.md
351 tokensWhen the skill is activated
Reference documents
90 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# Haystack Pipeline Skill
## Capabilities
- Configure Haystack pipeline components
- Set up document stores and retrievers
- Implement reader/generator models
- Design custom pipeline graphs
- Configure preprocessing pipelines
- Implement evaluation pipelines
## Target Processes
- rag-pipeline-implementationhuggingface-classifier
When your agent uses it
Hugging Face transformer model fine-tuning and inference for intent classification
What it loads into context
Frontmatter
131 tokensAlways available to the agent
SKILL.md
381 tokensWhen the skill is activated
Reference documents
91 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# HuggingFace Classifier Skill
## Capabilities
- Fine-tune transformer models for classification
- Configure training pipelines with Trainer API
- Implement inference with optimizations
- Design label schemas and mappings
- Set up model evaluation and metrics
- Deploy models with HF Inference API
## Target Processes
- intent-classification-systemlangchain-chains
When your agent uses it
LangChain chain composition including SequentialChain, RouterChain, and LCEL patterns
What it loads into context
Frontmatter
152 tokensAlways available to the agent
SKILL.md
369 tokensWhen the skill is activated
Reference documents
110 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# LangChain Chains Skill
## Capabilities
- Compose LangChain chains using LCEL (LangChain Expression Language)
- Implement sequential chain patterns
- Design router chains for conditional logic
- Create parallel execution chains
- Handle chain fallbacks and retries
- Implement streaming chains
## Target Processes
- dialogue-flow-designlangchain-memory
When your agent uses it
LangChain memory integration including ConversationBufferMemory, ConversationSummaryMemory, and vector-based memory
What it loads into context
Frontmatter
134 tokensAlways available to the agent
SKILL.md
345 tokensWhen the skill is activated
Reference documents
104 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# LangChain Memory Skill
## Capabilities
- Implement various LangChain memory types
- Configure ConversationBufferMemory for short-term recall
- Set up ConversationSummaryMemory for long conversations
- Integrate vector-based memory for semantic search
- Design memory retrieval strategies
- Handle memory persistence and serialization
## Target Processes
- conversational-memory-systemlangchain-react-agent
When your agent uses it
LangChain ReAct agent implementation with tool binding for reasoning and action loops
What it loads into context
Frontmatter
140 tokensAlways available to the agent
SKILL.md
379 tokensWhen the skill is activated
Reference documents
144 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# LangChain ReAct Agent Skill
## Capabilities
- Implement ReAct (Reasoning + Acting) agent patterns using LangChain
- Configure tool binding and function calling for agents
- Design thought-action-observation loops
- Integrate with various LLM providers (OpenAI, Anthropic, etc.)
- Handle agent memory and state persistence
- Implement error handling and retry logic for agent actions
## Target Processes
- react-agent-implementationlangchain-retriever
When your agent uses it
LangChain retriever implementation with various retrieval strategies for RAG applications
What it loads into context
Frontmatter
133 tokensAlways available to the agent
SKILL.md
357 tokensWhen the skill is activated
Reference documents
113 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# LangChain Retriever Skill
## Capabilities
- Implement various LangChain retriever types
- Configure vector store retrievers
- Set up multi-query retrievers for improved recall
- Implement contextual compression retrievers
- Design ensemble retrievers combining multiple strategies
- Configure self-query retrievers for structured filtering
## Target Processes
- rag-pipeline-implementationlangchain-tools
When your agent uses it
LangChain tool creation and integration utilities for agent systems
What it loads into context
Frontmatter
136 tokensAlways available to the agent
SKILL.md
358 tokensWhen the skill is activated
Reference documents
107 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# LangChain Tools Skill
## Capabilities
- Create custom LangChain tools with proper schemas
- Integrate existing tools and APIs
- Design tool descriptions for optimal LLM understanding
- Implement structured tool inputs with Pydantic
- Handle tool errors and fallbacks
- Create tool chains and pipelines
## Target Processes
- custom-tool-developmentlangfuse-integration
When your agent uses it
LangFuse LLM observability integration for tracing, analytics, and cost tracking
What it loads into context
Frontmatter
137 tokensAlways available to the agent
SKILL.md
385 tokensWhen the skill is activated
Reference documents
92 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# LangFuse Integration Skill
## Capabilities
- Set up LangFuse tracing for LLM calls
- Configure cost tracking and analytics
- Implement prompt management
- Set up evaluation datasets
- Design custom trace metadata
- Create dashboards and alerts
## Target Processes
- llm-observability-monitoringlanggraph-checkpoint
When your agent uses it
LangGraph checkpoint and persistence configuration for stateful workflow management
What it loads into context
Frontmatter
137 tokensAlways available to the agent
SKILL.md
359 tokensWhen the skill is activated
Reference documents
103 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# LangGraph Checkpoint Skill
## Capabilities
- Configure LangGraph checkpointing systems
- Implement state persistence with various backends
- Set up checkpoint serialization strategies
- Design state recovery and replay mechanisms
- Handle checkpoint versioning and migration
- Implement checkpoint pruning strategies
## Target Processes
- langgraph-workflow-designlanggraph-hitl
When your agent uses it
Human-in-the-loop integration for LangGraph workflows with approval and intervention points
What it loads into context
Frontmatter
132 tokensAlways available to the agent
SKILL.md
339 tokensWhen the skill is activated
Reference documents
114 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# LangGraph Human-in-the-Loop Skill
## Capabilities
- Implement interrupt points in LangGraph workflows
- Configure human approval gates
- Design intervention interfaces
- Handle workflow resumption after human input
- Implement timeout and escalation logic
- Create notification systems for pending approvals
## Target Processes
- langgraph-workflow-designlanggraph-routing
When your agent uses it
Conditional edge routing and state-based transitions for LangGraph workflows
What it loads into context
Frontmatter
140 tokensAlways available to the agent
SKILL.md
352 tokensWhen the skill is activated
Reference documents
107 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# LangGraph Routing Skill
## Capabilities
- Design conditional edge routing in LangGraph
- Implement state-based transition logic
- Create dynamic routing functions
- Handle multi-path workflow branches
- Implement router nodes for complex decisions
- Design fallback and error routing paths
## Target Processes
- langgraph-workflow-designlanggraph-state-graph
When your agent uses it
LangGraph StateGraph builder with state schema design. Create stateful agent workflows with cycles, conditionals, and persistence.
What it loads into context
Frontmatter
151 tokensAlways available to the agent
SKILL.md
1,629 tokensWhen the skill is activated
Reference documents
1,698 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Overview
- Capabilities
- Usage
- Task Definition
- Applicable Processes
- External Dependencies
- References
- Related Skills
- Related Agents
Files
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# langgraph-state-graph
Build stateful agent workflows using LangGraph's StateGraph pattern. Design state schemas, create nodes, define edges with conditional routing, and enable persistence.
## Overview
LangGraph is a library for building stateful, multi-actor applications with LLMs. The StateGraph is the core abstraction that enables:
- Cyclical computation graphs (unlike DAGs)
- State persistence and checkpointing
- Human-in-the-loop interaction patterns
- Conditional branching and routing
- Multi-agent coordination
## Capabilitieslanggraph-subgraph
When your agent uses it
Subgraph composition and modular workflow design for LangGraph
What it loads into context
Frontmatter
138 tokensAlways available to the agent
SKILL.md
344 tokensWhen the skill is activated
Reference documents
103 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# LangGraph Subgraph Skill
## Capabilities
- Design modular subgraph components
- Compose subgraphs into parent workflows
- Handle state mapping between graphs
- Implement subgraph reusability patterns
- Design subgraph interfaces and contracts
- Handle subgraph error isolation
## Target Processes
- multi-agent-systemlangsmith-tracing
When your agent uses it
LangSmith tracing and debugging setup for LLM applications. Configure observability, capture traces, and enable debugging for LangChain/LangGraph agents.
What it loads into context
Frontmatter
138 tokensAlways available to the agent
SKILL.md
1,158 tokensWhen the skill is activated
Reference documents
1,083 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Overview
- Capabilities
- Usage
- Task Definition
- Applicable Processes
- External Dependencies
- References
- Related Skills
- Related Agents
Files
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# langsmith-tracing
Configure LangSmith observability and tracing for LLM applications built with LangChain and LangGraph frameworks.
## Overview
LangSmith is the managed observability suite by LangChain that provides:
- Dashboards and alerting for LLM applications
- Human-in-the-loop evaluation capabilities
- Deep LangChain/LangGraph integration
- Run Tree model for nested traces
- MCP connectivity to Claude, VSCode
## Capabilitiesllamaindex-agent
When your agent uses it
LlamaIndex agent and query engine setup for RAG-powered agents
What it loads into context
Frontmatter
132 tokensAlways available to the agent
SKILL.md
366 tokensWhen the skill is activated
Reference documents
98 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# LlamaIndex Agent Skill
## Capabilities
- Set up LlamaIndex query engines
- Configure ReAct agents with tools
- Implement OpenAI function calling agents
- Design sub-question query engines
- Set up multi-document agents
- Implement chat engines with memory
## Target Processes
- rag-pipeline-implementationllm-classifier
When your agent uses it
LLM-based zero-shot and few-shot classification for flexible intent detection
What it loads into context
Frontmatter
133 tokensAlways available to the agent
SKILL.md
345 tokensWhen the skill is activated
Reference documents
91 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# LLM Classifier Skill
## Capabilities
- Implement zero-shot classification with LLMs
- Design few-shot classification prompts
- Configure structured output for labels
- Implement confidence scoring
- Design classification taxonomies
- Handle multi-label classification
## Target Processes
- intent-classification-systemmcp-app-scaffolding
When your agent uses it
Scaffolds MCP App project structure with correct directory layout, dependencies, entry points, and framework-specific templates. Handles React (useApp hook), Vanilla JS, Vue, Svelte, Preact, and Solid.
What it loads into context
Frontmatter
158 tokensAlways available to the agent
SKILL.md
2,224 tokensWhen the skill is activated
Reference documents
695 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Overview
- Capabilities
- Usage
- Verification Checklist
- Task Definition
- Applicable Processes
- External Dependencies
- References
- Related Skills
- Related Agents
Files
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# mcp-app-scaffolding
Scaffold MCP App projects from scratch with correct structure, dependencies, and framework-specific templates following the reference-code-first methodology.
## Overview
MCP Apps are interactive UIs that render inline in MCP-enabled hosts (Claude Desktop, ChatGPT, VS Code, Goose, Postman). Every MCP App requires:
- A **Tool** (called by the LLM/host, returns data) registered via `registerAppTool`
- A **Resource** (serves bundled HTML UI) registered via `registerAppResource`
- The tool's `_meta.ui.resourceUri` references the resource's URI
This skill handles the initial project scaffolding: cloning the SDK reference code, selecting a framework, generating the directory structure, and creating all entry points.
## Capabilitiesmcp-app-verification
When your agent uses it
Comprehensive verification checklists for MCP Apps. Tests with basic-host reference, validates handler-before-connect, text fallback, resource URI linking, single-file bundling, host styling, CSP, and legacy pattern detection.
What it loads into context
Frontmatter
146 tokensAlways available to the agent
SKILL.md
3,084 tokensWhen the skill is activated
Reference documents
669 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Overview
- Capabilities
- Usage
- Verification Checklist (Summary)
- Task Definition
- Applicable Processes
- External Dependencies
- References
- Related Skills
- Related Agents
Files
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# mcp-app-verification
Run comprehensive verification checklists for MCP Apps covering correctness, compatibility, and migration completeness.
## Overview
MCP Apps have several critical invariants that must be verified before deployment. This skill provides systematic verification across multiple dimensions:
1. **Runtime verification**: App loads and functions in basic-host reference
2. **Pattern verification**: Critical code patterns are correct (handler-before-connect, text fallback)
3. **Build verification**: Single-file bundle is valid and complete
4. **Styling verification**: Host theming applies correctly
5. **CSP verification**: All origins declared, no silent failures
6. **Migration verification**: No remaining legacy patterns (OpenAI, old MIME types, snake_case)mcp-csp-investigation
When your agent uses it
Comprehensive Content Security Policy audit for MCP Apps in sandboxed iframes. Discovers all network origins, traces them to source, and generates CSP configuration for registerAppResource.
What it loads into context
Frontmatter
138 tokensAlways available to the agent
SKILL.md
2,247 tokensWhen the skill is activated
Reference documents
590 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Overview
- Capabilities
- Usage
- Common Pitfalls
- Verification Checklist
- Task Definition
- Applicable Processes
- External Dependencies
- References
- Related Skills
- Related Agents
Files
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# mcp-csp-investigation
Perform exhaustive Content Security Policy audits for MCP Apps running in sandboxed iframes where all network requests fail SILENTLY without proper CSP declarations.
## Overview
MCP Apps run in sandboxed iframes with no same-origin server. This means:
- **ALL network requests fail silently** without CSP -- no errors, no warnings, just silent failure
- Every external origin (CDN, API, font, image, WebSocket) must be declared in CSP
- CSP is configured in the `contents[]` return from the `registerAppResource` read callback
- Missing even ONE origin causes that resource to silently not load
This skill provides a systematic methodology for discovering every network origin an app uses, tracing each to its source, and generating the correct CSP configuration.
mcp-host-styling-integration
When your agent uses it
Integrates MCP App UI with host theming system. Applies host CSS variables, handles onhostcontextchanged, safe area insets, display mode detection, and fullscreen configuration.
What it loads into context
Frontmatter
130 tokensAlways available to the agent
SKILL.md
2,536 tokensWhen the skill is activated
Reference documents
588 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Overview
- Capabilities
- Usage
- Common Pitfalls
- Verification Checklist
- Task Definition
- Applicable Processes
- External Dependencies
- References
- Related Skills
- Related Agents
Files
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# mcp-host-styling-integration
Integrate MCP App UIs with the host application's theming system so apps look native in Claude Desktop, ChatGPT, VS Code, Goose, Postman, and other MCP-enabled hosts.
## Overview
MCP Apps render in sandboxed iframes inside host applications. Each host has its own visual theme (colors, fonts, border radii, spacing). The MCP Apps SDK provides:
- **CSS variables** (`--color-*`, `--font-*`, `--border-radius-*`) injected by the host
- **SDK helpers** (`applyDocumentTheme`, `applyHostStyleVariables`, `applyHostFonts`) to apply them
- **React hooks** (`useHostStyles`, `useHostStyleVariables`, `useHostFonts`) for React apps
- **`onhostcontextchanged` event** fired when theme changes (e.g., dark mode toggle)
The key principle is: always use CSS variable fallbacks so the app looks correct both as an MCP App (host provides variables) and standalone (fallback values apply).
mcp-tool-resource-pattern
When your agent uses it
Implements the core MCP Apps architectural pattern where a Tool declares _meta.ui.resourceUri referencing a registered Resource. Covers registerAppTool, registerAppResource, text fallback, structuredContent, and app-only helper tools.
What it loads into context
Frontmatter
155 tokensAlways available to the agent
SKILL.md
2,527 tokensWhen the skill is activated
Reference documents
683 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Overview
- Capabilities
- Usage
- Critical Rules
- Verification Checklist
- Task Definition
- Applicable Processes
- External Dependencies
- References
- Related Skills
- Related Agents
Files
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# mcp-tool-resource-pattern
Implement the foundational Tool + Resource pattern that every MCP App requires: a Tool that returns data and references a Resource that serves the interactive UI.
## Overview
Every MCP App is built on the Tool + Resource pattern:
1. **Tool** (registered via `registerAppTool`): Called by the LLM/host, returns data. Its `_meta.ui.resourceUri` tells the host which Resource provides the UI.
2. **Resource** (registered via `registerAppResource`): Serves a bundled HTML file that renders the interactive UI in a sandboxed iframe.
3. The tool passes data to the UI via `structuredContent` (available in `ontoolresult` handler).
4. The tool MUST also return a `content` array with text fallback for non-UI hosts.
## Capabilitiesmedical-agent
When your agent uses it
Build medical AI agents for clinical decision support, medical record summarization, diagnostic assistance, and healthcare workflow automation.
What it loads into context
Frontmatter
92 tokensAlways available to the agent
SKILL.md
105 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
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# Medical Agent Skill
> Stub — implementation pending.mem0-integration
When your agent uses it
Mem0 memory layer integration for AI agents. Implement persistent, semantic memory for long-term context retention and personalization.
What it loads into context
Frontmatter
130 tokensAlways available to the agent
SKILL.md
1,842 tokensWhen the skill is activated
Reference documents
2,171 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Overview
- Capabilities
- Usage
- Task Definition
- Applicable Processes
- External Dependencies
- References
- Related Skills
- Related Agents
Files
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# mem0-integration
Integrate Mem0 (formerly MemGPT) as a universal memory layer for AI agents. Enable persistent memory storage, semantic search across memories, and personalized context retrieval.
## Overview
Mem0 provides intelligent memory management for AI applications:
- Persistent storage of conversation history and facts
- Semantic search across stored memories
- User-specific memory isolation
- Automatic memory extraction from conversations
- Support for local and cloud deployments
## Capabilitiesmemory-summarization
When your agent uses it
Conversation summarization for memory compression and context management
What it loads into context
Frontmatter
128 tokensAlways available to the agent
SKILL.md
342 tokensWhen the skill is activated
Reference documents
85 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# Memory Summarization Skill
## Capabilities
- Implement conversation summarization strategies
- Configure rolling summary updates
- Design hierarchical summarization
- Implement token-aware summarization
- Create extractive and abstractive summaries
- Design summary quality evaluation
## Target Processes
- conversational-memory-systemmilvus-integration
When your agent uses it
Milvus distributed vector database configuration for large-scale RAG applications
What it loads into context
Frontmatter
131 tokensAlways available to the agent
SKILL.md
396 tokensWhen the skill is activated
Reference documents
97 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# Milvus Integration Skill
## Capabilities
- Set up Milvus (Lite, Standalone, Cluster)
- Design collection schemas with dynamic fields
- Configure index types (IVF, HNSW, etc.)
- Implement partition strategies
- Set up GPU acceleration
- Handle large-scale data operations
## Target Processes
- vector-database-setupmulti-app-orchestration
When your agent uses it
Orchestrate workflows across multiple applications and APIs — inter-app coordination, data handoff, and multi-system task completion.
What it loads into context
Frontmatter
101 tokensAlways available to the agent
SKILL.md
117 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
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# Multi-App Orchestration Skill
> Stub — implementation pending.multi-turn-tool-use
When your agent uses it
Design agents for multi-turn tool use — sequential tool calls, result accumulation, error recovery, and complex task decomposition over multiple turns.
What it loads into context
Frontmatter
101 tokensAlways available to the agent
SKILL.md
117 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
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# Multi-Turn Tool Use Skill
> Stub — implementation pending.nemo-guardrails
When your agent uses it
NVIDIA NeMo Guardrails configuration for conversational safety and control
What it loads into context
Frontmatter
135 tokensAlways available to the agent
SKILL.md
362 tokensWhen the skill is activated
Reference documents
89 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# NeMo Guardrails Skill
## Capabilities
- Configure NeMo Guardrails rails
- Design Colang conversation flows
- Implement input/output rails
- Set up topic control
- Configure jailbreak detection
- Implement fact-checking rails
## Target Processes
- system-prompt-guardrailsopentelemetry-llm
When your agent uses it
OpenTelemetry instrumentation for LLM applications with distributed tracing
What it loads into context
Frontmatter
133 tokensAlways available to the agent
SKILL.md
393 tokensWhen the skill is activated
Reference documents
93 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# OpenTelemetry LLM Skill
## Capabilities
- Configure OpenTelemetry SDK for LLM apps
- Implement LLM-specific instrumentation
- Set up trace exporters (Jaeger, OTLP)
- Design semantic conventions for LLM
- Configure span attributes for AI workloads
- Implement context propagation
## Target Processes
- llm-observability-monitoringphoenix-arize-setup
When your agent uses it
Arize Phoenix observability platform setup for LLM debugging and evaluation
What it loads into context
Frontmatter
132 tokensAlways available to the agent
SKILL.md
370 tokensWhen the skill is activated
Reference documents
100 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# Phoenix Arize Setup Skill
## Capabilities
- Set up Phoenix local server
- Configure tracing instrumentation
- Design evaluation experiments
- Implement embedding visualizations
- Set up retrieval analysis
- Create custom evaluations with LLM-as-judge
## Target Processes
- llm-observability-monitoringpii-redaction
When your agent uses it
PII detection and redaction utilities for privacy-compliant conversational AI
What it loads into context
Frontmatter
129 tokensAlways available to the agent
SKILL.md
392 tokensWhen the skill is activated
Reference documents
96 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# PII Redaction Skill
## Capabilities
- Detect personally identifiable information
- Implement redaction strategies
- Configure detection for various PII types
- Design reversible anonymization
- Implement compliance logging
- Create audit trails for PII handling
## Target Processes
- content-moderation-safetypinecone-integration
When your agent uses it
Pinecone vector database setup, configuration, and operations for RAG applications
What it loads into context
Frontmatter
133 tokensAlways available to the agent
SKILL.md
361 tokensWhen the skill is activated
Reference documents
96 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# Pinecone Integration Skill
## Capabilities
- Set up Pinecone index and environment
- Configure index parameters and pods
- Implement upsert and query operations
- Design namespace strategies for multi-tenancy
- Configure metadata filtering
- Implement batch operations and optimization
## Target Processes
- vector-database-setupprompt-compression
When your agent uses it
Token-efficient prompt compression techniques for cost optimization
What it loads into context
Frontmatter
122 tokensAlways available to the agent
SKILL.md
345 tokensWhen the skill is activated
Reference documents
90 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# Prompt Compression Skill
## Capabilities
- Implement token-efficient prompt compression
- Design context pruning strategies
- Configure selective context inclusion
- Implement LLMLingua-style compression
- Design summary-based compression
- Create compression quality metrics
## Target Processes
- cost-optimization-llmprompt-injection-detector
When your agent uses it
Prompt injection detection and prevention for secure LLM applications
What it loads into context
Frontmatter
135 tokensAlways available to the agent
SKILL.md
368 tokensWhen the skill is activated
Reference documents
85 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# Prompt Injection Detector Skill
## Capabilities
- Detect prompt injection attempts
- Implement input sanitization
- Configure detection classifiers
- Design defense layers
- Implement canary token detection
- Create injection logging and alerting
## Target Processes
- prompt-injection-defenseprompt-template-design
When your agent uses it
Structured prompt template creation with variables, formatting, and version control
What it loads into context
Frontmatter
131 tokensAlways available to the agent
SKILL.md
335 tokensWhen the skill is activated
Reference documents
91 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# Prompt Template Design Skill
## Capabilities
- Create structured prompt templates with variables
- Implement prompt formatting with different styles
- Design system/user/assistant message templates
- Handle dynamic context injection
- Implement prompt versioning and management
- Create reusable prompt components
## Target Processes
- prompt-engineering-workflowqdrant-integration
When your agent uses it
Qdrant vector database with filtering, payloads, and quantization support
What it loads into context
Frontmatter
135 tokensAlways available to the agent
SKILL.md
396 tokensWhen the skill is activated
Reference documents
103 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# Qdrant Integration Skill
## Capabilities
- Set up Qdrant (local, cloud, self-hosted)
- Create collections with configuration
- Implement advanced filtering with payloads
- Configure quantization for efficiency
- Set up sparse vectors for hybrid search
- Implement batch operations and optimization
## Target Processes
- vector-database-setuprag-chunking-strategy
When your agent uses it
Document chunking with multiple strategies including semantic, recursive, and fixed-size chunking
What it loads into context
Frontmatter
137 tokensAlways available to the agent
SKILL.md
395 tokensWhen the skill is activated
Reference documents
107 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# RAG Chunking Strategy Skill
## Capabilities
- Implement multiple document chunking strategies
- Configure semantic chunking based on content boundaries
- Set up recursive character text splitting
- Design fixed-size chunking with overlap
- Implement document-aware chunking (markdown, code, etc.)
- Optimize chunk sizes for retrieval quality
## Target Processes
- rag-pipeline-implementationrag-embedding-generation
When your agent uses it
Batch embedding generation with caching, rate limiting, and multiple provider support
What it loads into context
Frontmatter
132 tokensAlways available to the agent
SKILL.md
385 tokensWhen the skill is activated
Reference documents
102 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# RAG Embedding Generation Skill
## Capabilities
- Generate embeddings with multiple providers
- Implement batch processing for large datasets
- Configure caching for embedding reuse
- Handle rate limiting and retries
- Support various embedding models
- Implement embedding quality validation
## Target Processes
- rag-pipeline-implementationrag-hybrid-search
When your agent uses it
Hybrid search combining semantic and keyword retrieval for RAG pipelines. Implement BM25 + dense vector search with fusion strategies.
What it loads into context
Frontmatter
132 tokensAlways available to the agent
SKILL.md
1,920 tokensWhen the skill is activated
Reference documents
2,190 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Overview
- Capabilities
- Usage
- Task Definition
- Applicable Processes
- External Dependencies
- References
- Related Skills
- Related Agents
Files
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# rag-hybrid-search
Implement hybrid search combining semantic vector retrieval with keyword-based BM25 search for improved RAG pipeline accuracy and recall.
## Overview
Hybrid search addresses the limitations of pure semantic or pure keyword search:
- Semantic search excels at conceptual similarity but may miss exact matches
- Keyword search finds exact terms but lacks semantic understanding
- Hybrid combines both for superior retrieval performance
## Capabilities
### Search Strategiesrag-query-transformation
When your agent uses it
Query expansion, HyDE, and multi-query generation for improved retrieval
What it loads into context
Frontmatter
132 tokensAlways available to the agent
SKILL.md
361 tokensWhen the skill is activated
Reference documents
97 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# RAG Query Transformation Skill
## Capabilities
- Implement query expansion techniques
- Configure Hypothetical Document Embeddings (HyDE)
- Set up multi-query generation
- Design query decomposition strategies
- Implement step-back prompting
- Configure query routing for specialized indices
## Target Processes
- advanced-rag-patternsrag-reranking
When your agent uses it
Cross-encoder reranking and MMR diversity filtering for improved retrieval quality
What it loads into context
Frontmatter
132 tokensAlways available to the agent
SKILL.md
397 tokensWhen the skill is activated
Reference documents
113 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# RAG Reranking Skill
## Capabilities
- Implement cross-encoder reranking models
- Configure Maximal Marginal Relevance (MMR) filtering
- Set up Cohere Rerank integration
- Design multi-stage retrieval pipelines
- Implement diversity-aware reranking
- Configure score normalization and thresholds
## Target Processes
- advanced-rag-patternsrasa-nlu-integration
When your agent uses it
Rasa NLU pipeline configuration and training for intent and entity extraction
What it loads into context
Frontmatter
132 tokensAlways available to the agent
SKILL.md
375 tokensWhen the skill is activated
Reference documents
93 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# Rasa NLU Integration Skill
## Capabilities
- Configure Rasa NLU pipelines
- Design training data in Rasa format
- Set up intent classification components
- Configure entity extraction (DIETClassifier)
- Implement pipeline optimization
- Set up model evaluation and testing
## Target Processes
- intent-classification-systemredis-memory-backend
When your agent uses it
Redis backend for conversation state persistence and caching
What it loads into context
Frontmatter
124 tokensAlways available to the agent
SKILL.md
349 tokensWhen the skill is activated
Reference documents
92 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# Redis Memory Backend Skill
## Capabilities
- Configure Redis for conversation state storage
- Implement message history persistence
- Set up Redis caching for LLM responses
- Configure TTL-based memory expiration
- Implement Redis Pub/Sub for real-time updates
- Design efficient key schemas
## Target Processes
- conversational-memory-systemsemantic-kernel-setup
When your agent uses it
Microsoft Semantic Kernel planner and plugin setup for orchestrated AI
What it loads into context
Frontmatter
149 tokensAlways available to the agent
SKILL.md
357 tokensWhen the skill is activated
Reference documents
86 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# Semantic Kernel Setup Skill
## Capabilities
- Configure Semantic Kernel with AI services
- Create semantic and native functions (plugins)
- Set up planners (Handlebars, Stepwise)
- Implement memory connectors
- Design kernel function chains
- Configure automatic function calling
## Target Processes
- function-calling-agentsetfit-few-shot
When your agent uses it
SetFit few-shot learning for efficient intent classification with minimal data
What it loads into context
Frontmatter
131 tokensAlways available to the agent
SKILL.md
351 tokensWhen the skill is activated
Reference documents
92 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# SetFit Few-Shot Skill
## Capabilities
- Train SetFit models with few examples per class
- Configure contrastive learning settings
- Implement efficient classification pipelines
- Design few-shot training strategies
- Set up model evaluation
- Deploy lightweight classifiers
## Target Processes
- intent-classification-systemsingle-file-bundling
When your agent uses it
Configure Vite with vite-plugin-singlefile for mandatory single-file HTML bundling of MCP Apps. All assets (JS, CSS, images, fonts) must be inlined into a single HTML file for sandboxed iframe compatibility.
What it loads into context
Frontmatter
139 tokensAlways available to the agent
SKILL.md
2,542 tokensWhen the skill is activated
Reference documents
654 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Overview
- Capabilities
- Usage
- Common Pitfalls
- Verification Checklist
- Task Definition
- Applicable Processes
- External Dependencies
- References
- Related Skills
- Related Agents
Files
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# single-file-bundling
Configure Vite with vite-plugin-singlefile to produce a single self-contained HTML file for MCP Apps running in sandboxed iframes.
## Overview
MCP Apps run in sandboxed iframes with no same-origin server. This means:
- **No relative asset URLs** -- `<script src="./main.js">` will not resolve
- **No CSS file imports** -- `<link href="./styles.css">` will not load
- **No image/font paths** -- relative paths to assets will fail
- The **entire UI must be a single HTML file** with all JS, CSS, images, and fonts inlined
`vite-plugin-singlefile` handles this by inlining all assets into one HTML file during the Vite build. This is **mandatory** for MCP Apps -- without it, the app will show a blank iframe.
spacy-ner
When your agent uses it
spaCy NER model training and entity extraction for conversational AI
What it loads into context
Frontmatter
128 tokensAlways available to the agent
SKILL.md
353 tokensWhen the skill is activated
Reference documents
87 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# spaCy NER Skill
## Capabilities
- Train custom spaCy NER models
- Configure entity extraction pipelines
- Design annotation schemas
- Implement entity linking
- Set up model evaluation
- Deploy efficient NER inference
## Target Processes
- entity-extraction-slot-fillingvisual-pattern-induction
When your agent uses it
Induce visual patterns from examples — few-shot visual reasoning, grid-based pattern recognition, and ARC-style inductive inference.
What it loads into context
Frontmatter
104 tokensAlways available to the agent
SKILL.md
119 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
SKILL.mdcore522 bytes
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# Visual Pattern Induction Skill
> Stub — implementation pending.weaviate-integration
When your agent uses it
Weaviate vector database setup with GraphQL queries and hybrid search
What it loads into context
Frontmatter
133 tokensAlways available to the agent
SKILL.md
379 tokensWhen the skill is activated
Reference documents
111 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# Weaviate Integration Skill
## Capabilities
- Set up Weaviate cluster (cloud or self-hosted)
- Define schemas with properties and vectorizers
- Implement GraphQL queries
- Configure hybrid search (vector + keyword)
- Set up multi-tenancy
- Implement batch import operations
## Target Processes
- vector-database-setupzep-memory-integration
When your agent uses it
Zep memory server integration for long-term conversation memory and user profiling
What it loads into context
Frontmatter
132 tokensAlways available to the agent
SKILL.md
371 tokensWhen the skill is activated
Reference documents
91 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Target Processes
- Implementation Details
Files
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# Zep Memory Integration Skill
## Capabilities
- Set up Zep memory server connection
- Configure session and user management
- Implement long-term memory retrieval
- Set up automatic summarization
- Configure entity extraction
- Implement memory search and filtering
## Target Processes
- conversational-memory-systemadvanced-ds-library
When your agent uses it
Provide implementations of advanced data structures
What it loads into context
Frontmatter
99 tokensAlways available to the agent
SKILL.md
489 tokensWhen the skill is activated
Reference documents
172 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Data Structure Catalog
- Input Schema
- Output Schema
Files
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# Advanced Data Structures Library Skill
## Purpose
Provide implementations and guidance for advanced data structures commonly needed in competitive programming and complex algorithmic problems.
## Capabilities
- Treaps, Splay trees, Link-cut trees
- Persistent data structures
- Wavelet trees
- Heavy-light decomposition
- Centroid decomposition
- Rope data structurealgorithm-visualizer
When your agent uses it
Generate visual representations of algorithm execution
What it loads into context
Frontmatter
110 tokensAlways available to the agent
SKILL.md
505 tokensWhen the skill is activated
Reference documents
149 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Visualization Types
- Input Schema
- Output Schema
- Integration
Files
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# Algorithm Visualizer Skill
## Purpose
Generate visual representations of algorithm execution to aid understanding, debugging, and explanation of algorithmic concepts.
## Capabilities
- Step-by-step execution visualization
- Data structure state visualization
- Graph algorithm animation
- DP table visualization
- Generate animated GIFs/videos
- Interactive visualization generationatcoder-client
When your agent uses it
Interface with AtCoder for Japanese competitive programming contests
What it loads into context
Frontmatter
119 tokensAlways available to the agent
SKILL.md
437 tokensWhen the skill is activated
Reference documents
166 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Integration
- Input Schema
- Output Schema
- Usage Example
Files
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# AtCoder Client Skill
## Purpose
Interface with AtCoder platform for accessing Japanese competitive programming contests, problems, and submissions.
## Capabilities
- Fetch contest problems with translations
- Submit solutions and track results
- Access AtCoder Problems difficulty ratings
- Virtual contest participation
- Retrieve user submission history
- Access editorial contentcode-profiler
When your agent uses it
Profile code performance and identify bottlenecks
What it loads into context
Frontmatter
104 tokensAlways available to the agent
SKILL.md
496 tokensWhen the skill is activated
Reference documents
139 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Profiling Dimensions
- Input Schema
- Output Schema
- Integration
Files
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# Code Profiler Skill
## Purpose
Profile algorithm implementations to identify performance bottlenecks and optimization opportunities.
## Capabilities
- Runtime profiling
- Memory profiling
- Cache miss analysis
- Hot spot identification
- Optimization suggestions
- Comparative benchmarkingcode-template-manager
When your agent uses it
Manage and generate competitive programming templates
What it loads into context
Frontmatter
123 tokensAlways available to the agent
SKILL.md
563 tokensWhen the skill is activated
Reference documents
158 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Template Categories
- Input Schema
- Output Schema
Files
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# Code Template Manager Skill
## Purpose
Manage and generate competitive programming code templates for various algorithms, data structures, and common patterns across multiple languages.
## Capabilities
- Store and retrieve algorithm templates (C++, Python, Java)
- Fast I/O templates for different languages
- Data structure templates (segment tree, DSU, etc.)
- Template customization and versioning
- Generate problem-specific boilerplate
- Maintain personal template librarycodeforces-api-client
When your agent uses it
Interface with Codeforces API for contest data, problem sets, and submissions
What it loads into context
Frontmatter
116 tokensAlways available to the agent
SKILL.md
499 tokensWhen the skill is activated
Reference documents
159 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Integration
- Input Schema
- Output Schema
- Usage Example
Files
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# Codeforces API Client Skill
## Purpose
Interface with the Codeforces API to fetch contest data, problem sets, submissions, and user statistics for competitive programming workflows.
## Capabilities
- Fetch contest problems and metadata
- Submit solutions and retrieve verdicts
- Access user standings and rating history
- Retrieve editorials and problem tags
- Virtual contest management
- Fetch recent submissions and statuscombinatorics-calculator
When your agent uses it
Calculate combinatorial values with modular arithmetic
What it loads into context
Frontmatter
107 tokensAlways available to the agent
SKILL.md
525 tokensWhen the skill is activated
Reference documents
161 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Combinatorial Functions
- Input Schema
- Output Schema
Files
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# Combinatorics Calculator Skill
## Purpose
Calculate combinatorial values with modular arithmetic support for competitive programming applications.
## Capabilities
- Factorial and inverse factorial precomputation
- nCr, nPr with modular arithmetic
- Catalan, Stirling, Bell numbers
- Lucas theorem implementation
- Inclusion-exclusion principle application
- Generating functionscomplexity-analyzer
When your agent uses it
Automated Big-O complexity analysis of code and algorithms. Performs static analysis of loop structures, recursive call trees, space complexity estimation, and amortized analysis with detailed derivation documents.
What it loads into context
Frontmatter
170 tokensAlways available to the agent
SKILL.md
2,041 tokensWhen the skill is activated
Reference documents
1,940 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Integration Options
- Usage
- Output Schema
- Analysis Patterns
- Integration with Processes
- Common Complexity Classes
- Error Handling
- Best Practices
- References
Files
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# complexity-analyzer
A specialized skill for automated analysis of algorithm time and space complexity, providing Big-O notation analysis, detailed derivations, and optimization recommendations.
## Purpose
Analyze code and algorithms to determine:
- Time complexity (Big-O, Big-Omega, Big-Theta)
- Space complexity (auxiliary and total)
- Amortized complexity for data structure operations
- Complexity derivation with step-by-step reasoning
- Optimization opportunities and bottleneck identification
## Capabilitiescses-tracker
When your agent uses it
Track progress through CSES Problem Set with structured learning
What it loads into context
Frontmatter
112 tokensAlways available to the agent
SKILL.md
501 tokensWhen the skill is activated
Reference documents
167 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Integration
- Input Schema
- Output Schema
- CSES Categories
Files
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# CSES Tracker Skill
## Purpose
Track progress through the CSES Problem Set with structured learning paths mapped to the Competitive Programmer's Handbook.
## Capabilities
- Track solved problems by category
- Suggest next problems based on difficulty progression
- Generate progress reports
- Map problems to CP Handbook chapters
- Identify knowledge gaps based on unsolved problems
- Create personalized learning pathsdata-structure-selector
When your agent uses it
Select optimal data structure based on operation requirements
What it loads into context
Frontmatter
101 tokensAlways available to the agent
SKILL.md
576 tokensWhen the skill is activated
Reference documents
152 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Selection Framework
- Input Schema
- Output Schema
Files
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# Data Structure Selector Skill
## Purpose
Select the optimal data structure based on required operations, their frequencies, and time/space constraints.
## Capabilities
- Analyze required operations (insert, delete, query, update)
- Match to optimal data structure
- Consider time/space trade-offs
- Suggest augmentations for custom requirements
- Compare alternatives with complexity analysis
dp-optimizer
When your agent uses it
Apply advanced DP optimizations automatically
What it loads into context
Frontmatter
94 tokensAlways available to the agent
SKILL.md
591 tokensWhen the skill is activated
Reference documents
170 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Optimization Techniques
- Input Schema
- Output Schema
Files
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# DP Optimizer Skill
## Purpose
Apply advanced dynamic programming optimizations to improve time and space complexity of DP solutions.
## Capabilities
- Convex hull trick detection and application
- Divide and conquer optimization
- Knuth optimization
- Monotonic queue/deque optimization
- Alien's trick / WQS binary search
- Rolling array optimizationdp-pattern-library
When your agent uses it
Maintain and match against a library of classic dynamic programming patterns. Provides pattern matching, template code generation, variant detection, and problem-to-pattern mapping for DP problems.
What it loads into context
Frontmatter
152 tokensAlways available to the agent
SKILL.md
2,446 tokensWhen the skill is activated
Reference documents
2,518 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Pattern Library
- Usage
- Output Schema
- Integration with Processes
- Pattern Recognition Indicators
- References
- Error Handling
- Best Practices
Files
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# dp-pattern-library
A specialized skill for dynamic programming pattern recognition, matching problems to known DP patterns, generating template code, and providing optimization guidance for DP solutions.
## Purpose
Assist with dynamic programming by:
- Matching problems to 50+ classic DP patterns
- Generating template code for matched patterns
- Detecting problem variants (knapsack variants, LCS variants, etc.)
- Providing state design recommendations
- Suggesting optimization techniques
## Capabilitiesdp-state-designer
When your agent uses it
Assist in designing optimal DP states and transitions
What it loads into context
Frontmatter
93 tokensAlways available to the agent
SKILL.md
552 tokensWhen the skill is activated
Reference documents
153 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- DP Design Framework
- Input Schema
- Output Schema
Files
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# DP State Designer Skill
## Purpose
Assist in designing optimal dynamic programming states, transitions, and optimizations for complex DP problems.
## Capabilities
- Identify subproblem structure from problem description
- Suggest state representations (dimensions, parameters)
- Derive transition formulas
- Identify optimization opportunities (rolling array, bitmask compression)
- Generate state space complexity estimates
- Detect overlapping subproblemsflow-network-builder
When your agent uses it
Model optimization problems as network flow problems
What it loads into context
Frontmatter
92 tokensAlways available to the agent
SKILL.md
525 tokensWhen the skill is activated
Reference documents
149 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Flow Problem Types
- Reduction Patterns
- Input Schema
- Output Schema
Files
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# Flow Network Builder Skill
## Purpose
Model optimization problems as network flow problems, constructing appropriate flow networks and selecting optimal algorithms.
## Capabilities
- Identify max-flow/min-cut modeling opportunities
- Construct flow network from problem description
- Select optimal flow algorithm
- Handle min-cost flow variants
- Bipartite matching reduction
- Circulation problemsgeometry-algorithm-library
When your agent uses it
Implement computational geometry algorithms
What it loads into context
Frontmatter
95 tokensAlways available to the agent
SKILL.md
480 tokensWhen the skill is activated
Reference documents
141 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Algorithm Catalog
- Input Schema
- Output Schema
Files
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# Geometry Algorithm Library Skill
## Purpose
Implement computational geometry algorithms for competitive programming and algorithmic problems.
## Capabilities
- Convex hull (Graham scan, Andrew's monotone chain)
- Line intersection algorithms
- Closest pair of points
- Point in polygon tests
- Voronoi diagram, Delaunay triangulation
- Polygon clippinggeometry-primitive-library
When your agent uses it
Provide robust computational geometry primitives
What it loads into context
Frontmatter
95 tokensAlways available to the agent
SKILL.md
485 tokensWhen the skill is activated
Reference documents
139 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Geometric Primitives
- Input Schema
- Output Schema
Files
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# Geometry Primitive Library Skill
## Purpose
Provide robust implementations of computational geometry primitives with proper handling of edge cases and numerical precision.
## Capabilities
- Point, line, segment, polygon classes
- Cross product, dot product operations
- CCW/CW orientation tests
- Area calculations
- Intersection tests
- Distance calculationsgraph-algorithm-selector
When your agent uses it
Select optimal graph algorithm based on problem constraints
What it loads into context
Frontmatter
95 tokensAlways available to the agent
SKILL.md
618 tokensWhen the skill is activated
Reference documents
133 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Algorithm Selection Matrix
- Input Schema
- Output Schema
Files
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# Graph Algorithm Selector Skill
## Purpose
Select the optimal graph algorithm based on problem constraints, graph properties, and performance requirements.
## Capabilities
- Constraint analysis for algorithm selection
- Trade-off analysis (Dijkstra vs Bellman-Ford vs Floyd-Warshall)
- Special case detection (sparse vs dense, negative edges)
- Algorithm complexity mapping to constraints
- Suggest algorithm variants and optimizations
graph-modeler
When your agent uses it
Convert problem descriptions into graph representations
What it loads into context
Frontmatter
91 tokensAlways available to the agent
SKILL.md
554 tokensWhen the skill is activated
Reference documents
154 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Graph Modeling Framework
- Input Schema
- Output Schema
Files
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# Graph Modeler Skill
## Purpose
Convert problem descriptions into appropriate graph representations, identifying entities as nodes and relationships as edges.
## Capabilities
- Entity-to-node mapping from problem text
- Relationship-to-edge mapping
- Graph property detection (bipartite, DAG, tree, etc.)
- Suggest optimal representation (adjacency list vs matrix)
- Generate graph visualization
- Identify implicit graph structuresinterview-problem-bank
When your agent uses it
Curated bank of interview problems organized by company, pattern, and difficulty. Provides problem recommendations, coverage tracking, weak area identification, and premium problem alternatives for FAANG interview preparation.
What it loads into context
Frontmatter
184 tokensAlways available to the agent
SKILL.md
2,698 tokensWhen the skill is activated
Reference documents
2,129 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Problem Lists
- Usage
- Output Schema
- Pattern-Based Organization
- Integration Options
- Integration with Processes
- Interview Preparation Timeline
- References
- Error Handling
- Best Practices
Files
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# interview-problem-bank
A specialized skill for curating, organizing, and recommending coding interview problems, with support for company-specific preparation, pattern-based practice, and progress tracking.
## Purpose
Provide a comprehensive interview problem bank with:
- Problems organized by FAANG company and difficulty
- Pattern-based categorization (Blind 75, NeetCode 150, etc.)
- Difficulty progression recommendations
- Coverage tracking and weak area identification
- Premium problem alternatives
## Capabilitiesinterview-simulator
When your agent uses it
Simulate realistic coding interview experience
What it loads into context
Frontmatter
98 tokensAlways available to the agent
SKILL.md
541 tokensWhen the skill is activated
Reference documents
149 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Interview Simulation Flow
- Hint Escalation System
- Input Schema
- Output Schema
Files
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# Interview Simulator Skill
## Purpose
Simulate a realistic coding interview experience with time constraints, hints, follow-ups, and evaluation.
## Capabilities
- Time-boxed problem presentation
- Hint system with escalation
- Follow-up question generation
- Communication evaluation prompts
- Realistic interviewer responses
- Performance trackinginvariant-analyzer
When your agent uses it
Identify and verify loop invariants for correctness proofs
What it loads into context
Frontmatter
103 tokensAlways available to the agent
SKILL.md
480 tokensWhen the skill is activated
Reference documents
129 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Invariant Analysis Framework
- Input Schema
- Output Schema
Files
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# Invariant Analyzer Skill
## Purpose
Identify and verify loop invariants to help construct correctness proofs for algorithms.
## Capabilities
- Automatic loop invariant inference
- Invariant verification against code
- Precondition/postcondition extraction
- Generate formal proof structure
- Identify missing invariants
leetcode-problem-fetcher
When your agent uses it
Fetch and parse LeetCode problems with metadata, constraints, examples, hints, difficulty ratings, and related problems. Integrates with LeetCode API for comprehensive problem data retrieval.
What it loads into context
Frontmatter
165 tokensAlways available to the agent
SKILL.md
1,407 tokensWhen the skill is activated
Reference documents
1,194 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Integration Options
- Usage
- Output Schema
- Integration with Processes
- References
- Error Handling
- Best Practices
Files
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# leetcode-problem-fetcher
A specialized skill for fetching and parsing LeetCode problems with complete metadata, suitable for competitive programming practice, interview preparation, and algorithm learning workflows.
## Purpose
Extract comprehensive problem data from LeetCode including:
- Problem statements and descriptions
- Input/output constraints and formats
- Test cases and hidden constraints
- Problem difficulty, tags, and acceptance rate
- Related problems and pattern tags
- Hints and solution approaches
micro-optimizer
When your agent uses it
Apply language-specific micro-optimizations
What it loads into context
Frontmatter
111 tokensAlways available to the agent
SKILL.md
546 tokensWhen the skill is activated
Reference documents
144 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Optimization Catalog
- Input Schema
- Output Schema
Files
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# Micro-Optimizer Skill
## Purpose
Apply language-specific micro-optimizations to squeeze maximum performance from competitive programming solutions.
## Capabilities
- C++ optimization tricks (fast I/O, pragma optimizations)
- Python optimization (PyPy hints, list comprehensions)
- Memory layout optimization
- Vectorization opportunities
- Compiler-specific optimizations
number-theory-toolkit
When your agent uses it
Provide number theory algorithm implementations and guidance
What it loads into context
Frontmatter
107 tokensAlways available to the agent
SKILL.md
485 tokensWhen the skill is activated
Reference documents
166 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Algorithm Catalog
- Input Schema
- Output Schema
Files
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# Number Theory Toolkit Skill
## Purpose
Provide implementations and guidance for number theory algorithms commonly used in competitive programming.
## Capabilities
- Modular arithmetic operations
- Extended Euclidean algorithm
- Chinese Remainder Theorem
- Modular inverse and exponentiation
- FFT/NTT for polynomial multiplication
- Linear sieve implementationsprime-sieve-generator
When your agent uses it
Generate optimized prime sieves and factorization routines
What it loads into context
Frontmatter
101 tokensAlways available to the agent
SKILL.md
544 tokensWhen the skill is activated
Reference documents
166 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Sieve Variants
- Input Schema
- Output Schema
Files
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# Prime Sieve Generator Skill
## Purpose
Generate optimized prime sieves and factorization routines for various competitive programming scenarios.
## Capabilities
- Sieve of Eratosthenes (segmented, linear)
- Smallest prime factor sieve
- Miller-Rabin primality testing
- Pollard's rho factorization
- Precompute prime-related values
- Generate primes in rangeproof-assistant
When your agent uses it
Assist in constructing algorithm correctness proofs
What it loads into context
Frontmatter
100 tokensAlways available to the agent
SKILL.md
491 tokensWhen the skill is activated
Reference documents
115 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Proof Techniques
- Input Schema
- Output Schema
Files
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# Proof Assistant Skill
## Purpose
Assist in constructing formal correctness proofs for algorithms using standard proof techniques.
## Capabilities
- Proof structure templates (induction, contradiction, etc.)
- Step-by-step proof guidance
- Termination argument generation
- Proof review and validation
- Identify proof gaps
segment-tree-builder
When your agent uses it
Generate customized segment tree implementations
What it loads into context
Frontmatter
101 tokensAlways available to the agent
SKILL.md
561 tokensWhen the skill is activated
Reference documents
161 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Segment Tree Variants
- Input Schema
- Output Schema
Files
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# Segment Tree Builder Skill
## Purpose
Generate customized segment tree implementations for various merge functions, with support for lazy propagation and advanced variants.
## Capabilities
- Generate segment tree for custom merge functions
- Lazy propagation template generation
- Persistent segment tree variants
- 2D segment tree generation
- Segment tree beats for complex updates
- Iterative vs recursive implementationssolution-comparator
When your agent uses it
Compare multiple solutions for correctness and performance
What it loads into context
Frontmatter
103 tokensAlways available to the agent
SKILL.md
536 tokensWhen the skill is activated
Reference documents
146 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Comparison Modes
- Input Schema
- Output Schema
Files
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# Solution Comparator Skill
## Purpose
Compare multiple algorithm solutions against the same test cases to verify correctness and benchmark performance.
## Capabilities
- Run solutions against same test cases
- Performance benchmarking and comparison
- Output diff analysis
- Find minimal failing test case
- Memory usage comparison
- Time complexity validationsolution-explainer
When your agent uses it
Generate clear explanations of algorithm solutions
What it loads into context
Frontmatter
99 tokensAlways available to the agent
SKILL.md
534 tokensWhen the skill is activated
Reference documents
146 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Explanation Framework
- Input Schema
- Output Schema
Files
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# Solution Explainer Skill
## Purpose
Generate clear, educational explanations of algorithm solutions suitable for interviews, learning, and documentation.
## Capabilities
- Step-by-step solution walkthrough
- Time/space complexity explanation
- Alternative approach comparison
- Common mistake highlights
- Visual aids generation
- Interview-style explanation formattingstring-algorithm-matcher
When your agent uses it
Match string problems to appropriate algorithms
What it loads into context
Frontmatter
99 tokensAlways available to the agent
SKILL.md
567 tokensWhen the skill is activated
Reference documents
167 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Algorithm Selection Guide
- Input Schema
- Output Schema
Files
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# String Algorithm Matcher Skill
## Purpose
Match string processing problems to the most appropriate algorithms based on requirements and constraints.
## Capabilities
- Pattern matching algorithm selection (KMP, Z, Rabin-Karp)
- Suffix structure selection (array vs tree vs automaton)
- Palindrome detection algorithm selection
- Rolling hash implementation guidance
- String DP technique matching
suffix-structure-builder
When your agent uses it
Build and query suffix arrays and related structures
What it loads into context
Frontmatter
96 tokensAlways available to the agent
SKILL.md
528 tokensWhen the skill is activated
Reference documents
158 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Target Processes
- Suffix Structures
- Input Schema
- Output Schema
Files
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# Suffix Structure Builder Skill
## Purpose
Build suffix arrays, suffix trees, and related structures with efficient construction algorithms and common query implementations.
## Capabilities
- Suffix array construction (SA-IS, DC3)
- LCP array construction
- Suffix tree construction
- Suffix automaton construction
- Query implementations for each structure
- Sparse table for LCP queriestest-case-generator
When your agent uses it
Generate comprehensive test cases including edge cases, stress tests, and counter-examples for algorithm correctness verification. Supports random generation, constraint-based generation, and brute force oracle comparison.
What it loads into context
Frontmatter
165 tokensAlways available to the agent
SKILL.md
2,377 tokensWhen the skill is activated
Reference documents
1,870 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Capabilities
- Integration Options
- Usage
- Output Schema
- Generator Templates
- Stress Testing Workflow
- Edge Case Categories
- Integration with Processes
- References
- Error Handling
- Best Practices
Files
README.mddoc7,106 bytesSKILL.mdcore9,191 bytesSKILL.mdcore9,191 bytesSKILL.mdcore9,191 bytesSKILL.mdcore9,191 bytesSKILL.mdcore9,191 bytesSKILL.mdcore9,191 bytesSKILL.mdcore9,191 bytesSKILL.mdcore9,191 bytesSKILL.mdcore9,191 bytesSKILL.mdcore9,191 bytes
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# test-case-generator
A specialized skill for generating comprehensive test cases for algorithm verification, including edge cases, stress tests, random inputs, and counter-example finding through brute force oracle comparison.
## Purpose
Generate test cases for:
- Correctness verification against problem constraints
- Edge case identification and testing
- Stress testing with large inputs
- Counter-example finding for wrong solutions
- Brute force oracle generation for validation
## Capabilitiesbackend-async-processing
When your agent uses it
Implement backend async and background processing patterns — event-driven architectures, message queues, async task runners, and worker pools.
What it loads into context
Frontmatter
98 tokensAlways available to the agent
SKILL.md
114 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
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# Backend Async & Background Processing Skill
> Stub — implementation pending.background-job-processing
When your agent uses it
Implement reliable background job processing systems — queue management, retry policies, dead-letter handling, and distributed workers.
What it loads into context
Frontmatter
94 tokensAlways available to the agent
SKILL.md
108 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
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# Background Job Processing Skill
> Stub — implementation pending.database-drivers-connectors
When your agent uses it
Integrate database drivers and connectors — connection pooling, query builders, ORM configuration, and multi-database abstraction layers.
What it loads into context
Frontmatter
99 tokensAlways available to the agent
SKILL.md
115 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
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# Database Drivers and Connectors Skill
> Stub — implementation pending.email-notification-delivery
When your agent uses it
Implement email and push notification delivery systems — transactional email, notification templates, delivery tracking, and bounce handling.
What it loads into context
Frontmatter
98 tokensAlways available to the agent
SKILL.md
113 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
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# Email and Notification Services Skill
> Stub — implementation pending.growing-outside-in-systems
When your agent uses it
Drive feature development using Outside-In TDD with Hexagonal Architecture. Design emerges through inline code, in-memory fakes, interface extraction, and deferred I/O. Use when building features, writing tests, or structuring backend services. Triggers on: TDD, outside-in, hexagonal, ports and adapters, emergent design, acceptance test, component test, walking skeleton, in-memory fakes, component, contract test, adapter, fast tests, sub-second feedback. Language-agnostic (Go, Rust, Python, TypeScript, Java, C#).
What it loads into context
Frontmatter
279 tokensAlways available to the agent
SKILL.md
1,889 tokensWhen the skill is activated
Reference documents
5,359 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- The Two Loops
- Test Priorities
- The Testing Matrix
- Emergent Design Workflow
- Hexagonal Architecture
- In-Memory Fakes, Not Mocks
- Walking Skeleton
- Composition Root (Configurator)
- Feature Implementation Order
- Listen to the Tests
- Reference Documentation
- Sources
Files
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STARTER_CHARACTER = 🔴🟢
# Outside-In TDD with Hexagonal Architecture
Build features by driving design from the outside in. Every feature starts with a failing acceptance test. Design emerges through disciplined Red-Green-Refactor cycles. Infrastructure is deferred until the domain API is proven.
Unlike inside-out TDD with mocks, this approach tests behavior at the boundary — not implementation details — making the suite refactor-friendly by design. See [methodology.md](references/methodology.md#why-outside-in-over-regular-tdd).
For canonical terms used throughout, see [references/glossary.md](references/glossary.md).
---
## The Two Loops
rust-async-runtime
When your agent uses it
Work with Rust async runtimes — Tokio, async-std, executor internals, pinning, wakers, and building high-performance async Rust services.
What it loads into context
Frontmatter
106 tokensAlways available to the agent
SKILL.md
120 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
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# Rust Async Runtime Skill
> Stub — implementation pending.webhook-verification
When your agent uses it
Implement secure webhook verification — HMAC signature validation, replay attack prevention, idempotency keys, and webhook payload processing.
What it loads into context
Frontmatter
95 tokensAlways available to the agent
SKILL.md
109 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
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# Webhook Verification Skill
> Stub — implementation pending.argparse-scaffolder
When your agent uses it
Generate argparse-based Python CLI applications with subparsers, type converters, and standard library patterns. Creates lightweight Python CLIs without external dependencies.
What it loads into context
Frontmatter
139 tokensAlways available to the agent
SKILL.md
1,895 tokensWhen the skill is activated
Reference documents
489 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Output Structure
- Generated Code Patterns
- Dependencies
- Workflow
- Best Practices Applied
- References
- Target Processes
Files
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# Argparse Scaffolder
Generate a complete argparse CLI application with Python standard library, subparsers, and best practices.
## Capabilities
- Generate Python-based argparse CLI projects
- Create subparser hierarchies for subcommands
- Set up custom type converters and actions
- Configure mutually exclusive groups
- Implement parent parsers for shared arguments
- Set up standard Python project structure
## Usageargument-validator-generator
When your agent uses it
Generate argument validation logic with type coercion, constraints, custom validators, and helpful error messages for CLI applications.
What it loads into context
Frontmatter
124 tokensAlways available to the agent
SKILL.md
1,819 tokensWhen the skill is activated
Reference documents
424 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Generated Code Patterns
- Validation Patterns
- Workflow
- Best Practices Applied
- Target Processes
Files
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# Argument Validator Generator
Generate comprehensive argument validation logic for CLI applications with type coercion and constraint checking.
## Capabilities
- Generate type coercion functions for arguments
- Create custom validators with constraint checking
- Set up validation error messages
- Implement value normalization
- Configure mutually exclusive validation
- Generate validation schemas
## Usagebash-script-template
When your agent uses it
Generate bash script templates with best practices including error handling, argument parsing, logging, and portability considerations.
What it loads into context
Frontmatter
123 tokensAlways available to the agent
SKILL.md
1,080 tokensWhen the skill is activated
Reference documents
153 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Generated Template
- Target Processes
Files
README.mddoc801 bytesSKILL.mdcore4,256 bytesSKILL.mdcore4,256 bytesSKILL.mdcore4,256 bytesSKILL.mdcore4,256 bytesSKILL.mdcore4,256 bytesSKILL.mdcore4,256 bytesSKILL.mdcore4,256 bytes
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# Bash Script Template
Generate bash script templates with best practices.
## Capabilities
- Generate robust bash script templates
- Set up proper error handling
- Implement argument parsing with getopts
- Create logging utilities
- Configure strict mode settings
- Generate reusable function libraries
## Usagebats-test-scaffolder
When your agent uses it
Generate BATS test structure and fixtures for shell script testing with setup/teardown, assertions, and mocking.
What it loads into context
Frontmatter
126 tokensAlways available to the agent
SKILL.md
875 tokensWhen the skill is activated
Reference documents
148 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Generated Test Structure
- Test File Template
- Test Helper (test_helper/common-setup.bash)
- Target Processes
Files
README.mddoc710 bytesSKILL.mdcore3,562 bytesSKILL.mdcore3,562 bytesSKILL.mdcore3,562 bytesSKILL.mdcore3,562 bytesSKILL.mdcore3,562 bytesSKILL.mdcore3,562 bytesSKILL.mdcore3,562 bytesSKILL.mdcore3,562 bytesSKILL.mdcore3,562 bytesSKILL.mdcore3,562 bytes
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# BATS Test Scaffolder
Generate BATS test structure for shell script testing.
## Capabilities
- Generate BATS test files
- Create setup and teardown fixtures
- Implement custom assertions
- Set up mocking helpers
- Configure test isolation
- Generate test helpers
## Usageblessed-widget-generator
When your agent uses it
Generate blessed widgets for Node.js terminal UIs with boxes, lists, forms, and dashboard layouts.
What it loads into context
Frontmatter
123 tokensAlways available to the agent
SKILL.md
1,341 tokensWhen the skill is activated
Reference documents
192 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Generated Patterns
- Dependencies
- Target Processes
Files
README.mddoc923 bytesSKILL.mdcore4,712 bytes
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# Blessed Widget Generator
Generate blessed widgets for Node.js terminal UIs.
## Capabilities
- Generate blessed widget definitions
- Create dashboard layouts
- Set up interactive forms
- Implement custom components
- Configure styling and borders
- Create event handling patterns
## Usagebubble-tea-scaffolder
When your agent uses it
Generate Bubble Tea (Go) TUI application structure with models, commands, and views using the Elm architecture.
What it loads into context
Frontmatter
128 tokensAlways available to the agent
SKILL.md
1,067 tokensWhen the skill is activated
Reference documents
215 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Generated Patterns
- Dependencies
- Target Processes
Files
README.mddoc970 bytesSKILL.mdcore4,169 bytes
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# Bubble Tea Scaffolder
Generate Bubble Tea TUI applications with Go and Elm architecture.
## Capabilities
- Generate Bubble Tea project structure
- Create models with Init, Update, View
- Set up commands and messages
- Implement component composition
- Create styling with Lip Gloss
- Set up testing patterns
## Usagechalk-styling-system
When your agent uses it
Create consistent chalk-based color and styling system for CLI output with themes, semantic colors, and formatting utilities.
What it loads into context
Frontmatter
126 tokensAlways available to the agent
SKILL.md
1,435 tokensWhen the skill is activated
Reference documents
203 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Generated Patterns
- Dependencies
- Target Processes
Files
README.mddoc1,032 bytesSKILL.mdcore5,520 bytes
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# Chalk Styling System
Create consistent chalk-based styling for CLI output.
## Capabilities
- Create color theme systems
- Define semantic color utilities
- Set up text formatting helpers
- Implement conditional styling
- Create box and border utilities
- Generate styling documentation
## Usagechocolatey-package-generator
When your agent uses it
Generate Chocolatey package for Windows CLI distribution.
What it loads into context
Frontmatter
113 tokensAlways available to the agent
SKILL.md
299 tokensWhen the skill is activated
Reference documents
32 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Generated Patterns
- Target Processes
Files
README.mddoc168 bytesSKILL.mdcore1,171 bytes
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# Chocolatey Package Generator
Generate Chocolatey package for Windows distribution.
## Generated Patterns
```xml
<?xml version="1.0" encoding="utf-8"?>
<package xmlns="http://schemas.microsoft.com/packaging/2015/06/nuspec.xsd">
<metadata>
<id>myapp</id>
<version>1.0.0</version>
<title>My App</title>
<authors>My Name</authors>clap-scaffolder
When your agent uses it
Generate Clap-based Rust CLI applications with derive macros, subcommands, and modern Rust patterns. Creates production-ready Rust CLI with proper cargo structure.
What it loads into context
Frontmatter
131 tokensAlways available to the agent
SKILL.md
1,539 tokensWhen the skill is activated
Reference documents
475 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Output Structure
- Generated Code Patterns
- Dependencies
- Workflow
- Best Practices Applied
- References
- Target Processes
Files
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# Clap Scaffolder
Generate a complete Clap CLI application with Rust, derive macros, and best practices.
## Capabilities
- Generate Rust-based Clap CLI projects using derive macros
- Create subcommand hierarchies with nested enums
- Set up argument parsing with type validation
- Configure shell completion generation
- Implement colored output with anyhow error handling
- Set up cargo workspace and build configurations
## Usagecli-e2e-test-harness
When your agent uses it
Set up E2E test harness for CLI applications with process spawning and assertions.
What it loads into context
Frontmatter
122 tokensAlways available to the agent
SKILL.md
414 tokensWhen the skill is activated
Reference documents
36 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Generated Patterns
- Target Processes
Files
README.mddoc149 bytesSKILL.mdcore1,628 bytes
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# CLI E2E Test Harness
Set up E2E test harness for CLI applications.
## Generated Patterns
```typescript
import { spawn, SpawnOptions } from 'child_process';
interface CLIResult {
stdout: string;
stderr: string;
exitCode: number | null;
}cli-mock-stdin
When your agent uses it
Create mock stdin utilities for interactive CLI testing.
What it loads into context
Frontmatter
113 tokensAlways available to the agent
SKILL.md
321 tokensWhen the skill is activated
Reference documents
32 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Generated Patterns
- Target Processes
Files
README.mddoc155 bytesSKILL.mdcore1,303 bytes
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# CLI Mock Stdin
Create mock stdin utilities for testing.
## Generated Patterns
```typescript
import { Readable } from 'stream';
export function mockStdin(inputs: string[]): Readable {
let index = 0;
return new Readable({
read() {
if (index < inputs.length) {cli-progress-bar-setup
When your agent uses it
Configure cli-progress with custom formatters, multi-bar support, and ETA calculations for CLI progress indication.
What it loads into context
Frontmatter
125 tokensAlways available to the agent
SKILL.md
1,286 tokensWhen the skill is activated
Reference documents
186 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Generated Patterns
- Dependencies
- Target Processes
Files
README.mddoc938 bytesSKILL.mdcore5,069 bytes
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# CLI Progress Bar Setup
Configure cli-progress for advanced progress indication.
## Capabilities
- Configure single and multi-bar progress
- Create custom bar formatters
- Set up ETA calculations
- Implement payload data display
- Create progress bar presets
- Generate progress utilities
## Usagecli-snapshot-tester
When your agent uses it
Set up snapshot testing for CLI output with update workflows and diff reporting.
What it loads into context
Frontmatter
118 tokensAlways available to the agent
SKILL.md
296 tokensWhen the skill is activated
Reference documents
30 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Generated Patterns
- Target Processes
Files
README.mddoc144 bytesSKILL.mdcore1,213 bytes
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# CLI Snapshot Tester
Set up snapshot testing for CLI output.
## Generated Patterns
```typescript
import { execSync } from 'child_process';
import fs from 'fs';
import path from 'path';
export function runCliSnapshot(cmd: string, name: string): void {
const output = execSync(cmd, { encoding: 'utf-8' });
const snapshotPath = path.join('__snapshots__', `${name}.txt`);cli-table-formatter
When your agent uses it
Generate table formatters for structured CLI output with column alignment, borders, and responsive sizing.
What it loads into context
Frontmatter
127 tokensAlways available to the agent
SKILL.md
1,563 tokensWhen the skill is activated
Reference documents
200 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Generated Patterns
- Dependencies
- Target Processes
Files
README.mddoc950 bytesSKILL.mdcore6,040 bytes
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# CLI Table Formatter
Generate table formatters for structured CLI output.
## Capabilities
- Create table formatters with various styles
- Configure column alignment and width
- Implement responsive table sizing
- Support Unicode borders
- Handle multiline cells
- Generate table utilities
## Usageclick-scaffolder
When your agent uses it
Generate Click-based Python CLI applications with decorators, groups, context, and modern Python patterns. Creates complete scaffolded CLI with proper project structure.
What it loads into context
Frontmatter
131 tokensAlways available to the agent
SKILL.md
1,491 tokensWhen the skill is activated
Reference documents
491 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Output Structure
- Generated Code Patterns
- Dependencies
- Workflow
- Best Practices Applied
- References
- Target Processes
Files
README.mddoc2,189 bytesSKILL.mdcore6,101 bytesSKILL.mdcore6,101 bytesSKILL.mdcore6,101 bytesSKILL.mdcore6,101 bytesSKILL.mdcore6,101 bytes
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# Click Scaffolder
Generate a complete Click CLI application with Python, proper project structure, and best practices.
