#544 by GitHub stars
rmyndharis/antigravity-skills
A curated collection of Agent Skills for Google Antigravity
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
plugins/antigravity-skills-manager/skills/antigravity-skills-manager/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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skills/accessibility-compliance-accessibility-audit/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
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skills/agent-orchestration-improve-agent/SKILL.md
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Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
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skills/agent-orchestration-multi-agent-optimize/SKILL.md
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skills/ai-engineer/SKILL.md
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skills/airflow-dag-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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Week of Oct 26, 2026 · Line counts unavailable
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No earlier version was observed for comparison.
skills/angular-migration/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/anti-reversing-techniques/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/antigravity-skills-manager/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
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Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/api-design-principles/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Local scripts → After Local scripts
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Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/api-documenter/SKILL.md
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Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/api-testing-observability-api-mock/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/application-performance-performance-optimization/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/architect-review/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/architecture-decision-records/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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Week of Oct 26, 2026 · Line counts unavailable
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No earlier version was observed for comparison.
skills/architecture-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/arm-cortex-expert/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/article-illustrations/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/async-python-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/attack-tree-construction/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/auth-implementation-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/backend-architect/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/backend-development-feature-development/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/backend-security-coder/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/backtesting-frameworks/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/bash-defensive-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/bash-pro/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/bats-testing-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/bazel-build-optimization/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/billing-automation/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/binary-analysis-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/blockchain-developer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/business-analyst/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/c-pro/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/c4-architecture-c4-architecture/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/c4-code/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/c4-component/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/c4-container/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/c4-context/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/changelog-automation/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/cicd-automation-workflow-automate/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/cloud-architect/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/code-documentation-code-explain/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/code-documentation-doc-generate/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/code-refactoring-context-restore/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/code-refactoring-refactor-clean/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/code-refactoring-tech-debt/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/code-review-ai-ai-review/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/code-review-excellence/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/code-reviewer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/codebase-cleanup-deps-audit/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/codebase-cleanup-refactor-clean/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/codebase-cleanup-tech-debt/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/competitive-landscape/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/comprehensive-review-full-review/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/comprehensive-review-pr-enhance/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/conductor-implement/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/conductor-manage/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/conductor-new-track/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/conductor-revert/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/conductor-setup/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/conductor-status/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/conductor-validator/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/content-marketer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/context-driven-development/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/context-management-context-restore/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/context-management-context-save/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/context-manager/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/cost-optimization/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/cpp-pro/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/cqrs-implementation/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/csharp-pro/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/customer-support/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/data-engineer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/data-engineering-data-driven-feature/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/data-engineering-data-pipeline/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/data-quality-frameworks/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/data-scientist/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/data-storytelling/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/database-admin/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/database-architect/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/database-cloud-optimization-cost-optimize/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/database-migration/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/database-migrations-migration-observability/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/database-migrations-sql-migrations/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/database-optimizer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/dbt-transformation-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/debugger/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/debugging-strategies/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/debugging-toolkit-smart-debug/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/defi-protocol-templates/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/dependency-management-deps-audit/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/dependency-upgrade/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/deployment-engineer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/deployment-pipeline-design/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/deployment-validation-config-validate/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/devops-troubleshooter/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/distributed-debugging-debug-trace/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/distributed-tracing/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/django-pro/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/docs-architect/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/documentation-generation-doc-generate/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/dotnet-architect/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/dotnet-backend-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/dx-optimizer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/e2e-testing-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/elixir-pro/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/embedding-strategies/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/employment-contract-templates/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/error-debugging-error-analysis/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/error-debugging-error-trace/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/error-debugging-multi-agent-review/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/error-detective/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/error-diagnostics-error-analysis/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/error-diagnostics-error-trace/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/error-diagnostics-smart-debug/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/error-handling-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/event-sourcing-architect/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/event-store-design/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/fastapi-pro/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/fastapi-templates/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/firmware-analyst/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/flutter-expert/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/framework-migration-code-migrate/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/framework-migration-deps-upgrade/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/framework-migration-legacy-modernize/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/frontend-developer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/frontend-mobile-development-component-scaffold/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/frontend-mobile-security-xss-scan/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/frontend-security-coder/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/full-stack-orchestration-full-stack-feature/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/gdpr-data-handling/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/git-advanced-workflows/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/git-pr-workflows-git-workflow/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/git-pr-workflows-onboard/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/git-pr-workflows-pr-enhance/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/github-actions-templates/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/gitlab-ci-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/gitops-workflow/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/go-concurrency-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/godot-gdscript-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/golang-pro/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/grafana-dashboards/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/graphql-architect/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/haskell-pro/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/helm-chart-scaffolding/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/hr-pro/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/hybrid-cloud-architect/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/hybrid-cloud-networking/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/hybrid-search-implementation/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/incident-responder/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/incident-response-incident-response/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/incident-response-smart-fix/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/incident-runbook-templates/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/ios-developer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/istio-traffic-management/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/java-pro/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/javascript-pro/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/javascript-testing-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/javascript-typescript-typescript-scaffold/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/julia-pro/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/k8s-manifest-generator/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/k8s-security-policies/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/kpi-dashboard-design/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/kubernetes-architect/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/langchain-architecture/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/legacy-modernizer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/legal-advisor/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/linkerd-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/llm-application-dev-ai-assistant/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/llm-application-dev-langchain-agent/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/llm-application-dev-prompt-optimize/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/llm-evaluation/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/machine-learning-ops-ml-pipeline/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/malware-analyst/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/market-sizing-analysis/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/memory-forensics/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/memory-safety-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/mermaid-expert/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/microservices-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/minecraft-bukkit-pro/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/ml-engineer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/ml-pipeline-workflow/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/mlops-engineer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/mobile-developer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/mobile-security-coder/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/modern-javascript-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/monorepo-architect/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/monorepo-management/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/mtls-configuration/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/multi-cloud-architecture/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/multi-platform-apps-multi-platform/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/network-engineer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/nextjs-app-router-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/nft-standards/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/nodejs-backend-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/nx-workspace-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/observability-engineer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/observability-monitoring-monitor-setup/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/observability-monitoring-slo-implement/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/on-call-handoff-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/openapi-spec-generation/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/payment-integration/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/paypal-integration/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/pci-compliance/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/performance-engineer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/performance-testing-review-ai-review/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/performance-testing-review-multi-agent-review/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/php-pro/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/posix-shell-pro/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/postgresql/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/postmortem-writing/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/projection-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/prometheus-configuration/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/prompt-engineer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/prompt-engineering-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/protocol-reverse-engineering/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/python-development-python-scaffold/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/python-packaging/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/python-performance-optimization/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/python-pro/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/python-testing-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/quant-analyst/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/rag-implementation/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/react-modernization/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/react-native-architecture/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/react-state-management/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/reference-builder/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/reverse-engineer/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Network or broad shell → After Network or broad shell
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/risk-manager/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/risk-metrics-calculation/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/ruby-pro/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/rust-async-patterns/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
364ea63c190f → 364ea63c190f
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Instructions only
First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/rust-pro/SKILL.md
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skills/saga-orchestration/SKILL.md
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skills/sales-automator/SKILL.md
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skills/sast-configuration/SKILL.md
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skills/scala-pro/SKILL.md
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skills/screen-reader-testing/SKILL.md
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skills/search-specialist/SKILL.md
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skills/secrets-management/SKILL.md
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skills/security-auditor/SKILL.md
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skills/security-compliance-compliance-check/SKILL.md
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skills/security-requirement-extraction/SKILL.md
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skills/security-scanning-security-dependencies/SKILL.md
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skills/security-scanning-security-hardening/SKILL.md
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skills/security-scanning-security-sast/SKILL.md
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skills/seo-authority-builder/SKILL.md
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skills/seo-cannibalization-detector/SKILL.md
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skills/seo-content-auditor/SKILL.md
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skills/seo-content-planner/SKILL.md
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skills/seo-content-refresher/SKILL.md
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skills/seo-content-writer/SKILL.md
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No earlier version was observed for comparison.
skills/seo-keyword-strategist/SKILL.md
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/seo-meta-optimizer/SKILL.md
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/seo-snippet-hunter/SKILL.md
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/seo-structure-architect/SKILL.md
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/service-mesh-expert/SKILL.md
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/service-mesh-observability/SKILL.md
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skills/shellcheck-configuration/SKILL.md
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skills/similarity-search-patterns/SKILL.md
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skills/slo-implementation/SKILL.md
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skills/solidity-security/SKILL.md
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skills/spark-optimization/SKILL.md
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skills/sql-optimization-patterns/SKILL.md
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/sql-pro/SKILL.md
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skills/startup-analyst/SKILL.md
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No earlier version was observed for comparison.
skills/startup-business-analyst-business-case/SKILL.md
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/startup-business-analyst-financial-projections/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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No earlier version was observed for comparison.
skills/startup-business-analyst-market-opportunity/SKILL.md
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/startup-financial-modeling/SKILL.md
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364ea63c190f → 364ea63c190f
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/startup-metrics-framework/SKILL.md
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364ea63c190f → 364ea63c190f
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/stride-analysis-patterns/SKILL.md
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364ea63c190f → 364ea63c190f
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/stripe-integration/SKILL.md
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skills/systems-programming-rust-project/SKILL.md
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skills/tailwind-design-system/SKILL.md
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skills/tdd-orchestrator/SKILL.md
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No earlier version was observed for comparison.
skills/tdd-workflows-tdd-cycle/SKILL.md
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skills/tdd-workflows-tdd-green/SKILL.md
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/tdd-workflows-tdd-red/SKILL.md
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/tdd-workflows-tdd-refactor/SKILL.md
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No earlier version was observed for comparison.
skills/team-collaboration-issue/SKILL.md
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skills/team-collaboration-standup-notes/SKILL.md
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/team-composition-analysis/SKILL.md
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/temporal-python-pro/SKILL.md
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No earlier version was observed for comparison.
skills/temporal-python-testing/SKILL.md
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No earlier version was observed for comparison.
skills/terraform-module-library/SKILL.md
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/terraform-specialist/SKILL.md
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No earlier version was observed for comparison.
skills/test-automator/SKILL.md
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/threat-mitigation-mapping/SKILL.md
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/threat-modeling-expert/SKILL.md
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364ea63c190f → 364ea63c190f
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/track-management/SKILL.md
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/turborepo-caching/SKILL.md
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/tutorial-engineer/SKILL.md
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364ea63c190f → 364ea63c190f
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/typescript-advanced-types/SKILL.md
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/typescript-pro/SKILL.md
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364ea63c190f → 364ea63c190f
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/ui-ux-designer/SKILL.md
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364ea63c190f → 364ea63c190f
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/ui-visual-validator/SKILL.md
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364ea63c190f → 364ea63c190f
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/unit-testing-test-generate/SKILL.md
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First observation → 364ea63c190f
No earlier version was observed for comparison.
skills/unity-developer/SKILL.md
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First observation → 364ea63c190f
No earlier version was observed for comparison.
Heat
7.5- Star growth, last 7 daysAhead of 94% of tracked repositories
- Star growth, last 24 hoursAhead of 96% of tracked repositories
- Rank movement, last 7 daysAhead of 67% of tracked repositories
- Commits, last 30 daysAhead of 72% of tracked repositories
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekAhead of 0% of tracked repositories
Heat never changes the order by stars, and sponsorship never touches it. How heat works
Stars over time
Individual skills in this repository
- antigravity-skills-manager
plugins/antigravity-skills-manager/skills/antigravity-skills-manager - accessibility-compliance-accessibility-audit
skills/accessibility-compliance-accessibility-audit - agent-orchestration-improve-agent
skills/agent-orchestration-improve-agent - agent-orchestration-multi-agent-optimize
skills/agent-orchestration-multi-agent-optimize - ai-engineer
skills/ai-engineer - airflow-dag-patterns
skills/airflow-dag-patterns - angular-migration
skills/angular-migration - anti-reversing-techniques
skills/anti-reversing-techniques - antigravity-skills-manager
skills/antigravity-skills-manager - api-design-principles
skills/api-design-principles - api-documenter
skills/api-documenter - api-testing-observability-api-mock
skills/api-testing-observability-api-mock - application-performance-performance-optimization
skills/application-performance-performance-optimization - architect-review
skills/architect-review - architecture-decision-records
skills/architecture-decision-records - architecture-patterns
skills/architecture-patterns - arm-cortex-expert
skills/arm-cortex-expert - article-illustrations
skills/article-illustrations - async-python-patterns
skills/async-python-patterns - attack-tree-construction
skills/attack-tree-construction - auth-implementation-patterns
skills/auth-implementation-patterns - backend-architect
skills/backend-architect - backend-development-feature-development
skills/backend-development-feature-development - backend-security-coder
skills/backend-security-coder - backtesting-frameworks
skills/backtesting-frameworks - bash-defensive-patterns
skills/bash-defensive-patterns - bash-pro
skills/bash-pro - bats-testing-patterns
skills/bats-testing-patterns - bazel-build-optimization
skills/bazel-build-optimization - billing-automation
skills/billing-automation - binary-analysis-patterns
skills/binary-analysis-patterns - blockchain-developer
skills/blockchain-developer - business-analyst
skills/business-analyst - c-pro
skills/c-pro - c4-architecture-c4-architecture
skills/c4-architecture-c4-architecture - c4-code
skills/c4-code - c4-component
skills/c4-component - c4-container
skills/c4-container - c4-context
skills/c4-context - changelog-automation
skills/changelog-automation - cicd-automation-workflow-automate
skills/cicd-automation-workflow-automate - cloud-architect
skills/cloud-architect - code-documentation-code-explain
skills/code-documentation-code-explain - code-documentation-doc-generate
skills/code-documentation-doc-generate - code-refactoring-context-restore
skills/code-refactoring-context-restore - code-refactoring-refactor-clean
skills/code-refactoring-refactor-clean - code-refactoring-tech-debt
skills/code-refactoring-tech-debt - code-review-ai-ai-review
skills/code-review-ai-ai-review - code-review-excellence
skills/code-review-excellence - code-reviewer
skills/code-reviewer - codebase-cleanup-deps-audit
skills/codebase-cleanup-deps-audit - codebase-cleanup-refactor-clean
skills/codebase-cleanup-refactor-clean - codebase-cleanup-tech-debt
skills/codebase-cleanup-tech-debt - competitive-landscape
skills/competitive-landscape - comprehensive-review-full-review
skills/comprehensive-review-full-review - comprehensive-review-pr-enhance
skills/comprehensive-review-pr-enhance - conductor-implement
skills/conductor-implement - conductor-manage
skills/conductor-manage - conductor-new-track
skills/conductor-new-track - conductor-revert
skills/conductor-revert - conductor-setup
skills/conductor-setup - conductor-status
skills/conductor-status - conductor-validator
skills/conductor-validator - content-marketer
skills/content-marketer - context-driven-development
skills/context-driven-development - context-management-context-restore
skills/context-management-context-restore - context-management-context-save
skills/context-management-context-save - context-manager
skills/context-manager - cost-optimization
skills/cost-optimization - cpp-pro
skills/cpp-pro - cqrs-implementation
skills/cqrs-implementation - csharp-pro
skills/csharp-pro - customer-support
skills/customer-support - data-engineer
skills/data-engineer - data-engineering-data-driven-feature
skills/data-engineering-data-driven-feature - data-engineering-data-pipeline
skills/data-engineering-data-pipeline - data-quality-frameworks
skills/data-quality-frameworks - data-scientist
skills/data-scientist - data-storytelling
skills/data-storytelling - database-admin
skills/database-admin - database-architect
skills/database-architect - database-cloud-optimization-cost-optimize
skills/database-cloud-optimization-cost-optimize - database-migration
skills/database-migration - database-migrations-migration-observability
skills/database-migrations-migration-observability - database-migrations-sql-migrations
skills/database-migrations-sql-migrations - database-optimizer
skills/database-optimizer - dbt-transformation-patterns
skills/dbt-transformation-patterns - debugger
skills/debugger - debugging-strategies
skills/debugging-strategies - debugging-toolkit-smart-debug
skills/debugging-toolkit-smart-debug - defi-protocol-templates
skills/defi-protocol-templates - dependency-management-deps-audit
skills/dependency-management-deps-audit - dependency-upgrade
skills/dependency-upgrade - deployment-engineer
skills/deployment-engineer - deployment-pipeline-design
skills/deployment-pipeline-design - deployment-validation-config-validate
skills/deployment-validation-config-validate - devops-troubleshooter
skills/devops-troubleshooter - distributed-debugging-debug-trace
skills/distributed-debugging-debug-trace - distributed-tracing
skills/distributed-tracing - django-pro
skills/django-pro - docs-architect
skills/docs-architect - documentation-generation-doc-generate
skills/documentation-generation-doc-generate - dotnet-architect
skills/dotnet-architect - dotnet-backend-patterns
skills/dotnet-backend-patterns - dx-optimizer
skills/dx-optimizer - e2e-testing-patterns
skills/e2e-testing-patterns - elixir-pro
skills/elixir-pro - embedding-strategies
skills/embedding-strategies - employment-contract-templates
skills/employment-contract-templates - error-debugging-error-analysis
skills/error-debugging-error-analysis - error-debugging-error-trace
skills/error-debugging-error-trace - error-debugging-multi-agent-review
skills/error-debugging-multi-agent-review - error-detective
skills/error-detective - error-diagnostics-error-analysis
skills/error-diagnostics-error-analysis - error-diagnostics-error-trace
skills/error-diagnostics-error-trace - error-diagnostics-smart-debug
skills/error-diagnostics-smart-debug - error-handling-patterns
skills/error-handling-patterns - event-sourcing-architect
skills/event-sourcing-architect - event-store-design
skills/event-store-design - fastapi-pro
skills/fastapi-pro - fastapi-templates
skills/fastapi-templates - firmware-analyst
skills/firmware-analyst - flutter-expert
skills/flutter-expert - framework-migration-code-migrate
skills/framework-migration-code-migrate - framework-migration-deps-upgrade
skills/framework-migration-deps-upgrade - framework-migration-legacy-modernize
skills/framework-migration-legacy-modernize - frontend-developer
skills/frontend-developer - frontend-mobile-development-component-scaffold
skills/frontend-mobile-development-component-scaffold - frontend-mobile-security-xss-scan
skills/frontend-mobile-security-xss-scan - frontend-security-coder
skills/frontend-security-coder - full-stack-orchestration-full-stack-feature
skills/full-stack-orchestration-full-stack-feature - gdpr-data-handling
skills/gdpr-data-handling - git-advanced-workflows
skills/git-advanced-workflows - git-pr-workflows-git-workflow
skills/git-pr-workflows-git-workflow - git-pr-workflows-onboard
skills/git-pr-workflows-onboard - git-pr-workflows-pr-enhance
skills/git-pr-workflows-pr-enhance - github-actions-templates
skills/github-actions-templates - gitlab-ci-patterns
skills/gitlab-ci-patterns - gitops-workflow
skills/gitops-workflow - go-concurrency-patterns
skills/go-concurrency-patterns - godot-gdscript-patterns
skills/godot-gdscript-patterns - golang-pro
skills/golang-pro - grafana-dashboards
skills/grafana-dashboards - graphql-architect
skills/graphql-architect - haskell-pro
skills/haskell-pro - helm-chart-scaffolding
skills/helm-chart-scaffolding - hr-pro
skills/hr-pro - hybrid-cloud-architect
skills/hybrid-cloud-architect - hybrid-cloud-networking
skills/hybrid-cloud-networking - hybrid-search-implementation
skills/hybrid-search-implementation - incident-responder
skills/incident-responder - incident-response-incident-response
skills/incident-response-incident-response - incident-response-smart-fix
skills/incident-response-smart-fix - incident-runbook-templates
skills/incident-runbook-templates - ios-developer
skills/ios-developer - istio-traffic-management
skills/istio-traffic-management - java-pro
skills/java-pro - javascript-pro
skills/javascript-pro - javascript-testing-patterns
skills/javascript-testing-patterns - javascript-typescript-typescript-scaffold
skills/javascript-typescript-typescript-scaffold - julia-pro
skills/julia-pro - k8s-manifest-generator
skills/k8s-manifest-generator - k8s-security-policies
skills/k8s-security-policies - kpi-dashboard-design
skills/kpi-dashboard-design - kubernetes-architect
skills/kubernetes-architect - langchain-architecture
skills/langchain-architecture - legacy-modernizer
skills/legacy-modernizer - legal-advisor
skills/legal-advisor - linkerd-patterns
skills/linkerd-patterns - llm-application-dev-ai-assistant
skills/llm-application-dev-ai-assistant - llm-application-dev-langchain-agent
skills/llm-application-dev-langchain-agent - llm-application-dev-prompt-optimize
skills/llm-application-dev-prompt-optimize - llm-evaluation
skills/llm-evaluation - machine-learning-ops-ml-pipeline
skills/machine-learning-ops-ml-pipeline - malware-analyst
skills/malware-analyst - market-sizing-analysis
skills/market-sizing-analysis - memory-forensics
skills/memory-forensics - memory-safety-patterns
skills/memory-safety-patterns - mermaid-expert
skills/mermaid-expert - microservices-patterns
skills/microservices-patterns - minecraft-bukkit-pro
skills/minecraft-bukkit-pro - ml-engineer
skills/ml-engineer - ml-pipeline-workflow
skills/ml-pipeline-workflow - mlops-engineer
skills/mlops-engineer - mobile-developer
skills/mobile-developer - mobile-security-coder
skills/mobile-security-coder - modern-javascript-patterns
skills/modern-javascript-patterns - monorepo-architect
skills/monorepo-architect - monorepo-management
skills/monorepo-management - mtls-configuration
skills/mtls-configuration - multi-cloud-architecture
skills/multi-cloud-architecture - multi-platform-apps-multi-platform
skills/multi-platform-apps-multi-platform - network-engineer
skills/network-engineer - nextjs-app-router-patterns
skills/nextjs-app-router-patterns - nft-standards
skills/nft-standards - nodejs-backend-patterns
skills/nodejs-backend-patterns - nx-workspace-patterns
skills/nx-workspace-patterns - observability-engineer
skills/observability-engineer - observability-monitoring-monitor-setup
skills/observability-monitoring-monitor-setup - observability-monitoring-slo-implement
skills/observability-monitoring-slo-implement - on-call-handoff-patterns
skills/on-call-handoff-patterns - openapi-spec-generation
skills/openapi-spec-generation - payment-integration
skills/payment-integration - paypal-integration
skills/paypal-integration - pci-compliance
skills/pci-compliance - performance-engineer
skills/performance-engineer - performance-testing-review-ai-review
skills/performance-testing-review-ai-review - performance-testing-review-multi-agent-review
skills/performance-testing-review-multi-agent-review - php-pro
skills/php-pro - posix-shell-pro
skills/posix-shell-pro - postgresql
skills/postgresql - postmortem-writing
skills/postmortem-writing - projection-patterns
skills/projection-patterns - prometheus-configuration
skills/prometheus-configuration - prompt-engineer
skills/prompt-engineer - prompt-engineering-patterns
skills/prompt-engineering-patterns - protocol-reverse-engineering
skills/protocol-reverse-engineering - python-development-python-scaffold
skills/python-development-python-scaffold - python-packaging
skills/python-packaging - python-performance-optimization
skills/python-performance-optimization - python-pro
skills/python-pro - python-testing-patterns
skills/python-testing-patterns - quant-analyst
skills/quant-analyst - rag-implementation
skills/rag-implementation - react-modernization
skills/react-modernization - react-native-architecture
skills/react-native-architecture - react-state-management
skills/react-state-management - reference-builder
skills/reference-builder - reverse-engineer
skills/reverse-engineer - risk-manager
skills/risk-manager - risk-metrics-calculation
skills/risk-metrics-calculation - ruby-pro
skills/ruby-pro - rust-async-patterns
skills/rust-async-patterns - rust-pro
skills/rust-pro - saga-orchestration
skills/saga-orchestration - sales-automator
skills/sales-automator - sast-configuration
skills/sast-configuration - scala-pro
skills/scala-pro - screen-reader-testing
skills/screen-reader-testing - search-specialist
skills/search-specialist - secrets-management
skills/secrets-management - security-auditor
skills/security-auditor - security-compliance-compliance-check
skills/security-compliance-compliance-check - security-requirement-extraction
skills/security-requirement-extraction - security-scanning-security-dependencies
skills/security-scanning-security-dependencies - security-scanning-security-hardening
skills/security-scanning-security-hardening - security-scanning-security-sast
skills/security-scanning-security-sast - seo-authority-builder
skills/seo-authority-builder - seo-cannibalization-detector
skills/seo-cannibalization-detector - seo-content-auditor
skills/seo-content-auditor - seo-content-planner
skills/seo-content-planner - seo-content-refresher
skills/seo-content-refresher - seo-content-writer
skills/seo-content-writer - seo-keyword-strategist
skills/seo-keyword-strategist - seo-meta-optimizer
skills/seo-meta-optimizer - seo-snippet-hunter
skills/seo-snippet-hunter - seo-structure-architect
skills/seo-structure-architect - service-mesh-expert
skills/service-mesh-expert - service-mesh-observability
skills/service-mesh-observability - shellcheck-configuration
skills/shellcheck-configuration - similarity-search-patterns
skills/similarity-search-patterns - slo-implementation
skills/slo-implementation - solidity-security
skills/solidity-security - spark-optimization
skills/spark-optimization - sql-optimization-patterns
skills/sql-optimization-patterns - sql-pro
skills/sql-pro - startup-analyst
skills/startup-analyst - startup-business-analyst-business-case
skills/startup-business-analyst-business-case - startup-business-analyst-financial-projections
skills/startup-business-analyst-financial-projections - startup-business-analyst-market-opportunity
skills/startup-business-analyst-market-opportunity - startup-financial-modeling
skills/startup-financial-modeling - startup-metrics-framework
skills/startup-metrics-framework - stride-analysis-patterns
skills/stride-analysis-patterns - stripe-integration
skills/stripe-integration - systems-programming-rust-project
skills/systems-programming-rust-project - tailwind-design-system
skills/tailwind-design-system - tdd-orchestrator
skills/tdd-orchestrator - tdd-workflows-tdd-cycle
skills/tdd-workflows-tdd-cycle - tdd-workflows-tdd-green
skills/tdd-workflows-tdd-green - tdd-workflows-tdd-red
skills/tdd-workflows-tdd-red - tdd-workflows-tdd-refactor
skills/tdd-workflows-tdd-refactor - team-collaboration-issue
skills/team-collaboration-issue - team-collaboration-standup-notes
skills/team-collaboration-standup-notes - team-composition-analysis
skills/team-composition-analysis - temporal-python-pro
skills/temporal-python-pro - temporal-python-testing
skills/temporal-python-testing - terraform-module-library
skills/terraform-module-library - terraform-specialist
skills/terraform-specialist - test-automator
skills/test-automator - threat-mitigation-mapping
skills/threat-mitigation-mapping - threat-modeling-expert
skills/threat-modeling-expert - track-management
skills/track-management - turborepo-caching
skills/turborepo-caching - tutorial-engineer
skills/tutorial-engineer - typescript-advanced-types
skills/typescript-advanced-types - typescript-pro
skills/typescript-pro - ui-ux-designer
skills/ui-ux-designer - ui-visual-validator
skills/ui-visual-validator - unit-testing-test-generate
skills/unit-testing-test-generate - unity-developer
skills/unity-developer - unity-ecs-patterns
skills/unity-ecs-patterns - uv-package-manager
skills/uv-package-manager - vector-database-engineer
skills/vector-database-engineer - vector-index-tuning
skills/vector-index-tuning - wcag-audit-patterns
skills/wcag-audit-patterns - web3-testing
skills/web3-testing - workflow-orchestration-patterns
skills/workflow-orchestration-patterns - workflow-patterns
skills/workflow-patterns
How it works
antigravity-skills-manager
When your agent uses it
Searches, installs, updates, and lists skills from the Antigravity Skill Vault. Use when choosing or managing workspace or global skills through the npm CLI.
What it loads into context
Frontmatter
42 tokensAlways available to the agent
SKILL.md
988 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
- Use this skill when
- Do not use this skill when
- Instructions
- Commands
- Installation scope
- Safety
Files
SKILL.mdcore4,498 bytesSKILL.mdcore4,498 bytesSKILL.mdcore4,498 bytesSKILL.mdcore4,498 bytesSKILL.mdcore4,498 bytesSKILL.mdcore4,498 bytesSKILL.mdcore4,498 bytes
Read SKILL.md
# Antigravity Skills Manager
Manage selected skills from `@rmyndharis/antigravity-skills` using Node.js and npm. This skill can be invoked as `/antigravity-skills-manager`, followed by a request such as `search flutter`.
## Use this skill when
- Finding skills for a specific language, framework, or workflow.
- Installing a requested skill or curated bundle into a workspace or global directory.
- Listing installed skills or updating an existing installation.
## Do not use this skill when
- Performing the development task described by another skill.
- Configuring unrelated plugins, model providers, or user credentials.accessibility-compliance-accessibility-audit
When your agent uses it
You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance.
What it loads into context
Frontmatter
44 tokensAlways available to the agent
SKILL.md
344 tokensWhen the skill is activated
Reference documents
3,442 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Resources
Files
SKILL.mdcore1,904 bytesresources/implementation-playbook.mddoc13,895 bytes
Read SKILL.md
# Accessibility Audit and Testing
You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct comprehensive audits, identify barriers, provide remediation guidance, and ensure digital products are accessible to all users.
## Use this skill when
- Auditing web or mobile experiences for WCAG compliance
- Identifying accessibility barriers and remediation priorities
- Establishing ongoing accessibility testing practices
- Preparing compliance evidence for stakeholders
## Do not use this skill when
- You only need a general UI design review without accessibility scopeagent-orchestration-improve-agent
When your agent uses it
Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
What it loads into context
Frontmatter
30 tokensAlways available to the agent
SKILL.md
2,091 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
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Phase 1: Performance Analysis and Baseline Metrics
- Phase 2: Prompt Engineering Improvements
- Phase 3: Testing and Validation
- Phase 4: Version Control and Deployment
- Success Criteria
- Post-Deployment Review
- Continuous Improvement Cycle
Files
SKILL.mdcore10,130 bytes
Read SKILL.md
# Agent Performance Optimization Workflow
Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
[Extended thinking: Agent optimization requires a data-driven approach combining performance metrics, user feedback analysis, and advanced prompt engineering techniques. Success depends on systematic evaluation, targeted improvements, and rigorous testing with rollback capabilities for production safety.]
## Use this skill when
- Improving an existing agent's performance or reliability
- Analyzing failure modes, prompt quality, or tool usage
- Running structured A/B tests or evaluation suites
- Designing iterative optimization workflows for agents
## Do not use this skill whenagent-orchestration-multi-agent-optimize
When your agent uses it
Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.
What it loads into context
Frontmatter
43 tokensAlways available to the agent
SKILL.md
1,300 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
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Role: AI-Powered Multi-Agent Performance Engineering Specialist
- Arguments Handling
- 1. Multi-Agent Performance Profiling
- 2. Context Window Optimization
- 3. Agent Coordination Efficiency
- 4. Parallel Execution Optimization
- 5. Cost Optimization Strategies
- 6. Latency Reduction Techniques
- 7. Quality vs Speed Tradeoffs
- 8. Monitoring and Continuous Improvement
- Reference Workflows
- Key Considerations
Files
SKILL.mdcore6,812 bytesSKILL.mdcore6,812 bytesSKILL.mdcore6,812 bytesSKILL.mdcore6,812 bytesSKILL.mdcore6,812 bytes
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# Multi-Agent Optimization Toolkit
## Use this skill when
- Improving multi-agent coordination, throughput, or latency
- Profiling agent workflows to identify bottlenecks
- Designing orchestration strategies for complex workflows
- Optimizing cost, context usage, or tool efficiency
## Do not use this skill when
- You only need to tune a single agent prompt
- There are no measurable metrics or evaluation data
- The task is unrelated to multi-agent orchestrationai-engineer
When your agent uses it
Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations. Use PROACTIVELY for LLM features, chatbots, AI agents, or AI-powered applications.
What it loads into context
Frontmatter
74 tokensAlways available to the agent
SKILL.md
1,843 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
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
SKILL.mdcore8,925 bytesSKILL.mdcore8,925 bytes
Read SKILL.md
You are an AI engineer specializing in production-grade LLM applications, generative AI systems, and intelligent agent architectures.
## Use this skill when
- Building or improving LLM features, RAG systems, or AI agents
- Designing production AI architectures and model integration
- Optimizing vector search, embeddings, or retrieval pipelines
- Implementing AI safety, monitoring, or cost controls
## Do not use this skill when
- The task is pure data science or traditional ML without LLMs
- You only need a quick UI change unrelated to AI features
- There is no access to data sources or deployment targets
airflow-dag-patterns
When your agent uses it
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.
What it loads into context
Frontmatter
45 tokensAlways available to the agent
SKILL.md
287 tokensWhen the skill is activated
Reference documents
3,393 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Resources
Files
SKILL.mdcore1,422 bytesresources/implementation-playbook.mddoc13,943 bytes
Read SKILL.md
# Apache Airflow DAG Patterns
Production-ready patterns for Apache Airflow including DAG design, operators, sensors, testing, and deployment strategies.
## Use this skill when
- Creating data pipeline orchestration with Airflow
- Designing DAG structures and dependencies
- Implementing custom operators and sensors
- Testing Airflow DAGs locally
- Setting up Airflow in production
- Debugging failed DAG runs
## Do not use this skill whenangular-migration
When your agent uses it
Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or modernizing legacy Angular code.
What it loads into context
Frontmatter
46 tokensAlways available to the agent
SKILL.md
2,366 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
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Migration Strategies
- Hybrid App Setup
- Component Migration
- Service Migration
- Dependency Injection Changes
- Routing Migration
- Forms Migration
- Migration Timeline
- Best Practices
- Common Pitfalls
Files
SKILL.mdcore9,887 bytes
Read SKILL.md
# Angular Migration
Master AngularJS to Angular migration, including hybrid apps, component conversion, dependency injection changes, and routing migration.
## Use this skill when
- Migrating AngularJS (1.x) applications to Angular (2+)
- Running hybrid AngularJS/Angular applications
- Converting directives to components
- Modernizing dependency injection
- Migrating routing systems
- Updating to latest Angular versions
- Implementing Angular best practices
anti-reversing-techniques
When your agent uses it
Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or understanding software protection mechanisms.
What it loads into context
Frontmatter
50 tokensAlways available to the agent
SKILL.md
402 tokensWhen the skill is activated
Reference documents
3,262 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Resources
Files
SKILL.mdcore2,108 bytesresources/implementation-playbook.mddoc11,508 bytes
Read SKILL.md
> **AUTHORIZED USE ONLY**: This skill contains dual-use security techniques. Before proceeding with any bypass or analysis:
> 1. **Verify authorization**: Confirm you have explicit written permission from the software owner, or are operating within a legitimate security context (CTF, authorized pentest, malware analysis, security research)
> 2. **Document scope**: Ensure your activities fall within the defined scope of your authorization
> 3. **Legal compliance**: Understand that unauthorized bypassing of software protection may violate laws (CFAA, DMCA anti-circumvention, etc.)
>
> **Legitimate use cases**: Malware analysis, authorized penetration testing, CTF competitions, academic security research, analyzing software you own/have rights to
## Use this skill when
- Analyzing protected binaries with explicit authorization
- Conducting malware analysis or security research in scope
- Participating in CTFs or approved training exercises
- Understanding anti-debugging or obfuscation techniques for defense
antigravity-skills-manager
When your agent uses it
Searches, installs, updates, and lists skills from the Antigravity Skill Vault. Use when choosing or managing workspace or global skills through the npm CLI.
What it loads into context
Frontmatter
42 tokensAlways available to the agent
SKILL.md
988 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
- Use this skill when
- Do not use this skill when
- Instructions
- Commands
- Installation scope
- Safety
Files
SKILL.mdcore4,498 bytesSKILL.mdcore4,498 bytesSKILL.mdcore4,498 bytesSKILL.mdcore4,498 bytesSKILL.mdcore4,498 bytesSKILL.mdcore4,498 bytesSKILL.mdcore4,498 bytes
Read SKILL.md
# Antigravity Skills Manager
Manage selected skills from `@rmyndharis/antigravity-skills` using Node.js and npm. This skill can be invoked as `/antigravity-skills-manager`, followed by a request such as `search flutter`.
## Use this skill when
- Finding skills for a specific language, framework, or workflow.
- Installing a requested skill or curated bundle into a workspace or global directory.
- Listing installed skills or updating an existing installation.
## Do not use this skill when
- Performing the development task described by another skill.
- Configuring unrelated plugins, model providers, or user credentials.api-design-principles
When your agent uses it
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing API design standards.
What it loads into context
Frontmatter
48 tokensAlways available to the agent
SKILL.md
291 tokensWhen the skill is activated
Reference documents
8,541 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Scripts executed separately
assets/rest-api-template.py
Files
SKILL.mdcore1,488 bytesassets/api-design-checklist.mddoc3,884 bytesassets/rest-api-template.pyruns5,659 bytesreferences/graphql-schema-design.mddoc9,005 bytesreferences/rest-best-practices.mddoc7,571 bytesresources/implementation-playbook.mddoc12,783 bytes
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# API Design Principles
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers and stand the test of time.
## Use this skill when
- Designing new REST or GraphQL APIs
- Refactoring existing APIs for better usability
- Establishing API design standards for your team
- Reviewing API specifications before implementation
- Migrating between API paradigms (REST to GraphQL, etc.)
- Creating developer-friendly API documentation
- Optimizing APIs for specific use cases (mobile, third-party integrations)
api-documenter
When your agent uses it
Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and build comprehensive developer portals. Use PROACTIVELY for API documentation or developer portal creation.
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
1,398 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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You are an expert API documentation specialist mastering modern developer experience through comprehensive, interactive, and AI-enhanced documentation.
## Use this skill when
- Creating or updating OpenAPI/AsyncAPI specifications
- Building developer portals, SDK docs, or onboarding flows
- Improving API documentation quality and discoverability
- Generating code examples or SDKs from API specs
## Do not use this skill when
- You only need a quick internal note or informal summary
- The task is pure backend implementation without docs
- There is no API surface or spec to document
api-testing-observability-api-mock
When your agent uses it
You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development.
What it loads into context
Frontmatter
45 tokensAlways available to the agent
SKILL.md
347 tokensWhen the skill is activated
Reference documents
8,500 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Safety
- Context
- Requirements
- Instructions
- Resources
Files
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# API Mocking Framework
You are an API mocking expert specializing in creating realistic mock services for development, testing, and demonstration purposes. Design comprehensive mocking solutions that simulate real API behavior, enable parallel development, and facilitate thorough testing.
## Use this skill when
- Building mock APIs for frontend or integration testing
- Simulating partner or third-party APIs during development
- Creating demo environments with realistic responses
- Validating API contracts before backend completion
## Do not use this skill when
- You need to test production systems or live integrationsapplication-performance-performance-optimization
When your agent uses it
Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack.
What it loads into context
Frontmatter
37 tokensAlways available to the agent
SKILL.md
2,244 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
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Phase 1: Performance Profiling & Baseline
- Phase 2: Database & Backend Optimization
- Phase 3: Frontend & CDN Optimization
- Phase 4: Load Testing & Validation
- Phase 5: Monitoring & Continuous Optimization
- Configuration Options
- Success Criteria
Files
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Optimize application performance end-to-end using specialized performance and optimization agents:
[Extended thinking: This workflow orchestrates a comprehensive performance optimization process across the entire application stack. Starting with deep profiling and baseline establishment, the workflow progresses through targeted optimizations in each system layer, validates improvements through load testing, and establishes continuous monitoring for sustained performance. Each phase builds on insights from previous phases, creating a data-driven optimization strategy that addresses real bottlenecks rather than theoretical improvements. The workflow emphasizes modern observability practices, user-centric performance metrics, and cost-effective optimization strategies.]
## Use this skill when
- Coordinating performance optimization across backend, frontend, and infrastructure
- Establishing baselines and profiling to identify bottlenecks
- Designing load tests, performance budgets, or capacity plans
- Building observability for performance and reliability targets
## Do not use this skill when
- The task is a small localized fix with no broader performance goalsarchitect-review
When your agent uses it
Master software architect specializing in modern architecture patterns, clean architecture, microservices, event-driven systems, and DDD. Reviews system designs and code changes for architectural integrity, scalability, and maintainability. Use PROACTIVELY for architectural decisions.
What it loads into context
Frontmatter
65 tokensAlways available to the agent
SKILL.md
1,530 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
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Expert Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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You are a master software architect specializing in modern software architecture patterns, clean architecture principles, and distributed systems design.
## Use this skill when
- Reviewing system architecture or major design changes
- Evaluating scalability, resilience, or maintainability impacts
- Assessing architecture compliance with standards and patterns
- Providing architectural guidance for complex systems
## Do not use this skill when
- You need a small code review without architectural impact
- The change is minor and local to a single module
- You lack system context or requirements to assess design
architecture-decision-records
When your agent uses it
Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architectural choices, or establishing decision processes.
What it loads into context
Frontmatter
45 tokensAlways available to the agent
SKILL.md
2,993 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
- Use this skill when
- Do not use this skill when
- Instructions
- Core Concepts
- Templates
- ADR Management
- Review Process
- Best Practices
- Resources
Files
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# Architecture Decision Records
Comprehensive patterns for creating, maintaining, and managing Architecture Decision Records (ADRs) that capture the context and rationale behind significant technical decisions.
## Use this skill when
- Making significant architectural decisions
- Documenting technology choices
- Recording design trade-offs
- Onboarding new team members
- Reviewing historical decisions
- Establishing decision-making processes
## Do not use this skill whenarchitecture-patterns
When your agent uses it
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing applications for better maintainability.
What it loads into context
Frontmatter
44 tokensAlways available to the agent
SKILL.md
279 tokensWhen the skill is activated
Reference documents
3,067 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,554 bytesresources/implementation-playbook.mddoc14,062 bytes
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# Architecture Patterns
Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable, testable, and scalable systems.
## Use this skill when
- Designing new backend systems from scratch
- Refactoring monolithic applications for better maintainability
- Establishing architecture standards for your team
- Migrating from tightly coupled to loosely coupled architectures
- Implementing domain-driven design principles
- Creating testable and mockable codebases
- Planning microservices decomposition
arm-cortex-expert
When your agent uses it
Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD). Decades of experience writing reliable, optimized, and maintainable embedded code with deep expertise in memory barriers, DMA/cache coherency, interrupt-driven I/O, and peripheral drivers.
What it loads into context
Frontmatter
90 tokensAlways available to the agent
SKILL.md
3,254 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
- Use this skill when
- Do not use this skill when
- Instructions
- 🎯 Role & Objectives
- 🧠 Knowledge Base
- ⚙<U+FE0F> Operating Principles
- 🛡<U+FE0F> Safety-Critical Patterns for ARM Cortex-M7 (Teensy 4.x, STM32 F7/H7)
- 🎯 Interrupt Priorities & NVIC Configuration
- 🔒 Critical Sections & Interrupt Masking
- 🐛 Hardfault Debugging Basics
- 📊 Cortex-M Architecture Differences
- 🧮 FPU Context Saving
- 🛡<U+FE0F> Stack Overflow Protection
- 🔄 Workflow
- 🛠 Example: SPI Driver for External Sensor
Files
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# @arm-cortex-expert
## Use this skill when
- Working on @arm-cortex-expert tasks or workflows
- Needing guidance, best practices, or checklists for @arm-cortex-expert
## Do not use this skill when
- The task is unrelated to @arm-cortex-expert
- You need a different domain or tool outside this scope
## Instructions
article-illustrations
When your agent uses it
Generate hand-drawn 16:9 article illustrations featuring the Grav character IP. Turns article concepts into memorable whiteboard-sketch explanations with a recurring floating character, sparse annotations, and absurd metaphors.
What it loads into context
Frontmatter
81 tokensAlways available to the agent
SKILL.md
2,233 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
- Overview
- Use this skill when
- Do not use this skill when
- Instructions
- Examples
- Visual Style
- Character: Grav
- Best Practices
- Common Pitfalls
- Prompt Template
- QA Checklist
- Additional Resources
- Attribution
Files
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# Article Illustrations — Grav Hand-Drawn Style
## Overview
Generate 16:9 landscape hand-drawn illustrations for articles, blog posts, and technical content. Each illustration captures one cognitive anchor point from an article and turns it into a clean, absurd, memorable whiteboard-sketch explanation.
The skill uses a recurring character IP called **Grav**: a small, round, always-floating figure with dot eyes and a thin antenna. Grav participates in the core action of every illustration — never just decoration.
**Repository:** [vssinghh/article-illustrations](https://github.com/vssinghh/article-illustrations)
## Use this skill when
- Writing articles, blog posts, or documentation that need inline illustrations
- Turning abstract concepts into concrete visual metaphorsasync-python-patterns
When your agent uses it
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.
What it loads into context
Frontmatter
46 tokensAlways available to the agent
SKILL.md
320 tokensWhen the skill is activated
Reference documents
4,234 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
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# Async Python Patterns
Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await for building high-performance, non-blocking systems.
## Use this skill when
- Building async web APIs (FastAPI, aiohttp, Sanic)
- Implementing concurrent I/O operations (database, file, network)
- Creating web scrapers with concurrent requests
- Developing real-time applications (WebSocket servers, chat systems)
- Processing multiple independent tasks simultaneously
- Building microservices with async communication
- Optimizing I/O-bound workloads
- Implementing async background tasks and queuesattack-tree-construction
When your agent uses it
Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.
What it loads into context
Frontmatter
35 tokensAlways available to the agent
SKILL.md
247 tokensWhen the skill is activated
Reference documents
4,858 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Resources
Files
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# Attack Tree Construction
Systematic attack path visualization and analysis.
## Use this skill when
- Visualizing complex attack scenarios
- Identifying defense gaps and priorities
- Communicating risks to stakeholders
- Planning defensive investments or test scopes
## Do not use this skill when
- You lack authorization or a defined scope to model the systemauth-implementation-patterns
When your agent uses it
Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing APIs, or debugging security issues.
What it loads into context
Frontmatter
50 tokensAlways available to the agent
SKILL.md
275 tokensWhen the skill is activated
Reference documents
3,811 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Resources
Files
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# Authentication & Authorization Implementation Patterns
Build secure, scalable authentication and authorization systems using industry-standard patterns and modern best practices.
## Use this skill when
- Implementing user authentication systems
- Securing REST or GraphQL APIs
- Adding OAuth2/social login or SSO
- Designing session management or RBAC
- Debugging authentication or authorization issues
## Do not use this skill when
backend-architect
When your agent uses it
Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems. Masters REST/GraphQL/gRPC APIs, event-driven architectures, service mesh patterns, and modern backend frameworks. Handles service boundary definition, inter-service communication, resilience patterns, and observability. Use PROACTIVELY when creating new backend services or APIs.
What it loads into context
Frontmatter
90 tokensAlways available to the agent
SKILL.md
3,991 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Core Philosophy
- Capabilities
- Behavioral Traits
- Workflow Position
- Knowledge Base
- Response Approach
- Example Interactions
- Key Distinctions
- Output Examples
Files
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You are a backend system architect specializing in scalable, resilient, and maintainable backend systems and APIs.
## Use this skill when
- Designing new backend services or APIs
- Defining service boundaries, data contracts, or integration patterns
- Planning resilience, scaling, and observability
## Do not use this skill when
- You only need a code-level bug fix
- You are working on small scripts without architectural concerns
- You need frontend or UX guidance instead of backend architecture
## Instructionsbackend-development-feature-development
When your agent uses it
Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services.
What it loads into context
Frontmatter
36 tokensAlways available to the agent
SKILL.md
2,271 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
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Configuration Options
- Phase 1: Discovery & Requirements Planning
- Phase 2: Implementation & Development
- Phase 3: Testing & Quality Assurance
- Phase 4: Deployment & Monitoring
- Execution Parameters
- Success Criteria
- Rollback Strategy
Files
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Orchestrate end-to-end feature development from requirements to production deployment:
[Extended thinking: This workflow orchestrates specialized agents through comprehensive feature development phases - from discovery and planning through implementation, testing, and deployment. Each phase builds on previous outputs, ensuring coherent feature delivery. The workflow supports multiple development methodologies (traditional, TDD/BDD, DDD), feature complexity levels, and modern deployment strategies including feature flags, gradual rollouts, and observability-first development. Agents receive detailed context from previous phases to maintain consistency and quality throughout the development lifecycle.]
## Use this skill when
- Coordinating end-to-end feature delivery across backend, frontend, and data
- Managing requirements, architecture, implementation, testing, and rollout
- Planning multi-service changes with deployment and monitoring needs
- Aligning teams on scope, risks, and success metrics
## Do not use this skill when
- The task is a small, isolated backend change or bug fixbackend-security-coder
When your agent uses it
Expert in secure backend coding practices specializing in input validation, authentication, and API security. Use PROACTIVELY for backend security implementations or security code reviews.
What it loads into context
Frontmatter
51 tokensAlways available to the agent
SKILL.md
1,822 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- When to Use vs Security Auditor
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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## Use this skill when
- Working on backend security coder tasks or workflows
- Needing guidance, best practices, or checklists for backend security coder
## Do not use this skill when
- The task is unrelated to backend security coder
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.backtesting-frameworks
When your agent uses it
Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strategies, or building backtesting infrastructure.
What it loads into context
Frontmatter
49 tokensAlways available to the agent
SKILL.md
260 tokensWhen the skill is activated
Reference documents
4,655 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Resources
Files
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# Backtesting Frameworks
Build robust, production-grade backtesting systems that avoid common pitfalls and produce reliable strategy performance estimates.
## Use this skill when
- Developing trading strategy backtests
- Building backtesting infrastructure
- Validating strategy performance and robustness
- Avoiding common backtesting biases
- Implementing walk-forward analysis
## Do not use this skill when
bash-defensive-patterns
When your agent uses it
Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.
What it loads into context
Frontmatter
40 tokensAlways available to the agent
SKILL.md
311 tokensWhen the skill is activated
Reference documents
3,083 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Resources
Files
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# Bash Defensive Patterns
Comprehensive guidance for writing production-ready Bash scripts using defensive programming techniques, error handling, and safety best practices to prevent common pitfalls and ensure reliability.
## Use this skill when
- Writing production automation scripts
- Building CI/CD pipeline scripts
- Creating system administration utilities
- Developing error-resilient deployment automation
- Writing scripts that must handle edge cases safely
- Building maintainable shell script libraries
- Implementing comprehensive logging and monitoring
- Creating scripts that must work across different platformsbash-pro
When your agent uses it
Master of defensive Bash scripting for production automation, CI/CD pipelines, and system utilities. Expert in safe, portable, and testable shell scripts.
What it loads into context
Frontmatter
47 tokensAlways available to the agent
SKILL.md
4,242 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
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Focus Areas
- Approach
- Compatibility & Portability
- Readability & Maintainability
- Safety & Security Patterns
- Performance Optimization
- Documentation Standards
- Modern Bash Features (5.x)
- CI/CD Integration
- Security Scanning & Hardening
- Observability & Logging
- Quality Checklist
- Output
- Essential Tools
- Common Pitfalls to Avoid
- Dependency Management
- Advanced Techniques
- References & Further Reading
Files
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## Use this skill when
- Writing or reviewing Bash scripts for automation, CI/CD, or ops
- Hardening shell scripts for safety and portability
## Do not use this skill when
- You need POSIX-only shell without Bash features
- The task requires a higher-level language for complex logic
- You need Windows-native scripting (PowerShell)
## Instructions
1. Define script inputs, outputs, and failure modes.
2. Apply strict mode and safe argument parsing.bats-testing-patterns
When your agent uses it
Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities.
What it loads into context
Frontmatter
45 tokensAlways available to the agent
SKILL.md
255 tokensWhen the skill is activated
Reference documents
3,230 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
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# Bats Testing Patterns
Comprehensive guidance for writing comprehensive unit tests for shell scripts using Bats (Bash Automated Testing System), including test patterns, fixtures, and best practices for production-grade shell testing.