## Capabilities
- Generate Python-based Click CLI projects
- Create command groups with decorators
- Set up context passing between commands
- Configure type coercion and validation
- Implement custom parameter types
- Set up Poetry/pip project structure
## Usagecobra-scaffolder
When your agent uses it
Generate Cobra/Viper-based Go CLI applications with persistent flags, subcommands, and configuration management. Creates production-ready Go CLI with modern patterns.
What it loads into context
Frontmatter
131 tokensAlways available to the agent
SKILL.md
1,599 tokensWhen the skill is activated
Reference documents
497 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Output Structure
- Generated Code Patterns
- Dependencies
- Workflow
- Best Practices Applied
- References
- Target Processes
Files
README.mddoc2,164 bytesSKILL.mdcore6,381 bytesSKILL.mdcore6,381 bytes
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# Cobra Scaffolder
Generate a complete Cobra CLI application with Viper configuration, proper Go module structure, and best practices.
## Capabilities
- Generate Go-based Cobra CLI projects
- Create command hierarchy with persistent and local flags
- Integrate Viper for configuration management
- Set up automatic environment variable binding
- Implement shell completion generation
- Configure go.mod and build workflows
## Usagecode-signing-setup
When your agent uses it
Configure code signing for macOS and Windows binaries with notarization.
What it loads into context
Frontmatter
132 tokensAlways available to the agent
SKILL.md
264 tokensWhen the skill is activated
Reference documents
29 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Generated Patterns
- Target Processes
Files
README.mddoc143 bytesSKILL.mdcore1,051 bytes
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# Code Signing Setup
Configure code signing for binaries.
## Generated Patterns
```yaml
# macOS notarization with electron-builder/notarize
notarize:
appBundleId: com.myorg.myapp
appleId: $APPLE_ID
appleIdPassword: $APPLE_ID_PASSWORD
teamId: $APPLE_TEAM_ID
commander-js-scaffolder
When your agent uses it
Generate Commander.js CLI project structure with TypeScript, commands, options, and best practices. Creates a complete scaffolded CLI application ready for development.
What it loads into context
Frontmatter
133 tokensAlways available to the agent
SKILL.md
1,256 tokensWhen the skill is activated
Reference documents
1,386 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Output Structure
- Generated Code Patterns
- Dependencies
- Workflow
- Best Practices Applied
- References
- Target Processes
Files
README.mddoc5,855 bytesSKILL.mdcore5,295 bytes
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# Commander.js Scaffolder
Generate a complete Commander.js CLI application with TypeScript, proper project structure, and best practices.
## Capabilities
- Generate TypeScript-based Commander.js CLI projects
- Create command structure with subcommands and options
- Set up proper argument parsing with type coercion
- Configure help text generation
- Implement version management
- Set up build and development workflows
## Usageconfig-migration-generator
When your agent uses it
Generate configuration file migration utilities for version upgrades.
What it loads into context
Frontmatter
121 tokensAlways available to the agent
SKILL.md
358 tokensWhen the skill is activated
Reference documents
64 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Generated Patterns
- Target Processes
Files
README.mddoc362 bytesSKILL.mdcore1,457 bytes
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# Config Migration Generator
Generate config file migration utilities.
## Generated Patterns
```typescript
interface Migration {
version: string;
up: (config: any) => any;
down: (config: any) => any;
}
const migrations: Migration[] = [config-schema-validator
When your agent uses it
Generate Zod/JSON Schema configuration validators with defaults and error messages.
What it loads into context
Frontmatter
115 tokensAlways available to the agent
SKILL.md
358 tokensWhen the skill is activated
Reference documents
75 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Generated Patterns
- Target Processes
Files
README.mddoc412 bytesSKILL.mdcore1,530 bytes
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# Config Schema Validator
Generate configuration schema validators.
## Generated Patterns
```typescript
import { z } from 'zod';
export const configSchema = z.object({
server: z.object({
host: z.string().default('localhost'),
port: z.number().int().min(1).max(65535).default(3000),
cors: z.object({cosmiconfig-setup
When your agent uses it
Set up cosmiconfig for hierarchical configuration loading from multiple sources and formats.
What it loads into context
Frontmatter
118 tokensAlways available to the agent
SKILL.md
443 tokensWhen the skill is activated
Reference documents
81 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Generated Patterns
- Target Processes
Files
README.mddoc416 bytesSKILL.mdcore1,802 bytes
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# Cosmiconfig Setup
Set up cosmiconfig for hierarchical config loading.
## Capabilities
- Configure cosmiconfig search paths
- Set up format loaders (JSON, YAML, TOML)
- Create TypeScript config support
- Implement config caching
- Handle config validation
## Generated Patterns
cross-env-setup
When your agent uses it
Configure cross-env for cross-platform environment variable setting in npm scripts and CLI commands.
What it loads into context
Frontmatter
128 tokensAlways available to the agent
SKILL.md
301 tokensWhen the skill is activated
Reference documents
80 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Generated Patterns
- Target Processes
Files
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# Cross-Env Setup
Configure cross-env for cross-platform environment variables.
## Capabilities
- Set up cross-env in package.json
- Configure environment variable scripts
- Handle platform-specific vars
- Integrate with npm scripts
## Generated Patterns
```jsoncross-platform-path-handler
When your agent uses it
Generate cross-platform path handling utilities for Windows, macOS, and Linux compatibility in CLI applications.
What it loads into context
Frontmatter
131 tokensAlways available to the agent
SKILL.md
637 tokensWhen the skill is activated
Reference documents
87 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Generated Patterns
- Target Processes
Files
README.mddoc485 bytesSKILL.mdcore2,665 bytes
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# Cross-Platform Path Handler
Generate cross-platform path handling utilities.
## Capabilities
- Normalize path separators
- Handle home directory expansion
- Create platform-specific path utilities
- Configure config directory locations
- Handle UNC paths on Windows
- Generate path manipulation helpers
## Generated Patternsdotenv-integration
When your agent uses it
Integrate dotenv for environment variable loading with validation and type coercion.
What it loads into context
Frontmatter
115 tokensAlways available to the agent
SKILL.md
294 tokensWhen the skill is activated
Reference documents
77 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Generated Patterns
- Target Processes
Files
README.mddoc382 bytesSKILL.mdcore1,236 bytes
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# Dotenv Integration
Integrate dotenv for environment variable loading.
## Generated Patterns
```typescript
import { config } from 'dotenv';
import { expand } from 'dotenv-expand';
import { z } from 'zod';
// Load .env files in order
for (const file of ['.env.local', `.env.${process.env.NODE_ENV}`, '.env']) {
expand(config({ path: file }));encoding-handler
When your agent uses it
Handle text encoding across platforms including UTF-8, Windows codepages, and BOM handling.
What it loads into context
Frontmatter
121 tokensAlways available to the agent
SKILL.md
512 tokensWhen the skill is activated
Reference documents
79 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Generated Patterns
- Target Processes
Files
README.mddoc416 bytesSKILL.mdcore1,896 bytes
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# Encoding Handler
Handle text encoding across platforms.
## Capabilities
- Detect file encoding
- Convert between encodings
- Handle BOM markers
- Configure Windows codepage support
- Normalize text encoding
- Handle encoding errors
## Generated Patternsenv-var-mapper
When your agent uses it
Generate environment variable to CLI argument mapping with prefix support, type conversion, and fallback chains for configuration.
What it loads into context
Frontmatter
122 tokensAlways available to the agent
SKILL.md
1,943 tokensWhen the skill is activated
Reference documents
297 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Generated Code Patterns
- Workflow
- Best Practices Applied
- Target Processes
Files
README.mddoc1,364 bytesSKILL.mdcore7,989 bytesSKILL.mdcore7,989 bytes
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# Environment Variable Mapper
Generate environment variable to CLI argument mapping for flexible configuration.
## Capabilities
- Generate env var to argument mapping logic
- Create prefix-based environment loading
- Set up type conversion for env vars
- Implement fallback chains (env -> config -> default)
- Configure .env file support
- Generate documentation for env vars
## Usagegetopts-parser-generator
When your agent uses it
Generate getopts-based argument parsing for shell scripts with short/long options and validation.
What it loads into context
Frontmatter
130 tokensAlways available to the agent
SKILL.md
804 tokensWhen the skill is activated
Reference documents
145 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Generated Patterns
- Target Processes
Files
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# Getopts Parser Generator
Generate getopts-based argument parsing for shell scripts.
## Capabilities
- Generate getopts parsing code
- Support short and long options
- Implement option validation
- Create help text generation
- Handle required arguments
- Generate usage documentation
## Usagegoreleaser-setup
When your agent uses it
Set up goreleaser for Go release automation with cross-compilation and publishing.
What it loads into context
Frontmatter
121 tokensAlways available to the agent
SKILL.md
336 tokensWhen the skill is activated
Reference documents
36 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Generated Patterns
- Target Processes
Files
README.mddoc154 bytesSKILL.mdcore1,239 bytes
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# Goreleaser Setup
Set up goreleaser for Go release automation.
## Generated Patterns
```yaml
# .goreleaser.yaml
version: 2
builds:
- env: [CGO_ENABLED=0]
goos: [linux, windows, darwin]
goarch: [amd64, arm64]
ldflags:help-text-formatter
When your agent uses it
Generate formatted help text with examples, descriptions, sections, and consistent styling for CLI applications.
What it loads into context
Frontmatter
122 tokensAlways available to the agent
SKILL.md
1,363 tokensWhen the skill is activated
Reference documents
229 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Generated Patterns
- Workflow
- Best Practices Applied
- Target Processes
Files
README.mddoc1,126 bytesSKILL.mdcore6,055 bytesSKILL.mdcore6,055 bytes
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# Help Text Formatter
Generate formatted, user-friendly help text for CLI applications.
## Capabilities
- Generate structured help text layouts
- Create command examples with descriptions
- Format options and arguments sections
- Implement custom help formatters
- Add color and styling support
- Generate man page compatible output
## Usagehomebrew-formula-generator
When your agent uses it
Generate Homebrew formula for CLI distribution on macOS and Linux.
What it loads into context
Frontmatter
118 tokensAlways available to the agent
SKILL.md
301 tokensWhen the skill is activated
Reference documents
31 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Generated Patterns
- Target Processes
Files
README.mddoc160 bytesSKILL.mdcore1,153 bytes
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# Homebrew Formula Generator
Generate Homebrew formula for CLI distribution.
## Generated Patterns
```ruby
class Myapp < Formula
desc "My CLI application"
homepage "https://github.com/myuser/myapp"
url "https://github.com/myuser/myapp/releases/download/v1.0.0/myapp-1.0.0.tar.gz"
sha256 "abc123..."
license "MIT"
ink-component-generator
When your agent uses it
Generate Ink (React for CLI) components for terminal UIs with hooks, state management, and layout components.
What it loads into context
Frontmatter
125 tokensAlways available to the agent
SKILL.md
1,520 tokensWhen the skill is activated
Reference documents
208 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Generated Patterns
- Dependencies
- Target Processes
Files
README.mddoc985 bytesSKILL.mdcore5,613 bytes
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# Ink Component Generator
Generate Ink (React) components for terminal UIs.
## Capabilities
- Generate Ink React components
- Create custom hooks for CLI state
- Set up layout components (Box, Text)
- Implement input handling
- Create loading and progress components
- Set up testing with ink-testing-library
## Usageinquirer-prompt-generator
When your agent uses it
Generate interactive command-line prompts using Inquirer.js with validation, conditional logic, and custom renderers. Creates user-friendly input collection flows for CLI applications.
What it loads into context
Frontmatter
135 tokensAlways available to the agent
SKILL.md
2,369 tokensWhen the skill is activated
Reference documents
2,411 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Output Structure
- Generated Code Patterns
- Prompt Types
- Validation Patterns
- Conditional Prompts
- Workflow
- Best Practices Applied
- References
- Target Processes
Files
README.mddoc9,488 bytesSKILL.mdcore9,725 bytes
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# Inquirer Prompt Generator
Generate interactive CLI prompts using Inquirer.js with comprehensive validation, conditional flows, and custom formatting.
## Capabilities
- Generate Inquirer.js prompt definitions
- Create multi-step wizard flows
- Implement input validation
- Support conditional prompts
- Generate TypeScript interfaces for answers
- Create custom prompt formatters
## Usageline-ending-normalizer
When your agent uses it
Normalize line endings for cross-platform file handling with CRLF/LF conversion and git configuration.
What it loads into context
Frontmatter
130 tokensAlways available to the agent
SKILL.md
450 tokensWhen the skill is activated
Reference documents
87 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Generated Patterns
- Target Processes
Files
README.mddoc461 bytesSKILL.mdcore1,689 bytesSKILL.mdcore1,689 bytes
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# Line Ending Normalizer
Normalize line endings for cross-platform compatibility.
## Capabilities
- Detect line ending style
- Convert between CRLF and LF
- Configure git line ending settings
- Handle mixed line endings
- Set up .gitattributes
## Generated Patterns
mcp-capability-declarator
When your agent uses it
Generate MCP capability declarations from tool and resource inventory with proper versioning and feature flags.
What it loads into context
Frontmatter
125 tokensAlways available to the agent
SKILL.md
1,126 tokensWhen the skill is activated
Reference documents
198 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Generated Patterns
- Workflow
- Target Processes
Files
README.mddoc976 bytesSKILL.mdcore4,964 bytesSKILL.mdcore4,964 bytes
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# MCP Capability Declarator
Generate MCP capability declarations from tool/resource inventory.
## Capabilities
- Generate capability declarations from inventory
- Create initialization options
- Set up feature flags
- Implement capability negotiation
- Document server capabilities
- Generate capability tests
## Usagemcp-error-code-mapper
When your agent uses it
Map application errors to MCP error codes with proper messages, error types, and recovery suggestions.
What it loads into context
Frontmatter
127 tokensAlways available to the agent
SKILL.md
1,363 tokensWhen the skill is activated
Reference documents
219 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Generated Patterns
- Workflow
- Target Processes
Files
README.mddoc1,019 bytesSKILL.mdcore5,735 bytesSKILL.mdcore5,735 bytes
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# MCP Error Code Mapper
Map application errors to MCP error codes with proper handling.
## Capabilities
- Map errors to MCP error codes
- Create structured error responses
- Generate error documentation
- Implement error recovery hints
- Configure error serialization
- Create error handler utilities
## Usagemcp-inspector-integration
When your agent uses it
Set up MCP Inspector for debugging and testing MCP servers with request logging, response inspection, and protocol validation.
What it loads into context
Frontmatter
130 tokensAlways available to the agent
SKILL.md
1,106 tokensWhen the skill is activated
Reference documents
182 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Generated Patterns
- Workflow
- Target Processes
Files
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# MCP Inspector Integration
Set up MCP Inspector for debugging and testing MCP servers.
## Capabilities
- Configure MCP Inspector connection
- Set up request/response logging
- Implement protocol debugging
- Create test scenarios
- Generate inspection reports
- Configure development workflows
## Usagemcp-mock-client
When your agent uses it
Create mock MCP client for server testing with request/response simulation.
What it loads into context
Frontmatter
120 tokensAlways available to the agent
SKILL.md
354 tokensWhen the skill is activated
Reference documents
31 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Generated Patterns
- Target Processes
Files
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# MCP Mock Client
Create mock MCP client for server testing.
## Generated Patterns
```typescript
import { Client } from '@modelcontextprotocol/sdk/client/index.js';
import { StdioClientTransport } from '@modelcontextprotocol/sdk/client/stdio.js';
import { spawn } from 'child_process';
export async function createTestClient(serverCmd: string, args: string[]) {
const proc = spawn(serverCmd, args, { stdio: ['pipe', 'pipe', 'inherit'] });
const transport = new StdioClientTransport({ reader: proc.stdout!, writer: proc.stdin! });mcp-resource-uri-designer
When your agent uses it
Design and implement MCP resource URI schemes and templates with proper naming, hierarchy, and documentation.
What it loads into context
Frontmatter
131 tokensAlways available to the agent
SKILL.md
1,138 tokensWhen the skill is activated
Reference documents
208 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Generated Patterns
- URI Design Guidelines
- Workflow
- Target Processes
Files
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# MCP Resource URI Designer
Design and implement resource URI schemes for MCP servers.
## Capabilities
- Design URI schemes for resources
- Create URI template patterns
- Generate URI parsing utilities
- Document resource hierarchies
- Implement content type mapping
- Create resource discovery
## Usagemcp-sdk-python-bootstrapper
When your agent uses it
Bootstrap MCP server with Python SDK, transport configuration, tool/resource handlers, and proper project structure.
What it loads into context
Frontmatter
128 tokensAlways available to the agent
SKILL.md
1,406 tokensWhen the skill is activated
Reference documents
259 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Output Structure
- Generated Code Patterns
- Dependencies
- Workflow
- Target Processes
Files
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# MCP SDK Python Bootstrapper
Bootstrap a complete MCP server using the Python SDK with proper project structure.
## Capabilities
- Generate Python MCP server project structure
- Create tool and resource handlers
- Configure stdio/SSE transport layers
- Set up proper typing with Pydantic
- Implement error handling patterns
- Configure Poetry/pip project
## Usagemcp-sdk-typescript-bootstrapper
When your agent uses it
Bootstrap MCP (Model Context Protocol) servers with the official TypeScript SDK. Creates complete server implementations with transport layer, tools, resources, and proper error handling.
What it loads into context
Frontmatter
142 tokensAlways available to the agent
SKILL.md
1,892 tokensWhen the skill is activated
Reference documents
1,666 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Output Structure
- Generated Code Patterns
- Dependencies
- Transport Configurations
- Workflow
- Best Practices Applied
- References
- Target Processes
Files
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# MCP SDK TypeScript Bootstrapper
Bootstrap production-ready MCP servers using the official TypeScript SDK with proper transport configuration, tool/resource handlers, and security best practices.
## Capabilities
- Generate MCP server projects with TypeScript SDK
- Configure stdio, SSE, or WebSocket transports
- Scaffold tool and resource handlers
- Set up proper error handling and validation
- Configure capability declarations
- Implement security best practices
## Usagemcp-tool-schema-generator
When your agent uses it
Generate JSON Schema definitions for MCP tool input parameters. Creates well-documented, AI-consumable schemas with proper types, descriptions, and validation rules.
What it loads into context
Frontmatter
142 tokensAlways available to the agent
SKILL.md
2,097 tokensWhen the skill is activated
Reference documents
1,787 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Output Structure
- Generated Code Patterns
- Supported Types
- Constraint Support
- AI-Optimized Descriptions
- Workflow
- Best Practices Applied
- References
- Target Processes
Files
README.mddoc7,272 bytesSKILL.mdcore8,371 bytes
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# MCP Tool Schema Generator
Generate comprehensive JSON Schema definitions for MCP tools that are optimized for AI consumption, with clear descriptions, type constraints, and validation rules.
## Capabilities
- Generate JSON Schema for tool inputs
- Create TypeScript types from schemas
- Generate Zod validation schemas
- Produce AI-optimized descriptions
- Support complex nested structures
- Handle enums, unions, and constraints
## Usagemcp-transport-sse-setup
When your agent uses it
Configure HTTP/SSE transport for web-based MCP servers with proper endpoints, authentication, and CORS.
What it loads into context
Frontmatter
137 tokensAlways available to the agent
SKILL.md
1,278 tokensWhen the skill is activated
Reference documents
209 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Generated Patterns
- Workflow
- Target Processes
Files
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# MCP Transport SSE Setup
Configure HTTP/SSE transport for web-based MCP servers.
## Capabilities
- Configure SSE transport for MCP servers
- Set up HTTP endpoints for MCP communication
- Implement authentication middleware
- Configure CORS for browser clients
- Set up health check endpoints
- Implement connection management
## Usagemcp-transport-websocket-setup
When your agent uses it
Configure WebSocket transport for bidirectional MCP communication with connection management and reconnection handling.
What it loads into context
Frontmatter
134 tokensAlways available to the agent
SKILL.md
1,495 tokensWhen the skill is activated
Reference documents
198 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Generated Patterns
- Workflow
- Target Processes
Files
README.mddoc952 bytesSKILL.mdcore6,335 bytes
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# MCP Transport WebSocket Setup
Configure WebSocket transport for bidirectional MCP communication.
## Capabilities
- Configure WebSocket transport for MCP
- Implement connection lifecycle management
- Set up reconnection with backoff
- Handle message framing
- Implement heartbeat/ping-pong
- Configure secure WebSocket (WSS)
## Usagemutually-exclusive-group-handler
When your agent uses it
Generate logic for handling mutually exclusive argument groups with clear error messages and validation in CLI applications.
What it loads into context
Frontmatter
121 tokensAlways available to the agent
SKILL.md
1,135 tokensWhen the skill is activated
Reference documents
211 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Generated Patterns
- Workflow
- Target Processes
Files
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# Mutually Exclusive Group Handler
Generate logic for handling mutually exclusive CLI argument groups.
## Capabilities
- Generate mutually exclusive group validation
- Create dependent argument relationships
- Set up required group validation
- Implement custom conflict messages
- Configure OR/XOR group logic
- Generate documentation for groups
## Usagenpm-publish-config
When your agent uses it
Configure npm publishing with proper bin entry, files, and registry settings.
What it loads into context
Frontmatter
118 tokensAlways available to the agent
SKILL.md
293 tokensWhen the skill is activated
Reference documents
32 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Generated Patterns
- Target Processes
Files
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# NPM Publish Config
Configure npm publishing for CLI packages.
## Generated Patterns
```json
{
"name": "@myorg/mycli",
"version": "1.0.0",
"bin": { "mycli": "./dist/index.js" },
"files": ["dist", "README.md", "LICENSE"],
"main": "./dist/index.js",
"types": "./dist/index.d.ts",oclif-scaffolder
When your agent uses it
Generate oclif CLI framework projects with plugin support, topics, hooks, and TypeScript. Creates enterprise-grade CLI applications with extensibility.
What it loads into context
Frontmatter
140 tokensAlways available to the agent
SKILL.md
1,652 tokensWhen the skill is activated
Reference documents
465 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Output Structure
- Generated Code Patterns
- Dependencies
- Workflow
- Best Practices Applied
- References
- Target Processes
Files
README.mddoc2,045 bytesSKILL.mdcore6,649 bytes
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# oclif Scaffolder
Generate a complete oclif CLI application with plugin architecture, topics, and enterprise patterns.
## Capabilities
- Generate TypeScript-based oclif CLI projects
- Create command topics with hierarchical organization
- Set up plugin system for extensibility
- Configure hooks for lifecycle events
- Implement flag inheritance and parsing
- Set up testing and development workflows
## Usageora-spinner-integration
When your agent uses it
Integrate ora spinners with consistent styling, promise handling, and status updates for CLI progress feedback.
What it loads into context
Frontmatter
124 tokensAlways available to the agent
SKILL.md
1,257 tokensWhen the skill is activated
Reference documents
186 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Inputs
- Generated Patterns
- Dependencies
- Target Processes
Files
README.mddoc938 bytesSKILL.mdcore5,282 bytes
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# Ora Spinner Integration
Integrate ora spinners for consistent CLI progress feedback.
## Capabilities
- Configure ora spinner styling
- Create promise-based spinners
- Set up spinner sequences
- Implement status transitions
- Create custom spinner types
- Generate spinner utilities
## Usagepkg-binary-builder
When your agent uses it
Configure pkg for Node.js binary builds with asset bundling and cross-platform targets.
What it loads into context
Frontmatter
128 tokensAlways available to the agent
SKILL.md
263 tokensWhen the skill is activated
Reference documents
32 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Generated Patterns
- Target Processes
Files
README.mddoc148 bytesSKILL.mdcore1,003 bytes
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# Pkg Binary Builder
Configure pkg for Node.js binary builds.
## Generated Patterns
```json
{
"pkg": {
"scripts": "dist/**/*.js",
"assets": ["dist/**/*.json", "node_modules/better-sqlite3/**/*"],
"targets": ["node18-linux-x64", "node18-macos-x64", "node18-win-x64"],
"outputPath": "build"
},plugin-dependency-resolver
When your agent uses it
Generate plugin dependency resolution logic with topological sorting.
What it loads into context
Frontmatter
114 tokensAlways available to the agent
SKILL.md
404 tokensWhen the skill is activated
Reference documents
30 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Generated Patterns
- Target Processes
Files
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# Plugin Dependency Resolver
Generate plugin dependency resolution logic.
## Generated Patterns
```typescript
interface PluginNode {
name: string;
dependencies: string[];
}
export function resolveDependencies(plugins: PluginNode[]): string[] {
const graph = new Map<string, string[]>();plugin-hook-system
When your agent uses it
Generate hook-based plugin extension system with event emitter patterns.
What it loads into context
Frontmatter
113 tokensAlways available to the agent
SKILL.md
352 tokensWhen the skill is activated
Reference documents
29 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Generated Patterns
- Target Processes
Files
README.mddoc144 bytesSKILL.mdcore1,474 bytes
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# Plugin Hook System
Generate hook-based plugin extension system.
## Generated Patterns
```typescript
type HookCallback = (...args: any[]) => Promise<any> | any;
export class HookSystem {
private hooks = new Map<string, HookCallback[]>();
register(hookName: string, callback: HookCallback): void {
const callbacks = this.hooks.get(hookName) || [];plugin-loader-generator
When your agent uses it
Generate dynamic plugin loading system with discovery, validation, and lifecycle management.
What it loads into context
Frontmatter
122 tokensAlways available to the agent
SKILL.md
496 tokensWhen the skill is activated
Reference documents
27 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Generated Patterns
- Target Processes
Files
README.mddoc151 bytesSKILL.mdcore2,186 bytes
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# Plugin Loader Generator
Generate dynamic plugin loading system.
## Generated Patterns
```typescript
import fs from 'fs';
import path from 'path';
interface Plugin {
name: string;
version: string;
init: () => Promise<void>;plugin-manifest-schema
When your agent uses it
Define plugin manifest schema with versioning and dependency declarations.
What it loads into context
Frontmatter
114 tokensAlways available to the agent
SKILL.md
303 tokensWhen the skill is activated
Reference documents
26 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Generated Patterns
- Target Processes
Files
README.mddoc145 bytesSKILL.mdcore1,254 bytes
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# Plugin Manifest Schema
Define plugin manifest schema.
## Generated Patterns
```typescript
import { z } from 'zod';
export const pluginManifestSchema = z.object({
name: z.string().regex(/^[a-z0-9-]+$/),
version: z.string().regex(/^\d+\.\d+\.\d+/),
description: z.string(),
main: z.string().default('index.js'),plugin-sandbox-setup
When your agent uses it
Configure plugin sandboxing with vm2 or isolated-vm for secure plugin execution.
What it loads into context
Frontmatter
120 tokensAlways available to the agent
SKILL.md
293 tokensWhen the skill is activated
Reference documents
29 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Generated Patterns
- Target Processes
Files
README.mddoc142 bytesSKILL.mdcore1,226 bytes
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# Plugin Sandbox Setup
Configure plugin sandboxing for security.
## Generated Patterns
```typescript
import ivm from 'isolated-vm';
export async function runInSandbox(code: string, context: Record<string, unknown>) {
const isolate = new ivm.Isolate({ memoryLimit: 128 });
const vmContext = isolate.createContextSync();
const jail = vmContext.global;
posix-shell-validator
When your agent uses it
Validate scripts for POSIX compliance with portability checks, bashism detection, and cross-platform compatibility.
What it loads into context
Frontmatter
131 tokensAlways available to the agent
SKILL.md
912 tokensWhen the skill is activated
Reference documents
151 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Capabilities
- Usage
- Common Bashisms to Avoid
- Validation Script
- Target Processes
Files
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# POSIX Shell Validator
Validate scripts for POSIX compliance and portability.
## Capabilities
- Detect bashisms in shell scripts
- Validate POSIX compliance
- Check cross-platform compatibility
- Identify non-portable constructs
- Generate compliance reports
- Suggest portable alternatives
## UsageSkills included
- architecture-patterns
- code-generation
- code-review-patterns
- debugging-patterns
- planning-patterns
- session-memory
- test-driven-development
- verification-before-completion
- checkpoint-management
- code-review-orchestration
- codebase-mapping
- file-guard
- hook-management
- research-orchestration
- spec-creation
- spec-execution
- cog-braindump-capture
- cog-daily-intelligence
- cog-knowledge-consolidation
- cog-meeting-processing
- cog-onboarding
- cog-team-intelligence
- cog-url-extraction
- cog-weekly-reflection
- code-review-pipeline
- context-engineering
- continuous-learning
- eval-harness
- multi-service-orchestration
- research-first-dev
- security-scanning
- tdd-enforcement
- agent-coordination
- convoy-management
- formula-authoring
- issue-tracking
- merge-queue
- patrol-monitoring
- session-management
- work-decomposition
- context-engineering
- frontmatter-parsing
- git-integration
- gsd-tools
- model-profile-resolution
- roadmap-management
- state-management
- template-scaffolding
- verification-suite
- code-review-gate
- hotfix-triage
- knowledge-graph-management
- maintenance-orchestration
- requirements-interview
- specification-generation
- story-decomposition
- test-enforcement
- adversarial-review
- design-review-gate
- external-tool-coordination
- knowledge-curation
- orchestrated-execution
- plan-review-gate
- pr-shepherding
- work-unit-decomposition
- behavior-contract
- codebase-sync
- context-preservation
- persistent-memory
- quality-hooks
- spec-driven-development
- strict-tdd
- worktree-isolation
- brainstorming
- code-review
- codebase-research
- decision-documentation
- finishing-work
- plan-implementation
- plan-writing
- security-review
- systematic-debugging
- test-driven-development
- verification
- agent-booster
- anti-drift
- consensus-mechanisms
- security-hardening
- self-optimization
- smart-routing
- swarm-orchestration
- vector-memory
- constitution-creation
- cross-artifact-analysis
- implementation-execution
- planning-design
- quality-checklist
- specification-writing
- task-decomposition
- brainstorming
- dispatching-parallel-agents
- executing-plans
- finishing-a-development-branch
- receiving-code-review
- requesting-code-review
- subagent-driven-development
- systematic-debugging
- test-driven-development
- using-git-worktrees
- using-superpowers
- verification-before-completion
- writing-plans
- writing-skills
- autogen-setup
- autonomous-coding-engagement
- autonomous-research-engineering
- chain-of-thought-prompts
- chroma-integration
- closed-book-frontier-reasoning
- constitutional-ai-prompts
- content-moderation-api
- crewai-setup
- entity-memory-extraction
- few-shot-example-gen
- general-knowledge-reasoning
- guardrails-ai-setup
- haystack-pipeline
- huggingface-classifier
- langchain-chains
- langchain-memory
- langchain-react-agent
- langchain-retriever
- langchain-tools
- langfuse-integration
- langgraph-checkpoint
- langgraph-hitl
- langgraph-routing
- langgraph-state-graph
- langgraph-subgraph
- langsmith-tracing
- llamaindex-agent
- llm-classifier
- mcp-app-scaffolding
- mcp-app-verification
- mcp-csp-investigation
- mcp-host-styling-integration
- mcp-tool-resource-pattern
- medical-agent
- mem0-integration
- memory-summarization
- milvus-integration
- multi-app-orchestration
- multi-turn-tool-use
- nemo-guardrails
- opentelemetry-llm
- phoenix-arize-setup
- pii-redaction
- pinecone-integration
- prompt-compression
- prompt-injection-detector
- prompt-template-design
- qdrant-integration
- rag-chunking-strategy
- rag-embedding-generation
- rag-hybrid-search
- rag-query-transformation
- rag-reranking
- rasa-nlu-integration
- redis-memory-backend
- semantic-kernel-setup
- setfit-few-shot
- single-file-bundling
- spacy-ner
- visual-pattern-induction
- weaviate-integration
- zep-memory-integration
- advanced-ds-library
- algorithm-visualizer
- atcoder-client
- code-profiler
- code-template-manager
- codeforces-api-client
- combinatorics-calculator
- complexity-analyzer
- cses-tracker
- data-structure-selector
- dp-optimizer
- dp-pattern-library
- dp-state-designer
- flow-network-builder
- geometry-algorithm-library
- geometry-primitive-library
- graph-algorithm-selector
- graph-modeler
- interview-problem-bank
- interview-simulator
- invariant-analyzer
- leetcode-problem-fetcher
- micro-optimizer
- number-theory-toolkit
- prime-sieve-generator
- proof-assistant
- segment-tree-builder
- solution-comparator
- solution-explainer
- string-algorithm-matcher
- suffix-structure-builder
- test-case-generator
- backend-async-processing
- background-job-processing
- database-drivers-connectors
- email-notification-delivery
- growing-outside-in-systems
- rust-async-runtime
- webhook-verification
- argparse-scaffolder
- argument-validator-generator
- bash-script-template
- bats-test-scaffolder
- blessed-widget-generator
- bubble-tea-scaffolder
- chalk-styling-system
- chocolatey-package-generator
- clap-scaffolder
- cli-e2e-test-harness
- cli-mock-stdin
- cli-progress-bar-setup
- cli-snapshot-tester
- cli-table-formatter
- click-scaffolder
- cobra-scaffolder
- code-signing-setup
- commander-js-scaffolder
- config-migration-generator
- config-schema-validator
- cosmiconfig-setup
- cross-env-setup
- cross-platform-path-handler
- dotenv-integration
- encoding-handler
- env-var-mapper
- getopts-parser-generator
- goreleaser-setup
- help-text-formatter
- homebrew-formula-generator
- ink-component-generator
- inquirer-prompt-generator
- line-ending-normalizer
- mcp-capability-declarator
- mcp-error-code-mapper
- mcp-inspector-integration
- mcp-mock-client
- mcp-resource-uri-designer
- mcp-sdk-python-bootstrapper
- mcp-sdk-typescript-bootstrapper
- mcp-tool-schema-generator
- mcp-transport-sse-setup
- mcp-transport-websocket-setup
- mutually-exclusive-group-handler
- npm-publish-config
- oclif-scaffolder
- ora-spinner-integration
- pkg-binary-builder
- plugin-dependency-resolver
- plugin-hook-system
- plugin-loader-generator
- plugin-manifest-schema
- plugin-sandbox-setup
- posix-shell-validator
Showing 300 of 2,111 skills. See GitHub for the complete repository.
Repository facts
- License
- MIT
- Created
- Jan 5, 2026
- Last pushed
- Nov 1, 2026
- Forks
- 123
- Open issues
- 395
- Project activity
- Slowing
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Before you install
Network or broad shellAutomated signals, not a guarantee
Checked Nov 3, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 3,220 notes
library/specializations/meta/harnesses/cursor/examples/hooks.json:1Analysis incomplete: Referenced executable target unavailable; not analyzedlibrary/specializations/meta/harnesses/cursor/examples/hooks.json:1Analysis incomplete: Referenced executable target unavailable; not analyzedlibrary/specializations/meta/harnesses/cursor/examples/hooks.json:1Analysis incomplete: Referenced executable target unavailable; not analyzedlibrary/specializations/meta/harnesses/cursor/examples/hooks.json:1Analysis incomplete: Referenced executable target unavailable; not analyzedlibrary/specializations/meta/harnesses/gemini-cli/examples/hooks.json:1Analysis incomplete: Referenced executable target unavailable; not analyzedlibrary/specializations/meta/harnesses/gemini-cli/examples/hooks.json:1Analysis incomplete: Referenced executable target unavailable; not analyzedlibrary/specializations/meta/harnesses/cursor/examples/hooks.json:1Plugin-wide analysis incomplete; see repository noteslibrary/specializations/meta/harnesses/cursor/examples/hooks.json:1Plugin-wide analysis incomplete; see repository noteslibrary/specializations/meta/harnesses/cursor/examples/hooks.json:1Plugin-wide analysis incomplete; see repository noteslibrary/specializations/meta/harnesses/cursor/examples/hooks.json:1Plugin-wide analysis incomplete; see repository noteslibrary/specializations/meta/harnesses/cursor/examples/hooks.json:1Plugin-wide analysis incomplete; see repository noteslibrary/specializations/meta/harnesses/cursor/examples/hooks.json:1Plugin-wide analysis incomplete; see repository noteslibrary/specializations/meta/harnesses/cursor/examples/hooks.json:1Plugin-wide analysis incomplete; see repository noteslibrary/specializations/meta/harnesses/cursor/examples/hooks.json:1Plugin-wide analysis incomplete; see repository noteslibrary/specializations/meta/harnesses/cursor/examples/hooks.json:1Plugin-wide analysis incomplete; see repository noteslibrary/specializations/meta/harnesses/cursor/examples/hooks.json:1Plugin-wide analysis incomplete; see repository noteslibrary/methodologies/bmad-method/skills/project-documentation/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedlibrary/methodologies/bmad-method/skills/project-documentation/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedlibrary/methodologies/bmad-method/skills/project-documentation/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedlibrary/specializations/meta/harnesses/cursor/examples/hooks.json:1Plugin-wide analysis incomplete; see repository notes
- 1,883 broad permissionsin 1,883 files: architecture-patterns/SKILL.md:1 code-generation/SKILL.md:1 code-review-patterns/SKILL.md:1 and 1,880 more
- 94 dangerous shell commandsin 44 files: gatling-load-testing/SKILL.md:69 node-operations/SKILL.md:32 gpu-benchmarking/README.md:278 and 41 more
- 3,384 network referencesin 623 files: owasp-security-scanner/SKILL.md:49 dast-scanner/SKILL.md:53 owasp-zap-security/SKILL.md:56 and 620 more
- 1 obfuscation signalin 1 file: msix-package-generator/SKILL.md:314
- No instruction overrides
- 242 references to secretsin 79 files: macos-notarization-workflow/SKILL.md:44 pact-contract-testing/SKILL.md:141 mobile-security/README.md:11 and 76 more
- No requests to vote in Hot
Show all 5,624 signals by file
.claude-plugin/marketplace.json
- Network accessline 14
"source": { "source": "url", "url": "https://github.com/a5c-ai/babysitter-claude.git", - Network accessline 15
"source": "url", "url": "https://github.com/a5c-ai/babysitter-claude.git", "branch": "main" - Network accessline 16
"url": "https://github.com/a5c-ai/babysitter-claude.git", - Network accessline 21
"name": "a5c.ai" }, "repository": "https://github.com/a5c-ai/babysitter-claude" - Network accessline 22
}, "repository": "https://github.com/a5c-ai/babysitter-claude" } - Network accessline 23
"repository": "https://github.com/a5c-ai/babysitter-claude"
library/methodologies/cc10x/skills/architecture-patterns/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebSearch
library/methodologies/cc10x/skills/code-generation/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob
library/methodologies/cc10x/skills/code-review-patterns/SKILL.md
- Broad permissionsline 1
Read, Bash, Grep, Glob
library/methodologies/cc10x/skills/debugging-patterns/SKILL.md
- Broad permissionsline 1
Read, Bash, Grep, Glob, WebSearch
library/methodologies/cc10x/skills/planning-patterns/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebSearch, WebFetch
library/methodologies/cc10x/skills/session-memory/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob
library/methodologies/cc10x/skills/test-driven-development/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob
library/methodologies/cc10x/skills/verification-before-completion/SKILL.md
- Broad permissionsline 1
Read, Bash, Grep, Glob
library/methodologies/ccpm/skills/audit-trail/README.md
- Network accessline 7
Adapted from [CCPM](https://github.com/automazeio/ccpm) traceability and `/pm:validate` command.
library/methodologies/ccpm/skills/context-management/README.md
- Network accessline 7
Adapted from [CCPM](https://github.com/automazeio/ccpm) `/pm:init` command and context system.
library/methodologies/ccpm/skills/epic-generation/README.md
- Network accessline 7
Adapted from [CCPM](https://github.com/automazeio/ccpm) `/pm:prd-parse` command.
library/methodologies/ccpm/skills/github-sync/README.md
- Network accessline 7
Adapted from [CCPM](https://github.com/automazeio/ccpm) `/pm:epic-sync` and `/pm:epic-oneshot` commands.
library/methodologies/ccpm/skills/parallel-orchestration/README.md
- Network accessline 7
Adapted from [CCPM](https://github.com/automazeio/ccpm) `/pm:issue-start` command and parallel agent model.
library/methodologies/ccpm/skills/prd-creation/README.md
- Network accessline 7
Adapted from [CCPM](https://github.com/automazeio/ccpm) `/pm:prd-new` command.
library/methodologies/ccpm/skills/progress-tracking/README.md
- Network accessline 7
Adapted from [CCPM](https://github.com/automazeio/ccpm) `/pm:status`, `/pm:standup`, `/pm:blocked` commands.
library/methodologies/ccpm/skills/task-decomposition/README.md
- Network accessline 7
Adapted from [CCPM](https://github.com/automazeio/ccpm) `/pm:epic-decompose` command.
library/methodologies/claudekit/skills/checkpoint-management/SKILL.md
- Broad permissionsline 1
Read, Bash, Grep, Glob
library/methodologies/claudekit/skills/code-review-orchestration/SKILL.md
- Broad permissionsline 1
Read, Bash, Grep, Glob
library/methodologies/claudekit/skills/codebase-mapping/SKILL.md
- Broad permissionsline 1
Read, Bash, Grep, Glob
library/methodologies/claudekit/skills/file-guard/SKILL.md
library/methodologies/claudekit/skills/hook-management/SKILL.md
- Broad permissionsline 1
Read, Bash, Grep, Glob
library/methodologies/claudekit/skills/research-orchestration/SKILL.md
- Broad permissionsline 1
Read, Bash, Grep, Glob
library/methodologies/claudekit/skills/spec-creation/SKILL.md
- Broad permissionsline 1
Read, Bash, Grep, Glob
library/methodologies/claudekit/skills/spec-execution/SKILL.md
- Broad permissionsline 1
Read, Bash, Grep, Glob
library/methodologies/cog-second-brain/skills/url-extraction/README.md
- Network accessline 8
babysitter run:create --process methodologies/cog-second-brain/cog-knowledge-capture \ --input '{"vaultPath":"./cog-vault","captureType":"url-dump","urls":["https://example.com/article"]}' - Network accessline 9
--input '{"vaultPath":"./cog-vault","captureType":"url-dump","urls":["https://example.com/article"]}'
library/methodologies/cog-second-brain/skills/url-extraction/SKILL.md
- Network accessline 39
"captureType": "url-dump", "urls": [ "https://example.com/interesting-article", - Network accessline 40
"urls": [ "https://example.com/interesting-article", "https://blog.example.com/deep-dive-post" - Network accessline 41
"https://example.com/interesting-article", - Network accessline 42
"https://blog.example.com/deep-dive-post"
library/methodologies/everything-claude-code/skills/code-review-pipeline/SKILL.md
- Broad permissionsline 1
Read, Bash, Grep, Glob
library/methodologies/everything-claude-code/skills/context-engineering/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob
library/methodologies/everything-claude-code/skills/continuous-learning/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob
library/methodologies/everything-claude-code/skills/eval-harness/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob
library/methodologies/everything-claude-code/skills/multi-service-orchestration/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob
library/methodologies/everything-claude-code/skills/research-first-dev/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebSearch, WebFetch
library/methodologies/everything-claude-code/skills/security-scanning/SKILL.md
library/methodologies/everything-claude-code/skills/tdd-enforcement/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob
library/methodologies/gastown/skills/agent-coordination/README.md
- Network accessline 3
Multi-agent coordination adapted from [Gas Town](https://github.com/steveyegge/gastown) by Steve Yegge.
library/methodologies/gastown/skills/agent-coordination/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/gastown/skills/convoy-management/README.md
- Network accessline 3
Convoy lifecycle management adapted from [Gas Town](https://github.com/steveyegge/gastown) by Steve Yegge.
library/methodologies/gastown/skills/convoy-management/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/gastown/skills/formula-authoring/README.md
- Network accessline 3
TOML-based workflow template authoring adapted from [Gas Town](https://github.com/steveyegge/gastown) by Steve Yegge.
library/methodologies/gastown/skills/formula-authoring/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/gastown/skills/issue-tracking/README.md
- Network accessline 3
Bead-based issue tracking adapted from [Gas Town](https://github.com/steveyegge/gastown) by Steve Yegge.
library/methodologies/gastown/skills/issue-tracking/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/gastown/skills/merge-queue/README.md
- Network accessline 3
Refinery merge queue processing adapted from [Gas Town](https://github.com/steveyegge/gastown) by Steve Yegge.
library/methodologies/gastown/skills/merge-queue/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/gastown/skills/patrol-monitoring/README.md
- Network accessline 3
Deacon/Witness monitoring adapted from [Gas Town](https://github.com/steveyegge/gastown) by Steve Yegge.
library/methodologies/gastown/skills/patrol-monitoring/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/gastown/skills/session-management/README.md
- Network accessline 3
Agent session lifecycle management adapted from [Gas Town](https://github.com/steveyegge/gastown) by Steve Yegge.
library/methodologies/gastown/skills/session-management/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/gastown/skills/work-decomposition/README.md
- Network accessline 3
MEOW-based work decomposition adapted from [Gas Town](https://github.com/steveyegge/gastown) by Steve Yegge.
library/methodologies/gastown/skills/work-decomposition/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/gsd/skills/context-engineering/SKILL.md
- Broad permissionsline 1
Read Bash(*)
library/methodologies/gsd/skills/git-integration/SKILL.md
- Broad permissionsline 1
Bash(*) Read Glob
library/methodologies/gsd/skills/gsd-tools/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep
library/methodologies/gsd/skills/template-scaffolding/SKILL.md
- Broad permissionsline 1
Unsupported or unresolved allowed-tools declaration
library/methodologies/gsd/skills/verification-suite/SKILL.md
- Broad permissionsline 1
Read Glob Grep Bash(*)
library/methodologies/maestro/skills/code-review-gate/README.md
- Network accessline 25
Adapted from [Maestro App Factory](https://github.com/SnapdragonPartners/maestro) by SnapdragonPartners (MIT License).
library/methodologies/maestro/skills/code-review-gate/SKILL.md
- Broad permissionsline 1
Bash
library/methodologies/maestro/skills/hotfix-triage/README.md
- Network accessline 12
Adapted from [Maestro App Factory](https://github.com/SnapdragonPartners/maestro) by SnapdragonPartners (MIT License).
library/methodologies/maestro/skills/hotfix-triage/SKILL.md
- Broad permissionsline 1
Bash
library/methodologies/maestro/skills/knowledge-graph-management/README.md
- Network accessline 14
Adapted from [Maestro App Factory](https://github.com/SnapdragonPartners/maestro) by SnapdragonPartners (MIT License).
library/methodologies/maestro/skills/knowledge-graph-management/SKILL.md
- Broad permissionsline 1
Bash
library/methodologies/maestro/skills/maintenance-orchestration/README.md
- Network accessline 15
Adapted from [Maestro App Factory](https://github.com/SnapdragonPartners/maestro) by SnapdragonPartners (MIT License).
library/methodologies/maestro/skills/maintenance-orchestration/SKILL.md
- Broad permissionsline 1
Bash
library/methodologies/maestro/skills/requirements-interview/README.md
- Network accessline 18
Adapted from [Maestro App Factory](https://github.com/SnapdragonPartners/maestro) by SnapdragonPartners (MIT License).
library/methodologies/maestro/skills/requirements-interview/SKILL.md
- Broad permissionsline 1
Bash
library/methodologies/maestro/skills/specification-generation/README.md
- Network accessline 19
Adapted from [Maestro App Factory](https://github.com/SnapdragonPartners/maestro) by SnapdragonPartners (MIT License).
library/methodologies/maestro/skills/specification-generation/SKILL.md
- Broad permissionsline 1
Bash
library/methodologies/maestro/skills/story-decomposition/README.md
- Network accessline 18
Adapted from [Maestro App Factory](https://github.com/SnapdragonPartners/maestro) by SnapdragonPartners (MIT License).
library/methodologies/maestro/skills/story-decomposition/SKILL.md
- Broad permissionsline 1
Bash
library/methodologies/maestro/skills/test-enforcement/README.md
- Network accessline 15
Adapted from [Maestro App Factory](https://github.com/SnapdragonPartners/maestro) by SnapdragonPartners (MIT License).
library/methodologies/maestro/skills/test-enforcement/SKILL.md
- Broad permissionsline 1
Bash
library/methodologies/metaswarm/skills/adversarial-review/README.md
- Network accessline 3
Fresh adversarial code review adapted from [Metaswarm](https://github.com/dsifry/metaswarm) by David Sifry.
library/methodologies/metaswarm/skills/adversarial-review/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/metaswarm/skills/design-review-gate/README.md
- Network accessline 3
Parallel 6-agent design review adapted from [Metaswarm](https://github.com/dsifry/metaswarm) by David Sifry.
library/methodologies/metaswarm/skills/design-review-gate/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/metaswarm/skills/external-tool-coordination/README.md
- Network accessline 3
External AI tool integration adapted from [Metaswarm](https://github.com/dsifry/metaswarm) by David Sifry.
library/methodologies/metaswarm/skills/external-tool-coordination/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/metaswarm/skills/knowledge-curation/README.md
- Network accessline 3
Knowledge lifecycle management adapted from [Metaswarm](https://github.com/dsifry/metaswarm) by David Sifry.
library/methodologies/metaswarm/skills/knowledge-curation/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/metaswarm/skills/orchestrated-execution/README.md
- Network accessline 3
4-phase execution loop adapted from [Metaswarm](https://github.com/dsifry/metaswarm) by David Sifry.
library/methodologies/metaswarm/skills/orchestrated-execution/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/metaswarm/skills/plan-review-gate/README.md
- Network accessline 3
Adversarial plan review adapted from [Metaswarm](https://github.com/dsifry/metaswarm) by David Sifry.
library/methodologies/metaswarm/skills/plan-review-gate/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/metaswarm/skills/pr-shepherding/README.md
- Network accessline 3
PR lifecycle management adapted from [Metaswarm](https://github.com/dsifry/metaswarm) by David Sifry.
library/methodologies/metaswarm/skills/pr-shepherding/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/metaswarm/skills/work-unit-decomposition/README.md
- Network accessline 3
Work unit decomposition adapted from [Metaswarm](https://github.com/dsifry/metaswarm) by David Sifry.
library/methodologies/metaswarm/skills/work-unit-decomposition/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/pilot-shell/skills/behavior-contract/README.md
- Network accessline 17
Adapted from the Bugfix Mode behavior contract pattern in [Pilot Shell](https://github.com/maxritter/pilot-shell) by Max Ritter.
library/methodologies/pilot-shell/skills/behavior-contract/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep - Network accessline 7
version: "1.0.0" category: pilot-shell-bugfix attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)" - Network accessline 8
category: pilot-shell-bugfix attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)" graph: - Network accessline 9
attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)"
library/methodologies/pilot-shell/skills/codebase-sync/README.md
- Network accessline 18
Adapted from the /sync command in [Pilot Shell](https://github.com/maxritter/pilot-shell) by Max Ritter.
library/methodologies/pilot-shell/skills/codebase-sync/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep - Network accessline 7
version: "1.0.0" category: pilot-shell-sync attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)" - Network accessline 8
category: pilot-shell-sync attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)" graph: - Network accessline 9
attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)"
library/methodologies/pilot-shell/skills/context-preservation/README.md
- Network accessline 17
Adapted from the PreCompact and post_compact_restore hooks in [Pilot Shell](https://github.com/maxritter/pilot-shell) by Max Ritter.
library/methodologies/pilot-shell/skills/context-preservation/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep - Network accessline 7
version: "1.0.0" category: pilot-shell-infrastructure attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)" - Network accessline 8
category: pilot-shell-infrastructure attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)" graph: - Network accessline 9
attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)"
library/methodologies/pilot-shell/skills/persistent-memory/README.md
- Network accessline 17
Adapted from the pilot-memory rule and /learn command in [Pilot Shell](https://github.com/maxritter/pilot-shell) by Max Ritter.
library/methodologies/pilot-shell/skills/persistent-memory/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep - Network accessline 7
version: "1.0.0" category: pilot-shell-knowledge attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)" - Network accessline 8
category: pilot-shell-knowledge attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)" graph: - Network accessline 9
attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)"
library/methodologies/pilot-shell/skills/quality-hooks/README.md
- Network accessline 17
Adapted from the file_checker PostToolUse hook and quality hooks pipeline in [Pilot Shell](https://github.com/maxritter/pilot-shell) by Max Ritter.
library/methodologies/pilot-shell/skills/quality-hooks/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep - Network accessline 7
version: "1.0.0" category: pilot-shell-quality attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)" - Network accessline 8
category: pilot-shell-quality attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)" graph: - Network accessline 9
attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)"
library/methodologies/pilot-shell/skills/spec-driven-development/README.md
- Network accessline 18
Adapted from the /spec command in [Pilot Shell](https://github.com/maxritter/pilot-shell) by Max Ritter.
library/methodologies/pilot-shell/skills/spec-driven-development/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep - Network accessline 7
version: "1.0.0" category: pilot-shell-core attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)" - Network accessline 8
category: pilot-shell-core attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)" graph: - Network accessline 9
attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)"
library/methodologies/pilot-shell/skills/strict-tdd/README.md
- Network accessline 23
Adapted from the testing rule and tdd_enforcer hook in [Pilot Shell](https://github.com/maxritter/pilot-shell) by Max Ritter.
library/methodologies/pilot-shell/skills/strict-tdd/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep - Network accessline 7
version: "1.0.0" category: pilot-shell-core attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)" - Network accessline 8
category: pilot-shell-core attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)" graph: - Network accessline 9
attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)"
library/methodologies/pilot-shell/skills/worktree-isolation/README.md
- Network accessline 20
Adapted from the worktree CLI commands in [Pilot Shell](https://github.com/maxritter/pilot-shell) by Max Ritter.
library/methodologies/pilot-shell/skills/worktree-isolation/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep - Network accessline 7
version: "1.0.0" category: pilot-shell-git attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)" - Network accessline 8
category: pilot-shell-git attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)" graph: - Network accessline 9
attribution: "Adapted from Pilot Shell by Max Ritter (https://github.com/maxritter/pilot-shell)"
library/methodologies/rpikit/skills/brainstorming/README.md
- Network accessline 3
Requirement clarification adapted from [RPIKit](https://github.com/bostonaholic/rpikit) by Matthew Boston.
library/methodologies/rpikit/skills/brainstorming/SKILL.md
- Broad permissionsline 1
Read, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/rpikit/skills/code-review/README.md
- Network accessline 3
Structured code quality assessment adapted from [RPIKit](https://github.com/bostonaholic/rpikit) by Matthew Boston.
library/methodologies/rpikit/skills/code-review/SKILL.md
- Broad permissionsline 1
Read, Bash, Grep, Glob, Agent, AskUserQuestion
library/methodologies/rpikit/skills/codebase-research/README.md
- Network accessline 3
Systematic codebase exploration adapted from [RPIKit](https://github.com/bostonaholic/rpikit) by Matthew Boston.
library/methodologies/rpikit/skills/codebase-research/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/rpikit/skills/decision-documentation/README.md
- Network accessline 3
Architecture Decision Records adapted from [RPIKit](https://github.com/bostonaholic/rpikit) by Matthew Boston.
library/methodologies/rpikit/skills/decision-documentation/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, Agent, AskUserQuestion
library/methodologies/rpikit/skills/finishing-work/README.md
- Network accessline 3
Completion discipline adapted from [RPIKit](https://github.com/bostonaholic/rpikit) by Matthew Boston.
library/methodologies/rpikit/skills/finishing-work/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, Agent, AskUserQuestion
library/methodologies/rpikit/skills/plan-implementation/README.md
- Network accessline 3
Disciplined plan execution adapted from [RPIKit](https://github.com/bostonaholic/rpikit) by Matthew Boston.
library/methodologies/rpikit/skills/plan-implementation/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/rpikit/skills/plan-writing/README.md
- Network accessline 3
Actionable implementation planning adapted from [RPIKit](https://github.com/bostonaholic/rpikit) by Matthew Boston.
library/methodologies/rpikit/skills/plan-writing/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/rpikit/skills/security-review/README.md
- Network accessline 3
Security vulnerability assessment adapted from [RPIKit](https://github.com/bostonaholic/rpikit) by Matthew Boston.
library/methodologies/rpikit/skills/security-review/SKILL.md
- Broad permissionsline 1
Read, Bash, Grep, Glob, Agent, AskUserQuestion
library/methodologies/rpikit/skills/systematic-debugging/README.md
- Network accessline 3
Hypothesis-driven debugging adapted from [RPIKit](https://github.com/bostonaholic/rpikit) by Matthew Boston.
library/methodologies/rpikit/skills/systematic-debugging/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/rpikit/skills/test-driven-development/README.md
- Network accessline 3
Test-first practice adapted from [RPIKit](https://github.com/bostonaholic/rpikit) by Matthew Boston.
library/methodologies/rpikit/skills/test-driven-development/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, Agent, AskUserQuestion
library/methodologies/rpikit/skills/verification/README.md
- Network accessline 3
Verification-before-completion discipline adapted from [RPIKit](https://github.com/bostonaholic/rpikit) by Matthew Boston.
library/methodologies/rpikit/skills/verification/SKILL.md
- Broad permissionsline 1
Read, Bash, Grep, Glob, Agent, AskUserQuestion
library/methodologies/ruflo/skills/agent-booster/README.md
- Network accessline 7
Adapted from [ruvnet/ruflo](https://github.com/ruvnet/ruflo) - Multi-agent orchestration platform for Claude Code.
library/methodologies/ruflo/skills/agent-booster/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/ruflo/skills/anti-drift/README.md
- Network accessline 7
Adapted from [ruvnet/ruflo](https://github.com/ruvnet/ruflo) - Multi-agent orchestration platform for Claude Code.
library/methodologies/ruflo/skills/anti-drift/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/ruflo/skills/consensus-mechanisms/README.md
- Network accessline 7
Adapted from [ruvnet/ruflo](https://github.com/ruvnet/ruflo) - Multi-agent orchestration platform for Claude Code.
library/methodologies/ruflo/skills/consensus-mechanisms/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/ruflo/skills/security-hardening/README.md
- Network accessline 7
Adapted from [ruvnet/ruflo](https://github.com/ruvnet/ruflo) - Multi-agent orchestration platform for Claude Code.
library/methodologies/ruflo/skills/security-hardening/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/ruflo/skills/self-optimization/README.md
- Network accessline 7
Adapted from [ruvnet/ruflo](https://github.com/ruvnet/ruflo) - Multi-agent orchestration platform for Claude Code.
library/methodologies/ruflo/skills/self-optimization/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/ruflo/skills/smart-routing/README.md
- Network accessline 7
Adapted from [ruvnet/ruflo](https://github.com/ruvnet/ruflo) - Multi-agent orchestration platform for Claude Code.
library/methodologies/ruflo/skills/smart-routing/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/ruflo/skills/swarm-orchestration/README.md
- Network accessline 7
Adapted from [ruvnet/ruflo](https://github.com/ruvnet/ruflo) - Multi-agent orchestration platform for Claude Code.
library/methodologies/ruflo/skills/swarm-orchestration/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/ruflo/skills/vector-memory/README.md
- Network accessline 7
Adapted from [ruvnet/ruflo](https://github.com/ruvnet/ruflo) - Multi-agent orchestration platform for Claude Code.
library/methodologies/ruflo/skills/vector-memory/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/spec-kit/skills/constitution-creation/README.md
- Network accessline 3
Project governance establishment adapted from [Spec Kit](https://github.com/github/spec-kit) by GitHub.
library/methodologies/spec-kit/skills/constitution-creation/SKILL.md
- Broad permissionsline 1
Read, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/spec-kit/skills/cross-artifact-analysis/README.md
- Network accessline 3
Consistency and coverage analysis adapted from [Spec Kit](https://github.com/github/spec-kit) by GitHub.
library/methodologies/spec-kit/skills/cross-artifact-analysis/SKILL.md
- Broad permissionsline 1
Read, Bash, Grep, Glob, Agent, AskUserQuestion
library/methodologies/spec-kit/skills/implementation-execution/README.md
- Network accessline 3
Task execution skill adapted from [Spec Kit](https://github.com/github/spec-kit) by GitHub.
library/methodologies/spec-kit/skills/implementation-execution/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Grep, Glob, Agent, AskUserQuestion
library/methodologies/spec-kit/skills/planning-design/README.md
- Network accessline 3
Technical architecture and strategy design adapted from [Spec Kit](https://github.com/github/spec-kit) by GitHub.
library/methodologies/spec-kit/skills/planning-design/SKILL.md
- Broad permissionsline 1
Read, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/spec-kit/skills/quality-checklist/README.md
- Network accessline 3
Quality validation and checklist adapted from [Spec Kit](https://github.com/github/spec-kit) by GitHub.
library/methodologies/spec-kit/skills/quality-checklist/SKILL.md
- Broad permissionsline 1
Read, Bash, Grep, Glob, Agent, AskUserQuestion
library/methodologies/spec-kit/skills/specification-writing/README.md
- Network accessline 3
Requirements and user stories writing adapted from [Spec Kit](https://github.com/github/spec-kit) by GitHub.
library/methodologies/spec-kit/skills/specification-writing/SKILL.md
- Broad permissionsline 1
Read, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
library/methodologies/spec-kit/skills/task-decomposition/README.md
- Network accessline 3
Plan-to-tasks conversion adapted from [Spec Kit](https://github.com/github/spec-kit) by GitHub.
library/methodologies/spec-kit/skills/task-decomposition/SKILL.md
- Broad permissionsline 1
Read, Bash, Grep, Glob, Agent, AskUserQuestion
library/methodologies/superpowers/skills/brainstorming/README.md
- Network accessline 3
Socratic design refinement adapted from the [Superpowers Extended](https://github.com/pcvelz/superpowers) methodology.
library/methodologies/superpowers/skills/dispatching-parallel-agents/README.md
- Network accessline 3
Concurrent agent dispatch adapted from [Superpowers Extended](https://github.com/pcvelz/superpowers).
library/methodologies/superpowers/skills/executing-plans/README.md
- Network accessline 3
Batch plan execution adapted from [Superpowers Extended](https://github.com/pcvelz/superpowers).
library/methodologies/superpowers/skills/finishing-a-development-branch/README.md
- Network accessline 3
Branch completion workflow adapted from [Superpowers Extended](https://github.com/pcvelz/superpowers).
library/methodologies/superpowers/skills/receiving-code-review/README.md
- Network accessline 3
Code review response patterns from [Superpowers Extended](https://github.com/pcvelz/superpowers).
library/methodologies/superpowers/skills/requesting-code-review/README.md
- Network accessline 3
Code review dispatch adapted from [Superpowers Extended](https://github.com/pcvelz/superpowers).
library/methodologies/superpowers/skills/subagent-driven-development/README.md
- Network accessline 3
Two-stage reviewed subagent execution adapted from [Superpowers Extended](https://github.com/pcvelz/superpowers).
library/methodologies/superpowers/skills/systematic-debugging/README.md
- Network accessline 3
Four-phase root cause debugging adapted from [Superpowers Extended](https://github.com/pcvelz/superpowers).
library/methodologies/superpowers/skills/test-driven-development/README.md
- Network accessline 3
RED-GREEN-REFACTOR cycle adapted from [Superpowers Extended](https://github.com/pcvelz/superpowers).
library/methodologies/superpowers/skills/using-git-worktrees/README.md
- Network accessline 3
Workspace isolation adapted from [Superpowers Extended](https://github.com/pcvelz/superpowers).
library/methodologies/superpowers/skills/using-superpowers/README.md
- Network accessline 3
Skill discovery and invocation guide from [Superpowers Extended](https://github.com/pcvelz/superpowers).
library/methodologies/superpowers/skills/verification-before-completion/README.md
- Network accessline 3
Evidence-based completion verification from [Superpowers Extended](https://github.com/pcvelz/superpowers).
library/methodologies/superpowers/skills/writing-plans/README.md
- Network accessline 3
Detailed implementation planning adapted from [Superpowers Extended](https://github.com/pcvelz/superpowers).
library/methodologies/superpowers/skills/writing-skills/README.md
- Network accessline 3
Skill creation methodology from [Superpowers Extended](https://github.com/pcvelz/superpowers).