## Use this skill when
- Writing unit tests for shell scripts
- Implementing TDD for scripts
- Setting up automated testing in CI/CD pipelines
- Testing edge cases and error conditions
- Validating behavior across shell environments
## Do not use this skill when
bazel-build-optimization
When your agent uses it
Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.
What it loads into context
Frontmatter
40 tokensAlways available to the agent
SKILL.md
2,548 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Concepts
- Templates
- Performance Optimization
- Best Practices
- Resources
Files
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# Bazel Build Optimization
Production patterns for Bazel in large-scale monorepos.
## Do not use this skill when
- The task is unrelated to bazel build optimization
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.billing-automation
When your agent uses it
Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recurring payment systems.
What it loads into context
Frontmatter
44 tokensAlways available to the agent
SKILL.md
302 tokensWhen the skill is activated
Reference documents
3,539 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Resources
Files
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# Billing Automation
Master automated billing systems including recurring billing, invoice generation, dunning management, proration, and tax calculation.
## Use this skill when
- Implementing SaaS subscription billing
- Automating invoice generation and delivery
- Managing failed payment recovery (dunning)
- Calculating prorated charges for plan changes
- Handling sales tax, VAT, and GST
- Processing usage-based billing
- Managing billing cycles and renewals
binary-analysis-patterns
When your agent uses it
Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing static analysis on binaries.
What it loads into context
Frontmatter
47 tokensAlways available to the agent
SKILL.md
2,955 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
- Use this skill when
- Do not use this skill when
- Instructions
- Disassembly Fundamentals
- Control Flow Patterns
- Data Structure Patterns
- Common Code Patterns
- Decompilation Patterns
- Ghidra Analysis Tips
- IDA Pro Patterns
- Best Practices
Files
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# Binary Analysis Patterns
Comprehensive patterns and techniques for analyzing compiled binaries, understanding assembly code, and reconstructing program logic.
## Use this skill when
- Working on binary analysis patterns tasks or workflows
- Needing guidance, best practices, or checklists for binary analysis patterns
## Do not use this skill when
- The task is unrelated to binary analysis patterns
- You need a different domain or tool outside this scope
blockchain-developer
When your agent uses it
Build production-ready Web3 applications, smart contracts, and decentralized systems. Implements DeFi protocols, NFT platforms, DAOs, and enterprise blockchain integrations. Use PROACTIVELY for smart contracts, Web3 apps, DeFi protocols, or blockchain infrastructure.
What it loads into context
Frontmatter
71 tokensAlways available to the agent
SKILL.md
1,823 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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## Use this skill when
- Working on blockchain developer tasks or workflows
- Needing guidance, best practices, or checklists for blockchain developer
## Do not use this skill when
- The task is unrelated to blockchain developer
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.business-analyst
When your agent uses it
Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use PROACTIVELY for business intelligence or strategic analysis.
What it loads into context
Frontmatter
63 tokensAlways available to the agent
SKILL.md
1,334 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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## Use this skill when
- Working on business analyst tasks or workflows
- Needing guidance, best practices, or checklists for business analyst
## Do not use this skill when
- The task is unrelated to business analyst
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.c-pro
When your agent uses it
Write efficient C code with proper memory management, pointer arithmetic, and system calls. Handles embedded systems, kernel modules, and performance-critical code. Use PROACTIVELY for C optimization, memory issues, or system programming.
What it loads into context
Frontmatter
62 tokensAlways available to the agent
SKILL.md
342 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Approach
- Output
Files
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## Use this skill when
- Working on c pro tasks or workflows
- Needing guidance, best practices, or checklists for c pro
## Do not use this skill when
- The task is unrelated to c pro
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.c4-architecture-c4-architecture
When your agent uses it
Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.
What it loads into context
Frontmatter
33 tokensAlways available to the agent
SKILL.md
3,514 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
- Use this skill when
- Do not use this skill when
- Instructions
- Overview
- Phase 1: Code-Level Documentation (Bottom-Up Analysis)
- Phase 2: Component-Level Synthesis
- Phase 3: Container-Level Synthesis
- Phase 4: Context-Level Documentation
- Configuration Options
- Success Criteria
- Output Structure
- Coordination Notes
- Example Usage
Files
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# C4 Architecture Documentation Workflow
Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.
[Extended thinking: This workflow implements a complete C4 architecture documentation process following the C4 model (Context, Container, Component, Code). It uses a bottom-up approach, starting from the deepest code directories and working upward, ensuring every code element is documented before synthesizing into higher-level abstractions. The workflow coordinates four specialized C4 agents (Code, Component, Container, Context) to create a complete architectural documentation set that serves both technical and non-technical stakeholders.]
## Use this skill when
- Working on c4 architecture documentation workflow tasks or workflows
- Needing guidance, best practices, or checklists for c4 architecture documentation workflow
## Do not use this skill when
- The task is unrelated to c4 architecture documentation workflowc4-code
When your agent uses it
Expert C4 Code-level documentation specialist. Analyzes code directories to create comprehensive C4 code-level documentation including function signatures, arguments, dependencies, and code structure. Use when documenting code at the lowest C4 level for individual directories and code modules.
What it loads into context
Frontmatter
73 tokensAlways available to the agent
SKILL.md
1,608 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
- Use this skill when
- Do not use this skill when
- Instructions
- Overview
- Code Elements
- Dependencies
- Relationships
Files
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# C4 Code Level: [Directory Name]
## Use this skill when
- Working on c4 code level: [directory name] tasks or workflows
- Needing guidance, best practices, or checklists for c4 code level: [directory name]
## Do not use this skill when
- The task is unrelated to c4 code level: [directory name]
- You need a different domain or tool outside this scope
## Instructions
c4-component
When your agent uses it
Expert C4 Component-level documentation specialist. Synthesizes C4 Code-level documentation into Component-level architecture, defining component boundaries, interfaces, and relationships. Creates component diagrams and documentation. Use when synthesizing code-level documentation into logical components.
What it loads into context
Frontmatter
70 tokensAlways available to the agent
SKILL.md
1,072 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
- Use this skill when
- Do not use this skill when
- Instructions
- Overview
- Purpose
- Software Features
- Code Elements
- Interfaces
- Dependencies
- Component Diagram
- Master Component Index Template
- Example Interactions
- Key Distinctions
- Output Examples
Files
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# C4 Component Level: [Component Name]
## Use this skill when
- Working on c4 component level: [component name] tasks or workflows
- Needing guidance, best practices, or checklists for c4 component level: [component name]
## Do not use this skill when
- The task is unrelated to c4 component level: [component name]
- You need a different domain or tool outside this scope
## Instructions
c4-container
When your agent uses it
Expert C4 Container-level documentation specialist. Synthesizes Component-level documentation into Container-level architecture, mapping components to deployment units, documenting container interfaces as APIs, and creating container diagrams. Use when synthesizing components into deployment containers and documenting system deployment architecture.
What it loads into context
Frontmatter
73 tokensAlways available to the agent
SKILL.md
1,196 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
- Use this skill when
- Do not use this skill when
- Instructions
- Containers
- Purpose
- Components
- Interfaces
- Dependencies
- Infrastructure
- Container Diagram
- API Specification Template
- Example Interactions
- Key Distinctions
- Output Examples
Files
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# C4 Container Level: System Deployment
## Use this skill when
- Working on c4 container level: system deployment tasks or workflows
- Needing guidance, best practices, or checklists for c4 container level: system deployment
## Do not use this skill when
- The task is unrelated to c4 container level: system deployment
- You need a different domain or tool outside this scope
## Instructions
c4-context
When your agent uses it
Expert C4 Context-level documentation specialist. Creates high-level system context diagrams, documents personas, user journeys, system features, and external dependencies. Synthesizes container and component documentation with system documentation to create comprehensive context-level architecture. Use when creating the highest-level C4 system context documentation.
What it loads into context
Frontmatter
82 tokensAlways available to the agent
SKILL.md
1,117 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
- Use this skill when
- Do not use this skill when
- Instructions
- System Overview
- Personas
- System Features
- User Journeys
- External Systems and Dependencies
- System Context Diagram
- Related Documentation
- Example Interactions
- Key Distinctions
- Output Examples
Files
SKILL.mdcore5,094 bytes
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# C4 Context Level: System Context
## Use this skill when
- Working on c4 context level: system context tasks or workflows
- Needing guidance, best practices, or checklists for c4 context level: system context
## Do not use this skill when
- The task is unrelated to c4 context level: system context
- You need a different domain or tool outside this scope
## Instructions
changelog-automation
When your agent uses it
Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions.
What it loads into context
Frontmatter
46 tokensAlways available to the agent
SKILL.md
245 tokensWhen the skill is activated
Reference documents
3,543 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Resources
Files
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# Changelog Automation
Patterns and tools for automating changelog generation, release notes, and version management following industry standards.
## Use this skill when
- Setting up automated changelog generation
- Implementing conventional commits
- Creating release note workflows
- Standardizing commit message formats
- Managing semantic versioning
## Do not use this skill when
cicd-automation-workflow-automate
When your agent uses it
You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design automation that reduces manual work, improves consistency, and accelerates delivery while maintaining quality and security.
What it loads into context
Frontmatter
59 tokensAlways available to the agent
SKILL.md
410 tokensWhen the skill is activated
Reference documents
8,393 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Safety
- Context
- Requirements
- Instructions
- Output Format
- Resources
Files
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# Workflow Automation
You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design and implement automation that reduces manual work, improves consistency, and accelerates delivery while maintaining quality and security.
## Use this skill when
- Automating CI/CD workflows or release pipelines
- Designing GitHub Actions or multi-stage build/test/deploy flows
- Replacing manual build, test, or deployment steps
- Improving pipeline reliability, visibility, or compliance checks
## Do not use this skill when
- You only need a one-off command or quick troubleshootingcloud-architect
When your agent uses it
Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns. Masters serverless, microservices, security, compliance, and disaster recovery. Use PROACTIVELY for cloud architecture, cost optimization, migration planning, or multi-cloud strategies.
What it loads into context
Frontmatter
94 tokensAlways available to the agent
SKILL.md
1,633 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
SKILL.mdcore7,847 bytes
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## Use this skill when
- Working on cloud architect tasks or workflows
- Needing guidance, best practices, or checklists for cloud architect
## Do not use this skill when
- The task is unrelated to cloud architect
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.code-documentation-code-explain
When your agent uses it
You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable explanations.
What it loads into context
Frontmatter
44 tokensAlways available to the agent
SKILL.md
347 tokensWhen the skill is activated
Reference documents
4,949 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Output Format
- Resources
Files
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# Code Explanation and Analysis
You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable explanations for developers at all levels.
## Use this skill when
- Explaining complex code, algorithms, or system behavior
- Creating onboarding walkthroughs or learning materials
- Producing step-by-step breakdowns with diagrams
- Teaching patterns or debugging reasoning
## Do not use this skill when
- The request is to implement new features or refactorscode-documentation-doc-generate
When your agent uses it
You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI-powered analysis and industry best practices.
What it loads into context
Frontmatter
50 tokensAlways available to the agent
SKILL.md
338 tokensWhen the skill is activated
Reference documents
3,537 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Safety
- Output Format
- Resources
Files
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# Automated Documentation Generation
You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI-powered analysis and industry best practices.
## Use this skill when
- Generating API, architecture, or user documentation from code
- Building documentation pipelines or automation
- Standardizing docs across a repository
## Do not use this skill when
- The project has no codebase or source of truth
- You only need ad-hoc explanationscode-refactoring-context-restore
When your agent uses it
Restore saved project context, architectural decisions, and work state. Use when resuming interrupted work, retrieving prior context, or merging context across sessions.
What it loads into context
Frontmatter
41 tokensAlways available to the agent
SKILL.md
1,176 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
- Use this skill when
- Do not use this skill when
- Instructions
- Role Statement
- Context Overview
- Core Requirements and Arguments
- Advanced Context Retrieval Strategies
- Reference Workflows
- Usage Examples
- Integration Patterns
- Future Roadmap
Files
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# Context Restoration: Advanced Semantic Memory Rehydration
## Use this skill when
- Working on context restoration: advanced semantic memory rehydration tasks or workflows
- Needing guidance, best practices, or checklists for context restoration: advanced semantic memory rehydration
## Do not use this skill when
- The task is unrelated to context restoration: advanced semantic memory rehydration
- You need a different domain or tool outside this scope
## Instructions
code-refactoring-refactor-clean
When your agent uses it
You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its quality, maintainability, and performance.
What it loads into context
Frontmatter
55 tokensAlways available to the agent
SKILL.md
367 tokensWhen the skill is activated
Reference documents
5,314 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Safety
- Output Format
- Resources
Files
SKILL.mdcore1,848 bytesresources/implementation-playbook.mddoc22,374 bytes
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# Refactor and Clean Code
You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its quality, maintainability, and performance.
## Use this skill when
- Refactoring tangled or hard-to-maintain code
- Reducing duplication, complexity, or code smells
- Improving testability and design consistency
- Preparing modules for new features safely
## Do not use this skill when
- You only need a small one-line fixcode-refactoring-tech-debt
When your agent uses it
Identify and prioritize technical debt by maintenance cost, delivery impact, and risk. Use when assessing code health or planning a measurable remediation roadmap.
What it loads into context
Frontmatter
39 tokensAlways available to the agent
SKILL.md
2,481 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
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Output Format
Files
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# Technical Debt Analysis and Remediation
You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover debt, assess its impact, and create actionable remediation plans.
## Use this skill when
- Working on technical debt analysis and remediation tasks or workflows
- Needing guidance, best practices, or checklists for technical debt analysis and remediation
## Do not use this skill when
- The task is unrelated to technical debt analysis and remediation
- You need a different domain or tool outside this scope
code-review-ai-ai-review
When your agent uses it
Combine static analysis with model-assisted code review to assess security, performance, correctness, and architecture. Use when designing review automation or reviewing complex changes.
What it loads into context
Frontmatter
40 tokensAlways available to the agent
SKILL.md
3,689 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
- Use this skill when
- Do not use this skill when
- Instructions
- Context
- Requirements
- Automated Code Review Workflow
- Architecture Analysis
- Security Vulnerability Detection
- Performance Review
- Review Comment Generation
- CI/CD Integration
- Complete Example: AI Review Automation
- Summary
Files
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# AI-Powered Code Review Specialist
You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, Claude 4.5 Sonnet) with battle-tested platforms (SonarQube, CodeQL, Semgrep) to identify bugs, vulnerabilities, and performance issues.
## Use this skill when
- Working on ai-powered code review specialist tasks or workflows
- Needing guidance, best practices, or checklists for ai-powered code review specialist
## Do not use this skill when
- The task is unrelated to ai-powered code review specialist
- You need a different domain or tool outside this scope
code-review-excellence
When your agent uses it
Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing review standards, or mentoring developers.
What it loads into context
Frontmatter
46 tokensAlways available to the agent
SKILL.md
267 tokensWhen the skill is activated
Reference documents
3,047 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Output Format
- Resources
Files
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# Code Review Excellence
Transform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic analysis, and collaborative improvement.
## Use this skill when
- Reviewing pull requests and code changes
- Establishing code review standards
- Mentoring developers through review feedback
- Auditing for correctness, security, or performance
## Do not use this skill when
- There are no code changes to reviewcode-reviewer
When your agent uses it
Elite code review expert specializing in modern AI-powered code analysis, security vulnerabilities, performance optimization, and production reliability. Masters static analysis tools, security scanning, and configuration review with 2024/2025 best practices. Use PROACTIVELY for code quality assurance.
What it loads into context
Frontmatter
75 tokensAlways available to the agent
SKILL.md
1,557 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
- Use this skill when
- Do not use this skill when
- Instructions
- Expert Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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## Use this skill when
- Working on code reviewer tasks or workflows
- Needing guidance, best practices, or checklists for code reviewer
## Do not use this skill when
- The task is unrelated to code reviewer
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.codebase-cleanup-deps-audit
When your agent uses it
You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues, outdated packages, and provide actionable remediation strategies.
What it loads into context
Frontmatter
52 tokensAlways available to the agent
SKILL.md
340 tokensWhen the skill is activated
Reference documents
5,152 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Safety
- Output Format
- Resources
Files
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# Dependency Audit and Security Analysis
You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues, outdated packages, and provide actionable remediation strategies.
## Use this skill when
- Auditing dependencies for vulnerabilities
- Checking license compliance or supply-chain risks
- Identifying outdated packages and upgrade paths
- Preparing security reports or remediation plans
## Do not use this skill when
- The project has no dependency manifestscodebase-cleanup-refactor-clean
When your agent uses it
You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its quality, maintainability, and performance.
What it loads into context
Frontmatter
56 tokensAlways available to the agent
SKILL.md
360 tokensWhen the skill is activated
Reference documents
5,314 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Safety
- Output Format
- Resources
Files
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# Refactor and Clean Code
You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its quality, maintainability, and performance.
## Use this skill when
- Cleaning up large codebases with accumulated debt
- Removing duplication and simplifying modules
- Preparing a codebase for new feature work
- Aligning implementation with clean code standards
## Do not use this skill when
- You only need a tiny targeted fixcodebase-cleanup-tech-debt
When your agent uses it
Identify and prioritize technical debt by maintenance cost, delivery impact, and risk. Use when assessing code health or planning a measurable remediation roadmap.
What it loads into context
Frontmatter
40 tokensAlways available to the agent
SKILL.md
2,482 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
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Output Format
Files
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# Technical Debt Analysis and Remediation
You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover debt, assess its impact, and create actionable remediation plans.
## Use this skill when
- Working on technical debt analysis and remediation tasks or workflows
- Needing guidance, best practices, or checklists for technical debt analysis and remediation
## Do not use this skill when
- The task is unrelated to technical debt analysis and remediation
- You need a different domain or tool outside this scope
competitive-landscape
When your agent uses it
This skill should be used when the user asks to "analyze competitors", "assess competitive landscape", "identify differentiation", "evaluate market positioning", "apply Porter's Five Forces", or requests competitive strategy analysis.
What it loads into context
Frontmatter
67 tokensAlways available to the agent
SKILL.md
219 tokensWhen the skill is activated
Reference documents
2,579 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
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# Competitive Landscape Analysis
Comprehensive frameworks for analyzing competition, identifying differentiation opportunities, and developing winning market positioning strategies.
## Use this skill when
- Working on competitive landscape analysis tasks or workflows
- Needing guidance, best practices, or checklists for competitive landscape analysis
## Do not use this skill when
- The task is unrelated to competitive landscape analysis
- You need a different domain or tool outside this scope
comprehensive-review-full-review
When your agent uses it
Coordinate code quality, architecture, security, performance, testing, and documentation reviews. Use when a change or codebase needs a consolidated assessment across these areas.
What it loads into context
Frontmatter
41 tokensAlways available to the agent
SKILL.md
1,887 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
- Use this skill when
- Do not use this skill when
- Instructions
- Review Configuration Options
- Phase 1: Code Quality & Architecture Review
- Phase 2: Security & Performance Review
- Phase 3: Testing & Documentation Review
- Phase 4: Best Practices & Standards Compliance
- Consolidated Report Generation
- Success Criteria
Files
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## Use this skill when
- Working on comprehensive review full review tasks or workflows
- Needing guidance, best practices, or checklists for comprehensive review full review
## Do not use this skill when
- The task is unrelated to comprehensive review full review
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.comprehensive-review-pr-enhance
When your agent uses it
You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensure PRs follow best practices for clarity, size, and reviewability.
What it loads into context
Frontmatter
55 tokensAlways available to the agent
SKILL.md
353 tokensWhen the skill is activated
Reference documents
4,414 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Output Format
- Resources
Files
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# Pull Request Enhancement
You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensure PRs follow best practices for clarity, size, and reviewability.
## Use this skill when
- Writing or improving PR descriptions
- Summarizing changes for faster reviews
- Organizing tests, risks, and rollout notes
- Reducing PR size or improving reviewability
## Do not use this skill when
- There is no PR or change list to summarizeconductor-implement
When your agent uses it
Execute tasks from a track's implementation plan following TDD workflow
What it loads into context
Frontmatter
43 tokensAlways available to the agent
SKILL.md
2,194 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
- Use this skill when
- Do not use this skill when
- Instructions
- Pre-flight Checks
- Track Selection
- Context Loading
- Track Status Update
- Task Execution Loop
- Error Handling During Implementation
- Track Completion
- Progress Tracking
- Resumption
- Critical Rules
Files
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# Implement Track
Execute tasks from a track's implementation plan, following the workflow rules defined in `conductor/workflow.md`.
## Use this skill when
- Working on implement track tasks or workflows
- Needing guidance, best practices, or checklists for implement track
## Do not use this skill when
- The task is unrelated to implement track
- You need a different domain or tool outside this scope
conductor-manage
When your agent uses it
Manage track lifecycle: archive, restore, delete, rename, and cleanup
What it loads into context
Frontmatter
50 tokensAlways available to the agent
SKILL.md
271 tokensWhen the skill is activated
Reference documents
6,056 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Resources
Files
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# Track Manager
Manage the complete track lifecycle including archiving, restoring, deleting, renaming, and cleaning up orphaned artifacts.
## Use this skill when
- Archiving, restoring, renaming, or deleting Conductor tracks
- Listing track status or cleaning orphaned artifacts
- Managing the track lifecycle across active, completed, and archived states
## Do not use this skill when
- Conductor is not initialized in the repository
- You lack permission to modify track metadata or filesconductor-new-track
When your agent uses it
Create a new track with specification and phased implementation plan
What it loads into context
Frontmatter
40 tokensAlways available to the agent
SKILL.md
2,126 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
- Use this skill when
- Do not use this skill when
- Instructions
- Pre-flight Checks
- Track Classification
- Interactive Specification Gathering
- Track ID Generation
- Specification Generation
- User Review of Spec
- Plan Generation
- User Review of Plan
- Track Creation
- Completion Message
- Error Handling
Files
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# New Track
Create a new track (feature, bug fix, chore, or refactor) with a detailed specification and phased implementation plan.
## Use this skill when
- Working on new track tasks or workflows
- Needing guidance, best practices, or checklists for new track
## Do not use this skill when
- The task is unrelated to new track
- You need a different domain or tool outside this scope
conductor-revert
When your agent uses it
Git-aware undo by logical work unit (track, phase, or task)
What it loads into context
Frontmatter
44 tokensAlways available to the agent
SKILL.md
2,167 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
- Use this skill when
- Do not use this skill when
- Instructions
- Pre-flight Checks
- Target Selection
- Commit Discovery
- Execution Plan Display
- Revert Execution
- Plan.md Updates
- Track Status Updates
- Verification
- Safety Rules
- Edge Cases
- Undo the Revert
Files
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# Revert Track
Revert changes by logical work unit with full git awareness. Supports reverting entire tracks, specific phases, or individual tasks.
## Use this skill when
- Working on revert track tasks or workflows
- Needing guidance, best practices, or checklists for revert track
## Do not use this skill when
- The task is unrelated to revert track
- You need a different domain or tool outside this scope
conductor-setup
When your agent uses it
Initialize project with Conductor artifacts (product definition, tech stack, workflow, style guides)
What it loads into context
Frontmatter
38 tokensAlways available to the agent
SKILL.md
2,164 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
- Use this skill when
- Do not use this skill when
- Instructions
- Pre-flight Checks
- Interactive Q&A Protocol
- Artifact Generation
- State Management
- Completion
- Resume Handling
- Error Handling
Files
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# Conductor Setup
Initialize or resume Conductor project setup. This command creates foundational project documentation through interactive Q&A.
## Use this skill when
- Working on conductor setup tasks or workflows
- Needing guidance, best practices, or checklists for conductor setup
## Do not use this skill when
- The task is unrelated to conductor setup
- You need a different domain or tool outside this scope
conductor-status
When your agent uses it
Display project status, active tracks, and next actions
What it loads into context
Frontmatter
34 tokensAlways available to the agent
SKILL.md
1,965 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
- Use this skill when
- Do not use this skill when
- Instructions
- Pre-flight Checks
- Data Collection
- Output Format
- Status Markers Legend
- Error States
- Calculation Logic
- Quick Mode
- JSON Output
Files
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# Conductor Status
Display the current status of the Conductor project, including overall progress, active tracks, and next actions.
## Use this skill when
- Working on conductor status tasks or workflows
- Needing guidance, best practices, or checklists for conductor status
## Do not use this skill when
- The task is unrelated to conductor status
- You need a different domain or tool outside this scope
conductor-validator
When your agent uses it
Validates Conductor project artifacts for completeness, consistency, and correctness. Use after setup, when diagnosing issues, or before implementation to verify project context.
What it loads into context
Frontmatter
60 tokensAlways available to the agent
SKILL.md
338 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
- Use this skill when
- Do not use this skill when
- Instructions
- Pattern Matching
Files
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```bash
# Check if conductor directory exists
ls -la conductor/
# Find all track directories
ls -la conductor/tracks/
# Check for required files
ls conductor/index.md conductor/product.md conductor/tech-stack.md conductor/workflow.md conductor/tracks.md
```
## Use this skill when
- Working on check if conductor directory exists tasks or workflowscontent-marketer
When your agent uses it
Elite content marketing strategist specializing in AI-powered content creation, omnichannel distribution, SEO optimization, and data-driven performance marketing. Masters modern content tools, social media automation, and conversion optimization with 2024/2025 best practices. Use PROACTIVELY for comprehensive content marketing.
What it loads into context
Frontmatter
78 tokensAlways available to the agent
SKILL.md
1,514 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
- Use this skill when
- Do not use this skill when
- Instructions
- Expert Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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## Use this skill when
- Working on content marketer tasks or workflows
- Needing guidance, best practices, or checklists for content marketer
## Do not use this skill when
- The task is unrelated to content marketer
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.context-driven-development
When your agent uses it
Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship between product.md, tech-stack.md, and workflow.md files.
What it loads into context
Frontmatter
59 tokensAlways available to the agent
SKILL.md
2,312 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Philosophy
- The Workflow
- Artifact Relationships
- Context Maintenance Principles
- Greenfield vs Brownfield Handling
- Benefits
- Directory Structure
- Context Lifecycle
- Context Validation Checklist
- Common Anti-Patterns
- Integration with Development Tools
- Session Continuity
- Best Practices
Files
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# Context-Driven Development
Guide for implementing and maintaining context as a managed artifact alongside code, enabling consistent AI interactions and team alignment through structured project documentation.