library/specializations/ai-agents-conversational/skills/autogen-setup/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ai-agents-conversational/skills/autonomous-coding-engagement/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/ai-agents-conversational/skills/autonomous-research-engineering/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/ai-agents-conversational/skills/chain-of-thought-prompts/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ai-agents-conversational/skills/chroma-integration/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ai-agents-conversational/skills/closed-book-frontier-reasoning/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/ai-agents-conversational/skills/constitutional-ai-prompts/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ai-agents-conversational/skills/content-moderation-api/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ai-agents-conversational/skills/crewai-setup/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ai-agents-conversational/skills/entity-memory-extraction/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ai-agents-conversational/skills/few-shot-example-gen/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ai-agents-conversational/skills/general-knowledge-reasoning/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/ai-agents-conversational/skills/guardrails-ai-setup/README.md
- Network accessline 373
- [Guardrails AI Documentation](https://www.guardrailsai.com/docs) - Network accessline 374
- [Guardrails Hub](https://hub.guardrailsai.com) - Network accessline 375
- [Guardrails GitHub](https://github.com/guardrails-ai/guardrails) - Network accessline 376
- [Pydantic Documentation](https://docs.pydantic.dev) - Network accessline 380
- [NeMo Guardrails](https://github.com/NVIDIA-NeMo/Guardrails) - Dialogue guardrails - Network accessline 381
- [OpenAI Guardrails](https://openai.github.io/openai-guardrails-python) - OpenAI-specific guards - Network accessline 382
- [LangChain Output Parsers](https://python.langchain.com/docs/modules/model_io/output_parsers/)
library/specializations/ai-agents-conversational/skills/guardrails-ai-setup/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Edit, Bash, Glob, WebFetch - Network accessline 296
- [Guardrails AI GitHub](https://github.com/guardrails-ai/guardrails) - Network accessline 297
- [Guardrails AI Documentation](https://www.guardrailsai.com) - Network accessline 298
- [Guardrails Hub](https://hub.guardrailsai.com) - Network accessline 299
- [NVIDIA NeMo Guardrails](https://github.com/NVIDIA-NeMo/Guardrails) - Network accessline 300
- [OpenAI Guardrails Python](https://openai.github.io/openai-guardrails-python)
library/specializations/ai-agents-conversational/skills/haystack-pipeline/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ai-agents-conversational/skills/huggingface-classifier/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ai-agents-conversational/skills/langchain-chains/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ai-agents-conversational/skills/langchain-memory/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ai-agents-conversational/skills/langchain-react-agent/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ai-agents-conversational/skills/langchain-retriever/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ai-agents-conversational/skills/langchain-tools/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ai-agents-conversational/skills/langfuse-integration/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ai-agents-conversational/skills/langgraph-checkpoint/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ai-agents-conversational/skills/langgraph-hitl/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ai-agents-conversational/skills/langgraph-routing/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ai-agents-conversational/skills/langgraph-state-graph/README.md
- Network accessline 256
- [LangGraph Documentation](https://langchain-ai.github.io/langgraph/) - Network accessline 257
- [LangGraph Tutorials](https://langchain-ai.github.io/langgraph/tutorials/) - Network accessline 258
- [Awesome LangGraph](https://github.com/von-development/awesome-LangGraph) - Network accessline 259
- [LangGraph Conceptual Guide](https://langchain-ai.github.io/langgraph/concepts/) - Network accessline 263
- [LangChain Expression Language](https://python.langchain.com/docs/expression_language/) - Network accessline 264
- [CrewAI](https://github.com/crewAIInc/crewAI) - Alternative multi-agent framework - Network accessline 265
- [AutoGen](https://github.com/microsoft/autogen) - Microsoft's agent framework
library/specializations/ai-agents-conversational/skills/langgraph-state-graph/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Edit, Bash, Glob, WebFetch - Network accessline 232
- [LangGraph Documentation](https://langchain-ai.github.io/langgraph/) - Network accessline 233
- [Awesome LangGraph](https://github.com/von-development/awesome-LangGraph) - Network accessline 234
- [LangGraph RAG MCP](https://github.com/pedarias/langgraph-rag-mcp) - Network accessline 235
- [LangGraph MCP Agents](https://github.com/teddynote-lab/langgraph-mcp-agents)
library/specializations/ai-agents-conversational/skills/langgraph-subgraph/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ai-agents-conversational/skills/langsmith-tracing/README.md
- Network accessline 17
1. **LangSmith Account**: Sign up at [smith.langchain.com](https://smith.langchain.com) - Access to secretsline 33
[Credential-related source omitted] - Access to secretsline 110
[Credential-related source omitted] - Network accessline 145
- [LangSmith Documentation](https://docs.langchain.com/langsmith) - [LangChain Tracing Guide](https://python.langchain.com/docs/guides/debugging) - [LangSmith Fetch Skill](https://github.com/ComposioHQ/awesome-claude-skills/tree/master/lang - Network accessline 146
- [LangChain Tracing Guide](https://python.langchain.com/docs/guides/debugging) - Network accessline 147
- [LangSmith Fetch Skill](https://github.com/ComposioHQ/awesome-claude-skills/tree/master/langsmith-fetch) - Network accessline 151
- [Langfuse](https://langfuse.com) - Open source alternative - Network accessline 152
- [Arize Phoenix](https://github.com/Arize-ai/phoenix) - Additional observability - Network accessline 153
- [OpenTelemetry](https://opentelemetry.io) - Standard instrumentation
library/specializations/ai-agents-conversational/skills/langsmith-tracing/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Edit, Bash, Glob, WebFetch - Access to secretsline 54
[Credential-related source omitted] - Access to secretsline 108
[Credential-related source omitted] - Network accessline 164
- [LangSmith Documentation](https://docs.langchain.com/langsmith/observability) - [LangSmith Fetch Skill](https://github.com/ComposioHQ/awesome-claude-skills/tree/master/langsmith-fetch) - Network accessline 165
- [LangSmith Fetch Skill](https://github.com/ComposioHQ/awesome-claude-skills/tree/master/langsmith-fetch) - Network accessline 166
- [Langfuse Integration](https://langfuse.com) - Network accessline 167
- [Comet Opik MCP](https://github.com/comet-ml/opik-mcp)
library/specializations/ai-agents-conversational/skills/llamaindex-agent/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ai-agents-conversational/skills/llm-classifier/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ai-agents-conversational/skills/mcp-app-scaffolding/README.md
- Network accessline 25
git clone --branch "v$(npm view @modelcontextprotocol/ext-apps version)" \ --depth 1 https://github.com/modelcontextprotocol/ext-apps.git /tmp/mcp-ext-apps - Network accessline 26
--depth 1 https://github.com/modelcontextprotocol/ext-apps.git /tmp/mcp-ext-apps - Network accessline 68
- [MCP Apps SDK](https://github.com/modelcontextprotocol/ext-apps) - Network accessline 69
- [MCP Apps Quickstart](https://github.com/modelcontextprotocol/ext-apps/blob/main/docs/quickstart.md)
library/specializations/ai-agents-conversational/skills/mcp-app-scaffolding/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 58
# Clone SDK at the exact version published to npm git clone --branch "v$(npm view @modelcontextprotocol/ext-apps version)" \ --depth 1 https://github.com/modelcontextprotocol/ext-apps.git /tmp/mcp-ext-apps - Network accessline 59
git clone --branch "v$(npm view @modelcontextprotocol/ext-apps version)" --depth 1 https://github.com/modelcontextprotocol/ext-apps.git /tmp/mcp-ext-apps - Network accessline 60
--depth 1 https://github.com/modelcontextprotocol/ext-apps.git /tmp/mcp-ext-apps - Network accessline 237
- [MCP Apps SDK Repository](https://github.com/modelcontextprotocol/ext-apps) - Network accessline 238
- [MCP Apps SDK npm](https://www.npmjs.com/package/@modelcontextprotocol/ext-apps) - Network accessline 239
- [MCP Apps Quickstart](https://github.com/modelcontextprotocol/ext-apps/blob/main/docs/quickstart.md) - Network accessline 240
- [MCP Apps Overview](https://github.com/modelcontextprotocol/ext-apps/blob/main/docs/overview.md) - Network accessline 241
- [MCP Specification (2026-01-26)](https://spec.modelcontextprotocol.io/)
library/specializations/ai-agents-conversational/skills/mcp-app-verification/README.md
- Network accessline 37
npm run serve & cd /tmp/mcp-ext-apps/examples/basic-host SERVERS='["http://localhost:3001/mcp"]' npm run start - Network accessline 39
SERVERS='["http://localhost:3001/mcp"]' npm run start - Network accessline 73
- [MCP Apps Testing Guide](https://github.com/modelcontextprotocol/ext-apps/blob/main/docs/testing-mcp-apps.md) - Network accessline 74
- [basic-host Reference](https://github.com/modelcontextprotocol/ext-apps/tree/main/examples/basic-host)
library/specializations/ai-agents-conversational/skills/mcp-app-verification/SKILL.md
- Broad permissionsline 1
Read, Bash, Glob, Grep - Network accessline 99
# Step 5: Test with basic-host cd /tmp/mcp-ext-apps/examples/basic-host SERVERS='["http://localhost:3001/mcp"]' npm run start - Network accessline 100
cd /tmp/mcp-ext-apps/examples/basic-host SERVERS='["http://localhost:3001/mcp"]' npm run start # Verify: app loads, handlers fire, styling applies - Network accessline 101
SERVERS='["http://localhost:3001/mcp"]' npm run start - Network accessline 331
- [MCP Apps Testing Guide](https://github.com/modelcontextprotocol/ext-apps/blob/main/docs/testing-mcp-apps.md) - Network accessline 332
- [MCP Apps SDK - basic-host Example](https://github.com/modelcontextprotocol/ext-apps/tree/main/examples/basic-host) - Network accessline 333
- [MCP Apps Patterns](https://github.com/modelcontextprotocol/ext-apps/blob/main/docs/patterns.md)
library/specializations/ai-agents-conversational/skills/mcp-csp-investigation/README.md
- Network accessline 42
mimeType: RESOURCE_MIME_TYPE, text: bundledHtml, resourceDomains: ['https://cdn.example.com'], - Network accessline 43
text: bundledHtml, resourceDomains: ['https://cdn.example.com'], connectDomains: ['https://api.example.com'], - Network accessline 44
resourceDomains: ['https://cdn.example.com'], - Network accessline 45
connectDomains: ['https://api.example.com'], - Network accessline 63
- [MCP Apps CSP/CORS Guide](https://github.com/modelcontextprotocol/ext-apps/blob/main/docs/csp-cors.md) - Network accessline 64
- [MDN Content Security Policy](https://developer.mozilla.org/en-US/docs/Web/HTTP/CSP)
library/specializations/ai-agents-conversational/skills/mcp-csp-investigation/SKILL.md
- Broad permissionsline 1
Read, Bash, Glob, Grep - Network accessline 87
| Origin | Source Type | Environment | Category | |--------|-----------|-------------|----------| | `https://cdn.example.com` | Hardcoded constant | Universal | resourceDomains | - Network accessline 88
|--------|-----------|-------------|----------| | `https://cdn.example.com` | Hardcoded constant | Universal | resourceDomains | | `https://api.example.com` | Environment variable (`API_URL`) | Conditional | connectDomains | - Network accessline 89
| `https://cdn.example.com` | Hardcoded constant | Universal | resourceDomains | - Network accessline 90
| `https://api.example.com` | Environment variable (`API_URL`) | Conditional | connectDomains | - Network accessline 91
| `https://fonts.googleapis.com` | Third-party library | Universal | resourceDomains | - Network accessline 125
// CSP configuration goes HERE, in contents[] resourceDomains: [ 'https://cdn.example.com', - Network accessline 126
resourceDomains: [ 'https://cdn.example.com', 'https://fonts.googleapis.com', - Network accessline 127
'https://cdn.example.com', - Network accessline 128
'https://fonts.googleapis.com', - Network accessline 129
'https://fonts.gstatic.com', - Network accessline 130
], connectDomains: [ 'https://api.example.com', - Network accessline 131
connectDomains: [ 'https://api.example.com', ...(process.env.NODE_ENV === 'development' - Network accessline 132
'https://api.example.com', - Network accessline 133
...(process.env.NODE_ENV === 'development' ? ['http://localhost:3000'] : []), - Network accessline 134
? ['http://localhost:3000'] - Network accessline 149
// WRONG: Runtime URL uses config but CSP doesn't include it const apiUrl = process.env.API_URL || 'https://api.example.com'; fetch(apiUrl); // Works for default, fails for custom API_URL - Network accessline 150
const apiUrl = process.env.API_URL || 'https://api.example.com'; - Network accessline 151
fetch(apiUrl); // Works for default, fails for custom API_URL - Network accessline 153
// RIGHT: Same config controls both runtime URL and CSP entry const apiUrl = process.env.API_URL || 'https://api.example.com'; - Network accessline 154
const apiUrl = process.env.API_URL || 'https://api.example.com'; - Network accessline 161
1. **Silent failures**: Missing CSP origin = resource silently doesn't load. No console error, no network error. 2. **CSP in wrong location**: CSP goes in `contents[]` from `registerAppResource` read callback, NOT in `_meta` on the tool. 3. - Network accessline 162
2. **CSP in wrong location**: CSP goes in `contents[]` from `registerAppResource` read callback, NOT in `_meta` on the tool. 3. **Forgetting localhost**: Even `http://localhost:3000` needs CSP in dev mode. 4. **Third-party surprises**: Libr - Network accessline 163
3. **Forgetting localhost**: Even `http://localhost:3000` needs CSP in dev mode. 4. **Third-party surprises**: Libraries like Google Maps, Sentry, or analytics SDKs make network requests you may not be aware of. 5. **Conditional origins not - Network accessline 244
- [MCP Apps CSP/CORS Guide](https://github.com/modelcontextprotocol/ext-apps/blob/main/docs/csp-cors.md) - Network accessline 245
- [MCP Apps Testing Guide](https://github.com/modelcontextprotocol/ext-apps/blob/main/docs/testing-mcp-apps.md) - Network accessline 246
- [MDN Content Security Policy](https://developer.mozilla.org/en-US/docs/Web/HTTP/CSP) - Network accessline 247
- [MCP Apps Patterns - CSP Section](https://github.com/modelcontextprotocol/ext-apps/blob/main/docs/patterns.md)
library/specializations/ai-agents-conversational/skills/mcp-host-styling-integration/README.md
library/specializations/ai-agents-conversational/skills/mcp-host-styling-integration/SKILL.md
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- [MCP Apps SDK - Styles](https://github.com/modelcontextprotocol/ext-apps/blob/main/src/styles.ts) - Network accessline 286
- [MCP Apps SDK - React Hooks](https://github.com/modelcontextprotocol/ext-apps/blob/main/src/react/useHostStyles.ts) - Network accessline 287
- [MCP Apps Patterns](https://github.com/modelcontextprotocol/ext-apps/blob/main/docs/patterns.md)
library/specializations/ai-agents-conversational/skills/mcp-tool-resource-pattern/README.md
library/specializations/ai-agents-conversational/skills/mcp-tool-resource-pattern/SKILL.md
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text: bundledHtml, // CSP domains (if needed) // resourceDomains: ['https://cdn.example.com'], - Network accessline 86
// CSP domains (if needed) // resourceDomains: ['https://cdn.example.com'], // connectDomains: ['https://api.example.com'], - Network accessline 87
// resourceDomains: ['https://cdn.example.com'], - Network accessline 88
// connectDomains: ['https://api.example.com'], - Network accessline 323
- [MCP Apps SDK - Server API](https://github.com/modelcontextprotocol/ext-apps/blob/main/src/server/index.ts) - Network accessline 324
- [MCP Apps Patterns](https://github.com/modelcontextprotocol/ext-apps/blob/main/docs/patterns.md) - Network accessline 325
- [MCP Apps Overview](https://github.com/modelcontextprotocol/ext-apps/blob/main/docs/overview.md)
library/specializations/ai-agents-conversational/skills/medical-agent/SKILL.md
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library/specializations/ai-agents-conversational/skills/mem0-integration/README.md
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[Credential-related source omitted] - Access to secretsline 289
[Credential-related source omitted] - Access to secretsline 301
[Credential-related source omitted] - Network accessline 380
- [Mem0 Documentation](https://docs.mem0.ai) - Network accessline 381
- [Mem0 GitHub](https://github.com/mem0ai/mem0) - Network accessline 382
- [Mem0 MCP Server](https://github.com/mem0ai/mem0-mcp) - Network accessline 383
- [MemoryOS Paper](https://github.com/BAI-LAB/MemoryOS) - Network accessline 387
- [Zep Memory](https://github.com/getzep/zep) - Alternative memory system - Network accessline 388
- [MemoryOS](https://github.com/BAI-LAB/MemoryOS) - Academic memory research - Network accessline 389
- [LangChain Memory](https://python.langchain.com/docs/modules/memory/)
library/specializations/ai-agents-conversational/skills/mem0-integration/SKILL.md
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[Credential-related source omitted] - Network accessline 273
- [Mem0 GitHub Repository](https://github.com/mem0ai/mem0) - Network accessline 274
- [Official Mem0 MCP](https://github.com/mem0ai/mem0-mcp) - Network accessline 275
- [coleam00/mcp-mem0](https://github.com/coleam00/mcp-mem0) - Network accessline 276
- [pinkpixel-dev/mem0-mcp](https://github.com/pinkpixel-dev/mem0-mcp) - Network accessline 277
- [Mem0 Documentation](https://docs.mem0.ai)
library/specializations/ai-agents-conversational/skills/memory-summarization/SKILL.md
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library/specializations/ai-agents-conversational/skills/milvus-integration/SKILL.md
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library/specializations/ai-agents-conversational/skills/multi-app-orchestration/SKILL.md
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library/specializations/ai-agents-conversational/skills/multi-turn-tool-use/SKILL.md
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library/specializations/ai-agents-conversational/skills/nemo-guardrails/SKILL.md
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library/specializations/ai-agents-conversational/skills/opentelemetry-llm/SKILL.md
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library/specializations/ai-agents-conversational/skills/phoenix-arize-setup/SKILL.md
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library/specializations/ai-agents-conversational/skills/pii-redaction/SKILL.md
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library/specializations/ai-agents-conversational/skills/pinecone-integration/SKILL.md
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library/specializations/ai-agents-conversational/skills/prompt-compression/SKILL.md
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library/specializations/ai-agents-conversational/skills/prompt-injection-detector/SKILL.md
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library/specializations/ai-agents-conversational/skills/prompt-template-design/SKILL.md
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library/specializations/ai-agents-conversational/skills/qdrant-integration/SKILL.md
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library/specializations/ai-agents-conversational/skills/rag-chunking-strategy/SKILL.md
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library/specializations/ai-agents-conversational/skills/rag-embedding-generation/SKILL.md
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library/specializations/ai-agents-conversational/skills/rag-hybrid-search/README.md
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[Credential-related source omitted] - Network accessline 319
- [Pinecone Hybrid Search Guide](https://docs.pinecone.io/docs/hybrid-search) - Network accessline 320
- [Weaviate Hybrid Search](https://weaviate.io/developers/weaviate/search/hybrid) - Network accessline 321
- [RAG Fusion Paper](https://arxiv.org/abs/2402.03367) - Network accessline 322
- [Claude Context](https://github.com/zilliztech/claude-context) - Network accessline 326
- [MCP Local RAG](https://github.com/shinpr/mcp-local-rag) - Network accessline 327
- [LangChain Retrievers](https://python.langchain.com/docs/modules/data_connection/retrievers/) - Network accessline 328
- [LlamaIndex Hybrid Search](https://docs.llamaindex.ai/en/stable/examples/retrievers/bm25_retriever.html)
library/specializations/ai-agents-conversational/skills/rag-hybrid-search/SKILL.md
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[Credential-related source omitted] - Network accessline 156
client = weaviate.Client("http://localhost:8080") - Network accessline 247
- [Claude Context (Zilliz)](https://github.com/zilliztech/claude-context) - Hybrid search MCP - Network accessline 248
- [MCP Local RAG](https://github.com/shinpr/mcp-local-rag) - Local-first RAG with hybrid search - Network accessline 249
- [LangChain Anthropic MCP Server](https://glama.ai/mcp/servers/@spencer-life/langchain-anthropic-mcp-server) - Network accessline 250
- [Pinecone Hybrid Search](https://docs.pinecone.io/docs/hybrid-search) - Network accessline 251
- [Weaviate Hybrid Search](https://weaviate.io/developers/weaviate/search/hybrid)
library/specializations/ai-agents-conversational/skills/rag-query-transformation/SKILL.md
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library/specializations/ai-agents-conversational/skills/rag-reranking/SKILL.md
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library/specializations/ai-agents-conversational/skills/rasa-nlu-integration/SKILL.md
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library/specializations/ai-agents-conversational/skills/redis-memory-backend/SKILL.md
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library/specializations/ai-agents-conversational/skills/semantic-kernel-setup/SKILL.md
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library/specializations/ai-agents-conversational/skills/setfit-few-shot/SKILL.md
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library/specializations/ai-agents-conversational/skills/single-file-bundling/README.md
library/specializations/ai-agents-conversational/skills/single-file-bundling/SKILL.md
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Read, Write, Edit, Bash - Network accessline 338
- [vite-plugin-singlefile](https://github.com/nicogulo/vite-plugin-singlefile) - Network accessline 339
- [Vite Documentation](https://vitejs.dev/) - Network accessline 340
- [MCP Apps SDK Examples](https://github.com/modelcontextprotocol/ext-apps/tree/main/examples)
library/specializations/ai-agents-conversational/skills/spacy-ner/SKILL.md
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library/specializations/ai-agents-conversational/skills/visual-pattern-induction/SKILL.md
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library/specializations/ai-agents-conversational/skills/weaviate-integration/SKILL.md
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library/specializations/ai-agents-conversational/skills/zep-memory-integration/SKILL.md
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library/specializations/algorithms-optimization/skills/algorithm-visualizer/SKILL.md
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library/specializations/algorithms-optimization/skills/atcoder-client/README.md
library/specializations/algorithms-optimization/skills/atcoder-client/SKILL.md
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library/specializations/algorithms-optimization/skills/code-profiler/SKILL.md
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library/specializations/algorithms-optimization/skills/code-template-manager/SKILL.md
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library/specializations/algorithms-optimization/skills/codeforces-api-client/README.md
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Based on the official Codeforces API: https://codeforces.com/apiHelp
library/specializations/algorithms-optimization/skills/codeforces-api-client/SKILL.md
library/specializations/algorithms-optimization/skills/complexity-analyzer/README.md
- Network accessline 289
- [Introduction to Algorithms (CLRS)](https://mitpress.mit.edu/books/introduction-algorithms) - Network accessline 290
- [Master Theorem](https://en.wikipedia.org/wiki/Master_theorem) - Network accessline 291
- [Amortized Analysis](https://en.wikipedia.org/wiki/Amortized_analysis) - Network accessline 292
- [Big O Cheat Sheet](https://www.bigocheatsheet.com/)
library/specializations/algorithms-optimization/skills/complexity-analyzer/SKILL.md
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Bash, Read, Write, Grep, Glob - Network accessline 79
- [TimeComplexity.ai](https://www.timecomplexity.ai/) - AI-powered runtime complexity - Network accessline 80
- [Big-O Calculator](https://github.com/DmelladoH/Big-O-Calculator) - Web-based analysis - Network accessline 243
- [AST MCP Server](https://github.com/angrysky56/ast-mcp-server) - Network accessline 244
- [Code Analysis MCP](https://github.com/saiprashanths/code-analysis-mcp) - Network accessline 245
- [TimeComplexity.ai](https://www.timecomplexity.ai/) - Network accessline 246
- [Big-O Calculator](https://github.com/DmelladoH/Big-O-Calculator) - Network accessline 247
- [MCP Reasoner](https://github.com/Jacck/mcp-reasoner)
library/specializations/algorithms-optimization/skills/cses-tracker/README.md
library/specializations/algorithms-optimization/skills/cses-tracker/SKILL.md
library/specializations/algorithms-optimization/skills/dp-pattern-library/README.md
- Network accessline 364
- [LeetCode DP Patterns Discussion](https://leetcode.com/discuss/general-discussion/458695/) - Network accessline 365
- [AtCoder DP Contest](https://atcoder.jp/contests/dp) - Network accessline 366
- [CSES DP Section](https://cses.fi/problemset/) - Network accessline 367
- [Dynamic Programming Patterns GitHub](https://github.com/aatalyk/Dynamic-Programming-Patterns)
library/specializations/algorithms-optimization/skills/dp-pattern-library/SKILL.md
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Bash, Read, Write, Grep, Glob, WebSearch - Network accessline 248
- [Dynamic Programming Patterns](https://github.com/aatalyk/Dynamic-Programming-Patterns) - Network accessline 249
- [DP Visualization Tools](https://dp.debkbanerji.com/) - Network accessline 250
- [LeetCode DP Patterns](https://leetcode.com/discuss/general-discussion/458695/dynamic-programming-patterns) - Network accessline 251
- [CP Algorithms - DP](https://cp-algorithms.com/dynamic_programming.html) - Network accessline 252
- [CSES DP Section](https://cses.fi/problemset/list/)
library/specializations/algorithms-optimization/skills/interview-problem-bank/README.md
- Network accessline 320
- [Blind 75](https://www.teamblind.com/post/New-Year-Gift---Curated-List-of-Top-75-LeetCode-Questions-to-Save-Your-Time-OaM1orEU) - Network accessline 321
- [NeetCode Roadmap](https://neetcode.io/roadmap) - Network accessline 322
- [Tech Interview Handbook](https://www.techinterviewhandbook.org/) - Network accessline 323
- [LeetCode Patterns](https://seanprashad.com/leetcode-patterns/) - Network accessline 324
- [Grind 75](https://www.techinterviewhandbook.org/grind75)
library/specializations/algorithms-optimization/skills/interview-problem-bank/SKILL.md
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"companies": ["Google", "Amazon", "Meta", "Apple", "Microsoft"], "frequency": 95, "url": "https://leetcode.com/problems/two-sum/", - Network accessline 154
"frequency": 95, "url": "https://leetcode.com/problems/two-sum/", "premiumAlternative": null, - Network accessline 155
"url": "https://leetcode.com/problems/two-sum/", - Network accessline 270
- [Tech Interview Handbook](https://github.com/yangshun/tech-interview-handbook) - Network accessline 271
- [Coding Interview University](https://github.com/jwasham/coding-interview-university) - Network accessline 272
- [FAANG Coding Interview Questions](https://github.com/ombharatiya/FAANG-Coding-Interview-Questions) - Network accessline 273
- [neerazz/FAANG](https://github.com/neerazz/FAANG) - Network accessline 274
- [Interviews (kdn251)](https://github.com/kdn251/interviews) - Network accessline 311
- [Blind 75 List](https://www.teamblind.com/post/New-Year-Gift---Curated-List-of-Top-75-LeetCode-Questions-to-Save-Your-Time-OaM1orEU) - Network accessline 312
- [NeetCode](https://neetcode.io/) - Network accessline 313
- [Sean Prashad's LeetCode Patterns](https://seanprashad.com/leetcode-patterns/) - Network accessline 314
- [Tech Interview Handbook](https://github.com/yangshun/tech-interview-handbook) - Network accessline 315
- [InterviewReady MCP](https://github.com/InterviewReady/mcp-server)
library/specializations/algorithms-optimization/skills/leetcode-problem-fetcher/README.md
- Network accessline 204
- [LeetCode GraphQL API](https://leetcode.com/graphql) - Network accessline 205
- [LeetCode MCP Server](https://github.com/jinzcdev/leetcode-mcp-server) - Network accessline 206
- [Competitive Companion](https://github.com/jmerle/competitive-companion) - Network accessline 207
- [LeetCode Patterns](https://seanprashad.com/leetcode-patterns/)
library/specializations/algorithms-optimization/skills/leetcode-problem-fetcher/SKILL.md
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Bash, Read, Write, WebFetch, WebSearch - Network accessline 81
// GraphQL endpoint for LeetCode const LEETCODE_GRAPHQL = 'https://leetcode.com/graphql'; - Network accessline 82
const LEETCODE_GRAPHQL = 'https://leetcode.com/graphql'; - Network accessline 105
**Competitive Companion** - Parses problems from LeetCode and 115+ other online judges: - Chrome: [competitive-companion](https://chrome.google.com/webstore/detail/competitive-companion) - Network accessline 106
- Chrome: [competitive-companion](https://chrome.google.com/webstore/detail/competitive-companion) - Network accessline 107
- Firefox: [competitive-companion](https://addons.mozilla.org/en-US/firefox/addon/competitive-companion) - Network accessline 186
- [LeetCode MCP Server (jinzcdev)](https://github.com/jinzcdev/leetcode-mcp-server) - Network accessline 187
- [LeetCode MCP Server (doggybee)](https://github.com/doggybee/mcp-server-leetcode) - Network accessline 188
- [Competitive Companion](https://github.com/jmerle/competitive-companion) - Network accessline 189
- [Competitive Programming Helper (CPH)](https://github.com/agrawal-d/cph)
library/specializations/algorithms-optimization/skills/solution-comparator/SKILL.md
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library/specializations/algorithms-optimization/skills/test-case-generator/README.md
- Network accessline 356
- [testlib.h Documentation](https://codeforces.com/testlib) - Network accessline 357
- [QuickTest CLI](https://github.com/LuchoBazz/quicktest) - Network accessline 358
- [Stress Testing Guide](https://github.com/7oSkaaa/Stress_Testing) - Network accessline 359
- [Polygon Test Generator](https://polygon.codeforces.com/)
library/specializations/algorithms-optimization/skills/test-case-generator/SKILL.md
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Bash, Read, Write, Grep, Glob - Network accessline 83
git clone https://github.com/7oSkaaa/Stress_Testing - Network accessline 320
- [QuickTest CLI](https://github.com/LuchoBazz/quicktest) - Network accessline 321
- [Stress Testing (7oSkaaa)](https://github.com/7oSkaaa/Stress_Testing) - Network accessline 322
- [testlib.h](https://github.com/MikeMirzayanov/testlib) - Network accessline 323
- [Competitive Programming Stress Testing](https://github.com/mrsac7/Competitive-Programming-Stress-Testing) - Network accessline 324
- [Test Case Generator](https://github.com/Tanmay-901/test-case-generator)
library/specializations/backend-development/skills/backend-async-processing/SKILL.md
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library/specializations/backend-development/skills/background-job-processing/SKILL.md
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library/specializations/backend-development/skills/database-drivers-connectors/SKILL.md
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library/specializations/backend-development/skills/email-notification-delivery/SKILL.md
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library/specializations/backend-development/skills/growing-outside-in-systems/README.md
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- [Growing Object-Oriented Software, Guided by Tests](http://www.growing-object-oriented-software.com/) — Steve Freeman & Nat Pryce (2009) - Network accessline 81
- [Big Design Up-Front or Emergent Design? Hexagonal Architecture Gives Us Both](https://www.shaiyallin.com/post/big-design-up-front-or-emergent-design-hexagonal-architecture-gives-us-both) — Shai Yallin (2020) - Network accessline 82
- [Hexagonal Architecture](https://alistair.cockburn.us/hexagonal-architecture/) — Alistair Cockburn (2005) - Network accessline 83
- [Contract Test](https://martinfowler.com/bliki/ContractTest.html) — Martin Fowler - Network accessline 84
- [Component Test](https://martinfowler.com/bliki/ComponentTest.html) — Martin Fowler - Network accessline 85
- [Bounded Context](https://martinfowler.com/bliki/BoundedContext.html) — Martin Fowler
library/specializations/backend-development/skills/growing-outside-in-systems/SKILL.md
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- [Growing Object-Oriented Software, Guided by Tests](http://www.growing-object-oriented-software.com/) — Steve Freeman & Nat Pryce (2009) - Network accessline 166
- [Big Design Up-Front or Emergent Design? Hexagonal Architecture Gives Us Both](https://www.shaiyallin.com/post/big-design-up-front-or-emergent-design-hexagonal-architecture-gives-us-both) — Shai Yallin (2020) - Network accessline 167
- [Hexagonal Architecture](https://alistair.cockburn.us/hexagonal-architecture/) — Alistair Cockburn (2005) - Network accessline 168
- [Contract Test](https://martinfowler.com/bliki/ContractTest.html) — Martin Fowler - Network accessline 169
- [Component Test](https://martinfowler.com/bliki/ComponentTest.html) — Martin Fowler - Network accessline 170
- [Bounded Context](https://martinfowler.com/bliki/BoundedContext.html) — Martin Fowler
library/specializations/backend-development/skills/growing-outside-in-systems/references/methodology.md
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- Alistair Cockburn's Hexagonal Architecture — ports and adapters, domain isolation - The testing matrix approach — categorizing tests by speed and scope rather than a simple pyramid - https://www.shaiyallin.com/post/big-design-up-front-or- - Network accessline 50
- https://www.shaiyallin.com/post/big-design-up-front-or-emergent-design-hexagonal-architecture-gives-us-both
library/specializations/backend-development/skills/rust-async-runtime/SKILL.md
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library/specializations/backend-development/skills/webhook-verification/SKILL.md
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library/specializations/cli-mcp-development/skills/argparse-scaffolder/README.md
library/specializations/cli-mcp-development/skills/argparse-scaffolder/SKILL.md
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- argparse Documentation: https://docs.python.org/3/library/argparse.html - Network accessline 290
- argparse Tutorial: https://docs.python.org/3/howto/argparse.html - Network accessline 291
- PEP 389 - argparse: https://peps.python.org/pep-0389/
library/specializations/cli-mcp-development/skills/argument-validator-generator/SKILL.md
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library/specializations/cli-mcp-development/skills/bash-script-template/SKILL.md
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library/specializations/cli-mcp-development/skills/bats-test-scaffolder/SKILL.md
library/specializations/cli-mcp-development/skills/blessed-widget-generator/SKILL.md
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library/specializations/cli-mcp-development/skills/bubble-tea-scaffolder/SKILL.md
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library/specializations/cli-mcp-development/skills/chalk-styling-system/SKILL.md
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library/specializations/cli-mcp-development/skills/chocolatey-package-generator/SKILL.md
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<?xml version="1.0" encoding="utf-8"?> <package xmlns="http://schemas.microsoft.com/packaging/2015/06/nuspec.xsd"> - Network accessline 23
<package xmlns="http://schemas.microsoft.com/packaging/2015/06/nuspec.xsd"> - Network accessline 27
<title>My App</title> <authors>My Name</authors> <projectUrl>https://github.com/myuser/myapp</projectUrl> - Network accessline 28
<authors>My Name</authors> <projectUrl>https://github.com/myuser/myapp</projectUrl> <licenseUrl>https://github.com/myuser/myapp/blob/main/LICENSE</licenseUrl> - Network accessline 29
<projectUrl>https://github.com/myuser/myapp</projectUrl> - Network accessline 30
<licenseUrl>https://github.com/myuser/myapp/blob/main/LICENSE</licenseUrl>
library/specializations/cli-mcp-development/skills/clap-scaffolder/README.md
library/specializations/cli-mcp-development/skills/clap-scaffolder/SKILL.md
library/specializations/cli-mcp-development/skills/cli-e2e-test-harness/SKILL.md
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library/specializations/cli-mcp-development/skills/cli-mock-stdin/SKILL.md
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library/specializations/cli-mcp-development/skills/cli-progress-bar-setup/SKILL.md
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library/specializations/cli-mcp-development/skills/cli-snapshot-tester/SKILL.md
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library/specializations/cli-mcp-development/skills/cli-table-formatter/SKILL.md
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library/specializations/cli-mcp-development/skills/click-scaffolder/README.md
library/specializations/cli-mcp-development/skills/click-scaffolder/SKILL.md
library/specializations/cli-mcp-development/skills/cobra-scaffolder/README.md
library/specializations/cli-mcp-development/skills/cobra-scaffolder/SKILL.md
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- Cobra Documentation: https://cobra.dev/ - Network accessline 231
- Cobra GitHub: https://github.com/spf13/cobra - Network accessline 232
- Viper GitHub: https://github.com/spf13/viper - Network accessline 233
- Go Project Layout: https://github.com/golang-standards/project-layout
library/specializations/cli-mcp-development/skills/code-signing-setup/SKILL.md
library/specializations/cli-mcp-development/skills/commander-js-scaffolder/README.md
library/specializations/cli-mcp-development/skills/commander-js-scaffolder/SKILL.md
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- Commander.js Documentation: https://github.com/tj/commander.js - Network accessline 182
- Commander.js Examples: https://github.com/tj/commander.js/tree/master/examples - Network accessline 183
- Node.js CLI Best Practices: https://clig.dev/
library/specializations/cli-mcp-development/skills/config-migration-generator/SKILL.md
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library/specializations/cli-mcp-development/skills/config-schema-validator/SKILL.md
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library/specializations/cli-mcp-development/skills/cosmiconfig-setup/SKILL.md
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library/specializations/cli-mcp-development/skills/cross-env-setup/SKILL.md
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library/specializations/cli-mcp-development/skills/cross-platform-path-handler/SKILL.md
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library/specializations/cli-mcp-development/skills/dotenv-integration/README.md
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[Credential-related source omitted]
library/specializations/cli-mcp-development/skills/dotenv-integration/SKILL.md
library/specializations/cli-mcp-development/skills/encoding-handler/SKILL.md
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library/specializations/cli-mcp-development/skills/env-var-mapper/README.md
library/specializations/cli-mcp-development/skills/env-var-mapper/SKILL.md
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[Credential-related source omitted] - Access to secretsline 34
[Credential-related source omitted] - Access to secretsline 43
[Credential-related source omitted] - Access to secretsline 82
[Credential-related source omitted] - Access to secretsline 156
[Credential-related source omitted] - Access to secretsline 249
[Credential-related source omitted] - Access to secretsline 321
[Credential-related source omitted]
library/specializations/cli-mcp-development/skills/getopts-parser-generator/SKILL.md
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library/specializations/cli-mcp-development/skills/goreleaser-setup/SKILL.md
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owner: myuser name: homebrew-tap homepage: https://github.com/myuser/myapp - Network accessline 48
name: homebrew-tap homepage: https://github.com/myuser/myapp description: My CLI application - Network accessline 49
homepage: https://github.com/myuser/myapp
library/specializations/cli-mcp-development/skills/help-text-formatter/SKILL.md
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library/specializations/cli-mcp-development/skills/homebrew-formula-generator/SKILL.md
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class Myapp < Formula desc "My CLI application" homepage "https://github.com/myuser/myapp" - Network accessline 23
desc "My CLI application" homepage "https://github.com/myuser/myapp" url "https://github.com/myuser/myapp/releases/download/v1.0.0/myapp-1.0.0.tar.gz" - Network accessline 24
homepage "https://github.com/myuser/myapp" url "https://github.com/myuser/myapp/releases/download/v1.0.0/myapp-1.0.0.tar.gz" sha256 "abc123..." - Network accessline 25
url "https://github.com/myuser/myapp/releases/download/v1.0.0/myapp-1.0.0.tar.gz"
library/specializations/cli-mcp-development/skills/ink-component-generator/SKILL.md
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library/specializations/cli-mcp-development/skills/inquirer-prompt-generator/README.md
- Network accessline 425
- [Inquirer.js](https://github.com/SBoudrias/Inquirer.js) - Network accessline 426
- [@inquirer/prompts](https://www.npmjs.com/package/@inquirer/prompts) - Network accessline 427
- [Chalk](https://github.com/chalk/chalk) - Network accessline 428
- [Ora](https://github.com/sindresorhus/ora)
library/specializations/cli-mcp-development/skills/inquirer-prompt-generator/SKILL.md
library/specializations/cli-mcp-development/skills/line-ending-normalizer/SKILL.md
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library/specializations/cli-mcp-development/skills/mcp-capability-declarator/SKILL.md
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library/specializations/cli-mcp-development/skills/mcp-error-code-mapper/SKILL.md
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library/specializations/cli-mcp-development/skills/mcp-inspector-integration/SKILL.md
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library/specializations/cli-mcp-development/skills/mcp-mock-client/SKILL.md
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library/specializations/cli-mcp-development/skills/mcp-resource-uri-designer/SKILL.md
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Read, Write, Edit, Bash, Glob, Grep - Network accessline 138
- `file://` - File system resources - `db://` - Database resources - `http://`, `https://` - Web resources - Network accessline 139
- `db://` - Database resources - `http://`, `https://` - Web resources - `git://` - Git repository resources - Network accessline 140
- `http://`, `https://` - Web resources
library/specializations/cli-mcp-development/skills/mcp-sdk-python-bootstrapper/SKILL.md
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library/specializations/cli-mcp-development/skills/mcp-sdk-typescript-bootstrapper/README.md
- Network accessline 262
- [MCP TypeScript SDK](https://github.com/modelcontextprotocol/typescript-sdk) - Network accessline 263
- [MCP Specification](https://modelcontextprotocol.io/) - Network accessline 264
- [MCP Inspector](https://github.com/modelcontextprotocol/inspector) - Network accessline 265
- [Official MCP Servers](https://github.com/modelcontextprotocol/servers)
library/specializations/cli-mcp-development/skills/mcp-sdk-typescript-bootstrapper/SKILL.md
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Read, Write, Edit, Bash, Glob, Grep - Network accessline 284
- MCP TypeScript SDK: https://github.com/modelcontextprotocol/typescript-sdk - Network accessline 285
- MCP Specification: https://modelcontextprotocol.io/ - Network accessline 286
- MCP Server Examples: https://github.com/modelcontextprotocol/servers
library/specializations/cli-mcp-development/skills/mcp-tool-schema-generator/README.md
- Network accessline 115
{ "$schema": "https://json-schema.org/draft/2020-12/schema", - Network accessline 116
"$schema": "https://json-schema.org/draft/2020-12/schema", - Network accessline 289
- [JSON Schema Specification](https://json-schema.org/) - Network accessline 290
- [MCP Tool Schema Documentation](https://modelcontextprotocol.io/docs/tools) - Network accessline 291
- [Zod Documentation](https://zod.dev/) - Network accessline 292
- [TypeScript Handbook](https://www.typescriptlang.org/docs/)
library/specializations/cli-mcp-development/skills/mcp-tool-schema-generator/SKILL.md
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{ "$schema": "https://json-schema.org/draft/2020-12/schema", - Network accessline 101
"$schema": "https://json-schema.org/draft/2020-12/schema", - Network accessline 296
- JSON Schema Specification: https://json-schema.org/ - Network accessline 297
- MCP Tool Documentation: https://modelcontextprotocol.io/docs/tools - Network accessline 298
- Zod Documentation: https://zod.dev/
library/specializations/cli-mcp-development/skills/mcp-transport-sse-setup/README.md
library/specializations/cli-mcp-development/skills/mcp-transport-sse-setup/SKILL.md
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library/specializations/cli-mcp-development/skills/mcp-transport-websocket-setup/SKILL.md
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library/specializations/cli-mcp-development/skills/mutually-exclusive-group-handler/SKILL.md
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library/specializations/cli-mcp-development/skills/npm-publish-config/SKILL.md
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"publishConfig": { "access": "public", "registry": "https://registry.npmjs.org/" - Network accessline 31
"access": "public", "registry": "https://registry.npmjs.org/" }, - Network accessline 32
"registry": "https://registry.npmjs.org/"
library/specializations/cli-mcp-development/skills/oclif-scaffolder/README.md
library/specializations/cli-mcp-development/skills/oclif-scaffolder/SKILL.md
library/specializations/cli-mcp-development/skills/ora-spinner-integration/SKILL.md
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library/specializations/cli-mcp-development/skills/pkg-binary-builder/SKILL.md
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library/specializations/cli-mcp-development/skills/plugin-dependency-resolver/SKILL.md
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library/specializations/cli-mcp-development/skills/plugin-hook-system/SKILL.md
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library/specializations/cli-mcp-development/skills/plugin-loader-generator/SKILL.md
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library/specializations/cli-mcp-development/skills/plugin-manifest-schema/SKILL.md
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library/specializations/cli-mcp-development/skills/plugin-sandbox-setup/SKILL.md
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library/specializations/cli-mcp-development/skills/posix-shell-validator/SKILL.md
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library/specializations/cli-mcp-development/skills/pyinstaller-config/SKILL.md
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library/specializations/cli-mcp-development/skills/scoop-manifest-generator/SKILL.md
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"version": "1.0.0", "description": "My CLI application", "homepage": "https://github.com/myuser/myapp", - Network accessline 24
"description": "My CLI application", "homepage": "https://github.com/myuser/myapp", "license": "MIT", - Network accessline 25
"homepage": "https://github.com/myuser/myapp", "license": "MIT", "url": "https://github.com/myuser/myapp/releases/download/v1.0.0/myapp-win-x64.zip", - Network accessline 26
"license": "MIT", "url": "https://github.com/myuser/myapp/releases/download/v1.0.0/myapp-win-x64.zip", "hash": "sha256:abc123...", - Network accessline 27
"url": "https://github.com/myuser/myapp/releases/download/v1.0.0/myapp-win-x64.zip", - Network accessline 30
"checkver": "github", "autoupdate": { "url": "https://github.com/myuser/myapp/releases/download/v$version/myapp-win-x64.zip" - Network accessline 31
"autoupdate": { "url": "https://github.com/myuser/myapp/releases/download/v$version/myapp-win-x64.zip" } - Network accessline 32
"url": "https://github.com/myuser/myapp/releases/download/v$version/myapp-win-x64.zip"
library/specializations/cli-mcp-development/skills/shell-completion-generator/README.md
- Network accessline 296
- [Bash Completion](https://github.com/scop/bash-completion) - Network accessline 297
- [Zsh Completion System](https://zsh.sourceforge.io/Doc/Release/Completion-System.html) - Network accessline 298
- [Fish Completions](https://fishshell.com/docs/current/completions.html) - Network accessline 299
- [Carapace](https://github.com/carapace-sh/carapace-bin)
library/specializations/cli-mcp-development/skills/shell-completion-generator/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 339
- Bash Completion Guide: https://github.com/scop/bash-completion - Network accessline 340
- Zsh Completion System: https://zsh.sourceforge.io/Doc/Release/Completion-System.html - Network accessline 341
- Fish Completions: https://fishshell.com/docs/current/completions.html - Network accessline 342
- Carapace: https://github.com/carapace-sh/carapace-bin
library/specializations/cli-mcp-development/skills/shellcheck-config-generator/SKILL.md
library/specializations/cli-mcp-development/skills/terminal-capability-detector/SKILL.md
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library/specializations/cli-mcp-development/skills/textual-scaffolder/SKILL.md
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library/specializations/cli-mcp-development/skills/trap-handler-generator/SKILL.md
library/specializations/cli-mcp-development/skills/tui-test-renderer/SKILL.md
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library/specializations/cli-mcp-development/skills/viper-go-setup/SKILL.md
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library/specializations/cli-mcp-development/skills/yaml-json-toml-loader/SKILL.md
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library/specializations/cli-mcp-development/skills/yargs-scaffolder/README.md
library/specializations/cli-mcp-development/skills/yargs-scaffolder/SKILL.md
library/specializations/code-migration-modernization/skills/api-compatibility-analyzer/README.md
library/specializations/code-migration-modernization/skills/api-compatibility-analyzer/SKILL.md
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library/specializations/code-migration-modernization/skills/api-inventory-scanner/SKILL.md
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library/specializations/code-migration-modernization/skills/architecture-analyzer/README.md
- Network accessline 424
- [SKILL.md](./SKILL.md) - Full skill specification - [Madge Documentation](https://github.com/pahen/madge) - Network accessline 425
- [Madge Documentation](https://github.com/pahen/madge) - Network accessline 426
- [C4 Model](https://c4model.com/) - Network accessline 427
- [Clean Architecture](https://blog.cleancoder.com/uncle-bob/2012/08/13/the-clean-architecture.html)
library/specializations/code-migration-modernization/skills/architecture-analyzer/SKILL.md
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Bash - Network accessline 392
- [Structure101](https://structure101.com/) - Network accessline 393
- [Lattix](https://www.lattix.com/) - Network accessline 394
- [NDepend](https://www.ndepend.com/) - Network accessline 395
- [Madge](https://github.com/pahen/madge) - Network accessline 396
- [C4 Model](https://c4model.com/) - Network accessline 397
- [Architecture Decision Records](https://adr.github.io/)
library/specializations/code-migration-modernization/skills/authentication-migrator/README.md
library/specializations/code-migration-modernization/skills/authentication-migrator/SKILL.md
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library/specializations/code-migration-modernization/skills/build-system-migrator/README.md
library/specializations/code-migration-modernization/skills/build-system-migrator/SKILL.md
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library/specializations/code-migration-modernization/skills/characterization-test-generator/README.md
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"mockStrategy": "record-replay", "externalServices": { "https://api.example.com": "mock", - Network accessline 137
"externalServices": { "https://api.example.com": "mock", "database": "in-memory" - Network accessline 138
"https://api.example.com": "mock", - Network accessline 469
- [SKILL.md](./SKILL.md) - Full skill specification - [ApprovalTests](https://approvaltests.com/) - Network accessline 470
- [ApprovalTests](https://approvaltests.com/) - Network accessline 471
- [Jest Snapshot Testing](https://jestjs.io/docs/snapshot-testing) - Network accessline 472
- [Working Effectively with Legacy Code](https://www.oreilly.com/library/view/working-effectively-with/0131177052/)
library/specializations/code-migration-modernization/skills/characterization-test-generator/SKILL.md
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Bash - Network accessline 424
- [ApprovalTests](https://github.com/approvals) - Network accessline 425
- [Jest Snapshot Testing](https://jestjs.io/docs/snapshot-testing) - Network accessline 426
- [AI Testing MCP](https://github.com/Twisted66/ai-testing-mcp) - Network accessline 427
- [Working Effectively with Legacy Code](https://www.oreilly.com/library/view/working-effectively-with/0131177052/) - Network accessline 428
- [Characterization Tests](https://michaelfeathers.silvrback.com/characterization-testing)
library/specializations/code-migration-modernization/skills/cloud-cost-estimator/README.md
library/specializations/code-migration-modernization/skills/cloud-cost-estimator/SKILL.md
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library/specializations/code-migration-modernization/skills/cloud-readiness-assessor/README.md
library/specializations/code-migration-modernization/skills/cloud-readiness-assessor/SKILL.md
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library/specializations/code-migration-modernization/skills/code-smell-detector/README.md
library/specializations/code-migration-modernization/skills/code-smell-detector/SKILL.md
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library/specializations/code-migration-modernization/skills/codemod-executor/README.md
library/specializations/code-migration-modernization/skills/codemod-executor/SKILL.md
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library/specializations/code-migration-modernization/skills/compliance-validator/README.md
library/specializations/code-migration-modernization/skills/compliance-validator/SKILL.md
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library/specializations/code-migration-modernization/skills/configuration-migrator/README.md
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library/specializations/code-migration-modernization/skills/configuration-migrator/SKILL.md
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library/specializations/code-migration-modernization/skills/containerization-assistant/README.md
- Network accessline 83
- [SKILL.md](./SKILL.md) - Full skill specification - [Dockerfile Best Practices](https://docs.docker.com/develop/develop-images/dockerfile_best-practices/) - Network accessline 84
- [Dockerfile Best Practices](https://docs.docker.com/develop/develop-images/dockerfile_best-practices/)
library/specializations/code-migration-modernization/skills/containerization-assistant/SKILL.md
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library/specializations/code-migration-modernization/skills/contract-test-generator/README.md
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# Using Pact pact-provider-verifier --provider-base-url=http://api - Network accessline 25
pact-provider-verifier --provider-base-url=http://api - Network accessline 57
"provider": { "name": "user-service", "baseUrl": "http://localhost:8080" - Network accessline 58
"name": "user-service", "baseUrl": "http://localhost:8080" }, - Network accessline 59
"baseUrl": "http://localhost:8080" - Network accessline 60
}, "pact": { "broker": "https://pact.example.com", - Network accessline 61
"pact": { "broker": "https://pact.example.com", "publishContracts": true - Network accessline 62
"broker": "https://pact.example.com", - Network accessline 70
- [SKILL.md](./SKILL.md) - Full skill specification - [Pact](https://docs.pact.io/) - Network accessline 71
- [Pact](https://docs.pact.io/) - Network accessline 72
- [Spring Cloud Contract](https://spring.io/projects/spring-cloud-contract)
library/specializations/code-migration-modernization/skills/contract-test-generator/SKILL.md
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library/specializations/code-migration-modernization/skills/data-migration-validator/README.md
library/specializations/code-migration-modernization/skills/data-migration-validator/SKILL.md
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library/specializations/code-migration-modernization/skills/dead-code-eliminator/SKILL.md
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library/specializations/code-migration-modernization/skills/dependency-scanner/README.md
- Network accessline 354
- [SKILL.md](./SKILL.md) - Full skill specification - [Trivy Documentation](https://aquasecurity.github.io/trivy/) - Network accessline 355
- [Trivy Documentation](https://aquasecurity.github.io/trivy/) - Network accessline 356
- [CycloneDX Specification](https://cyclonedx.org/specification/overview/) - Network accessline 357
- [SPDX Specification](https://spdx.dev/specifications/)
library/specializations/code-migration-modernization/skills/dependency-scanner/SKILL.md
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Bash - Network accessline 322
- [SBOM Generator MCP Server (Trivy)](https://playbooks.com/mcp/trivy-sbom-generator) - Network accessline 323
- [GitHub Dependabot MCP Server](https://mcp.so/server/github-dependabot-mcp-server) - Network accessline 324
- [Renovate](https://github.com/renovatebot/renovate) - Network accessline 325
- [OWASP Dependency-Check](https://github.com/jeremylong/DependencyCheck) - Network accessline 326
- [CycloneDX Specification](https://cyclonedx.org/) - Network accessline 327
- [SPDX Specification](https://spdx.dev/)
library/specializations/code-migration-modernization/skills/dependency-updater/SKILL.md
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library/specializations/code-migration-modernization/skills/documentation-generator/README.md
library/specializations/code-migration-modernization/skills/documentation-generator/SKILL.md
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library/specializations/code-migration-modernization/skills/domain-model-extractor/README.md
library/specializations/code-migration-modernization/skills/domain-model-extractor/SKILL.md
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library/specializations/code-migration-modernization/skills/etl-pipeline-builder/README.md
library/specializations/code-migration-modernization/skills/etl-pipeline-builder/SKILL.md
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library/specializations/code-migration-modernization/skills/event-sourcing-migrator/README.md
library/specializations/code-migration-modernization/skills/event-sourcing-migrator/SKILL.md
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library/specializations/code-migration-modernization/skills/framework-compatibility-checker/README.md
library/specializations/code-migration-modernization/skills/framework-compatibility-checker/SKILL.md
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library/specializations/code-migration-modernization/skills/iac-generator/README.md
library/specializations/code-migration-modernization/skills/iac-generator/SKILL.md
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library/specializations/code-migration-modernization/skills/knowledge-extractor/SKILL.md
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library/specializations/code-migration-modernization/skills/legacy-code-interpreter/README.md
- Network accessline 63
- [SKILL.md](./SKILL.md) - Full skill specification - [Working Effectively with Legacy Code](https://www.oreilly.com/library/view/working-effectively-with/0131177052/) - Network accessline 64
- [Working Effectively with Legacy Code](https://www.oreilly.com/library/view/working-effectively-with/0131177052/)
library/specializations/code-migration-modernization/skills/legacy-code-interpreter/SKILL.md
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library/specializations/code-migration-modernization/skills/license-compliance-checker/README.md
library/specializations/code-migration-modernization/skills/license-compliance-checker/SKILL.md
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library/specializations/code-migration-modernization/skills/logging-migrator/README.md
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"aggregation": { "type": "elasticsearch", "endpoint": "https://elk.example.com", - Network accessline 71
"type": "elasticsearch", "endpoint": "https://elk.example.com", "index": "logs-{service}-{date}" - Network accessline 72
"endpoint": "https://elk.example.com", - Network accessline 85
- [SKILL.md](./SKILL.md) - Full skill specification - [Elastic Common Schema](https://www.elastic.co/guide/en/ecs/current/) - Network accessline 86
- [Elastic Common Schema](https://www.elastic.co/guide/en/ecs/current/)
library/specializations/code-migration-modernization/skills/logging-migrator/SKILL.md
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library/specializations/code-migration-modernization/skills/migration-validator/README.md
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{ "source": { "baseUrl": "https://legacy.example.com", - Network accessline 54
"source": { "baseUrl": "https://legacy.example.com", "headers": {} - Network accessline 55
"baseUrl": "https://legacy.example.com", - Network accessline 57
}, "target": { "baseUrl": "https://new.example.com", - Network accessline 58
"target": { "baseUrl": "https://new.example.com", "headers": {} - Network accessline 59
"baseUrl": "https://new.example.com",
library/specializations/code-migration-modernization/skills/migration-validator/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/code-migration-modernization/skills/openapi-generator/README.md
library/specializations/code-migration-modernization/skills/openapi-generator/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/code-migration-modernization/skills/performance-baseline-capturer/README.md
- Network accessline 62
{ "name": "API", "url": "https://api.example.com", - Network accessline 63
"name": "API", "url": "https://api.example.com", "scenarios": ["./scenarios/*.js"] - Network accessline 64
"url": "https://api.example.com", - Network accessline 77
- [SKILL.md](./SKILL.md) - Full skill specification - [k6](https://k6.io/) - Network accessline 78
- [k6](https://k6.io/) - Network accessline 79
- [JMeter](https://jmeter.apache.org/)
library/specializations/code-migration-modernization/skills/performance-baseline-capturer/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/code-migration-modernization/skills/query-translator/README.md
library/specializations/code-migration-modernization/skills/query-translator/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/code-migration-modernization/skills/refactoring-assistant/README.md
- Network accessline 66
- [SKILL.md](./SKILL.md) - Full skill specification - [Refactoring: Improving the Design of Existing Code](https://martinfowler.com/books/refactoring.html) - Network accessline 67
- [Refactoring: Improving the Design of Existing Code](https://martinfowler.com/books/refactoring.html)
library/specializations/code-migration-modernization/skills/refactoring-assistant/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/code-migration-modernization/skills/rollback-automation-skill/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/code-migration-modernization/skills/schema-comparator/README.md
library/specializations/code-migration-modernization/skills/schema-comparator/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/code-migration-modernization/skills/soap-to-rest-converter/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/code-migration-modernization/skills/static-code-analyzer/README.md
- Network accessline 113
{ "sonarqube": { "serverUrl": "https://sonarcloud.io", - Network accessline 114
"sonarqube": { "serverUrl": "https://sonarcloud.io", "projectKey": "my-organization_my-project", - Network accessline 115
"serverUrl": "https://sonarcloud.io", - Access to secretsline 117
[Credential-related source omitted] - Network accessline 269
- [SKILL.md](./SKILL.md) - Full skill specification - [SonarQube MCP Server](https://github.com/SonarSource/sonarqube-mcp-server) - Network accessline 270
- [SonarQube MCP Server](https://github.com/SonarSource/sonarqube-mcp-server) - Network accessline 271
- [ast-grep Documentation](https://ast-grep.github.io/)
library/specializations/code-migration-modernization/skills/static-code-analyzer/SKILL.md
- Broad permissionsline 1
Bash - Network accessline 249
- [SonarQube MCP Server](https://github.com/SonarSource/sonarqube-mcp-server) - Network accessline 250
- [ast-grep MCP Server](https://github.com/ast-grep/ast-grep-mcp) - Network accessline 251
- [SonarQube Documentation](https://docs.sonarsource.com/) - Network accessline 252
- [ast-grep Documentation](https://ast-grep.github.io/)
library/specializations/code-migration-modernization/skills/strangler-fig-orchestrator/README.md
- Network accessline 54
{ "legacy": { "baseUrl": "http://legacy.internal", - Network accessline 55
"legacy": { "baseUrl": "http://legacy.internal", "endpoints": ["/api/users", "/api/orders"] - Network accessline 56
"baseUrl": "http://legacy.internal", - Network accessline 58
}, "modern": { "baseUrl": "http://new.internal", - Network accessline 59
"modern": { "baseUrl": "http://new.internal", "endpoints": ["/api/users", "/api/orders"] - Network accessline 60
"baseUrl": "http://new.internal", - Network accessline 78
- [SKILL.md](./SKILL.md) - Full skill specification - [Strangler Fig Pattern](https://martinfowler.com/bliki/StranglerFigApplication.html) - Network accessline 79
- [Strangler Fig Pattern](https://martinfowler.com/bliki/StranglerFigApplication.html)
library/specializations/code-migration-modernization/skills/strangler-fig-orchestrator/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/code-migration-modernization/skills/technical-debt-quantifier/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/code-migration-modernization/skills/test-coverage-analyzer/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/code-migration-modernization/skills/ui-component-migrator/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/code-migration-modernization/skills/vulnerability-scanner/README.md
- Network accessline 209
**References**: - [CVE-2024-38816](https://nvd.nist.gov/vuln/detail/CVE-2024-38816) - Network accessline 210
- [CVE-2024-38816](https://nvd.nist.gov/vuln/detail/CVE-2024-38816) - Network accessline 211
- [Spring Security Advisory](https://spring.io/security/cve-2024-38816) - Network accessline 217
{ "$schema": "https://raw.githubusercontent.com/oasis-tcs/sarif-spec/master/Schemata/sarif-schema-2.1.0.json", - Network accessline 218
"$schema": "https://raw.githubusercontent.com/oasis-tcs/sarif-spec/master/Schemata/sarif-schema-2.1.0.json", - Network accessline 393
- [SKILL.md](./SKILL.md) - Full skill specification - [Snyk Documentation](https://docs.snyk.io/) - Network accessline 394
- [Snyk Documentation](https://docs.snyk.io/) - Network accessline 395
- [Trivy Documentation](https://aquasecurity.github.io/trivy/) - Network accessline 396
- [NVD](https://nvd.nist.gov/)
library/specializations/code-migration-modernization/skills/vulnerability-scanner/SKILL.md
- Broad permissionsline 1
Bash - Network accessline 339
- [MCP-Scan](https://github.com/invariantlabs-ai/mcp-scan) - Network accessline 340
- [Trivy](https://aquasecurity.github.io/trivy/) - Network accessline 341
- [Snyk](https://snyk.io/) - Network accessline 342
- [OWASP Dependency-Check](https://owasp.org/www-project-dependency-check/) - Network accessline 343
- [OSV Scanner](https://google.github.io/osv-scanner/) - Network accessline 344
- [NVD](https://nvd.nist.gov/) - Network accessline 345
- [GitHub Advisory Database](https://github.com/advisories)
library/specializations/collaboration/code-review/six-dimension-review.js
- Executable scriptline 1
Executable file
library/specializations/collaboration/code-review/validator.js
- Executable scriptline 1
Executable file - Network accessline 8
* @outputs { success, approved, blockers, deferredFindings, dimensionResults } * * Source: https://raw.githubusercontent.com/a5c-ai/registry/main/prompts/development/validator-agent.prompt.md - Network accessline 9
* * Source: https://raw.githubusercontent.com/a5c-ai/registry/main/prompts/development/validator-agent.prompt.md * @graph - Network accessline 10
* Source: https://raw.githubusercontent.com/a5c-ai/registry/main/prompts/development/validator-agent.prompt.md
library/specializations/collaboration/github/pr-lifecycle-feature.js
- Executable scriptline 1
Executable file
library/specializations/common-utilities/skills/compression-archiving/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/common-utilities/skills/date-time-manipulation/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/common-utilities/skills/editor-fluency/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/common-utilities/skills/json-data-wrangling/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/common-utilities/skills/python-implementation/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/common-utilities/skills/vision-extraction/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/cryptography-blockchain/skills/bug-bounty/README.md
- Network accessline 175
"type": "coordinated", "date": "2024-02-15", "advisoryUrl": "https://..." - Network accessline 176
"date": "2024-02-15", "advisoryUrl": "https://..." } - Network accessline 177
"advisoryUrl": "https://..." - Network accessline 184
- [Immunefi Bug Bounty Platform](https://immunefi.com/) - Network accessline 185
- [HackerOne Disclosure Guidelines](https://www.hackerone.com/disclosure-guidelines) - Network accessline 186
- [CVSS Calculator](https://www.first.org/cvss/calculator/3.1) - Network accessline 187
- [GitHub Security Advisories](https://docs.github.com/en/code-security/security-advisories)
library/specializations/cryptography-blockchain/skills/bug-bounty/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch, WebSearch - Network accessline 27
| Tool | Purpose | Reference | |------|---------|-----------| | **Trail of Bits Skills** | Security analysis, property testing | [building-secure-contracts](https://github.com/trailofbits/skills) | - Network accessline 28
|------|---------|-----------| | **Trail of Bits Skills** | Security analysis, property testing | [building-secure-contracts](https://github.com/trailofbits/skills) | | **Slither MCP** | Static analysis for validation | [slither-mcp](https: - Network accessline 29
| **Trail of Bits Skills** | Security analysis, property testing | [building-secure-contracts](https://github.com/trailofbits/skills) | - Network accessline 30
| **Slither MCP** | Static analysis for validation | [slither-mcp](https://github.com/trailofbits/slither-mcp) | - Network accessline 31
| **Phalcon MCP** | Transaction analysis | [phalcon-mcp](https://github.com/mark3labs/phalcon-mcp) | - Network accessline 38
program: name: "Protocol Name" website: "https://protocol.xyz" - Network accessline 40
website: "https://protocol.xyz" - Network accessline 48
websites: - type: "Web Application" target: "https://app.protocol.xyz" - Network accessline 49
- type: "Web Application" target: "https://app.protocol.xyz" severity: "High" - Network accessline 50
target: "https://app.protocol.xyz"
library/specializations/cryptography-blockchain/skills/certora-prover/README.md
library/specializations/cryptography-blockchain/skills/certora-prover/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Dangerous shell operationline 30
sudo apt install openjdk-17-jdk - Network accessline 343
- `skills/echidna-fuzzer/SKILL.md` - Property fuzzing - `agents/formal-methods/AGENT.md` - Verification expert - [Certora Documentation](https://docs.certora.com/) - Network accessline 345
- [Certora Documentation](https://docs.certora.com/)
library/specializations/cryptography-blockchain/skills/chain-forensics/README.md
- Network accessline 34
# Get basic transaction info cast tx 0xTxHash --rpc-url https://eth-mainnet.g.alchemy.com/v2/KEY - Network accessline 35
cast tx 0xTxHash --rpc-url https://eth-mainnet.g.alchemy.com/v2/KEY - Network accessline 37
# Get internal transactions curl "https://api.etherscan.io/api\ - Network accessline 38
curl "https://api.etherscan.io/api\ - Network accessline 51
# Get transaction history curl "https://api.etherscan.io/api\ - Network accessline 52
curl "https://api.etherscan.io/api\ - Network accessline 61
# Get token transfers curl "https://api.etherscan.io/api\ - Network accessline 62
curl "https://api.etherscan.io/api\ - Access to secretsline 198
[Credential-related source omitted] - Access to secretsline 203
[Credential-related source omitted] - Network accessline 211
- [Chainalysis Guides](https://www.chainalysis.com/resources/) - Network accessline 212
- [Etherscan API Docs](https://docs.etherscan.io/) - Network accessline 213
- [Dune Analytics Docs](https://dune.com/docs/) - Network accessline 214
- [OFAC Sanctions List](https://www.treasury.gov/resource-center/sanctions) - Network accessline 215
- [Flashbots Documentation](https://docs.flashbots.net/)
library/specializations/cryptography-blockchain/skills/chain-forensics/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch, WebSearch - Network accessline 27
| Tool | Purpose | Reference | |------|---------|-----------| | **Phalcon MCP** | Transaction analysis, exploit detection | [phalcon-mcp](https://github.com/mark3labs/phalcon-mcp) | - Network accessline 28
|------|---------|-----------| | **Phalcon MCP** | Transaction analysis, exploit detection | [phalcon-mcp](https://github.com/mark3labs/phalcon-mcp) | | **whale-tracker-mcp** | Large transaction monitoring | [whale-tracker](https://github.c - Network accessline 29
| **Phalcon MCP** | Transaction analysis, exploit detection | [phalcon-mcp](https://github.com/mark3labs/phalcon-mcp) | - Network accessline 30
| **whale-tracker-mcp** | Large transaction monitoring | [whale-tracker](https://github.com/kukapay/whale-tracker-mcp) | - Network accessline 31
| **bicscan-mcp** | Address risk scoring | [bicscan](https://github.com/ahnlabio/bicscan-mcp) | - Network accessline 32
| **dune-analytics-mcp** | Custom queries, analytics | [dune](https://github.com/kukapay/dune-analytics-mcp) | - Network accessline 33
| **Etherscan MCP** | Block explorer data | [etherscan](https://github.com/haomingdev/etherscan-mcp) | - Network accessline 46
[Credential-related source omitted] - Network accessline 47
[Credential-related source omitted] - Network accessline 320
| Tool | Purpose | URL | |------|---------|-----| | **Etherscan** | Explorer, API | [etherscan.io](https://etherscan.io) | - Network accessline 321
|------|---------|-----| | **Etherscan** | Explorer, API | [etherscan.io](https://etherscan.io) | | **Dune Analytics** | Custom queries | [dune.com](https://dune.com) | - Network accessline 322
| **Etherscan** | Explorer, API | [etherscan.io](https://etherscan.io) | - Network accessline 323
| **Dune Analytics** | Custom queries | [dune.com](https://dune.com) | - Network accessline 324
| **Nansen** | Wallet labels, flows | [nansen.ai](https://nansen.ai) | - Network accessline 325
| **Arkham Intelligence** | Entity attribution | [arkhamintelligence.com](https://www.arkhamintelligence.com) | - Network accessline 326
| **Chainalysis Reactor** | Investigation platform | [chainalysis.com](https://www.chainalysis.com) | - Network accessline 327
| **TRM Labs** | Risk scoring | [trmlabs.com](https://www.trmlabs.com) | - Network accessline 328
| **Phalcon** | Tx analysis | [phalcon.blocksec.com](https://phalcon.blocksec.com) |
library/specializations/cryptography-blockchain/skills/consensus-protocols/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/cryptography-blockchain/skills/cross-chain/README.md
library/specializations/cryptography-blockchain/skills/cross-chain/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Access to secretsline 97
[Credential-related source omitted] - Access to secretsline 101
[Credential-related source omitted] - Network accessline 380
- `skills/solidity-dev/SKILL.md` - Contract development - `agents/bridge-architect/AGENT.md` - Bridge expert - [LayerZero Docs](https://docs.layerzero.network/) - Network accessline 381
- `agents/bridge-architect/AGENT.md` - Bridge expert - [LayerZero Docs](https://docs.layerzero.network/) - [CCIP Docs](https://docs.chain.link/ccip) - Network accessline 382
- [LayerZero Docs](https://docs.layerzero.network/) - Network accessline 383
- [CCIP Docs](https://docs.chain.link/ccip)
library/specializations/cryptography-blockchain/skills/crypto-primitives/README.md
- Network accessline 184
- [Noble Cryptography](https://paulmillr.com/noble/) - Network accessline 185
- [BIP-32 Specification](https://github.com/bitcoin/bips/blob/master/bip-0032.mediawiki) - Network accessline 186
- [BIP-39 Mnemonic Code](https://github.com/bitcoin/bips/blob/master/bip-0039.mediawiki) - Network accessline 187
- [ECDSA Security](https://cryptobook.nakov.com/digital-signatures/ecdsa-sign-verify-messages)
library/specializations/cryptography-blockchain/skills/crypto-primitives/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 294
| Library | Purpose | URL | |---------|---------|-----| | **@noble/curves** | Elliptic curves (secp256k1, ed25519, BLS12-381) | [noble-curves](https://github.com/paulmillr/noble-curves) | - Network accessline 295
|---------|---------|-----| | **@noble/curves** | Elliptic curves (secp256k1, ed25519, BLS12-381) | [noble-curves](https://github.com/paulmillr/noble-curves) | | **@noble/hashes** | Hash functions (SHA, Keccak, BLAKE) | [noble-hashes](https - Network accessline 296
| **@noble/curves** | Elliptic curves (secp256k1, ed25519, BLS12-381) | [noble-curves](https://github.com/paulmillr/noble-curves) | - Network accessline 297
| **@noble/hashes** | Hash functions (SHA, Keccak, BLAKE) | [noble-hashes](https://github.com/paulmillr/noble-hashes) | - Network accessline 298
| **@scure/bip32** | HD key derivation | [scure-bip32](https://github.com/paulmillr/scure-bip32) | - Network accessline 299
| **@scure/bip39** | Mnemonic generation | [scure-bip39](https://github.com/paulmillr/scure-bip39) | - Network accessline 300
| **libsodium** | General-purpose crypto | [libsodium.js](https://github.com/nicktomlin/libsodium.js) | - Network accessline 301
| **circomlibjs** | ZK-friendly crypto | [circomlibjs](https://github.com/iden3/circomlibjs) |
library/specializations/cryptography-blockchain/skills/defi-protocols/README.md
library/specializations/cryptography-blockchain/skills/defi-protocols/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 369
provider, wallet, "https://relay.flashbots.net" - Network accessline 370
wallet, "https://relay.flashbots.net" ); - Network accessline 371
"https://relay.flashbots.net" - Network accessline 414
- `skills/solidity-dev/SKILL.md` - Solidity development - `agents/defi-architect/AGENT.md` - DeFi expert - [DeFiLlama](https://defillama.com/) - Protocol TVL - Network accessline 416
- [DeFiLlama](https://defillama.com/) - Protocol TVL
library/specializations/cryptography-blockchain/skills/echidna-fuzzer/README.md
library/specializations/cryptography-blockchain/skills/echidna-fuzzer/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 32
# Or download binary curl -LO https://github.com/crytic/echidna/releases/latest/download/echidna-Linux - Network accessline 33
curl -LO https://github.com/crytic/echidna/releases/latest/download/echidna-Linux - Network accessline 355
- `skills/foundry-framework/SKILL.md` - Forge invariant testing - `agents/solidity-auditor/AGENT.md` - Security auditor - [Echidna Documentation](https://github.com/crytic/echidna) - Network accessline 357
- [Echidna Documentation](https://github.com/crytic/echidna)
library/specializations/cryptography-blockchain/skills/evm-analysis/README.md
- Network accessline 32
# Fetch bytecode cast code 0xContractAddress --rpc-url https://eth-mainnet.g.alchemy.com/v2/YOUR_KEY > contract.bin - Network accessline 33
cast code 0xContractAddress --rpc-url https://eth-mainnet.g.alchemy.com/v2/YOUR_KEY > contract.bin - Network accessline 43
cast storage 0xProxyAddress \ 0x360894a13ba1a3210667c828492db98dca3e2076cc3735a920a3ca505d382bbc \ --rpc-url https://eth-mainnet.g.alchemy.com/v2/YOUR_KEY - Network accessline 45
--rpc-url https://eth-mainnet.g.alchemy.com/v2/YOUR_KEY - Network accessline 145
- [EVM Codes Reference](https://www.evm.codes/) - Network accessline 146
- [Ethereum Yellow Paper](https://ethereum.github.io/yellowpaper/paper.pdf) - Network accessline 147
- [EIP-1967: Proxy Storage Slots](https://eips.ethereum.org/EIPS/eip-1967) - Network accessline 148
- [Foundry Book - Cast](https://book.getfoundry.sh/cast/)
library/specializations/cryptography-blockchain/skills/evm-analysis/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 30
| Server | Purpose | Install | |--------|---------|---------| | **EVM MCP Tools** | Smart contract auditing, security analysis | [0xGval/evm-mcp-tools](https://github.com/0xGval/evm-mcp-tools) | - Network accessline 31
|--------|---------|---------| | **EVM MCP Tools** | Smart contract auditing, security analysis | [0xGval/evm-mcp-tools](https://github.com/0xGval/evm-mcp-tools) | | **Solidity Contract Analyzer** | Contract code analysis with metadata | [S - Network accessline 32
| **EVM MCP Tools** | Smart contract auditing, security analysis | [0xGval/evm-mcp-tools](https://github.com/0xGval/evm-mcp-tools) | - Network accessline 33
| **Solidity Contract Analyzer** | Contract code analysis with metadata | [Skywork](https://skywork.ai/skypage/en/smart-contract-analysis-solidity) | - Network accessline 125
# Using curl curl -X POST <rpc> \ - Network accessline 126
curl -X POST <rpc> \ - Network accessline 174
| Tool | Purpose | URL | |------|---------|-----| | **Foundry Cast** | CLI bytecode interaction | [foundry-rs/foundry](https://github.com/foundry-rs/foundry) | - Network accessline 175
|------|---------|-----| | **Foundry Cast** | CLI bytecode interaction | [foundry-rs/foundry](https://github.com/foundry-rs/foundry) | | **evm.codes** | Opcode reference | [evm.codes](https://www.evm.codes/) | - Network accessline 176
| **Foundry Cast** | CLI bytecode interaction | [foundry-rs/foundry](https://github.com/foundry-rs/foundry) | - Network accessline 177
| **evm.codes** | Opcode reference | [evm.codes](https://www.evm.codes/) | - Network accessline 178
| **Dedaub** | Decompiler | [dedaub.com](https://app.dedaub.com/decompile) | - Network accessline 179
| **Heimdall** | Advanced decompiler | [heimdall-rs](https://github.com/Jon-Becker/heimdall-rs) | - Network accessline 180
| **panoramix** | Python decompiler | [eveem.org](https://eveem.org/) |
library/specializations/cryptography-blockchain/skills/foundry-framework/README.md
- Network accessline 19
# Install Foundry curl -L https://foundry.paradigm.xyz | bash - Dangerous shell operationline 20
curl -L https://foundry.paradigm.xyz | bash - Network accessline 20
curl -L https://foundry.paradigm.xyz | bash - Network accessline 49
- [SKILL.md](./SKILL.md) - Full skill specification - [Foundry Book](https://book.getfoundry.sh/) - Network accessline 50
- [Foundry Book](https://book.getfoundry.sh/) - Network accessline 51
- [GitHub](https://github.com/foundry-rs/foundry)
library/specializations/cryptography-blockchain/skills/foundry-framework/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 29
# Install Foundry curl -L https://foundry.paradigm.xyz | bash - Dangerous shell operationline 30
curl -L https://foundry.paradigm.xyz | bash - Network accessline 30
curl -L https://foundry.paradigm.xyz | bash - Access to secretsline 88
[Credential-related source omitted] - Access to secretsline 89
[Credential-related source omitted] - Network accessline 275
# Impersonate account cast rpc anvil_impersonateAccount 0x... --rpc-url http://localhost:8545 - Network accessline 276
cast rpc anvil_impersonateAccount 0x... --rpc-url http://localhost:8545 - Network accessline 278
# Set balance cast rpc anvil_setBalance 0x... 0x1000000000000000000 --rpc-url http://localhost:8545 - Network accessline 279
cast rpc anvil_setBalance 0x... 0x1000000000000000000 --rpc-url http://localhost:8545 - Network accessline 281
# Mine blocks cast rpc anvil_mine 10 --rpc-url http://localhost:8545 - Network accessline 282
cast rpc anvil_mine 10 --rpc-url http://localhost:8545 - Network accessline 284
# Set block timestamp cast rpc evm_setNextBlockTimestamp 1700000000 --rpc-url http://localhost:8545 - Network accessline 285
cast rpc evm_setNextBlockTimestamp 1700000000 --rpc-url http://localhost:8545 - Access to secretsline 304
[Credential-related source omitted] - Network accessline 367
- `skills/echidna-fuzzer/SKILL.md` - Advanced fuzzing - `skills/gas-optimization/SKILL.md` - Gas optimization - [Foundry Book](https://book.getfoundry.sh/) - Network accessline 369
- [Foundry Book](https://book.getfoundry.sh/)
library/specializations/cryptography-blockchain/skills/gas-optimization/README.md
- Network accessline 156
- [EVM Opcodes Reference](https://www.evm.codes/) - Network accessline 157
- [Solidity Gas Optimization Tips](https://www.rareskills.io/post/gas-optimization) - Network accessline 158
- [Foundry Gas Reports](https://book.getfoundry.sh/forge/gas-reports) - Network accessline 159
- [OpenZeppelin Gas Patterns](https://docs.openzeppelin.com/contracts/4.x/api/utils#Arrays)
library/specializations/cryptography-blockchain/skills/gas-optimization/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 27
| Tool | Purpose | Reference | |------|---------|-----------| | **Foundry MCP** | Gas reports, testing | [foundry-mcp-server](https://github.com/PraneshASP/foundry-mcp-server) | - Network accessline 28
|------|---------|-----------| | **Foundry MCP** | Gas reports, testing | [foundry-mcp-server](https://github.com/PraneshASP/foundry-mcp-server) | | **EVM MCP Tools** | Opcode analysis | [evm-mcp-tools](https://github.com/0xGval/evm-mcp-too - Network accessline 29
| **Foundry MCP** | Gas reports, testing | [foundry-mcp-server](https://github.com/PraneshASP/foundry-mcp-server) | - Network accessline 30
| **EVM MCP Tools** | Opcode analysis | [evm-mcp-tools](https://github.com/0xGval/evm-mcp-tools) | - Network accessline 334
| Tool | Purpose | URL | |------|---------|-----| | **Foundry** | Gas reporting | [foundry-rs](https://github.com/foundry-rs/foundry) | - Network accessline 335
|------|---------|-----| | **Foundry** | Gas reporting | [foundry-rs](https://github.com/foundry-rs/foundry) | | **Hardhat Gas Reporter** | Gas reports | [hardhat-gas-reporter](https://github.com/cgewecke/hardhat-gas-reporter) | - Network accessline 336
| **Foundry** | Gas reporting | [foundry-rs](https://github.com/foundry-rs/foundry) | - Network accessline 337
| **Hardhat Gas Reporter** | Gas reports | [hardhat-gas-reporter](https://github.com/cgewecke/hardhat-gas-reporter) | - Network accessline 338
| **evm.codes** | Opcode costs | [evm.codes](https://www.evm.codes/) | - Network accessline 339
| **Solidity Optimizer** | Compiler optimization | [Solidity Docs](https://docs.soliditylang.org/en/latest/internals/optimizer.html) |
library/specializations/cryptography-blockchain/skills/hardhat-framework/README.md
library/specializations/cryptography-blockchain/skills/hardhat-framework/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Access to secretsline 75
[Credential-related source omitted] - Access to secretsline 79
[Credential-related source omitted] - Access to secretsline 84
[Credential-related source omitted] - Access to secretsline 90
[Credential-related source omitted] - Access to secretsline 115
[Credential-related source omitted] - Network accessline 364
- `skills/foundry-framework/SKILL.md` - Alternative framework - `skills/openzeppelin/SKILL.md` - Contract libraries - [Hardhat Documentation](https://hardhat.org/docs) - Network accessline 366
- [Hardhat Documentation](https://hardhat.org/docs)
library/specializations/cryptography-blockchain/skills/mythril-symbolic/README.md
library/specializations/cryptography-blockchain/skills/mythril-symbolic/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 307
- `skills/echidna-fuzzer/SKILL.md` - Property-based fuzzing - `agents/solidity-auditor/AGENT.md` - Security auditor - [Mythril Documentation](https://mythril-classic.readthedocs.io/) - Network accessline 309
- [Mythril Documentation](https://mythril-classic.readthedocs.io/)
library/specializations/cryptography-blockchain/skills/node-operations/README.md
- Network accessline 25
lighthouse bn \ --network mainnet \ --execution-endpoint http://localhost:8551 \ - Network accessline 26
--network mainnet \ --execution-endpoint http://localhost:8551 \ --execution-jwt /path/to/jwt.hex - Network accessline 27
--execution-endpoint http://localhost:8551 \ - Network accessline 33
- [SKILL.md](./SKILL.md) - Full skill specification - [Ethereum.org Staking](https://ethereum.org/staking) - Network accessline 34
- [Ethereum.org Staking](https://ethereum.org/staking) - Network accessline 35
- [EthStaker Guide](https://ethstaker.cc/)
library/specializations/cryptography-blockchain/skills/node-operations/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Dangerous shell operationline 32
sudo add-apt-repository -y ppa:ethereum/ethereum - Dangerous shell operationline 33
sudo apt-get update - Dangerous shell operationline 34
sudo apt-get install ethereum - Network accessline 36
# Or download binary wget https://gethstore.blob.core.windows.net/builds/geth-linux-amd64-1.13.0-xxx.tar.gz - Network accessline 37
wget https://gethstore.blob.core.windows.net/builds/geth-linux-amd64-1.13.0-xxx.tar.gz - Dangerous shell operationline 39
sudo mv geth-linux-amd64-*/geth /usr/local/bin/ - Dangerous shell operationline 89
sudo systemctl daemon-reload - Dangerous shell operationline 90
sudo systemctl enable geth - Dangerous shell operationline 91
sudo systemctl start geth - Network accessline 129
# Install Lighthouse curl -LO https://github.com/sigp/lighthouse/releases/download/v4.5.0/lighthouse-v4.5.0-x86_64-unknown-linux-gnu.tar.gz - Network accessline 130
curl -LO https://github.com/sigp/lighthouse/releases/download/v4.5.0/lighthouse-v4.5.0-x86_64-unknown-linux-gnu.tar.gz - Dangerous shell operationline 132
sudo mv lighthouse /usr/local/bin/ - Network accessline 145
ExecStart=/usr/local/bin/lighthouse bn --network mainnet --datadir /var/lib/lighthouse --execution-endpoint http://localhost:8551 - Network accessline 146
--network mainnet \ --datadir /var/lib/lighthouse \ --execution-endpoint http://localhost:8551 \ - Network accessline 147
--datadir /var/lib/lighthouse \ --execution-endpoint http://localhost:8551 \ --execution-jwt /var/lib/geth/jwt.hex \ - Network accessline 148
--execution-endpoint http://localhost:8551 \ - Network accessline 149
--execution-jwt /var/lib/geth/jwt.hex \ --checkpoint-sync-url https://beaconstate.ethstaker.cc \ --http \ - Network accessline 150
--checkpoint-sync-url https://beaconstate.ethstaker.cc \ - Network accessline 166
# Install Prysm curl https://raw.githubusercontent.com/prysmaticlabs/prysm/master/prysm.sh --output prysm.sh - Network accessline 167
curl https://raw.githubusercontent.com/prysmaticlabs/prysm/master/prysm.sh --output prysm.sh - Network accessline 180
ExecStart=/usr/local/bin/prysm.sh beacon-chain --mainnet --datadir=/var/lib/prysm --execution-endpoint=http://localhost:8551 - Network accessline 181
--mainnet \ --datadir=/var/lib/prysm \ --execution-endpoint=http://localhost:8551 \ - Network accessline 182
[Credential-related source omitted] - Network accessline 183
--execution-endpoint=http://localhost:8551 \ - Network accessline 184
[Credential-related source omitted] - Network accessline 185
--checkpoint-sync-url=https://beaconstate.ethstaker.cc \ - Network accessline 186
--genesis-beacon-api-url=https://beaconstate.ethstaker.cc \ - Network accessline 202
# Install deposit-cli wget https://github.com/ethereum/staking-deposit-cli/releases/download/v2.7.0/staking_deposit-cli-fdab65d-linux-amd64.tar.gz - Network accessline 203
wget https://github.com/ethereum/staking-deposit-cli/releases/download/v2.7.0/staking_deposit-cli-fdab65d-linux-amd64.tar.gz - Network accessline 235
ExecStart=/usr/local/bin/lighthouse vc --network mainnet --datadir /var/lib/lighthouse --beacon-nodes http://localhost:5052 - Network accessline 236
--network mainnet \ --datadir /var/lib/lighthouse \ --beacon-nodes http://localhost:5052 \ - Network accessline 237
--datadir /var/lib/lighthouse \ --beacon-nodes http://localhost:5052 \ --graffiti "MyValidator" \ - Network accessline 238
--beacon-nodes http://localhost:5052 \ - Network accessline 266
ExecStart=/usr/local/bin/mev-boost -mainnet -relay-check -relay https://0xac6e77dfe25ecd6110b8e780608cce0dab71fdd5ebea22a16c0205200f2f8e2e3ad3b71d3499c54ad14d6c21b41a37ae@boost-relay.flashbots.net - Network accessline 267
-mainnet \ -relay-check \ -relay https://0xac6e77dfe25ecd6110b8e780608cce0dab71fdd5ebea22a16c0205200f2f8e2e3ad3b71d3499c54ad14d6c21b41a37ae@boost-relay.flashbots.net \ - Network accessline 268
-relay-check \ -relay https://0xac6e77dfe25ecd6110b8e780608cce0dab71fdd5ebea22a16c0205200f2f8e2e3ad3b71d3499c54ad14d6c21b41a37ae@boost-relay.flashbots.net \ -relay https://0xa1559ace749633b997cb3fdacffb890aeebdb0f5a3b6aaa7eeeaf1a38af0a8 - Network accessline 269
-relay https://0xac6e77dfe25ecd6110b8e780608cce0dab71fdd5ebea22a16c0205200f2f8e2e3ad3b71d3499c54ad14d6c21b41a37ae@boost-relay.flashbots.net \ - Network accessline 270
-relay https://0xa1559ace749633b997cb3fdacffb890aeebdb0f5a3b6aaa7eeeaf1a38af0a8fe88b9e4b1f61f236d2e64d95733327a62@relay.ultrasound.money - Network accessline 300
# Check Geth sync status geth attach http://localhost:8545 --exec "eth.syncing" - Network accessline 301
geth attach http://localhost:8545 --exec "eth.syncing" - Network accessline 303
# Check Lighthouse sync status curl -s http://localhost:5052/eth/v1/node/syncing | jq - Network accessline 304
curl -s http://localhost:5052/eth/v1/node/syncing | jq - Network accessline 306
# Check validator status curl -s http://localhost:5052/eth/v1/beacon/states/head/validators/0x... | jq - Network accessline 307
curl -s http://localhost:5052/eth/v1/beacon/states/head/validators/0x... | jq - Network accessline 309
# Check peer count geth attach --exec "admin.peers.length" curl -s http://localhost:5052/eth/v1/node/peers | jq '.data | length' - Network accessline 311
curl -s http://localhost:5052/eth/v1/node/peers | jq '.data | length' - Network accessline 352
- `agents/blockchain-infra/AGENT.md` - Infrastructure expert - [Ethereum.org Staking](https://ethereum.org/staking) - Network accessline 353
- [Ethereum.org Staking](https://ethereum.org/staking) - Network accessline 354
- [EthStaker](https://ethstaker.cc/)
library/specializations/cryptography-blockchain/skills/openzeppelin/README.md
library/specializations/cryptography-blockchain/skills/openzeppelin/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 367
- `skills/solidity-dev/SKILL.md` - Solidity development - [OpenZeppelin Docs](https://docs.openzeppelin.com/) - Network accessline 368
- [OpenZeppelin Docs](https://docs.openzeppelin.com/) - Network accessline 369
- [Contracts Wizard](https://wizard.openzeppelin.com/)
library/specializations/cryptography-blockchain/skills/slither-analysis/README.md
- Network accessline 45
- [SKILL.md](./SKILL.md) - Full skill specification - [Slither GitHub](https://github.com/crytic/slither) - Network accessline 46
- [Slither GitHub](https://github.com/crytic/slither) - Network accessline 47
- [Detector Documentation](https://github.com/crytic/slither/wiki/Detector-Documentation)
library/specializations/cryptography-blockchain/skills/slither-analysis/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 181
WIKI = "https://example.com/my-detector" - Network accessline 286
- `skills/echidna-fuzzer/SKILL.md` - Property-based fuzzing - `agents/solidity-auditor/AGENT.md` - Security auditor agent - [Slither Documentation](https://github.com/crytic/slither) - Network accessline 288
- [Slither Documentation](https://github.com/crytic/slither)
library/specializations/cryptography-blockchain/skills/solidity-dev/README.md
library/specializations/cryptography-blockchain/skills/solidity-dev/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 227
| Tool | Purpose | Installation | |------|---------|--------------| | **Foundry** | Development framework | `curl -L https://foundry.paradigm.xyz \| bash` | - Network accessline 228
|------|---------|--------------| | **Foundry** | Development framework | `curl -L https://foundry.paradigm.xyz \| bash` | | **Hardhat** | Development framework | `npm install hardhat` | - Dangerous shell operationline 229
| **Foundry** | Development framework | `curl -L https://foundry.paradigm.xyz \| bash` | - Network accessline 229
| **Foundry** | Development framework | `curl -L https://foundry.paradigm.xyz \| bash` |
library/specializations/cryptography-blockchain/skills/subgraph-indexing/README.md
library/specializations/cryptography-blockchain/skills/subgraph-indexing/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 267
# Deploy to hosted service (deprecated) graph deploy --node https://api.thegraph.com/deploy/ \ - Network accessline 268
graph deploy --node https://api.thegraph.com/deploy/ \ - Network accessline 269
--ipfs https://api.thegraph.com/ipfs/ \ - Network accessline 350
- `skills/wallet-integration/SKILL.md` - dApp integration - `agents/web3-frontend/AGENT.md` - Frontend expert - [The Graph Documentation](https://thegraph.com/docs/) - Network accessline 352
- [The Graph Documentation](https://thegraph.com/docs/)
library/specializations/cryptography-blockchain/skills/tokenomics/README.md
library/specializations/cryptography-blockchain/skills/tokenomics/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 375
- `skills/defi-protocols/SKILL.md` - DeFi integration - `agents/defi-architect/AGENT.md` - DeFi expert - [cadCAD Documentation](https://cadcad.org/) - Network accessline 377
- [cadCAD Documentation](https://cadcad.org/)
library/specializations/cryptography-blockchain/skills/wallet-integration/README.md
library/specializations/cryptography-blockchain/skills/wallet-integration/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 396
- `skills/subgraph-indexing/SKILL.md` - Data indexing - `agents/web3-frontend/AGENT.md` - Frontend expert - [wagmi Documentation](https://wagmi.sh/) - Network accessline 397
- `agents/web3-frontend/AGENT.md` - Frontend expert - [wagmi Documentation](https://wagmi.sh/) - [viem Documentation](https://viem.sh/) - Network accessline 398
- [wagmi Documentation](https://wagmi.sh/) - Network accessline 399
- [viem Documentation](https://viem.sh/)
library/specializations/cryptography-blockchain/skills/zk-circuits/README.md
- Network accessline 30
# Install curl -L https://raw.githubusercontent.com/noir-lang/noirup/main/install | bash - Dangerous shell operationline 31
curl -L https://raw.githubusercontent.com/noir-lang/noirup/main/install | bash - Network accessline 31
curl -L https://raw.githubusercontent.com/noir-lang/noirup/main/install | bash - Network accessline 57
- [SKILL.md](./SKILL.md) - Full skill specification - [Circom Docs](https://docs.circom.io/) - Network accessline 58
- [Circom Docs](https://docs.circom.io/) - Network accessline 59
- [Noir Docs](https://noir-lang.org/docs/)
library/specializations/cryptography-blockchain/skills/zk-circuits/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 32
# Install Circom curl --proto '=https' --tlsv1.2 https://sh.rustup.rs -sSf | sh - Dangerous shell operationline 33
curl --proto '=https' --tlsv1.2 https://sh.rustup.rs -sSf | sh - Network accessline 33
curl --proto '=https' --tlsv1.2 https://sh.rustup.rs -sSf | sh - Network accessline 34
git clone https://github.com/iden3/circom.git - Network accessline 187
# Install Noir (Nargo) curl -L https://raw.githubusercontent.com/noir-lang/noirup/main/install | bash - Dangerous shell operationline 188
curl -L https://raw.githubusercontent.com/noir-lang/noirup/main/install | bash - Network accessline 188
curl -L https://raw.githubusercontent.com/noir-lang/noirup/main/install | bash - Network accessline 338
- `skills/crypto-primitives/SKILL.md` - Cryptographic primitives - `agents/zk-cryptographer/AGENT.md` - ZK expert agent - [Circom Documentation](https://docs.circom.io/) - Network accessline 339
- `agents/zk-cryptographer/AGENT.md` - ZK expert agent - [Circom Documentation](https://docs.circom.io/) - [Noir Documentation](https://noir-lang.org/docs/) - Network accessline 340
- [Circom Documentation](https://docs.circom.io/) - Network accessline 341
- [Noir Documentation](https://noir-lang.org/docs/)
library/specializations/data-engineering-analytics/skills/ab-test-statistical-analyzer/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-engineering-analytics/skills/airflow-dag-analyzer/README.md
- Network accessline 288
"args": ["-m", "mcp_server_apache_airflow"], "env": { "AIRFLOW_HOST": "http://localhost:8080", - Network accessline 289
"env": { "AIRFLOW_HOST": "http://localhost:8080", "AIRFLOW_USERNAME": "admin" - Network accessline 290
"AIRFLOW_HOST": "http://localhost:8080", - Network accessline 354
- [Apache Airflow Best Practices](https://airflow.apache.org/docs/apache-airflow/stable/best-practices.html) - Network accessline 355
- [Astronomer Guides](https://docs.astronomer.io/learn) - Network accessline 356
- [Airflow TaskFlow API](https://airflow.apache.org/docs/apache-airflow/stable/tutorial/taskflow.html) - Network accessline 357
- [Deferrable Operators](https://airflow.apache.org/docs/apache-airflow/stable/authoring-and-scheduling/deferring.html)
library/specializations/data-engineering-analytics/skills/airflow-dag-analyzer/SKILL.md
- Broad permissionsline 1
Read, Grep, Glob, Bash, WebFetch - Network accessline 369
- [Airflow Best Practices](https://airflow.apache.org/docs/apache-airflow/stable/best-practices.html) - Network accessline 370
- [Airflow DAG Writing Best Practices](https://airflow.apache.org/docs/apache-airflow/stable/howto/dag-best-practices.html) - Network accessline 371
- [Astronomer Guides](https://docs.astronomer.io/learn) - Network accessline 372
- [Airflow MCP Server](https://github.com/yangkyeongmo/mcp-server-apache-airflow)
library/specializations/data-engineering-analytics/skills/apache-spark-optimizer/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-engineering-analytics/skills/batch-vs-stream-tradeoffs/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/data-engineering-analytics/skills/bi-semantic-layer-generator/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-engineering-analytics/skills/cdc-pattern-implementer/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-engineering-analytics/skills/cost-optimizer/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-engineering-analytics/skills/data-catalog-enricher/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-engineering-analytics/skills/data-lineage-mapper/README.md
- Network accessline 414
- [OpenLineage](https://openlineage.io/) - Network accessline 415
- [DataHub Lineage](https://datahubproject.io/docs/lineage/lineage-feature-guide) - Network accessline 416
- [dbt Column-Level Lineage](https://docs.getdbt.com/docs/collaborate/column-level-lineage) - Network accessline 417
- [Marquez](https://marquezproject.ai/) - Network accessline 418
- [Apache Atlas](https://atlas.apache.org/)
library/specializations/data-engineering-analytics/skills/data-lineage-mapper/SKILL.md
- Broad permissionsline 1
Read, Grep, Glob, Bash, WebFetch - Network accessline 394
- [OpenLineage Specification](https://openlineage.io/) - Network accessline 395
- [DataHub Lineage](https://datahubproject.io/docs/lineage/lineage-feature-guide) - Network accessline 396
- [dbt Lineage](https://docs.getdbt.com/docs/collaborate/explore-projects#view-lineage) - Network accessline 397
- [Apache Atlas Lineage](https://atlas.apache.org/) - Network accessline 398
- [Marquez](https://marquezproject.ai/)
library/specializations/data-engineering-analytics/skills/data-quality-profiler/README.md
- Network accessline 358
- [DAMA Data Quality Dimensions](https://www.dama.org/cpages/body-of-knowledge) - Network accessline 359
- [Great Expectations Documentation](https://docs.greatexpectations.io/) - Network accessline 360
- [Elementary Data Observability](https://docs.elementary-data.com/) - Network accessline 361
- [Data Quality Fundamentals](https://www.oreilly.com/library/view/data-quality-fundamentals/9781098112035/)
library/specializations/data-engineering-analytics/skills/data-quality-profiler/SKILL.md
- Broad permissionsline 1
Read, Grep, Glob, Bash, WebFetch - Network accessline 354
- [Data Quality Dimensions - DAMA](https://www.dama.org/cpages/body-of-knowledge) - Network accessline 355
- [Great Expectations](https://docs.greatexpectations.io/) - Network accessline 356
- [Elementary Data](https://docs.elementary-data.com/) - Network accessline 357
- [Awesome Data Quality](https://github.com/kwanUm/awesome-data-quality)
library/specializations/data-engineering-analytics/skills/dbt-project-analyzer/README.md
- Network accessline 217
- [dbt Best Practices](https://docs.getdbt.com/best-practices) - Network accessline 218
- [How we structure our dbt projects](https://docs.getdbt.com/guides/best-practices/how-we-structure/1-guide-overview) - Network accessline 219
- [dbt Style Guide](https://github.com/dbt-labs/corp/blob/main/dbt_style_guide.md) - Network accessline 220
- [Elementary Data Testing](https://docs.elementary-data.com/)
library/specializations/data-engineering-analytics/skills/dbt-project-analyzer/SKILL.md
- Broad permissionsline 1
Read, Grep, Glob, Bash, WebFetch - Network accessline 210
- [dbt Best Practices](https://docs.getdbt.com/best-practices) - Network accessline 211
- [dbt Style Guide](https://github.com/dbt-labs/corp/blob/main/dbt_style_guide.md) - Network accessline 212
- [dbt Project Maturity](https://docs.getdbt.com/guides/best-practices/how-we-structure/1-guide-overview) - Network accessline 213
- [dbt MCP Server](https://github.com/dbt-labs/dbt-mcp)
library/specializations/data-engineering-analytics/skills/dimensional-model-validator/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-engineering-analytics/skills/etl-testing/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/data-engineering-analytics/skills/feature-engineering-optimizer/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-engineering-analytics/skills/great-expectations-generator/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-engineering-analytics/skills/incremental-model-strategy-selector/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-engineering-analytics/skills/kafka-topic-designer/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-engineering-analytics/skills/obt-design-optimizer/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-engineering-analytics/skills/scd-implementation-generator/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-engineering-analytics/skills/schema-evolution-manager/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-engineering-analytics/skills/spark-jobs/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/data-engineering-analytics/skills/sql-query-optimizer/README.md
library/specializations/data-engineering-analytics/skills/sql-query-optimizer/SKILL.md
- Broad permissionsline 1
Read, Grep, Glob, Bash, WebFetch - Network accessline 283
- [Snowflake Query Performance](https://docs.snowflake.com/en/user-guide/performance-query) - Network accessline 284
- [BigQuery Best Practices](https://cloud.google.com/bigquery/docs/best-practices-performance-overview) - Network accessline 285
- [Redshift Performance Tuning](https://docs.aws.amazon.com/redshift/latest/dg/c_designing-queries-best-practices.html) - Network accessline 286
- [Databricks SQL Best Practices](https://docs.databricks.com/sql/language-manual/sql-ref-syntax-qry-select.html)
library/specializations/data-engineering-analytics/skills/stream-processing-windowing-designer/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-science-ml/skills/alibi-explainer/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-science-ml/skills/arize-observability/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-science-ml/skills/bentoml-model-packager/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-science-ml/skills/dvc-dataset-versioning/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-science-ml/skills/evidently-drift-detector/README.md
- Network accessline 367
- [Evidently AI Documentation](https://docs.evidentlyai.com/) - Network accessline 368
- [Evidently GitHub](https://github.com/evidentlyai/evidently) - Network accessline 369
- [ML Monitoring Blog](https://www.evidentlyai.com/blog) - Network accessline 370
- [Evidently UI](https://www.evidentlyai.com/evidently-ui)
library/specializations/data-science-ml/skills/evidently-drift-detector/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob - Network accessline 388
- [Evidently AI Documentation](https://docs.evidentlyai.com/) - Network accessline 389
- [Evidently GitHub](https://github.com/evidentlyai/evidently) - Network accessline 390
- [ML Monitoring Course](https://evidentlyai.com/ml-in-production-course) - Network accessline 391
- [Evidently Blog](https://www.evidentlyai.com/blog)
library/specializations/data-science-ml/skills/fairlearn-bias-detector/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-science-ml/skills/feast-feature-store/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-science-ml/skills/great-expectations-validator/README.md
- Network accessline 351
- [Great Expectations Documentation](https://docs.greatexpectations.io/) - Network accessline 352
- [GX MCP Server](https://github.com/davidf9999/gx-mcp-server) - Network accessline 353
- [Expectation Gallery](https://greatexpectations.io/expectations/) - Network accessline 354
- [GX Cloud](https://greatexpectations.io/cloud/) - Network accessline 355
- [GX GitHub](https://github.com/great-expectations/great_expectations)
library/specializations/data-science-ml/skills/great-expectations-validator/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob - Network accessline 327
- [Great Expectations Documentation](https://docs.greatexpectations.io/) - Network accessline 328
- [GX MCP Server](https://github.com/davidf9999/gx-mcp-server) - Network accessline 329
- [Expectation Gallery](https://greatexpectations.io/expectations/) - Network accessline 330
- [GX Cloud](https://greatexpectations.io/cloud/)
library/specializations/data-science-ml/skills/inference-performance-testing/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/data-science-ml/skills/jupyter-notebook-executor/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-science-ml/skills/kubeflow-pipeline-executor/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-science-ml/skills/lime-explainer/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-science-ml/skills/mlflow-experiment-tracker/README.md
- Network accessline 68
# MLflow tracking URI export MLFLOW_TRACKING_URI="http://localhost:5000" - Network accessline 69
export MLFLOW_TRACKING_URI="http://localhost:5000" - Network accessline 86
"args": ["-m", "mlflow_mcp"], "env": { "MLFLOW_TRACKING_URI": "http://localhost:5000" - Network accessline 87
"env": { "MLFLOW_TRACKING_URI": "http://localhost:5000" } - Network accessline 88
"MLFLOW_TRACKING_URI": "http://localhost:5000" - Network accessline 117
mlflow.set_tracking_uri("http://localhost:5000") - Network accessline 188
# Check server health curl http://localhost:5000/health - Network accessline 189
curl http://localhost:5000/health - Network accessline 197
- [MLflow Documentation](https://mlflow.org/docs/latest/) - Network accessline 198
- [MLflow Tracking Guide](https://mlflow.org/docs/latest/tracking.html) - Network accessline 199
- [Model Registry Guide](https://mlflow.org/docs/latest/model-registry.html) - Network accessline 200
- [MLflow MCP Server (Community)](https://github.com/kkruglik/mlflow-mcp) - Network accessline 201
- [MLflow GitHub](https://github.com/mlflow/mlflow)
library/specializations/data-science-ml/skills/mlflow-experiment-tracker/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 64
import mlflow mlflow.set_tracking_uri("http://localhost:5000") # or remote server - Network accessline 65
mlflow.set_tracking_uri("http://localhost:5000") # or remote server - Network accessline 197
"args": ["mlflow-mcp"], "env": { "MLFLOW_TRACKING_URI": "http://localhost:5000" - Network accessline 198
"env": { "MLFLOW_TRACKING_URI": "http://localhost:5000" } - Network accessline 199
"MLFLOW_TRACKING_URI": "http://localhost:5000" - Network accessline 226
- [MLflow Documentation](https://mlflow.org/docs/latest/) - Network accessline 227
- [MLflow MCP Server](https://github.com/kkruglik/mlflow-mcp) - Network accessline 228
- [Official MLflow MCP (3.4+)](https://mlflow.org/docs/latest/genai/mcp/) - Network accessline 229
- [MLflow Model Registry](https://mlflow.org/docs/latest/model-registry.html)
library/specializations/data-science-ml/skills/model-card-generator/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-science-ml/skills/optuna-hyperparameter-tuner/README.md
- Network accessline 432
- [Optuna Documentation](https://optuna.readthedocs.io/) - Network accessline 433
- [Optuna MCP Server](https://github.com/optuna/optuna-mcp) - Network accessline 434
- [Optuna GitHub](https://github.com/optuna/optuna) - Network accessline 435
- [Optuna Dashboard](https://github.com/optuna/optuna-dashboard) - Network accessline 436
- [Optuna Examples](https://github.com/optuna/optuna-examples)
library/specializations/data-science-ml/skills/optuna-hyperparameter-tuner/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 409
# Access at http://localhost:8080 - Network accessline 424
- [Optuna Documentation](https://optuna.readthedocs.io/) - Network accessline 425
- [Optuna MCP Server](https://github.com/optuna/optuna-mcp) - Network accessline 426
- [Optuna GitHub](https://github.com/optuna/optuna) - Network accessline 427
- [Optuna Dashboard](https://github.com/optuna/optuna-dashboard) - Network accessline 428
- [Optuna Examples](https://github.com/optuna/optuna-examples)
library/specializations/data-science-ml/skills/pandas-dataframe-analyzer/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-science-ml/skills/pytest-ml-tester/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-science-ml/skills/pytorch-trainer/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-science-ml/skills/ray-distributed-trainer/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-science-ml/skills/reinforcement-learning-agents/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/data-science-ml/skills/reproducibility-testing/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/data-science-ml/skills/rlhf-systems/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/data-science-ml/skills/seldon-model-deployer/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-science-ml/skills/shap-explainer/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-science-ml/skills/sklearn-model-trainer/README.md
- Network accessline 281
- [Scikit-learn Documentation](https://scikit-learn.org/stable/) - Network accessline 282
- [Scikit-learn User Guide](https://scikit-learn.org/stable/user_guide.html) - Network accessline 283
- [Pipeline Tutorial](https://scikit-learn.org/stable/modules/compose.html) - Network accessline 284
- [Model Selection Guide](https://scikit-learn.org/stable/model_selection.html) - Network accessline 285
- [Claude Scientific Skills](https://github.com/K-Dense-AI/claude-scientific-skills)
library/specializations/data-science-ml/skills/sklearn-model-trainer/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob - Network accessline 281
- [Scikit-learn Documentation](https://scikit-learn.org/stable/) - Network accessline 282
- [Scikit-learn User Guide](https://scikit-learn.org/stable/user_guide.html) - Network accessline 283
- [Claude Scientific Skills - sklearn](https://github.com/K-Dense-AI/claude-scientific-skills) - Network accessline 284
- [ML Models as MCP Tools](https://medium.com/@premlaknaboina/how-to-wrap-machine-learning-models-as-mcp-tools-1e510b21f1f9)
library/specializations/data-science-ml/skills/statistical-testing/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/data-science-ml/skills/tensorflow-trainer/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-science-ml/skills/time-series-analysis/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/data-science-ml/skills/training-data-testing/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/data-science-ml/skills/visualization-testing/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/data-science-ml/skills/wandb-experiment-tracker/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/data-science-ml/skills/whylabs-monitor/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/desktop-development/skills/accessibility-test-runner/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/amplitude-desktop-integration/SKILL.md
library/specializations/desktop-development/skills/appimage-builder/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/appkit-menu-bar-builder/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/avalonia-ui-setup/SKILL.md
library/specializations/desktop-development/skills/bundle-size-analyzer/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/clipboard-handler/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/cross-platform-test-matrix/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/deb-package-builder/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/dmg-creator/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/dotnet-clickonce-config/README.md
- Network accessline 13
projectPath: '/path/to/dotnet-project', publishSettings: { publishUrl: 'https://myserver.com/myapp/', - Network accessline 14
publishSettings: { publishUrl: 'https://myserver.com/myapp/', updateMode: 'foreground', - Network accessline 15
publishUrl: 'https://myserver.com/myapp/', - Network accessline 21
signing: { certificatePath: 'cert.pfx', timestampUrl: 'http://timestamp.digicert.com' - Network accessline 22
certificatePath: 'cert.pfx', timestampUrl: 'http://timestamp.digicert.com' } - Network accessline 23
timestampUrl: 'http://timestamp.digicert.com'
library/specializations/desktop-development/skills/dotnet-clickonce-config/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 108
<!-- ClickOnce settings --> <PublishUrl>https://myserver.com/myapp/</PublishUrl> - Network accessline 109
<PublishUrl>https://myserver.com/myapp/</PublishUrl> - Network accessline 110
<InstallUrl>https://myserver.com/myapp/</InstallUrl> - Network accessline 111
<UpdateUrl>https://myserver.com/myapp/</UpdateUrl> - Network accessline 147
<PublishProtocol>ClickOnce</PublishProtocol> <PublishDir>bin\publish\</PublishDir> <PublishUrl>https://myserver.com/myapp/</PublishUrl> - Network accessline 148
<PublishDir>bin\publish\</PublishDir> <PublishUrl>https://myserver.com/myapp/</PublishUrl> <InstallUrl>https://myserver.com/myapp/</InstallUrl> - Network accessline 149
<PublishUrl>https://myserver.com/myapp/</PublishUrl> - Network accessline 150
<InstallUrl>https://myserver.com/myapp/</InstallUrl> - Network accessline 151
<UpdateUrl>https://myserver.com/myapp/</UpdateUrl> - Network accessline 177
<SignManifests>true</SignManifests> <ManifestCertificateThumbprint>1234567890ABCDEF</ManifestCertificateThumbprint> <ManifestTimestampRFC3161Url>http://timestamp.digicert.com</ManifestTimestampRFC3161Url> - Network accessline 179
<ManifestTimestampRFC3161Url>http://timestamp.digicert.com</ManifestTimestampRFC3161Url> - Network accessline 273
<SignManifests>true</SignManifests> <ManifestCertificateThumbprint>YOUR_CERT_THUMBPRINT</ManifestCertificateThumbprint> <ManifestTimestampRFC3161Url>http://timestamp.digicert.com</ManifestTimestampRFC3161Url> - Network accessline 274
<ManifestCertificateThumbprint>YOUR_CERT_THUMBPRINT</ManifestCertificateThumbprint> <ManifestTimestampRFC3161Url>http://timestamp.digicert.com</ManifestTimestampRFC3161Url> </PropertyGroup> - Network accessline 275
<ManifestTimestampRFC3161Url>http://timestamp.digicert.com</ManifestTimestampRFC3161Url>
library/specializations/desktop-development/skills/electron-auto-updater-setup/README.md
- Network accessline 210
type: 'generic', config: { url: 'https://updates.mycompany.com', - Network accessline 211
config: { url: 'https://updates.mycompany.com', useMultipleRangeRequest: true - Network accessline 212
url: 'https://updates.mycompany.com', - Access to secretsline 227
[Credential-related source omitted] - Network accessline 348
- [electron-updater Documentation](https://www.electron.build/auto-update) - Network accessline 349
- [Code Signing Guide](https://www.electron.build/code-signing) - Network accessline 350
- [Publishing Configuration](https://www.electron.build/configuration/publish)
library/specializations/desktop-development/skills/electron-auto-updater-setup/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 288
async fetchRolloutConfig(updateServerUrl: string, version: string) { try { const response = await fetch( - Network accessline 289
try { const response = await fetch( `${updateServerUrl}/rollout/${version}` - Network accessline 290
const response = await fetch( - Network accessline 443
publish: provider: generic url: https://updates.example.com/releases - Network accessline 444
provider: generic url: https://updates.example.com/releases channel: latest - Network accessline 445
url: https://updates.example.com/releases - Network accessline 492
- [Electron Distribution & Auto-Update Skill](https://mcpmarket.com/tools/skills/electron-distribution-auto-update) - Network accessline 493
- [electron-updater Documentation](https://www.electron.build/auto-update) - Network accessline 494
- [electron-scaffold Skill](https://claude-plugins.dev/skills/@chrisvoncsefalvay/claude-skills/electron-scaffold)
library/specializations/desktop-development/skills/electron-builder-config/README.md
- Network accessline 43
enabled: true, certificateSubjectName: 'My Company', timestampServer: 'http://timestamp.digicert.com' - Network accessline 44
certificateSubjectName: 'My Company', timestampServer: 'http://timestamp.digicert.com' }, - Network accessline 45
timestampServer: 'http://timestamp.digicert.com' - Network accessline 211
- [electron-builder Official Documentation](https://www.electron.build/) - Network accessline 212
- [Electron Forge](https://www.electronforge.io/) - Alternative build tool - Network accessline 213
- [Code Signing Best Practices](https://www.electron.build/code-signing) - Network accessline 214
- [Auto Update Setup](https://www.electron.build/auto-update)
library/specializations/desktop-development/skills/electron-builder-config/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 210
- [electron-builder Documentation](https://www.electron.build/) - Network accessline 211
- [Electron Code Signing Guide](https://www.electronjs.org/docs/latest/tutorial/code-signing) - Network accessline 212
- [electron-scaffold skill](https://claude-plugins.dev/skills/@chrisvoncsefalvay/claude-skills/electron-scaffold) - Network accessline 213
- [Electron Distribution & Auto-Update](https://mcpmarket.com/tools/skills/electron-distribution-auto-update)
library/specializations/desktop-development/skills/electron-ipc-security-audit/SKILL.md
- Broad permissionsline 1
Read, Grep, Glob, Bash - Dangerous shell operationline 185
return exec(cmd); // HIGH RISK - Network accessline 221
- [Electron Security Tutorial](https://www.electronjs.org/docs/latest/tutorial/security) - Network accessline 222
- [Context Isolation](https://www.electronjs.org/docs/latest/tutorial/context-isolation) - Network accessline 223
- [Process Sandboxing](https://www.electronjs.org/docs/latest/tutorial/sandbox)
library/specializations/desktop-development/skills/electron-main-preload-generator/README.md
- Network accessline 157
styleSrc: ["'self'", "'unsafe-inline'"], // Required for some UI frameworks imgSrc: ["'self'", 'data:', 'https:'], connectSrc: ["'self'", 'https://api.example.com'], - Network accessline 158
imgSrc: ["'self'", 'data:', 'https:'], connectSrc: ["'self'", 'https://api.example.com'], fontSrc: ["'self'", 'https://fonts.gstatic.com'], - Network accessline 159
connectSrc: ["'self'", 'https://api.example.com'], - Network accessline 160
fontSrc: ["'self'", 'https://fonts.gstatic.com'], - Network accessline 290
- [Electron Security Documentation](https://www.electronjs.org/docs/latest/tutorial/security) - Network accessline 291
- [Context Isolation Explained](https://www.electronjs.org/docs/latest/tutorial/context-isolation) - Network accessline 292
- [IPC Communication](https://www.electronjs.org/docs/latest/tutorial/ipc)
library/specializations/desktop-development/skills/electron-main-preload-generator/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 311
- [electron-scaffold skill](https://claude-plugins.dev/skills/@chrisvoncsefalvay/claude-skills/electron-scaffold) - Network accessline 312
- [Electron Security Checklist](https://www.electronjs.org/docs/latest/tutorial/security) - Network accessline 313
- [Electron Official CLAUDE.md](https://github.com/electron/electron/blob/main/CLAUDE.md) - Network accessline 314
- [electron-pro subagent](https://github.com/VoltAgent/awesome-claude-code-subagents)
library/specializations/desktop-development/skills/electron-memory-profiler/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/electron-mock-factory/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/electron-native-addon-builder/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 131
export npm_config_arch=x64 export npm_config_target_arch=x64 export npm_config_disturl=https://electronjs.org/headers - Network accessline 132
export npm_config_target_arch=x64 export npm_config_disturl=https://electronjs.org/headers export npm_config_runtime=electron - Network accessline 133
export npm_config_disturl=https://electronjs.org/headers - Access to secretsline 185
[Credential-related source omitted] - Dangerous shell operationline 263
sudo apt-get install build-essential
library/specializations/desktop-development/skills/electron-protocol-handler-setup/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/electron-tray-menu-builder/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/ev-certificate-validator/SKILL.md
- Broad permissionsline 1
Read, Grep, Bash
library/specializations/desktop-development/skills/file-dialog-abstraction/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/file-watcher-setup/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/flatpak-manifest-generator/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 62
sources: - type: archive url: https://example.com/myapp-1.0.0.tar.gz - Network accessline 63
- type: archive url: https://example.com/myapp-1.0.0.tar.gz sha256: abc123... - Network accessline 64
url: https://example.com/myapp-1.0.0.tar.gz
library/specializations/desktop-development/skills/flutter-desktop-config/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/gdpr-consent-manager/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/global-shortcut-manager/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/keychain-credential-manager/README.md
library/specializations/desktop-development/skills/keychain-credential-manager/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Access to secretsline 2
[Credential-related source omitted] - Access to secretsline 3
[Credential-related source omitted] - Access to secretsline 5
[Credential-related source omitted] - Access to secretsline 14
[Credential-related source omitted] - Access to secretsline 16
[Credential-related source omitted]
library/specializations/desktop-development/skills/linux-gpg-signing/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/macos-codesign-workflow/SKILL.md
library/specializations/desktop-development/skills/macos-entitlements-generator/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Access to secretsline 63
[Credential-related source omitted] - Access to secretsline 66
[Credential-related source omitted] - Network accessline 114
<?xml version="1.0" encoding="UTF-8"?> <!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd"> - Network accessline 115
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd"> - Network accessline 136
<?xml version="1.0" encoding="UTF-8"?> <!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd"> - Network accessline 137
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd"> - Network accessline 169
<?xml version="1.0" encoding="UTF-8"?> <!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd"> - Network accessline 170
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd"> - Network accessline 197
<?xml version="1.0" encoding="UTF-8"?> <!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd"> - Network accessline 198
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd"> - Access to secretsline 221
[Credential-related source omitted] - Network accessline 224
<?xml version="1.0" encoding="UTF-8"?> <!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd"> - Network accessline 225
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd"> - Access to secretsline 237
[Credential-related source omitted] - Access to secretsline 238
[Credential-related source omitted]
library/specializations/desktop-development/skills/macos-notarization-workflow/README.md
library/specializations/desktop-development/skills/macos-notarization-workflow/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Access to secretsline 44
[Credential-related source omitted] - Access to secretsline 107
[Credential-related source omitted] - Access to secretsline 114
[Credential-related source omitted] - Access to secretsline 117
[Credential-related source omitted] - Access to secretsline 124
[Credential-related source omitted] - Access to secretsline 125
[Credential-related source omitted] - Access to secretsline 136
[Credential-related source omitted] - Access to secretsline 139
[Credential-related source omitted] - Access to secretsline 147
[Credential-related source omitted] - Access to secretsline 148
[Credential-related source omitted] - Access to secretsline 151
[Credential-related source omitted] - Access to secretsline 152
[Credential-related source omitted] - Access to secretsline 156
[Credential-related source omitted] - Access to secretsline 157
[Credential-related source omitted] - Access to secretsline 185
[Credential-related source omitted] - Access to secretsline 191
[Credential-related source omitted] - Access to secretsline 192
[Credential-related source omitted] - Access to secretsline 204
[Credential-related source omitted] - Access to secretsline 205
[Credential-related source omitted] - Access to secretsline 243
[Credential-related source omitted] - Access to secretsline 244
[Credential-related source omitted] - Access to secretsline 248
[Credential-related source omitted] - Access to secretsline 249
[Credential-related source omitted] - Access to secretsline 250
[Credential-related source omitted] - Access to secretsline 252
[Credential-related source omitted] - Access to secretsline 253
[Credential-related source omitted] - Access to secretsline 270
[Credential-related source omitted] - Access to secretsline 275
[Credential-related source omitted] - Access to secretsline 285
[Credential-related source omitted] - Access to secretsline 294
[Credential-related source omitted] - Access to secretsline 349
[Credential-related source omitted]
library/specializations/desktop-development/skills/macos-sparkle-config/README.md
- Network accessline 12
const result = await invokeSkill('macos-sparkle-config', { projectPath: '/path/to/project', appcastUrl: 'https://yourserver.com/appcast.xml', - Network accessline 13
projectPath: '/path/to/project', appcastUrl: 'https://yourserver.com/appcast.xml', signUpdates: true, - Network accessline 14
appcastUrl: 'https://yourserver.com/appcast.xml',
library/specializations/desktop-development/skills/macos-sparkle-config/SKILL.md
library/specializations/desktop-development/skills/maui-project-generator/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/memory-leak-detector/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/msix-package-generator/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 109
<?xml version="1.0" encoding="utf-8"?> <Package xmlns="http://schemas.microsoft.com/appx/manifest/foundation/windows10" - Network accessline 110
<Package xmlns="http://schemas.microsoft.com/appx/manifest/foundation/windows10" - Network accessline 111
xmlns:uap="http://schemas.microsoft.com/appx/manifest/uap/windows10" - Network accessline 112
xmlns:uap3="http://schemas.microsoft.com/appx/manifest/uap/windows10/3" - Network accessline 113
xmlns:desktop="http://schemas.microsoft.com/appx/manifest/desktop/windows10" - Network accessline 114
xmlns:rescap="http://schemas.microsoft.com/appx/manifest/foundation/windows10/restrictedcapabilities" - Possible obfuscationline 314
$bytes = [Convert]::FromBase64String("${{ secrets.SIGNING_CERTIFICATE }}")
library/specializations/desktop-development/skills/native-notification-builder/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/neutralino-js-config/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/nsis-installer-generator/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/playwright-electron-config/README.md
- Network accessline 296
- [Playwright Electron Documentation](https://playwright.dev/docs/api/class-electron) - Network accessline 297
- [Electron Testing Best Practices](https://www.electronjs.org/docs/latest/tutorial/testing) - Network accessline 298
- [@axe-core/playwright](https://www.npmjs.com/package/@axe-core/playwright)
library/specializations/desktop-development/skills/playwright-electron-config/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 513
- [Playwright MCP (Microsoft)](https://github.com/microsoft/playwright-mcp) - Network accessline 514
- [Playwright Skill](https://github.com/lackeyjb/playwright-skill) - Network accessline 515
- [BrowserStack MCP](https://github.com/browserstack/mcp-server) - Network accessline 516
- [Currents MCP](https://github.com/currents-dev/currents-mcp)
library/specializations/desktop-development/skills/power-management-monitor/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/qt-cmake-project-generator/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/qt-installer-framework-config/README.md
- Network accessline 17
version: '1.0.0', publisher: 'My Company', url: 'https://mycompany.com' - Network accessline 18
publisher: 'My Company', url: 'https://mycompany.com' }, - Network accessline 19
url: 'https://mycompany.com' - Network accessline 23
{ name: 'com.company.plugins', displayName: 'Plugins', required: false } ], onlineRepository: { enabled: true, url: 'https://updates.mycompany.com' } - Network accessline 24
], onlineRepository: { enabled: true, url: 'https://updates.mycompany.com' } }); - Network accessline 25
onlineRepository: { enabled: true, url: 'https://updates.mycompany.com' }
library/specializations/desktop-development/skills/qt-installer-framework-config/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 163
<RemoteRepositories> <Repository> <Url>https://updates.mycompany.com/repo</Url> - Network accessline 164
<Repository> <Url>https://updates.mycompany.com/repo</Url> <Enabled>1</Enabled> - Network accessline 165
<Url>https://updates.mycompany.com/repo</Url>
library/specializations/desktop-development/skills/qt-qml-component-generator/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/qt-test-fixture-generator/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/qt-translation-workflow/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/qt-widget-accessibility-audit/SKILL.md
- Broad permissionsline 1
Read, Grep, Glob, Bash
library/specializations/desktop-development/skills/rpm-spec-generator/SKILL.md
library/specializations/desktop-development/skills/sandbox-entitlements-auditor/SKILL.md
- Broad permissionsline 1
Read, Grep, Glob, Bash
library/specializations/desktop-development/skills/screen-capture-api/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/sentry-desktop-setup/README.md
- Access to secretsline 185
[Credential-related source omitted] - Access to secretsline 316
[Credential-related source omitted] - Network accessline 323