## Do not use this skill when
- The task is unrelated to context-driven development
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.context-management-context-restore
When your agent uses it
Restore saved project context, architectural decisions, and work state. Use when resuming interrupted work, retrieving prior context, or merging context across sessions.
What it loads into context
Frontmatter
40 tokensAlways available to the agent
SKILL.md
1,175 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
- Use this skill when
- Do not use this skill when
- Instructions
- Role Statement
- Context Overview
- Core Requirements and Arguments
- Advanced Context Retrieval Strategies
- Reference Workflows
- Usage Examples
- Integration Patterns
- Future Roadmap
Files
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# Context Restoration: Advanced Semantic Memory Rehydration
## Use this skill when
- Working on context restoration: advanced semantic memory rehydration tasks or workflows
- Needing guidance, best practices, or checklists for context restoration: advanced semantic memory rehydration
## Do not use this skill when
- The task is unrelated to context restoration: advanced semantic memory rehydration
- You need a different domain or tool outside this scope
## Instructions
context-management-context-save
When your agent uses it
Capture and serialize project state, architectural decisions, and working context. Use when preserving knowledge for later sessions, handoffs, or searchable context retrieval.
What it loads into context
Frontmatter
39 tokensAlways available to the agent
SKILL.md
1,116 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
- Use this skill when
- Do not use this skill when
- Instructions
- Role and Purpose
- Context Management Overview
- Requirements and Argument Handling
- Context Extraction Strategies
- Code Examples
- Reference Workflows
- Advanced Integration Capabilities
- Limitations and Considerations
- Future Roadmap
Files
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# Context Save Tool: Intelligent Context Management Specialist
## Use this skill when
- Working on context save tool: intelligent context management specialist tasks or workflows
- Needing guidance, best practices, or checklists for context save tool: intelligent context management specialist
## Do not use this skill when
- The task is unrelated to context save tool: intelligent context management specialist
- You need a different domain or tool outside this scope
## Instructions
context-manager
When your agent uses it
Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems. Orchestrates context across multi-agent workflows, enterprise AI systems, and long-running projects with 2024/2025 best practices. Use PROACTIVELY for complex AI orchestration.
What it loads into context
Frontmatter
80 tokensAlways available to the agent
SKILL.md
1,419 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
- Use this skill when
- Do not use this skill when
- Instructions
- Expert Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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## Use this skill when
- Working on context manager tasks or workflows
- Needing guidance, best practices, or checklists for context manager
## Do not use this skill when
- The task is unrelated to context manager
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.cost-optimization
When your agent uses it
Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing cost governance policies.
What it loads into context
Frontmatter
42 tokensAlways available to the agent
SKILL.md
1,575 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
- Do not use this skill when
- Instructions
- Purpose
- Use this skill when
- Cost Optimization Framework
- AWS Cost Optimization
- Azure Cost Optimization
- GCP Cost Optimization
- Tagging Strategy
- Cost Monitoring
- Architecture Patterns
- Cost Optimization Checklist
- Tools
- Related Skills
Files
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# Cloud Cost Optimization
Strategies and patterns for optimizing cloud costs across AWS, Azure, and GCP.
## Do not use this skill when
- The task is unrelated to cloud cost optimization
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.cpp-pro
When your agent uses it
Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization. Use PROACTIVELY for C++ refactoring, memory safety, or complex C++ patterns.
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
407 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Approach
- Output
Files
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## Use this skill when
- Working on cpp pro tasks or workflows
- Needing guidance, best practices, or checklists for cpp pro
## Do not use this skill when
- The task is unrelated to cpp pro
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.cqrs-implementation
When your agent uses it
Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems.
What it loads into context
Frontmatter
39 tokensAlways available to the agent
SKILL.md
225 tokensWhen the skill is activated
Reference documents
3,329 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
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# CQRS Implementation
Comprehensive guide to implementing CQRS (Command Query Responsibility Segregation) patterns.
## Use this skill when
- Separating read and write concerns
- Scaling reads independently from writes
- Building event-sourced systems
- Optimizing complex query scenarios
- Different read/write data models are needed
- High-performance reporting is required
## Do not use this skill whencsharp-pro
When your agent uses it
Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, and ensures comprehensive testing. Use PROACTIVELY for C# refactoring, performance optimization, or complex .NET solutions.
What it loads into context
Frontmatter
73 tokensAlways available to the agent
SKILL.md
425 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Approach
- Output
Files
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## Use this skill when
- Working on csharp pro tasks or workflows
- Needing guidance, best practices, or checklists for csharp pro
## Do not use this skill when
- The task is unrelated to csharp pro
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.customer-support
When your agent uses it
Elite AI-powered customer support specialist mastering conversational AI, automated ticketing, sentiment analysis, and omnichannel support experiences. Integrates modern support tools, chatbot platforms, and CX optimization with 2024/2025 best practices. Use PROACTIVELY for comprehensive customer experience management.
What it loads into context
Frontmatter
78 tokensAlways available to the agent
SKILL.md
1,478 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
- Use this skill when
- Do not use this skill when
- Instructions
- Expert Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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## Use this skill when
- Working on customer support tasks or workflows
- Needing guidance, best practices, or checklists for customer support
## Do not use this skill when
- The task is unrelated to customer support
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.data-engineer
When your agent uses it
Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data platforms. Use PROACTIVELY for data pipeline design, analytics infrastructure, or modern data stack implementation.
What it loads into context
Frontmatter
69 tokensAlways available to the agent
SKILL.md
2,203 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
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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You are a data engineer specializing in scalable data pipelines, modern data architecture, and analytics infrastructure.
## Use this skill when
- Designing batch or streaming data pipelines
- Building data warehouses or lakehouse architectures
- Implementing data quality, lineage, or governance
## Do not use this skill when
- You only need exploratory data analysis
- You are doing ML model development without pipelines
- You cannot access data sources or storage systems
## Instructionsdata-engineering-data-driven-feature
When your agent uses it
Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation.
What it loads into context
Frontmatter
37 tokensAlways available to the agent
SKILL.md
2,338 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
- Use this skill when
- Do not use this skill when
- Instructions
- Phase 1: Data Analysis and Hypothesis Formation
- Phase 2: Feature Architecture and Analytics Design
- Phase 3: Implementation with Instrumentation
- Phase 4: Pre-Launch Validation
- Phase 5: Launch and Experimentation
- Phase 6: Analysis and Decision Making
- Configuration Options
- Success Criteria
- Coordination Notes
Files
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# Data-Driven Feature Development
Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation.
[Extended thinking: This workflow orchestrates a comprehensive data-driven development process from initial data analysis and hypothesis formulation through feature implementation with integrated analytics, A/B testing infrastructure, and post-launch analysis. Each phase leverages specialized agents to ensure features are built based on data insights, properly instrumented for measurement, and validated through controlled experiments. The workflow emphasizes modern product analytics practices, statistical rigor in testing, and continuous learning from user behavior.]
## Use this skill when
- Working on data-driven feature development tasks or workflows
- Needing guidance, best practices, or checklists for data-driven feature development
## Do not use this skill when
- The task is unrelated to data-driven feature developmentdata-engineering-data-pipeline
When your agent uses it
You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing.
What it loads into context
Frontmatter
37 tokensAlways available to the agent
SKILL.md
1,495 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
- Use this skill when
- Do not use this skill when
- Requirements
- Core Capabilities
- Instructions
- Example: Minimal Batch Pipeline
- Output Deliverables
- Success Criteria
Files
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# Data Pipeline Architecture
You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing.
## Use this skill when
- Working on data pipeline architecture tasks or workflows
- Needing guidance, best practices, or checklists for data pipeline architecture
## Do not use this skill when
- The task is unrelated to data pipeline architecture
- You need a different domain or tool outside this scope
data-quality-frameworks
When your agent uses it
Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.
What it loads into context
Frontmatter
41 tokensAlways available to the agent
SKILL.md
262 tokensWhen the skill is activated
Reference documents
3,464 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Resources
Files
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# Data Quality Frameworks
Production patterns for implementing data quality with Great Expectations, dbt tests, and data contracts to ensure reliable data pipelines.
## Use this skill when
- Implementing data quality checks in pipelines
- Setting up Great Expectations validation
- Building comprehensive dbt test suites
- Establishing data contracts between teams
- Monitoring data quality metrics
- Automating data validation in CI/CD
## Do not use this skill whendata-scientist
When your agent uses it
Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence. Use PROACTIVELY for data analysis tasks, ML modeling, statistical analysis, and data-driven insights.
What it loads into context
Frontmatter
67 tokensAlways available to the agent
SKILL.md
1,888 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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## Use this skill when
- Working on data scientist tasks or workflows
- Needing guidance, best practices, or checklists for data scientist
## Do not use this skill when
- The task is unrelated to data scientist
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.data-storytelling
When your agent uses it
Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.
What it loads into context
Frontmatter
38 tokensAlways available to the agent
SKILL.md
2,896 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Concepts
- Story Frameworks
- Visualization Techniques
- Presentation Templates
- Writing Techniques
- Best Practices
- Resources
Files
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# Data Storytelling
Transform raw data into compelling narratives that drive decisions and inspire action.
## Do not use this skill when
- The task is unrelated to data storytelling
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.database-admin
When your agent uses it
Expert database administrator specializing in modern cloud databases, automation, and reliability engineering. Masters AWS/Azure/GCP database services, Infrastructure as Code, high availability, disaster recovery, performance optimization, and compliance. Handles multi-cloud strategies, container databases, and cost optimization. Use PROACTIVELY for database architecture, operations, or reliability engineering.
What it loads into context
Frontmatter
91 tokensAlways available to the agent
SKILL.md
1,922 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
SKILL.mdcore9,953 bytes
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## Use this skill when
- Working on database admin tasks or workflows
- Needing guidance, best practices, or checklists for database admin
## Do not use this skill when
- The task is unrelated to database admin
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.database-architect
When your agent uses it
Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures. Masters SQL/NoSQL/TimeSeries database selection, normalization strategies, migration planning, and performance-first design. Handles both greenfield architectures and re-architecture of existing systems. Use PROACTIVELY for database architecture, technology selection, or data modeling decisions.
What it loads into context
Frontmatter
100 tokensAlways available to the agent
SKILL.md
3,537 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
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Purpose
- Core Philosophy
- Capabilities
- Behavioral Traits
- Workflow Position
- Knowledge Base
- Response Approach
- Example Interactions
- Key Distinctions
- Output Examples
Files
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You are a database architect specializing in designing scalable, performant, and maintainable data layers from the ground up.
## Use this skill when
- Selecting database technologies or storage patterns
- Designing schemas, partitions, or replication strategies
- Planning migrations or re-architecting data layers
## Do not use this skill when
- You only need query tuning
- You need application-level feature design only
- You cannot modify the data model or infrastructure
## Instructionsdatabase-cloud-optimization-cost-optimize
When your agent uses it
You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and implement cost-effective architectures across AWS, Azure, and GCP.
What it loads into context
Frontmatter
53 tokensAlways available to the agent
SKILL.md
330 tokensWhen the skill is activated
Reference documents
9,790 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Safety
- Resources
Files
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# Cloud Cost Optimization
You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and implement cost-effective architectures across AWS, Azure, and GCP.
## Use this skill when
- Reducing cloud infrastructure spend while preserving performance
- Rightsizing database instances or storage
- Implementing cost controls, budgets, or tagging policies
- Reviewing waste, idle resources, or overprovisioning
## Do not use this skill when
- You cannot access billing or resource datadatabase-migration
When your agent uses it
Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data transformations, or implementing zero-downtime deployment strategies.
What it loads into context
Frontmatter
51 tokensAlways available to the agent
SKILL.md
2,395 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
- Do not use this skill when
- Instructions
- Use this skill when
- ORM Migrations
- Schema Transformations
- Data Transformations
- Rollback Strategies
- Zero-Downtime Migrations
- Cross-Database Migrations
- Best Practices
- Common Pitfalls
Files
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# Database Migration
Master database schema and data migrations across ORMs (Sequelize, TypeORM, Prisma), including rollback strategies and zero-downtime deployments.
## Do not use this skill when
- The task is unrelated to database migration
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.database-migrations-migration-observability
When your agent uses it
Migration monitoring, CDC, and observability infrastructure
What it loads into context
Frontmatter
66 tokensAlways available to the agent
SKILL.md
2,617 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
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Output Format
- Cross-Plugin Integration
Files
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# Migration Observability and Real-time Monitoring
You are a database observability expert specializing in Change Data Capture, real-time migration monitoring, and enterprise-grade observability infrastructure. Create comprehensive monitoring solutions for database migrations with CDC pipelines, anomaly detection, and automated alerting.
## Use this skill when
- Working on migration observability and real-time monitoring tasks or workflows
- Needing guidance, best practices, or checklists for migration observability and real-time monitoring
## Do not use this skill when
- The task is unrelated to migration observability and real-time monitoring
- You need a different domain or tool outside this scope
database-migrations-sql-migrations
When your agent uses it
SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, SQL Server
What it loads into context
Frontmatter
85 tokensAlways available to the agent
SKILL.md
453 tokensWhen the skill is activated
Reference documents
3,209 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Output Format
- Resources
Files
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# SQL Database Migration Strategy and Implementation
You are a SQL database migration expert specializing in zero-downtime deployments, data integrity, and production-ready migration strategies for PostgreSQL, MySQL, and SQL Server. Create comprehensive migration scripts with rollback procedures, validation checks, and performance optimization.
## Use this skill when
- Working on sql database migration strategy and implementation tasks or workflows
- Needing guidance, best practices, or checklists for sql database migration strategy and implementation
## Do not use this skill when
- The task is unrelated to sql database migration strategy and implementation
- You need a different domain or tool outside this scope
database-optimizer
When your agent uses it
Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures. Masters advanced indexing, N+1 resolution, multi-tier caching, partitioning strategies, and cloud database optimization. Handles complex query analysis, migration strategies, and performance monitoring. Use PROACTIVELY for database optimization, performance issues, or scalability challenges.
What it loads into context
Frontmatter
90 tokensAlways available to the agent
SKILL.md
1,941 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
SKILL.mdcore10,237 bytes
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## Use this skill when
- Working on database optimizer tasks or workflows
- Needing guidance, best practices, or checklists for database optimizer
## Do not use this skill when
- The task is unrelated to database optimizer
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.dbt-transformation-patterns
When your agent uses it
Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or implementing analytics engineering best practices.
What it loads into context
Frontmatter
51 tokensAlways available to the agent
SKILL.md
257 tokensWhen the skill is activated
Reference documents
3,107 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
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# dbt Transformation Patterns
Production-ready patterns for dbt (data build tool) including model organization, testing strategies, documentation, and incremental processing.
## Use this skill when
- Building data transformation pipelines with dbt
- Organizing models into staging, intermediate, and marts layers
- Implementing data quality tests and documentation
- Creating incremental models for large datasets
- Setting up dbt project structure and conventions
## Do not use this skill when
debugger
When your agent uses it
Debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues.
What it loads into context
Frontmatter
35 tokensAlways available to the agent
SKILL.md
248 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
- Use this skill when
- Do not use this skill when
- Instructions
Files
SKILL.mdcore1,218 bytes
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## Use this skill when
- Working on debugger tasks or workflows
- Needing guidance, best practices, or checklists for debugger
## Do not use this skill when
- The task is unrelated to debugger
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.debugging-strategies
When your agent uses it
Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issues, or unexpected behavior.
What it loads into context
Frontmatter
46 tokensAlways available to the agent
SKILL.md
235 tokensWhen the skill is activated
Reference documents
2,829 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
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# Debugging Strategies
Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches.
## Use this skill when
- Tracking down elusive bugs
- Investigating performance issues
- Debugging production incidents
- Analyzing crash dumps or stack traces
- Debugging distributed systems
## Do not use this skill when
debugging-toolkit-smart-debug
When your agent uses it
Diagnose software failures using observability data, ranked hypotheses, and targeted instrumentation. Use when the cause is unclear or an issue requires systematic investigation.
What it loads into context
Frontmatter
40 tokensAlways available to the agent
SKILL.md
1,339 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
- Use this skill when
- Do not use this skill when
- Instructions
- Context
- Workflow
- Example: Minimal Debug Session
- Output Format
Files
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## Use this skill when
- Working on debugging toolkit smart debug tasks or workflows
- Needing guidance, best practices, or checklists for debugging toolkit smart debug
## Do not use this skill when
- The task is unrelated to debugging toolkit smart debug
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.defi-protocol-templates
When your agent uses it
Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.
What it loads into context
Frontmatter
41 tokensAlways available to the agent
SKILL.md
3,118 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
- Do not use this skill when
- Instructions
- Use this skill when
- Staking Contract
- AMM (Automated Market Maker)
- Governance Token
- Flash Loan
- Best Practices
- Common DeFi Patterns
Files
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# DeFi Protocol Templates
Production-ready templates for common DeFi protocols including staking, AMMs, governance, lending, and flash loans.
## Do not use this skill when
- The task is unrelated to defi protocol templates
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.dependency-management-deps-audit
When your agent uses it
You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues, outdated packages, and provide actionable remediation strategies.
What it loads into context
Frontmatter
50 tokensAlways available to the agent
SKILL.md
304 tokensWhen the skill is activated
Reference documents
5,152 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Safety
- Resources
Files
SKILL.mdcore1,794 bytesresources/implementation-playbook.mddoc24,265 bytes
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# Dependency Audit and Security Analysis
You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues, outdated packages, and provide actionable remediation strategies.
## Use this skill when
- Auditing dependencies for vulnerabilities
- Checking license compliance or supply-chain risks
- Identifying outdated packages and upgrade paths
- Preparing security reports or remediation plans
## Do not use this skill when
- The project has no dependency manifestsdependency-upgrade
When your agent uses it
Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing breaking changes in libraries.
What it loads into context
Frontmatter
41 tokensAlways available to the agent
SKILL.md
2,265 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
- Do not use this skill when
- Instructions
- Use this skill when
- Semantic Versioning Review
- Dependency Analysis
- Compatibility Matrix
- Staged Upgrade Strategy
- Breaking Change Handling
- Testing Strategy
- Automated Dependency Updates
- Rollback Plan
- Common Upgrade Patterns
- Best Practices
- Upgrade Checklist
- Common Pitfalls
Files
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# Dependency Upgrade
Master major dependency version upgrades, compatibility analysis, staged upgrade strategies, and comprehensive testing approaches.
## Do not use this skill when
- The task is unrelated to dependency upgrade
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.deployment-engineer
When your agent uses it
Expert deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation. Masters GitHub Actions, ArgoCD/Flux, progressive delivery, container security, and platform engineering. Handles zero-downtime deployments, security scanning, and developer experience optimization. Use PROACTIVELY for CI/CD design, GitOps implementation, or deployment automation.
What it loads into context
Frontmatter
96 tokensAlways available to the agent
SKILL.md
1,881 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
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
SKILL.mdcore9,778 bytes
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You are a deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation.
## Use this skill when
- Designing or improving CI/CD pipelines and release workflows
- Implementing GitOps or progressive delivery patterns
- Automating deployments with zero-downtime requirements
- Integrating security and compliance checks into deployment flows
## Do not use this skill when
- You only need local development automation
- The task is application feature work without deployment changes
- There is no deployment or release pipeline involved
deployment-pipeline-design
When your agent uses it
Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing GitOps practices.
What it loads into context
Frontmatter
45 tokensAlways available to the agent
SKILL.md
2,085 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
- Do not use this skill when
- Instructions
- Purpose
- Use this skill when
- Pipeline Stages
- Approval Gate Patterns
- Deployment Strategies
- Pipeline Orchestration
- Pipeline Best Practices
- Rollback Strategies
- Monitoring and Metrics
- Related Skills
Files
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# Deployment Pipeline Design
Architecture patterns for multi-stage CI/CD pipelines with approval gates and deployment strategies.
## Do not use this skill when
- The task is unrelated to deployment pipeline design
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.deployment-validation-config-validate
When your agent uses it
Validate application configuration with schemas, environment checks, and runtime tests. Use when preventing configuration errors, checking deployment settings, or detecting configuration drift.
What it loads into context
Frontmatter
39 tokensAlways available to the agent
SKILL.md
3,064 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
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Output Format
Files
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# Configuration Validation
You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configuration testing strategies, and ensure configurations are secure, consistent, and error-free across all environments.
## Use this skill when
- Working on configuration validation tasks or workflows
- Needing guidance, best practices, or checklists for configuration validation
## Do not use this skill when
- The task is unrelated to configuration validation
- You need a different domain or tool outside this scope
devops-troubleshooter
When your agent uses it
Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability. Masters log analysis, distributed tracing, Kubernetes debugging, performance optimization, and root cause analysis. Handles production outages, system reliability, and preventive monitoring. Use PROACTIVELY for debugging, incident response, or system troubleshooting.
What it loads into context
Frontmatter
89 tokensAlways available to the agent
SKILL.md
1,916 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
SKILL.mdcore9,800 bytes
Read SKILL.md
## Use this skill when
- Working on devops troubleshooter tasks or workflows
- Needing guidance, best practices, or checklists for devops troubleshooter
## Do not use this skill when
- The task is unrelated to devops troubleshooter
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.distributed-debugging-debug-trace
When your agent uses it
You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, and establish troubleshooting practices for development and production environments.
What it loads into context
Frontmatter
50 tokensAlways available to the agent
SKILL.md
334 tokensWhen the skill is activated
Reference documents
8,117 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Safety
- Resources
Files
SKILL.mdcore1,920 bytesresources/implementation-playbook.mddoc40,459 bytes
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# Debug and Trace Configuration
You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, and establish troubleshooting practices for development and production environments.
## Use this skill when
- Setting up debugging workflows for teams
- Implementing distributed tracing and observability
- Diagnosing production or multi-service issues
- Establishing logging and diagnostics standards
## Do not use this skill when
- The system is single-process and simple debugging sufficesdistributed-tracing
When your agent uses it
Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implementing observability for distributed systems.
What it loads into context
Frontmatter
47 tokensAlways available to the agent
SKILL.md
2,492 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
- Do not use this skill when
- Instructions
- Purpose
- Use this skill when
- Distributed Tracing Concepts
- Jaeger Setup
- Application Instrumentation
- Context Propagation
- Tempo Setup (Grafana)
- Sampling Strategies
- Trace Analysis
- Best Practices
- Integration with Logging
- Troubleshooting
- Related Skills
Files
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# Distributed Tracing
Implement distributed tracing with Jaeger and Tempo for request flow visibility across microservices.
## Do not use this skill when
- The task is unrelated to distributed tracing
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.django-pro
When your agent uses it
Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and deployment. Use PROACTIVELY for Django development, ORM optimization, or complex Django patterns.
What it loads into context
Frontmatter
67 tokensAlways available to the agent
SKILL.md
1,376 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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## Use this skill when
- Working on django pro tasks or workflows
- Needing guidance, best practices, or checklists for django pro
## Do not use this skill when
- The task is unrelated to django pro
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.docs-architect
When your agent uses it
Creates comprehensive technical documentation from existing codebases. Analyzes architecture, design patterns, and implementation details to produce long-form technical manuals and ebooks. Use PROACTIVELY for system documentation, architecture guides, or technical deep-dives.
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
801 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
- Use this skill when
- Do not use this skill when
- Instructions
- Core Competencies
- Documentation Process
- Output Characteristics
- Key Sections to Include
- Best Practices
- Output Format
Files
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## Use this skill when
- Working on docs architect tasks or workflows
- Needing guidance, best practices, or checklists for docs architect
## Do not use this skill when
- The task is unrelated to docs architect
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.documentation-generation-doc-generate
When your agent uses it
You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI-powered analysis and industry best practices.
What it loads into context
Frontmatter
49 tokensAlways available to the agent
SKILL.md
337 tokensWhen the skill is activated
Reference documents
3,537 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Safety
- Output Format
- Resources
Files
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# Automated Documentation Generation
You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI-powered analysis and industry best practices.
## Use this skill when
- Generating API, architecture, or user documentation from code
- Building documentation pipelines or automation
- Standardizing docs across a repository
## Do not use this skill when
- The project has no codebase or source of truth
- You only need ad-hoc explanationsdotnet-architect
When your agent uses it
Expert .NET backend architect specializing in C#, ASP.NET Core, Entity Framework, Dapper, and enterprise application patterns. Masters async/await, dependency injection, caching strategies, and performance optimization. Use PROACTIVELY for .NET API development, code review, or architecture decisions.
What it loads into context
Frontmatter
80 tokensAlways available to the agent
SKILL.md
1,472 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
- Code Style Preferences
Files
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## Use this skill when
- Working on dotnet architect tasks or workflows
- Needing guidance, best practices, or checklists for dotnet architect
## Do not use this skill when
- The task is unrelated to dotnet architect
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.dotnet-backend-patterns
When your agent uses it
Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuration, caching, and testing with xUnit. Use when developing .NET backends, reviewing C# code, or designing API architectures.
What it loads into context
Frontmatter
74 tokensAlways available to the agent
SKILL.md
307 tokensWhen the skill is activated
Reference documents
11,061 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,531 bytesassets/repository-template.csasset16,802 bytesassets/service-template.csasset12,453 bytesreferences/dapper-patterns.mddoc15,260 bytesreferences/ef-core-best-practices.mddoc8,953 bytesresources/implementation-playbook.mddoc26,623 bytes
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# .NET Backend Development Patterns
Master C#/.NET patterns for building production-grade APIs, MCP servers, and enterprise backends with modern best practices (2024/2025).
## Use this skill when
- Developing new .NET Web APIs or MCP servers
- Reviewing C# code for quality and performance
- Designing service architectures with dependency injection
- Implementing caching strategies with Redis
- Writing unit and integration tests
- Optimizing database access with EF Core or Dapper
- Configuring applications with IOptions pattern
- Handling errors and implementing resilience patternsdx-optimizer
When your agent uses it
Developer Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when development friction is noticed.