# Required SENTRY_DSN=https://xxx@sentry.io/xxx - Network accessline 324
SENTRY_DSN=https://xxx@sentry.io/xxx - Access to secretsline 327
[Credential-related source omitted] - Network accessline 353
- [Sentry Electron SDK](https://docs.sentry.io/platforms/javascript/guides/electron/) - Network accessline 354
- [Sentry CLI](https://docs.sentry.io/product/cli/) - Network accessline 355
- [Release Management](https://docs.sentry.io/product/releases/) - Network accessline 356
- [Performance Monitoring](https://docs.sentry.io/product/performance/)
library/specializations/desktop-development/skills/sentry-desktop-setup/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Access to secretsline 508
[Credential-related source omitted] - Access to secretsline 525
[Credential-related source omitted] - Network accessline 540
- [Sentry MCP](https://docs.sentry.io/product/sentry-mcp/) - Network accessline 541
- [Sentry Electron SDK](https://docs.sentry.io/platforms/javascript/guides/electron/) - Network accessline 542
- [Sentry CLI Documentation](https://docs.sentry.io/product/cli/)
library/specializations/desktop-development/skills/snap-yaml-generator/SKILL.md
library/specializations/desktop-development/skills/spectron-test-setup/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/startup-time-profiler/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/swift-package-manager-config/README.md
- Network accessline 15
platforms: ['macos', 'ios'], dependencies: [ { url: 'https://github.com/apple/swift-collections', version: '1.1.0' } - Network accessline 16
dependencies: [ { url: 'https://github.com/apple/swift-collections', version: '1.1.0' } ] - Network accessline 17
{ url: 'https://github.com/apple/swift-collections', version: '1.1.0' }
library/specializations/desktop-development/skills/swift-package-manager-config/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 56
], dependencies: [ .package(url: "https://github.com/apple/swift-argument-parser", from: "1.3.0"), - Network accessline 57
dependencies: [ .package(url: "https://github.com/apple/swift-argument-parser", from: "1.3.0"), .package(url: "https://github.com/apple/swift-collections", from: "1.1.0") - Network accessline 58
.package(url: "https://github.com/apple/swift-argument-parser", from: "1.3.0"), - Network accessline 59
.package(url: "https://github.com/apple/swift-collections", from: "1.1.0")
library/specializations/desktop-development/skills/swiftui-view-generator/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/tauri-project-setup/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/visual-regression-setup/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/windows-authenticode-signer/README.md
- Network accessline 9
executablePath: 'MyApp.exe', certificateSource: 'file', timestampServer: 'http://timestamp.digicert.com', - Network accessline 10
certificateSource: 'file', timestampServer: 'http://timestamp.digicert.com', hashAlgorithm: 'SHA256' - Network accessline 11
timestampServer: 'http://timestamp.digicert.com',
library/specializations/desktop-development/skills/windows-authenticode-signer/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 47
# Sign with PFX file signtool sign /f certificate.pfx /p password /fd SHA256 /tr http://timestamp.digicert.com /td SHA256 MyApp.exe - Network accessline 48
signtool sign /f certificate.pfx /p password /fd SHA256 /tr http://timestamp.digicert.com /td SHA256 MyApp.exe - Network accessline 50
# Sign with certificate store signtool sign /n "My Company" /fd SHA256 /tr http://timestamp.digicert.com /td SHA256 MyApp.exe - Network accessline 51
signtool sign /n "My Company" /fd SHA256 /tr http://timestamp.digicert.com /td SHA256 MyApp.exe - Network accessline 53
# Sign with Azure Key Vault AzureSignTool sign -kvu https://myvault.vault.azure.net -kvi $AZURE_CLIENT_ID -kvt $AZURE_TENANT_ID -kvs $AZURE_CLIENT_SECRET -kvc MyCertificate -tr http://timestamp.digicert.com -td sha256 MyApp.exe - Network accessline 54
[Credential-related source omitted] - Access to secretsline 54
[Credential-related source omitted]
library/specializations/desktop-development/skills/winui3-migration-helper/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 120
<!-- WPF --> <Window xmlns="http://schemas.microsoft.com/winfx/2006/xaml/presentation" - Network accessline 121
<Window xmlns="http://schemas.microsoft.com/winfx/2006/xaml/presentation" - Network accessline 122
xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"> - Network accessline 124
<!-- WinUI 3 --> <Window xmlns="http://schemas.microsoft.com/winfx/2006/xaml/presentation" - Network accessline 125
<Window xmlns="http://schemas.microsoft.com/winfx/2006/xaml/presentation" - Network accessline 126
xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
library/specializations/desktop-development/skills/wix-toolset-config/SKILL.md
library/specializations/desktop-development/skills/wpf-high-dpi-analyzer/SKILL.md
- Broad permissionsline 1
Read, Grep, Glob, Bash - Network accessline 96
<application xmlns="urn:schemas-microsoft-com:asm.v3"> <windowsSettings> <dpiAware xmlns="http://schemas.microsoft.com/SMI/2005/WindowsSettings">true</dpiAware> - Network accessline 97
<windowsSettings> <dpiAware xmlns="http://schemas.microsoft.com/SMI/2005/WindowsSettings">true</dpiAware> </windowsSettings> - Network accessline 98
<dpiAware xmlns="http://schemas.microsoft.com/SMI/2005/WindowsSettings">true</dpiAware> - Network accessline 106
<application xmlns="urn:schemas-microsoft-com:asm.v3"> <windowsSettings> <dpiAware xmlns="http://schemas.microsoft.com/SMI/2005/WindowsSettings">true/PM</dpiAware> - Network accessline 107
<windowsSettings> <dpiAware xmlns="http://schemas.microsoft.com/SMI/2005/WindowsSettings">true/PM</dpiAware> </windowsSettings> - Network accessline 108
<dpiAware xmlns="http://schemas.microsoft.com/SMI/2005/WindowsSettings">true/PM</dpiAware> - Network accessline 116
<application xmlns="urn:schemas-microsoft-com:asm.v3"> <windowsSettings> <dpiAware xmlns="http://schemas.microsoft.com/SMI/2005/WindowsSettings">true/PM</dpiAware> - Network accessline 117
<windowsSettings> <dpiAware xmlns="http://schemas.microsoft.com/SMI/2005/WindowsSettings">true/PM</dpiAware> <dpiAwareness xmlns="http://schemas.microsoft.com/SMI/2016/WindowsSettings">PerMonitorV2</dpiAwareness> - Network accessline 118
<dpiAware xmlns="http://schemas.microsoft.com/SMI/2005/WindowsSettings">true/PM</dpiAware> - Network accessline 119
<dpiAwareness xmlns="http://schemas.microsoft.com/SMI/2016/WindowsSettings">PerMonitorV2</dpiAwareness>
library/specializations/desktop-development/skills/wpf-mvvm-scaffold/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/desktop-development/skills/wpf-xaml-style-generator/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 118
<ResourceDictionary xmlns="http://schemas.microsoft.com/winfx/2006/xaml/presentation" - Network accessline 119
xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"> - Network accessline 153
<ResourceDictionary xmlns="http://schemas.microsoft.com/winfx/2006/xaml/presentation" - Network accessline 154
xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"> - Network accessline 189
<ResourceDictionary xmlns="http://schemas.microsoft.com/winfx/2006/xaml/presentation" - Network accessline 190
xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"> - Network accessline 321
<Application x:Class="MyApp.App" xmlns="http://schemas.microsoft.com/winfx/2006/xaml/presentation" - Network accessline 322
xmlns="http://schemas.microsoft.com/winfx/2006/xaml/presentation" - Network accessline 323
xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml">
library/specializations/desktop-development/skills/xctest-ui-test-generator/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/devops-sre-platform/skills/aws-cloud/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/devops-sre-platform/skills/azure-cloud/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/devops-sre-platform/skills/blue-green-deployment/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/devops-sre-platform/skills/cicd-pipelines/README.md
- Network accessline 238
**GitHub:** https://github.com/github/github-mcp-server - Network accessline 250
**GitHub:** https://github.com/microsoft/azure-devops-mcp - Network accessline 261
**GitHub:** https://github.com/RealMikeChong/claude-code-for-gitlab - Network accessline 337
- [GitHub Actions Documentation](https://docs.github.com/en/actions) - Network accessline 338
- [GitLab CI/CD Documentation](https://docs.gitlab.com/ee/ci/) - Network accessline 339
- [Jenkins Pipeline Syntax](https://www.jenkins.io/doc/book/pipeline/syntax/) - Network accessline 340
- [Azure Pipelines Documentation](https://learn.microsoft.com/en-us/azure/devops/pipelines/) - Network accessline 341
- [GitHub MCP Server](https://github.com/github/github-mcp-server)
library/specializations/devops-sre-platform/skills/cicd-pipelines/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch - Network accessline 174
environment: name: production url: https://app.example.com - Network accessline 175
name: production url: https://app.example.com script: - Network accessline 176
url: https://app.example.com - Network accessline 240
steps { script { docker.withRegistry("https://${DOCKER_REGISTRY}", 'docker-credentials') { - Network accessline 241
script { docker.withRegistry("https://${DOCKER_REGISTRY}", 'docker-credentials') { docker.image("${DOCKER_REGISTRY}/${IMAGE_NAME}:${env.BUILD_NUMBER}").push() - Network accessline 242
docker.withRegistry("https://${DOCKER_REGISTRY}", 'docker-credentials') { - Network accessline 395
| Server | Description | Installation | |--------|-------------|--------------| | GitHub MCP Server | Official GitHub integration | [GitHub](https://github.com/github/github-mcp-server) | - Network accessline 396
|--------|-------------|--------------| | GitHub MCP Server | Official GitHub integration | [GitHub](https://github.com/github/github-mcp-server) | | Azure DevOps MCP | Official Azure DevOps support | [GitHub](https://github.com/microsoft/a - Network accessline 397
| GitHub MCP Server | Official GitHub integration | [GitHub](https://github.com/github/github-mcp-server) | - Network accessline 398
| Azure DevOps MCP | Official Azure DevOps support | [GitHub](https://github.com/microsoft/azure-devops-mcp) | - Network accessline 399
| claude-code-for-gitlab | GitLab CI/CD integration | [GitHub](https://github.com/RealMikeChong/claude-code-for-gitlab) |
library/specializations/devops-sre-platform/skills/cloud-cost-analysis/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/devops-sre-platform/skills/container-images/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/devops-sre-platform/skills/gcp-cloud/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/devops-sre-platform/skills/generating-aws-diagrams/assets/ICON-COMPATIBILITY.md
- Network accessline 223
The validation is based on DrawIO's official aws4.xml stencil: - **Source:** https://raw.githubusercontent.com/jgraph/drawio/refs/heads/dev/src/main/webapp/stencils/aws4.xml - Network accessline 224
- **Source:** https://raw.githubusercontent.com/jgraph/drawio/refs/heads/dev/src/main/webapp/stencils/aws4.xml
library/specializations/devops-sre-platform/skills/generating-aws-diagrams/assets/aws-icons.json
- Network accessline 12
"shape_name_format": "Underscore-separated for multi-word names (e.g., step_functions, kinesis_data_streams). Single-word names unchanged (e.g., lambda, ec2). Validated against aws4.xml stencil from github.com/jgraph/drawio.", "last_upd - Network accessline 13
"last_updated": "2026-02-14", "validated_against": "https://raw.githubusercontent.com/jgraph/drawio/refs/heads/dev/src/main/webapp/stencils/aws4.xml", "validation_result": "255/264 (96.6%)" - Network accessline 14
"validated_against": "https://raw.githubusercontent.com/jgraph/drawio/refs/heads/dev/src/main/webapp/stencils/aws4.xml",
library/specializations/devops-sre-platform/skills/generating-aws-diagrams/references/ICON-COMPATIBILITY.md
- Network accessline 223
The validation is based on DrawIO's official aws4.xml stencil: - **Source:** https://raw.githubusercontent.com/jgraph/drawio/refs/heads/dev/src/main/webapp/stencils/aws4.xml - Network accessline 224
- **Source:** https://raw.githubusercontent.com/jgraph/drawio/refs/heads/dev/src/main/webapp/stencils/aws4.xml
library/specializations/devops-sre-platform/skills/generating-aws-diagrams/scripts/analyze-existing.py
- Executable scriptline 1
#!/usr/bin/env python3
library/specializations/devops-sre-platform/skills/generating-aws-diagrams/scripts/export-diagram.sh
- Executable scriptline 1
#!/bin/bash - Network accessline 14
# - DrawIO Desktop installed # - macOS: brew install drawio # - Or download from https://www.drawio.com/ - Network accessline 15
# - macOS: brew install drawio # - Or download from https://www.drawio.com/ # - Network accessline 16
# - Or download from https://www.drawio.com/ - Network accessline 31
echo "Requirements:" echo " macOS: brew install drawio" echo " Or download from https://www.drawio.com/" - Network accessline 32
echo " macOS: brew install drawio" echo " Or download from https://www.drawio.com/" exit 1 - Network accessline 33
echo " Or download from https://www.drawio.com/" - Network accessline 79
echo " macOS: brew install drawio" echo " Linux: sudo snap install drawio" echo " Or download from https://www.drawio.com/" - Dangerous shell operationline 80
echo " Linux: sudo snap install drawio" - Network accessline 80
echo " Linux: sudo snap install drawio" echo " Or download from https://www.drawio.com/" exit 3 - Network accessline 81
echo " Or download from https://www.drawio.com/"
library/specializations/devops-sre-platform/skills/generating-aws-diagrams/scripts/extract-shape-names.py
- Executable scriptline 1
#!/usr/bin/env python3
library/specializations/devops-sre-platform/skills/generating-aws-diagrams/scripts/fix-aws-icons.py
- Executable scriptline 1
#!/usr/bin/env python3
library/specializations/devops-sre-platform/skills/generating-aws-diagrams/scripts/fix-drawio-icons.py
- Executable scriptline 1
#!/usr/bin/env python3
library/specializations/devops-sre-platform/skills/generating-aws-diagrams/scripts/open-diagram.sh
- Executable scriptline 1
#!/bin/bash - Network accessline 9
# - DrawIO Desktop installed # - macOS: brew install drawio # - Or download from https://www.drawio.com/ - Network accessline 11
# - Or download from https://www.drawio.com/ - Dangerous shell operationline 59
echo "Install with: sudo snap install drawio" - Network accessline 66
else echo "Error: DrawIO Desktop not found" echo "Download from: https://www.drawio.com/" - Network accessline 67
echo "Error: DrawIO Desktop not found" echo "Download from: https://www.drawio.com/" exit 3 - Network accessline 68
echo "Download from: https://www.drawio.com/"
library/specializations/devops-sre-platform/skills/generating-aws-diagrams/scripts/validate-aws-icons.py
- Executable scriptline 1
#!/usr/bin/env python3
library/specializations/devops-sre-platform/skills/generating-aws-diagrams/scripts/validate-drawio.py
- Executable scriptline 1
#!/usr/bin/env python3
library/specializations/devops-sre-platform/skills/generating-gcp-diagrams/scripts/analyze-existing.py
- Executable scriptline 1
#!/usr/bin/env python3
library/specializations/devops-sre-platform/skills/generating-gcp-diagrams/scripts/export-diagram.sh
- Executable scriptline 1
#!/bin/bash - Network accessline 14
# - DrawIO Desktop installed # - macOS: brew install drawio # - Or download from https://www.drawio.com/ - Network accessline 15
# - macOS: brew install drawio # - Or download from https://www.drawio.com/ # - Network accessline 16
# - Or download from https://www.drawio.com/ - Network accessline 31
echo "Requirements:" echo " macOS: brew install drawio" echo " Or download from https://www.drawio.com/" - Network accessline 32
echo " macOS: brew install drawio" echo " Or download from https://www.drawio.com/" exit 1 - Network accessline 33
echo " Or download from https://www.drawio.com/" - Network accessline 79
echo " macOS: brew install drawio" echo " Linux: sudo snap install drawio" echo " Or download from https://www.drawio.com/" - Dangerous shell operationline 80
echo " Linux: sudo snap install drawio" - Network accessline 80
echo " Linux: sudo snap install drawio" echo " Or download from https://www.drawio.com/" exit 3 - Network accessline 81
echo " Or download from https://www.drawio.com/"
library/specializations/devops-sre-platform/skills/generating-gcp-diagrams/scripts/extract-shape-names.py
- Executable scriptline 1
#!/usr/bin/env python3
library/specializations/devops-sre-platform/skills/generating-gcp-diagrams/scripts/fix-drawio-icons.py
- Executable scriptline 1
#!/usr/bin/env python3
library/specializations/devops-sre-platform/skills/generating-gcp-diagrams/scripts/fix-gcp-icons.py
- Executable scriptline 1
#!/usr/bin/env python3
library/specializations/devops-sre-platform/skills/generating-gcp-diagrams/scripts/open-diagram.sh
- Executable scriptline 1
#!/bin/bash - Network accessline 9
# - DrawIO Desktop installed # - macOS: brew install drawio # - Or download from https://www.drawio.com/ - Network accessline 11
# - Or download from https://www.drawio.com/ - Dangerous shell operationline 59
echo "Install with: sudo snap install drawio" - Network accessline 66
else echo "Error: DrawIO Desktop not found" echo "Download from: https://www.drawio.com/" - Network accessline 67
echo "Error: DrawIO Desktop not found" echo "Download from: https://www.drawio.com/" exit 3 - Network accessline 68
echo "Download from: https://www.drawio.com/"
library/specializations/devops-sre-platform/skills/generating-gcp-diagrams/scripts/validate-drawio.py
- Executable scriptline 1
#!/usr/bin/env python3
library/specializations/devops-sre-platform/skills/generating-gcp-diagrams/scripts/validate-gcp-icons.py
- Executable scriptline 1
#!/usr/bin/env python3
library/specializations/devops-sre-platform/skills/gitops/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/devops-sre-platform/skills/helm-charts/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/devops-sre-platform/skills/incident-platforms/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/devops-sre-platform/skills/k8s-operator-development/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/devops-sre-platform/skills/kubernetes-ops/README.md
- Network accessline 11
1. **kubectl CLI** - Install from [kubernetes.io](https://kubernetes.io/docs/tasks/tools/) - Network accessline 190
**GitHub:** https://github.com/Flux159/mcp-server-kubernetes - Network accessline 201
**GitHub:** https://github.com/containers/kubernetes-mcp-server - Network accessline 230
- [Kubernetes Documentation](https://kubernetes.io/docs/) - Network accessline 231
- [kubectl Reference](https://kubernetes.io/docs/reference/kubectl/) - Network accessline 232
- [Kubernetes Best Practices](https://kubernetes.io/docs/concepts/configuration/overview/) - Network accessline 233
- [MCP Server - Flux159](https://github.com/Flux159/mcp-server-kubernetes)
library/specializations/devops-sre-platform/skills/kubernetes-ops/SKILL.md
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|--------|-------------|--------------| | mcp-server-kubernetes (Flux159) | Kubernetes management via npx | `claude mcp add kubernetes -- npx mcp-server-kubernetes` | | kubernetes-mcp-server (containers) | Go-based native K8s API | [GitHub] - Network accessline 163
| mcp-server-kubernetes (Flux159) | Kubernetes management via npx | `claude mcp add kubernetes -- npx mcp-server-kubernetes` | | kubernetes-mcp-server (containers) | Go-based native K8s API | [GitHub](https://github.com/containers/kubernete - Network accessline 164
| kubernetes-mcp-server (containers) | Go-based native K8s API | [GitHub](https://github.com/containers/kubernetes-mcp-server) | - Network accessline 165
| Kubernetes Claude MCP (Blank Cut) | GitOps integration | [PulseMCP](https://www.pulsemcp.com/servers/blankcut-kubernetes-claude) |
library/specializations/devops-sre-platform/skills/log-analysis/SKILL.md
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library/specializations/devops-sre-platform/skills/prometheus-grafana/README.md
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| Variable | Description | Default | |----------|-------------|---------| | `PROMETHEUS_URL` | Prometheus server URL | `http://localhost:9090` | - Network accessline 111
|----------|-------------|---------| | `PROMETHEUS_URL` | Prometheus server URL | `http://localhost:9090` | | `GRAFANA_URL` | Grafana server URL | `http://localhost:3000` | - Network accessline 112
| `PROMETHEUS_URL` | Prometheus server URL | `http://localhost:9090` | - Network accessline 113
| `GRAFANA_URL` | Grafana server URL | `http://localhost:3000` | - Access to secretsline 114
[Credential-related source omitted] - Network accessline 115
| `ALERTMANAGER_URL` | Alertmanager URL | `http://localhost:9093` | - Network accessline 121
prometheus-grafana: prometheus: url: https://prometheus.example.com - Network accessline 122
prometheus: url: https://prometheus.example.com timeout: 30s - Network accessline 123
url: https://prometheus.example.com - Network accessline 124
timeout: 30s grafana: url: https://grafana.example.com - Network accessline 125
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url: https://grafana.example.com - Access to secretsline 127
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**GitHub:** https://github.com/grafana/mcp-grafana - Network accessline 238
**GitHub:** https://github.com/grafana/loki-mcp - Network accessline 282
- [Prometheus Documentation](https://prometheus.io/docs/) - Network accessline 283
- [PromQL Guide](https://prometheus.io/docs/prometheus/latest/querying/basics/) - Network accessline 284
- [Grafana Documentation](https://grafana.com/docs/) - Network accessline 285
- [mcp-grafana](https://github.com/grafana/mcp-grafana) - Network accessline 286
- [SLO with Prometheus](https://sre.google/workbook/implementing-slos/)
library/specializations/devops-sre-platform/skills/prometheus-grafana/SKILL.md
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summary: "High error rate detected" description: "{{ $labels.job }} has error rate of {{ $value | humanizePercentage }}" runbook_url: "https://wiki.example.com/runbooks/high-error-rate" - Network accessline 113
runbook_url: "https://wiki.example.com/runbooks/high-error-rate" - Network accessline 241
| Server | Description | Installation | |--------|-------------|--------------| | mcp-grafana (Grafana Labs) | Official Grafana MCP server | [GitHub](https://github.com/grafana/mcp-grafana) | - Network accessline 242
|--------|-------------|--------------| | mcp-grafana (Grafana Labs) | Official Grafana MCP server | [GitHub](https://github.com/grafana/mcp-grafana) | | loki-mcp (Grafana) | Loki log integration | [GitHub](https://github.com/grafana/loki-m - Network accessline 243
| mcp-grafana (Grafana Labs) | Official Grafana MCP server | [GitHub](https://github.com/grafana/mcp-grafana) | - Network accessline 244
| loki-mcp (Grafana) | Loki log integration | [GitHub](https://github.com/grafana/loki-mcp) | - Network accessline 284
"dashboard": { "uid": "service-overview", "url": "https://grafana.example.com/d/service-overview" - Network accessline 285
"uid": "service-overview", "url": "https://grafana.example.com/d/service-overview" }, - Network accessline 286
"url": "https://grafana.example.com/d/service-overview"
library/specializations/devops-sre-platform/skills/secrets-management/README.md
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/skill secrets-management configure-external-secrets \ --backend vault \ --vault-url https://vault.example.com \ - Network accessline 124
--backend vault \ --vault-url https://vault.example.com \ --namespace production \ - Network accessline 125
--vault-url https://vault.example.com \ - Network accessline 147
defaultPlatform: vault vault: address: https://vault.example.com - Network accessline 148
vault: address: https://vault.example.com authMethod: oidc - Network accessline 149
address: https://vault.example.com - Access to secretsline 214
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**GitHub:** https://libraries.io/pypi/claude-vault-mcp - Network accessline 307
- [HashiCorp Vault Documentation](https://developer.hashicorp.com/vault/docs) - Network accessline 308
- [AWS Secrets Manager](https://docs.aws.amazon.com/secretsmanager/) - Network accessline 309
- [Azure Key Vault](https://learn.microsoft.com/en-us/azure/key-vault/) - Network accessline 310
- [GCP Secret Manager](https://cloud.google.com/secret-manager/docs) - Network accessline 311
- [External Secrets Operator](https://external-secrets.io/) - Network accessline 312
- [Sealed Secrets](https://sealed-secrets.netlify.app/) - Network accessline 313
- [claude-vault-mcp](https://libraries.io/pypi/claude-vault-mcp)
library/specializations/devops-sre-platform/skills/secrets-management/SKILL.md
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| Server | Description | Installation | |--------|-------------|--------------| | claude-vault-mcp | HashiCorp Vault with TOKEN system | [PyPI](https://libraries.io/pypi/claude-vault-mcp) | - Network accessline 297
| claude-vault-mcp | HashiCorp Vault with TOKEN system | [PyPI](https://libraries.io/pypi/claude-vault-mcp) | - Access to secretsline 303
[Credential-related source omitted]
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library/specializations/devops-sre-platform/skills/terraform-iac/README.md
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1. **Terraform CLI** - Install from [terraform.io](https://developer.hashicorp.com/terraform/downloads) - Network accessline 22
# Install terraform-skill for guidance # Follow instructions at https://github.com/antonbabenko/terraform-skill - Network accessline 23
# Follow instructions at https://github.com/antonbabenko/terraform-skill - Network accessline 182
**Documentation:** https://awslabs.github.io/mcp/servers/aws-iac-mcp-server - Network accessline 194
**GitHub:** https://github.com/antonbabenko/terraform-skill - Network accessline 251
- [Terraform Documentation](https://developer.hashicorp.com/terraform/docs) - Network accessline 252
- [Terraform Best Practices](https://www.terraform-best-practices.com/) - Network accessline 253
- [terraform-skill](https://github.com/antonbabenko/terraform-skill) - Network accessline 254
- [AWS IaC MCP Server](https://awslabs.github.io/mcp/servers/aws-iac-mcp-server) - Network accessline 255
- [Checkov](https://www.checkov.io/) - Network accessline 256
- [tflint](https://github.com/terraform-linters/tflint)
library/specializations/devops-sre-platform/skills/terraform-iac/SKILL.md
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terraform state rm <resource> - Network accessline 206
| Server | Description | Installation | |--------|-------------|--------------| | AWS IaC MCP Server | CloudFormation and CDK support | [AWS Labs](https://awslabs.github.io/mcp/servers/aws-iac-mcp-server) | - Network accessline 207
|--------|-------------|--------------| | AWS IaC MCP Server | CloudFormation and CDK support | [AWS Labs](https://awslabs.github.io/mcp/servers/aws-iac-mcp-server) | | terraform-skill | Comprehensive Terraform guidance | [GitHub](https://g - Network accessline 208
| AWS IaC MCP Server | CloudFormation and CDK support | [AWS Labs](https://awslabs.github.io/mcp/servers/aws-iac-mcp-server) | - Network accessline 209
| terraform-skill | Comprehensive Terraform guidance | [GitHub](https://github.com/antonbabenko/terraform-skill) |
library/specializations/domains/business/business-analysis/skills/adkar-assessment/SKILL.md
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"id": "COMP-001", "name": "Acme Corporation", "website": "https://www.acme.com", - Network accessline 57
"name": "Acme Corporation", "website": "https://www.acme.com", "profile": { - Network accessline 58
"website": "https://www.acme.com", - Network accessline 96
{"type": "job_postings", "company": "Acme", "platforms": ["LinkedIn", "Indeed"]}, {"type": "social_media", "handles": ["@AcmeCorp"], "platforms": ["Twitter", "LinkedIn"]}, {"type": "pricing", "urls": ["https://www.acme.com/p - Network accessline 97
{"type": "social_media", "handles": ["@AcmeCorp"], "platforms": ["Twitter", "LinkedIn"]}, {"type": "pricing", "urls": ["https://www.acme.com/pricing"], "frequency": "weekly"} ], - Network accessline 98
{"type": "pricing", "urls": ["https://www.acme.com/pricing"], "frequency": "weekly"}
library/specializations/domains/business/decision-intelligence/skills/constraint-satisfaction-solver/SKILL.md
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library/specializations/domains/business/logistics/skills/abc-xyz-classifier/SKILL.md
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library/specializations/domains/business/logistics/skills/carbon-footprint-calculator/SKILL.md
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library/specializations/domains/business/logistics/skills/carrier-selection-optimizer/SKILL.md
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library/specializations/domains/business/logistics/skills/cycle-count-scheduler/SKILL.md
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library/specializations/domains/business/logistics/skills/dead-stock-identifier/SKILL.md
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library/specializations/domains/business/logistics/skills/demand-forecasting-engine/SKILL.md
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library/specializations/domains/business/logistics/skills/demand-sensing-integrator/SKILL.md
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library/specializations/domains/business/logistics/skills/dock-scheduling-coordinator/SKILL.md
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library/specializations/domains/business/logistics/skills/predictive-maintenance-scheduler/SKILL.md
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library/specializations/domains/business/logistics/skills/returns-authorization-processor/SKILL.md
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carrier: "UPS" pickup_date_options: ["2026-01-26", "2026-01-27", "2026-01-28"] label_url: "https://returns.example.com/label/RMA-2026-54321" - Network accessline 86
pickup_date_options: ["2026-01-26", "2026-01-27", "2026-01-28"] label_url: "https://returns.example.com/label/RMA-2026-54321" return_location: "Returns Center - Columbus, OH" - Network accessline 87
label_url: "https://returns.example.com/label/RMA-2026-54321" - Network accessline 94
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confirmation_email_sent: true tracking_url: "https://returns.example.com/track/RMA-2026-54321" fraud_analysis: - Network accessline 96
tracking_url: "https://returns.example.com/track/RMA-2026-54321"
library/specializations/domains/business/logistics/skills/returns-disposition-optimizer/SKILL.md
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library/specializations/domains/business/logistics/skills/safety-stock-calculator/SKILL.md
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library/specializations/domains/business/logistics/skills/shipment-visibility-tracker/SKILL.md
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library/specializations/domains/business/logistics/skills/slotting-optimization-engine/SKILL.md
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library/specializations/domains/business/logistics/skills/transportation-spend-analyzer/SKILL.md
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library/specializations/domains/business/project-management/skills/agile-metrics-calculator/SKILL.md
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library/specializations/domains/business/project-management/skills/npv-irr-calculator/SKILL.md
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firmware: { version: '1.2.0', downloadUrl: 'https://blob.azure.com/firmware/v1.2.0.bin', - Network accessline 254
version: '1.2.0', downloadUrl: 'https://blob.azure.com/firmware/v1.2.0.bin', checksum: 'sha256:3b9d8a2f...', - Network accessline 255
downloadUrl: 'https://blob.azure.com/firmware/v1.2.0.bin', - Network accessline 416
- MCUboot Documentation: https://docs.mcuboot.com/
library/specializations/embedded-systems/skills/power-consumption-testing/SKILL.md
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library/specializations/embedded-systems/skills/protocol-analyzer/SKILL.md
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library/specializations/embedded-systems/skills/real-time-behavior-testing/SKILL.md
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library/specializations/fpga-programming/skills/axi-protocol/SKILL.md
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library/specializations/fpga-programming/skills/cdc-analysis/SKILL.md
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library/specializations/fpga-programming/skills/fpga-debugging/SKILL.md
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library/specializations/fpga-programming/skills/hdl-simulation/SKILL.md
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library/specializations/fpga-programming/skills/hls-cpp-to-rtl/SKILL.md
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library/specializations/fpga-programming/skills/memory-interfaces/SKILL.md
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library/specializations/fpga-programming/skills/place-and-route/SKILL.md
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library/specializations/fpga-programming/skills/rtl-linting/README.md
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- name: Install Verible run: | wget https://github.com/chipsalliance/verible/releases/latest/download/verible-v0.0-linux.tar.gz - Network accessline 203
run: | wget https://github.com/chipsalliance/verible/releases/latest/download/verible-v0.0-linux.tar.gz tar xf verible-*.tar.gz - Network accessline 204
wget https://github.com/chipsalliance/verible/releases/latest/download/verible-v0.0-linux.tar.gz - Network accessline 292
- [Verible Documentation](https://chipsalliance.github.io/verible/) - Network accessline 293
- [Verible GitHub](https://github.com/chipsalliance/verible) - Network accessline 294
- [Xilinx DRC Reference](https://docs.xilinx.com/r/en-US/ug906-vivado-design-analysis) - Network accessline 295
- [SpyGlass User Guide](https://www.synopsys.com/verification/static-and-formal-verification/spyglass.html)
library/specializations/fpga-programming/skills/rtl-linting/SKILL.md
library/specializations/fpga-programming/skills/sva-assertions/SKILL.md
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library/specializations/fpga-programming/skills/synthesis-optimization/README.md
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- [Xilinx UG901: Vivado Synthesis](https://docs.xilinx.com/r/en-US/ug901-vivado-synthesis) - Network accessline 259
- [Xilinx UG949: UltraFast Design Methodology](https://docs.xilinx.com/r/en-US/ug949-vivado-design-methodology) - Network accessline 260
- [Intel Quartus Prime Synthesis](https://www.intel.com/content/www/us/en/docs/programmable/683323/) - Network accessline 261
- [Yosys Documentation](https://yosyshq.readthedocs.io/)
library/specializations/fpga-programming/skills/synthesis-optimization/SKILL.md
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library/specializations/fpga-programming/skills/timing-constraints/README.md
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- [Xilinx UG903: Using Constraints](https://docs.xilinx.com/r/en-US/ug903-vivado-using-constraints) - Network accessline 283
- [Xilinx UG949: UltraFast Design Methodology](https://docs.xilinx.com/r/en-US/ug949-vivado-design-methodology) - Network accessline 284
- [Intel Quartus Timing Analyzer](https://www.intel.com/content/www/us/en/docs/programmable/683068/) - Network accessline 285
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library/specializations/fpga-programming/skills/verilog-sv-language/README.md
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- [IEEE 1800-2017 SystemVerilog](https://standards.ieee.org/standard/1800-2017.html) - Network accessline 283
- [Verilator Documentation](https://verilator.org/guide/latest/) - Network accessline 284
- [Verible Documentation](https://chipsalliance.github.io/verible/) - Network accessline 285
- [Xilinx SystemVerilog Support](https://docs.xilinx.com/r/en-US/ug901-vivado-synthesis)
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- [GHDL Documentation](https://ghdl.github.io/ghdl/) - Network accessline 283
- [Xilinx UG901 Synthesis Guide](https://docs.xilinx.com/r/en-US/ug901-vivado-synthesis) - Network accessline 284
- [Intel Quartus Synthesis Reference](https://www.intel.com/content/www/us/en/docs/programmable/683323/)
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- [Unreal Engine Behavior Trees](https://docs.unrealengine.com/5.0/en-US/behavior-trees-in-unreal-engine/) - Network accessline 191
- [Beehave for Godot](https://github.com/bitbrain/beehave) - Network accessline 192
- [ClaudeAI Plugin for UE5](https://claudeaiplugin.com/) - Network accessline 193
- [Understanding Behavior Trees](https://www.behaviortree.dev/) - Network accessline 194
- [AI and Games - Behavior Trees](https://www.youtube.com/watch?v=uq8hnnkAxsw)
library/specializations/game-development/skills/behavior-trees/SKILL.md
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- [Unreal Engine Behavior Trees](https://docs.unrealengine.com/5.0/en-US/behavior-trees-in-unreal-engine/) - Network accessline 545
- [Beehave (Godot)](https://github.com/bitbrain/beehave) - Network accessline 546
- [ClaudeAI Plugin for UE5](https://claudeaiplugin.com/) - Generates Behavior Trees - Network accessline 547
- [Understanding Behavior Trees](https://www.behaviortree.dev/)
library/specializations/game-development/skills/blender-integration/SKILL.md
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library/specializations/game-development/skills/dialogue-ai/SKILL.md
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library/specializations/game-development/skills/godot-2d/SKILL.md
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library/specializations/game-development/skills/godot-csharp/SKILL.md
library/specializations/game-development/skills/godot-development/README.md
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# Verify MCP server is running curl http://localhost:8080/health - Network accessline 155
curl http://localhost:8080/health - Network accessline 197
- [Godot Documentation](https://docs.godotengine.org/) - Network accessline 198
- [Godot-MCP (ee0pdt)](https://github.com/ee0pdt/Godot-MCP) - Network accessline 199
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- [GDAI MCP Server](https://gdaimcp.com/) - Network accessline 201
- [Godot MCP Deep Dive](https://skywork.ai/skypage/en/godot-ai-mcp-server/1978727584661884928) - Network accessline 202
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- [godot-mcp (Coding-Solo)](https://github.com/Coding-Solo/godot-mcp) - Network accessline 392
- [GDAI MCP Server](https://gdaimcp.com/) - Network accessline 393
- [GDScript Style Guide](https://docs.godotengine.org/en/stable/tutorials/scripting/gdscript/gdscript_styleguide.html) - Network accessline 394
- [Godot Best Practices](https://docs.godotengine.org/en/stable/tutorials/best_practices/)
library/specializations/game-development/skills/godot-gdscript/SKILL.md
library/specializations/game-development/skills/godot-networking/SKILL.md
library/specializations/game-development/skills/godot-physics/SKILL.md
library/specializations/game-development/skills/godot-shaders/SKILL.md
library/specializations/game-development/skills/gog-sdk/SKILL.md
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library/specializations/game-development/skills/iap/SKILL.md
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library/specializations/game-development/skills/navmesh/README.md
- Network accessline 191
- [Unity AI Navigation](https://docs.unity3d.com/Packages/com.unity.ai.navigation@1.1/manual/index.html) - Network accessline 192
- [Unreal Navigation System](https://docs.unrealengine.com/5.0/en-US/navigation-system-in-unreal-engine/) - Network accessline 193
- [Godot NavigationServer](https://docs.godotengine.org/en/stable/tutorials/navigation/navigation_introduction_2d.html) - Network accessline 194
- [Recast Navigation Library](https://github.com/recastnavigation/recastnavigation) - Network accessline 195
- [A* Pathfinding Project](https://arongranberg.com/astar/) - Network accessline 196
- [Navigation Mesh Generation](https://www.gamedeveloper.com/programming/navigation-mesh-generation)
library/specializations/game-development/skills/navmesh/SKILL.md
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- [Unity AI Navigation](https://docs.unity3d.com/Packages/com.unity.ai.navigation@1.1/manual/index.html) - Network accessline 612
- [Unreal Engine Navigation System](https://docs.unrealengine.com/5.0/en-US/navigation-system-in-unreal-engine/) - Network accessline 613
- [Godot NavigationServer](https://docs.godotengine.org/en/stable/tutorials/navigation/navigation_introduction_2d.html) - Network accessline 614
- [Recast Navigation](https://github.com/recastnavigation/recastnavigation) - Network accessline 615
- [A* Pathfinding Project (Unity)](https://arongranberg.com/astar/)
library/specializations/game-development/skills/occlusion-culling/SKILL.md
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library/specializations/game-development/skills/state-sync/SKILL.md
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library/specializations/game-development/skills/steam-sdk/SKILL.md
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library/specializations/game-development/skills/steering-behaviors/SKILL.md
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library/specializations/game-development/skills/substance/SKILL.md
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library/specializations/game-development/skills/terrain/SKILL.md
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Read, Grep, Write, Bash, Edit, Glob, WebFetch
library/specializations/game-development/skills/texture-pipeline/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch
library/specializations/game-development/skills/tile-based/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch
library/specializations/game-development/skills/touch-controls/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch
library/specializations/game-development/skills/trail-effects/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch
library/specializations/game-development/skills/tutorial-systems/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch
library/specializations/game-development/skills/unity-addressables/SKILL.md
library/specializations/game-development/skills/unity-animation/SKILL.md
library/specializations/game-development/skills/unity-cinemachine/SKILL.md
library/specializations/game-development/skills/unity-development/README.md
- Network accessline 151
# Verify MCP server is running curl http://localhost:8080/health - Network accessline 152
curl http://localhost:8080/health - Network accessline 179
- [Unity Documentation](https://docs.unity3d.com/) - Network accessline 180
- [Unity MCP (CoplayDev)](https://github.com/CoplayDev/unity-mcp) - Network accessline 181
- [Unity-MCP (IvanMurzak)](https://github.com/IvanMurzak/Unity-MCP) - Network accessline 182
- [mcp-unity (CoderGamester)](https://github.com/CoderGamester/mcp-unity) - Network accessline 183
- [Unity MCP Guide](https://apidog.com/blog/unity-mcp-server/) - Network accessline 184
- [MCP-Unity: Protocol-Driven Framework (ACM 2025)](https://dl.acm.org/doi/10.1145/XXXXX)
library/specializations/game-development/skills/unity-development/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 293
- [Unity Documentation](https://docs.unity3d.com/) - Network accessline 294
- [Unity MCP (CoplayDev)](https://github.com/CoplayDev/unity-mcp) - Network accessline 295
- [Unity-MCP (IvanMurzak)](https://github.com/IvanMurzak/Unity-MCP) - Network accessline 296
- [mcp-unity (CoderGamester)](https://github.com/CoderGamester/mcp-unity) - Network accessline 297
- [Unity Learn](https://learn.unity.com/) - Network accessline 298
- [Unity Best Practices](https://unity.com/how-to)
library/specializations/game-development/skills/unity-ecs/SKILL.md
library/specializations/game-development/skills/unity-hdrp/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 89
- [HDRP Documentation](https://docs.unity3d.com/Packages/com.unity.render-pipelines.high-definition@latest) - Network accessline 90
- [Ray Tracing in HDRP](https://docs.unity3d.com/Packages/com.unity.render-pipelines.high-definition@latest/index.html?subfolder=/manual/Ray-Tracing-Getting-Started.html)
library/specializations/game-development/skills/unity-input-system/SKILL.md
library/specializations/game-development/skills/unity-netcode/SKILL.md
library/specializations/game-development/skills/unity-physics/SKILL.md
library/specializations/game-development/skills/unity-profiler/SKILL.md
library/specializations/game-development/skills/unity-shader-graph/SKILL.md
library/specializations/game-development/skills/unity-ui-toolkit/SKILL.md
library/specializations/game-development/skills/unity-urp/SKILL.md
library/specializations/game-development/skills/unity-vfx-graph/SKILL.md
library/specializations/game-development/skills/unreal-blueprint/SKILL.md
library/specializations/game-development/skills/unreal-chaos/SKILL.md
library/specializations/game-development/skills/unreal-control-rig/SKILL.md
library/specializations/game-development/skills/unreal-cpp/SKILL.md
library/specializations/game-development/skills/unreal-development/README.md
- Network accessline 48
# Or clone and install git clone https://github.com/chongdashu/unreal-mcp - Network accessline 49
git clone https://github.com/chongdashu/unreal-mcp - Network accessline 164
# Verify MCP server curl http://localhost:9090/health - Network accessline 165
curl http://localhost:9090/health - Network accessline 207
- [Unreal Engine Documentation](https://dev.epicgames.com/documentation/) - Network accessline 208
- [UnrealMCP (kvick-games)](https://github.com/kvick-games/UnrealMCP) - Network accessline 209
- [unreal-mcp (chongdashu)](https://github.com/chongdashu/unreal-mcp) - Network accessline 210
- [ClaudeAI Plugin for UE5](https://claudeaiplugin.com/) - Network accessline 211
- [UnrealClaude](https://github.com/Natfii/UnrealClaude) - Network accessline 212
- [Unreal Engine Code Analyzer](https://glama.ai/mcp/servers/@ayeletstudioindia/unreal-analyzer-mcp) - Network accessline 213
- [Unreal MCP Guide](https://apidog.com/blog/unreal-engine-mcp-server/)
library/specializations/game-development/skills/unreal-development/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 403
- [Unreal Engine Documentation](https://dev.epicgames.com/documentation/) - Network accessline 404
- [UnrealMCP (kvick-games)](https://github.com/kvick-games/UnrealMCP) - Network accessline 405
- [unreal-mcp (chongdashu)](https://github.com/chongdashu/unreal-mcp) - Network accessline 406
- [Unreal_mcp (ChiR24)](https://github.com/ChiR24/Unreal_mcp) - Network accessline 407
- [ClaudeAI Plugin for UE5](https://claudeaiplugin.com/) - Network accessline 408
- [Unreal C++ Documentation](https://docs.unrealengine.com/5.0/en-US/programming-with-cplusplus-in-unreal-engine/)
library/specializations/game-development/skills/unreal-gamesframework/SKILL.md
library/specializations/game-development/skills/unreal-lumen/SKILL.md
library/specializations/game-development/skills/unreal-materials/SKILL.md
library/specializations/game-development/skills/unreal-metasounds/SKILL.md
library/specializations/game-development/skills/unreal-nanite/SKILL.md
library/specializations/game-development/skills/unreal-networking/SKILL.md
library/specializations/game-development/skills/unreal-niagara/SKILL.md
library/specializations/game-development/skills/unreal-sequencer/SKILL.md
library/specializations/game-development/skills/utility-ai/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch
library/specializations/game-development/skills/vehicle-physics/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch
library/specializations/game-development/skills/voice-chat/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch
library/specializations/game-development/skills/world-composition/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch
library/specializations/game-development/skills/wwise/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch
library/specializations/game-development/skills/xbox-gdk/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch
library/specializations/game-development/skills/zbrush/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch
library/specializations/gpu-programming/skills/cublas-cudnn/README.md
library/specializations/gpu-programming/skills/cublas-cudnn/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch
library/specializations/gpu-programming/skills/cuda-debugging/README.md
- Network accessline 254
- [NVIDIA Compute Sanitizer Documentation](https://docs.nvidia.com/compute-sanitizer/ComputeSanitizer/index.html) - Network accessline 255
- [CUDA-GDB User Guide](https://docs.nvidia.com/cuda/cuda-gdb/index.html) - Network accessline 256
- [CUDA Debugging Best Practices](https://developer.nvidia.com/blog/cuda-debugging-tips/) - Network accessline 257
- [Claude Debugs For You MCP](https://github.com/jasonjmcghee/claude-debugs-for-you)
library/specializations/gpu-programming/skills/cuda-debugging/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch - Network accessline 276
| Server | Description | Installation | |--------|-------------|--------------| | claude-debugs-for-you | Interactive debugging via Claude | [GitHub](https://github.com/jasonjmcghee/claude-debugs-for-you) | - Network accessline 278
| claude-debugs-for-you | Interactive debugging via Claude | [GitHub](https://github.com/jasonjmcghee/claude-debugs-for-you) |
library/specializations/gpu-programming/skills/cuda-graphs/README.md
- Network accessline 255
- [CUDA Graphs Documentation](https://docs.nvidia.com/cuda/cuda-c-programming-guide/index.html#cuda-graphs) - Network accessline 256
- [CUDA Graphs Best Practices](https://developer.nvidia.com/blog/cuda-graphs/) - Network accessline 257
- [NVIDIA CUDA Samples - Graphs](https://github.com/NVIDIA/cuda-samples) - Network accessline 258
- [Nsight Systems Graph Profiling](https://developer.nvidia.com/nsight-systems)
library/specializations/gpu-programming/skills/cuda-graphs/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch
library/specializations/gpu-programming/skills/cuda-toolkit/README.md
library/specializations/gpu-programming/skills/cuda-toolkit/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch
library/specializations/gpu-programming/skills/cutlass-triton/README.md
- Network accessline 18
# CUTLASS (clone from GitHub) git clone https://github.com/NVIDIA/cutlass.git - Network accessline 19
git clone https://github.com/NVIDIA/cutlass.git - Network accessline 83
- [CUTLASS GitHub](https://github.com/NVIDIA/cutlass) - Network accessline 84
- [Triton Documentation](https://triton-lang.org/) - Network accessline 85
- [Flash Attention](https://github.com/Dao-AILab/flash-attention)
library/specializations/gpu-programming/skills/cutlass-triton/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch
library/specializations/gpu-programming/skills/gpu-benchmarking/README.md
- Dangerous shell operationline 278
sudo nvidia-smi -pm 1 - Dangerous shell operationline 279
sudo nvidia-smi -lgc 1500,1500 - Dangerous shell operationline 280
sudo nvidia-smi -lmc 877,877 - Dangerous shell operationline 283
sudo nvidia-smi -mig 0 - Dangerous shell operationline 289
sudo nvidia-smi -rgc - Dangerous shell operationline 290
sudo nvidia-smi -rmc - Network accessline 301
- [NVIDIA CUDA Events](https://docs.nvidia.com/cuda/cuda-runtime-api/group__CUDART__EVENT.html) - Network accessline 302
- [GPU Benchmarking Best Practices](https://developer.nvidia.com/blog/how-implement-performance-metrics-cuda-cc/) - Network accessline 303
- [Parallel Reductions Benchmark](https://github.com/ashvardanian/ParallelReductionsBenchmark) - Network accessline 304
- [NVIDIA AgentIQ MCP](https://docs.nvidia.com/agentiq/latest/components/mcp.html)
library/specializations/gpu-programming/skills/gpu-benchmarking/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch - Dangerous shell operationline 345
eval $BENCHMARK_CMD - Network accessline 489
| Server | Description | Reference | |--------|-------------|-----------| | NVIDIA AgentIQ MCP | Profiling and observability | [NVIDIA Docs](https://docs.nvidia.com/agentiq/latest/components/mcp.html) | - Network accessline 491
| NVIDIA AgentIQ MCP | Profiling and observability | [NVIDIA Docs](https://docs.nvidia.com/agentiq/latest/components/mcp.html) | - Dangerous shell operationline 506
sudo nvidia-smi -pm 1 # Enable persistence mode - Dangerous shell operationline 507
sudo nvidia-smi -lgc 1500,1500 # Lock graphics clock - Dangerous shell operationline 508
sudo nvidia-smi -lmc 877,877 # Lock memory clock - Dangerous shell operationline 514
sudo nvidia-smi -rgc # Reset graphics clock - Dangerous shell operationline 515
sudo nvidia-smi -rmc # Reset memory clock
library/specializations/gpu-programming/skills/gpu-memory-analysis/README.md
library/specializations/gpu-programming/skills/gpu-memory-analysis/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch
library/specializations/gpu-programming/skills/hip-rocm/README.md
library/specializations/gpu-programming/skills/hip-rocm/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch
library/specializations/gpu-programming/skills/nccl-communication/README.md
library/specializations/gpu-programming/skills/nccl-communication/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch
library/specializations/gpu-programming/skills/nsight-profiler/README.md
library/specializations/gpu-programming/skills/nsight-profiler/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch
library/specializations/gpu-programming/skills/nvenc-nvdec/README.md
library/specializations/gpu-programming/skills/nvenc-nvdec/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch
library/specializations/gpu-programming/skills/opencl-runtime/README.md
library/specializations/gpu-programming/skills/opencl-runtime/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch
library/specializations/gpu-programming/skills/parallel-patterns/README.md
- Network accessline 79
- [CUB Documentation](https://nvlabs.github.io/cub/) - Network accessline 80
- [Thrust Documentation](https://thrust.github.io/) - Network accessline 81
- [GPU Gems 3: Parallel Prefix Sum](https://developer.nvidia.com/gpugems/gpugems3/part-vi-gpu-computing/chapter-39-parallel-prefix-sum-scan-cuda)
library/specializations/gpu-programming/skills/parallel-patterns/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch
library/specializations/gpu-programming/skills/stencil-convolution/README.md
- Network accessline 265
- [NVIDIA CUDA Stencil Examples](https://github.com/NVIDIA/cuda-samples) - Network accessline 266
- [ENCCS CUDA Training - Stencils](https://enccs.github.io/cuda/) - Network accessline 267
- [Temporal Blocking Techniques](https://developer.nvidia.com/blog/efficient-stencil-computations-cuda/) - Network accessline 268
- [cuDNN Convolution](https://docs.nvidia.com/deeplearning/cudnn/api/index.html)
library/specializations/gpu-programming/skills/stencil-convolution/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch
library/specializations/gpu-programming/skills/tensorrt-optimization/README.md
- Network accessline 87
- [TensorRT Documentation](https://docs.nvidia.com/deeplearning/tensorrt/) - Network accessline 88
- [TensorRT Developer Guide](https://docs.nvidia.com/deeplearning/tensorrt/developer-guide/) - Network accessline 89
- [TensorRT Best Practices](https://docs.nvidia.com/deeplearning/tensorrt/best-practices/)
library/specializations/gpu-programming/skills/tensorrt-optimization/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch
library/specializations/gpu-programming/skills/unified-memory/README.md
- Network accessline 257
- [CUDA Unified Memory](https://developer.nvidia.com/blog/unified-memory-cuda-beginners/) - Network accessline 258
- [Unified Memory in CUDA 9](https://developer.nvidia.com/blog/unified-memory-cuda-9/) - Network accessline 259
- [CUDA C++ Programming Guide - Unified Memory](https://docs.nvidia.com/cuda/cuda-c-programming-guide/index.html#um-unified-memory-programming-hd) - Network accessline 260
- [NVIDIA CCCL Documentation](https://nvidia.github.io/cccl/thrust/)
library/specializations/gpu-programming/skills/unified-memory/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch - Network accessline 429
| Server | Description | Reference | |--------|-------------|-----------| | NVIDIA NeMo Agent Toolkit | GPU memory management | [NVIDIA Docs](https://docs.nvidia.com/nemo/agent-toolkit/) | - Network accessline 431
| NVIDIA NeMo Agent Toolkit | GPU memory management | [NVIDIA Docs](https://docs.nvidia.com/nemo/agent-toolkit/) |
library/specializations/gpu-programming/skills/vulkan-compute/README.md
library/specializations/gpu-programming/skills/vulkan-compute/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch
library/specializations/gpu-programming/skills/warp-primitives/README.md
library/specializations/gpu-programming/skills/warp-primitives/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch
library/specializations/media/media-production-pipeline.js
- Executable scriptline 1
Executable file
library/specializations/meta/harnesses/claude-code/examples/SKILL.md
- Broad permissionsline 1
Bash, Read, Grep, Glob, WebFetch - Dangerous shell operationline 22
if: "Bash(rm *)" - Network accessline 44
Current deployment status: !`curl -s https://deploy.internal.example.com/api/status 2>/dev/null || echo "Status endpoint unavailable"` - Network accessline 45
!`curl -s https://deploy.internal.example.com/api/status 2>/dev/null || echo "Status endpoint unavailable"` - Network accessline 97
if [ "$0" = "production" ]; then curl -X POST https://hooks.slack.example.com/deploy \ - Network accessline 98
curl -X POST https://hooks.slack.example.com/deploy \
library/specializations/meta/harnesses/claude-code/examples/agent.md
- Dangerous shell operationline 22
if: "Bash(rm *)"
library/specializations/meta/harnesses/claude-code/examples/plugin.json
- Network accessline 6
"name": "ACME DevTools Team", "email": "devtools@acme.example.com", "url": "https://github.com/acme-corp" - Network accessline 7
"email": "devtools@acme.example.com", "url": "https://github.com/acme-corp" }, - Network accessline 8
"url": "https://github.com/acme-corp" - Network accessline 9
}, "homepage": "https://docs.acme.example.com/claude-plugin", "repository": "https://github.com/acme-corp/acme-devtools", - Network accessline 10
"homepage": "https://docs.acme.example.com/claude-plugin", - Network accessline 11
"repository": "https://github.com/acme-corp/acme-devtools", - Network accessline 69
"userConfig": { "jira_url": { "description": "Your JIRA instance URL (e.g., https://acme.atlassian.net)", - Network accessline 70
"jira_url": { "description": "Your JIRA instance URL (e.g., https://acme.atlassian.net)", "sensitive": false - Network accessline 71
"description": "Your JIRA instance URL (e.g., https://acme.atlassian.net)",
library/specializations/meta/harnesses/claude-code/examples/settings.json
- Dangerous shell operationline 42
"Bash(rm -rf *)", - Network accessline 42
"Bash(rm -rf *)", "Bash(sudo *)", "Bash(curl * | bash)", - Dangerous shell operationline 43
"Bash(sudo *)", - Network accessline 43
"Bash(sudo *)", "Bash(curl * | bash)", "Bash(wget * | bash)", - Dangerous shell operationline 44
"Bash(curl * | bash)", - Network accessline 44
"Bash(curl * | bash)", - Dangerous shell operationline 45
"Bash(wget * | bash)", - Network accessline 45
"Bash(wget * | bash)", - Dangerous shell operationline 73
"if": "Bash(rm *)", - Network accessline 95
{ "type": "http", "url": "http://localhost:8080/hooks/audit-mcp", - Network accessline 96
"type": "http", "url": "http://localhost:8080/hooks/audit-mcp", "headers": { - Network accessline 97
"url": "http://localhost:8080/hooks/audit-mcp", - Access to secretsline 99
[Credential-related source omitted]
library/specializations/meta/skills/specialization-researcher/SKILL.md
library/specializations/mobile-development/skills/accessibility-testing/README.md
- Network accessline 238
- [WCAG 2.1 Quick Reference](https://www.w3.org/WAI/WCAG21/quickref/) - Network accessline 239
- [Apple Accessibility Programming Guide](https://developer.apple.com/accessibility/) - Network accessline 240
- [Android Accessibility Developer Guide](https://developer.android.com/guide/topics/ui/accessibility) - Network accessline 241
- [Axiom iOS Accessibility](https://github.com/CharlesWiltgen/Axiom) - Network accessline 242
- [accessibility-tester (VoltAgent)](https://github.com/VoltAgent/awesome-claude-code-subagents/blob/main/categories/04-quality-security/accessibility-tester.md)
library/specializations/mobile-development/skills/accessibility-testing/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 400
- [WCAG 2.1 Guidelines](https://www.w3.org/WAI/WCAG21/quickref/) - Network accessline 401
- [iOS Accessibility Programming Guide](https://developer.apple.com/accessibility/ios/) - Network accessline 402
- [Android Accessibility Guide](https://developer.android.com/guide/topics/ui/accessibility) - Network accessline 403
- [Axiom Accessibility Skills](https://github.com/CharlesWiltgen/Axiom) - Network accessline 404
- [A11y Compliance Enforcer](https://github.com/senaiverse/claude-code-reactnative-expo-agent-system)
library/specializations/mobile-development/skills/app-store-connect/SKILL.md
- Access to secretsline 168
[Credential-related source omitted] - Network accessline 215
# URLs support_url("https://example.com/support") - Network accessline 216
support_url("https://example.com/support") - Network accessline 217
marketing_url("https://example.com") - Network accessline 218
privacy_url("https://example.com/privacy") - Network accessline 308
func fetchApps() async throws -> [App] { let url = URL(string: "https://api.appstoreconnect.apple.com/v1/apps")! - Network accessline 309
let url = URL(string: "https://api.appstoreconnect.apple.com/v1/apps")!
library/specializations/mobile-development/skills/deep-linking/README.md
- Network accessline 65
Host verification files at: - iOS: `https://example.com/.well-known/apple-app-site-association` - Network accessline 66
- iOS: `https://example.com/.well-known/apple-app-site-association` - Network accessline 67
- Android: `https://example.com/.well-known/assetlinks.json` - Network accessline 115
# Check AASA file is accessible curl -I https://example.com/.well-known/apple-app-site-association - Network accessline 116
curl -I https://example.com/.well-known/apple-app-site-association - Network accessline 118
# Verify content type (should be application/json) curl -v https://example.com/.well-known/apple-app-site-association - Network accessline 119
curl -v https://example.com/.well-known/apple-app-site-association - Network accessline 121
# Use Apple's CDN validator curl "https://app-site-association.cdn-apple.com/a/v1/example.com" - Network accessline 122
curl "https://app-site-association.cdn-apple.com/a/v1/example.com" - Network accessline 128
# Check assetlinks.json is accessible curl -I https://example.com/.well-known/assetlinks.json - Network accessline 129
curl -I https://example.com/.well-known/assetlinks.json - Network accessline 141
# iOS Simulator xcrun simctl openurl booted "https://example.com/products/123" - Network accessline 142
xcrun simctl openurl booted "https://example.com/products/123" - Network accessline 145
# Android Emulator adb shell am start -W -a android.intent.action.VIEW -d "https://example.com/products/123" com.example.app - Network accessline 146
adb shell am start -W -a android.intent.action.VIEW -d "https://example.com/products/123" com.example.app - Network accessline 155
https://example.com/{resource}/{id} - Network accessline 156
https://example.com/{resource}/{id}/{action} - Network accessline 158
Examples: https://example.com/products/12345 - Network accessline 159
https://example.com/products/12345 - Network accessline 160
https://example.com/users/john/profile - Network accessline 161
https://example.com/orders/67890/track - Network accessline 234
- [Apple Universal Links Documentation](https://developer.apple.com/documentation/xcode/supporting-universal-links-in-your-app) - Network accessline 235
- [Android App Links Guide](https://developer.android.com/training/app-links) - Network accessline 236
- [AASA Validator (Branch)](https://branch.io/resources/aasa-validator/) - Network accessline 237
- [Digital Asset Links Generator](https://developers.google.com/digital-asset-links/tools/generator) - Network accessline 238
- [Branch.io Documentation](https://docs.branch.io/) - Network accessline 239
- [Firebase Dynamic Links](https://firebase.google.com/docs/dynamic-links)
library/specializations/mobile-development/skills/deep-linking/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 86
# iOS: Host AASA file at # https://example.com/.well-known/apple-app-site-association - Network accessline 87
# https://example.com/.well-known/apple-app-site-association - Network accessline 89
# Android: Host assetlinks.json at # https://example.com/.well-known/assetlinks.json - Network accessline 90
# https://example.com/.well-known/assetlinks.json - Network accessline 330
deepLinks = listOf( navDeepLink { uriPattern = "https://example.com/products/{productId}" - Network accessline 331
navDeepLink { uriPattern = "https://example.com/products/{productId}" }, - Network accessline 332
uriPattern = "https://example.com/products/{productId}" - Network accessline 345
deepLinks = listOf( navDeepLink { uriPattern = "https://example.com/users/{userId}" - Network accessline 346
navDeepLink { uriPattern = "https://example.com/users/{userId}" } - Network accessline 347
uriPattern = "https://example.com/users/{userId}" - Network accessline 364
const linking = { prefixes: ['https://example.com', 'myapp://'], - Network accessline 365
prefixes: ['https://example.com', 'myapp://'], - Network accessline 462
# Validate AASA file curl -I https://example.com/.well-known/apple-app-site-association - Network accessline 463
curl -I https://example.com/.well-known/apple-app-site-association - Network accessline 465
# Check AASA content curl https://example.com/.well-known/apple-app-site-association | jq - Network accessline 466
curl https://example.com/.well-known/apple-app-site-association | jq - Network accessline 468
# Use Apple's CDN validator curl "https://app-site-association.cdn-apple.com/a/v1/example.com" - Network accessline 469
curl "https://app-site-association.cdn-apple.com/a/v1/example.com" - Network accessline 477
# Validate assetlinks.json curl -I https://example.com/.well-known/assetlinks.json - Network accessline 478
curl -I https://example.com/.well-known/assetlinks.json - Network accessline 480
# Check content curl https://example.com/.well-known/assetlinks.json | jq - Network accessline 481
curl https://example.com/.well-known/assetlinks.json | jq - Network accessline 502
- [Apple Universal Links](https://developer.apple.com/documentation/xcode/supporting-universal-links-in-your-app) - Network accessline 503
- [Android App Links](https://developer.android.com/training/app-links) - Network accessline 504
- [AASA Validator](https://branch.io/resources/aasa-validator/) - Network accessline 505
- [Asset Links Generator](https://developers.google.com/digital-asset-links/tools/generator) - Network accessline 506
- [Branch.io Deep Linking](https://docs.branch.io/deep-linking/) - Network accessline 507
- [Firebase Dynamic Links](https://firebase.google.com/docs/dynamic-links)
library/specializations/mobile-development/skills/fastlane-cicd/SKILL.md
library/specializations/mobile-development/skills/google-play-console/SKILL.md
- Network accessline 175
"client_email": "service-account@project.iam.gserviceaccount.com", "client_id": "123456789", "auth_uri": "https://accounts.google.com/o/oauth2/auth", - Network accessline 176
"client_id": "123456789", "auth_uri": "https://accounts.google.com/o/oauth2/auth", "token_uri": "https://oauth2.googleapis.com/token" - Network accessline 177
"auth_uri": "https://accounts.google.com/o/oauth2/auth", - Network accessline 178
"token_uri": "https://oauth2.googleapis.com/token" - Network accessline 289
val credentials = GoogleCredentials .fromStream(FileInputStream(credentialsPath)) .createScoped(listOf("https://www.googleapis.com/auth/androidpublisher")) - Network accessline 291
.createScoped(listOf("https://www.googleapis.com/auth/androidpublisher"))
library/specializations/mobile-development/skills/graphql-mobile/SKILL.md
- Network accessline 111
const httpLink = createHttpLink({ uri: 'https://api.example.com/graphql', - Network accessline 112
uri: 'https://api.example.com/graphql', - Network accessline 178
# codegen.yml schema: https://api.example.com/graphql - Network accessline 179
schema: https://api.example.com/graphql - Network accessline 267
let provider = DefaultInterceptorProvider(store: store) let url = URL(string: "https://api.example.com/graphql")! - Network accessline 268
let url = URL(string: "https://api.example.com/graphql")!