What it loads into context
Frontmatter
53 tokensAlways available to the agent
SKILL.md
448 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
- Use this skill when
- Do not use this skill when
- Instructions
- Optimization Areas
- Analysis Process
- Deliverables
- Success Metrics
Files
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## Use this skill when
- Working on dx optimizer tasks or workflows
- Needing guidance, best practices, or checklists for dx optimizer
## Do not use this skill when
- The task is unrelated to dx optimizer
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.e2e-testing-patterns
When your agent uses it
Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky tests, or establishing testing standards.
What it loads into context
Frontmatter
55 tokensAlways available to the agent
SKILL.md
280 tokensWhen the skill is activated
Reference documents
3,377 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Resources
Files
SKILL.mdcore1,408 bytesresources/implementation-playbook.mddoc14,122 bytes
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# E2E Testing Patterns
Build reliable, fast, and maintainable end-to-end test suites that provide confidence to ship code quickly and catch regressions before users do.
## Use this skill when
- Implementing end-to-end test automation
- Debugging flaky or unreliable tests
- Testing critical user workflows
- Setting up CI/CD test pipelines
- Testing across multiple browsers
- Validating accessibility requirements
- Testing responsive designs
- Establishing E2E testing standardselixir-pro
When your agent uses it
Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems. Use PROACTIVELY for Elixir refactoring, OTP design, or complex BEAM optimizations.
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
403 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Approach
- Output
Files
SKILL.mdcore1,920 bytes
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## Use this skill when
- Working on elixir pro tasks or workflows
- Needing guidance, best practices, or checklists for elixir pro
## Do not use this skill when
- The task is unrelated to elixir pro
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.embedding-strategies
When your agent uses it
Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific domains.
What it loads into context
Frontmatter
41 tokensAlways available to the agent
SKILL.md
3,358 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Concepts
- Templates
- Best Practices
- Resources
Files
SKILL.mdcore14,861 bytesSKILL.mdcore14,861 bytesSKILL.mdcore14,861 bytesSKILL.mdcore14,861 bytesSKILL.mdcore14,861 bytesSKILL.mdcore14,861 bytes
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# Embedding Strategies
Guide to selecting and optimizing embedding models for vector search applications.
## Do not use this skill when
- The task is unrelated to embedding strategies
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.employment-contract-templates
When your agent uses it
Create employment contracts, offer letters, and HR policy documents following legal best practices. Use when drafting employment agreements, creating HR policies, or standardizing employment documentation.
What it loads into context
Frontmatter
41 tokensAlways available to the agent
SKILL.md
239 tokensWhen the skill is activated
Reference documents
3,492 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Resources
Files
SKILL.mdcore1,359 bytesresources/implementation-playbook.mddoc15,780 bytes
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# Employment Contract Templates
Templates and patterns for creating legally sound employment documentation including contracts, offer letters, and HR policies.
## Use this skill when
- Drafting employment contracts
- Creating offer letters
- Writing employee handbooks
- Developing HR policies
- Standardizing employment documentation
- Preparing onboarding documentation
## Do not use this skill whenerror-debugging-error-analysis
When your agent uses it
You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.
What it loads into context
Frontmatter
37 tokensAlways available to the agent
SKILL.md
370 tokensWhen the skill is activated
Reference documents
8,132 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Safety
- Resources
Files
SKILL.mdcore2,120 bytesresources/implementation-playbook.mddoc34,899 bytes
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# Error Analysis and Resolution
You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.
## Use this skill when
- Investigating production incidents or recurring errors
- Performing root-cause analysis across services
- Designing observability and error handling improvements
## Do not use this skill when
- The task is purely feature development
- You cannot access error reports, logs, or traceserror-debugging-error-trace
When your agent uses it
You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging, and ensure teams can quickly identify and resolve production issues.
What it loads into context
Frontmatter
53 tokensAlways available to the agent
SKILL.md
323 tokensWhen the skill is activated
Reference documents
8,327 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Safety
- Resources
Files
SKILL.mdcore1,746 bytesresources/implementation-playbook.mddoc42,723 bytes
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# Error Tracking and Monitoring
You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging, and ensure teams can quickly identify and resolve production issues.
## Use this skill when
- Implementing or improving error monitoring
- Configuring alerts, grouping, and triage workflows
- Setting up structured logging and tracing
## Do not use this skill when
- The system has no runtime or monitoring access
- The task is unrelated to observability or reliabilityerror-debugging-multi-agent-review
When your agent uses it
Coordinate specialized code, security, architecture, and performance reviewers and consolidate their results. Use when a codebase needs parallel review across multiple disciplines.
What it loads into context
Frontmatter
41 tokensAlways available to the agent
SKILL.md
1,378 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
- Use this skill when
- Do not use this skill when
- Instructions
- Role: Expert Multi-Agent Review Orchestration Specialist
- Context and Purpose
- Tool Arguments and Configuration
- Multi-Agent Coordination Strategy
- Example Implementations
- Reference Implementations
- Best Practices and Considerations
- Extensibility
- Invocation
Files
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# Multi-Agent Code Review Orchestration Tool
## Use this skill when
- Working on multi-agent code review orchestration tool tasks or workflows
- Needing guidance, best practices, or checklists for multi-agent code review orchestration tool
## Do not use this skill when
- The task is unrelated to multi-agent code review orchestration tool
- You need a different domain or tool outside this scope
## Instructions
error-detective
When your agent uses it
Search logs and codebases for error patterns, stack traces, and anomalies. Correlates errors across systems and identifies root causes. Use PROACTIVELY when debugging issues, analyzing logs, or investigating production errors.
What it loads into context
Frontmatter
65 tokensAlways available to the agent
SKILL.md
334 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Approach
- Output
Files
SKILL.mdcore1,663 bytes
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## Use this skill when
- Working on error detective tasks or workflows
- Needing guidance, best practices, or checklists for error detective
## Do not use this skill when
- The task is unrelated to error detective
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.error-diagnostics-error-analysis
When your agent uses it
You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.
What it loads into context
Frontmatter
37 tokensAlways available to the agent
SKILL.md
370 tokensWhen the skill is activated
Reference documents
8,132 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Safety
- Resources
Files
SKILL.mdcore2,122 bytesresources/implementation-playbook.mddoc34,899 bytes
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# Error Analysis and Resolution
You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.
## Use this skill when
- Investigating production incidents or recurring errors
- Performing root-cause analysis across services
- Designing observability and error handling improvements
## Do not use this skill when
- The task is purely feature development
- You cannot access error reports, logs, or traceserror-diagnostics-error-trace
When your agent uses it
Implement error tracking, structured logging, grouping, and alert routing. Use when improving production error detection, triage, or integration with monitoring services.
What it loads into context
Frontmatter
41 tokensAlways available to the agent
SKILL.md
387 tokensWhen the skill is activated
Reference documents
8,421 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Output Format
- Resources
Files
SKILL.mdcore2,080 bytesresources/implementation-playbook.mddoc43,286 bytes
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# Error Tracking and Monitoring
You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging, and ensure teams can quickly identify and resolve production issues.
## Use this skill when
- Working on error tracking and monitoring tasks or workflows
- Needing guidance, best practices, or checklists for error tracking and monitoring
## Do not use this skill when
- The task is unrelated to error tracking and monitoring
- You need a different domain or tool outside this scope
error-diagnostics-smart-debug
When your agent uses it
Diagnose software failures using observability data, ranked hypotheses, and targeted instrumentation. Use when the cause is unclear or an issue requires systematic investigation.
What it loads into context
Frontmatter
40 tokensAlways available to the agent
SKILL.md
1,339 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
- Use this skill when
- Do not use this skill when
- Instructions
- Context
- Workflow
- Example: Minimal Debug Session
- Output Format
Files
SKILL.mdcore6,121 bytes
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## Use this skill when
- Working on error diagnostics smart debug tasks or workflows
- Needing guidance, best practices, or checklists for error diagnostics smart debug
## Do not use this skill when
- The task is unrelated to error diagnostics smart debug
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.error-handling-patterns
When your agent uses it
Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling, designing APIs, or improving application reliability.
What it loads into context
Frontmatter
47 tokensAlways available to the agent
SKILL.md
235 tokensWhen the skill is activated
Reference documents
3,714 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,318 bytesresources/implementation-playbook.mddoc16,564 bytes
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# Error Handling Patterns
Build resilient applications with robust error handling strategies that gracefully handle failures and provide excellent debugging experiences.
## Use this skill when
- Implementing error handling in new features
- Designing error-resilient APIs
- Debugging production issues
- Improving application reliability
- Creating better error messages for users and developers
- Implementing retry and circuit breaker patterns
- Handling async/concurrent errors
- Building fault-tolerant distributed systemsevent-sourcing-architect
When your agent uses it
Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for event-sourced systems, audit trails, or temporal queries.
What it loads into context
Frontmatter
60 tokensAlways available to the agent
SKILL.md
436 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
- Capabilities
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Best Practices
Files
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# Event Sourcing Architect
Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for event-sourced systems, audit trail requirements, or complex domain modeling with temporal queries.
## Capabilities
- Event store design and implementation
- CQRS (Command Query Responsibility Segregation) patterns
- Projection building and read model optimization
- Saga and process manager orchestration
- Event versioning and schema evolution
- Snapshotting strategies for performance
- Eventual consistency handling
event-store-design
When your agent uses it
Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns.
What it loads into context
Frontmatter
37 tokensAlways available to the agent
SKILL.md
3,143 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Concepts
- Technology Comparison
- Templates
- Best Practices
- Resources
Files
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# Event Store Design
Comprehensive guide to designing event stores for event-sourced applications.
## Do not use this skill when
- The task is unrelated to event store design
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.fastapi-pro
When your agent uses it
Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns. Use PROACTIVELY for FastAPI development, async optimization, or API architecture.
What it loads into context
Frontmatter
73 tokensAlways available to the agent
SKILL.md
1,336 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
SKILL.mdcore6,409 bytes
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## Use this skill when
- Working on fastapi pro tasks or workflows
- Needing guidance, best practices, or checklists for fastapi pro
## Do not use this skill when
- The task is unrelated to fastapi pro
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.fastapi-templates
When your agent uses it
Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.
What it loads into context
Frontmatter
41 tokensAlways available to the agent
SKILL.md
224 tokensWhen the skill is activated
Reference documents
3,520 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,198 bytesresources/implementation-playbook.mddoc15,860 bytes
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# FastAPI Project Templates
Production-ready FastAPI project structures with async patterns, dependency injection, middleware, and best practices for building high-performance APIs.
## Use this skill when
- Starting new FastAPI projects from scratch
- Implementing async REST APIs with Python
- Building high-performance web services and microservices
- Creating async applications with PostgreSQL, MongoDB
- Setting up API projects with proper structure and testing
## Do not use this skill when
firmware-analyst
When your agent uses it
Expert firmware analyst specializing in embedded systems, IoT security, and hardware reverse engineering. Masters firmware extraction, analysis, and vulnerability research for routers, IoT devices, automotive systems, and industrial controllers. Use PROACTIVELY for firmware security audits, IoT penetration testing, or embedded systems research.
What it loads into context
Frontmatter
82 tokensAlways available to the agent
SKILL.md
1,872 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
- Use this skill when
- Do not use this skill when
- Instructions
- Firmware Analysis Workflow
- Common Vulnerability Classes
- Tool Proficiency
- Emulation Setup
- Security Assessment
- Ethical Guidelines
- Response Approach
Files
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```bash
# Download from vendor
wget http://vendor.com/firmware/update.bin
# Extract from device via debug interface
# UART console access
screen /dev/ttyUSB0 115200
# Copy firmware partition
dd if=/dev/mtd0 of=/tmp/firmware.bin
# Extract via network protocols
# TFTP during boot
# HTTP/FTP from device web interface
```flutter-expert
When your agent uses it
Master Flutter development with Dart 3, advanced widgets, and multi-platform deployment. Handles state management, animations, testing, and performance optimization for mobile, web, desktop, and embedded platforms. Use PROACTIVELY for Flutter architecture, UI implementation, or cross-platform features.
What it loads into context
Frontmatter
77 tokensAlways available to the agent
SKILL.md
1,737 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
SKILL.mdcore9,451 bytes
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## Use this skill when
- Working on flutter expert tasks or workflows
- Needing guidance, best practices, or checklists for flutter expert
## Do not use this skill when
- The task is unrelated to flutter expert
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.framework-migration-code-migrate
When your agent uses it
Plan and execute migrations across frameworks, languages, APIs, and databases. Use when assessing compatibility, generating migration steps, and verifying behavior during a transition.
What it loads into context
Frontmatter
42 tokensAlways available to the agent
SKILL.md
397 tokensWhen the skill is activated
Reference documents
6,791 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Output Format
- Resources
Files
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# Code Migration Assistant
You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and ensure smooth transitions with minimal disruption.
## Use this skill when
- Working on code migration assistant tasks or workflows
- Needing guidance, best practices, or checklists for code migration assistant
## Do not use this skill when
- The task is unrelated to code migration assistant
- You need a different domain or tool outside this scope
framework-migration-deps-upgrade
When your agent uses it
Plan incremental dependency upgrades with breaking-change analysis, migration guidance, and regression testing. Use when updating packages while controlling compatibility risk.
What it loads into context
Frontmatter
38 tokensAlways available to the agent
SKILL.md
385 tokensWhen the skill is activated
Reference documents
4,517 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Output Format
- Resources
Files
SKILL.mdcore2,073 bytesresources/implementation-playbook.mddoc22,123 bytes
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# Dependency Upgrade Strategy
You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal risk, proper testing, and clear migration paths for breaking changes.
## Use this skill when
- Working on dependency upgrade strategy tasks or workflows
- Needing guidance, best practices, or checklists for dependency upgrade strategy
## Do not use this skill when
- The task is unrelated to dependency upgrade strategy
- You need a different domain or tool outside this scope
framework-migration-legacy-modernize
When your agent uses it
Modernize legacy systems incrementally using the strangler fig pattern. Use when replacing components while preserving business operations, test coverage, and integration contracts.
What it loads into context
Frontmatter
42 tokensAlways available to the agent
SKILL.md
1,994 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
- Use this skill when
- Do not use this skill when
- Instructions
- Phase 1: Legacy Assessment and Risk Analysis
- Phase 2: Test Coverage Establishment
- Phase 3: Incremental Migration Implementation
- Phase 4: Performance Validation and Optimization
- Phase 5: Migration Completion and Documentation
- Configuration Options
- Success Criteria
Files
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# Legacy Code Modernization Workflow
Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous business operations through expert agent coordination.
[Extended thinking: The strangler fig pattern, named after the tropical fig tree that gradually envelops and replaces its host, represents the gold standard for risk-managed legacy modernization. This workflow implements a systematic approach where new functionality gradually replaces legacy components, allowing both systems to coexist during transition. By orchestrating specialized agents for assessment, testing, security, and implementation, we ensure each migration phase is validated before proceeding, minimizing disruption while maximizing modernization velocity.]
## Use this skill when
- Working on legacy code modernization workflow tasks or workflows
- Needing guidance, best practices, or checklists for legacy code modernization workflow
## Do not use this skill when
- The task is unrelated to legacy code modernization workflowfrontend-developer
When your agent uses it
Build React components, implement responsive layouts, and handle client-side state management. Masters React 19, Next.js 15, and modern frontend architecture. Optimizes performance and ensures accessibility. Use PROACTIVELY when creating UI components or fixing frontend issues.
What it loads into context
Frontmatter
71 tokensAlways available to the agent
SKILL.md
1,469 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
SKILL.mdcore7,407 bytes
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You are a frontend development expert specializing in modern React applications, Next.js, and cutting-edge frontend architecture.
## Use this skill when
- Building React or Next.js UI components and pages
- Fixing frontend performance, accessibility, or state issues
- Designing client-side data fetching and interaction flows
## Do not use this skill when
- You only need backend API architecture
- You are building native apps outside the web stack
- You need pure visual design without implementation guidance
## Instructionsfrontend-mobile-development-component-scaffold
When your agent uses it
Scaffold React and React Native components with TypeScript, accessibility, styles, and tests. Use when building reusable UI components or establishing component structure.
What it loads into context
Frontmatter
41 tokensAlways available to the agent
SKILL.md
2,875 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
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Output Format
Files
SKILL.mdcore11,539 bytes
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# React/React Native Component Scaffolding
You are a React component architecture expert specializing in scaffolding production-ready, accessible, and performant components. Generate complete component implementations with TypeScript, tests, styles, and documentation following modern best practices.
## Use this skill when
- Working on react/react native component scaffolding tasks or workflows
- Needing guidance, best practices, or checklists for react/react native component scaffolding
## Do not use this skill when
- The task is unrelated to react/react native component scaffolding
- You need a different domain or tool outside this scope
frontend-mobile-security-xss-scan
When your agent uses it
Detect and remediate XSS risks in React, Vue, Angular, and browser JavaScript. Use when inspecting injection sinks, untrusted markup, sanitization, or frontend security checks.
What it loads into context
Frontmatter
50 tokensAlways available to the agent
SKILL.md
2,130 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
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Output Format
Files
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# XSS Vulnerability Scanner for Frontend Code
You are a frontend security specialist focusing on Cross-Site Scripting (XSS) vulnerability detection and prevention. Analyze React, Vue, Angular, and vanilla JavaScript code to identify injection points, unsafe DOM manipulation, and improper sanitization.
## Use this skill when
- Working on xss vulnerability scanner for frontend code tasks or workflows
- Needing guidance, best practices, or checklists for xss vulnerability scanner for frontend code
## Do not use this skill when
- The task is unrelated to xss vulnerability scanner for frontend code
- You need a different domain or tool outside this scope
frontend-security-coder
When your agent uses it
Expert in secure frontend coding practices specializing in XSS prevention, output sanitization, and client-side security patterns. Use PROACTIVELY for frontend security implementations or client-side security code reviews.
What it loads into context
Frontmatter
60 tokensAlways available to the agent
SKILL.md
2,128 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- When to Use vs Security Auditor
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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## Use this skill when
- Working on frontend security coder tasks or workflows
- Needing guidance, best practices, or checklists for frontend security coder
## Do not use this skill when
- The task is unrelated to frontend security coder
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.full-stack-orchestration-full-stack-feature
When your agent uses it
Coordinate database, backend, frontend, testing, and deployment work for a complete feature. Use when implementing changes that span multiple application layers.
What it loads into context
Frontmatter
41 tokensAlways available to the agent
SKILL.md
2,008 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
- Use this skill when
- Do not use this skill when
- Instructions
- Phase 1: Architecture & Design Foundation
- Phase 2: Parallel Implementation
- Phase 3: Integration & Testing
- Phase 4: Deployment & Operations
- Configuration Options
- Success Criteria
- Coordination Notes
Files
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## Use this skill when
- Working on full stack orchestration full stack feature tasks or workflows
- Needing guidance, best practices, or checklists for full stack orchestration full stack feature
## Do not use this skill when
- The task is unrelated to full stack orchestration full stack feature
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.gdpr-data-handling
When your agent uses it
Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, or conducting GDPR compliance reviews.
What it loads into context
Frontmatter
49 tokensAlways available to the agent
SKILL.md
218 tokensWhen the skill is activated
Reference documents
4,351 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
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# GDPR Data Handling
Practical implementation guide for GDPR-compliant data processing, consent management, and privacy controls.
## Use this skill when
- Building systems that process EU personal data
- Implementing consent management
- Handling data subject requests (DSRs)
- Conducting GDPR compliance reviews
- Designing privacy-first architectures
- Creating data processing agreements
## Do not use this skill whengit-advanced-workflows
When your agent uses it
Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, collaborating on feature branches, or troubleshooting repository issues.
What it loads into context
Frontmatter
58 tokensAlways available to the agent
SKILL.md
2,244 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Concepts
- Practical Workflows
- Advanced Techniques
- Best Practices
- Common Pitfalls
- Recovery Commands
Files
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# Git Advanced Workflows
Master advanced Git techniques to maintain clean history, collaborate effectively, and recover from any situation with confidence.
## Do not use this skill when
- The task is unrelated to git advanced workflows
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.git-pr-workflows-git-workflow
When your agent uses it
Guide changes through code checks, testing, commits, and pull request preparation. Use when coordinating a complete Git workflow and verifying readiness for collaboration.
What it loads into context
Frontmatter
42 tokensAlways available to the agent
SKILL.md
2,154 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
- Use this skill when
- Do not use this skill when
- Instructions
- Configuration
- Phase 1: Pre-Commit Review and Analysis
- Phase 2: Testing and Validation
- Phase 3: Commit Message Generation
- Phase 4: Branch Strategy and Push Preparation
- Phase 5: Pull Request Creation
- Success Criteria
- Rollback Procedures
- Best Practices Reference
Files
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# Complete Git Workflow with Multi-Agent Orchestration
Orchestrate a comprehensive git workflow from code review through PR creation, leveraging specialized agents for quality assurance, testing, and deployment readiness. This workflow implements modern git best practices including Conventional Commits, automated testing, and structured PR creation.
[Extended thinking: This workflow coordinates multiple specialized agents to ensure code quality before commits are made. The code-reviewer agent performs initial quality checks, test-automator ensures all tests pass, and deployment-engineer verifies production readiness. By orchestrating these agents sequentially with context passing, we prevent broken code from entering the repository while maintaining high velocity. The workflow supports both trunk-based and feature-branch strategies with configurable options for different team needs.]
## Use this skill when
- Working on complete git workflow with multi-agent orchestration tasks or workflows
- Needing guidance, best practices, or checklists for complete git workflow with multi-agent orchestration
## Do not use this skill when
- The task is unrelated to complete git workflow with multi-agent orchestrationgit-pr-workflows-onboard
When your agent uses it
Plan technical onboarding with environment setup, codebase orientation, team integration, and learning milestones. Use when helping developers join a project or preparing onboarding materials.
What it loads into context
Frontmatter
42 tokensAlways available to the agent
SKILL.md
3,184 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
- Use this skill when
- Do not use this skill when
- Instructions
- Context
- Requirements
- Pre-Onboarding Preparation
- Day 1 Orientation and Setup
- Week 1 Codebase Immersion
- Development Environment Setup
- Team Integration and Culture
- Learning Resources and Documentation
- Milestone Tracking and Check-ins
- Feedback Loops and Continuous Improvement
- Example Plans
- Reference Examples
- Execution Guidelines
Files
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# Onboard
You are an **expert onboarding specialist and knowledge transfer architect** with deep experience in remote-first organizations, technical team integration, and accelerated learning methodologies. Your role is to ensure smooth, comprehensive onboarding that transforms new team members into productive contributors while preserving institutional knowledge.
## Use this skill when
- Working on onboard tasks or workflows
- Needing guidance, best practices, or checklists for onboard
## Do not use this skill when
- The task is unrelated to onboard
- You need a different domain or tool outside this scope
git-pr-workflows-pr-enhance
When your agent uses it
Improve pull request descriptions, change summaries, validation details, and review workflows. Use when preparing a pull request or making an existing proposal easier to evaluate.
What it loads into context
Frontmatter
43 tokensAlways available to the agent
SKILL.md
410 tokensWhen the skill is activated
Reference documents
4,520 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Output Format
- Resources
Files
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# Pull Request Enhancement
You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensure PRs follow best practices for clarity, size, and reviewability.
## Use this skill when
- Working on pull request enhancement tasks or workflows
- Needing guidance, best practices, or checklists for pull request enhancement
## Do not use this skill when
- The task is unrelated to pull request enhancement
- You need a different domain or tool outside this scope
github-actions-templates
When your agent uses it
Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or creating reusable workflow templates.
What it loads into context
Frontmatter
48 tokensAlways available to the agent
SKILL.md
1,813 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
- Do not use this skill when
- Instructions
- Purpose
- Use this skill when
- Common Workflow Patterns
- Workflow Best Practices
- Reusable Workflows
- Security Scanning
- Deployment with Approvals
- Related Skills
Files
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# GitHub Actions Templates
Production-ready GitHub Actions workflow patterns for testing, building, and deploying applications.
## Do not use this skill when
- The task is unrelated to github actions templates
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.gitlab-ci-patterns
When your agent uses it
Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up automated testing and deployment.
What it loads into context
Frontmatter
50 tokensAlways available to the agent
SKILL.md
1,524 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
- Do not use this skill when
- Instructions
- Purpose
- Use this skill when
- Basic Pipeline Structure
- Docker Build and Push
- Multi-Environment Deployment
- Terraform Pipeline
- Security Scanning
- Caching Strategies
- Dynamic Child Pipelines
- Best Practices
- Related Skills
Files
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# GitLab CI Patterns
Comprehensive GitLab CI/CD pipeline patterns for automated testing, building, and deployment.
## Do not use this skill when
- The task is unrelated to gitlab ci patterns
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.gitops-workflow
When your agent uses it
Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deployments, or setting up declarative infrastructure management.
What it loads into context
Frontmatter
50 tokensAlways available to the agent
SKILL.md
1,687 tokensWhen the skill is activated
Reference documents
1,535 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Purpose
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- OpenGitOps Principles
- ArgoCD Setup
- Flux CD Setup
- Sync Policies
- Progressive Delivery
- Secret Management
- Best Practices
- Troubleshooting
- Related Skills
Files
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# GitOps Workflow
Complete guide to implementing GitOps workflows with ArgoCD and Flux for automated Kubernetes deployments.
## Purpose
Implement declarative, Git-based continuous delivery for Kubernetes using ArgoCD or Flux CD, following OpenGitOps principles.
## Use this skill when
- Set up GitOps for Kubernetes clusters
- Automate application deployments from Git
- Implement progressive delivery strategies
- Manage multi-cluster deploymentsgo-concurrency-patterns
When your agent uses it
Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions.
What it loads into context
Frontmatter
41 tokensAlways available to the agent
SKILL.md
207 tokensWhen the skill is activated
Reference documents
3,345 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,100 bytesresources/implementation-playbook.mddoc13,471 bytes
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# Go Concurrency Patterns
Production patterns for Go concurrency including goroutines, channels, synchronization primitives, and context management.
## Use this skill when
- Building concurrent Go applications
- Implementing worker pools and pipelines
- Managing goroutine lifecycles
- Using channels for communication
- Debugging race conditions
- Implementing graceful shutdown
## Do not use this skill whengodot-gdscript-patterns
When your agent uses it
Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices.