library/specializations/mobile-development/skills/ios-persistence/README.md
library/specializations/mobile-development/skills/ios-persistence/SKILL.md
- Network accessline 244
let request = fetchRequest() request.sortDescriptors = [NSSortDescriptor(keyPath: \Item.createdAt, ascending: false)] return (try? context.fetch(request)) ?? [] - Network accessline 245
request.sortDescriptors = [NSSortDescriptor(keyPath: \Item.createdAt, ascending: false)] return (try? context.fetch(request)) ?? [] } - Network accessline 246
return (try? context.fetch(request)) ?? [] - Network accessline 251
request.predicate = NSPredicate(format: "isCompleted == NO") request.sortDescriptors = [NSSortDescriptor(keyPath: \Item.createdAt, ascending: false)] return (try? context.fetch(request)) ?? [] - Network accessline 252
request.sortDescriptors = [NSSortDescriptor(keyPath: \Item.createdAt, ascending: false)] return (try? context.fetch(request)) ?? [] } - Network accessline 253
return (try? context.fetch(request)) ?? []
library/specializations/mobile-development/skills/kotlin-compose/SKILL.md
- Network accessline 465
fun provideRetrofit(): Retrofit { return Retrofit.Builder() .baseUrl("https://api.example.com/") - Network accessline 466
return Retrofit.Builder() .baseUrl("https://api.example.com/") .addConverterFactory(MoshiConverterFactory.create()) - Network accessline 467
.baseUrl("https://api.example.com/")
library/specializations/mobile-development/skills/lottie-animations/README.md
- Network accessline 50
https://github.com/airbnb/lottie-ios.git - Network accessline 269
- [Lottie iOS GitHub](https://github.com/airbnb/lottie-ios) - Network accessline 270
- [Lottie Android GitHub](https://github.com/airbnb/lottie-android) - Network accessline 271
- [lottie-react-native](https://github.com/lottie-react-native/lottie-react-native) - Network accessline 272
- [Lottie Flutter Package](https://pub.dev/packages/lottie) - Network accessline 273
- [LottieFiles - Free Animations](https://lottiefiles.com/) - Network accessline 274
- [Lottie Documentation](https://airbnb.io/lottie/) - Network accessline 275
- [After Effects to Lottie Guide](https://airbnb.io/lottie/#/after-effects)
library/specializations/mobile-development/skills/lottie-animations/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 66
# Or Swift Package Manager # https://github.com/airbnb/lottie-ios.git - Network accessline 67
# https://github.com/airbnb/lottie-ios.git - Network accessline 522
# Or use online tools: # https://lottiefiles.com/tools/lottie-optimizer - Network accessline 523
# https://lottiefiles.com/tools/lottie-optimizer - Network accessline 563
- [Lottie for iOS](https://github.com/airbnb/lottie-ios) - Network accessline 564
- [Lottie for Android](https://github.com/airbnb/lottie-android) - Network accessline 565
- [lottie-react-native](https://github.com/lottie-react-native/lottie-react-native) - Network accessline 566
- [Lottie for Flutter](https://pub.dev/packages/lottie) - Network accessline 567
- [LottieFiles](https://lottiefiles.com/) - Network accessline 568
- [Lottie Documentation](https://airbnb.io/lottie/)
library/specializations/mobile-development/skills/mobile-gui-automation/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/mobile-development/skills/mobile-security/README.md
- Access to secretsline 11
[Credential-related source omitted] - Access to secretsline 46
[Credential-related source omitted] - Access to secretsline 124
[Credential-related source omitted] - Access to secretsline 137
[Credential-related source omitted] - Access to secretsline 139
[Credential-related source omitted] - Access to secretsline 143
[Credential-related source omitted] - Access to secretsline 146
[Credential-related source omitted] - Access to secretsline 149
[Credential-related source omitted] - Access to secretsline 165
[Credential-related source omitted] - Access to secretsline 168
[Credential-related source omitted] - Access to secretsline 192
[Credential-related source omitted] - Access to secretsline 200
[Credential-related source omitted] - Access to secretsline 201
[Credential-related source omitted] - Network accessline 206
# Test certificate pinning curl --pinnedpubkey "sha256//AAAA..." https://api.example.com - Network accessline 207
curl --pinnedpubkey "sha256//AAAA..." https://api.example.com - Network accessline 212
- [OWASP Mobile Security Testing Guide](https://owasp.org/www-project-mobile-security-testing-guide/) - Network accessline 213
- [OWASP MASVS](https://mas.owasp.org/MASVS/) - Network accessline 214
[Credential-related source omitted] - Access to secretsline 214
[Credential-related source omitted] - Network accessline 215
- [Android EncryptedSharedPreferences](https://developer.android.com/reference/androidx/security/crypto/EncryptedSharedPreferences) - Network accessline 216
- [TrustKit](https://github.com/datatheorem/TrustKit) - Network accessline 217
- [owasp-mobile-security-checker](https://claude-plugins.dev/skills/@Harishwarrior/flutter-claude-skills/owasp-mobile-security-checker)
library/specializations/mobile-development/skills/mobile-security/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Access to secretsline 25
[Credential-related source omitted] - Access to secretsline 43
[Credential-related source omitted] - Access to secretsline 66
[Credential-related source omitted] - Access to secretsline 67
[Credential-related source omitted] - Access to secretsline 88
[Credential-related source omitted] - Access to secretsline 92
[Credential-related source omitted] - Access to secretsline 140
[Credential-related source omitted] - Access to secretsline 144
[Credential-related source omitted] - Access to secretsline 309
[Credential-related source omitted] - Network accessline 365
- [OWASP Mobile Security Testing Guide](https://owasp.org/www-project-mobile-security-testing-guide/) - Network accessline 366
- [OWASP MASVS](https://mas.owasp.org/MASVS/) - Network accessline 367
- [Apple Security Documentation](https://developer.apple.com/documentation/security) - Network accessline 368
- [Android Security Best Practices](https://developer.android.com/topic/security/best-practices) - Network accessline 369
- [TrustKit iOS](https://github.com/datatheorem/TrustKit) - Network accessline 370
- [owasp-mobile-security-checker](https://claude-plugins.dev/skills/@Harishwarrior/flutter-claude-skills/owasp-mobile-security-checker)
library/specializations/mobile-development/skills/mobile-sensor-integration/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/mobile-development/skills/network-condition-testing/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/mobile-development/skills/offline-mode-testing/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/mobile-development/skills/offline-storage/SKILL.md
- Network accessline 191
const isOnline = await NetInfo.fetch().then(state => state.isConnected);
library/specializations/mobile-development/skills/payment-integration/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/mobile-development/skills/push-notifications/README.md
- Network accessline 247
# Test APNs connectivity curl -v https://api.push.apple.com - Network accessline 248
curl -v https://api.push.apple.com - Network accessline 250
[Credential-related source omitted] - Network accessline 251
[Credential-related source omitted] - Network accessline 252
[Credential-related source omitted] - Network accessline 254
"https://fcm.googleapis.com/v1/projects/PROJECT_ID/messages:send" - Network accessline 259
- [Apple Push Notification Service Guide](https://developer.apple.com/documentation/usernotifications) - Network accessline 260
- [Firebase Cloud Messaging](https://firebase.google.com/docs/cloud-messaging) - Network accessline 261
- [FCM HTTP v1 API](https://firebase.google.com/docs/reference/fcm/rest/v1/projects.messages) - Network accessline 262
- [APNs Provider API](https://developer.apple.com/documentation/usernotifications/setting_up_a_remote_notification_server) - Network accessline 263
- [Notification Service Extension](https://developer.apple.com/documentation/usernotifications/unnotificationserviceextension)
library/specializations/mobile-development/skills/push-notifications/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Bash, Edit, Glob, WebFetch - Network accessline 466
}, "deep_link": "myapp://messages/123", "image_url": "https://example.com/image.jpg", - Network accessline 467
"deep_link": "myapp://messages/123", "image_url": "https://example.com/image.jpg", "custom_data": { - Network accessline 468
"image_url": "https://example.com/image.jpg", - Network accessline 482
"title": "New Message", "body": "Hey, how are you?", "image": "https://example.com/image.jpg" - Network accessline 483
"body": "Hey, how are you?", "image": "https://example.com/image.jpg" }, - Network accessline 484
"image": "https://example.com/image.jpg" - Network accessline 523
- [Apple Push Notification Service](https://developer.apple.com/documentation/usernotifications) - Network accessline 524
- [Firebase Cloud Messaging](https://firebase.google.com/docs/cloud-messaging) - Network accessline 525
- [APNs Provider API](https://developer.apple.com/documentation/usernotifications/setting_up_a_remote_notification_server) - Network accessline 526
- [FCM HTTP v1 API](https://firebase.google.com/docs/reference/fcm/rest/v1/projects.messages)
library/specializations/mobile-development/skills/swift-swiftui/SKILL.md
- Dangerous shell operationline 406
rm -rf ~/Library/Developer/Xcode/DerivedData
library/specializations/network-programming/skills/dns-protocol/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/network-programming/skills/event-loop/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/network-programming/skills/grpc-protocol/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/network-programming/skills/http-protocol/README.md
- Network accessline 27
- curl - h2spec
library/specializations/network-programming/skills/http-protocol/SKILL.md
library/specializations/network-programming/skills/load-balancer/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/network-programming/skills/network-simulation/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/network-programming/skills/network-testing/SKILL.md
library/specializations/network-programming/skills/packet-capture/README.md
- Network accessline 188
**GitHub:** https://github.com/sarthaksiddha/Wireshark-mcp - Network accessline 200
**GitHub:** https://github.com/0xKoda/WireMCP - Network accessline 212
**Package:** https://pypi.org/project/mcp-wireshark/ - Dangerous shell operationline 242
| Permission denied | Run with sudo or add to wireshark group | - Network accessline 268
- [tcpdump Manual](https://www.tcpdump.org/manpages/tcpdump.1.html) - Network accessline 269
- [Wireshark User's Guide](https://www.wireshark.org/docs/wsug_html_chunked/) - Network accessline 270
- [BPF Filter Syntax](https://www.tcpdump.org/manpages/pcap-filter.7.html) - Network accessline 271
- [Scapy Documentation](https://scapy.readthedocs.io/)
library/specializations/network-programming/skills/packet-capture/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch
library/specializations/network-programming/skills/protocol-fuzzer/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/network-programming/skills/protocol-parser/README.md
- Network accessline 198
**Reference:** https://www.redpanda.com/blog/turn-grpc-api-into-mcp-server - Network accessline 208
**Reference:** https://medium.com/@adkomyagin/how-to-connect-claude-ai-to-enterprise-services-with-mcp - Network accessline 263
- [Protocol Buffers Documentation](https://protobuf.dev/) - Network accessline 264
- [FlatBuffers Documentation](https://google.github.io/flatbuffers/) - Network accessline 265
- [MessagePack Specification](https://msgpack.org/) - Network accessline 266
- [RFC 791 - IP Protocol](https://tools.ietf.org/html/rfc791)
library/specializations/network-programming/skills/protocol-parser/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch
library/specializations/network-programming/skills/proxy-server/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/network-programming/skills/serialization/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/network-programming/skills/socket-programming/README.md
- Network accessline 219
- [Beej's Guide to Network Programming](https://beej.us/guide/bgnet/) - [Linux Socket Programming](https://man7.org/linux/man-pages/man7/socket.7.html) - Network accessline 220
- [Linux Socket Programming](https://man7.org/linux/man-pages/man7/socket.7.html) - Network accessline 221
- [Winsock Documentation](https://docs.microsoft.com/en-us/windows/win32/winsock/) - Network accessline 222
- [The C10K Problem](http://www.kegel.com/c10k.html)
library/specializations/network-programming/skills/socket-programming/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch
library/specializations/network-programming/skills/tls-security/README.md
- Network accessline 24
# Install testssl.sh (optional) git clone https://github.com/drwetter/testssl.sh.git - Network accessline 25
git clone https://github.com/drwetter/testssl.sh.git - Network accessline 197
**GitHub:** https://github.com/malaya-zemlya/tls-mcp - Network accessline 207
**GitHub:** https://github.com/cyproxio/mcp-for-security - Network accessline 264
- [Mozilla SSL Configuration Generator](https://ssl-config.mozilla.org/) - Network accessline 265
- [OpenSSL Documentation](https://www.openssl.org/docs/) - Network accessline 266
- [testssl.sh](https://testssl.sh/) - Network accessline 267
- [SSL Labs](https://www.ssllabs.com/ssltest/)
library/specializations/network-programming/skills/tls-security/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch
library/specializations/network-programming/skills/websocket/README.md
- Network accessline 186
**Reference:** https://skywork.ai/skypage/en/A-Comprehensive-Guide-to-MCP-WebSocket-Servers - Network accessline 197
**GitHub:** https://github.com/dzhng/claude-agent-server - Network accessline 208
**GitHub:** https://github.com/ruvnet/claude-flow - Network accessline 258
- [RFC 6455 - WebSocket Protocol](https://tools.ietf.org/html/rfc6455) - Network accessline 259
- [RFC 7692 - Compression Extensions](https://tools.ietf.org/html/rfc7692) - Network accessline 260
- [Autobahn Test Suite](https://github.com/crossbario/autobahn-testsuite) - Network accessline 261
- [WebSocket API (MDN)](https://developer.mozilla.org/en-US/docs/Web/API/WebSocket)
library/specializations/network-programming/skills/websocket/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch
library/specializations/performance-optimization/skills/branch-prediction/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/performance-optimization/skills/distributed-caching/README.md
- Network accessline 265
**GitHub:** https://github.com/redis/mcp-redis - Network accessline 309
- [Redis Documentation](https://redis.io/docs/) - Network accessline 310
- [Redis Best Practices](https://redis.io/docs/manual/patterns/) - Network accessline 311
- [Redis MCP Server](https://github.com/redis/mcp-redis) - Network accessline 312
- [Memcached Documentation](https://memcached.org/) - Network accessline 313
- [Caching Patterns](https://docs.aws.amazon.com/whitepapers/latest/database-caching-strategies-using-redis/caching-patterns.html)
library/specializations/performance-optimization/skills/distributed-caching/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch - Network accessline 342
| Server | Description | Installation | |--------|-------------|--------------| | mcp-redis (Official) | Redis data management | [GitHub](https://github.com/redis/mcp-redis) | - Network accessline 343
|--------|-------------|--------------| | mcp-redis (Official) | Redis data management | [GitHub](https://github.com/redis/mcp-redis) | | Redis Cloud Admin API | Cloud Redis management | See Redis documentation | - Network accessline 344
| mcp-redis (Official) | Redis data management | [GitHub](https://github.com/redis/mcp-redis) |
library/specializations/performance-optimization/skills/gatling-load-testing/README.md
- Network accessline 27
# Or download bundle wget https://repo1.maven.org/maven2/io/gatling/highcharts/gatling-charts-highcharts-bundle/3.10.3/gatling-charts-highcharts-bundle-3.10.3.zip - Network accessline 28
wget https://repo1.maven.org/maven2/io/gatling/highcharts/gatling-charts-highcharts-bundle/3.10.3/gatling-charts-highcharts-bundle-3.10.3.zip - Network accessline 50
const result = await ctx.task(gatlingTask, { operation: 'create-simulation', baseUrl: 'https://api.example.com', - Network accessline 51
operation: 'create-simulation', baseUrl: 'https://api.example.com', scenarios: [ - Network accessline 52
baseUrl: 'https://api.example.com', - Network accessline 82
/skill gatling-load-testing create-test \ --name "API Smoke Test" \ --base-url "https://api.example.com" \ - Network accessline 83
--name "API Smoke Test" \ --base-url "https://api.example.com" \ --endpoints "/health,/users,/products" \ - Network accessline 84
--base-url "https://api.example.com" \ - Network accessline 143
jvmArgs: "-Xms2g -Xmx8g" defaults: baseUrl: https://staging.example.com - Network accessline 144
defaults: baseUrl: https://staging.example.com rampDuration: 60s - Network accessline 145
baseUrl: https://staging.example.com - Network accessline 295
- [Gatling Documentation](https://gatling.io/docs/gatling/) - Network accessline 296
- [Gatling Academy](https://gatling.io/academy/) - Network accessline 297
- [Gatling Cheat Sheet](https://gatling.io/docs/gatling/reference/current/cheat-sheet/) - Network accessline 298
- [Scala DSL Reference](https://gatling.io/docs/gatling/reference/current/core/simulation/) - Network accessline 299
- [Locust MCP Server](https://github.com/QAInsights/locust-mcp-server) - Alternative load testing
library/specializations/performance-optimization/skills/gatling-load-testing/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch - Network accessline 55
// HTTP Protocol Configuration val httpProtocol = http .baseUrl("https://api.example.com") - Network accessline 56
val httpProtocol = http .baseUrl("https://api.example.com") .acceptHeader("application/json") - Network accessline 57
.baseUrl("https://api.example.com") - Dangerous shell operationline 69
val authenticate = exec( - Dangerous shell operationline 80
val searchProducts = exec( - Dangerous shell operationline 92
val viewProduct = exec( - Dangerous shell operationline 112
exec(viewProduct) - Dangerous shell operationline 223
exec( - Dangerous shell operationline 238
exec( - Dangerous shell operationline 247
exec( - Dangerous shell operationline 254
exec(session => { - Dangerous shell operationline 262
exec(premiumFeatures)
library/specializations/performance-optimization/skills/lock-free-data-structures/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/performance-optimization/skills/memlab-analysis/README.md
- Network accessline 38
# Create scenario from URL /skill memlab-analysis create-scenario \ --url https://app.example.com \ - Network accessline 39
/skill memlab-analysis create-scenario --url https://app.example.com - Network accessline 40
--url https://app.example.com \ - Network accessline 78
# Generate scenario for a page /skill memlab-analysis generate-scenario \ --url https://app.example.com/dashboard \ - Network accessline 79
/skill memlab-analysis generate-scenario --url https://app.example.com/dashboard - Network accessline 80
--url https://app.example.com/dashboard \ - Network accessline 88
module.exports = { name: 'dashboard-scenario', url: () => 'https://app.example.com/dashboard', - Network accessline 89
name: 'dashboard-scenario', url: () => 'https://app.example.com/dashboard', async action(page) { - Network accessline 90
url: () => 'https://app.example.com/dashboard', - Network accessline 160
// Starting URL url: () => 'https://example.com', - Network accessline 161
url: () => 'https://example.com', - Network accessline 195
| Type | `await page.type('#input', 'text')` | | Wait | `await page.waitForSelector('.elem')` | | Navigate | `await page.goto('https://...')` | - Network accessline 196
| Wait | `await page.waitForSelector('.elem')` | | Navigate | `await page.goto('https://...')` | | Network idle | `await page.waitForNetworkIdle()` | - Network accessline 197
| Navigate | `await page.goto('https://...')` | - Network accessline 351
- [MemLab Documentation](https://facebook.github.io/memlab/) - Network accessline 352
- [MemLab GitHub](https://github.com/facebook/memlab) - Network accessline 353
- [JavaScript Memory Management](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Memory_Management) - Network accessline 354
- [Chrome Memory Profiling](https://developer.chrome.com/docs/devtools/memory-problems/) - Network accessline 355
- [Clinic.js](https://clinicjs.org/) - Node.js profiling alternative
library/specializations/performance-optimization/skills/memlab-analysis/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch - Network accessline 52
// Setup - navigate to starting page async setup(page) { await page.goto('https://app.example.com/'); - Network accessline 53
async setup(page) { await page.goto('https://app.example.com/'); await page.waitForSelector('.login-form'); - Network accessline 54
await page.goto('https://app.example.com/'); - Network accessline 101
// Initial page state url: () => 'https://app.example.com/products', - Network accessline 102
url: () => 'https://app.example.com/products', - Network accessline 133
window.dispatchEvent(new Event('beforeunload')); }); await page.goto('https://app.example.com/'); - Network accessline 134
}); await page.goto('https://app.example.com/'); }, - Network accessline 135
await page.goto('https://app.example.com/'); - Network accessline 164
async setup(page) { await page.goto('https://app.example.com/'); - Network accessline 165
await page.goto('https://app.example.com/'); - Network accessline 202
async setup(page) { await page.goto('https://app.example.com/'); - Network accessline 203
await page.goto('https://app.example.com/'); - Network accessline 245
console.log('Event listener stats:', stats); await page.goto('https://app.example.com/'); - Network accessline 246
await page.goto('https://app.example.com/'); - Network accessline 354
- name: Wait for application run: npx wait-on http://localhost:3000 - Network accessline 355
run: npx wait-on http://localhost:3000
library/specializations/performance-optimization/skills/network-buffers/SKILL.md
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Read, Write, Edit, Bash, Glob, Grep
library/specializations/performance-optimization/skills/network-performance/README.md
- Network accessline 38
# Analyze endpoint latency /skill network-performance analyze-latency --url https://api.example.com/health - Network accessline 39
/skill network-performance analyze-latency --url https://api.example.com/health - Network accessline 52
const result = await ctx.task(networkTask, { operation: 'analyze-endpoint', endpoint: 'https://api.example.com', - Network accessline 53
operation: 'analyze-endpoint', endpoint: 'https://api.example.com', metrics: ['latency', 'tls', 'throughput'], - Network accessline 54
endpoint: 'https://api.example.com', - Network accessline 76
# Get detailed latency breakdown for endpoint /skill network-performance latency-breakdown --url https://api.example.com/health - Network accessline 77
/skill network-performance latency-breakdown --url https://api.example.com/health - Network accessline 243
| Issue | Diagnosis | Solution | |-------|-----------|----------| | High latency | `curl -w` timing | Identify component, optimize | - Network accessline 244
|-------|-----------|----------| | High latency | `curl -w` timing | Identify component, optimize | | Packet loss | `mtr --report` | Check network path | - Network accessline 245
| High latency | `curl -w` timing | Identify component, optimize | - Network accessline 254
# Full endpoint analysis /skill network-performance diagnose --url https://api.example.com/ - Network accessline 255
/skill network-performance diagnose --url https://api.example.com/ - Network accessline 272
- [Linux TCP Tuning Guide](https://www.kernel.org/doc/html/latest/networking/ip-sysctl.html) - Network accessline 273
- [TCP BBR Congestion Control](https://cloud.google.com/blog/products/networking/tcp-bbr-congestion-control-comes-to-gcp-your-internet-just-got-faster) - Network accessline 274
- [TLS 1.3 RFC](https://datatracker.ietf.org/doc/html/rfc8446) - Network accessline 275
- [HTTP/2 RFC](https://datatracker.ietf.org/doc/html/rfc7540) - Network accessline 276
- [HTTP/3 RFC](https://datatracker.ietf.org/doc/html/rfc9114) - Network accessline 277
- [Wireshark Documentation](https://www.wireshark.org/docs/)
library/specializations/performance-optimization/skills/network-performance/SKILL.md
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Bash(*) Read Write Edit Glob Grep WebFetch - Network accessline 35
- tcpdump, tshark (Wireshark CLI) - ss, netstat, ip utilities - curl with HTTP/2 and HTTP/3 support - Network accessline 36
- ss, netstat, ip utilities - curl with HTTP/2 and HTTP/3 support - Optional: iperf3, mtr, traceroute - Network accessline 37
- curl with HTTP/2 and HTTP/3 support - Network accessline 138
# Configure connection pooling session = requests.Session() - Network accessline 139
session = requests.Session() - Network accessline 153
# Configure timeouts response = session.get( 'https://api.example.com/data', - Network accessline 154
response = session.get( 'https://api.example.com/data', timeout=(3.05, 30) # (connect_timeout, read_timeout) - Network accessline 155
'https://api.example.com/data', - Network accessline 165
# Measure TLS handshake time curl -w "DNS: %{time_namelookup}s\nConnect: %{time_connect}s\nTLS: %{time_appconnect}s\nTotal: %{time_total}s\n" \ - Network accessline 166
curl -w "DNS: %{time_namelookup}s\nConnect: %{time_connect}s\nTLS: %{time_appconnect}s\nTotal: %{time_total}s\n" \ - Network accessline 167
-o /dev/null -s https://api.example.com/health - Network accessline 173
# Check TLS session resumption for i in {1..3}; do curl -w "TLS time: %{time_appconnect}s\n" -o /dev/null -s https://api.example.com/ - Network accessline 174
for i in {1..3}; do curl -w "TLS time: %{time_appconnect}s\n" -o /dev/null -s https://api.example.com/ done - Network accessline 175
curl -w "TLS time: %{time_appconnect}s\n" -o /dev/null -s https://api.example.com/ - Network accessline 178
# Verify TLS 1.3 support curl -v --tlsv1.3 https://api.example.com/ 2>&1 | grep TLSv1.3 - Network accessline 179
curl -v --tlsv1.3 https://api.example.com/ 2>&1 | grep TLSv1.3 - Network accessline 230
# Verify HTTP/2 multiplexing curl -w '\nHTTP Version: %{http_version}\n' --http2 \ - Network accessline 231
curl -w '\nHTTP Version: %{http_version}\n' --http2 \ - Network accessline 232
-o /dev/null -s https://api.example.com/ - Network accessline 234
# Check HTTP/2 support curl -I --http2 -s https://api.example.com/ | head -1 - Network accessline 235
curl -I --http2 -s https://api.example.com/ | head -1 - Network accessline 237
# Analyze HTTP/2 frames nghttp -v https://api.example.com/ - Network accessline 238
nghttp -v https://api.example.com/ - Network accessline 246
# Test HTTP/3 support curl --http3 -I https://api.example.com/ - Network accessline 247
curl --http3 -I https://api.example.com/ - Network accessline 249
# Analyze QUIC connection curl --http3 -v https://api.example.com/ 2>&1 | grep -i quic - Network accessline 250
curl --http3 -v https://api.example.com/ 2>&1 | grep -i quic - Network accessline 283
# Application-level latency breakdown curl -w @- -o /dev/null -s "https://api.example.com/health" <<'EOF' - Network accessline 284
curl -w @- -o /dev/null -s "https://api.example.com/health" <<'EOF' - Network accessline 308
# Test download throughput curl -o /dev/null -w "Speed: %{speed_download} bytes/s\n" \ - Network accessline 309
curl -o /dev/null -w "Speed: %{speed_download} bytes/s\n" \ - Network accessline 310
https://cdn.example.com/large-file.bin - Network accessline 312
# Measure with multiple connections aria2c -x 16 -s 16 https://cdn.example.com/large-file.bin --dry-run - Network accessline 313
aria2c -x 16 -s 16 https://cdn.example.com/large-file.bin --dry-run
library/specializations/performance-optimization/skills/nodejs-profiling/README.md
- Network accessline 356
- [Node.js Diagnostics](https://nodejs.org/en/docs/guides/diagnostics/) - Network accessline 357
- [Clinic.js Documentation](https://clinicjs.org/) - Network accessline 358
- [V8 Profiler](https://v8.dev/docs/profile) - Network accessline 359
- [Node.js Performance Hooks](https://nodejs.org/api/perf_hooks.html) - Network accessline 360
- [0x Flame Graphs](https://github.com/davidmarkclements/0x)
library/specializations/performance-optimization/skills/nodejs-profiling/SKILL.md
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Bash(*) Read Write Edit Glob Grep WebFetch
library/specializations/performance-optimization/skills/simd/SKILL.md
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library/specializations/product-management/skills/ab-test-design/SKILL.md
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library/specializations/product-management/skills/competitive-intel/SKILL.md
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library/specializations/product-management/skills/feature-flags/SKILL.md
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library/specializations/product-management/skills/feedback-aggregation/SKILL.md
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library/specializations/product-management/skills/gtm-strategy/SKILL.md
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library/specializations/product-management/skills/okr-planning/SKILL.md
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library/specializations/product-management/skills/persona-development/SKILL.md
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library/specializations/product-management/skills/prd-generator/README.md
- Network accessline 290
- [ChatPRD MCP](https://www.chatprd.ai/resources/PRD-for-Claude-Code) - Network accessline 291
- [prd-dxt Plugin](https://github.com/Njengah/prd-dxt) - Network accessline 292
- [GitHub Project Manager MCP](https://github.com/Faresabdelghany/github-project-manager-mcp) - Network accessline 293
- [Notion MCP Server](https://github.com/makenotion/notion-mcp-server) - Network accessline 294
- [Product Manager Toolkit](https://github.com/alirezarezvani/claude-skills)
library/specializations/product-management/skills/prd-generator/SKILL.md
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Read, Grep, Write, Bash, Edit, Glob - Network accessline 494
- [ChatPRD MCP Integration](https://www.chatprd.ai/resources/PRD-for-Claude-Code) - Network accessline 495
- [prd-dxt Plugin](https://github.com/Njengah/prd-dxt) - Network accessline 496
- [GitHub Project Manager MCP](https://github.com/Faresabdelghany/github-project-manager-mcp) - Network accessline 497
- [Notion MCP Server](https://github.com/makenotion/notion-mcp-server) - Network accessline 498
- [Product Manager Toolkit](https://github.com/alirezarezvani/claude-skills)
library/specializations/product-management/skills/prioritization-calculator/README.md
- Network accessline 247
- [RICE Prioritizer Skill](https://github.com/alirezarezvani/claude-skills) - Network accessline 248
- [Sprint Prioritizer Plugin](https://github.com/ccplugins/awesome-claude-code-plugins) - Network accessline 249
- [OKR Cascade Generator](https://github.com/alirezarezvani/claude-skills) - Network accessline 250
- [Linear MCP Server](https://github.com/cpropster/linear-mcp-server)
library/specializations/product-management/skills/prioritization-calculator/SKILL.md
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Read, Grep, Write, Bash, Edit, Glob - Network accessline 427
- [RICE Prioritizer Claude Skill](https://github.com/alirezarezvani/claude-skills) - Network accessline 428
- [Sprint Prioritizer Plugin](https://github.com/ccplugins/awesome-claude-code-plugins) - Network accessline 429
- [OKR Cascade Generator](https://github.com/alirezarezvani/claude-skills) - Network accessline 430
- [Linear MCP Server](https://github.com/cpropster/linear-mcp-server)
library/specializations/product-management/skills/product-analytics/README.md
- Network accessline 285
- [Mixpanel MCP Server](https://docs.mixpanel.com/docs/features/mcp) - Network accessline 286
- [Analytics Reporter Plugin](https://github.com/ccplugins/awesome-claude-code-plugins) - Network accessline 287
- [Data Scientist Plugin](https://github.com/ccplugins/awesome-claude-code-plugins) - Network accessline 288
- [cc-metrics Tool](https://github.com/lasswellt/cc-metrics)
library/specializations/product-management/skills/product-analytics/SKILL.md
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Read, Grep, Write, Bash, Edit, Glob - Access to secretsline 70
[Credential-related source omitted] - Access to secretsline 71
[Credential-related source omitted] - Network accessline 414
- [Mixpanel MCP Server](https://docs.mixpanel.com/docs/features/mcp) - Network accessline 415
- [Analytics Reporter Plugin](https://github.com/ccplugins/awesome-claude-code-plugins) - Network accessline 416
- [Data Scientist Plugin](https://github.com/ccplugins/awesome-claude-code-plugins) - Network accessline 417
- [Performance Pattern Analyzer](https://github.com/ChrisRoyse/610ClaudeSubagents)
library/specializations/product-management/skills/roadmap-viz/SKILL.md
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library/specializations/product-management/skills/stakeholder-comms/SKILL.md
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library/specializations/product-management/skills/survey-design/SKILL.md
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library/specializations/product-management/skills/user-research-synthesis/README.md
- Network accessline 188
- [UX Researcher Designer Skill](https://github.com/alirezarezvani/claude-skills) - Network accessline 189
- [Consumer Insights Synthesizer Subagent](https://github.com/ChrisRoyse/610ClaudeSubagents) - Network accessline 190
- [User Journey Strategist Subagent](https://github.com/ChrisRoyse/610ClaudeSubagents) - Network accessline 191
- [Impersonaid Persona Testing](https://github.com/theletterf/impersonaid)
library/specializations/product-management/skills/user-research-synthesis/SKILL.md
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Read, Grep, Write, Bash, Edit, Glob - Network accessline 305
- [UX Researcher Designer Claude Skill](https://github.com/alirezarezvani/claude-skills) - Network accessline 306
- [Consumer Insights Synthesizer](https://github.com/ChrisRoyse/610ClaudeSubagents) - Network accessline 307
- [Impersonaid - Persona Testing Tool](https://github.com/theletterf/impersonaid) - Network accessline 308
- [Customer Interview Analyzer](https://github.com/alirezarezvani/claude-skills)
library/specializations/product-management/skills/user-story-generator/README.md
- Network accessline 280
- [Agile Product Owner Skill](https://github.com/alirezarezvani/claude-skills) - Network accessline 281
- [Product Manager Prompts](https://github.com/deanpeters/product-manager-prompts) - Network accessline 282
- [PRD Specialist Plugin](https://github.com/ccplugins/awesome-claude-code-plugins) - Network accessline 283
- [CCPM Framework](https://github.com/automazeio/ccpm)
library/specializations/product-management/skills/user-story-generator/SKILL.md
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Read, Grep, Write, Bash, Edit, Glob - Network accessline 374
- [Agile Product Owner Claude Skill](https://github.com/alirezarezvani/claude-skills) - Network accessline 375
- [Product Manager Prompts - User Story Templates](https://github.com/deanpeters/product-manager-prompts) - Network accessline 376
- [PRD Specialist Plugin](https://github.com/ccplugins/awesome-claude-code-plugins) - Network accessline 377
- [CCPM - PRD to Story Workflow](https://github.com/automazeio/ccpm)
library/specializations/programming-languages/skills/ast-manipulation/SKILL.md
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library/specializations/programming-languages/skills/bytecode-vm/SKILL.md
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library/specializations/programming-languages/skills/concurrency-primitives/SKILL.md
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library/specializations/programming-languages/skills/dap-protocol/SKILL.md
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library/specializations/programming-languages/skills/effect-systems/README.md
- Network accessline 351
- [Algebraic Effects for Functional Programming](https://www.microsoft.com/en-us/research/publication/algebraic-effects-for-functional-programming/) - Network accessline 352
- [Koka Language](https://koka-lang.github.io/koka/doc/index.html) - Network accessline 353
- [Eff Language](https://www.eff-lang.org/) - Network accessline 354
- [Effect Handlers in Scope](https://www.cs.ox.ac.uk/people/nicolas.wu/papers/Scope.pdf) - Network accessline 355
- [Do Be Do Be Do](https://arxiv.org/abs/1611.09259) - Frank language paper - Network accessline 356
- [Effekt Language](https://effekt-lang.org/)
library/specializations/programming-languages/skills/effect-systems/SKILL.md
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Read, Write, Edit, Bash, Glob, Grep - Network accessline 383
- Algebraic Effects for Functional Programming: https://www.microsoft.com/en-us/research/publication/algebraic-effects-for-functional-programming/ - Network accessline 384
- Koka Language: https://koka-lang.github.io/ - Network accessline 385
- Eff Language: https://www.eff-lang.org/ - Network accessline 386
- Effect Handlers in Scope: https://www.cs.ox.ac.uk/people/nicolas.wu/papers/Scope.pdf - Network accessline 387
- Frank Language: https://arxiv.org/abs/1611.09259
library/specializations/programming-languages/skills/error-messages/SKILL.md
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library/specializations/programming-languages/skills/ffi-design/SKILL.md
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library/specializations/programming-languages/skills/garbage-collection/SKILL.md
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library/specializations/programming-languages/skills/generics-implementation/README.md
- Network accessline 390
- [Rust Generics](https://doc.rust-lang.org/book/ch10-00-generics.html) - Network accessline 391
- [Java Generics FAQ](http://www.angelikalanger.com/GenericsFAQ/JavaGenericsFAQ.html) - Network accessline 392
- [Variance in Scala](https://docs.scala-lang.org/tour/variances.html) - Network accessline 393
- [Higher-Kinded Types](https://typelevel.org/blog/2016/08/21/hkts-moving-forward.html) - Network accessline 394
- [Type Classes vs Objects](https://www.cs.cmu.edu/~rwh/papers/objects/popl93.pdf)
library/specializations/programming-languages/skills/generics-implementation/SKILL.md
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Read, Write, Edit, Bash, Glob, Grep - Network accessline 485
- Rust Generics: https://doc.rust-lang.org/book/ch10-00-generics.html - Network accessline 486
- Java Generics: https://docs.oracle.com/javase/tutorial/java/generics/ - Network accessline 487
- Type Classes vs Objects: https://www.cs.cmu.edu/~rwh/papers/objects/popl93.pdf - Network accessline 488
- Higher-Kinded Types: https://typelevel.org/blog/2016/08/21/hkts-moving-forward.html
library/specializations/programming-languages/skills/grammar-design/SKILL.md
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library/specializations/programming-languages/skills/jit-compilation/SKILL.md
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library/specializations/programming-languages/skills/lexer-generator/SKILL.md
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library/specializations/programming-languages/skills/llvm-backend/SKILL.md
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library/specializations/programming-languages/skills/lsp-protocol/SKILL.md
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library/specializations/programming-languages/skills/macro-systems/README.md
- Network accessline 275
- [Binding as Sets of Scopes](https://www.cs.utah.edu/plt/scope-sets/) - Matthew Flatt's paper - Network accessline 276
- [Rust Macros by Example](https://doc.rust-lang.org/reference/macros-by-example.html) - Network accessline 277
- [Scheme R7RS Syntax-Rules](https://small.r7rs.org/) - Network accessline 278
- [Fear of Macros](https://www.greghendershott.com/fear-of-macros/) - Racket macro tutorial - Network accessline 279
- [The Little Schemer](https://mitpress.mit.edu/books/little-schemer) - Foundation concepts
library/specializations/programming-languages/skills/macro-systems/SKILL.md
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Read, Write, Edit, Bash, Glob, Grep - Network accessline 281
- Binding as Sets of Scopes: https://www.cs.utah.edu/plt/scope-sets/ - Network accessline 282
- Rust Macros: https://doc.rust-lang.org/reference/macros.html - Network accessline 283
- Scheme R7RS Macros: https://small.r7rs.org/ - Network accessline 284
- Racket Macro Stepper: https://docs.racket-lang.org/macro-debugger/
library/specializations/programming-languages/skills/memory-allocator/SKILL.md
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library/specializations/programming-languages/skills/module-systems/README.md
- Network accessline 327
- [ES Modules Specification](https://tc39.es/ecma262/#sec-modules) - Network accessline 328
- [Node.js Module Resolution](https://nodejs.org/api/modules.html#modules_all_together) - Network accessline 329
- [Rust Module System](https://doc.rust-lang.org/reference/items/modules.html) - Network accessline 330
- [Python Import System](https://docs.python.org/3/reference/import.html) - Network accessline 331
- [OCaml Module System](https://ocaml.org/docs/modules)
library/specializations/programming-languages/skills/module-systems/SKILL.md
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Read, Write, Edit, Bash, Glob, Grep - Network accessline 426
- ES Modules Spec: https://tc39.es/ecma262/#sec-modules - Network accessline 427
- Node.js Module Resolution: https://nodejs.org/api/modules.html - Network accessline 428
- Rust Module System: https://doc.rust-lang.org/reference/items/modules.html - Network accessline 429
- OCaml Module System: https://ocaml.org/docs/modules
library/specializations/programming-languages/skills/parser-generator/SKILL.md
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library/specializations/programming-languages/skills/pattern-matching/README.md
- Network accessline 350
- [Warnings for Pattern Matching](https://moscova.inria.fr/~maranget/papers/warn/) - Maranget's seminal paper - Network accessline 351
- [Compiling Pattern Matching](https://www.cs.tufts.edu/~nr/cs257/archive/luc-maranget/jun08.pdf) - Implementation guide - Network accessline 352
- [Rust Patterns Reference](https://doc.rust-lang.org/reference/patterns.html) - Network accessline 353
- [OCaml Pattern Matching](https://ocaml.org/docs/pattern-matching) - Network accessline 354
- [Haskell Pattern Guards](https://wiki.haskell.org/Pattern_guard)
library/specializations/programming-languages/skills/pattern-matching/SKILL.md
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Read, Write, Edit, Bash, Glob, Grep - Network accessline 378
- Warnings for Pattern Matching (Maranget): https://moscova.inria.fr/~maranget/papers/warn/ - Network accessline 379
- Compiling Pattern Matching: https://www.cs.tufts.edu/~nr/cs257/archive/luc-maranget/jun08.pdf - Network accessline 380
- Rust Pattern Matching: https://doc.rust-lang.org/reference/patterns.html - Network accessline 381
- OCaml Pattern Matching: https://ocaml.org/docs/pattern-matching
library/specializations/programming-languages/skills/register-allocation/SKILL.md
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library/specializations/programming-languages/skills/repl-development/SKILL.md
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library/specializations/programming-languages/skills/source-maps/SKILL.md
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library/specializations/programming-languages/skills/ssa-ir-design/SKILL.md
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library/specializations/programming-languages/skills/tree-sitter/SKILL.md
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library/specializations/programming-languages/skills/type-theory/SKILL.md
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library/specializations/qa-testing-automation/skills/allure-reporting/README.md
library/specializations/qa-testing-automation/skills/allure-reporting/SKILL.md
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library/specializations/qa-testing-automation/skills/api-testing/README.md
library/specializations/qa-testing-automation/skills/api-testing/SKILL.md
library/specializations/qa-testing-automation/skills/appium-mobile/README.md
library/specializations/qa-testing-automation/skills/appium-mobile/SKILL.md
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library/specializations/qa-testing-automation/skills/axe-accessibility/README.md
- Network accessline 37
# Run accessibility scan /skill axe-accessibility scan --url https://example.com - Network accessline 38
/skill axe-accessibility scan --url https://example.com - Network accessline 40
# Scan with WCAG level /skill axe-accessibility scan --url https://example.com --level AA - Network accessline 41
/skill axe-accessibility scan --url https://example.com --level AA - Network accessline 43
# Generate compliance report /skill axe-accessibility report --url https://example.com --format html - Network accessline 44
/skill axe-accessibility report --url https://example.com --format html - Network accessline 46
# Check specific element /skill axe-accessibility scan --url https://example.com --selector "#main-content" - Network accessline 47
/skill axe-accessibility scan --url https://example.com --selector "#main-content" - Network accessline 54
const result = await ctx.task(axeAccessibilityTask, { operation: 'scan', url: 'https://example.com', - Network accessline 55
operation: 'scan', url: 'https://example.com', wcagLevel: 'AA', - Network accessline 56
url: 'https://example.com', - Network accessline 82
test('page has no accessibility violations', async ({ page }) => { await page.goto('https://example.com'); - Network accessline 83
await page.goto('https://example.com'); - Network accessline 134
# Generate HTML accessibility report /skill axe-accessibility report \ --url https://example.com \ - Network accessline 135
/skill axe-accessibility report --url https://example.com - Network accessline 136
--url https://example.com \ - Network accessline 235
**GitHub:** https://github.com/ronantakizawa/a11ymcp - Network accessline 246
**GitHub:** https://github.com/priyankark/a11y-mcp - Network accessline 274
DEBUG=axe /skill axe-accessibility scan --url https://example.com - Network accessline 285
- [axe-core Documentation](https://www.deque.com/axe/) - Network accessline 286
- [WCAG 2.1 Guidelines](https://www.w3.org/WAI/WCAG21/quickref/) - Network accessline 287
- [axe-playwright](https://github.com/dequelabs/axe-core-npm/tree/develop/packages/playwright) - Network accessline 288
- [cypress-axe](https://github.com/component-driven/cypress-axe) - Network accessline 289
- [ronantakizawa/a11ymcp](https://github.com/ronantakizawa/a11ymcp)
library/specializations/qa-testing-automation/skills/axe-accessibility/SKILL.md
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test.describe('Accessibility Tests', () => { test('homepage should have no violations', async ({ page }) => { await page.goto('https://example.com'); - Network accessline 54
await page.goto('https://example.com'); - Network accessline 61
test('homepage should have no critical violations', async ({ page }) => { await page.goto('https://example.com'); - Network accessline 62
await page.goto('https://example.com'); - Network accessline 74
test('form page accessibility', async ({ page }) => { await page.goto('https://example.com/contact'); - Network accessline 75
await page.goto('https://example.com/contact'); - Network accessline 161
// Usage const results = await runAccessibilityAudit('https://example.com'); - Network accessline 162
const results = await runAccessibilityAudit('https://example.com'); - Network accessline 417
| Server | Description | Installation | |--------|-------------|--------------| | ronantakizawa/a11ymcp | Verified A11y MCP Server | [GitHub](https://github.com/ronantakizawa/a11ymcp) | - Network accessline 418
|--------|-------------|--------------| | ronantakizawa/a11ymcp | Verified A11y MCP Server | [GitHub](https://github.com/ronantakizawa/a11ymcp) | | priyankark/a11y-mcp | axe-core MCP integration | [GitHub](https://github.com/priyankark/a11y - Network accessline 419
| ronantakizawa/a11ymcp | Verified A11y MCP Server | [GitHub](https://github.com/ronantakizawa/a11ymcp) | - Network accessline 420
| priyankark/a11y-mcp | axe-core MCP integration | [GitHub](https://github.com/priyankark/a11y-mcp) | - Network accessline 421
| PashaBoiko/playwright-axe-mcp | Playwright Accessibility MCP | [Glama](https://glama.ai/mcp/servers/@PashaBoiko/playwright-axe-mcp) | - Network accessline 422
| mcp-accessibility-scanner | Playwright + Axe-core scanner | [Playbooks](https://playbooks.com/mcp/justasmonkev/mcp-accessibility-scanner) | - Network accessline 447
{ "operation": "scan", "url": "https://example.com", - Network accessline 448
"operation": "scan", "url": "https://example.com", "wcagLevel": "AA", - Network accessline 449
"url": "https://example.com",
library/specializations/qa-testing-automation/skills/backstopjs-visual/README.md
library/specializations/qa-testing-automation/skills/backstopjs-visual/SKILL.md
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library/specializations/qa-testing-automation/skills/cucumber-bdd/README.md
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Read, Write, Edit, Bash, Glob, Grep
library/specializations/qa-testing-automation/skills/docker-test-environments/README.md
- Network accessline 11
1. **Docker Engine** - Install from [docker.com](https://docs.docker.com/engine/install/) - Network accessline 251
**GitHub:** https://github.com/QuantGeekDev/docker-mcp - Network accessline 262
**Documentation:** https://www.docker.com/blog/connect-mcp-servers-to-claude-desktop-with-mcp-toolkit/ - Network accessline 272
| MongoDB | `mongo:6` | `mongosh ping` | | Redis | `redis:7-alpine` | `redis-cli ping` | | Elasticsearch | `elasticsearch:8.11.0` | `curl /_cluster/health` | - Network accessline 273
| Redis | `redis:7-alpine` | `redis-cli ping` | | Elasticsearch | `elasticsearch:8.11.0` | `curl /_cluster/health` | | Kafka | `confluentinc/cp-kafka:7.5.0` | `kafka-topics.sh --list` | - Network accessline 274
| Elasticsearch | `elasticsearch:8.11.0` | `curl /_cluster/health` | - Network accessline 315
- [Docker Compose Documentation](https://docs.docker.com/compose/) - Network accessline 316
- [Testcontainers](https://testcontainers.com/) - Network accessline 317
- [Docker Best Practices](https://docs.docker.com/develop/develop-images/dockerfile_best-practices/) - Network accessline 318
- [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp)
library/specializations/qa-testing-automation/skills/docker-test-environments/SKILL.md
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Bash(*) Read Write Edit Glob Grep WebFetch - Network accessline 181
api: healthcheck: test: ["CMD", "curl", "-f", "http://localhost:8080/health"] - Network accessline 182
healthcheck: test: ["CMD", "curl", "-f", "http://localhost:8080/health"] interval: 10s - Network accessline 183
test: ["CMD", "curl", "-f", "http://localhost:8080/health"] - Network accessline 196
elasticsearch: healthcheck: test: ["CMD-SHELL", "curl -s http://localhost:9200/_cluster/health | grep -q 'green\\|yellow'"] - Network accessline 197
healthcheck: test: ["CMD-SHELL", "curl -s http://localhost:9200/_cluster/health | grep -q 'green\\|yellow'"] interval: 10s - Network accessline 198
test: ["CMD-SHELL", "curl -s http://localhost:9200/_cluster/health | grep -q 'green\\|yellow'"] - Network accessline 391
- ES_JAVA_OPTS=-Xms512m -Xmx512m healthcheck: test: ["CMD-SHELL", "curl -s http://localhost:9200 | grep -q 'cluster_name'"] - Network accessline 392
healthcheck: test: ["CMD-SHELL", "curl -s http://localhost:9200 | grep -q 'cluster_name'"] interval: 10s - Network accessline 393
test: ["CMD-SHELL", "curl -s http://localhost:9200 | grep -q 'cluster_name'"] - Network accessline 417
| Server | Description | Installation | |--------|-------------|--------------| | QuantGeekDev/docker-mcp | Docker container management | [GitHub](https://github.com/QuantGeekDev/docker-mcp) | - Network accessline 418
|--------|-------------|--------------| | QuantGeekDev/docker-mcp | Docker container management | [GitHub](https://github.com/QuantGeekDev/docker-mcp) | | Docker MCP Toolkit | Official Docker MCP | [Docker Blog](https://www.docker.com/blog/ - Network accessline 419
| QuantGeekDev/docker-mcp | Docker container management | [GitHub](https://github.com/QuantGeekDev/docker-mcp) | - Network accessline 420
| Docker MCP Toolkit | Official Docker MCP | [Docker Blog](https://www.docker.com/blog/connect-mcp-servers-to-claude-desktop-with-mcp-toolkit/) | - Network accessline 421
| Docker Hub MCP | Docker Hub integration | [Docker](https://www.docker.com/blog/introducing-docker-hub-mcp-server/) |
library/specializations/qa-testing-automation/skills/jest-testing/README.md
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library/specializations/qa-testing-automation/skills/owasp-zap-security/README.md
- Network accessline 11
1. **OWASP ZAP** - Install from [zaproxy.org](https://www.zaproxy.org/download/) or use Docker - Network accessline 25
# Verify ZAP is running curl http://localhost:8080/JSON/core/view/version/ - Network accessline 26
curl http://localhost:8080/JSON/core/view/version/ - Network accessline 35
# Option 2: Spring Boot ZAP MCP # See: https://github.com/dtkmn/mcp-zap-server - Network accessline 36
# See: https://github.com/dtkmn/mcp-zap-server - Network accessline 44
# Run a baseline security scan /skill owasp-zap-security baseline-scan --target https://target.example.com - Network accessline 45
/skill owasp-zap-security baseline-scan --target https://target.example.com - Network accessline 47
# Run spider + active scan /skill owasp-zap-security full-scan --target https://target.example.com - Network accessline 48
/skill owasp-zap-security full-scan --target https://target.example.com - Network accessline 50
# Scan API with OpenAPI spec /skill owasp-zap-security api-scan --spec https://api.example.com/openapi.json - Network accessline 51
/skill owasp-zap-security api-scan --spec https://api.example.com/openapi.json - Network accessline 61
const result = await ctx.task(owaspZapTask, { operation: 'active-scan', target: 'https://staging.example.com', - Network accessline 62
operation: 'active-scan', target: 'https://staging.example.com', scanPolicy: 'Medium', - Network accessline 63
target: 'https://staging.example.com', - Network accessline 86
# Quick baseline scan for pipeline docker run -t zaproxy/zap-stable zap-baseline.py \ -t https://staging.example.com \ - Network accessline 87
docker run -t zaproxy/zap-stable zap-baseline.py -t https://staging.example.com - Network accessline 88
-t https://staging.example.com \ - Network accessline 103
# Scan API using OpenAPI specification /skill owasp-zap-security api-scan \ --spec https://api.example.com/openapi.json \ - Network accessline 104
/skill owasp-zap-security api-scan --spec https://api.example.com/openapi.json - Network accessline 105
--spec https://api.example.com/openapi.json \ - Network accessline 113
# Configure and run authenticated scan /skill owasp-zap-security auth-scan \ --target https://app.example.com \ - Network accessline 114
/skill owasp-zap-security auth-scan --target https://app.example.com - Network accessline 115
--target https://app.example.com \ - Network accessline 116
--login-url https://app.example.com/login \ - Network accessline 125
# Comprehensive security scan workflow /skill owasp-zap-security full-assessment \ --target https://target.example.com \ - Network accessline 126
/skill owasp-zap-security full-assessment --target https://target.example.com - Network accessline 127
--target https://target.example.com \ - Network accessline 138
| Variable | Description | Default | |----------|-------------|---------| | `ZAP_API_URL` | ZAP API endpoint | `http://localhost:8080` | - Network accessline 139
|----------|-------------|---------| | `ZAP_API_URL` | ZAP API endpoint | `http://localhost:8080` | | `ZAP_API_KEY` | API key for authentication | None | - Network accessline 140
| `ZAP_API_URL` | ZAP API endpoint | `http://localhost:8080` | - Access to secretsline 141
[Credential-related source omitted] - Network accessline 147
# .babysitter/skills/owasp-zap-security.yaml owasp-zap-security: zapApiUrl: http://localhost:8080 - Network accessline 148
owasp-zap-security: zapApiUrl: http://localhost:8080 defaultScanPolicy: Medium - Network accessline 149
zapApiUrl: http://localhost:8080 - Network accessline 212
**GitHub:** https://github.com/dtkmn/mcp-zap-server - Network accessline 223
**GitHub:** https://github.com/ajtazer/ZAP-MCP - Network accessline 251
ZAP_DEBUG=true /skill owasp-zap-security scan --target https://target.example.com - Network accessline 262
- [OWASP ZAP Documentation](https://www.zaproxy.org/docs/) - Network accessline 263
- [OWASP Top 10](https://owasp.org/www-project-top-ten/) - Network accessline 264
- [ZAP API Reference](https://www.zaproxy.org/docs/api/) - Network accessline 265
- [ZAP Docker Documentation](https://www.zaproxy.org/docs/docker/) - Network accessline 266
- [dtkmn/mcp-zap-server](https://github.com/dtkmn/mcp-zap-server)
library/specializations/qa-testing-automation/skills/owasp-zap-security/SKILL.md
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# Verify ZAP is running curl http://localhost:8080/JSON/core/view/version/ - Network accessline 57
curl http://localhost:8080/JSON/core/view/version/ - Network accessline 65
# Start spider scan curl "http://localhost:8080/JSON/spider/action/scan/?url=https://target.example.com&recurse=true" - Network accessline 66
curl "http://localhost:8080/JSON/spider/action/scan/?url=https://target.example.com&recurse=true" - Network accessline 68
# Check spider status curl "http://localhost:8080/JSON/spider/view/status/" - Network accessline 69
curl "http://localhost:8080/JSON/spider/view/status/" - Network accessline 71
# Get spider results curl "http://localhost:8080/JSON/spider/view/results/" - Network accessline 72
curl "http://localhost:8080/JSON/spider/view/results/" - Network accessline 80
# Start active scan curl "http://localhost:8080/JSON/ascan/action/scan/?url=https://target.example.com&recurse=true&inScopeOnly=true" - Network accessline 81
curl "http://localhost:8080/JSON/ascan/action/scan/?url=https://target.example.com&recurse=true&inScopeOnly=true" - Network accessline 83
# Check scan progress curl "http://localhost:8080/JSON/ascan/view/status/" - Network accessline 84
curl "http://localhost:8080/JSON/ascan/view/status/" - Network accessline 86
# Get alerts curl "http://localhost:8080/JSON/core/view/alerts/?baseurl=https://target.example.com" - Network accessline 87
curl "http://localhost:8080/JSON/core/view/alerts/?baseurl=https://target.example.com" - Network accessline 95
# Import OpenAPI spec curl "http://localhost:8080/JSON/openapi/action/importUrl/?url=https://api.example.com/openapi.json" - Network accessline 96
curl "http://localhost:8080/JSON/openapi/action/importUrl/?url=https://api.example.com/openapi.json" - Network accessline 98
# Or import from file curl "http://localhost:8080/JSON/openapi/action/importFile/?file=/path/to/openapi.json" - Network accessline 99
curl "http://localhost:8080/JSON/openapi/action/importFile/?file=/path/to/openapi.json" - Network accessline 101
# Scan API endpoints curl "http://localhost:8080/JSON/ascan/action/scan/?url=https://api.example.com" - Network accessline 102
curl "http://localhost:8080/JSON/ascan/action/scan/?url=https://api.example.com" - Network accessline 110
# Docker baseline scan docker run -t zaproxy/zap-stable zap-baseline.py \ -t https://target.example.com \ - Network accessline 111
docker run -t zaproxy/zap-stable zap-baseline.py -t https://target.example.com - Network accessline 112
-t https://target.example.com \ - Network accessline 116
# API baseline scan docker run -t zaproxy/zap-stable zap-api-scan.py \ -t https://api.example.com/openapi.json \ - Network accessline 117
docker run -t zaproxy/zap-stable zap-api-scan.py -t https://api.example.com/openapi.json - Network accessline 118
-t https://api.example.com/openapi.json \ - Network accessline 128
# Form-based authentication curl "http://localhost:8080/JSON/authentication/action/setAuthenticationMethod/?contextId=1&authMethodName=formBasedAuthentication&authMethodConfigParams=loginUrl=https://target.example.com/login&loginRequestData - Network accessline 129
curl "http://localhost:8080/JSON/authentication/action/setAuthenticationMethod/?contextId=1&authMethodName=formBasedAuthentication&authMethodConfigParams=loginUrl=https://target.example.com/login&loginRequestData=username={%username%}%26pas - Network accessline 131
[Credential-related source omitted] - Network accessline 132
[Credential-related source omitted] - Network accessline 140
# HTML report curl "http://localhost:8080/OTHER/core/other/htmlreport/" > security-report.html - Network accessline 141
curl "http://localhost:8080/OTHER/core/other/htmlreport/" > security-report.html - Network accessline 143
# JSON report curl "http://localhost:8080/JSON/core/view/alerts/" > alerts.json - Network accessline 144
curl "http://localhost:8080/JSON/core/view/alerts/" > alerts.json - Network accessline 146
# XML report curl "http://localhost:8080/OTHER/core/other/xmlreport/" > security-report.xml - Network accessline 147
curl "http://localhost:8080/OTHER/core/other/xmlreport/" > security-report.xml - Network accessline 178
| Server | Description | Installation | |--------|-------------|--------------| | dtkmn/mcp-zap-server | Spring Boot OWASP ZAP MCP | [GitHub](https://github.com/dtkmn/mcp-zap-server) | - Network accessline 179
|--------|-------------|--------------| | dtkmn/mcp-zap-server | Spring Boot OWASP ZAP MCP | [GitHub](https://github.com/dtkmn/mcp-zap-server) | | ajtazer/ZAP-MCP | Python-based ZAP MCP | [GitHub](https://github.com/ajtazer/ZAP-MCP) | - Network accessline 180
| dtkmn/mcp-zap-server | Spring Boot OWASP ZAP MCP | [GitHub](https://github.com/dtkmn/mcp-zap-server) | - Network accessline 181
| ajtazer/ZAP-MCP | Python-based ZAP MCP | [GitHub](https://github.com/ajtazer/ZAP-MCP) | - Network accessline 182
| ZAP-MCP (mcp.so) | Model Context Protocol for ZAP | [mcp.so](https://mcp.so/server/ZAP-MCP) | - Network accessline 207
{ "operation": "active-scan", "target": "https://target.example.com", - Network accessline 208
"operation": "active-scan", "target": "https://target.example.com", "status": "completed", - Network accessline 209
"target": "https://target.example.com", - Network accessline 219
"alert": "SQL Injection", "risk": "High", "url": "https://target.example.com/api/users", - Network accessline 220
"risk": "High", "url": "https://target.example.com/api/users", "parameter": "id", - Network accessline 221
"url": "https://target.example.com/api/users",
library/specializations/qa-testing-automation/skills/pact-contract-testing/README.md
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# Verify provider contracts /skill pact-contract-testing verify-provider --provider api --broker-url https://broker.pactflow.io - Network accessline 48
/skill pact-contract-testing verify-provider --provider api --broker-url https://broker.pactflow.io - Network accessline 62
operation: 'verify-provider', provider: 'user-service', brokerUrl: 'https://your-broker.pactflow.io' - Network accessline 63
provider: 'user-service', brokerUrl: 'https://your-broker.pactflow.io' }); - Network accessline 64
brokerUrl: 'https://your-broker.pactflow.io' - Network accessline 112
await provider.executeTest(async (mockServer) => { const response = await fetch(`${mockServer.url}/api/users/123`); - Network accessline 113
const response = await fetch(`${mockServer.url}/api/users/123`); - Network accessline 125
const verifier = new Verifier({ provider: 'user-service', providerBaseUrl: 'http://localhost:3000', - Network accessline 126
provider: 'user-service', providerBaseUrl: 'http://localhost:3000', pactBrokerUrl: process.env.PACT_BROKER_URL, - Network accessline 127
providerBaseUrl: 'http://localhost:3000', - Access to secretsline 129
[Credential-related source omitted] - Network accessline 180
[Credential-related source omitted] - Access to secretsline 180
[Credential-related source omitted] - Network accessline 182
--version $(git rev-parse HEAD) \ --environment production \ --broker-base-url https://your-broker.pactflow.io \ - Network accessline 183
--environment production \ --broker-base-url https://your-broker.pactflow.io \ --broker-token $PACT_BROKER_TOKEN - Network accessline 184
--broker-base-url https://your-broker.pactflow.io \ - Access to secretsline 185
[Credential-related source omitted] - Network accessline 201
# .babysitter/skills/pact-contract-testing.yaml pact-contract-testing: brokerUrl: https://your-broker.pactflow.io - Network accessline 202
pact-contract-testing: brokerUrl: https://your-broker.pactflow.io publishResults: true - Network accessline 203
brokerUrl: https://your-broker.pactflow.io - Network accessline 276
**Documentation:** https://pactflow.io/blog/pactflow-mcp-server/ - Network accessline 305
- [Pact Documentation](https://docs.pact.io/) - Network accessline 306
- [PactFlow](https://pactflow.io/) - Network accessline 307
- [Consumer-Driven Contracts](https://martinfowler.com/articles/consumerDrivenContracts.html) - Network accessline 308
- [Pact JS](https://github.com/pact-foundation/pact-js) - Network accessline 309
- [PactFlow MCP Server](https://pactflow.io/blog/pactflow-mcp-server/)
library/specializations/qa-testing-automation/skills/pact-contract-testing/SKILL.md
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// Act & Assert: Execute test await provider.executeTest(async (mockServer) => { const response = await fetch(`${mockServer.url}/api/users/123`, { - Network accessline 90
await provider.executeTest(async (mockServer) => { const response = await fetch(`${mockServer.url}/api/users/123`, { headers: { - Network accessline 91
const response = await fetch(`${mockServer.url}/api/users/123`, { - Network accessline 120
await provider.executeTest(async (mockServer) => { const response = await fetch(`${mockServer.url}/api/users/999`); - Network accessline 121
const response = await fetch(`${mockServer.url}/api/users/999`); - Network accessline 135
const verifier = new Verifier({ provider: 'user-service', providerBaseUrl: 'http://localhost:3000', - Network accessline 137
providerBaseUrl: 'http://localhost:3000', - Network accessline 139
// Fetch pacts from broker pactBrokerUrl: 'https://your-broker.pactflow.io', - Network accessline 140
pactBrokerUrl: 'https://your-broker.pactflow.io', - Access to secretsline 141
[Credential-related source omitted] - Network accessline 188
const publisher = new Publisher({ pactFilesOrDirs: ['./pacts'], pactBroker: 'https://your-broker.pactflow.io', - Network accessline 189
pactFilesOrDirs: ['./pacts'], pactBroker: 'https://your-broker.pactflow.io', pactBrokerToken: process.env.PACT_BROKER_TOKEN, - Network accessline 190
pactBroker: 'https://your-broker.pactflow.io', - Access to secretsline 191
[Credential-related source omitted] - Network accessline 206
[Credential-related source omitted] - Access to secretsline 206
[Credential-related source omitted] - Network accessline 208
--version $(git rev-parse HEAD) \ --to-environment production \ --broker-base-url https://your-broker.pactflow.io \ - Network accessline 209
--to-environment production \ --broker-base-url https://your-broker.pactflow.io \ --broker-token $PACT_BROKER_TOKEN - Network accessline 210
--broker-base-url https://your-broker.pactflow.io \ - Access to secretsline 211
[Credential-related source omitted] - Network accessline 214
[Credential-related source omitted] - Access to secretsline 214
[Credential-related source omitted] - Network accessline 216
--version $(git rev-parse HEAD) \ --to-environment production \ --broker-base-url https://your-broker.pactflow.io \ - Network accessline 217
--to-environment production \ --broker-base-url https://your-broker.pactflow.io \ --broker-token $PACT_BROKER_TOKEN - Network accessline 218
--broker-base-url https://your-broker.pactflow.io \ - Access to secretsline 219
[Credential-related source omitted] - Network accessline 222
[Credential-related source omitted] - Access to secretsline 222
[Credential-related source omitted] - Network accessline 224
--version $(git rev-parse HEAD) \ --environment production \ --broker-base-url https://your-broker.pactflow.io \ - Network accessline 225
--environment production \ --broker-base-url https://your-broker.pactflow.io \ --broker-token $PACT_BROKER_TOKEN - Network accessline 226
--broker-base-url https://your-broker.pactflow.io \ - Access to secretsline 227
[Credential-related source omitted] - Network accessline 243
env: PACT_BROKER_URL: https://your-broker.pactflow.io - Network accessline 244
PACT_BROKER_URL: https://your-broker.pactflow.io - Access to secretsline 270
[Credential-related source omitted] - Access to secretsline 305
[Credential-related source omitted] - Network accessline 313
# Trigger provider verification on consumer change pact-broker create-webhook \ 'https://api.github.com/repos/org/provider-repo/dispatches' \ - Network accessline 314
[Credential-related source omitted] - Access to secretsline 314
[Credential-related source omitted] - Network accessline 315
'https://api.github.com/repos/org/provider-repo/dispatches' \ - Access to secretsline 318
[Credential-related source omitted] - Network accessline 320
--description "Trigger provider verification on contract change" \ --contract-content-changed \ --broker-base-url https://your-broker.pactflow.io \ - Network accessline 321
--contract-content-changed \ --broker-base-url https://your-broker.pactflow.io \ --broker-token $PACT_BROKER_TOKEN - Network accessline 322
--broker-base-url https://your-broker.pactflow.io \ - Access to secretsline 323
[Credential-related source omitted] - Network accessline 336
consumer: 'frontend-app', provider: 'user-service', pactBrokerUrl: 'https://your-broker.pactflow.io', - Network accessline 337
provider: 'user-service', pactBrokerUrl: 'https://your-broker.pactflow.io', pactBrokerToken: process.env.PACT_BROKER_TOKEN - Network accessline 338
pactBrokerUrl: 'https://your-broker.pactflow.io', - Access to secretsline 339
[Credential-related source omitted] - Network accessline 343
[Credential-related source omitted] - Access to secretsline 343
[Credential-related source omitted] - Network accessline 348
// --content-type application/yaml \ // --verification-success \ // --broker-base-url https://your-broker.pactflow.io \ - Network accessline 349
// --verification-success \ // --broker-base-url https://your-broker.pactflow.io \ // --broker-token $PACT_BROKER_TOKEN - Network accessline 350
// --broker-base-url https://your-broker.pactflow.io \ - Access to secretsline 351
[Credential-related source omitted] - Network accessline 399
| Server | Description | Installation | |--------|-------------|--------------| | PactFlow MCP Server | AI-powered contract testing in IDE | [PactFlow Blog](https://pactflow.io/blog/pactflow-mcp-server/) | - Network accessline 401
| PactFlow MCP Server | AI-powered contract testing in IDE | [PactFlow Blog](https://pactflow.io/blog/pactflow-mcp-server/) | - Network accessline 441
"canDeploy": true, "environment": "production", "verificationUrl": "https://broker.pactflow.io/verifications/123" - Network accessline 442
"environment": "production", "verificationUrl": "https://broker.pactflow.io/verifications/123" } - Network accessline 443
"verificationUrl": "https://broker.pactflow.io/verifications/123"
library/specializations/qa-testing-automation/skills/percy-visual/README.md
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Read, Write, Edit, Bash, Glob, Grep
library/specializations/qa-testing-automation/skills/selenium-webdriver/README.md
library/specializations/qa-testing-automation/skills/selenium-webdriver/SKILL.md
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action: 'execute-tests', browsers: ['chrome', 'firefox', 'edge'], gridUrl: 'http://localhost:4444/wd/hub', - Network accessline 79
browsers: ['chrome', 'firefox', 'edge'], gridUrl: 'http://localhost:4444/wd/hub', parallel: true - Network accessline 80
gridUrl: 'http://localhost:4444/wd/hub',
library/specializations/qa-testing-automation/skills/smoke-testing/SKILL.md
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Read, Write, Edit, Bash, Glob, Grep
library/specializations/qa-testing-automation/skills/stryker-mutation/README.md
library/specializations/qa-testing-automation/skills/stryker-mutation/SKILL.md
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library/specializations/qa-testing-automation/skills/test-data-generation/README.md
- Network accessline 254
**GitHub:** https://github.com/funsjanssen/faker-mcp - Network accessline 300
- [Faker.js Documentation](https://fakerjs.dev/) - Network accessline 301
- [Fishery Documentation](https://github.com/thoughtbot/fishery) - Network accessline 302
- [Test Data Best Practices](https://martinfowler.com/bliki/TestDataBuilder.html) - Network accessline 303
- [funsjanssen/faker-mcp](https://github.com/funsjanssen/faker-mcp)
library/specializations/qa-testing-automation/skills/test-data-generation/SKILL.md
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| Server | Description | Installation | |--------|-------------|--------------| | funsjanssen/faker-mcp | Faker.js MCP Server | [GitHub](https://github.com/funsjanssen/faker-mcp) | - Network accessline 444
| funsjanssen/faker-mcp | Faker.js MCP Server | [GitHub](https://github.com/funsjanssen/faker-mcp) |
library/specializations/robotics-simulation/skills/behavior-trees/SKILL.md
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library/specializations/robotics-simulation/skills/calibration-tools/SKILL.md
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library/specializations/robotics-simulation/skills/computer-vision/SKILL.md
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library/specializations/robotics-simulation/skills/edge-deployment/SKILL.md
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library/specializations/robotics-simulation/skills/gazebo-simulation/README.md
- Dangerous shell operationline 19
sudo apt install gz-harmonic - Dangerous shell operationline 22
sudo apt install ros-humble-ros-gz - Dangerous shell operationline 25
sudo apt install ros-humble-ros-gz-bridge ros-humble-ros-gz-sim - Network accessline 217
**GitHub:** https://github.com/robotmcp/ros-mcp-server - Network accessline 279
- [Gazebo Sim Documentation](https://gazebosim.org/docs) - Network accessline 280
- [SDF Format Specification](http://sdformat.org/) - Network accessline 281
- [ros_gz GitHub](https://github.com/gazebosim/ros_gz) - Network accessline 282
- [Gazebo Tutorials](https://gazebosim.org/docs/latest/tutorials)
library/specializations/robotics-simulation/skills/gazebo-simulation/SKILL.md
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| Server | Description | Installation | |--------|-------------|--------------| | Gazebo MCP Server | ROS2 MCP for Gazebo | [lobehub.com](https://lobehub.com/mcp/yourusername-gazebo-mcp) | - Network accessline 536
|--------|-------------|--------------| | Gazebo MCP Server | ROS2 MCP for Gazebo | [lobehub.com](https://lobehub.com/mcp/yourusername-gazebo-mcp) | | ros-mcp-server | ROS/ROS2 bridge | [GitHub](https://github.com/robotmcp/ros-mcp-server) | - Network accessline 537
| Gazebo MCP Server | ROS2 MCP for Gazebo | [lobehub.com](https://lobehub.com/mcp/yourusername-gazebo-mcp) | - Network accessline 538
| ros-mcp-server | ROS/ROS2 bridge | [GitHub](https://github.com/robotmcp/ros-mcp-server) |
library/specializations/robotics-simulation/skills/grasp-planning/SKILL.md
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library/specializations/robotics-simulation/skills/isaac-sim/SKILL.md
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library/specializations/robotics-simulation/skills/kinematics-dynamics/SKILL.md
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library/specializations/robotics-simulation/skills/motion-planning/SKILL.md
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library/specializations/robotics-simulation/skills/moveit-planning/SKILL.md
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library/specializations/robotics-simulation/skills/mpc-controller/SKILL.md
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library/specializations/robotics-simulation/skills/multi-robot-coordination/SKILL.md
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library/specializations/robotics-simulation/skills/nav2-navigation/SKILL.md
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library/specializations/robotics-simulation/skills/object-detection/SKILL.md
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library/specializations/robotics-simulation/skills/point-cloud-processing/SKILL.md
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library/specializations/robotics-simulation/skills/rl-robotics/SKILL.md
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library/specializations/robotics-simulation/skills/ros-integration/README.md
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1. **ROS2 Installation** - Install from [docs.ros.org](https://docs.ros.org/en/humble/Installation.html) - Network accessline 204
**GitHub:** https://github.com/robotmcp/ros-mcp-server - Network accessline 215
**Paper:** [arXiv:2511.03497](https://arxiv.org/pdf/2511.03497) - Network accessline 247
- [ROS2 Documentation](https://docs.ros.org/en/humble/) - Network accessline 248
- [ROS2 Design Patterns](https://design.ros2.org/) - Network accessline 249
- [ros-mcp-server GitHub](https://github.com/robotmcp/ros-mcp-server) - Network accessline 250
- [ROS2 Migration Guide](https://docs.ros.org/en/humble/How-To-Guides/Migrating-from-ROS1.html)
library/specializations/robotics-simulation/skills/ros-integration/SKILL.md
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| Server | Description | Installation | |--------|-------------|--------------| | ros-mcp-server (robotmcp) | ROS/ROS2 bridge via MCP | [GitHub](https://github.com/robotmcp/ros-mcp-server) | - Network accessline 293
|--------|-------------|--------------| | ros-mcp-server (robotmcp) | ROS/ROS2 bridge via MCP | [GitHub](https://github.com/robotmcp/ros-mcp-server) | | ros2-mcp-server (kakimochi) | Python-based ROS2 MCP integration | [Glama](https://glama - Network accessline 294
| ros-mcp-server (robotmcp) | ROS/ROS2 bridge via MCP | [GitHub](https://github.com/robotmcp/ros-mcp-server) | - Network accessline 295
| ros2-mcp-server (kakimochi) | Python-based ROS2 MCP integration | [Glama](https://glama.ai/mcp/servers/@kakimochi/ros2-mcp-server) | - Network accessline 296
| roba-labs-mcp | ROS documentation and learning resources | [Glama](https://glama.ai/mcp/servers/@Tairon-ai/roba-labs-mcp) |
library/specializations/robotics-simulation/skills/ros2-control/SKILL.md
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library/specializations/robotics-simulation/skills/rviz-visualization/SKILL.md
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library/specializations/robotics-simulation/skills/safety-systems/SKILL.md
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library/specializations/robotics-simulation/skills/sensor-fusion/README.md
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sudo apt install ros-humble-robot-localization - Dangerous shell operationline 22
sudo apt install libgtsam-dev - Network accessline 253
- [robot_localization Wiki](http://docs.ros.org/en/noetic/api/robot_localization/html/) - Network accessline 254
- [REP-105 Coordinate Frames](https://www.ros.org/reps/rep-0105.html) - Network accessline 255
- [EKF Tutorial](https://www.kalmanfilter.net/default.aspx) - Network accessline 256
- [IMU Preintegration Paper](https://arxiv.org/abs/1512.02363) - Network accessline 257
- [EKF Sensor Fusion Packages](https://github.com/balamuruganky/EKF_IMU_GPS)
library/specializations/robotics-simulation/skills/sensor-fusion/SKILL.md
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| Server | Description | Reference | |--------|-------------|-----------| | ros-mcp-server | ROS topic access | [GitHub](https://github.com/robotmcp/ros-mcp-server) | - Network accessline 644
| ros-mcp-server | ROS topic access | [GitHub](https://github.com/robotmcp/ros-mcp-server) |
library/specializations/robotics-simulation/skills/sim-to-real/SKILL.md
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library/specializations/robotics-simulation/skills/slam-algorithms/README.md
- Dangerous shell operationline 19
sudo apt install ros-humble-rtabmap-ros - Dangerous shell operationline 22
sudo apt install ros-humble-cartographer ros-humble-cartographer-ros - Dangerous shell operationline 25
sudo apt install ros-humble-slam-toolbox - Network accessline 27
# ORB-SLAM3 (build from source) git clone https://github.com/UZ-SLAMLab/ORB_SLAM3.git - Network accessline 28
git clone https://github.com/UZ-SLAMLab/ORB_SLAM3.git - Network accessline 31
# LIO-SAM (build from source) git clone https://github.com/TixiaoShan/LIO-SAM.git - Network accessline 32
git clone https://github.com/TixiaoShan/LIO-SAM.git - Network accessline 277
- [ORB-SLAM3 Paper](https://arxiv.org/abs/2007.11898) - Network accessline 278
- [RTAB-Map Wiki](http://wiki.ros.org/rtabmap_ros) - Network accessline 279
- [Cartographer ROS](https://google-cartographer-ros.readthedocs.io/) - Network accessline 280
- [LIO-SAM Paper](https://arxiv.org/abs/2007.00258) - Network accessline 281
- [EVO Evaluation Tool](https://github.com/MichaelGrupp/evo) - Network accessline 282
- [awesome-visual-slam](https://github.com/tzutalin/awesome-visual-slam)
library/specializations/robotics-simulation/skills/slam-algorithms/SKILL.md
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| Server | Description | Reference | |--------|-------------|-----------| | ros-mcp-server | ROS topic/service access | [GitHub](https://github.com/robotmcp/ros-mcp-server) | - Network accessline 525
|--------|-------------|-----------| | ros-mcp-server | ROS topic/service access | [GitHub](https://github.com/robotmcp/ros-mcp-server) | | ROSBag MCP | Bag file analysis | [arXiv](https://arxiv.org/pdf/2511.03497) | - Network accessline 526
| ros-mcp-server | ROS topic/service access | [GitHub](https://github.com/robotmcp/ros-mcp-server) | - Network accessline 527
| ROSBag MCP | Bag file analysis | [arXiv](https://arxiv.org/pdf/2511.03497) |
library/specializations/robotics-simulation/skills/tf2-transforms/SKILL.md
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library/specializations/robotics-simulation/skills/urdf-sdf-model/README.md
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sudo apt install ros-humble-urdf ros-humble-xacro ros-humble-joint-state-publisher-gui - Dangerous shell operationline 24
sudo apt install meshlab blender - Network accessline 218
**GitHub:** https://github.com/bonninr/freecad_mcp - Network accessline 229
**Website:** https://blender-mcp.com/ - Network accessline 278
- [URDF Specification](http://wiki.ros.org/urdf/XML) - Network accessline 279
- [SDF Specification](http://sdformat.org/spec) - Network accessline 280
- [Xacro Documentation](http://wiki.ros.org/xacro) - Network accessline 281
- [REP-103 Coordinate Frames](https://www.ros.org/reps/rep-0103.html)
library/specializations/robotics-simulation/skills/urdf-sdf-model/SKILL.md
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<?xml version="1.0"?> <robot name="my_robot" xmlns:xacro="http://www.ros.org/wiki/xacro"> - Network accessline 51
<robot name="my_robot" xmlns:xacro="http://www.ros.org/wiki/xacro"> - Network accessline 116
<?xml version="1.0"?> <robot name="my_robot" xmlns:xacro="http://www.ros.org/wiki/xacro"> - Network accessline 117
<robot name="my_robot" xmlns:xacro="http://www.ros.org/wiki/xacro"> - Network accessline 416
| Server | Description | Installation | |--------|-------------|--------------| | CAD-Query MCP | Parametric 3D modeling | [mcpservers.org](https://mcpservers.org/servers/rishigundakaram/cadquery-mcp-server) | - Network accessline 417
|--------|-------------|--------------| | CAD-Query MCP | Parametric 3D modeling | [mcpservers.org](https://mcpservers.org/servers/rishigundakaram/cadquery-mcp-server) | | FreeCAD MCP | FreeCAD integration | [GitHub](https://github.com/bonn - Network accessline 418
| CAD-Query MCP | Parametric 3D modeling | [mcpservers.org](https://mcpservers.org/servers/rishigundakaram/cadquery-mcp-server) | - Network accessline 419
| FreeCAD MCP | FreeCAD integration | [GitHub](https://github.com/bonninr/freecad_mcp) | - Network accessline 420
| Blender MCP | Mesh creation and editing | [blender-mcp.com](https://blender-mcp.com/) | - Network accessline 421
| OpenSCAD MCP | Parametric modeling | [playbooks.com](https://playbooks.com/mcp/jhacksman-openscad) |
library/specializations/sdk-platform-development/skills/actionable-error-formatter/SKILL.md
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context: errorCatalog: ./errors/catalog.yaml docsBaseUrl: "https://docs.example.com/errors" - Network accessline 73
errorCatalog: ./errors/catalog.yaml docsBaseUrl: "https://docs.example.com/errors" formatting: - Network accessline 74
docsBaseUrl: "https://docs.example.com/errors"
library/specializations/sdk-platform-development/skills/api-diff-analyzer/README.md
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# Linux/Windows curl -fsSL https://raw.githubusercontent.com/oasdiff/oasdiff/main/install.sh | sh - Dangerous shell operationline 26
curl -fsSL https://raw.githubusercontent.com/oasdiff/oasdiff/main/install.sh | sh - Network accessline 26
curl -fsSL https://raw.githubusercontent.com/oasdiff/oasdiff/main/install.sh | sh - Network accessline 238
**Documentation:** https://github.com/specmatic/specmatic-mcp-server - Network accessline 266
- [oasdiff Documentation](https://github.com/oasdiff/oasdiff) - Network accessline 267
- [OpenAPI Specification](https://spec.openapis.org/oas/latest.html) - Network accessline 268
- [API Evolution Best Practices](https://google.aip.dev/general) - Network accessline 269
- [Specmatic](https://specmatic.in/)
library/specializations/sdk-platform-development/skills/api-diff-analyzer/SKILL.md
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- name: Install oasdiff run: | curl -fsSL https://raw.githubusercontent.com/oasdiff/oasdiff/main/install.sh | sh - Dangerous shell operationline 485
curl -fsSL https://raw.githubusercontent.com/oasdiff/oasdiff/main/install.sh | sh - Network accessline 485
curl -fsSL https://raw.githubusercontent.com/oasdiff/oasdiff/main/install.sh | sh - Network accessline 653
| Server | Description | Installation | |--------|-------------|--------------| | Specmatic MCP | Contract testing and diff | [GitHub](https://github.com/specmatic/specmatic-mcp-server) | - Network accessline 654
|--------|-------------|--------------| | Specmatic MCP | Contract testing and diff | [GitHub](https://github.com/specmatic/specmatic-mcp-server) | | mcp-openapi-schema | OpenAPI exploration | [GitHub](https://github.com/hannesj/mcp-openapi - Network accessline 655
| Specmatic MCP | Contract testing and diff | [GitHub](https://github.com/specmatic/specmatic-mcp-server) | - Network accessline 656
| mcp-openapi-schema | OpenAPI exploration | [GitHub](https://github.com/hannesj/mcp-openapi-schema) |
library/specializations/sdk-platform-development/skills/api-gateway-configurator/SKILL.md
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library/specializations/sdk-platform-development/skills/api-key-manager/SKILL.md
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library/specializations/sdk-platform-development/skills/changelog-generator/SKILL.md
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file: CHANGELOG.md linkTemplates: commit: "https://github.com/org/repo/commit/{hash}" - Network accessline 83
linkTemplates: commit: "https://github.com/org/repo/commit/{hash}" issue: "https://github.com/org/repo/issues/{id}" - Network accessline 84
commit: "https://github.com/org/repo/commit/{hash}" - Network accessline 85
issue: "https://github.com/org/repo/issues/{id}"
library/specializations/sdk-platform-development/skills/cicd-pipeline-generator/SKILL.md
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library/specializations/sdk-platform-development/skills/cli-framework-builder/SKILL.md
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library/specializations/sdk-platform-development/skills/codemod-generator/SKILL.md
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library/specializations/sdk-platform-development/skills/compatibility-test-matrix/SKILL.md
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library/specializations/sdk-platform-development/skills/contract-test-framework/README.md
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/skill contract-test-framework verify-provider \ --provider myservice-api \ --broker-url https://broker.pactflow.io - Network accessline 48
--broker-url https://broker.pactflow.io - Network accessline 66
operation: 'verify-provider', provider: 'myservice-api', brokerUrl: 'https://broker.pactflow.io' - Network accessline 67
provider: 'myservice-api', brokerUrl: 'https://broker.pactflow.io' }); - Network accessline 68
brokerUrl: 'https://broker.pactflow.io' - Network accessline 126
const verifier = new Verifier({ provider: 'myservice-api', providerBaseUrl: 'http://localhost:3000', - Network accessline 127
provider: 'myservice-api', providerBaseUrl: 'http://localhost:3000', pactBrokerUrl: process.env.PACT_BROKER_URL, - Network accessline 128
providerBaseUrl: 'http://localhost:3000', - Access to secretsline 130
[Credential-related source omitted] - Network accessline 145
[Credential-related source omitted] - Access to secretsline 145
[Credential-related source omitted] - Network accessline 147
--version $(git rev-parse HEAD) \ --to-environment production \ --broker-base-url https://broker.pactflow.io \ - Network accessline 148
--to-environment production \ --broker-base-url https://broker.pactflow.io \ --broker-token $PACT_BROKER_TOKEN - Network accessline 149
--broker-base-url https://broker.pactflow.io \ - Access to secretsline 150
[Credential-related source omitted] - Network accessline 259
**Documentation:** https://pactflow.io/blog/pactflow-mcp-server/ - Network accessline 287
- [Pact Documentation](https://docs.pact.io/) - Network accessline 288
- [PactFlow](https://pactflow.io/) - Network accessline 289
- [Consumer-Driven Contracts](https://martinfowler.com/articles/consumerDrivenContracts.html) - Network accessline 290
- [PactFlow MCP Server](https://pactflow.io/blog/pactflow-mcp-server/)
library/specializations/sdk-platform-development/skills/contract-test-framework/SKILL.md
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provider: name: myservice-api baseUrl: http://localhost:3000 - Network accessline 236
baseUrl: http://localhost:3000 - Network accessline 238
broker: url: https://your-broker.pactflow.io - Network accessline 239
url: https://your-broker.pactflow.io - Access to secretsline 240
[Credential-related source omitted] - Network accessline 271
const verifier = new Verifier({ provider: 'myservice-api', providerBaseUrl: 'http://localhost:3000', - Network accessline 273
providerBaseUrl: 'http://localhost:3000', - Access to secretsline 277
[Credential-related source omitted] - Network accessline 353
env: PACT_BROKER_URL: https://your-broker.pactflow.io - Network accessline 354
PACT_BROKER_URL: https://your-broker.pactflow.io - Access to secretsline 389
[Credential-related source omitted] - Network accessline 412
- name: Wait for provider run: npx wait-on http://localhost:3000/health - Network accessline 413
run: npx wait-on http://localhost:3000/health - Network accessline 477
# Create webhook for SDK changes pact-broker create-webhook \ 'https://api.github.com/repos/your-org/myservice-api/dispatches' \ - Network accessline 478
[Credential-related source omitted] - Access to secretsline 478
[Credential-related source omitted] - Network accessline 479
'https://api.github.com/repos/your-org/myservice-api/dispatches' \ - Access to secretsline 482
[Credential-related source omitted] - Network accessline 490
[Credential-related source omitted] - Access to secretsline 490
[Credential-related source omitted] - Network accessline 492
--contract-content-changed \ --provider myservice-api \ --broker-base-url https://your-broker.pactflow.io \ - Network accessline 493
--provider myservice-api \ --broker-base-url https://your-broker.pactflow.io \ --broker-token $PACT_BROKER_TOKEN - Network accessline 494
--broker-base-url https://your-broker.pactflow.io \ - Access to secretsline 495
[Credential-related source omitted] - Network accessline 497
# Create webhook for verification results pact-broker create-webhook \ 'https://api.github.com/repos/your-org/myservice-sdk/statuses/${pactbroker.consumerVersionNumber}' \ - Network accessline 498
[Credential-related source omitted] - Access to secretsline 498
[Credential-related source omitted] - Network accessline 499
'https://api.github.com/repos/your-org/myservice-sdk/statuses/${pactbroker.consumerVersionNumber}' \ - Access to secretsline 501
[Credential-related source omitted] - Network accessline 506
[Credential-related source omitted] - Access to secretsline 506
[Credential-related source omitted] - Network accessline 507
--description "Update SDK commit status on verification" \ --provider-verification-published \ --broker-base-url https://your-broker.pactflow.io \ - Network accessline 508
--provider-verification-published \ --broker-base-url https://your-broker.pactflow.io \ --broker-token $PACT_BROKER_TOKEN - Network accessline 509
--broker-base-url https://your-broker.pactflow.io \ - Access to secretsline 510
[Credential-related source omitted] - Access to secretsline 527
[Credential-related source omitted] - Network accessline 570
| Server | Description | Installation | |--------|-------------|--------------| | PactFlow MCP Server | AI-powered contract testing | [PactFlow Blog](https://pactflow.io/blog/pactflow-mcp-server/) | - Network accessline 571
|--------|-------------|--------------| | PactFlow MCP Server | AI-powered contract testing | [PactFlow Blog](https://pactflow.io/blog/pactflow-mcp-server/) | | Specmatic MCP Server | Contract testing and mocks | [GitHub](https://github.com - Network accessline 572
| PactFlow MCP Server | AI-powered contract testing | [PactFlow Blog](https://pactflow.io/blog/pactflow-mcp-server/) | - Network accessline 573
| Specmatic MCP Server | Contract testing and mocks | [GitHub](https://github.com/specmatic/specmatic-mcp-server) | - Network accessline 619
"canDeploy": true, "environment": "production", "verificationUrl": "https://broker.pactflow.io/matrix/provider/myservice-api/version/abc123" - Network accessline 620
"environment": "production", "verificationUrl": "https://broker.pactflow.io/matrix/provider/myservice-api/version/abc123" } - Network accessline 621
"verificationUrl": "https://broker.pactflow.io/matrix/provider/myservice-api/version/abc123"
library/specializations/sdk-platform-development/skills/csharp-sdk-specialist/SKILL.md
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library/specializations/sdk-platform-development/skills/deprecation-manager/SKILL.md
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library/specializations/sdk-platform-development/skills/developer-portal-builder/SKILL.md
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library/specializations/sdk-platform-development/skills/diataxis-doc-generator/SKILL.md
library/specializations/sdk-platform-development/skills/error-code-catalog/SKILL.md
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library/specializations/sdk-platform-development/skills/go-sdk-specialist/SKILL.md
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library/specializations/sdk-platform-development/skills/graphql-schema-designer/SKILL.md
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library/specializations/sdk-platform-development/skills/health-check-endpoint/SKILL.md
library/specializations/sdk-platform-development/skills/idp-configurator/SKILL.md
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library/specializations/sdk-platform-development/skills/interactive-api-console/SKILL.md
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environments: - name: sandbox baseUrl: https://api.sandbox.example.com - Network accessline 76
- name: sandbox baseUrl: https://api.sandbox.example.com - name: production - Network accessline 77
baseUrl: https://api.sandbox.example.com - Network accessline 78
- name: production baseUrl: https://api.example.com codeLanguages: - Network accessline 79
baseUrl: https://api.example.com codeLanguages: - curl - Network accessline 80
codeLanguages: - curl - javascript - Network accessline 81
- curl - javascript - python
library/specializations/sdk-platform-development/skills/java-sdk-specialist/SKILL.md
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library/specializations/sdk-platform-development/skills/jwt-handler/SKILL.md
library/specializations/sdk-platform-development/skills/middleware-chain-designer/SKILL.md
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library/specializations/sdk-platform-development/skills/oauth-flow-implementer/SKILL.md
library/specializations/sdk-platform-development/skills/openapi-codegen-orchestrator/README.md
- Network accessline 241
**Documentation:** https://github.com/hannesj/mcp-openapi-schema - Network accessline 252
**Documentation:** https://github.com/johnneerdael/swagger-mcp - Network accessline 286
- [OpenAPI Generator](https://openapi-generator.tech/) - Network accessline 287
- [OpenAPI Specification](https://spec.openapis.org/oas/latest.html) - Network accessline 288
- [Generator Templates](https://openapi-generator.tech/docs/templating) - Network accessline 289
- [Azure SDK Guidelines](https://azure.github.io/azure-sdk/) - Network accessline 290
- [Stainless SDK Platform](https://www.stainless.com/)
library/specializations/sdk-platform-development/skills/openapi-codegen-orchestrator/SKILL.md
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{ "$schema": "http://json-schema.org/draft-07/schema#", - Network accessline 482
"$schema": "http://json-schema.org/draft-07/schema#", - Network accessline 510
| Server | Description | Installation | |--------|-------------|--------------| | mcp-openapi-schema | Explore OpenAPI schemas | [GitHub](https://github.com/hannesj/mcp-openapi-schema) | - Network accessline 511
|--------|-------------|--------------| | mcp-openapi-schema | Explore OpenAPI schemas | [GitHub](https://github.com/hannesj/mcp-openapi-schema) | | openapi-mcp-server | Navigate complex OpenAPIs | [GitHub](https://github.com/janwilmake/ope - Network accessline 512
| mcp-openapi-schema | Explore OpenAPI schemas | [GitHub](https://github.com/hannesj/mcp-openapi-schema) | - Network accessline 513
| openapi-mcp-server | Navigate complex OpenAPIs | [GitHub](https://github.com/janwilmake/openapi-mcp-server) | - Network accessline 514
| swagger-mcp | Analyze OpenAPI specifications | [GitHub](https://github.com/johnneerdael/swagger-mcp) |
library/specializations/sdk-platform-development/skills/openapi-spec-generator/SKILL.md
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library/specializations/sdk-platform-development/skills/opentelemetry-integrator/SKILL.md
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library/specializations/sdk-platform-development/skills/package-publisher/SKILL.md
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library/specializations/sdk-platform-development/skills/performance-benchmark-suite/SKILL.md
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library/specializations/sdk-platform-development/skills/plugin-registry-manager/SKILL.md
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library/specializations/sdk-platform-development/skills/protobuf-grpc-designer/SKILL.md
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library/specializations/sdk-platform-development/skills/python-sdk-specialist/SKILL.md
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library/specializations/sdk-platform-development/skills/rate-limiter-designer/SKILL.md
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library/specializations/sdk-platform-development/skills/request-debugger/README.md
library/specializations/sdk-platform-development/skills/request-debugger/SKILL.md
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Bash - Network accessline 28
- Redact sensitive data automatically - Correlate logs with request IDs - Support curl command export for reproduction - Network accessline 29
- Correlate logs with request IDs - Support curl command export for reproduction - Implement request timing breakdowns - Network accessline 30
- Support curl command export for reproduction - Network accessline 61
- Request logger implementation - Sensitive data redactor - Curl command generator - Network accessline 62
- Sensitive data redactor - Curl command generator - HAR exporter - Network accessline 63
- Curl command generator - Network accessline 90
1. Always redact sensitive data 2. Include timing breakdowns 3. Support reproducible curl export - Network accessline 91
2. Include timing breakdowns 3. Support reproducible curl export 4. Log retry attempts with reasons - Network accessline 92
3. Support reproducible curl export
library/specializations/sdk-platform-development/skills/rust-sdk-specialist/SKILL.md
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library/specializations/sdk-platform-development/skills/scope-permission-designer/SKILL.md
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library/specializations/sdk-platform-development/skills/sdk-init-generator/SKILL.md
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library/specializations/sdk-platform-development/skills/sdk-mock-generator/SKILL.md
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library/specializations/sdk-platform-development/skills/semver-analyzer/README.md
- Network accessline 284
- [Semantic Versioning](https://semver.org/) - Network accessline 285
- [Conventional Commits](https://www.conventionalcommits.org/) - Network accessline 286
- [semantic-release](https://semantic-release.gitbook.io/) - Network accessline 287
- [Changesets](https://github.com/changesets/changesets)
library/specializations/sdk-platform-development/skills/semver-analyzer/SKILL.md
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// Example output: // ## [2.0.0](https://github.com/org/sdk/compare/v1.5.0...v2.0.0) (2026-01-24) - Network accessline 492
// ## [2.0.0](https://github.com/org/sdk/compare/v1.5.0...v2.0.0) (2026-01-24) - Network accessline 494
// ### Breaking Changes // // * **api:** remove deprecated getUsers method ([abc1234](https://github.com/org/sdk/commit/abc1234)) - Network accessline 495
// // * **api:** remove deprecated getUsers method ([abc1234](https://github.com/org/sdk/commit/abc1234)) // - Network accessline 496
// * **api:** remove deprecated getUsers method ([abc1234](https://github.com/org/sdk/commit/abc1234)) - Network accessline 498
// ### Features // // * **users:** add batch operations ([def5678](https://github.com/org/sdk/commit/def5678)) - Network accessline 499
// // * **users:** add batch operations ([def5678](https://github.com/org/sdk/commit/def5678)) // * **orders:** implement pagination support ([ghi9012](https://github.com/org/sdk/commit/ghi9012)) - Network accessline 500
// * **users:** add batch operations ([def5678](https://github.com/org/sdk/commit/def5678)) - Network accessline 501
// * **orders:** implement pagination support ([ghi9012](https://github.com/org/sdk/commit/ghi9012)) - Network accessline 503
// ### Bug Fixes // // * **auth:** fix token refresh race condition ([jkl3456](https://github.com/org/sdk/commit/jkl3456)) - Network accessline 505
// * **auth:** fix token refresh race condition ([jkl3456](https://github.com/org/sdk/commit/jkl3456)) - Network accessline 674
| Server | Description | Installation | |--------|-------------|--------------| | changelog-generator | Generate changelogs from commits | [ComposioHQ](https://github.com/ComposioHQ/awesome-claude-skills) | - Network accessline 675
|--------|-------------|--------------| | changelog-generator | Generate changelogs from commits | [ComposioHQ](https://github.com/ComposioHQ/awesome-claude-skills) | | Specmatic MCP | Detect breaking changes | [GitHub](https://github.com/s - Network accessline 676
| changelog-generator | Generate changelogs from commits | [ComposioHQ](https://github.com/ComposioHQ/awesome-claude-skills) | - Network accessline 677
| Specmatic MCP | Detect breaking changes | [GitHub](https://github.com/specmatic/specmatic-mcp-server) |
library/specializations/sdk-platform-development/skills/smithy-sdk-generator/SKILL.md
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library/specializations/sdk-platform-development/skills/typescript-sdk-specialist/README.md
- Network accessline 124
const sdk = new MyServiceSDK({ accessToken: 'oauth-token', baseUrl: 'https://api.staging.myservice.com', - Network accessline 125
accessToken: 'oauth-token', baseUrl: 'https://api.staging.myservice.com', timeout: 60000, - Network accessline 126
baseUrl: 'https://api.staging.myservice.com', - Network accessline 285
- [TypeScript Handbook](https://www.typescriptlang.org/docs/) - Network accessline 286
- [tsup Documentation](https://tsup.egoist.dev/) - Network accessline 287
- [Azure SDK Design Guidelines](https://azure.github.io/azure-sdk/typescript_introduction.html) - Network accessline 288
- [Stripe TypeScript SDK](https://github.com/stripe/stripe-node) - Network accessline 289
- [Claude Agent SDK](https://github.com/anthropics/claude-agent-sdk-typescript)
library/specializations/sdk-platform-development/skills/typescript-sdk-specialist/SKILL.md
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constructor(config: SDKConfig) { this.client = new BaseClient({ baseUrl: config.baseUrl ?? 'https://api.myservice.com', - Network accessline 71
this.client = new BaseClient({ baseUrl: config.baseUrl ?? 'https://api.myservice.com', timeout: config.timeout ?? 30000, - Network accessline 72
baseUrl: config.baseUrl ?? 'https://api.myservice.com', - Network accessline 276
try { const response = await this.fetch(config); - Network accessline 277
const response = await this.fetch(config); - Network accessline 303
private async fetch(config: RequestConfig): Promise<Response> { - Network accessline 317
try { const response = await fetch(url.toString(), { - Network accessline 318
const response = await fetch(url.toString(), { - Network accessline 645
| Server | Description | Installation | |--------|-------------|--------------| | Claude Agent SDK | Official TypeScript SDK | [GitHub](https://github.com/anthropics/claude-agent-sdk-typescript) | - Network accessline 646
|--------|-------------|--------------| | Claude Agent SDK | Official TypeScript SDK | [GitHub](https://github.com/anthropics/claude-agent-sdk-typescript) | | developer-kit | Skill building patterns | [GitHub](https://github.com/giuseppe-tr - Network accessline 647
| Claude Agent SDK | Official TypeScript SDK | [GitHub](https://github.com/anthropics/claude-agent-sdk-typescript) | - Network accessline 648
| developer-kit | Skill building patterns | [GitHub](https://github.com/giuseppe-trisciuoglio/developer-kit) |
library/specializations/sdk-platform-development/skills/typespec-sdk-generator/SKILL.md
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library/specializations/sdk-platform-development/skills/usage-analytics-collector/SKILL.md
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library/specializations/security-compliance/skills/aws-security-scanner/SKILL.md
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library/specializations/security-compliance/skills/azure-security-scanner/SKILL.md
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library/specializations/security-compliance/skills/compliance-evidence-collector/SKILL.md
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library/specializations/security-compliance/skills/container-security-scanner/SKILL.md
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library/specializations/security-compliance/skills/crypto-analyzer/SKILL.md
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library/specializations/security-compliance/skills/dast-scanner/README.md
- Network accessline 37
# Quick scan with ZAP /skill dast-scanner zap-scan --target https://example.com - Network accessline 38
/skill dast-scanner zap-scan --target https://example.com - Network accessline 40
# Nuclei vulnerability scan /skill dast-scanner nuclei-scan --target https://example.com --severity critical,high - Network accessline 41
/skill dast-scanner nuclei-scan --target https://example.com --severity critical,high - Network accessline 43
# Combined scan /skill dast-scanner full-scan --target https://example.com --tools zap,nuclei - Network accessline 44
/skill dast-scanner full-scan --target https://example.com --tools zap,nuclei - Network accessline 46
# API security scan /skill dast-scanner api-scan --spec ./openapi.yaml --target https://api.example.com - Network accessline 47
/skill dast-scanner api-scan --spec ./openapi.yaml --target https://api.example.com - Network accessline 54
const result = await ctx.task(dastScanTask, { operation: 'full-scan', target: 'https://staging.example.com', - Network accessline 55
operation: 'full-scan', target: 'https://staging.example.com', config: { - Network accessline 56
target: 'https://staging.example.com', - Access to secretsline 71
[Credential-related source omitted] - Network accessline 110
# Automated nightly DAST scan /skill dast-scanner ci-scan \ --target https://staging.example.com \ - Network accessline 111
/skill dast-scanner ci-scan --target https://staging.example.com - Network accessline 112
--target https://staging.example.com \ - Network accessline 128
# Full authenticated scan /skill dast-scanner full-scan \ --target https://app.example.com \ - Network accessline 129
[Credential-related source omitted] - Access to secretsline 129
[Credential-related source omitted] - Network accessline 130
--target https://app.example.com \ - Access to secretsline 132
[Credential-related source omitted] - Network accessline 146
# Comprehensive API scan /skill dast-scanner api-scan \ --spec https://api.example.com/openapi.json \ - Network accessline 147
/skill dast-scanner api-scan --spec https://api.example.com/openapi.json - Network accessline 148
--spec https://api.example.com/openapi.json \ - Access to secretsline 167
[Credential-related source omitted] - Network accessline 288
**GitHub:** https://github.com/ramkansal/pentestMCP - Network accessline 299
**GitHub:** https://github.com/0x4m4/hexstrike-ai - Network accessline 344
# Enable verbose logging DAST_DEBUG=true /skill dast-scanner full-scan \ --target https://example.com \ - Network accessline 345
DAST_DEBUG=true /skill dast-scanner full-scan --target https://example.com - Network accessline 346
--target https://example.com \ - Network accessline 367
- [OWASP ZAP Documentation](https://www.zaproxy.org/docs/) - Network accessline 368
- [Nuclei Documentation](https://nuclei.projectdiscovery.io/) - Network accessline 369
- [Nuclei Templates](https://github.com/projectdiscovery/nuclei-templates) - Network accessline 370
- [OWASP Testing Guide](https://owasp.org/www-project-web-security-testing-guide/)
library/specializations/security-compliance/skills/dast-scanner/SKILL.md
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# Quick baseline scan docker run -t ghcr.io/zaproxy/zaproxy:stable zap-baseline.py \ -t https://target.example.com \ - Network accessline 54
docker run -t ghcr.io/zaproxy/zaproxy:stable zap-baseline.py -t https://target.example.com - Network accessline 55
-t https://target.example.com \ - Network accessline 58
# Full active scan docker run -t ghcr.io/zaproxy/zaproxy:stable zap-full-scan.py \ -t https://target.example.com \ - Network accessline 59
docker run -t ghcr.io/zaproxy/zaproxy:stable zap-full-scan.py -t https://target.example.com - Network accessline 60
-t https://target.example.com \ - Network accessline 69
# Custom scan with ZAP CLI zap-cli quick-scan https://target.example.com - Network accessline 70
zap-cli quick-scan https://target.example.com - Network accessline 71
zap-cli active-scan https://target.example.com - Network accessline 101
# Basic scan nuclei -target https://target.example.com -json -output nuclei-results.json - Network accessline 102
nuclei -target https://target.example.com -json -output nuclei-results.json - Network accessline 104
# Scan with specific templates nuclei -target https://target.example.com \ - Network accessline 105
nuclei -target https://target.example.com \ - Network accessline 110
# Scan with severity filter nuclei -target https://target.example.com \ - Network accessline 111
nuclei -target https://target.example.com \ - Network accessline 120
# Scan with tags nuclei -target https://target.example.com \ - Network accessline 121
nuclei -target https://target.example.com \ - Network accessline 125
# Scan with rate limiting nuclei -target https://target.example.com \ - Network accessline 126
nuclei -target https://target.example.com \ - Network accessline 131
# Headless scanning for JS apps nuclei -target https://target.example.com \ - Network accessline 132
nuclei -target https://target.example.com \ - Access to secretsline 166
[Credential-related source omitted] - Network accessline 188
# Form-based authentication context docker run -v $(pwd):/zap/wrk:rw -t ghcr.io/zaproxy/zaproxy:stable zap-full-scan.py \ -t https://target.example.com \ - Network accessline 189
docker run -v $(pwd):/zap/wrk:rw -t ghcr.io/zaproxy/zaproxy:stable zap-full-scan.py -t https://target.example.com - Network accessline 190
-t https://target.example.com \ - Network accessline 214
<desc></desc> <inscope>true</inscope> <incregexes>https://target.example.com.*</incregexes> - Network accessline 215
<inscope>true</inscope> <incregexes>https://target.example.com.*</incregexes> <excregexes>.*logout.*</excregexes> - Network accessline 216
<incregexes>https://target.example.com.*</incregexes> - Network accessline 226
<loggedout>\Qlogin\E</loggedout> <form> <loginurl>https://target.example.com/login</loginurl> - Network accessline 227
[Credential-related source omitted] - Network accessline 228
<loginurl>https://target.example.com/login</loginurl> - Network accessline 245
# Cookie-based authentication nuclei -target https://target.example.com \ - Network accessline 246
nuclei -target https://target.example.com \ - Network accessline 250
# Bearer token authentication nuclei -target https://target.example.com \ - Network accessline 251
nuclei -target https://target.example.com \ - Network accessline 255
# Custom headers file nuclei -target https://target.example.com \ - Network accessline 256
nuclei -target https://target.example.com \ - Network accessline 266
# ZAP API scan with OpenAPI docker run -v $(pwd):/zap/wrk:rw -t ghcr.io/zaproxy/zaproxy:stable zap-api-scan.py \ -t https://api.example.com/openapi.json \ - Network accessline 267
docker run -v $(pwd):/zap/wrk:rw -t ghcr.io/zaproxy/zaproxy:stable zap-api-scan.py -t https://api.example.com/openapi.json - Network accessline 268
-t https://api.example.com/openapi.json \ - Network accessline 272
# Nuclei API scanning nuclei -target https://api.example.com \ - Network accessline 273
nuclei -target https://api.example.com \ - Network accessline 281
# ZAP GraphQL scan docker run -v $(pwd):/zap/wrk:rw -t ghcr.io/zaproxy/zaproxy:stable zap-api-scan.py \ -t https://api.example.com/graphql \ - Network accessline 282
docker run -v $(pwd):/zap/wrk:rw -t ghcr.io/zaproxy/zaproxy:stable zap-api-scan.py -t https://api.example.com/graphql - Network accessline 283
-t https://api.example.com/graphql \ - Network accessline 287
# Nuclei GraphQL templates nuclei -target https://api.example.com/graphql \ - Network accessline 288
nuclei -target https://api.example.com/graphql \ - Network accessline 312
}, "dast_finding": { "url": "https://api.example.com/users", - Network accessline 313
"dast_finding": { "url": "https://api.example.com/users", "parameter": "id", - Network accessline 314
"url": "https://api.example.com/users", - Network accessline 330
scope: includes: - "https://target.example.com/*" - Network accessline 331
includes: - "https://target.example.com/*" - "https://api.target.example.com/*" - Network accessline 332
- "https://target.example.com/*" - Network accessline 333
- "https://api.target.example.com/*" - Network accessline 347
authentication: type: bearer token_refresh_url: "https://auth.example.com/token" - Network accessline 348
type: bearer token_refresh_url: "https://auth.example.com/token" token_header: "Authorization" - Network accessline 349
token_refresh_url: "https://auth.example.com/token" - Network accessline 371
| Server | Description | Installation | |--------|-------------|--------------| | ZAP-MCP | AI-powered OWASP ZAP integration | [GitHub](https://github.com/ajtazer/ZAP-MCP) | - Network accessline 372
|--------|-------------|--------------| | ZAP-MCP | AI-powered OWASP ZAP integration | [GitHub](https://github.com/ajtazer/ZAP-MCP) | | pentestMCP | 20+ tools including ZAP, Nuclei | [GitHub](https://github.com/ramkansal/pentestMCP) | - Network accessline 373
| ZAP-MCP | AI-powered OWASP ZAP integration | [GitHub](https://github.com/ajtazer/ZAP-MCP) | - Network accessline 374
| pentestMCP | 20+ tools including ZAP, Nuclei | [GitHub](https://github.com/ramkansal/pentestMCP) | - Network accessline 375
| HexStrike AI | 150+ cybersecurity tools | [GitHub](https://github.com/0x4m4/hexstrike-ai) | - Network accessline 376
| SecOpsAgentKit dast-zap | ZAP integration | [GitHub](https://github.com/AgentSecOps/SecOpsAgentKit) | - Network accessline 377
| SecOpsAgentKit dast-nuclei | Nuclei integration | [GitHub](https://github.com/AgentSecOps/SecOpsAgentKit) | - Network accessline 430
"operation": "dast-scan", "status": "completed", "target": "https://target.example.com", - Network accessline 431
"status": "completed", "target": "https://target.example.com", "tools_used": ["zap", "nuclei"], - Network accessline 432
"target": "https://target.example.com", - Network accessline 463
"severity": "critical", "name": "SQL Injection", "url": "https://target.example.com/api/users", - Network accessline 464
"name": "SQL Injection", "url": "https://target.example.com/api/users", "parameter": "id", - Network accessline 465
"url": "https://target.example.com/api/users",
library/specializations/security-compliance/skills/dependency-scanner/README.md
- Network accessline 13
brew install trivy # or curl -sfL https://raw.githubusercontent.com/aquasecurity/trivy/main/contrib/install.sh | sh -s -- -b /usr/local/bin - Dangerous shell operationline 15
curl -sfL https://raw.githubusercontent.com/aquasecurity/trivy/main/contrib/install.sh | sh -s -- -b /usr/local/bin - Network accessline 15
curl -sfL https://raw.githubusercontent.com/aquasecurity/trivy/main/contrib/install.sh | sh -s -- -b /usr/local/bin - Network accessline 283
**GitHub:** https://github.com/aquasecurity/trivy-mcp - Network accessline 289
**Installation:** See [SecOpsAgentKit](https://github.com/AgentSecOps/SecOpsAgentKit) - Network accessline 290
See [SecOpsAgentKit](https://github.com/AgentSecOps/SecOpsAgentKit) - Network accessline 351
- [Trivy Documentation](https://aquasecurity.github.io/trivy/) - Network accessline 352
- [OWASP Dependency-Check](https://owasp.org/www-project-dependency-check/) - Network accessline 353
- [CycloneDX Specification](https://cyclonedx.org/specification/) - Network accessline 354
- [SPDX Specification](https://spdx.dev/specifications/) - Network accessline 355
- [FIRST EPSS](https://www.first.org/epss/) - Network accessline 356
- [NVD CVE Database](https://nvd.nist.gov/)
library/specializations/security-compliance/skills/dependency-scanner/SKILL.md
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def get_epss_score(cve_id): """Get EPSS score for a CVE""" url = f"https://api.first.org/data/v1/epss?cve={cve_id}" - Network accessline 316
"""Get EPSS score for a CVE""" url = f"https://api.first.org/data/v1/epss?cve={cve_id}" response = requests.get(url) - Network accessline 317
url = f"https://api.first.org/data/v1/epss?cve={cve_id}" response = requests.get(url) data = response.json() - Network accessline 318
response = requests.get(url) - Network accessline 342
| Server | Description | Installation | |--------|-------------|--------------| | SecOpsAgentKit sca-trivy | Trivy SCA integration | [GitHub](https://github.com/AgentSecOps/SecOpsAgentKit) | - Network accessline 343
|--------|-------------|--------------| | SecOpsAgentKit sca-trivy | Trivy SCA integration | [GitHub](https://github.com/AgentSecOps/SecOpsAgentKit) | | sast-mcp | Multi-tool SCA support | [GitHub](https://github.com/Sengtocxoen/sast-mcp) | - Network accessline 344
| SecOpsAgentKit sca-trivy | Trivy SCA integration | [GitHub](https://github.com/AgentSecOps/SecOpsAgentKit) | - Network accessline 345
| sast-mcp | Multi-tool SCA support | [GitHub](https://github.com/Sengtocxoen/sast-mcp) | - Network accessline 346
| Trivy MCP | Official Aqua Security MCP | [GitHub](https://github.com/aquasecurity/trivy-mcp) |
library/specializations/security-compliance/skills/gcp-security-scanner/SKILL.md
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library/specializations/security-compliance/skills/gdpr-compliance-automator/SKILL.md
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library/specializations/security-compliance/skills/git-forensics-scanner/SKILL.md
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library/specializations/security-compliance/skills/hipaa-compliance-automator/SKILL.md
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library/specializations/security-compliance/skills/homoglyph-detector/SKILL.md
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library/specializations/security-compliance/skills/iac-security-scanner/SKILL.md
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library/specializations/security-compliance/skills/key-management-orchestrator/SKILL.md
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library/specializations/security-compliance/skills/multi-cloud-security-posture/SKILL.md
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library/specializations/security-compliance/skills/owasp-security-scanner/README.md
- Network accessline 39
# Quick baseline scan /skill owasp-security-scanner baseline --target https://example.com - Network accessline 40
/skill owasp-security-scanner baseline --target https://example.com - Network accessline 42
# Full security scan /skill owasp-security-scanner full-scan --target https://example.com - Network accessline 43
/skill owasp-security-scanner full-scan --target https://example.com - Network accessline 56
const result = await ctx.task(owaspScanTask, { operation: 'full-scan', target: 'https://staging.example.com', - Network accessline 57
operation: 'full-scan', target: 'https://staging.example.com', config: { - Network accessline 58
target: 'https://staging.example.com', - Network accessline 60
authentication: { type: 'form', loginUrl: 'https://staging.example.com/login', - Network accessline 61
type: 'form', loginUrl: 'https://staging.example.com/login', credentials: { - Network accessline 62
loginUrl: 'https://staging.example.com/login', - Network accessline 110
# Scan staging environment in CI /skill owasp-security-scanner ci-scan \ --target https://staging.example.com \ - Network accessline 111
/skill owasp-security-scanner ci-scan --target https://staging.example.com - Network accessline 112
--target https://staging.example.com \ - Network accessline 127
# Scan authenticated application /skill owasp-security-scanner full-scan \ --target https://app.example.com \ - Network accessline 128
/skill owasp-security-scanner full-scan --target https://app.example.com - Network accessline 129
--target https://app.example.com \ - Network accessline 130
--auth-type form \ --login-url https://app.example.com/login \ --username testuser \ - Network accessline 131
--login-url https://app.example.com/login \ - Network accessline 146
# Comprehensive API scan /skill owasp-security-scanner api-scan \ --spec https://api.example.com/openapi.json \ - Network accessline 147
/skill owasp-security-scanner api-scan --spec https://api.example.com/openapi.json - Network accessline 148
--spec https://api.example.com/openapi.json \ - Access to secretsline 166
[Credential-related source omitted] - Access to secretsline 178
[Credential-related source omitted] - Network accessline 288
**GitHub:** https://github.com/ajtazer/ZAP-MCP - Network accessline 300
**GitHub:** https://github.com/ramkansal/pentestMCP - Network accessline 336
# Enable verbose ZAP logging /skill owasp-security-scanner baseline \ --target https://example.com \ - Network accessline 337
/skill owasp-security-scanner baseline --target https://example.com - Network accessline 338
--target https://example.com \ - Network accessline 362
- [OWASP ZAP Documentation](https://www.zaproxy.org/docs/) - Network accessline 363
- [OWASP Top 10 2021](https://owasp.org/Top10/) - Network accessline 364
- [OWASP Testing Guide](https://owasp.org/www-project-web-security-testing-guide/) - Network accessline 365
- [ZAP Docker Images](https://www.zaproxy.org/docs/docker/) - Network accessline 366
- [ZAP GitHub Actions](https://github.com/zaproxy/action-baseline)
library/specializations/security-compliance/skills/owasp-security-scanner/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch - Network accessline 49
# Docker-based baseline scan docker run -t ghcr.io/zaproxy/zaproxy:stable zap-baseline.py \ -t https://target.example.com \ - Network accessline 50
docker run -t ghcr.io/zaproxy/zaproxy:stable zap-baseline.py -t https://target.example.com - Network accessline 51
-t https://target.example.com \ - Network accessline 54
# With configuration file docker run -v $(pwd):/zap/wrk:rw -t ghcr.io/zaproxy/zaproxy:stable zap-baseline.py \ -t https://target.example.com \ - Network accessline 55
docker run -v $(pwd):/zap/wrk:rw -t ghcr.io/zaproxy/zaproxy:stable zap-baseline.py -t https://target.example.com - Network accessline 56
-t https://target.example.com \ - Network accessline 60
# Include AJAX spider for JavaScript-heavy apps docker run -t ghcr.io/zaproxy/zaproxy:stable zap-baseline.py \ -t https://target.example.com \ - Network accessline 61
docker run -t ghcr.io/zaproxy/zaproxy:stable zap-baseline.py -t https://target.example.com - Network accessline 62
-t https://target.example.com \ - Network accessline 72
# Full scan (includes active scanning) docker run -t ghcr.io/zaproxy/zaproxy:stable zap-full-scan.py \ -t https://target.example.com \ - Network accessline 73
docker run -t ghcr.io/zaproxy/zaproxy:stable zap-full-scan.py -t https://target.example.com - Network accessline 74
-t https://target.example.com \ - Network accessline 77
# Full scan with longer timeout docker run -t ghcr.io/zaproxy/zaproxy:stable zap-full-scan.py \ -t https://target.example.com \ - Network accessline 78
docker run -t ghcr.io/zaproxy/zaproxy:stable zap-full-scan.py -t https://target.example.com - Network accessline 79
-t https://target.example.com \ - Network accessline 83
# Scan with custom policy docker run -v $(pwd):/zap/wrk:rw -t ghcr.io/zaproxy/zaproxy:stable zap-full-scan.py \ -t https://target.example.com \ - Network accessline 84
docker run -v $(pwd):/zap/wrk:rw -t ghcr.io/zaproxy/zaproxy:stable zap-full-scan.py -t https://target.example.com - Network accessline 85
-t https://target.example.com \ - Network accessline 101
# Scan with GraphQL schema docker run -v $(pwd):/zap/wrk:rw -t ghcr.io/zaproxy/zaproxy:stable zap-api-scan.py \ -t https://api.example.com/graphql \ - Network accessline 102
docker run -v $(pwd):/zap/wrk:rw -t ghcr.io/zaproxy/zaproxy:stable zap-api-scan.py -t https://api.example.com/graphql - Network accessline 103
-t https://api.example.com/graphql \ - Network accessline 107
# API scan with auth header docker run -t ghcr.io/zaproxy/zaproxy:stable zap-api-scan.py \ -t https://api.example.com/openapi.json \ - Network accessline 108
docker run -t ghcr.io/zaproxy/zaproxy:stable zap-api-scan.py -t https://api.example.com/openapi.json - Network accessline 109
-t https://api.example.com/openapi.json \ - Network accessline 122
# Form-based authentication docker run -t ghcr.io/zaproxy/zaproxy:stable zap-full-scan.py \ -t https://target.example.com \ - Network accessline 123
docker run -t ghcr.io/zaproxy/zaproxy:stable zap-full-scan.py -t https://target.example.com - Network accessline 124
-t https://target.example.com \ - Network accessline 126
-config authentication.loginUrl=https://target.example.com/login \ - Network accessline 132
# Create context file first docker run -v $(pwd):/zap/wrk:rw -t ghcr.io/zaproxy/zaproxy:stable zap-full-scan.py \ -t https://target.example.com \ - Network accessline 133
docker run -v $(pwd):/zap/wrk:rw -t ghcr.io/zaproxy/zaproxy:stable zap-full-scan.py -t https://target.example.com - Network accessline 134
-t https://target.example.com \ - Network accessline 146
zap-cli active-scan --scanpolicyname "access-control" --recurse https://target.example.com - Network accessline 147
--scanpolicyname "access-control" \ --recurse \ https://target.example.com - Network accessline 149
https://target.example.com - Network accessline 151
[Credential-related source omitted] - Network accessline 152
[Credential-related source omitted] - Network accessline 153
[Credential-related source omitted] - Network accessline 154
[Credential-related source omitted] - Network accessline 155
[Credential-related source omitted] - Network accessline 156
"https://api.example.com/users/456" # Test IDOR - Network accessline 162
# SSL/TLS analysis with testssl.sh docker run -it drwetter/testssl.sh https://target.example.com - Network accessline 163
docker run -it drwetter/testssl.sh https://target.example.com - Network accessline 185
# SQLMap for advanced SQL injection sqlmap -u "https://target.example.com/search?q=test" --batch --forms - Network accessline 186
sqlmap -u "https://target.example.com/search?q=test" --batch --forms - Network accessline 206
# Additional header checks curl -I https://target.example.com | grep -i "x-frame-options\|content-security-policy\|x-content-type-options" - Network accessline 207
curl -I https://target.example.com | grep -i "x-frame-options\|content-security-policy\|x-content-type-options" - Network accessline 245
# ZAP SSRF detection through active scanning # Manual testing curl "https://target.example.com/fetch?url=http://169.254.169.254/latest/meta-data/" - Network accessline 247
curl "https://target.example.com/fetch?url=http://169.254.169.254/latest/meta-data/" - Network accessline 257
"@generated": "2026-01-24T10:00:00Z", "site": [{ "@name": "https://target.example.com", - Network accessline 258
"site": [{ "@name": "https://target.example.com", "alerts": [{ - Network accessline 259
"@name": "https://target.example.com", - Network accessline 270
"description": "The Anti-MIME-Sniffing header...", "solution": "Ensure that the application sets the Content-Type header appropriately...", "reference": "https://owasp.org/...", - Network accessline 271
"solution": "Ensure that the application sets the Content-Type header appropriately...", "reference": "https://owasp.org/...", "instances": [{ - Network accessline 272
"reference": "https://owasp.org/...", - Network accessline 273
"instances": [{ "uri": "https://target.example.com/", "method": "GET", - Network accessline 274
"uri": "https://target.example.com/", - Network accessline 286
# Generate HTML report docker run -v $(pwd):/zap/wrk:rw -t ghcr.io/zaproxy/zaproxy:stable zap-baseline.py \ -t https://target.example.com \ - Network accessline 287
docker run -v $(pwd):/zap/wrk:rw -t ghcr.io/zaproxy/zaproxy:stable zap-baseline.py -t https://target.example.com - Network accessline 288
-t https://target.example.com \ - Network accessline 296
| Server | Description | Installation | |--------|-------------|--------------| | ZAP-MCP | AI-powered OWASP ZAP integration | [GitHub](https://github.com/ajtazer/ZAP-MCP) | - Network accessline 297
|--------|-------------|--------------| | ZAP-MCP | AI-powered OWASP ZAP integration | [GitHub](https://github.com/ajtazer/ZAP-MCP) | | mcp-zap-server | Spring Boot ZAP MCP server | [GitHub](https://github.com/dtkmn/mcp-zap-server) | - Network accessline 298
| ZAP-MCP | AI-powered OWASP ZAP integration | [GitHub](https://github.com/ajtazer/ZAP-MCP) | - Network accessline 299
| mcp-zap-server | Spring Boot ZAP MCP server | [GitHub](https://github.com/dtkmn/mcp-zap-server) | - Network accessline 300
| pentestMCP | 20+ tools including ZAP | [GitHub](https://github.com/ramkansal/pentestMCP) | - Network accessline 344
uses: zaproxy/action-baseline@v0.10.0 with: target: 'https://staging.example.com' - Network accessline 345
with: target: 'https://staging.example.com' rules_file_name: '.zap-rules.tsv' - Network accessline 346
target: 'https://staging.example.com' - Network accessline 371
"scan_type": "full", "status": "completed", "target": "https://target.example.com", - Network accessline 372
"status": "completed", "target": "https://target.example.com", "scan_duration_seconds": 1845, - Network accessline 373
"target": "https://target.example.com", - Network accessline 396
"owasp": "A03:2021", "cwe": "CWE-89", "url": "https://target.example.com/search", - Network accessline 397
"cwe": "CWE-89", "url": "https://target.example.com/search", "parameter": "query", - Network accessline 398
"url": "https://target.example.com/search",
library/specializations/security-compliance/skills/pci-dss-compliance-automator/SKILL.md
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library/specializations/security-compliance/skills/phishing-simulation-skill/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/security-compliance/skills/sast-analyzer/README.md
- Access to secretsline 155
[Credential-related source omitted] - Access to secretsline 158
[Credential-related source omitted] - Network accessline 287
**GitHub:** https://github.com/Sengtocxoen/sast-mcp - Network accessline 298
**GitHub:** https://github.com/semgrep/mcp - Access to secretsline 325
[Credential-related source omitted] - Access to secretsline 328
[Credential-related source omitted] - Network accessline 360
- [Semgrep Documentation](https://semgrep.dev/docs/) - Network accessline 361
- [Bandit Documentation](https://bandit.readthedocs.io/) - Network accessline 362
- [ESLint Security Plugin](https://github.com/eslint-community/eslint-plugin-security) - Network accessline 363
- [CodeQL Documentation](https://codeql.github.com/docs/) - Network accessline 364
- [OWASP SAST Tools](https://owasp.org/www-community/Source_Code_Analysis_Tools) - Network accessline 365
- [SARIF Specification](https://sarifweb.azurewebsites.net/)
library/specializations/security-compliance/skills/sast-analyzer/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch - Network accessline 220
"remediation": "Use subprocess.run with shell=False and explicit arguments", "references": [ "https://cwe.mitre.org/data/definitions/78.html" - Network accessline 221
"references": [ "https://cwe.mitre.org/data/definitions/78.html" ], - Network accessline 222
"https://cwe.mitre.org/data/definitions/78.html" - Network accessline 271
| Server | Description | Installation | |--------|-------------|--------------| | sast-mcp | 23+ security tools integration | [GitHub](https://github.com/Sengtocxoen/sast-mcp) | - Network accessline 272
|--------|-------------|--------------| | sast-mcp | 23+ security tools integration | [GitHub](https://github.com/Sengtocxoen/sast-mcp) | | Semgrep MCP | Official Semgrep integration | [GitHub](https://github.com/semgrep/mcp) | - Network accessline 273
| sast-mcp | 23+ security tools integration | [GitHub](https://github.com/Sengtocxoen/sast-mcp) | - Network accessline 274
| Semgrep MCP | Official Semgrep integration | [GitHub](https://github.com/semgrep/mcp) | - Network accessline 275
| SecOpsAgentKit | Multi-tool SAST orchestration | [GitHub](https://github.com/AgentSecOps/SecOpsAgentKit) |
library/specializations/security-compliance/skills/secret-detection-scanner/README.md
- Access to secretsline 190
[Credential-related source omitted] - Network accessline 297
**GitHub:** https://github.com/Sengtocxoen/sast-mcp - Network accessline 308
**GitHub:** https://github.com/AgentSecOps/SecOpsAgentKit - Network accessline 380
- [Gitleaks Documentation](https://gitleaks.io/) - Network accessline 381
- [TruffleHog Documentation](https://trufflesecurity.com/trufflehog) - Network accessline 382
- [detect-secrets](https://github.com/Yelp/detect-secrets) - Network accessline 383
- [Pre-commit Framework](https://pre-commit.com/) - Network accessline 384
- [BFG Repo Cleaner](https://rtyley.github.io/bfg-repo-cleaner/)
library/specializations/security-compliance/skills/secret-detection-scanner/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch - Access to secretsline 93
[Credential-related source omitted] - Access to secretsline 95
[Credential-related source omitted] - Network accessline 113
# Scan remote git repository trufflehog git https://github.com/org/repo.git --json - Network accessline 114
trufflehog git https://github.com/org/repo.git --json - Network accessline 202
# .pre-commit-config.yaml repos: - repo: https://github.com/gitleaks/gitleaks - Network accessline 203
repos: - repo: https://github.com/gitleaks/gitleaks rev: v8.18.0 - Network accessline 204
- repo: https://github.com/gitleaks/gitleaks - Network accessline 209
- repo: https://github.com/Yelp/detect-secrets - Network accessline 215
- repo: https://github.com/trufflesecurity/trufflehog - Network accessline 355
| Server | Description | Installation | |--------|-------------|--------------| | sast-mcp | TruffleHog, Gitleaks integration | [GitHub](https://github.com/Sengtocxoen/sast-mcp) | - Network accessline 356
|--------|-------------|--------------| | sast-mcp | TruffleHog, Gitleaks integration | [GitHub](https://github.com/Sengtocxoen/sast-mcp) | | SecOpsAgentKit secrets-gitleaks | Gitleaks credential detection | [GitHub](https://github.com/Agen - Network accessline 357
| sast-mcp | TruffleHog, Gitleaks integration | [GitHub](https://github.com/Sengtocxoen/sast-mcp) | - Network accessline 358
| SecOpsAgentKit secrets-gitleaks | Gitleaks credential detection | [GitHub](https://github.com/AgentSecOps/SecOpsAgentKit) | - Network accessline 359
| Offensive-MCP-AI | DevSecOps secret detection | [GitHub](https://github.com/cybersecurityup/offensive-mcp-ai) | - Access to secretsline 416
[Credential-related source omitted]
library/specializations/security-compliance/skills/secure-coding-training-skill/SKILL.md
- Broad permissionsline 1
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library/specializations/security-compliance/skills/semantic-code-analyzer/SKILL.md
- Broad permissionsline 1
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library/specializations/security-compliance/skills/soc2-compliance-automator/SKILL.md
- Broad permissionsline 1
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library/specializations/security-compliance/skills/vendor-risk-monitor/SKILL.md
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library/specializations/security-compliance/skills/vendor-security-questionnaire/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/security-research/skills/aiml-security/README.md
- Network accessline 116
# Attempt to steal model via queries /skill aiml-security model-extraction \ --target-api https://api.example.com/predict \ - Network accessline 117
/skill aiml-security model-extraction --target-api https://api.example.com/predict - Network accessline 118
--target-api https://api.example.com/predict \ - Network accessline 273
- [Adversarial Robustness Toolbox](https://github.com/Trusted-AI/adversarial-robustness-toolbox) - Network accessline 274
- [Foolbox Documentation](https://foolbox.readthedocs.io/) - Network accessline 275
- [CleverHans Library](https://github.com/cleverhans-lab/cleverhans) - Network accessline 276
- [Adversarial Examples Survey](https://arxiv.org/abs/1712.07107) - Network accessline 277
- [NIST AI Risk Management Framework](https://www.nist.gov/itl/ai-risk-management-framework)
library/specializations/security-research/skills/aiml-security/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch - Network accessline 404
| Tool | Description | URL | |------|-------------|-----| | Adversarial-Spec | Multi-model security threat modeling | https://github.com/zscole/adversarial-spec | - Network accessline 405
|------|-------------|-----| | Adversarial-Spec | Multi-model security threat modeling | https://github.com/zscole/adversarial-spec | | ART Framework | IBM Adversarial Robustness Toolbox | https://github.com/Trusted-AI/adversarial-robustnes - Network accessline 406
| Adversarial-Spec | Multi-model security threat modeling | https://github.com/zscole/adversarial-spec | - Network accessline 407
| ART Framework | IBM Adversarial Robustness Toolbox | https://github.com/Trusted-AI/adversarial-robustness-toolbox | - Network accessline 408
| Foolbox | Python toolbox for adversarial attacks | https://github.com/bethgelab/foolbox |
library/specializations/security-research/skills/binary-exploitation/SKILL.md
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library/specializations/security-research/skills/burp-websec/SKILL.md
- Broad permissionsline 1
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library/specializations/security-research/skills/cloud-security-testing/README.md
- Network accessline 225
**GitHub:** https://github.com/alexei-led/aws-mcp-server - Network accessline 236
**GitHub:** https://github.com/RafalWilinski/aws-mcp - Network accessline 284
- [Prowler Documentation](https://docs.prowler.com/) - Network accessline 285
- [ScoutSuite Wiki](https://github.com/nccgroup/ScoutSuite/wiki) - Network accessline 286
- [AWS Security Best Practices](https://docs.aws.amazon.com/security/) - Network accessline 287
- [Azure Security Benchmarks](https://docs.microsoft.com/security/benchmark/azure/) - Network accessline 288
- [GCP Security Foundations](https://cloud.google.com/architecture/security-foundations)
library/specializations/security-research/skills/cloud-security-testing/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch - Network accessline 235
| Server | Description | URL | |--------|-------------|-----| | AWS MCP Server | AWS CLI operations via MCP | https://github.com/alexei-led/aws-mcp-server | - Network accessline 236
|--------|-------------|-----| | AWS MCP Server | AWS CLI operations via MCP | https://github.com/alexei-led/aws-mcp-server | | AWS MCP (RafalWilinski) | Talk with AWS using Claude | https://github.com/RafalWilinski/aws-mcp | - Network accessline 237
| AWS MCP Server | AWS CLI operations via MCP | https://github.com/alexei-led/aws-mcp-server | - Network accessline 238
| AWS MCP (RafalWilinski) | Talk with AWS using Claude | https://github.com/RafalWilinski/aws-mcp | - Network accessline 239
| Azure MCP-Kubernetes | Azure Kubernetes security | https://github.com/Azure/mcp-kubernetes | - Network accessline 240
| AKS-MCP | Azure Kubernetes Service | https://github.com/Azure/aks-mcp | - Network accessline 241
| AWS Labs MCP | Official AWS MCP collection | https://awslabs.github.io/mcp/ |
library/specializations/security-research/skills/cve-cwe-db/SKILL.md
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library/specializations/security-research/skills/debugger-integration/SKILL.md
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library/specializations/security-research/skills/fuzzing-ops/SKILL.md
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library/specializations/security-research/skills/ghidra-ida-re/SKILL.md
- Broad permissionsline 1
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library/specializations/security-research/skills/hardware-security/README.md
- Dangerous shell operationline 23
sudo apt install openocd - Dangerous shell operationline 26
sudo apt install flashrom - Dangerous shell operationline 32
sudo apt install sigrok sigrok-cli pulseview - Network accessline 272
- [OpenOCD Documentation](http://openocd.org/documentation/) - Network accessline 273
- [Flashrom Supported Hardware](https://www.flashrom.org/Supported_hardware) - Network accessline 274
- [ChipWhisperer Documentation](https://chipwhisperer.readthedocs.io/) - Network accessline 275
- [Sigrok Protocol Decoders](https://sigrok.org/wiki/Protocol_decoders) - Network accessline 276
- [Hardware Hacking Handbook](https://nostarch.com/hardwarehacking)
library/specializations/security-research/skills/hardware-security/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch - Network accessline 308
| Tool | Description | URL | |------|-------------|-----| | DeepBits Claude Plugins | Binary analysis for firmware | https://github.com/DeepBitsTechnology/claude-plugins | - Network accessline 309
|------|-------------|-----| | DeepBits Claude Plugins | Binary analysis for firmware | https://github.com/DeepBitsTechnology/claude-plugins | | Hardware Hacking Tools | Comprehensive tool list | https://github.com/yogsec/Hardware-Hacking-T - Network accessline 310
| DeepBits Claude Plugins | Binary analysis for firmware | https://github.com/DeepBitsTechnology/claude-plugins | - Network accessline 311
| Hardware Hacking Tools | Comprehensive tool list | https://github.com/yogsec/Hardware-Hacking-Tools | - Network accessline 312
| Awesome Hardware Hacking | Resource collection | https://github.com/CyberSecurityUP/Awesome-Hardware-and-IoT-Hacking |
library/specializations/security-research/skills/incident-forensics/README.md
- Dangerous shell operationline 25
sudo apt install sleuthkit - Network accessline 316
- [Volatility 3 Documentation](https://volatility3.readthedocs.io/) - Network accessline 317
- [Sleuth Kit Documentation](https://wiki.sleuthkit.org/) - Network accessline 318
- [Plaso Documentation](https://plaso.readthedocs.io/) - Network accessline 319
- [SANS DFIR Resources](https://www.sans.org/digital-forensics-incident-response/) - Network accessline 320
- [Windows Forensic Analysis](https://www.13cubed.com/downloads/dfir_cheat_sheet.pdf)
library/specializations/security-research/skills/incident-forensics/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch - Access to secretsline 27
[Credential-related source omitted] - Network accessline 395
| Tool | Description | URL | |------|-------------|-----| | Volatility MCP Server | Memory forensics integration | https://github.com/bornpresident/Volatility-MCP-Server | - Network accessline 396
|------|-------------|-----| | Volatility MCP Server | Memory forensics integration | https://github.com/bornpresident/Volatility-MCP-Server | | Computer Forensics Skill | General forensics capabilities | Claude Skills Marketplace | - Network accessline 397
| Volatility MCP Server | Memory forensics integration | https://github.com/bornpresident/Volatility-MCP-Server | - Network accessline 399
| DeepBits Plugins | Binary analysis for forensics | https://github.com/DeepBitsTechnology/claude-plugins |
library/specializations/security-research/skills/mitre-attack/SKILL.md
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library/specializations/security-research/skills/mobile-security/SKILL.md
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library/specializations/security-research/skills/offensive-security/SKILL.md
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library/specializations/security-research/skills/protocol-analysis/SKILL.md
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library/specializations/security-research/skills/pwntools-exploit/SKILL.md
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library/specializations/security-research/skills/security-sandbox/README.md
- Dangerous shell operationline 23
sudo apt install virtualbox virtualbox-ext-pack - Dangerous shell operationline 31
sudo apt install docker.io - Dangerous shell operationline 32
sudo usermod -aG docker $USER - Dangerous shell operationline 35
sudo apt install inetsim - Network accessline 318
- [Cuckoo Sandbox Documentation](https://cuckoo.readthedocs.io/) - Network accessline 319
- [REMnux Documentation](https://docs.remnux.org/) - Network accessline 320
- [FlareVM Installation](https://github.com/mandiant/flare-vm) - Network accessline 321
- [VirtualBox Manual](https://www.virtualbox.org/manual/) - Network accessline 322
- [Docker Security](https://docs.docker.com/engine/security/)
library/specializations/security-research/skills/security-sandbox/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch - Dangerous shell operationline 204
sudo inetsim --config /etc/inetsim/inetsim.conf - Dangerous shell operationline 213
sudo iptables -I FORWARD -i vboxnet0 -o eth0 -j DROP - Dangerous shell operationline 214
sudo iptables -I FORWARD -i eth0 -o vboxnet0 -j DROP - Network accessline 236
# Install REMnux on Ubuntu wget https://REMnux.org/remnux-cli - Network accessline 237
wget https://REMnux.org/remnux-cli - Dangerous shell operationline 239
sudo mv remnux-cli /usr/local/bin/remnux - Dangerous shell operationline 240
sudo remnux install - Network accessline 267
# Download and run installer iex ((New-Object System.Net.WebClient).DownloadString('https://raw.githubusercontent.com/mandiant/flare-vm/main/install.ps1')) - Network accessline 268
iex ((New-Object System.Net.WebClient).DownloadString('https://raw.githubusercontent.com/mandiant/flare-vm/main/install.ps1')) - Network accessline 416
| Tool | Description | URL | |------|-------------|-----| | Kubernetes MCP Server | Container orchestration | https://github.com/containers/kubernetes-mcp-server | - Network accessline 417
|------|-------------|-----| | Kubernetes MCP Server | Container orchestration | https://github.com/containers/kubernetes-mcp-server | | AWS MCP Server | Cloud sandbox deployment | https://github.com/alexei-led/aws-mcp-server | - Network accessline 418
| Kubernetes MCP Server | Container orchestration | https://github.com/containers/kubernetes-mcp-server | - Network accessline 419
| AWS MCP Server | Cloud sandbox deployment | https://github.com/alexei-led/aws-mcp-server |
library/specializations/security-research/skills/smart-contract-analysis/SKILL.md
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library/specializations/security-research/skills/static-analysis-tools/SKILL.md
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library/specializations/security-research/skills/stix-taxii/SKILL.md
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library/specializations/security-research/skills/yara-rules/SKILL.md
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library/specializations/shared/skills/kip-librarian/README.md
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[Credential-related source omitted]
library/specializations/shared/skills/kip-librarian/SKILL.md
library/specializations/software-architecture/skills/adr-generator/README.md
- Network accessline 348
- [ADR GitHub Organization](https://adr.github.io/) - Network accessline 349
- [MADR Template](https://adr.github.io/madr/) - Network accessline 350
- [Nygard Article](https://cognitect.com/blog/2011/11/15/documenting-architecture-decisions) - Network accessline 351
- [adr-tools](https://github.com/npryce/adr-tools) - Network accessline 352
- [log4brains](https://github.com/thomvaill/log4brains)
library/specializations/software-architecture/skills/adr-generator/SKILL.md
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* [PostgreSQL Documentation](https://www.postgresql.org/docs/) - Network accessline 247
| Server | Description | Installation | |--------|-------------|--------------| | ADR Analysis MCP | AI-powered ADR analysis | [mcpmarket.com](https://mcpmarket.com/tools/skills/adr-creator-3) | - Network accessline 248
|--------|-------------|--------------| | ADR Analysis MCP | AI-powered ADR analysis | [mcpmarket.com](https://mcpmarket.com/tools/skills/adr-creator-3) | | ADR Creator Skill | MADR template with AI extensions | [mcpmarket.com](https://mcpm - Network accessline 249
| ADR Analysis MCP | AI-powered ADR analysis | [mcpmarket.com](https://mcpmarket.com/tools/skills/adr-creator-3) | - Network accessline 250
| ADR Creator Skill | MADR template with AI extensions | [mcpmarket.com](https://mcpmarket.com/tools/skills/adr-creator-3) |
library/specializations/software-architecture/skills/api-mock-server/SKILL.md
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library/specializations/software-architecture/skills/c4-diagram-generator/README.md
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| `STRUCTURIZR_CLI_PATH` | Path to Structurizr CLI | `structurizr-cli` | | `PLANTUML_JAR` | Path to PlantUML JAR | `plantuml.jar` | | `KROKI_URL` | Kroki service URL | `https://kroki.io` | - Network accessline 111
| `KROKI_URL` | Kroki service URL | `https://kroki.io` | - Network accessline 183
**GitHub:** https://github.com/antoinebou12/uml-mcp - Network accessline 194
**Source:** https://mcpservers.org/servers/narasimhaponnada/mermaid-mcp.git - Network accessline 203
**Documentation:** https://structurizr.com/ - Network accessline 253
- [C4 Model](https://c4model.com/) - Network accessline 254
- [Structurizr](https://structurizr.com/) - Network accessline 255
- [C4-PlantUML](https://github.com/plantuml-stdlib/C4-PlantUML) - Network accessline 256
- [Mermaid C4 Diagrams](https://mermaid.js.org/syntax/c4.html)
library/specializations/software-architecture/skills/c4-diagram-generator/SKILL.md
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@startuml C4_Context !include https://raw.githubusercontent.com/plantuml-stdlib/C4-PlantUML/master/C4_Context.puml - Network accessline 101
!include https://raw.githubusercontent.com/plantuml-stdlib/C4-PlantUML/master/C4_Context.puml - Network accessline 221
# Using Kroki (cloud service) curl -X POST https://kroki.io/plantuml/svg --data-binary @diagram.puml -o diagram.svg - Network accessline 222
curl -X POST https://kroki.io/plantuml/svg --data-binary @diagram.puml -o diagram.svg - Network accessline 229
| Server | Description | Installation | |--------|-------------|--------------| | UML-MCP Server | PlantUML, Mermaid, D2 diagram generation | [GitHub](https://github.com/antoinebou12/uml-mcp) | - Network accessline 230
|--------|-------------|--------------| | UML-MCP Server | PlantUML, Mermaid, D2 diagram generation | [GitHub](https://github.com/antoinebou12/uml-mcp) | | Mermaid MCP Server | 50+ pre-built templates, 22+ diagram types | [mcpservers.org](h - Network accessline 231
| UML-MCP Server | PlantUML, Mermaid, D2 diagram generation | [GitHub](https://github.com/antoinebou12/uml-mcp) | - Network accessline 232
| Mermaid MCP Server | 50+ pre-built templates, 22+ diagram types | [mcpservers.org](https://mcpservers.org/servers/narasimhaponnada/mermaid-mcp.git) | - Network accessline 233
| Claude Mermaid | Preview diagrams in Claude | [GitHub](https://github.com/veelenga/claude-mermaid) | - Network accessline 234
| MCP Kroki Server | Multi-format rendering via Kroki.io | [Glama](https://glama.ai/mcp/servers/@tkoba1974/mcp-kroki) |
library/specializations/software-architecture/skills/chaos-runner/SKILL.md
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library/specializations/software-architecture/skills/cloud-cost-estimator/SKILL.md
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library/specializations/software-architecture/skills/cloudformation-analyzer/SKILL.md
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library/specializations/software-architecture/skills/code-complexity-analyzer/SKILL.md
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library/specializations/software-architecture/skills/compliance-checker/SKILL.md
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library/specializations/software-architecture/skills/dashboard-generator/SKILL.md
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library/specializations/software-architecture/skills/db-query-analyzer/SKILL.md
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library/specializations/software-architecture/skills/dependency-graph-generator/SKILL.md
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library/specializations/software-architecture/skills/docs-site-generator/SKILL.md
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library/specializations/software-architecture/skills/graphql-schema-generator/SKILL.md
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library/specializations/software-architecture/skills/graphviz-renderer/SKILL.md
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library/specializations/software-architecture/skills/k8s-validator/SKILL.md
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library/specializations/software-architecture/skills/load-test-generator/SKILL.md
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library/specializations/software-architecture/skills/log-schema-generator/SKILL.md
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library/specializations/software-architecture/skills/markdown-processor/README.md
- Network accessline 249
https://example.com is automatically linked. - Network accessline 320
- [CommonMark Spec](https://commonmark.org/) - Network accessline 321
- [GitHub Flavored Markdown](https://github.github.com/gfm/) - Network accessline 322
- [remark](https://remark.js.org/) - Network accessline 323
- [MDX](https://mdxjs.com/) - Network accessline 324
- [Pandoc](https://pandoc.org/) - Network accessline 325
- [markdownlint](https://github.com/DavidAnson/markdownlint)
library/specializations/software-architecture/skills/markdown-processor/SKILL.md
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skipped: 2, details: [ { file: 'resources.md', link: 'https://example.com', status: 'valid' }, - Network accessline 174
details: [ { file: 'resources.md', link: 'https://example.com', status: 'valid' }, { file: 'references.md', link: 'https://dead-link.com', status: 'broken', error: '404' } - Network accessline 175
{ file: 'resources.md', link: 'https://example.com', status: 'valid' }, - Network accessline 176
{ file: 'references.md', link: 'https://dead-link.com', status: 'broken', error: '404' }
library/specializations/software-architecture/skills/mermaid-renderer/SKILL.md
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library/specializations/software-architecture/skills/metrics-schema-generator/SKILL.md