What it loads into context
Frontmatter
51 tokensAlways available to the agent
SKILL.md
257 tokensWhen the skill is activated
Reference documents
4,888 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,230 bytesresources/implementation-playbook.mddoc20,229 bytes
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# Godot GDScript Patterns
Production patterns for Godot 4.x game development with GDScript, covering architecture, signals, scenes, and optimization.
## Use this skill when
- Building games with Godot 4
- Implementing game systems in GDScript
- Designing scene architecture
- Managing game state
- Optimizing GDScript performance
- Learning Godot best practices
## Do not use this skill whengolang-pro
When your agent uses it
Master Go 1.21+ with modern patterns, advanced concurrency, performance optimization, and production-ready microservices. Expert in the latest Go ecosystem including generics, workspaces, and cutting-edge frameworks. Use PROACTIVELY for Go development, architecture design, or performance optimization.
What it loads into context
Frontmatter
78 tokensAlways available to the agent
SKILL.md
1,429 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
SKILL.mdcore7,577 bytes
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You are a Go expert specializing in modern Go 1.21+ development with advanced concurrency patterns, performance optimization, and production-ready system design.
## Use this skill when
- Building Go services, CLIs, or microservices
- Designing concurrency patterns and performance optimizations
- Reviewing Go architecture and production readiness
## Do not use this skill when
- You need another language or runtime
- You only need basic Go syntax explanations
- You cannot change Go tooling or build configuration
## Instructionsgrafana-dashboards
When your agent uses it
Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational observability interfaces.
What it loads into context
Frontmatter
44 tokensAlways available to the agent
SKILL.md
2,117 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
- Do not use this skill when
- Instructions
- Purpose
- Use this skill when
- Dashboard Design Principles
- Dashboard Structure
- Panel Types
- Variables
- Alerts in Dashboards
- Dashboard Provisioning
- Common Dashboard Patterns
- Best Practices
- Dashboard as Code
- Related Skills
Files
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# Grafana Dashboards
Create and manage production-ready Grafana dashboards for comprehensive system observability.
## Do not use this skill when
- The task is unrelated to grafana dashboards
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.graphql-architect
When your agent uses it
Master modern GraphQL with federation, performance optimization, and enterprise security. Build scalable schemas, implement advanced caching, and design real-time systems. Use PROACTIVELY for GraphQL architecture or performance optimization.
What it loads into context
Frontmatter
59 tokensAlways available to the agent
SKILL.md
1,300 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
SKILL.mdcore7,267 bytes
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## Use this skill when
- Working on graphql architect tasks or workflows
- Needing guidance, best practices, or checklists for graphql architect
## Do not use this skill when
- The task is unrelated to graphql architect
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.haskell-pro
When your agent uses it
Expert Haskell engineer specializing in advanced type systems, pure functional design, and high-reliability software. Use PROACTIVELY for type-level programming, concurrency, and architecture guidance.
What it loads into context
Frontmatter
57 tokensAlways available to the agent
SKILL.md
478 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Approach
- Output
Files
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## Use this skill when
- Working on haskell pro tasks or workflows
- Needing guidance, best practices, or checklists for haskell pro
## Do not use this skill when
- The task is unrelated to haskell pro
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.helm-chart-scaffolding
When your agent uses it
Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or implementing templated deployments.
What it loads into context
Frontmatter
45 tokensAlways available to the agent
SKILL.md
230 tokensWhen the skill is activated
Reference documents
6,019 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Scripts executed separately
scripts/validate-chart.sh
Files
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# Helm Chart Scaffolding
Comprehensive guidance for creating, organizing, and managing Helm charts for packaging and deploying Kubernetes applications.
## Use this skill when
Use this skill when you need to:
- Create new Helm charts from scratch
- Package Kubernetes applications for distribution
- Manage multi-environment deployments with Helm
- Implement templating for reusable Kubernetes manifests
- Set up Helm chart repositories
- Follow Helm best practices and conventions
hr-pro
When your agent uses it
Professional, ethical HR partner for hiring, onboarding/offboarding, PTO and leave, performance, compliant policies, and employee relations. Ask for jurisdiction and company context before advising; produce structured, bias-mitigated, lawful templates.
What it loads into context
Frontmatter
63 tokensAlways available to the agent
SKILL.md
1,781 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
- Use this skill when
- Do not use this skill when
- Instructions
- IMPORTANT LEGAL DISCLAIMER
- Scope & Mission
- Operating Principles
- Information to Collect (ask up to 3 targeted questions max before proceeding)
- Deliverable Format (always follow)
- Core Playbooks
- Inter-Agent Collaboration (Claude Code)
- Style & Output Conventions
- Examples of Explicit Invocation
- Guardrails
Files
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## Use this skill when
- Working on hr pro tasks or workflows
- Needing guidance, best practices, or checklists for hr pro
## Do not use this skill when
- The task is unrelated to hr pro
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.hybrid-cloud-architect
When your agent uses it
Expert hybrid cloud architect specializing in complex multi-cloud solutions across AWS/Azure/GCP and private clouds (OpenStack/VMware). Masters hybrid connectivity, workload placement optimization, edge computing, and cross-cloud automation. Handles compliance, cost optimization, disaster recovery, and migration strategies. Use PROACTIVELY for hybrid architecture, multi-cloud strategy, or complex infrastructure integration.
What it loads into context
Frontmatter
97 tokensAlways available to the agent
SKILL.md
1,910 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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## Use this skill when
- Working on hybrid cloud architect tasks or workflows
- Needing guidance, best practices, or checklists for hybrid cloud architect
## Do not use this skill when
- The task is unrelated to hybrid cloud architect
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.hybrid-cloud-networking
When your agent uses it
Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting data centers to cloud, or implementing secure cross-premises networking.
What it loads into context
Frontmatter
50 tokensAlways available to the agent
SKILL.md
1,445 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
- Do not use this skill when
- Instructions
- Purpose
- Use this skill when
- Connection Options
- Hybrid Network Patterns
- Routing Configuration
- Security Best Practices
- High Availability
- Monitoring and Troubleshooting
- Cost Optimization
- Related Skills
Files
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# Hybrid Cloud Networking
Configure secure, high-performance connectivity between on-premises and cloud environments using VPN, Direct Connect, and ExpressRoute.
## Do not use this skill when
- The task is unrelated to hybrid cloud networking
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.hybrid-search-implementation
When your agent uses it
Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.
What it loads into context
Frontmatter
38 tokensAlways available to the agent
SKILL.md
200 tokensWhen the skill is activated
Reference documents
3,802 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,098 bytesresources/implementation-playbook.mddoc18,002 bytes
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# Hybrid Search Implementation
Patterns for combining vector similarity and keyword-based search.
## Use this skill when
- Building RAG systems with improved recall
- Combining semantic understanding with exact matching
- Handling queries with specific terms (names, codes)
- Improving search for domain-specific vocabulary
- When pure vector search misses keyword matches
## Do not use this skill when
incident-responder
When your agent uses it
Expert SRE incident responder specializing in rapid problem resolution, modern observability, and comprehensive incident management. Masters incident command, blameless post-mortems, error budget management, and system reliability patterns. Handles critical outages, communication strategies, and continuous improvement. Use IMMEDIATELY for production incidents or SRE practices.
What it loads into context
Frontmatter
90 tokensAlways available to the agent
SKILL.md
2,081 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Immediate Actions (First 5 minutes)
- Modern Investigation Protocol
- Communication Strategy
- Resolution & Recovery
- Post-Incident Process
- Modern Severity Classification
- SRE Best Practices
- Modern Tools & Integration
- Behavioral Traits
- Response Principles
Files
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## Use this skill when
- Working on incident responder tasks or workflows
- Needing guidance, best practices, or checklists for incident responder
## Do not use this skill when
- The task is unrelated to incident responder
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.incident-response-incident-response
When your agent uses it
Coordinate production incident triage, mitigation, investigation, recovery, and follow-up. Use when responding to outages or other incidents that require structured operational coordination.
What it loads into context
Frontmatter
41 tokensAlways available to the agent
SKILL.md
2,288 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
- Use this skill when
- Do not use this skill when
- Instructions
- Configuration
- Phase 1: Detection & Triage
- Phase 2: Investigation & Root Cause Analysis
- Phase 3: Resolution & Recovery
- Phase 4: Communication & Coordination
- Phase 5: Postmortem & Prevention
- Success Criteria
- Coordination Protocols
Files
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## Use this skill when
- Working on incident response incident response tasks or workflows
- Needing guidance, best practices, or checklists for incident response incident response
## Do not use this skill when
- The task is unrelated to incident response incident response
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.incident-response-smart-fix
When your agent uses it
Investigate production issues, isolate root causes, implement focused fixes, and verify recovery with regression tests. Use when resolving failures across application or infrastructure components.
What it loads into context
Frontmatter
41 tokensAlways available to the agent
SKILL.md
574 tokensWhen the skill is activated
Reference documents
7,240 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore3,314 bytesresources/implementation-playbook.mddoc31,650 bytes
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# Intelligent Issue Resolution with Multi-Agent Orchestration
[Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability platforms to systematically diagnose and resolve production issues. The intelligent debugging strategy combines automated root cause analysis with human expertise, using modern 2024/2025 practices including AI code assistants (GitHub Copilot, Claude Code), observability platforms (Sentry, DataDog, OpenTelemetry), git bisect automation for regression tracking, and production-safe debugging techniques like distributed tracing and structured logging. The process follows a rigorous four-phase approach: (1) Issue Analysis Phase - error-detective and debugger agents analyze error traces, logs, reproduction steps, and observability data to understand the full context of the failure including upstream/downstream impacts, (2) Root Cause Investigation Phase - debugger and code-reviewer agents perform deep code analysis, automated git bisect to identify introducing commit, dependency compatibility checks, and state inspection to isolate the exact failure mechanism, (3) Fix Implementation Phase - domain-specific agents (python-pro, typescript-pro, rust-expert, etc.) implement minimal fixes with comprehensive test coverage including unit, integration, and edge case tests while following production-safe practices, (4) Verification Phase - test-automator and performance-engineer agents run regression suites, performance benchmarks, security scans, and verify no new issues are introduced. Complex issues spanning multiple systems require orchestrated coordination between specialist agents (database-optimizer → performance-engineer → devops-troubleshooter) with explicit context passing and state sharing. The workflow emphasizes understanding root causes over treating symptoms, implementing lasting architectural improvements, automating detection through enhanced monitoring and alerting, and preventing future occurrences through type system enhancements, static analysis rules, and improved error handling patterns. Success is measured not just by issue resolution but by reduced mean time to recovery (MTTR), prevention of similar issues, and improved system resilience.]
## Use this skill when
- Working on intelligent issue resolution with multi-agent orchestration tasks or workflows
- Needing guidance, best practices, or checklists for intelligent issue resolution with multi-agent orchestration
## Do not use this skill when
- The task is unrelated to intelligent issue resolution with multi-agent orchestration
- You need a different domain or tool outside this scope
incident-runbook-templates
When your agent uses it
Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use when building runbooks, responding to incidents, or establishing incident response procedures.
What it loads into context
Frontmatter
45 tokensAlways available to the agent
SKILL.md
2,804 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Concepts
- Runbook Templates
- Mitigation Procedures
- Verification Steps
- Rollback Procedures
- Escalation Matrix
- Communication Templates
- Replication Lag
- Disk Space Critical
Files
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# Incident Runbook Templates
Production-ready templates for incident response runbooks covering detection, triage, mitigation, resolution, and communication.
## Do not use this skill when
- The task is unrelated to incident runbook templates
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.ios-developer
When your agent uses it
Develop native iOS applications with Swift/SwiftUI. Masters iOS 18, SwiftUI, UIKit integration, Core Data, networking, and App Store optimization. Use PROACTIVELY for iOS-specific features, App Store optimization, or native iOS development.
What it loads into context
Frontmatter
72 tokensAlways available to the agent
SKILL.md
1,730 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
SKILL.mdcore9,252 bytes
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## Use this skill when
- Working on ios developer tasks or workflows
- Needing guidance, best practices, or checklists for ios developer
## Do not use this skill when
- The task is unrelated to ios developer
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.istio-traffic-management
When your agent uses it
Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilience patterns.
What it loads into context
Frontmatter
44 tokensAlways available to the agent
SKILL.md
1,821 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Concepts
- Templates
- Load Balancing Strategies
- Best Practices
- Debugging Commands
- Resources
Files
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# Istio Traffic Management
Comprehensive guide to Istio traffic management for production service mesh deployments.
## Do not use this skill when
- The task is unrelated to istio traffic management
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.java-pro
When your agent uses it
Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including GraalVM, Project Loom, and cloud-native patterns. Use PROACTIVELY for Java development, microservices architecture, or performance optimization.
What it loads into context
Frontmatter
77 tokensAlways available to the agent
SKILL.md
1,542 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
SKILL.mdcore8,196 bytes
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## Use this skill when
- Working on java pro tasks or workflows
- Needing guidance, best practices, or checklists for java pro
## Do not use this skill when
- The task is unrelated to java pro
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.javascript-pro
When your agent uses it
Master modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility. Use PROACTIVELY for JavaScript optimization, async debugging, or complex JS patterns.
What it loads into context
Frontmatter
65 tokensAlways available to the agent
SKILL.md
364 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Approach
- Output
Files
SKILL.mdcore1,761 bytes
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You are a JavaScript expert specializing in modern JS and async programming.
## Use this skill when
- Building modern JavaScript for Node.js or browsers
- Debugging async behavior, event loops, or performance
- Migrating legacy JS to modern ES standards
## Do not use this skill when
- You need TypeScript architecture guidance
- You are working in a non-JS runtime
- The task requires backend architecture decisions
## Instructionsjavascript-testing-patterns
When your agent uses it
Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use when writing JavaScript/TypeScript tests, setting up test infrastructure, or implementing TDD/BDD workflows.
What it loads into context
Frontmatter
67 tokensAlways available to the agent
SKILL.md
275 tokensWhen the skill is activated
Reference documents
6,308 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,442 bytesresources/implementation-playbook.mddoc25,843 bytes
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# JavaScript Testing Patterns
Comprehensive guide for implementing robust testing strategies in JavaScript/TypeScript applications using modern testing frameworks and best practices.
## Use this skill when
- Setting up test infrastructure for new projects
- Writing unit tests for functions and classes
- Creating integration tests for APIs and services
- Implementing end-to-end tests for user flows
- Mocking external dependencies and APIs
- Testing React, Vue, or other frontend components
- Implementing test-driven development (TDD)
- Setting up continuous testing in CI/CD pipelinesjavascript-typescript-typescript-scaffold
When your agent uses it
Scaffold TypeScript applications with project structure, build tools, type checking, and tests. Use when starting a Node.js or frontend project or standardizing its development setup.
What it loads into context
Frontmatter
47 tokensAlways available to the agent
SKILL.md
2,434 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
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Output Format
Files
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# TypeScript Project Scaffolding
You are a TypeScript project architecture expert specializing in scaffolding production-ready Node.js and frontend applications. Generate complete project structures with modern tooling (pnpm, Vite, Next.js), type safety, testing setup, and configuration following current best practices.
## Use this skill when
- Working on typescript project scaffolding tasks or workflows
- Needing guidance, best practices, or checklists for typescript project scaffolding
## Do not use this skill when
- The task is unrelated to typescript project scaffolding
- You need a different domain or tool outside this scope
julia-pro
When your agent uses it
Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices. Expert in the Julia ecosystem including package management, scientific computing, and high-performance numerical code. Use PROACTIVELY for Julia development, optimization, or advanced Julia patterns.
What it loads into context
Frontmatter
77 tokensAlways available to the agent
SKILL.md
1,847 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
- Important Constraints
Files
SKILL.mdcore8,678 bytes
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## Use this skill when
- Working on julia pro tasks or workflows
- Needing guidance, best practices, or checklists for julia pro
## Do not use this skill when
- The task is unrelated to julia pro
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.k8s-manifest-generator
When your agent uses it
Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating K8s resources, or implementing production-grade Kubernetes configurations.
What it loads into context
Frontmatter
54 tokensAlways available to the agent
SKILL.md
264 tokensWhen the skill is activated
Reference documents
10,802 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,471 bytesassets/configmap-template.yamlasset6,222 bytesassets/deployment-template.yamlasset5,226 bytesassets/service-template.yamlasset3,711 bytesreferences/deployment-spec.mddoc17,067 bytesreferences/service-spec.mddoc13,629 bytesresources/implementation-playbook.mddoc12,355 bytes
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# Kubernetes Manifest Generator
Step-by-step guidance for creating production-ready Kubernetes manifests including Deployments, Services, ConfigMaps, Secrets, and PersistentVolumeClaims.
## Use this skill when
Use this skill when you need to:
- Create new Kubernetes Deployment manifests
- Define Service resources for network connectivity
- Generate ConfigMap and Secret resources for configuration management
- Create PersistentVolumeClaim manifests for stateful workloads
- Follow Kubernetes best practices and naming conventions
- Implement resource limits, health checks, and security contexts
- Design manifests for multi-environment deploymentsk8s-security-policies
When your agent uses it
Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or enforcing pod security standards.
What it loads into context
Frontmatter
47 tokensAlways available to the agent
SKILL.md
1,867 tokensWhen the skill is activated
Reference documents
1,118 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Do not use this skill when
- Instructions
- Purpose
- Use this skill when
- Pod Security Standards
- Network Policies
- RBAC Configuration
- Pod Security Context
- Policy Enforcement with OPA Gatekeeper
- Service Mesh Security (Istio)
- Best Practices
- Compliance Frameworks
- Troubleshooting
- Reference Files
- Related Skills
Files
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# Kubernetes Security Policies
Comprehensive guide for implementing NetworkPolicy, PodSecurityPolicy, RBAC, and Pod Security Standards in Kubernetes.
## Do not use this skill when
- The task is unrelated to kubernetes security policies
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.kpi-dashboard-design
When your agent uses it
Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data visualization layouts.
What it loads into context
Frontmatter
42 tokensAlways available to the agent
SKILL.md
3,982 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Concepts
- Common KPIs by Department
- Dashboard Layout Patterns
- Implementation Patterns
- Best Practices
- Resources
Files
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# KPI Dashboard Design
Comprehensive patterns for designing effective Key Performance Indicator (KPI) dashboards that drive business decisions.
## Do not use this skill when
- The task is unrelated to kpi dashboard design
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.kubernetes-architect
When your agent uses it
Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration. Masters EKS/AKS/GKE, service mesh (Istio/Linkerd), progressive delivery, multi-tenancy, and platform engineering. Handles security, observability, cost optimization, and developer experience. Use PROACTIVELY for K8s architecture, GitOps implementation, or cloud-native platform design.
What it loads into context
Frontmatter
116 tokensAlways available to the agent
SKILL.md
2,068 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
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Purpose
- Capabilities
- OpenGitOps Principles (CNCF)
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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You are a Kubernetes architect specializing in cloud-native infrastructure, modern GitOps workflows, and enterprise container orchestration at scale.
## Use this skill when
- Designing Kubernetes platform architecture or multi-cluster strategy
- Implementing GitOps workflows and progressive delivery
- Planning service mesh, security, or multi-tenancy patterns
- Improving reliability, cost, or developer experience in K8s
## Do not use this skill when
- You only need a local dev cluster or single-node setup
- You are troubleshooting application code without platform changes
- You are not using Kubernetes or container orchestration
langchain-architecture
When your agent uses it
Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows.
What it loads into context
Frontmatter
46 tokensAlways available to the agent
SKILL.md
2,232 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Concepts
- Quick Start
- Architecture Patterns
- Memory Management Best Practices
- Callback System
- Testing Strategies
- Performance Optimization
- Common Pitfalls
- Production Checklist
Files
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# LangChain Architecture
Master the LangChain framework for building sophisticated LLM applications with agents, chains, memory, and tool integration.
## Do not use this skill when
- The task is unrelated to langchain architecture
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.legacy-modernizer
When your agent uses it
Refactor legacy codebases, migrate outdated frameworks, and implement gradual modernization. Handles technical debt, dependency updates, and backward compatibility. Use PROACTIVELY for legacy system updates, framework migrations, or technical debt reduction.
What it loads into context
Frontmatter
63 tokensAlways available to the agent
SKILL.md
342 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Approach
- Output
Files
SKILL.mdcore1,690 bytes
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## Use this skill when
- Working on legacy modernizer tasks or workflows
- Needing guidance, best practices, or checklists for legacy modernizer
## Do not use this skill when
- The task is unrelated to legacy modernizer
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.legal-advisor
When your agent uses it
Draft privacy policies, terms of service, disclaimers, and legal notices. Creates GDPR-compliant texts, cookie policies, and data processing agreements. Use PROACTIVELY for legal documentation, compliance texts, or regulatory requirements.
What it loads into context
Frontmatter
66 tokensAlways available to the agent
SKILL.md
476 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Approach
- Key Regulations
- Output
Files
SKILL.mdcore2,377 bytes
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## Use this skill when
- Working on legal advisor tasks or workflows
- Needing guidance, best practices, or checklists for legal advisor
## Do not use this skill when
- The task is unrelated to legal advisor
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.linkerd-patterns
When your agent uses it
Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking with minimal overhead.
What it loads into context
Frontmatter
45 tokensAlways available to the agent
SKILL.md
1,971 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Concepts
- Templates
- Monitoring Commands
- Debugging
- Best Practices
- Resources
Files
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# Linkerd Patterns
Production patterns for Linkerd service mesh - the lightweight, security-first service mesh for Kubernetes.
## Do not use this skill when
- The task is unrelated to linkerd patterns
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.llm-application-dev-ai-assistant
When your agent uses it
Design conversational assistants with context management, response generation, and LLM integration. Use when building chatbots or planning assistant application architecture.
What it loads into context
Frontmatter
40 tokensAlways available to the agent
SKILL.md
258 tokensWhen the skill is activated
Reference documents
7,724 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Resources
Files
SKILL.mdcore1,446 bytesresources/implementation-playbook.mddoc40,937 bytes
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# AI Assistant Development
You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natural language understanding, context management, and seamless integrations.
## Use this skill when
- Working on ai assistant development tasks or workflows
- Needing guidance, best practices, or checklists for ai assistant development
## Do not use this skill when
- The task is unrelated to ai assistant development
- You need a different domain or tool outside this scope
llm-application-dev-langchain-agent
When your agent uses it
You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.
What it loads into context
Frontmatter
40 tokensAlways available to the agent
SKILL.md
1,807 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
- Use this skill when
- Do not use this skill when
- Instructions
- Context
- Core Requirements
- Essential Architecture
- Agent Types
- Memory Systems
- RAG Pipeline
- Tools & Integration
- Production Deployment
- Testing & Evaluation
- Key Patterns
- Implementation Checklist
- Best Practices
Files
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# LangChain/LangGraph Agent Development Expert
You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.
## Use this skill when
- Working on langchain/langgraph agent development expert tasks or workflows
- Needing guidance, best practices, or checklists for langchain/langgraph agent development expert
## Do not use this skill when
- The task is unrelated to langchain/langgraph agent development expert
- You need a different domain or tool outside this scope
llm-application-dev-prompt-optimize
When your agent uses it
Evaluate and improve LLM prompts using examples, structured instructions, and measured comparisons. Use when refining prompt reliability, output quality, or model-specific behavior.
What it loads into context
Frontmatter
45 tokensAlways available to the agent
SKILL.md
256 tokensWhen the skill is activated
Reference documents
3,167 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Resources
Files
SKILL.mdcore1,347 bytesresources/implementation-playbook.mddoc12,765 bytes
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# Prompt Optimization
You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimization.
## Use this skill when
- Working on prompt optimization tasks or workflows
- Needing guidance, best practices, or checklists for prompt optimization
## Do not use this skill when
- The task is unrelated to prompt optimization
- You need a different domain or tool outside this scope
llm-evaluation
When your agent uses it
Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or establishing evaluation frameworks.
What it loads into context
Frontmatter
44 tokensAlways available to the agent
SKILL.md
3,092 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Evaluation Types
- Quick Start
- Automated Metrics Implementation
- LLM-as-Judge Patterns
- Human Evaluation Frameworks
- A/B Testing
- Regression Testing
- Benchmarking
- Best Practices
- Common Pitfalls
Files
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# LLM Evaluation
Master comprehensive evaluation strategies for LLM applications, from automated metrics to human evaluation and A/B testing.
## Do not use this skill when
- The task is unrelated to llm evaluation
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.machine-learning-ops-ml-pipeline
When your agent uses it
Design ML pipelines covering data preparation, model training, deployment, monitoring, and continuous improvement. Use when coordinating an end-to-end MLOps workflow.
What it loads into context
Frontmatter
44 tokensAlways available to the agent
SKILL.md
2,231 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
- Use this skill when
- Do not use this skill when
- Instructions
- Thinking
- Phase 1: Data & Requirements Analysis
- Phase 2: Model Development & Training
- Phase 3: Production Deployment & Serving
- Phase 4: Monitoring & Continuous Improvement
- Configuration Options
- Success Criteria
- Final Deliverables
Files
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# Machine Learning Pipeline - Multi-Agent MLOps Orchestration
Design and implement a complete ML pipeline for: $ARGUMENTS
## Use this skill when
- Working on machine learning pipeline - multi-agent mlops orchestration tasks or workflows
- Needing guidance, best practices, or checklists for machine learning pipeline - multi-agent mlops orchestration
## Do not use this skill when
- The task is unrelated to machine learning pipeline - multi-agent mlops orchestration
- You need a different domain or tool outside this scope
malware-analyst
When your agent uses it
Expert malware analyst specializing in defensive malware research, threat intelligence, and incident response. Masters sandbox analysis, behavioral analysis, and malware family identification. Handles static/dynamic analysis, unpacking, and IOC extraction. Use PROACTIVELY for malware triage, threat hunting, incident response, or security research.
What it loads into context
Frontmatter
81 tokensAlways available to the agent
SKILL.md
1,484 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
- Use this skill when
- Do not use this skill when
- Instructions
- Common Malware Techniques
- Tool Proficiency
- IOC Extraction
- Reporting Framework
- Ethical Guidelines
- Response Approach
Files
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```bash
# File identification
file sample.exe
sha256sum sample.exe
# String extraction
strings -a sample.exe | head -100
FLOSS sample.exe # Obfuscated strings
# Packer detection
diec sample.exe # Detect It Easy
exeinfope sample.exe
# Import analysismarket-sizing-analysis
When your agent uses it
This skill should be used when the user asks to "calculate TAM", "determine SAM", "estimate SOM", "size the market", "calculate market opportunity", "what's the total addressable market", or requests market sizing analysis for a startup or business opportunity.
What it loads into context
Frontmatter
78 tokensAlways available to the agent
SKILL.md
2,768 tokensWhen the skill is activated
Reference documents
5,019 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Overview
- Core Concepts
- Three-Methodology Framework
- Step-by-Step Process
- Industry-Specific Considerations
- Presenting Market Sizing
- Common Mistakes to Avoid
- Additional Resources
- Quick Start
Files
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# Market Sizing Analysis
Comprehensive market sizing methodologies for calculating Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) for startup opportunities.
## Use this skill when
- Working on market sizing analysis tasks or workflows
- Needing guidance, best practices, or checklists for market sizing analysis
## Do not use this skill when
- The task is unrelated to market sizing analysis
- You need a different domain or tool outside this scope
memory-forensics
When your agent uses it
Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzing memory dumps, investigating incidents, or performing malware analysis from RAM captures.
What it loads into context
Frontmatter
47 tokensAlways available to the agent
SKILL.md
2,818 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
- Use this skill when
- Do not use this skill when
- Instructions
- Memory Acquisition
- Volatility 3 Framework
- Analysis Workflows
- Data Structures
- Detection Patterns
- YARA Integration
- String Analysis
- Best Practices
Files
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# Memory Forensics
Comprehensive techniques for acquiring, analyzing, and extracting artifacts from memory dumps for incident response and malware analysis.
## Use this skill when
- Working on memory forensics tasks or workflows
- Needing guidance, best practices, or checklists for memory forensics
## Do not use this skill when
- The task is unrelated to memory forensics
- You need a different domain or tool outside this scope
memory-safety-patterns
When your agent uses it
Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory bugs.
What it loads into context
Frontmatter
49 tokensAlways available to the agent
SKILL.md
222 tokensWhen the skill is activated
Reference documents
3,395 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,122 bytesresources/implementation-playbook.mddoc13,334 bytes
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# Memory Safety Patterns
Cross-language patterns for memory-safe programming including RAII, ownership, smart pointers, and resource management.
## Use this skill when
- Writing memory-safe systems code
- Managing resources (files, sockets, memory)
- Preventing use-after-free and leaks
- Implementing RAII patterns
- Choosing between languages for safety
- Debugging memory issues
## Do not use this skill whenmermaid-expert
When your agent uses it
Create Mermaid diagrams for flowcharts, sequences, ERDs, and architectures. Masters syntax for all diagram types and styling. Use PROACTIVELY for visual documentation, system diagrams, or process flows.
What it loads into context
Frontmatter
60 tokensAlways available to the agent
SKILL.md
357 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Diagram Types Expertise
- Approach
- Output
Files
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## Use this skill when
- Working on mermaid expert tasks or workflows
- Needing guidance, best practices, or checklists for mermaid expert
## Do not use this skill when
- The task is unrelated to mermaid expert
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.microservices-patterns
When your agent uses it
Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.
What it loads into context
Frontmatter
42 tokensAlways available to the agent
SKILL.md
238 tokensWhen the skill is activated
Reference documents
3,542 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
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# Microservices Patterns
Master microservices architecture patterns including service boundaries, inter-service communication, data management, and resilience patterns for building distributed systems.
## Use this skill when
- Decomposing monoliths into microservices
- Designing service boundaries and contracts
- Implementing inter-service communication
- Managing distributed data and transactions
- Building resilient distributed systems
- Implementing service discovery and load balancing
- Designing event-driven architectures
minecraft-bukkit-pro
When your agent uses it
Master Minecraft server plugin development with Bukkit, Spigot, and Paper APIs. Specializes in event-driven architecture, command systems, world manipulation, player management, and performance optimization. Use PROACTIVELY for plugin architecture, gameplay mechanics, server-side features, or cross-version compatibility.
What it loads into context
Frontmatter
79 tokensAlways available to the agent
SKILL.md
924 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
- Use this skill when
- Do not use this skill when
- Instructions
- Core Expertise
- Development Philosophy
- Technical Approach
- Output Excellence
Files
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## Use this skill when
- Working on minecraft bukkit pro tasks or workflows
- Needing guidance, best practices, or checklists for minecraft bukkit pro
## Do not use this skill when
- The task is unrelated to minecraft bukkit pro
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.ml-engineer
When your agent uses it
Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring. Use PROACTIVELY for ML model deployment, inference optimization, or production ML infrastructure.
What it loads into context
Frontmatter
71 tokensAlways available to the agent
SKILL.md
1,881 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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## Use this skill when
- Working on ml engineer tasks or workflows
- Needing guidance, best practices, or checklists for ml engineer
## Do not use this skill when
- The task is unrelated to ml engineer
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.ml-pipeline-workflow
When your agent uses it
Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating model training and deployment workflows.
What it loads into context
Frontmatter
52 tokensAlways available to the agent
SKILL.md
1,538 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
- Do not use this skill when
- Instructions
- Overview
- Use this skill when
- What This Skill Provides
- Usage Patterns
- Best Practices
- Integration Points
- Progressive Disclosure
- Common Patterns
- Troubleshooting
- Next Steps
- Related Skills
Files
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# ML Pipeline Workflow
Complete end-to-end MLOps pipeline orchestration from data preparation through model deployment.
## Do not use this skill when
- The task is unrelated to ml pipeline workflow
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.mlops-engineer
When your agent uses it
Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools. Implements automated training, deployment, and monitoring across cloud platforms. Use PROACTIVELY for ML infrastructure, experiment management, or pipeline automation.
What it loads into context
Frontmatter
76 tokensAlways available to the agent
SKILL.md
2,095 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
SKILL.mdcore10,906 bytes
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## Use this skill when
- Working on mlops engineer tasks or workflows
- Needing guidance, best practices, or checklists for mlops engineer
## Do not use this skill when
- The task is unrelated to mlops engineer
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.mobile-developer
When your agent uses it
Develop React Native, Flutter, or native mobile apps with modern architecture patterns. Masters cross-platform development, native integrations, offline sync, and app store optimization. Use PROACTIVELY for mobile features, cross-platform code, or app optimization.
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
1,650 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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## Use this skill when
- Working on mobile developer tasks or workflows
- Needing guidance, best practices, or checklists for mobile developer
## Do not use this skill when
- The task is unrelated to mobile developer
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.mobile-security-coder
When your agent uses it
Expert in secure mobile coding practices specializing in input validation, WebView security, and mobile-specific security patterns. Use PROACTIVELY for mobile security implementations or mobile security code reviews.
What it loads into context
Frontmatter
58 tokensAlways available to the agent
SKILL.md
2,343 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- When to Use vs Security Auditor
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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## Use this skill when
- Working on mobile security coder tasks or workflows
- Needing guidance, best practices, or checklists for mobile security coder
## Do not use this skill when
- The task is unrelated to mobile security coder
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.modern-javascript-patterns
When your agent uses it
Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, efficient JavaScript code. Use when refactoring legacy code, implementing modern patterns, or optimizing JavaScript applications.
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
271 tokensWhen the skill is activated
Reference documents
5,326 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,435 bytesresources/implementation-playbook.mddoc19,821 bytes
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# Modern JavaScript Patterns
Comprehensive guide for mastering modern JavaScript (ES6+) features, functional programming patterns, and best practices for writing clean, maintainable, and performant code.
## Use this skill when
- Refactoring legacy JavaScript to modern syntax
- Implementing functional programming patterns
- Optimizing JavaScript performance
- Writing maintainable and readable code
- Working with asynchronous operations
- Building modern web applications
- Migrating from callbacks to Promises/async-await
- Implementing data transformation pipelinesmonorepo-architect
When your agent uses it
Design monorepo structure, build systems, and dependency boundaries using Nx, Turborepo, Bazel, or Lerna. Use when setting up a monorepo, optimizing builds, or scaling development workflows.
What it loads into context
Frontmatter
55 tokensAlways available to the agent
SKILL.md
429 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
- Do not use this skill when
- Instructions
- Capabilities
- Use this skill when
- Workflow
- Best Practices
Files
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# Monorepo Architect
Expert in monorepo architecture, build systems, and dependency management at scale. Masters Nx, Turborepo, Bazel, and Lerna for efficient multi-project development. Use PROACTIVELY for monorepo setup, build optimization, or scaling development workflows across teams.
## Do not use this skill when
- The task is unrelated to monorepo architect
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.monorepo-management
When your agent uses it
Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependency management. Use when setting up monorepos, optimizing builds, or managing shared dependencies.
What it loads into context
Frontmatter
58 tokensAlways available to the agent
SKILL.md
258 tokensWhen the skill is activated
Reference documents
3,345 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,266 bytesresources/implementation-playbook.mddoc12,171 bytes
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# Monorepo Management
Build efficient, scalable monorepos that enable code sharing, consistent tooling, and atomic changes across multiple packages and applications.
## Use this skill when
- Setting up new monorepo projects
- Migrating from multi-repo to monorepo
- Optimizing build and test performance
- Managing shared dependencies
- Implementing code sharing strategies
- Setting up CI/CD for monorepos
- Versioning and publishing packages
- Debugging monorepo-specific issuesmtls-configuration
When your agent uses it
Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.
What it loads into context
Frontmatter
42 tokensAlways available to the agent
SKILL.md
2,255 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Concepts
- Templates
- Certificate Rotation
- Debugging mTLS Issues
- Best Practices
- Resources
Files
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# mTLS Configuration
Comprehensive guide to implementing mutual TLS for zero-trust service mesh communication.
## Do not use this skill when
- The task is unrelated to mtls configuration
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.multi-cloud-architecture
When your agent uses it
Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveraging best-of-breed services from multiple providers.
What it loads into context
Frontmatter
54 tokensAlways available to the agent
SKILL.md
1,118 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
- Do not use this skill when
- Instructions
- Purpose
- Use this skill when
- Cloud Service Comparison
- Multi-Cloud Patterns
- Cloud-Agnostic Architecture
- Cost Comparison
- Migration Strategy
- Best Practices
- Related Skills
Files
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# Multi-Cloud Architecture
Decision framework and patterns for architecting applications across AWS, Azure, and GCP.
## Do not use this skill when
- The task is unrelated to multi-cloud architecture
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.multi-platform-apps-multi-platform
When your agent uses it
Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies.
What it loads into context
Frontmatter
37 tokensAlways available to the agent
SKILL.md
2,036 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
- Use this skill when
- Do not use this skill when
- Instructions
- Phase 1: Architecture and API Design (Sequential)
- Phase 2: Parallel Platform Implementation
- Phase 3: Integration and Validation
- Configuration Options
- Success Criteria
- Platform-Specific Considerations
Files
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# Multi-Platform Feature Development Workflow
Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies.
[Extended thinking: This workflow orchestrates multiple specialized agents to ensure feature parity across platforms while maintaining platform-specific optimizations. The coordination strategy emphasizes shared contracts and parallel development with regular synchronization points. By establishing API contracts and data models upfront, teams can work independently while ensuring consistency. The workflow benefits include faster time-to-market, reduced integration issues, and maintainable cross-platform codebases.]
## Use this skill when
- Working on multi-platform feature development workflow tasks or workflows
- Needing guidance, best practices, or checklists for multi-platform feature development workflow
## Do not use this skill when
- The task is unrelated to multi-platform feature development workflownetwork-engineer
When your agent uses it
Expert network engineer specializing in modern cloud networking, security architectures, and performance optimization. Masters multi-cloud connectivity, service mesh, zero-trust networking, SSL/TLS, global load balancing, and advanced troubleshooting. Handles CDN optimization, network automation, and compliance. Use PROACTIVELY for network design, connectivity issues, or performance optimization.
What it loads into context
Frontmatter
91 tokensAlways available to the agent
SKILL.md
2,027 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
SKILL.mdcore9,833 bytes
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## Use this skill when
- Working on network engineer tasks or workflows
- Needing guidance, best practices, or checklists for network engineer
## Do not use this skill when
- The task is unrelated to network engineer
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.nextjs-app-router-patterns
When your agent uses it
Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Server Components.
What it loads into context
Frontmatter
52 tokensAlways available to the agent
SKILL.md
240 tokensWhen the skill is activated
Reference documents
3,232 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,212 bytesresources/implementation-playbook.mddoc13,320 bytes
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# Next.js App Router Patterns
Comprehensive patterns for Next.js 14+ App Router architecture, Server Components, and modern full-stack React development.
## Use this skill when
- Building new Next.js applications with App Router
- Migrating from Pages Router to App Router
- Implementing Server Components and streaming
- Setting up parallel and intercepting routes
- Optimizing data fetching and caching
- Building full-stack features with Server Actions
## Do not use this skill whennft-standards
When your agent uses it
Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementing digital asset systems.
What it loads into context
Frontmatter
51 tokensAlways available to the agent
SKILL.md
2,530 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
- Do not use this skill when
- Instructions
- Use this skill when
- ERC-721 (Non-Fungible Token Standard)
- ERC-1155 (Multi-Token Standard)
- Metadata Standards
- Royalties (EIP-2981)
- Soulbound Tokens (Non-Transferable)
- Dynamic NFTs
- Gas-Optimized Minting (ERC721A)
- Best Practices
- Marketplace Integration
Files
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# NFT Standards
Master ERC-721 and ERC-1155 NFT standards, metadata best practices, and advanced NFT features.
## Do not use this skill when
- The task is unrelated to nft standards
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.nodejs-backend-patterns
When your agent uses it
Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when creating Node.js servers, REST APIs, GraphQL backends, or microservices architectures.
What it loads into context
Frontmatter
62 tokensAlways available to the agent
SKILL.md
263 tokensWhen the skill is activated
Reference documents
5,882 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,395 bytesresources/implementation-playbook.mddoc24,643 bytes
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# Node.js Backend Patterns
Comprehensive guidance for building scalable, maintainable, and production-ready Node.js backend applications with modern frameworks, architectural patterns, and best practices.
## Use this skill when
- Building REST APIs or GraphQL servers
- Creating microservices with Node.js
- Implementing authentication and authorization
- Designing scalable backend architectures
- Setting up middleware and error handling
- Integrating databases (SQL and NoSQL)
- Building real-time applications with WebSockets
- Implementing background job processingnx-workspace-patterns
When your agent uses it
Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected commands.
What it loads into context
Frontmatter
39 tokensAlways available to the agent
SKILL.md
2,799 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Concepts
- Templates
- Common Commands
- Best Practices
- Resources
Files
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# Nx Workspace Patterns
Production patterns for Nx monorepo management.
## Do not use this skill when
- The task is unrelated to nx workspace patterns
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.observability-engineer
When your agent uses it
Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident response workflows. Use PROACTIVELY for monitoring infrastructure, performance optimization, or production reliability.
What it loads into context
Frontmatter
63 tokensAlways available to the agent
SKILL.md
2,260 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
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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You are an observability engineer specializing in production-grade monitoring, logging, tracing, and reliability systems for enterprise-scale applications.
## Use this skill when
- Designing monitoring, logging, or tracing systems
- Defining SLIs/SLOs and alerting strategies
- Investigating production reliability or performance regressions
## Do not use this skill when
- You only need a single ad-hoc dashboard
- You cannot access metrics, logs, or tracing data
- You need application feature development instead of observability
## Instructionsobservability-monitoring-monitor-setup
When your agent uses it
Set up metrics, dashboards, distributed tracing, log aggregation, and alerting. Use when implementing observability or improving visibility into application and infrastructure health.
What it loads into context
Frontmatter
43 tokensAlways available to the agent
SKILL.md
404 tokensWhen the skill is activated
Reference documents
3,399 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Output Format
- Resources
Files
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# Monitoring and Observability Setup
You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing, log aggregation, and create insightful dashboards that provide full visibility into system health and performance.
## Use this skill when
- Working on monitoring and observability setup tasks or workflows
- Needing guidance, best practices, or checklists for monitoring and observability setup
## Do not use this skill when
- The task is unrelated to monitoring and observability setup
- You need a different domain or tool outside this scope
observability-monitoring-slo-implement
When your agent uses it
You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, define SLIs, and build monitoring that balances reliability with delivery velocity.
What it loads into context
Frontmatter
55 tokensAlways available to the agent
SKILL.md
340 tokensWhen the skill is activated
Reference documents
7,725 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Safety
- Resources
Files
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# SLO Implementation Guide
You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based engineering practices. Design comprehensive SLO frameworks, establish meaningful SLIs, and create monitoring systems that balance reliability with feature velocity.
## Use this skill when
- Defining SLIs/SLOs and error budgets for services
- Building SLO dashboards, alerts, or reporting workflows
- Aligning reliability targets with business priorities
- Standardizing reliability practices across teams
## Do not use this skill when
- You only need basic monitoring without reliability targetson-call-handoff-patterns
When your agent uses it
Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting shift summaries, or improving on-call processes.
What it loads into context
Frontmatter
44 tokensAlways available to the agent
SKILL.md
3,024 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Concepts
- Templates
- Handoff Checklist
- Handoff Sync Meeting
- On-Call Best Practices
- Escalation Guidelines
- Best Practices
- Resources
Files
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# On-Call Handoff Patterns
Effective patterns for on-call shift transitions, ensuring continuity, context transfer, and reliable incident response across shifts.
## Do not use this skill when
- The task is unrelated to on-call handoff patterns
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.openapi-spec-generation
When your agent uses it
Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance.
What it loads into context
Frontmatter
46 tokensAlways available to the agent
SKILL.md
227 tokensWhen the skill is activated
Reference documents
5,877 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,153 bytesresources/implementation-playbook.mddoc24,564 bytes
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# OpenAPI Spec Generation
Comprehensive patterns for creating, maintaining, and validating OpenAPI 3.1 specifications for RESTful APIs.
## Use this skill when
- Creating API documentation from scratch
- Generating OpenAPI specs from existing code
- Designing API contracts (design-first approach)
- Validating API implementations against specs
- Generating client SDKs from specs
- Setting up API documentation portals
## Do not use this skill whenpayment-integration
When your agent uses it
Integrate Stripe, PayPal, and payment processors. Handles checkout flows, subscriptions, webhooks, and PCI compliance. Use PROACTIVELY when implementing payments, billing, or subscription features.
What it loads into context
Frontmatter
58 tokensAlways available to the agent
SKILL.md
702 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Approach
- Critical Requirements
- Common Failures
- Output
Files
SKILL.mdcore3,591 bytes
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## Use this skill when
- Working on payment integration tasks or workflows
- Needing guidance, best practices, or checklists for payment integration
## Do not use this skill when
- The task is unrelated to payment integration
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.paypal-integration
When your agent uses it
Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-commerce checkout flows.
What it loads into context
Frontmatter
44 tokensAlways available to the agent
SKILL.md
3,021 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Concepts
- Quick Start
- Express Checkout Implementation
- IPN (Instant Payment Notification) Handling
- Subscription/Recurring Billing
- Refund Workflows
- Error Handling
- Testing
- Best Practices
- Common Pitfalls
Files
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# PayPal Integration
Master PayPal payment integration including Express Checkout, IPN handling, recurring billing, and refund workflows.
## Do not use this skill when
- The task is unrelated to paypal integration
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.pci-compliance
When your agent uses it
Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card security measures.
What it loads into context
Frontmatter
41 tokensAlways available to the agent
SKILL.md
2,919 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
- Do not use this skill when
- Instructions
- Use this skill when
- PCI DSS Requirements (12 Core Requirements)
- Compliance Levels
- Data Minimization (Never Store)
- Tokenization
- Encryption
- Access Control
- Audit Logging
- Security Best Practices
- PCI DSS SAQ (Self-Assessment Questionnaire)
- Compliance Checklist
- Common Violations
- Reducing PCI Scope
Files
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# PCI Compliance
Master PCI DSS (Payment Card Industry Data Security Standard) compliance for secure payment processing and handling of cardholder data.
## Do not use this skill when
- The task is unrelated to pci compliance
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.performance-engineer
When your agent uses it
Expert performance engineer specializing in modern observability, application optimization, and scalable system performance. Masters OpenTelemetry, distributed tracing, load testing, multi-tier caching, Core Web Vitals, and performance monitoring. Handles end-to-end optimization, real user monitoring, and scalability patterns. Use PROACTIVELY for performance optimization, observability, or scalability challenges.
What it loads into context
Frontmatter
93 tokensAlways available to the agent
SKILL.md
2,123 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
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
SKILL.mdcore11,163 bytes
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You are a performance engineer specializing in modern application optimization, observability, and scalable system performance.
## Use this skill when
- Diagnosing performance bottlenecks in backend, frontend, or infrastructure
- Designing load tests, capacity plans, or scalability strategies
- Setting up observability and performance monitoring
- Optimizing latency, throughput, or resource efficiency
## Do not use this skill when
- The task is feature development with no performance goals
- There is no access to metrics, traces, or profiling data
- A quick, non-technical summary is the only requirement
performance-testing-review-ai-review
When your agent uses it
Combine static analysis with model-assisted code review to assess security, performance, correctness, and architecture. Use when designing review automation or reviewing complex changes.
What it loads into context
Frontmatter
40 tokensAlways available to the agent
SKILL.md
3,691 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
- Use this skill when
- Do not use this skill when
- Instructions
- Context
- Requirements
- Automated Code Review Workflow
- Architecture Analysis
- Security Vulnerability Detection
- Performance Review
- Review Comment Generation
- CI/CD Integration
- Complete Example: AI Review Automation
- Summary
Files
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# AI-Powered Code Review Specialist
You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, Claude 4.5 Sonnet) with battle-tested platforms (SonarQube, CodeQL, Semgrep) to identify bugs, vulnerabilities, and performance issues.
## Use this skill when
- Working on ai-powered code review specialist tasks or workflows
- Needing guidance, best practices, or checklists for ai-powered code review specialist
## Do not use this skill when
- The task is unrelated to ai-powered code review specialist
- You need a different domain or tool outside this scope
performance-testing-review-multi-agent-review
When your agent uses it
Coordinate specialized code, security, architecture, and performance reviewers and consolidate their results. Use when a codebase needs parallel review across multiple disciplines.
What it loads into context
Frontmatter
41 tokensAlways available to the agent
SKILL.md
1,378 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
- Use this skill when
- Do not use this skill when
- Instructions
- Role: Expert Multi-Agent Review Orchestration Specialist
- Context and Purpose
- Tool Arguments and Configuration
- Multi-Agent Coordination Strategy
- Example Implementations
- Reference Implementations
- Best Practices and Considerations
- Extensibility
- Invocation
Files
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# Multi-Agent Code Review Orchestration Tool
## Use this skill when
- Working on multi-agent code review orchestration tool tasks or workflows
- Needing guidance, best practices, or checklists for multi-agent code review orchestration tool
## Do not use this skill when
- The task is unrelated to multi-agent code review orchestration tool
- You need a different domain or tool outside this scope
## Instructions
php-pro
When your agent uses it
Write idiomatic PHP code with generators, iterators, SPL data structures, and modern OOP features. Use PROACTIVELY for high-performance PHP applications.
What it loads into context
Frontmatter
49 tokensAlways available to the agent
SKILL.md
482 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Approach
- Output
Files
SKILL.mdcore2,500 bytesSKILL.mdcore2,500 bytesSKILL.mdcore2,500 bytesSKILL.mdcore2,500 bytes
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## Use this skill when
- Working on php pro tasks or workflows
- Needing guidance, best practices, or checklists for php pro
## Do not use this skill when
- The task is unrelated to php pro
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.posix-shell-pro
When your agent uses it
Expert in strict POSIX sh scripting for maximum portability across Unix-like systems. Specializes in shell scripts that run on any POSIX-compliant shell (dash, ash, sh, bash --posix).
What it loads into context
Frontmatter
61 tokensAlways available to the agent
SKILL.md
3,755 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- POSIX Constraints
- Approach
- Compatibility & Portability
- Readability & Maintainability
- Safety & Security Patterns
- Performance Optimization
- Documentation Standards
- Working Without Arrays
- Portable Conditionals
- CI/CD Integration
- Embedded Systems & Limited Environments
- Migration from Bash to POSIX sh
- Quality Checklist
- Output
- Essential Tools
- Common Pitfalls to Avoid
- Advanced Techniques
- POSIX-Specific Best Practices
- References & Further Reading
Files
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## Use this skill when
- Working on posix shell pro tasks or workflows
- Needing guidance, best practices, or checklists for posix shell pro
## Do not use this skill when
- The task is unrelated to posix shell pro
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.postgresql
When your agent uses it
Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features
What it loads into context
Frontmatter
33 tokensAlways available to the agent
SKILL.md
4,184 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
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Core Rules
- PostgreSQL “Gotchas”
- Data Types
- Table Types
- Row-Level Security
- Constraints
- Indexing
- Partitioning
- Special Considerations
- Generated Columns
- Extensions
- JSONB Guidance
- Examples
Files
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# PostgreSQL Table Design
## Use this skill when
- Designing a schema for PostgreSQL
- Selecting data types and constraints
- Planning indexes, partitions, or RLS policies
- Reviewing tables for scale and maintainability
## Do not use this skill when
- You are targeting a non-PostgreSQL database
- You only need query tuning without schema changes
- You require a DB-agnostic modeling guidepostmortem-writing
When your agent uses it
Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response processes.
What it loads into context
Frontmatter
46 tokensAlways available to the agent
SKILL.md
2,873 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Concepts
- Quick Start
- Templates
- Facilitation Guide
- Anti-Patterns to Avoid
- Best Practices
- Resources
Files
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# Postmortem Writing
Comprehensive guide to writing effective, blameless postmortems that drive organizational learning and prevent incident recurrence.
## Do not use this skill when
- The task is unrelated to postmortem writing
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.projection-patterns
When your agent uses it
Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.
What it loads into context
Frontmatter
40 tokensAlways available to the agent
SKILL.md
202 tokensWhen the skill is activated
Reference documents
3,271 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,051 bytesresources/implementation-playbook.mddoc17,175 bytes
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# Projection Patterns
Comprehensive guide to building projections and read models for event-sourced systems.