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library/specializations/software-architecture/skills/openapi-generator/README.md
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**GitHub:** https://github.com/hannesj/mcp-openapi-schema - Network accessline 237
**Documentation:** https://apidog.com/ - Network accessline 302
- [OpenAPI Specification](https://spec.openapis.org/oas/v3.1.0) - Network accessline 303
- [Spectral](https://stoplight.io/open-source/spectral) - Network accessline 304
- [Redocly CLI](https://redocly.com/docs/cli/) - Network accessline 305
- [OpenAPI Generator](https://openapi-generator.tech/) - Network accessline 306
- [Prism](https://stoplight.io/open-source/prism)
library/specializations/software-architecture/skills/openapi-generator/SKILL.md
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license: name: MIT url: https://opensource.org/licenses/MIT - Network accessline 57
url: https://opensource.org/licenses/MIT - Network accessline 59
servers: - url: https://api.example.com/v1 - Network accessline 60
- url: https://api.example.com/v1 - Network accessline 61
description: Production server - url: https://staging-api.example.com/v1 description: Staging server - Network accessline 62
- url: https://staging-api.example.com/v1 - Network accessline 281
| Server | Description | Installation | |--------|-------------|--------------| | mcp-openapi-schema | OpenAPI schema exploration for LLMs | [GitHub](https://github.com/hannesj/mcp-openapi-schema) | - Network accessline 282
|--------|-------------|--------------| | mcp-openapi-schema | OpenAPI schema exploration for LLMs | [GitHub](https://github.com/hannesj/mcp-openapi-schema) | | Apidog MCP Server | API documentation and code generation | [apidog.com](https: - Network accessline 283
| mcp-openapi-schema | OpenAPI schema exploration for LLMs | [GitHub](https://github.com/hannesj/mcp-openapi-schema) | - Network accessline 284
| Apidog MCP Server | API documentation and code generation | [apidog.com](https://apidog.com/blog/top-10-mcp-servers-for-claude-code/) | - Network accessline 335
flows: authorizationCode: authorizationUrl: https://auth.example.com/authorize - Network accessline 336
authorizationCode: authorizationUrl: https://auth.example.com/authorize tokenUrl: https://auth.example.com/token - Network accessline 337
authorizationUrl: https://auth.example.com/authorize - Network accessline 338
tokenUrl: https://auth.example.com/token - Network accessline 373
"artifacts": ["openapi.yaml", "openapi.json"], "mockServer": { "url": "http://localhost:4010", - Network accessline 374
"mockServer": { "url": "http://localhost:4010", "tool": "prism" - Network accessline 375
"url": "http://localhost:4010",
library/specializations/software-architecture/skills/openapi-validator/SKILL.md
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library/specializations/software-architecture/skills/performance-profiler/SKILL.md
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library/specializations/software-architecture/skills/plantuml-renderer/SKILL.md
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library/specializations/software-architecture/skills/security-scanner/SKILL.md
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library/specializations/software-architecture/skills/static-analysis-runner/SKILL.md
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library/specializations/software-architecture/skills/swagger-ui-deployer/SKILL.md
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library/specializations/software-architecture/skills/tech-writing-linter/SKILL.md
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library/specializations/software-architecture/skills/technical-leadership/SKILL.md
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library/specializations/software-architecture/skills/terraform-analyzer/README.md
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[Credential-related source omitted] - Network accessline 321
- [tfsec](https://github.com/aquasecurity/tfsec) - Network accessline 322
- [Checkov](https://www.checkov.io/) - Network accessline 323
- [Terrascan](https://runterrascan.io/) - Network accessline 324
- [Infracost](https://www.infracost.io/) - Network accessline 325
- [Terraform Registry](https://registry.terraform.io/)
library/specializations/software-architecture/skills/terraform-analyzer/SKILL.md
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"check_name": "Ensure every security groups rule has a description", "resource": "aws_security_group.web", "guideline": "https://docs.bridgecrew.io/docs/..." - Network accessline 129
"resource": "aws_security_group.web", "guideline": "https://docs.bridgecrew.io/docs/..." }, - Network accessline 130
"guideline": "https://docs.bridgecrew.io/docs/..." - Network accessline 329
| Server | Description | Installation | |--------|-------------|--------------| | Terraform MCP Server (HashiCorp) | Official Terraform Registry integration | [GitHub](https://github.com/hashicorp/terraform-mcp-server) | - Network accessline 330
|--------|-------------|--------------| | Terraform MCP Server (HashiCorp) | Official Terraform Registry integration | [GitHub](https://github.com/hashicorp/terraform-mcp-server) | | AWS Terraform MCP Server | Terraform with Checkov and AWS - Network accessline 331
| Terraform MCP Server (HashiCorp) | Official Terraform Registry integration | [GitHub](https://github.com/hashicorp/terraform-mcp-server) | - Network accessline 332
| AWS Terraform MCP Server | Terraform with Checkov and AWS best practices | [AWS Labs](https://awslabs.github.io/mcp/) |
library/specializations/software-architecture/skills/threat-modeler/SKILL.md
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library/specializations/software-architecture/skills/tracing-schema-generator/SKILL.md
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library/specializations/technical-documentation/skills/asyncapi-docs/README.md
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- [AsyncAPI Specification](https://www.asyncapi.com/docs/reference/specification/v3.0.0) - Network accessline 377
- [AsyncAPI CLI](https://www.asyncapi.com/tools/cli) - Network accessline 378
- [AsyncAPI Generator](https://www.asyncapi.com/tools/generator) - Network accessline 379
- [AsyncAPI Modelina](https://www.asyncapi.com/tools/modelina) - Network accessline 380
- [Spectral](https://stoplight.io/open-source/spectral)
library/specializations/technical-documentation/skills/asyncapi-docs/SKILL.md
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license: name: Apache 2.0 url: https://www.apache.org/licenses/LICENSE-2.0 - Network accessline 112
url: https://www.apache.org/licenses/LICENSE-2.0 - Network accessline 565
- AsyncAPI Specification: https://www.asyncapi.com/docs/reference/specification/v3.0.0 - Network accessline 566
- AsyncAPI CLI: https://www.asyncapi.com/tools/cli - Network accessline 567
- AsyncAPI Generator: https://www.asyncapi.com/tools/generator - Network accessline 568
- AsyncAPI Modelina: https://www.asyncapi.com/tools/modelina - Network accessline 569
- Spectral: https://stoplight.io/open-source/spectral
library/specializations/technical-documentation/skills/code-sample-validator/README.md
library/specializations/technical-documentation/skills/code-sample-validator/SKILL.md
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[Credential-related source omitted] - Access to secretsline 188
[Credential-related source omitted] - Access to secretsline 225
[Credential-related source omitted] - Network accessline 490
- Prettier: https://prettier.io/ - Network accessline 491
- Black: https://black.readthedocs.io/ - Network accessline 492
- MDX: https://mdxjs.com/ - Network accessline 493
- Jest: https://jestjs.io/
library/specializations/technical-documentation/skills/confluence-docs/README.md
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{ "action": "migrate", "baseUrl": "https://company.atlassian.net/wiki", - Network accessline 23
"action": "migrate", "baseUrl": "https://company.atlassian.net/wiki", "spaceKey": "DOCS", - Network accessline 24
"baseUrl": "https://company.atlassian.net/wiki", - Network accessline 33
{ "action": "export", "baseUrl": "https://company.atlassian.net/wiki", - Network accessline 34
"action": "export", "baseUrl": "https://company.atlassian.net/wiki", "spaceKey": "DOCS", - Network accessline 35
"baseUrl": "https://company.atlassian.net/wiki", - Network accessline 66
{ "baseUrl": "https://company.atlassian.net/wiki", - Network accessline 67
"baseUrl": "https://company.atlassian.net/wiki", - Access to secretsline 70
[Credential-related source omitted] - Network accessline 126
- [Confluence REST API](https://developer.atlassian.com/cloud/confluence/rest/) - Network accessline 127
- [Storage Format](https://confluence.atlassian.com/doc/confluence-storage-format-790796544.html)
library/specializations/technical-documentation/skills/confluence-docs/SKILL.md
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{ "action": "migrate", "baseUrl": "https://company.atlassian.net/wiki", - Network accessline 55
"action": "migrate", "baseUrl": "https://company.atlassian.net/wiki", "spaceKey": "DOCS", - Network accessline 56
"baseUrl": "https://company.atlassian.net/wiki", - Network accessline 68
{ "baseUrl": "https://company.atlassian.net/wiki", - Network accessline 69
"baseUrl": "https://company.atlassian.net/wiki", - Access to secretsline 73
[Credential-related source omitted] - Network accessline 504
- Confluence REST API: https://developer.atlassian.com/cloud/confluence/rest/ - Network accessline 505
- Storage Format: https://confluence.atlassian.com/doc/confluence-storage-format-790796544.html - Network accessline 506
- confluence-api npm: https://www.npmjs.com/package/confluence-api
library/specializations/technical-documentation/skills/diagram-generation/README.md
library/specializations/technical-documentation/skills/diagram-generation/SKILL.md
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@startuml C4_Context !include https://raw.githubusercontent.com/plantuml-stdlib/C4-PlantUML/master/C4_Context.puml - Network accessline 177
!include https://raw.githubusercontent.com/plantuml-stdlib/C4-PlantUML/master/C4_Context.puml - Network accessline 193
@startuml C4_Container !include https://raw.githubusercontent.com/plantuml-stdlib/C4-PlantUML/master/C4_Container.puml - Network accessline 194
!include https://raw.githubusercontent.com/plantuml-stdlib/C4-PlantUML/master/C4_Container.puml - Network accessline 367
- Mermaid: https://mermaid.js.org/ - Network accessline 368
- PlantUML: https://plantuml.com/ - Network accessline 369
- D2: https://d2lang.com/ - Network accessline 370
- Graphviz: https://graphviz.org/ - Network accessline 371
- C4 Model: https://c4model.com/
library/specializations/technical-documentation/skills/docs-accessibility/README.md
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# pa11y npx pa11y https://docs.example.com - Network accessline 119
npx pa11y https://docs.example.com - Network accessline 121
# Lighthouse npx lighthouse https://docs.example.com --only-categories=accessibility - Network accessline 122
npx lighthouse https://docs.example.com --only-categories=accessibility - Network accessline 142
- [WCAG 2.1](https://www.w3.org/WAI/WCAG21/quickref/) - Network accessline 143
- [axe-core](https://github.com/dequelabs/axe-core) - Network accessline 144
- [pa11y](https://pa11y.org/) - Network accessline 145
- [WebAIM](https://webaim.org/)
library/specializations/technical-documentation/skills/docs-accessibility/SKILL.md
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# Run pa11y npx pa11y https://docs.example.com --standard WCAG2AA - Network accessline 450
npx pa11y https://docs.example.com --standard WCAG2AA - Network accessline 452
# Lighthouse accessibility audit npx lighthouse https://docs.example.com --only-categories=accessibility - Network accessline 453
npx lighthouse https://docs.example.com --only-categories=accessibility - Network accessline 455
# Check single page npx axe https://docs.example.com/guide --save report.json - Network accessline 456
npx axe https://docs.example.com/guide --save report.json - Network accessline 471
- WCAG 2.1: https://www.w3.org/WAI/WCAG21/quickref/ - Network accessline 472
- axe-core: https://github.com/dequelabs/axe-core - Network accessline 473
- pa11y: https://pa11y.org/ - Network accessline 474
- WebAIM Contrast Checker: https://webaim.org/resources/contrastchecker/
library/specializations/technical-documentation/skills/docs-analytics/README.md
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{ "docsUrl": "https://docs.example.com", - Network accessline 23
"docsUrl": "https://docs.example.com", - Network accessline 32
{ "docsUrl": "https://docs.example.com", - Network accessline 33
"docsUrl": "https://docs.example.com", - Access to secretsline 37
[Credential-related source omitted] - Access to secretsline 130
[Credential-related source omitted] - Network accessline 283
export default { head: [ ['script', { async: true, src: 'https://www.googletagmanager.com/gtag/js?id=G-XXX' }], - Network accessline 284
head: [ ['script', { async: true, src: 'https://www.googletagmanager.com/gtag/js?id=G-XXX' }], ], - Network accessline 285
['script', { async: true, src: 'https://www.googletagmanager.com/gtag/js?id=G-XXX' }], - Network accessline 336
- [Google Analytics 4](https://developers.google.com/analytics/devguides/collection/ga4) - Network accessline 337
- [Algolia Analytics](https://www.algolia.com/doc/guides/search-analytics/overview/) - Network accessline 338
- [Plausible Analytics](https://plausible.io/) (Privacy-friendly) - Network accessline 339
- [Fathom Analytics](https://usefathom.com/) (Privacy-friendly)
library/specializations/technical-documentation/skills/docs-analytics/SKILL.md
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Read, Write, Edit, Bash, Glob, Grep - Network accessline 56
{ "docsUrl": "https://docs.example.com", - Network accessline 57
"docsUrl": "https://docs.example.com", - Access to secretsline 197
[Credential-related source omitted] - Access to secretsline 215
[Credential-related source omitted] - Access to secretsline 512
[Credential-related source omitted] - Network accessline 587
- Google Analytics 4: https://developers.google.com/analytics/devguides/collection/ga4 - Network accessline 588
- Algolia Analytics: https://www.algolia.com/doc/guides/search-analytics/overview/ - Network accessline 589
- DocSearch: https://docsearch.algolia.com/ - Network accessline 590
- Privacy-friendly: https://plausible.io/
library/specializations/technical-documentation/skills/docusaurus/README.md
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"config": { "title": "My Documentation", "url": "https://docs.example.com" - Network accessline 32
"title": "My Documentation", "url": "https://docs.example.com" } - Network accessline 33
"url": "https://docs.example.com" - Network accessline 78
module.exports = { title: 'My Docs', url: 'https://docs.example.com', - Network accessline 79
title: 'My Docs', url: 'https://docs.example.com', presets: [ - Network accessline 80
url: 'https://docs.example.com', - Network accessline 83
docs: { sidebarPath: './sidebars.js', editUrl: 'https://github.com/org/repo/edit/main/', - Network accessline 84
sidebarPath: './sidebars.js', editUrl: 'https://github.com/org/repo/edit/main/', }, - Network accessline 85
editUrl: 'https://github.com/org/repo/edit/main/', - Network accessline 142
- [Docusaurus](https://docusaurus.io/) - Network accessline 143
- [Docusaurus Configuration](https://docusaurus.io/docs/configuration) - Network accessline 144
- [Algolia DocSearch](https://docsearch.algolia.com/)
library/specializations/technical-documentation/skills/docusaurus/SKILL.md
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"title": "My Documentation", "tagline": "Developer documentation for My Product", "url": "https://docs.example.com", - Network accessline 58
"tagline": "Developer documentation for My Product", "url": "https://docs.example.com", "organizationName": "my-org", - Network accessline 59
"url": "https://docs.example.com", - Network accessline 80
url: 'https://docs.example.com', - Network accessline 99
docs: { sidebarPath: './sidebars.js', editUrl: 'https://github.com/my-org/my-project/edit/main/', - Network accessline 100
sidebarPath: './sidebars.js', editUrl: 'https://github.com/my-org/my-project/edit/main/', showLastUpdateTime: true, - Network accessline 101
editUrl: 'https://github.com/my-org/my-project/edit/main/', - Network accessline 111
blog: { showReadingTime: true, editUrl: 'https://github.com/my-org/my-project/edit/main/', - Network accessline 112
showReadingTime: true, editUrl: 'https://github.com/my-org/my-project/edit/main/', }, - Network accessline 113
editUrl: 'https://github.com/my-org/my-project/edit/main/', - Network accessline 146
}, { href: 'https://github.com/my-org/my-project', - Network accessline 147
{ href: 'https://github.com/my-org/my-project', label: 'GitHub', - Network accessline 148
href: 'https://github.com/my-org/my-project', - Network accessline 165
title: 'Community', items: [ { label: 'Discord', href: 'https://discord.gg/example' }, - Network accessline 166
items: [ { label: 'Discord', href: 'https://discord.gg/example' }, { label: 'Twitter', href: 'https://twitter.com/example' }, - Network accessline 167
{ label: 'Discord', href: 'https://discord.gg/example' }, - Network accessline 168
{ label: 'Twitter', href: 'https://twitter.com/example' }, - Access to secretsline 181
[Credential-related source omitted] - Network accessline 241
type: 'link', label: 'GitHub', href: 'https://github.com/my-org/my-project', - Network accessline 242
label: 'GitHub', href: 'https://github.com/my-org/my-project', }, - Network accessline 243
href: 'https://github.com/my-org/my-project', - Network accessline 414
"index_name": "my-project", "start_urls": [ "https://docs.example.com/" - Network accessline 415
"start_urls": [ "https://docs.example.com/" ], - Network accessline 416
"https://docs.example.com/" - Network accessline 417
], "sitemap_urls": [ "https://docs.example.com/sitemap.xml" - Network accessline 418
"sitemap_urls": [ "https://docs.example.com/sitemap.xml" ], - Network accessline 419
"https://docs.example.com/sitemap.xml" - Network accessline 491
- Docusaurus: https://docusaurus.io/ - Network accessline 492
- MDX: https://mdxjs.com/ - Network accessline 493
- Algolia DocSearch: https://docsearch.algolia.com/ - Network accessline 494
- Prism: https://prismjs.com/
library/specializations/technical-documentation/skills/doxygen-javadoc/README.md
- Network accessline 196
memberLevel = JavadocMemberLevel.PROTECTED encoding = 'UTF-8' links 'https://docs.oracle.com/en/java/javase/17/docs/api/' - Network accessline 197
encoding = 'UTF-8' links 'https://docs.oracle.com/en/java/javase/17/docs/api/' } - Network accessline 198
links 'https://docs.oracle.com/en/java/javase/17/docs/api/' - Dangerous shell operationline 319
sudo apt-get install doxygen graphviz - Dangerous shell operationline 337
sudo apt-get install doxygen graphviz - Network accessline 356
- [Doxygen Manual](https://www.doxygen.nl/manual/) - Network accessline 357
- [Doxygen Commands](https://www.doxygen.nl/manual/commands.html) - Network accessline 358
- [Javadoc Guide](https://docs.oracle.com/javase/8/docs/technotes/tools/windows/javadoc.html) - Network accessline 359
- [Maven Javadoc Plugin](https://maven.apache.org/plugins/maven-javadoc-plugin/)
library/specializations/technical-documentation/skills/doxygen-javadoc/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 470
</additionalOptions> <links> <link>https://docs.oracle.com/en/java/javase/17/docs/api/</link> - Network accessline 471
<links> <link>https://docs.oracle.com/en/java/javase/17/docs/api/</link> </links> - Network accessline 472
<link>https://docs.oracle.com/en/java/javase/17/docs/api/</link> - Network accessline 548
- Doxygen Manual: https://www.doxygen.nl/manual/ - Network accessline 549
- Javadoc Guide: https://docs.oracle.com/javase/8/docs/technotes/tools/windows/javadoc.html - Network accessline 550
- Doxygen Special Commands: https://www.doxygen.nl/manual/commands.html - Network accessline 551
- Graphviz: https://graphviz.org/
library/specializations/technical-documentation/skills/gitbook-notion/README.md
library/specializations/technical-documentation/skills/gitbook-notion/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Access to secretsline 448
[Credential-related source omitted] - Network accessline 541
- GitBook API: https://developer.gitbook.com/ - Network accessline 542
- Notion API: https://developers.notion.com/ - Network accessline 543
- GitBook Sync: https://docs.gitbook.com/integrations/git-sync
library/specializations/technical-documentation/skills/jsdoc-tsdoc/README.md
- Network accessline 148
{ "$schema": "https://typedoc.org/schema.json", - Network accessline 149
"$schema": "https://typedoc.org/schema.json", - Network accessline 319
- [TypeDoc Documentation](https://typedoc.org/) - Network accessline 320
- [TSDoc Specification](https://tsdoc.org/) - Network accessline 321
- [JSDoc Reference](https://jsdoc.app/) - Network accessline 322
- [eslint-plugin-jsdoc](https://github.com/gajus/eslint-plugin-jsdoc) - Network accessline 323
- [TypeDoc Plugins](https://typedoc.org/guides/plugins/)
library/specializations/technical-documentation/skills/jsdoc-tsdoc/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 120
* * @example * const client = new ApiClient({ baseUrl: 'https://api.example.com' }); - Network accessline 121
* @example * const client = new ApiClient({ baseUrl: 'https://api.example.com' }); * const response = await client.get('/users'); - Network accessline 122
* const client = new ApiClient({ baseUrl: 'https://api.example.com' }); - Network accessline 206
* ```typescript * const config: ClientConfig = { * baseUrl: 'https://api.example.com', - Network accessline 207
* const config: ClientConfig = { * baseUrl: 'https://api.example.com', * timeout: 5000, - Network accessline 208
* baseUrl: 'https://api.example.com', - Network accessline 217
/** * Base URL for all API requests. * @remarks Must include protocol (https://) - Network accessline 218
* Base URL for all API requests. * @remarks Must include protocol (https://) */ - Network accessline 219
* @remarks Must include protocol (https://) - Network accessline 248
{ "$schema": "https://typedoc.org/schema.json", - Network accessline 249
"$schema": "https://typedoc.org/schema.json", - Network accessline 385
- TypeDoc: https://typedoc.org/ - Network accessline 386
- TSDoc: https://tsdoc.org/ - Network accessline 387
- JSDoc: https://jsdoc.app/ - Network accessline 388
- eslint-plugin-jsdoc: https://github.com/gajus/eslint-plugin-jsdoc
library/specializations/technical-documentation/skills/link-validator/README.md
- Network accessline 75
{ "type": "broken", "url": "https://example.com/old", - Network accessline 76
"type": "broken", "url": "https://example.com/old", "status": 404, - Network accessline 77
"url": "https://example.com/old", - Network accessline 142
- [linkinator](https://github.com/JustinBeckwith/linkinator) - Network accessline 143
- [lychee](https://github.com/lycheeverse/lychee) - Network accessline 144
- [Archive.org API](https://archive.org/help/wayback_api.php)
library/specializations/technical-documentation/skills/link-validator/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 89
{ "type": "broken", "url": "https://api.example.com/v1/docs", - Network accessline 90
"type": "broken", "url": "https://api.example.com/v1/docs", "status": 404, - Network accessline 91
"url": "https://api.example.com/v1/docs", - Network accessline 94
"file": "docs/api/authentication.md", "line": 42, "text": "[API Documentation](https://api.example.com/v1/docs)" - Network accessline 95
"line": 42, "text": "[API Documentation](https://api.example.com/v1/docs)" }, - Network accessline 96
"text": "[API Documentation](https://api.example.com/v1/docs)" - Network accessline 97
}, "suggestion": { "archived": "https://web.archive.org/web/20250101/https://api.example.com/v1/docs", - Network accessline 98
"suggestion": { "archived": "https://web.archive.org/web/20250101/https://api.example.com/v1/docs", "alternative": null - Network accessline 99
"archived": "https://web.archive.org/web/20250101/https://api.example.com/v1/docs", - Network accessline 103
{ "type": "redirect", "url": "http://example.com/old-page", - Network accessline 104
"type": "redirect", "url": "http://example.com/old-page", "redirectTo": "https://example.com/new-page", - Network accessline 105
"url": "http://example.com/old-page", - Network accessline 106
"redirectTo": "https://example.com/new-page", - Network accessline 110
"line": 15 }, "suggestion": "Update to: https://example.com/new-page" - Network accessline 111
}, "suggestion": "Update to: https://example.com/new-page" }, - Network accessline 112
"suggestion": "Update to: https://example.com/new-page" - Network accessline 152
"statusCodes": [200, 201, 204], "domains": ["localhost", "127.0.0.1"], "patterns": ["^https://internal\\.example\\.com"] - Network accessline 153
"domains": ["localhost", "127.0.0.1"], "patterns": ["^https://internal\\.example\\.com"] }, - Network accessline 154
"patterns": ["^https://internal\\.example\\.com"] - Network accessline 156
"blocked": { "domains": ["archive.org"], "patterns": ["^https://twitter\\.com"] - Network accessline 157
"domains": ["archive.org"], "patterns": ["^https://twitter\\.com"] }, - Network accessline 158
"patterns": ["^https://twitter\\.com"] - Network accessline 159
}, "replacements": { "http://example.com": "https://example.com", - Network accessline 160
"replacements": { "http://example.com": "https://example.com", "/docs/v1/": "/docs/v2/" - Network accessline 161
"http://example.com": "https://example.com", - Network accessline 187
<!-- Standard external links --> [GitHub](https://github.com) - Network accessline 188
[GitHub](https://github.com) - Network accessline 189
[Documentation](https://docs.example.com/guide) - Network accessline 191
<!-- Links with anchors --> [MDN Array](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array#instance_methods) - Network accessline 192
[MDN Array](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array#instance_methods) - Network accessline 238
severity: 'error', check: async (url) => { const response = await fetch(url, { method: 'HEAD' }); - Network accessline 239
check: async (url) => { const response = await fetch(url, { method: 'HEAD' }); return response.ok; - Network accessline 240
const response = await fetch(url, { method: 'HEAD' }); - Network accessline 255
severity: 'info', check: async (url) => { const response = await fetch(url, { redirect: 'manual' }); - Network accessline 256
check: async (url) => { const response = await fetch(url, { redirect: 'manual' }); return !response.headers.get('location'); - Network accessline 257
const response = await fetch(url, { redirect: 'manual' }); - Network accessline 338
async function findArchiveUrl(brokenUrl) { const archiveApi = `https://archive.org/wayback/available?url=${encodeURIComponent(brokenUrl)}`; - Network accessline 339
const archiveApi = `https://archive.org/wayback/available?url=${encodeURIComponent(brokenUrl)}`; - Network accessline 341
try { const response = await fetch(archiveApi); - Network accessline 342
const response = await fetch(archiveApi); - Network accessline 365
async function validateSitemap(sitemapUrl) { const response = await fetch(sitemapUrl); - Network accessline 366
const response = await fetch(sitemapUrl); - Network accessline 441
- linkinator: https://github.com/JustinBeckwith/linkinator - Network accessline 442
- lychee: https://github.com/lycheeverse/lychee - Network accessline 443
- markdown-link-check: https://github.com/tcort/markdown-link-check - Network accessline 444
- Archive.org Wayback API: https://archive.org/help/wayback_api.php
library/specializations/technical-documentation/skills/markdown-mdx/README.md
- Network accessline 146
- [CommonMark Spec](https://commonmark.org/) - Network accessline 147
- [GFM Spec](https://github.github.com/gfm/) - Network accessline 148
- [MDX Documentation](https://mdxjs.com/) - Network accessline 149
- [markdownlint Rules](https://github.com/DavidAnson/markdownlint/blob/main/doc/Rules.md)
library/specializations/technical-documentation/skills/markdown-mdx/SKILL.md
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[Link text](https://example.com "Title") - Network accessline 154
### Autolinks https://example.com - Network accessline 155
https://example.com - Network accessline 335
{ "$schema": "http://json-schema.org/draft-07/schema#", - Network accessline 336
"$schema": "http://json-schema.org/draft-07/schema#", - Network accessline 420
- CommonMark: https://commonmark.org/ - Network accessline 421
- GFM: https://github.github.com/gfm/ - Network accessline 422
- MDX: https://mdxjs.com/ - Network accessline 423
- markdownlint: https://github.com/DavidAnson/markdownlint - Network accessline 424
- remark: https://remark.js.org/ - Network accessline 425
- rehype: https://github.com/rehypejs/rehype
library/specializations/technical-documentation/skills/mkdocs-material/README.md
library/specializations/technical-documentation/skills/mkdocs-material/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 56
"config": { "site_name": "My Documentation", "site_url": "https://docs.example.com", - Network accessline 57
"site_name": "My Documentation", "site_url": "https://docs.example.com", "theme": "material" - Network accessline 58
"site_url": "https://docs.example.com", - Network accessline 70
site_name: My Documentation site_url: https://docs.example.com - Network accessline 71
site_url: https://docs.example.com - Network accessline 75
repo_name: my-org/my-project repo_url: https://github.com/my-org/my-project - Network accessline 76
repo_url: https://github.com/my-org/my-project - Network accessline 167
social: - icon: fontawesome/brands/github link: https://github.com/my-org - Network accessline 168
- icon: fontawesome/brands/github link: https://github.com/my-org - icon: fontawesome/brands/twitter - Network accessline 169
link: https://github.com/my-org - Network accessline 170
- icon: fontawesome/brands/twitter link: https://twitter.com/my-org version: - Network accessline 171
link: https://twitter.com/my-org - Network accessline 249
# (1)! response = requests.get( - Network accessline 250
response = requests.get( - Network accessline 251
"https://api.example.com/users", - Network accessline 269
```python import requests response = requests.get("https://api.example.com") - Network accessline 270
import requests response = requests.get("https://api.example.com") ``` - Network accessline 271
response = requests.get("https://api.example.com") - Network accessline 274
=== "JavaScript" ```javascript const response = await fetch("https://api.example.com"); - Network accessline 275
```javascript const response = await fetch("https://api.example.com"); ``` - Network accessline 276
const response = await fetch("https://api.example.com"); - Network accessline 279
=== "cURL" ```bash curl https://api.example.com - Network accessline 280
```bash curl https://api.example.com ``` - Network accessline 281
curl https://api.example.com - Network accessline 456
- MkDocs: https://www.mkdocs.org/ - Network accessline 457
- Material for MkDocs: https://squidfunk.github.io/mkdocs-material/ - Network accessline 458
- PyMdown Extensions: https://facelessuser.github.io/pymdown-extensions/ - Network accessline 459
- mike: https://github.com/jimporter/mike
library/specializations/technical-documentation/skills/openapi-swagger/README.md
- Network accessline 92
- Python - cURL - Go, Java, Ruby, and more - Network accessline 180
- [OpenAPI Specification](https://spec.openapis.org/oas/latest.html) - Network accessline 181
- [Spectral Linter](https://stoplight.io/open-source/spectral) - Network accessline 182
- [ReDoc](https://redocly.com/redoc) - Network accessline 183
- [Swagger UI](https://swagger.io/tools/swagger-ui/)
library/specializations/technical-documentation/skills/openapi-swagger/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 127
servers: - url: https://api.example.com/v1 - Network accessline 128
- url: https://api.example.com/v1 - Network accessline 129
description: Production - url: https://staging-api.example.com/v1 description: Staging - Network accessline 130
- url: https://staging-api.example.com/v1 - Network accessline 275
// JavaScript (fetch) const response = await fetch('https://api.example.com/v1/users', { - Network accessline 276
const response = await fetch('https://api.example.com/v1/users', { - Network accessline 290
response = requests.get( - Network accessline 291
'https://api.example.com/v1/users', - Network accessline 301
# cURL curl -X GET 'https://api.example.com/v1/users' \ - Network accessline 302
curl -X GET 'https://api.example.com/v1/users' \ - Network accessline 361
- OpenAPI Specification: https://spec.openapis.org/oas/latest.html - Network accessline 362
- Spectral: https://stoplight.io/open-source/spectral - Network accessline 363
- ReDoc: https://redocly.com/redoc - Network accessline 364
- Swagger UI: https://swagger.io/tools/swagger-ui/ - Network accessline 365
- OpenAPI Generator: https://openapi-generator.tech/
library/specializations/technical-documentation/skills/pdf-generation/README.md
library/specializations/technical-documentation/skills/pdf-generation/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Dangerous shell operationline 486
sudo apt install pandoc texlive-xetex texlive-fonts-recommended - Network accessline 522
- Pandoc: https://pandoc.org/ - Network accessline 523
- WeasyPrint: https://weasyprint.org/ - Network accessline 524
- LaTeX: https://www.latex-project.org/ - Network accessline 525
- PDF/A: https://www.pdfa.org/
library/specializations/technical-documentation/skills/readme-platform/README.md
library/specializations/technical-documentation/skills/readme-platform/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Access to secretsline 55
[Credential-related source omitted] - Access to secretsline 126
[Credential-related source omitted] - Network accessline 187
- API Key (get one from [dashboard](https://app.example.com)) - Network accessline 264
samples-languages: - curl - node - Network accessline 265
- curl - node - python - Network accessline 270
servers: - url: https://api.example.com/v1 - Network accessline 271
- url: https://api.example.com/v1 - Network accessline 282
name: Node.js code: | const response = await fetch('https://api.example.com/v1/users', { - Network accessline 283
[Credential-related source omitted] - Network accessline 284
const response = await fetch('https://api.example.com/v1/users', { - Network accessline 295
# Get API metrics via API curl -X GET 'https://dash.readme.com/api/v1/api-metrics' \ - Network accessline 296
[Credential-related source omitted] - Access to secretsline 296
[Credential-related source omitted] - Access to secretsline 297
[Credential-related source omitted] - Network accessline 330
{ "url": "https://api.example.com/readme-webhook", - Network accessline 331
"url": "https://api.example.com/readme-webhook", - Access to secretsline 349
[Credential-related source omitted] - Access to secretsline 382
[Credential-related source omitted] - Network accessline 463
- ReadMe: https://readme.com/ - Network accessline 464
- rdme CLI: https://github.com/readmeio/rdme - Network accessline 465
- ReadMe API: https://docs.readme.com/reference - Network accessline 466
- OpenAPI Extensions: https://docs.readme.com/docs/openapi-extensions
library/specializations/technical-documentation/skills/sphinx-docs/README.md
library/specializations/technical-documentation/skills/sphinx-docs/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 160
intersphinx_mapping = { 'python': ('https://docs.python.org/3', None), - Network accessline 161
'python': ('https://docs.python.org/3', None), - Network accessline 162
'numpy': ('https://numpy.org/doc/stable/', None), 'pandas': ('https://pandas.pydata.org/docs/', None), 'requests': ('https://requests.readthedocs.io/en/latest/', None), - Network accessline 163
'pandas': ('https://pandas.pydata.org/docs/', None), 'requests': ('https://requests.readthedocs.io/en/latest/', None), } - Network accessline 164
'requests': ('https://requests.readthedocs.io/en/latest/', None), - Access to secretsline 230
[Credential-related source omitted] - Access to secretsline 302
[Credential-related source omitted] - Access to secretsline 310
[Credential-related source omitted] - Network accessline 323
[Credential-related source omitted] - Network accessline 324
[Credential-related source omitted] - Access to secretsline 324
[Credential-related source omitted] - Network accessline 325
base_url: str = "https://api.example.com", - Access to secretsline 328
[Credential-related source omitted] - Network accessline 485
- Sphinx: https://www.sphinx-doc.org/ - Network accessline 486
- Read the Docs Theme: https://sphinx-rtd-theme.readthedocs.io/ - Network accessline 487
- Furo: https://pradyunsg.me/furo/ - Network accessline 488
- MyST Parser: https://myst-parser.readthedocs.io/
library/specializations/technical-documentation/skills/storybook-docs/README.md
- Network accessline 392
- [Storybook Docs](https://storybook.js.org/docs) - Network accessline 393
- [Writing Stories](https://storybook.js.org/docs/writing-stories) - Network accessline 394
- [MDX Documentation](https://storybook.js.org/docs/writing-docs/mdx) - Network accessline 395
- [Autodocs](https://storybook.js.org/docs/writing-docs/autodocs) - Network accessline 396
- [Accessibility Testing](https://storybook.js.org/docs/writing-tests/accessibility-testing)
library/specializations/technical-documentation/skills/storybook-docs/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 707
- Storybook Docs: https://storybook.js.org/docs - Network accessline 708
- Storybook Addons: https://storybook.js.org/integrations - Network accessline 709
- MDX Documentation: https://storybook.js.org/docs/writing-docs/mdx - Network accessline 710
- Autodocs: https://storybook.js.org/docs/writing-docs/autodocs - Network accessline 711
- Chromatic: https://www.chromatic.com/
library/specializations/technical-documentation/skills/tech-writing-lint/README.md
library/specializations/technical-documentation/skills/tech-writing-lint/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 359
- Vale: https://vale.sh/ - Network accessline 360
- Alex: https://alexjs.com/ - Network accessline 361
- Google Developer Docs Style Guide: https://developers.google.com/style - Network accessline 362
- Microsoft Style Guide: https://docs.microsoft.com/en-us/style-guide/ - Network accessline 363
- write-good: https://github.com/btford/write-good
library/specializations/technical-documentation/skills/translation-management/README.md
library/specializations/technical-documentation/skills/translation-management/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Access to secretsline 126
[Credential-related source omitted] - Network accessline 173
[main] host = https://www.transifex.com - Network accessline 174
host = https://www.transifex.com - Network accessline 239
client = wlc.Weblate( url='https://weblate.example.com/api/', - Network accessline 240
url='https://weblate.example.com/api/', - Access to secretsline 241
[Credential-related source omitted] - Network accessline 453
- Crowdin: https://crowdin.com/ - Network accessline 454
- Transifex: https://www.transifex.com/ - Network accessline 455
- Weblate: https://weblate.org/ - Network accessline 456
- XLIFF: https://docs.oasis-open.org/xliff/xliff-core/v2.1/xliff-core-v2.1.html
library/specializations/ux-ui-design/skills/accessibility-report/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ux-ui-design/skills/animation-spec/SKILL.md
- Broad permissionsline 1
Bash
library/specializations/ux-ui-design/skills/axe-accessibility/README.md
- Network accessline 46
# Run accessibility scan on a URL /skill axe-accessibility scan --url https://example.com --level AA - Network accessline 47
/skill axe-accessibility scan --url https://example.com --level AA - Network accessline 49
# Scan with specific tags /skill axe-accessibility scan --url https://example.com --tags wcag2aa,wcag21aa - Network accessline 50
/skill axe-accessibility scan --url https://example.com --tags wcag2aa,wcag21aa - Network accessline 52
# Generate HTML report /skill axe-accessibility report --url https://example.com --format html --output a11y-report.html - Network accessline 53
/skill axe-accessibility report --url https://example.com --format html --output a11y-report.html - Network accessline 55
# Scan multiple pages /skill axe-accessibility scan-sitemap --sitemap https://example.com/sitemap.xml --level AA - Network accessline 56
/skill axe-accessibility scan-sitemap --sitemap https://example.com/sitemap.xml --level AA - Network accessline 63
const result = await ctx.task(axeAccessibilityTask, { operation: 'scan', url: 'https://example.com', - Network accessline 64
operation: 'scan', url: 'https://example.com', wcagLevel: 'AA', - Network accessline 65
url: 'https://example.com', - Network accessline 88
# Comprehensive audit with all WCAG 2.1 AA rules /skill axe-accessibility audit \ --url https://example.com \ - Network accessline 89
/skill axe-accessibility audit --url https://example.com - Network accessline 90
--url https://example.com \ - Network accessline 126
run: | /skill axe-accessibility scan \ --url http://localhost:3000 \ - Network accessline 128
--url http://localhost:3000 \ - Network accessline 228
**GitHub:** https://github.com/priyankark/a11y-mcp - Network accessline 240
**Reference:** https://www.deque.com/blog/a-closer-look-at-axe-mcp-server/ - Network accessline 270
AXE_DEBUG=true /skill axe-accessibility scan --url https://example.com - Network accessline 281
- [axe-core Documentation](https://www.deque.com/axe/) - Network accessline 282
- [WCAG 2.1 Guidelines](https://www.w3.org/WAI/WCAG21/quickref/) - Network accessline 283
- [axe-core Rules](https://dequeuniversity.com/rules/axe/) - Network accessline 284
- [Playwright Accessibility Testing](https://playwright.dev/docs/accessibility-testing)
library/specializations/ux-ui-design/skills/axe-accessibility/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch - Network accessline 51
const browser = await chromium.launch(); const page = await browser.newPage(); await page.goto('https://example.com'); - Network accessline 53
await page.goto('https://example.com'); - Network accessline 78
{ "url": "https://example.com/page", - Network accessline 79
"url": "https://example.com/page", - Network accessline 163
|--------|-------------|--------------| | A11y MCP (ronantakizawa) | Web accessibility testing using axe-core API and Puppeteer | `npm install a11y-mcp` | | Deque axe MCP Server | Enterprise axe integration with contextualized guidance | [D - Network accessline 164
| A11y MCP (ronantakizawa) | Web accessibility testing using axe-core API and Puppeteer | `npm install a11y-mcp` | | Deque axe MCP Server | Enterprise axe integration with contextualized guidance | [Deque](https://www.deque.com/blog/a-close - Network accessline 165
| Deque axe MCP Server | Enterprise axe integration with contextualized guidance | [Deque](https://www.deque.com/blog/a-closer-look-at-axe-mcp-server/) | - Network accessline 166
| Playwright Accessibility Testing MCP | Comprehensive WCAG 2.0/2.1 Level A/AA testing | [GitHub](https://glama.ai/mcp/servers/@PashaBoiko/playwright-axe-mcp) | - Network accessline 167
| MCP Accessibility Scanner | Playwright and Axe-core based WCAG checker with annotated snapshots | [Playbooks](https://playbooks.com/mcp/justasmonkev/mcp-accessibility-scanner) | - Network accessline 190
{ "operation": "scan", "url": "https://example.com", - Network accessline 191
"operation": "scan", "url": "https://example.com", "wcagLevel": "AA", - Network accessline 192
"url": "https://example.com",
library/specializations/ux-ui-design/skills/browser-stack/SKILL.md
library/specializations/ux-ui-design/skills/color-palette-generator/SKILL.md
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library/specializations/ux-ui-design/skills/component-inventory/SKILL.md
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library/specializations/ux-ui-design/skills/contrast-checker/SKILL.md
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library/specializations/ux-ui-design/skills/design-system-validator/SKILL.md
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library/specializations/ux-ui-design/skills/design-token-transformer/README.md
- Network accessline 309
- [W3C Design Tokens Spec](https://www.w3.org/community/design-tokens/) - Network accessline 310
- [Style Dictionary Documentation](https://amzn.github.io/style-dictionary/) - Network accessline 311
- [Design Tokens Community Group](https://www.designtokens.org/) - Network accessline 312
- [Tokens Studio](https://tokens.studio/)
library/specializations/ux-ui-design/skills/design-token-transformer/SKILL.md
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Bash(*) Read Write Edit Glob Grep WebFetch - Network accessline 288
| Server | Description | Installation | |--------|-------------|--------------| | Superdesign MCP Server | Design orchestrator with token support | [GitHub](https://glama.ai/mcp/servers/@jonthebeef/superdesign-mcp-claude-code) | - Network accessline 290
| Superdesign MCP Server | Design orchestrator with token support | [GitHub](https://glama.ai/mcp/servers/@jonthebeef/superdesign-mcp-claude-code) |
library/specializations/ux-ui-design/skills/figma-api/README.md
- Access to secretsline 21
[Credential-related source omitted] - Access to secretsline 24
[Credential-related source omitted] - Network accessline 30
# Option 1: Claude Talk to Figma MCP git clone https://github.com/arinspunk/claude-talk-to-figma-mcp - Network accessline 31
git clone https://github.com/arinspunk/claude-talk-to-figma-mcp - Access to secretsline 161
[Credential-related source omitted] - Access to secretsline 167
[Credential-related source omitted] - Access to secretsline 180
[Credential-related source omitted] - Access to secretsline 203
[Credential-related source omitted] - Network accessline 276
git clone https://github.com/arinspunk/claude-talk-to-figma-mcp - Network accessline 280
**GitHub:** https://github.com/arinspunk/claude-talk-to-figma-mcp - Network accessline 292
**GitHub:** https://github.com/karthiks3000/figma-mcp-server - Network accessline 329
- [Figma REST API Documentation](https://www.figma.com/developers/api) - Network accessline 330
- [Figma Plugin API](https://www.figma.com/plugin-docs/) - Network accessline 331
- [Design Tokens W3C Spec](https://www.w3.org/community/design-tokens/) - Network accessline 332
- [Builder.io Figma MCP Guide](https://www.builder.io/blog/claude-code-figma-mcp-server)
library/specializations/ux-ui-design/skills/figma-api/SKILL.md
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Bash(*) Read Write Edit Glob Grep WebFetch - Network accessline 191
| Server | Description | Installation | |--------|-------------|--------------| | Claude Talk to Figma MCP | Bidirectional Figma interaction for real-time design manipulation | [GitHub](https://github.com/arinspunk/claude-talk-to-figma-mcp) - Network accessline 192
|--------|-------------|--------------| | Claude Talk to Figma MCP | Bidirectional Figma interaction for real-time design manipulation | [GitHub](https://github.com/arinspunk/claude-talk-to-figma-mcp) | | Figma MCP Server (karthiks3000) | C - Network accessline 193
| Claude Talk to Figma MCP | Bidirectional Figma interaction for real-time design manipulation | [GitHub](https://github.com/arinspunk/claude-talk-to-figma-mcp) | - Network accessline 194
| Figma MCP Server (karthiks3000) | Claude MCP Server for working with Figma files | [GitHub](https://github.com/karthiks3000/figma-mcp-server) | - Network accessline 195
| html.to.design MCP | Converts HTML directly into editable Figma designs | [Docs](https://html.to.design/docs/mcp-tab/) | - Network accessline 213
[Credential-related source omitted] - Network accessline 214
[Credential-related source omitted] - Network accessline 215
"https://api.figma.com/v1/files/FILE_KEY" - Network accessline 217
[Credential-related source omitted] - Network accessline 218
[Credential-related source omitted] - Network accessline 219
"https://api.figma.com/v1/files/FILE_KEY"
library/specializations/ux-ui-design/skills/heatmap-analysis/SKILL.md
- Broad permissionsline 1
Bash - Network accessline 131
heatmapType: 'click', dataPath: './heatmap-export.json', pageUrl: 'https://example.com/landing', - Network accessline 132
dataPath: './heatmap-export.json', pageUrl: 'https://example.com/landing', thresholds: { hotspot: 0.7, coldZone: 0.1 } - Network accessline 133
pageUrl: 'https://example.com/landing',
library/specializations/ux-ui-design/skills/lighthouse/README.md
- Network accessline 42
# Run full audit /skill lighthouse audit --url https://example.com - Network accessline 43
/skill lighthouse audit --url https://example.com - Network accessline 45
# Audit specific categories /skill lighthouse audit --url https://example.com --categories performance,accessibility - Network accessline 46
/skill lighthouse audit --url https://example.com --categories performance,accessibility - Network accessline 48
# Desktop audit /skill lighthouse audit --url https://example.com --device desktop - Network accessline 49
/skill lighthouse audit --url https://example.com --device desktop - Network accessline 51
# Generate HTML report /skill lighthouse audit --url https://example.com --format html --output report.html - Network accessline 52
/skill lighthouse audit --url https://example.com --format html --output report.html - Network accessline 54
# Check against budget /skill lighthouse budget --url https://example.com --budget budget.json - Network accessline 55
/skill lighthouse budget --url https://example.com --budget budget.json - Network accessline 61
// In a process file const result = await ctx.task(lighthouseTask, { url: 'https://example.com', - Network accessline 62
const result = await ctx.task(lighthouseTask, { url: 'https://example.com', device: 'mobile', - Network accessline 63
url: 'https://example.com', - Network accessline 90
# Comprehensive mobile audit /skill lighthouse audit \ --url https://example.com \ - Network accessline 91
/skill lighthouse audit --url https://example.com - Network accessline 92
--url https://example.com \ - Network accessline 121
# Accessibility-focused audit /skill lighthouse audit \ --url https://example.com \ - Network accessline 122
/skill lighthouse audit --url https://example.com - Network accessline 123
--url https://example.com \ - Network accessline 160
run: | /skill lighthouse budget \ --url http://localhost:3000 \ - Network accessline 162
--url http://localhost:3000 \ - Network accessline 191
// Audit multiple pages const pages = [ 'https://example.com/', - Network accessline 192
const pages = [ 'https://example.com/', 'https://example.com/products', - Network accessline 193
'https://example.com/', - Network accessline 194
'https://example.com/products', - Network accessline 195
'https://example.com/checkout' - Network accessline 307
**GitHub:** https://github.com/danielsogl/lighthouse-mcp-server - Network accessline 335
LIGHTHOUSE_DEBUG=true /skill lighthouse audit --url https://example.com - Network accessline 346
- [Lighthouse Documentation](https://developer.chrome.com/docs/lighthouse/) - Network accessline 347
- [Core Web Vitals](https://web.dev/vitals/) - Network accessline 348
- [Performance Budgets](https://web.dev/performance-budgets-101/) - Network accessline 349
- [Lighthouse CI](https://github.com/GoogleChrome/lighthouse-ci)
library/specializations/ux-ui-design/skills/lighthouse/SKILL.md
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Bash(*) Read Write Edit Glob Grep WebFetch - Network accessline 272
# Basic audit lighthouse https://example.com --output json --output-path report.json - Network accessline 273
lighthouse https://example.com --output json --output-path report.json - Network accessline 275
# Desktop audit lighthouse https://example.com --preset desktop - Network accessline 276
lighthouse https://example.com --preset desktop - Network accessline 278
# Specific categories lighthouse https://example.com --only-categories=performance,accessibility - Network accessline 279
lighthouse https://example.com --only-categories=performance,accessibility - Network accessline 281
# With performance budget lighthouse https://example.com --budget-path=budget.json - Network accessline 282
lighthouse https://example.com --budget-path=budget.json - Network accessline 284
# Multiple runs for accuracy lighthouse https://example.com --chrome-flags="--headless" -n 3 - Network accessline 285
lighthouse https://example.com --chrome-flags="--headless" -n 3 - Network accessline 292
| Server | Description | Installation | |--------|-------------|--------------| | Lighthouse MCP Server (danielsogl) | 13+ tools for comprehensive auditing | [GitHub](https://github.com/danielsogl/lighthouse-mcp-server) | - Network accessline 293
|--------|-------------|--------------| | Lighthouse MCP Server (danielsogl) | 13+ tools for comprehensive auditing | [GitHub](https://github.com/danielsogl/lighthouse-mcp-server) | | Lighthouse MCP (priyankark) | Agentic optimization loops - Network accessline 294
| Lighthouse MCP Server (danielsogl) | 13+ tools for comprehensive auditing | [GitHub](https://github.com/danielsogl/lighthouse-mcp-server) | - Network accessline 295
| Lighthouse MCP (priyankark) | Agentic optimization loops | [GitHub](https://github.com/priyankark/lighthouse-mcp) | - Network accessline 318
{ "operation": "audit", "url": "https://example.com", - Network accessline 319
"operation": "audit", "url": "https://example.com", "device": "mobile", - Network accessline 320
"url": "https://example.com",
library/specializations/ux-ui-design/skills/mock-spec-extractor/SKILL.md
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Bash(*) Read Write Edit Glob Grep
library/specializations/ux-ui-design/skills/persona-template/SKILL.md
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library/specializations/ux-ui-design/skills/prototype-interaction/SKILL.md
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library/specializations/ux-ui-design/skills/responsive-image/SKILL.md
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library/specializations/ux-ui-design/skills/screenshot-comparison/README.md
- Network accessline 35
# Capture screenshots /skill screenshot-comparison capture --url https://example.com --viewports mobile,desktop - Network accessline 36
/skill screenshot-comparison capture --url https://example.com --viewports mobile,desktop - Network accessline 78
# Capture baseline /skill screenshot-comparison capture \ --url https://example.com \ - Network accessline 79
/skill screenshot-comparison capture --url https://example.com - Network accessline 80
--url https://example.com \ - Network accessline 84
# After changes, capture current state /skill screenshot-comparison capture \ --url https://example.com \ - Network accessline 85
/skill screenshot-comparison capture --url https://example.com - Network accessline 86
--url https://example.com \ - Network accessline 101
// Test all Storybook components const storybookUrl = 'http://localhost:6006'; - Network accessline 102
const storybookUrl = 'http://localhost:6006'; - Network accessline 135
- name: Wait for app run: npx wait-on http://localhost:3000 - Network accessline 136
run: npx wait-on http://localhost:3000 - Network accessline 142
--url http://localhost:3000 \ - Network accessline 160
test('homepage visual test', async ({ page }) => { await page.goto('https://example.com'); - Network accessline 161
await page.goto('https://example.com'); - Network accessline 170
// CLI integration /skill screenshot-comparison percy \ --url https://example.com \ - Network accessline 171
[Credential-related source omitted] - Access to secretsline 171
[Credential-related source omitted] - Network accessline 172
--url https://example.com \ - Access to secretsline 173
[Credential-related source omitted] - Network accessline 266
**Reference:** https://www.browserstack.com/docs/browserstack-mcp-server/tools/percy - Network accessline 278
**GitHub:** https://github.com/executeautomation/mcp-playwright - Network accessline 321
- [Playwright Screenshots](https://playwright.dev/docs/screenshots) - Network accessline 322
- [pixelmatch](https://github.com/mapbox/pixelmatch) - Network accessline 323
- [Percy Documentation](https://docs.percy.io/) - Network accessline 324
- [Chromatic](https://www.chromatic.com/docs/)
library/specializations/ux-ui-design/skills/screenshot-comparison/SKILL.md
- Broad permissionsline 1
Bash(*) Read Write Edit Glob Grep WebFetch - Network accessline 233
| Server | Description | Installation | |--------|-------------|--------------| | Percy via BrowserStack MCP | Cloud-based visual testing | [BrowserStack](https://www.browserstack.com/docs/browserstack-mcp-server/tools/percy) | - Network accessline 234
|--------|-------------|--------------| | Percy via BrowserStack MCP | Cloud-based visual testing | [BrowserStack](https://www.browserstack.com/docs/browserstack-mcp-server/tools/percy) | | Playwright MCP Server | Browser automation with sc - Network accessline 235
| Percy via BrowserStack MCP | Cloud-based visual testing | [BrowserStack](https://www.browserstack.com/docs/browserstack-mcp-server/tools/percy) | - Network accessline 236
| Playwright MCP Server | Browser automation with screenshots | [GitHub](https://github.com/executeautomation/mcp-playwright) |
library/specializations/ux-ui-design/skills/survey-platform/SKILL.md
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library/specializations/ux-ui-design/skills/svg-optimizer/SKILL.md
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library/specializations/ux-ui-design/skills/typography-calculator/SKILL.md
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library/specializations/ux-ui-design/skills/user-flow-diagram/SKILL.md
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Bash
library/specializations/ux-ui-design/skills/visual-diff-scorer/SKILL.md
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Bash(*) Read Write Edit Glob Grep WebFetch
library/specializations/web-development/skills/analytics/SKILL.md
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library/specializations/web-development/skills/angular-development/SKILL.md
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library/specializations/web-development/skills/apollo-server/SKILL.md
library/specializations/web-development/skills/aria/SKILL.md
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library/specializations/web-development/skills/aws-amplify/SKILL.md
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library/specializations/web-development/skills/browser-automation/SKILL.md
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library/specializations/web-development/skills/bundle-optimization/SKILL.md
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library/specializations/web-development/skills/caching/SKILL.md
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Read, Write, Edit, Bash, Glob, Grep - Network accessline 43
event.respondWith( caches.match(event.request).then((response) => { return response || fetch(event.request); - Network accessline 44
caches.match(event.request).then((response) => { return response || fetch(event.request); }) - Network accessline 45
return response || fetch(event.request);
library/specializations/web-development/skills/core-web-vitals/SKILL.md
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library/specializations/web-development/skills/csp/SKILL.md
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library/specializations/web-development/skills/css-modules/SKILL.md
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library/specializations/web-development/skills/cypress/SKILL.md
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library/specializations/web-development/skills/design-tokens/SKILL.md
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library/specializations/web-development/skills/docker-web/SKILL.md
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library/specializations/web-development/skills/drizzle/SKILL.md
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library/specializations/web-development/skills/esbuild/SKILL.md
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library/specializations/web-development/skills/eslint/SKILL.md
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library/specializations/web-development/skills/express/SKILL.md
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Read, Write, Edit, Bash, Glob, Grep - Network accessline 66
app.use(helmet()); app.use(cors({ origin: process.env.CORS_ORIGIN || 'http://localhost:3000', - Network accessline 67
app.use(cors({ origin: process.env.CORS_ORIGIN || 'http://localhost:3000', credentials: true, - Network accessline 68
origin: process.env.CORS_ORIGIN || 'http://localhost:3000', - Access to secretsline 211
[Credential-related source omitted]
library/specializations/web-development/skills/fastify/SKILL.md
library/specializations/web-development/skills/frontend-e2e-testing/SKILL.md
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library/specializations/web-development/skills/git/SKILL.md
- Broad permissionsline 1
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library/specializations/web-development/skills/github-actions-web/SKILL.md
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library/specializations/web-development/skills/graphql/SKILL.md
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library/specializations/web-development/skills/hydration/SKILL.md
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library/specializations/web-development/skills/image-optimization/SKILL.md
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library/specializations/web-development/skills/jest/SKILL.md
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library/specializations/web-development/skills/json-schema/SKILL.md
library/specializations/web-development/skills/jwt/SKILL.md
library/specializations/web-development/skills/keyboard-navigation/SKILL.md
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library/specializations/web-development/skills/lit/SKILL.md
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Read, Write, Edit, Bash, Glob, Grep - Network accessline 208
hostConnected() { this.fetch(); - Network accessline 209
this.fetch(); - Network accessline 216
async fetch() { - Network accessline 224
try { const response = await fetch(this.url, { - Network accessline 225
const response = await fetch(this.url, {
library/specializations/web-development/skills/markdown/SKILL.md
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library/specializations/web-development/skills/mongodb/SKILL.md
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library/specializations/web-development/skills/msw/SKILL.md
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library/specializations/web-development/skills/nestjs/SKILL.md
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library/specializations/web-development/skills/netlify/SKILL.md
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library/specializations/web-development/skills/nextauth/README.md
- Access to secretsline 28
[Credential-related source omitted]
library/specializations/web-development/skills/nextauth/SKILL.md
library/specializations/web-development/skills/nextjs-app-router/SKILL.md
- Broad permissionsline 1
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library/specializations/web-development/skills/nextjs/README.md
- Network accessline 219
// Cached indefinitely (default) const data = await fetch(url); - Network accessline 220
const data = await fetch(url); - Network accessline 222
// Revalidate every 60 seconds const data = await fetch(url, { next: { revalidate: 60 } }); - Network accessline 223
const data = await fetch(url, { next: { revalidate: 60 } }); - Network accessline 225
// No caching const data = await fetch(url, { cache: 'no-store' }); - Network accessline 226
const data = await fetch(url, { cache: 'no-store' }); - Network accessline 228
// Tag-based revalidation const data = await fetch(url, { next: { tags: ['products'] } }); - Network accessline 229
const data = await fetch(url, { next: { tags: ['products'] } }); - Network accessline 320
- [Next.js Documentation](https://nextjs.org/docs) - Network accessline 321
- [App Router Guide](https://nextjs.org/docs/app) - Network accessline 322
- [Server Actions](https://nextjs.org/docs/app/building-your-application/data-fetching/server-actions-and-mutations) - Network accessline 323
- [Caching in Next.js](https://nextjs.org/docs/app/building-your-application/caching) - Network accessline 324
- [Vercel Deployment](https://vercel.com/docs)
library/specializations/web-development/skills/nextjs/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Access to secretsline 336
[Credential-related source omitted] - Network accessline 392
- Next.js Documentation: https://nextjs.org/docs - Network accessline 393
- Next.js DevTools MCP: https://github.com/vercel/next-devtools-mcp - Network accessline 394
- claude-code-nextjs-skills: https://github.com/laguagu/claude-code-nextjs-skills - Network accessline 395
- Vercel Deployment: https://vercel.com/docs
library/specializations/web-development/skills/ngrx/SKILL.md
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library/specializations/web-development/skills/nuxt/SKILL.md
library/specializations/web-development/skills/nx/SKILL.md
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library/specializations/web-development/skills/oauth/SKILL.md
library/specializations/web-development/skills/openapi/SKILL.md
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library/specializations/web-development/skills/pinia/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 93
try { const response = await fetch('/api/auth/login', { - Network accessline 94
const response = await fetch('/api/auth/login', { - Network accessline 124
loading.value = true; try { const response = await fetch('/api/auth/me', { - Network accessline 125
[Credential-related source omitted] - Network accessline 126
const response = await fetch('/api/auth/me', { - Network accessline 283
const response = await fetch('/api/orders', {
library/specializations/web-development/skills/playwright/README.md
- Network accessline 37
"ci": "github", "browsers": ["chromium", "firefox"], "baseUrl": "http://localhost:3000" - Network accessline 38
"browsers": ["chromium", "firefox"], "baseUrl": "http://localhost:3000" } - Network accessline 39
"baseUrl": "http://localhost:3000" - Network accessline 242
- [Playwright Documentation](https://playwright.dev/) - Network accessline 243
- [Page Object Model](https://playwright.dev/docs/pom) - Network accessline 244
- [Visual Regression](https://playwright.dev/docs/test-snapshots) - Network accessline 245
- [Accessibility Testing](https://playwright.dev/docs/accessibility-testing) - Network accessline 246
- [CI/CD Integration](https://playwright.dev/docs/ci)
library/specializations/web-development/skills/playwright/SKILL.md
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"features": ["visual", "a11y", "api"], "ci": "github", "baseUrl": "http://localhost:3000" - Network accessline 55
"ci": "github", "baseUrl": "http://localhost:3000" } - Network accessline 56
"baseUrl": "http://localhost:3000" - Network accessline 112
], use: { baseURL: process.env.BASE_URL ?? 'http://localhost:3000', - Network accessline 113
use: { baseURL: process.env.BASE_URL ?? 'http://localhost:3000', trace: 'on-first-retry', - Network accessline 114
baseURL: process.env.BASE_URL ?? 'http://localhost:3000', - Network accessline 147
webServer: { command: 'npm run dev', url: 'http://localhost:3000', - Network accessline 148
command: 'npm run dev', url: 'http://localhost:3000', reuseExistingServer: !process.env.CI, - Network accessline 149
url: 'http://localhost:3000', - Network accessline 507
- Playwright Documentation: https://playwright.dev/docs/intro - Network accessline 508
- playwright-skill: https://github.com/lackeyjb/playwright-skill - Network accessline 509
- mcp-playwright: https://github.com/executeautomation/mcp-playwright - Network accessline 510
- Axe-core: https://www.deque.com/axe/
library/specializations/web-development/skills/pnpm-workspaces/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/postgresql/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/prettier/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/prisma-orm/README.md
- Network accessline 231
- [Prisma Documentation](https://www.prisma.io/docs) - Network accessline 232
- [Prisma Schema Reference](https://www.prisma.io/docs/reference/api-reference/prisma-schema-reference) - Network accessline 233
- [Prisma Client API](https://www.prisma.io/docs/reference/api-reference/prisma-client-reference) - Network accessline 234
- [Prisma MCP Server](https://www.prisma.io/mcp)
library/specializations/web-development/skills/prisma-orm/SKILL.md
library/specializations/web-development/skills/progressive-enhancement/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/radix-ui/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/react-development/README.md
- Network accessline 263
- [React Documentation](https://react.dev/) - Network accessline 264
- [React TypeScript Cheatsheet](https://react-typescript-cheatsheet.netlify.app/) - Network accessline 265
- [React Testing Library](https://testing-library.com/docs/react-testing-library/intro/) - Network accessline 266
- [Zustand](https://zustand-demo.pmnd.rs/) - Network accessline 267
- [TanStack Query](https://tanstack.com/query/latest)
library/specializations/web-development/skills/react-development/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 300
- React Documentation: https://react.dev/ - Network accessline 301
- React Hooks: https://react.dev/reference/react/hooks - Network accessline 302
- React Testing Library: https://testing-library.com/docs/react-testing-library/intro/ - Network accessline 303
- web-artifacts-builder: https://github.com/anthropics/skills/tree/main/skills/web-artifacts-builder - Network accessline 304
- react-mcp: https://github.com/kalivaraprasad-gonapa/react-mcp
library/specializations/web-development/skills/react-hooks/SKILL.md
library/specializations/web-development/skills/react-query/README.md
- Network accessline 23
const { data, isLoading, error } = useQuery({ queryKey: ['users'], queryFn: () => fetch('/api/users').then(res => res.json()), - Network accessline 24
queryKey: ['users'], queryFn: () => fetch('/api/users').then(res => res.json()), }); - Network accessline 25
queryFn: () => fetch('/api/users').then(res => res.json()),
library/specializations/web-development/skills/react-query/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 102
async function fetchUsers(): Promise<User[]> { const response = await fetch('/api/users'); - Network accessline 103
const response = await fetch('/api/users'); - Network accessline 140
return useMutation({ mutationFn: async (data: UpdateUserDto) => { const response = await fetch(`/api/users/${data.id}`, { - Network accessline 141
mutationFn: async (data: UpdateUserDto) => { const response = await fetch(`/api/users/${data.id}`, { method: 'PATCH', - Network accessline 142
const response = await fetch(`/api/users/${data.id}`, { - Network accessline 195
? `/api/users?cursor=${pageParam}` : '/api/users'; const response = await fetch(url); - Network accessline 196
: '/api/users'; const response = await fetch(url); return response.json(); - Network accessline 197
const response = await fetch(url);
library/specializations/web-development/skills/react-server-components/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/react-testing-library/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/redis/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/redux-toolkit/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/remix/SKILL.md
library/specializations/web-development/skills/rest-api-design/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/rxjs/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/screen-reader/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/secrets-management/SKILL.md
library/specializations/web-development/skills/seo/SKILL.md
library/specializations/web-development/skills/shadcn/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/socketio/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/sse/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/storybook/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/structured-data/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 30
<script type="application/ld+json"> {JSON.stringify({ "@context": "https://schema.org", - Network accessline 31
{JSON.stringify({ "@context": "https://schema.org", "@type": "Article", - Network accessline 32
"@context": "https://schema.org", - Network accessline 44
// Organization { "@context": "https://schema.org", - Network accessline 45
{ "@context": "https://schema.org", "@type": "Organization", - Network accessline 46
"@context": "https://schema.org", - Network accessline 47
"@type": "Organization", "name": "Company Name", "url": "https://example.com", - Network accessline 48
"name": "Company Name", "url": "https://example.com", "logo": "https://example.com/logo.png" - Network accessline 49
"url": "https://example.com", - Network accessline 50
"logo": "https://example.com/logo.png"
library/specializations/web-development/skills/styled-components/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/svelte/SKILL.md
library/specializations/web-development/skills/tailwind-css/README.md
- Network accessline 241
- [Tailwind CSS Documentation](https://tailwindcss.com/docs) - Network accessline 242
- [shadcn/ui Components](https://ui.shadcn.com/) - Network accessline 243
- [Class Variance Authority](https://cva.style/docs) - Network accessline 244
- [Tailwind Merge](https://github.com/dcastil/tailwind-merge) - Network accessline 245
- [Tailwind CSS v4 Guide](https://tailwindcss.com/blog/tailwindcss-v4)
library/specializations/web-development/skills/tailwind-css/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 500
- Tailwind CSS Documentation: https://tailwindcss.com/docs - Network accessline 501
- shadcn/ui: https://ui.shadcn.com/ - Network accessline 502
- Class Variance Authority: https://cva.style/docs - Network accessline 503
- tailwind-merge: https://github.com/dcastil/tailwind-merge
library/specializations/web-development/skills/trpc/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/turbopack/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/turborepo/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 29
// turbo.json { "$schema": "https://turbo.build/schema.json", - Network accessline 30
{ "$schema": "https://turbo.build/schema.json", "globalDependencies": ["**/.env"], - Network accessline 31
"$schema": "https://turbo.build/schema.json", - Access to secretsline 32
[Credential-related source omitted]
library/specializations/web-development/skills/typescript/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/vercel/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/vite/SKILL.md
library/specializations/web-development/skills/vitest/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/vue-development/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 193
try { const response = await fetch(`/api/users/${userId}`); - Network accessline 194
const response = await fetch(`/api/users/${userId}`); - Network accessline 207
loading.value = true; try { const response = await fetch(`/api/users/${userId}`, { - Network accessline 208
try { const response = await fetch(`/api/users/${userId}`, { method: 'PATCH', - Network accessline 209
const response = await fetch(`/api/users/${userId}`, {
library/specializations/web-development/skills/wcag/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/web-action-grounding/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/web-performance/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/web-scraping/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/web-security/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/webpack/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 50
new ModuleFederationPlugin({ name: 'app', remotes: { shared: 'shared@http://localhost:3001/remoteEntry.js' }, - Network accessline 51
name: 'app', remotes: { shared: 'shared@http://localhost:3001/remoteEntry.js' }, }), - Network accessline 52
remotes: { shared: 'shared@http://localhost:3001/remoteEntry.js' },
library/specializations/web-development/skills/websocket/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/yaml/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/zod/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep
library/specializations/web-development/skills/zustand/SKILL.md
- Broad permissionsline 1
Read, Write, Edit, Bash, Glob, Grep - Network accessline 239
set({ loading: true, error: null }); try { const response = await fetch('/api/data'); - Network accessline 240
try { const response = await fetch('/api/data'); const data = await response.json(); - Network accessline 241
const response = await fetch('/api/data');
plugins/atlas-unified/skills/atlas/SKILL.md
- Broad permissionsline 1
Read, Grep, Glob, Write, Edit, Task, Bash, AskUserQuestion, TodoWrite, Skill, mcp__atlas__atlas_public_search, mcp__atlas__atlas_public_record, mcp__atlas__atlas_public_neighbors, mcp__atlas__atlas_public_kinds, mcp__atlas__atlas_public_kin
plugins/babysitter-unified/per-harness/opencode/accomplish-status-skill/SKILL.md
- Network accessline 9
Report babysitter run status to the [Accomplish AI](https://github.com/accomplish-ai/accomplish) desktop app via file-based IPC. - Dangerous shell operationline 42
If a stale or broken global shim fails with `MODULE_NOT_FOUND`, repair it with `npm rm -g @a5c-ai/babysitter @a5c-ai/babysitter-sdk && npm i -g @a5c-ai/babysitter-sdk@$SDK_VERSION`, then re-run `babysitter --version`.
plugins/babysitter-unified/skills/babysit/SKILL.md
- Broad permissionsline 1
Read, Grep, Write, Task, Bash, Edit, Grep, Glob, WebFetch, WebSearch, Search, AskUserQuestion, TodoWrite, TodoRead, Skill, BashOutput, KillShell, MultiEdit, LS - Dangerous shell operationline 42
If a stale or broken global shim fails with `MODULE_NOT_FOUND`, repair it with `npm rm -g @a5c-ai/babysitter @a5c-ai/babysitter-sdk && npm i -g @a5c-ai/babysitter-sdk@$SDK_VERSION`, then re-run `babysitter --version`.
How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Some files could not be read; the facts below still hold.
No combined signals at this commit.
Only the first 0 facts are listed.
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Native | Manifest .claude-plugin/marketplace.json | .claude/skills/<skill-name>/ |
| Codex | Native | Manifest AGENTS.md | .agents/skills/<skill-name>/ |
| Cursor | Native | Path packages/adapters/tasks/.cursor/mcp.json | .cursor/skills/<skill-name>/ |
| Gemini CLI | Native | Manifest library/specializations/meta/harnesses/gemini-cli/examples/gemini-extension.json | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md library/methodologies/cc10x/skills/architecture-patterns/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md library/methodologies/cc10x/skills/architecture-patterns/SKILL.md | .opencode/skills/<skill-name>/ |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.
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