## Use this skill when
- Building CQRS read models
- Creating materialized views from events
- Optimizing query performance
- Implementing real-time dashboards
- Building search indexes from events
- Aggregating data across streams
## Do not use this skill whenprometheus-configuration
When your agent uses it
Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or configuring alerting systems.
What it loads into context
Frontmatter
44 tokensAlways available to the agent
SKILL.md
2,518 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
- Do not use this skill when
- Instructions
- Purpose
- Use this skill when
- Prometheus Architecture
- Installation
- Configuration File
- Scrape Configurations
- Recording Rules
- Alert Rules
- Validation
- Best Practices
- Troubleshooting
- Related Skills
Files
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# Prometheus Configuration
Complete guide to Prometheus setup, metric collection, scrape configuration, and recording rules.
## Do not use this skill when
- The task is unrelated to prometheus configuration
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.prompt-engineer
When your agent uses it
Expert prompt engineer specializing in advanced prompting techniques, LLM optimization, and AI system design. Masters chain-of-thought, constitutional AI, and production prompt strategies. Use when building AI features, improving agent performance, or crafting system prompts.
What it loads into context
Frontmatter
66 tokensAlways available to the agent
SKILL.md
2,055 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Required Output Format
- Example Interactions
- Before Completing Any Task
Files
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## Use this skill when
- Working on prompt engineer tasks or workflows
- Needing guidance, best practices, or checklists for prompt engineer
## Do not use this skill when
- The task is unrelated to prompt engineer
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.prompt-engineering-patterns
When your agent uses it
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production prompt templates.
What it loads into context
Frontmatter
45 tokensAlways available to the agent
SKILL.md
1,490 tokensWhen the skill is activated
Reference documents
11,952 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Do not use this skill when
- Instructions
- Use this skill when
- Core Capabilities
- Quick Start
- Key Patterns
- Best Practices
- Common Pitfalls
- Integration Patterns
- Performance Optimization
- Resources
- Success Metrics
- Next Steps
Scripts executed separately
scripts/optimize-prompt.py
Files
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# Prompt Engineering Patterns
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability.
## Do not use this skill when
- The task is unrelated to prompt engineering patterns
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.protocol-reverse-engineering
When your agent uses it
Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocols, or debugging network communication.
What it loads into context
Frontmatter
43 tokensAlways available to the agent
SKILL.md
197 tokensWhen the skill is activated
Reference documents
3,508 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,123 bytesresources/implementation-playbook.mddoc12,717 bytes
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# Protocol Reverse Engineering
Comprehensive techniques for capturing, analyzing, and documenting network protocols for security research, interoperability, and debugging.
## Use this skill when
- Working on protocol reverse engineering tasks or workflows
- Needing guidance, best practices, or checklists for protocol reverse engineering
## Do not use this skill when
- The task is unrelated to protocol reverse engineering
- You need a different domain or tool outside this scope
python-development-python-scaffold
When your agent uses it
Scaffold Python projects with uv, package structure, type checking, and tests. Use when starting applications, services, or libraries with a consistent development setup.
What it loads into context
Frontmatter
42 tokensAlways available to the agent
SKILL.md
2,122 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
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Output Format
Files
SKILL.mdcore7,805 bytesSKILL.mdcore7,805 bytesSKILL.mdcore7,805 bytesSKILL.mdcore7,805 bytesSKILL.mdcore7,805 bytesSKILL.mdcore7,805 bytesSKILL.mdcore7,805 bytesSKILL.mdcore7,805 bytesSKILL.mdcore7,805 bytesSKILL.mdcore7,805 bytesSKILL.mdcore7,805 bytesSKILL.mdcore7,805 bytesSKILL.mdcore7,805 bytesSKILL.mdcore7,805 bytes
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# Python Project Scaffolding
You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hints, testing setup, and configuration following current best practices.
## Use this skill when
- Working on python project scaffolding tasks or workflows
- Needing guidance, best practices, or checklists for python project scaffolding
## Do not use this skill when
- The task is unrelated to python project scaffolding
- You need a different domain or tool outside this scope
python-packaging
When your agent uses it
Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python code.
What it loads into context
Frontmatter
47 tokensAlways available to the agent
SKILL.md
250 tokensWhen the skill is activated
Reference documents
4,902 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,317 bytesSKILL.mdcore1,317 bytesSKILL.mdcore1,317 bytesresources/implementation-playbook.mddoc18,137 bytes
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# Python Packaging
Comprehensive guide to creating, structuring, and distributing Python packages using modern packaging tools, pyproject.toml, and publishing to PyPI.
## Use this skill when
- Creating Python libraries for distribution
- Building command-line tools with entry points
- Publishing packages to PyPI or private repositories
- Setting up Python project structure
- Creating installable packages with dependencies
- Building wheels and source distributions
- Versioning and releasing Python packages
- Creating namespace packagespython-performance-optimization
When your agent uses it
Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.
What it loads into context
Frontmatter
44 tokensAlways available to the agent
SKILL.md
249 tokensWhen the skill is activated
Reference documents
5,366 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,368 bytesSKILL.mdcore1,368 bytesresources/implementation-playbook.mddoc21,162 bytes
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# Python Performance Optimization
Comprehensive guide to profiling, analyzing, and optimizing Python code for better performance, including CPU profiling, memory optimization, and implementation best practices.
## Use this skill when
- Identifying performance bottlenecks in Python applications
- Reducing application latency and response times
- Optimizing CPU-intensive operations
- Reducing memory consumption and memory leaks
- Improving database query performance
- Optimizing I/O operations
- Speeding up data processing pipelines
- Implementing high-performance algorithmspython-pro
When your agent uses it
Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python ecosystem including uv, ruff, pydantic, and FastAPI. Use PROACTIVELY for Python development, optimization, or advanced Python patterns.
What it loads into context
Frontmatter
76 tokensAlways available to the agent
SKILL.md
1,442 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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You are a Python expert specializing in modern Python 3.12+ development with cutting-edge tools and practices from the 2024/2025 ecosystem.
## Use this skill when
- Writing or reviewing Python 3.12+ codebases
- Implementing async workflows or performance optimizations
- Designing production-ready Python services or tooling
## Do not use this skill when
- You need guidance for a non-Python stack
- You only need basic syntax tutoring
- You cannot modify Python runtime or dependencies
## Instructionspython-testing-patterns
When your agent uses it
Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.
What it loads into context
Frontmatter
42 tokensAlways available to the agent
SKILL.md
254 tokensWhen the skill is activated
Reference documents
5,193 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,357 bytesSKILL.mdcore1,357 bytesresources/implementation-playbook.mddoc21,557 bytes
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# Python Testing Patterns
Comprehensive guide to implementing robust testing strategies in Python using pytest, fixtures, mocking, parameterization, and test-driven development practices.
## Use this skill when
- Writing unit tests for Python code
- Setting up test suites and test infrastructure
- Implementing test-driven development (TDD)
- Creating integration tests for APIs and services
- Mocking external dependencies and services
- Testing async code and concurrent operations
- Setting up continuous testing in CI/CD
- Implementing property-based testingquant-analyst
When your agent uses it
Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage. Use PROACTIVELY for quantitative finance, trading algorithms, or risk analysis.
What it loads into context
Frontmatter
63 tokensAlways available to the agent
SKILL.md
353 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Approach
- Output
Files
SKILL.mdcore1,749 bytes
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## Use this skill when
- Working on quant analyst tasks or workflows
- Needing guidance, best practices, or checklists for quant analyst
## Do not use this skill when
- The task is unrelated to quant analyst
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.rag-implementation
When your agent uses it
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.
What it loads into context
Frontmatter
53 tokensAlways available to the agent
SKILL.md
2,650 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
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Core Components
- Quick Start
- Advanced RAG Patterns
- Document Chunking Strategies
- Vector Store Configurations
- Retrieval Optimization
- Prompt Engineering for RAG
- Evaluation Metrics
- Best Practices
- Common Issues
Files
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# RAG Implementation
Master Retrieval-Augmented Generation (RAG) to build LLM applications that provide accurate, grounded responses using external knowledge sources.
## Use this skill when
- Building Q&A systems over proprietary documents
- Creating chatbots with current, factual information
- Implementing semantic search with natural language queries
- Reducing hallucinations with grounded responses
- Enabling LLMs to access domain-specific knowledge
- Building documentation assistants
- Creating research tools with source citation
react-modernization
When your agent uses it
Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to latest React versions.
What it loads into context
Frontmatter
47 tokensAlways available to the agent
SKILL.md
241 tokensWhen the skill is activated
Reference documents
2,743 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
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# React Modernization
Master React version upgrades, class to hooks migration, concurrent features adoption, and codemods for automated transformation.
## Use this skill when
- Upgrading React applications to latest versions
- Migrating class components to functional components with hooks
- Adopting concurrent React features (Suspense, transitions)
- Applying codemods for automated refactoring
- Modernizing state management patterns
- Updating to TypeScript
- Improving performance with React 18+ features
react-native-architecture
When your agent uses it
Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecting React Native projects.
What it loads into context
Frontmatter
47 tokensAlways available to the agent
SKILL.md
227 tokensWhen the skill is activated
Reference documents
4,163 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
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# React Native Architecture
Production-ready patterns for React Native development with Expo, including navigation, state management, native modules, and offline-first architecture.
## Use this skill when
- Starting a new React Native or Expo project
- Implementing complex navigation patterns
- Integrating native modules and platform APIs
- Building offline-first mobile applications
- Optimizing React Native performance
- Setting up CI/CD for mobile releases
## Do not use this skill whenreact-state-management
When your agent uses it
Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions.
What it loads into context
Frontmatter
45 tokensAlways available to the agent
SKILL.md
2,926 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Concepts
- Quick Start
- Patterns
- Best Practices
- Migration Guides
- Resources
Files
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# React State Management
Comprehensive guide to modern React state management patterns, from local component state to global stores and server state synchronization.
## Do not use this skill when
- The task is unrelated to react state management
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.reference-builder
When your agent uses it
Creates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable reference materials. Use PROACTIVELY for API docs, configuration references, or complete technical specifications.
What it loads into context
Frontmatter
57 tokensAlways available to the agent
SKILL.md
1,059 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
- Use this skill when
- Do not use this skill when
- Instructions
- Core Capabilities
- Reference Documentation Types
- Documentation Structure
- Content Organization
- Documentation Elements
- Quality Standards
- Special Sections
- Output Formats
- Reference Building Process
- Best Practices
Files
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## Use this skill when
- Working on reference builder tasks or workflows
- Needing guidance, best practices, or checklists for reference builder
## Do not use this skill when
- The task is unrelated to reference builder
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.reverse-engineer
When your agent uses it
Expert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and modern RE toolchains. Handles executable analysis, library inspection, protocol extraction, and vulnerability research. Use PROACTIVELY for binary analysis, CTF challenges, security research, or understanding undocumented software.
What it loads into context
Frontmatter
98 tokensAlways available to the agent
SKILL.md
1,293 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
- Use this skill when
- Do not use this skill when
- Instructions
- Analysis Methodology
- Response Approach
- Code Pattern Recognition
- Security & Ethics
- Example Interactions
Files
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# Common RE scripting environments
- IDAPython (IDA Pro scripting)
- Ghidra scripting (Java/Python via Jython)
- r2pipe (radare2 Python API)
- pwntools (CTF/exploitation toolkit)
- capstone (disassembly framework)
- keystone (assembly framework)
- unicorn (CPU emulator framework)
- angr (symbolic execution)
- Triton (dynamic binary analysis)
## Use this skill when
- Working on common re scripting environments tasks or workflowsrisk-manager
When your agent uses it
Monitor portfolio risk, R-multiples, and position limits. Creates hedging strategies, calculates expectancy, and implements stop-losses. Use PROACTIVELY for risk assessment, trade tracking, or portfolio protection.
What it loads into context
Frontmatter
60 tokensAlways available to the agent
SKILL.md
391 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Approach
- Output
Files
SKILL.mdcore1,840 bytes
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## Use this skill when
- Working on risk manager tasks or workflows
- Needing guidance, best practices, or checklists for risk manager
## Do not use this skill when
- The task is unrelated to risk manager
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.risk-metrics-calculation
When your agent uses it
Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.
What it loads into context
Frontmatter
49 tokensAlways available to the agent
SKILL.md
212 tokensWhen the skill is activated
Reference documents
4,524 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,080 bytesresources/implementation-playbook.mddoc18,855 bytes
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# Risk Metrics Calculation
Comprehensive risk measurement toolkit for portfolio management, including Value at Risk, Expected Shortfall, and drawdown analysis.
## Use this skill when
- Measuring portfolio risk
- Implementing risk limits
- Building risk dashboards
- Calculating risk-adjusted returns
- Setting position sizes
- Regulatory reporting
## Do not use this skill whenruby-pro
When your agent uses it
Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing frameworks. Use PROACTIVELY for Ruby refactoring, optimization, or complex Ruby features.
What it loads into context
Frontmatter
68 tokensAlways available to the agent
SKILL.md
373 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Approach
- Output
Files
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## Use this skill when
- Working on ruby pro tasks or workflows
- Needing guidance, best practices, or checklists for ruby pro
## Do not use this skill when
- The task is unrelated to ruby pro
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.rust-async-patterns
When your agent uses it
Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code.
What it loads into context
Frontmatter
43 tokensAlways available to the agent
SKILL.md
211 tokensWhen the skill is activated
Reference documents
3,060 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,096 bytesresources/implementation-playbook.mddoc12,298 bytes
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# Rust Async Patterns
Production patterns for async Rust programming with Tokio runtime, including tasks, channels, streams, and error handling.
## Use this skill when
- Building async Rust applications
- Implementing concurrent network services
- Using Tokio for async I/O
- Handling async errors properly
- Debugging async code issues
- Optimizing async performance
## Do not use this skill whenrust-pro
When your agent uses it
Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming. Expert in the latest Rust ecosystem including Tokio, axum, and cutting-edge crates. Use PROACTIVELY for Rust development, performance optimization, or systems programming.
What it loads into context
Frontmatter
75 tokensAlways available to the agent
SKILL.md
1,489 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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You are a Rust expert specializing in modern Rust 1.75+ development with advanced async programming, systems-level performance, and production-ready applications.
## Use this skill when
- Building Rust services, libraries, or systems tooling
- Solving ownership, lifetime, or async design issues
- Optimizing performance with memory safety guarantees
## Do not use this skill when
- You need a quick script or dynamic runtime
- You only need basic Rust syntax
- You cannot introduce Rust into the stack
## Instructionssaga-orchestration
When your agent uses it
Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensating transactions, or managing long-running workflows.
What it loads into context
Frontmatter
40 tokensAlways available to the agent
SKILL.md
3,439 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Concepts
- Templates
- Best Practices
- Resources
Files
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# Saga Orchestration
Patterns for managing distributed transactions and long-running business processes.
## Do not use this skill when
- The task is unrelated to saga orchestration
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.sales-automator
When your agent uses it
Draft cold emails, follow-ups, and proposal templates. Creates pricing pages, case studies, and sales scripts. Use PROACTIVELY for sales outreach or lead nurturing.
What it loads into context
Frontmatter
54 tokensAlways available to the agent
SKILL.md
303 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Approach
- Output
Files
SKILL.mdcore1,397 bytes
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## Use this skill when
- Working on sales automator tasks or workflows
- Needing guidance, best practices, or checklists for sales automator
## Do not use this skill when
- The task is unrelated to sales automator
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.sast-configuration
When your agent uses it
Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or automating code vulnerability detection.
What it loads into context
Frontmatter
46 tokensAlways available to the agent
SKILL.md
1,323 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
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Overview
- Core Capabilities
- Quick Start
- Integration Patterns
- Best Practices
- Common Use Cases
- Troubleshooting
- Related Skills
- Tool Comparison
- Next Steps
Files
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# SAST Configuration
Static Application Security Testing (SAST) tool setup, configuration, and custom rule creation for comprehensive security scanning across multiple programming languages.
## Use this skill when
- Set up SAST scanning in CI/CD pipelines
- Create custom security rules for your codebase
- Configure quality gates and compliance policies
- Optimize scan performance and reduce false positives
- Integrate multiple SAST tools for defense-in-depth
## Do not use this skill when
scala-pro
When your agent uses it
Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, ZIO/Cats Effect, and reactive architectures. Use PROACTIVELY for Scala system design, performance optimization, or enterprise integration.
What it loads into context
Frontmatter
76 tokensAlways available to the agent
SKILL.md
1,157 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
- Use this skill when
- Do not use this skill when
- Instructions
- Core Expertise
- Technical Excellence
- Architectural Principles
Files
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## Use this skill when
- Working on scala pro tasks or workflows
- Needing guidance, best practices, or checklists for scala pro
## Do not use this skill when
- The task is unrelated to scala pro
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.screen-reader-testing
When your agent uses it
Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology support.
What it loads into context
Frontmatter
43 tokensAlways available to the agent
SKILL.md
204 tokensWhen the skill is activated
Reference documents
2,970 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
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# Screen Reader Testing
Practical guide to testing web applications with screen readers for comprehensive accessibility validation.
## Use this skill when
- Validating screen reader compatibility
- Testing ARIA implementations
- Debugging assistive technology issues
- Verifying form accessibility
- Testing dynamic content announcements
- Ensuring navigation accessibility
## Do not use this skill whensearch-specialist
When your agent uses it
Expert web researcher using advanced search techniques and synthesis. Masters search operators, result filtering, and multi-source verification. Handles competitive analysis and fact-checking. Use PROACTIVELY for deep research, information gathering, or trend analysis.
What it loads into context
Frontmatter
67 tokensAlways available to the agent
SKILL.md
447 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Search Strategies
- Approach
- Output
Files
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## Use this skill when
- Working on search specialist tasks or workflows
- Needing guidance, best practices, or checklists for search specialist
## Do not use this skill when
- The task is unrelated to search specialist
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.secrets-management
When your agent uses it
Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD environments.
What it loads into context
Frontmatter
42 tokensAlways available to the agent
SKILL.md
1,877 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
- Purpose
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Secrets Management Tools
- HashiCorp Vault Integration
- AWS Secrets Manager
- GitHub Secrets
- GitLab CI/CD Variables
- Best Practices
- Secret Rotation
- External Secrets Operator
- Secret Scanning
- Related Skills
Files
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# Secrets Management
Secure secrets management practices for CI/CD pipelines using Vault, AWS Secrets Manager, and other tools.
## Purpose
Implement secure secrets management in CI/CD pipelines without hardcoding sensitive information.
## Use this skill when
- Store API keys and credentials
- Manage database passwords
- Handle TLS certificates
- Rotate secrets automaticallysecurity-auditor
When your agent uses it
Expert security auditor specializing in DevSecOps, comprehensive cybersecurity, and compliance frameworks. Masters vulnerability assessment, threat modeling, secure authentication (OAuth2/OIDC), OWASP standards, cloud security, and security automation. Handles DevSecOps integration, compliance (GDPR/HIPAA/SOC2), and incident response. Use PROACTIVELY for security audits, DevSecOps, or compliance implementation.
What it loads into context
Frontmatter
103 tokensAlways available to the agent
SKILL.md
2,063 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
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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You are a security auditor specializing in DevSecOps, application security, and comprehensive cybersecurity practices.
## Use this skill when
- Running security audits or risk assessments
- Reviewing SDLC security controls, CI/CD, or compliance readiness
- Investigating vulnerabilities or designing mitigation plans
- Validating authentication, authorization, and data protection controls
## Do not use this skill when
- You lack authorization or scope approval for security testing
- You need legal counsel or formal compliance certification
- You only need a quick automated scan without manual review
security-compliance-compliance-check
When your agent uses it
You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide implementation guidance.
What it loads into context
Frontmatter
50 tokensAlways available to the agent
SKILL.md
440 tokensWhen the skill is activated
Reference documents
6,173 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Safety
- Output Format
- Resources
Files
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# Regulatory Compliance Check
You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform comprehensive compliance audits and provide implementation guidance for achieving and maintaining compliance.
## Use this skill when
- Assessing compliance readiness for GDPR, HIPAA, SOC2, or PCI-DSS
- Building control checklists and audit evidence
- Designing compliance monitoring and reporting
## Do not use this skill when
- You need legal counsel or formal certification
- You do not have scope approval or access to required evidencesecurity-requirement-extraction
When your agent uses it
Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building security test cases.
What it loads into context
Frontmatter
41 tokensAlways available to the agent
SKILL.md
192 tokensWhen the skill is activated
Reference documents
5,101 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
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# Security Requirement Extraction
Transform threat analysis into actionable security requirements.
## Use this skill when
- Converting threat models to requirements
- Writing security user stories
- Creating security test cases
- Building security acceptance criteria
- Compliance requirement mapping
- Security architecture documentation
## Do not use this skill whensecurity-scanning-security-dependencies
When your agent uses it
You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across ecosystems to identify vulnerabilities, assess risks, and recommend remediation.
What it loads into context
Frontmatter
48 tokensAlways available to the agent
SKILL.md
327 tokensWhen the skill is activated
Reference documents
3,736 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Safety
- Resources
Files
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# Dependency Vulnerability Scanning
You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across multiple ecosystems to identify vulnerabilities, assess risks, and provide automated remediation strategies.
## Use this skill when
- Auditing dependencies for vulnerabilities or license risks
- Generating SBOMs for compliance or supply chain visibility
- Planning remediation for outdated or vulnerable packages
- Standardizing dependency scanning across ecosystems
## Do not use this skill when
- You only need runtime security testingsecurity-scanning-security-hardening
When your agent uses it
Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls.
What it loads into context
Frontmatter
29 tokensAlways available to the agent
SKILL.md
2,118 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
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Phase 1: Comprehensive Security Assessment
- Phase 2: Vulnerability Remediation
- Phase 3: Security Controls Implementation
- Phase 4: Validation and Compliance
- Configuration Options
- Success Criteria
- Coordination Notes
Files
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Implement comprehensive security hardening with defense-in-depth strategy through coordinated multi-agent orchestration:
[Extended thinking: This workflow implements a defense-in-depth security strategy across all application layers. It coordinates specialized security agents to perform comprehensive assessments, implement layered security controls, and establish continuous security monitoring. The approach follows modern DevSecOps principles with shift-left security, automated scanning, and compliance validation. Each phase builds upon previous findings to create a resilient security posture that addresses both current vulnerabilities and future threats.]
## Use this skill when
- Running a coordinated security hardening program
- Establishing defense-in-depth controls across app, infra, and CI/CD
- Prioritizing remediation from scans and threat modeling
## Do not use this skill when
- You only need a quick scan without remediation work
- You lack authorization for security testing or changessecurity-scanning-security-sast
When your agent uses it
Static Application Security Testing (SAST) for code vulnerability analysis across multiple languages and frameworks
What it loads into context
Frontmatter
109 tokensAlways available to the agent
SKILL.md
3,643 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
- Capabilities
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- SAST Tool Selection
- Vulnerability Patterns
- Framework Security
- Multi-Language Scanner Implementation
- CI/CD Integration
- Best Practices
- Related Tools
Files
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# SAST Security Plugin
Static Application Security Testing (SAST) for comprehensive code vulnerability detection across multiple languages, frameworks, and security patterns.
## Capabilities
- **Multi-language SAST**: Python, JavaScript/TypeScript, Java, Ruby, PHP, Go, Rust
- **Tool integration**: Bandit, Semgrep, ESLint Security, SonarQube, CodeQL, PMD, SpotBugs, Brakeman, gosec, cargo-clippy
- **Vulnerability patterns**: SQL injection, XSS, hardcoded secrets, path traversal, IDOR, CSRF, insecure deserialization
- **Framework analysis**: Django, Flask, React, Express, Spring Boot, Rails, Laravel
- **Custom rule authoring**: Semgrep pattern development for organization-specific security policies
## Use this skill when
Use for code review security analysis, injection vulnerabilities, hardcoded secrets, framework-specific patterns, custom security policy enforcement, pre-deployment validation, legacy code assessment, and compliance (OWASP, PCI-DSS, SOC2).seo-authority-builder
When your agent uses it
Analyzes content for E-E-A-T signals and suggests improvements to build authority and trust. Identifies missing credibility elements. Use PROACTIVELY for YMYL topics.
What it loads into context
Frontmatter
56 tokensAlways available to the agent
SKILL.md
700 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- E-E-A-T Framework
- Approach
- Output
Files
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## Use this skill when
- Working on seo authority builder tasks or workflows
- Needing guidance, best practices, or checklists for seo authority builder
## Do not use this skill when
- The task is unrelated to seo authority builder
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.seo-cannibalization-detector
When your agent uses it
Analyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use PROACTIVELY when reviewing similar content.
What it loads into context
Frontmatter
55 tokensAlways available to the agent
SKILL.md
660 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Cannibalization Types
- Prevention Strategy
- Approach
- Output
Files
SKILL.mdcore3,139 bytes
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## Use this skill when
- Working on seo cannibalization detector tasks or workflows
- Needing guidance, best practices, or checklists for seo cannibalization detector
## Do not use this skill when
- The task is unrelated to seo cannibalization detector
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.seo-content-auditor
When your agent uses it
Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established guidelines. Use PROACTIVELY for content review.
What it loads into context
Frontmatter
60 tokensAlways available to the agent
SKILL.md
508 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- What I Can Analyze
- What I Cannot Do
- Approach
- Output
Files
SKILL.mdcore2,490 bytes
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## Use this skill when
- Working on seo content auditor tasks or workflows
- Needing guidance, best practices, or checklists for seo content auditor
## Do not use this skill when
- The task is unrelated to seo content auditor
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.seo-content-planner
When your agent uses it
Creates comprehensive content outlines and topic clusters for SEO. Plans content calendars and identifies topic gaps. Use PROACTIVELY for content strategy and planning.
What it loads into context
Frontmatter
48 tokensAlways available to the agent
SKILL.md
534 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Planning Framework
- Approach
- Output
Files
SKILL.mdcore2,501 bytes
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## Use this skill when
- Working on seo content planner tasks or workflows
- Needing guidance, best practices, or checklists for seo content planner
## Do not use this skill when
- The task is unrelated to seo content planner
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.seo-content-refresher
When your agent uses it
Identifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating. Use PROACTIVELY for older content.
What it loads into context
Frontmatter
55 tokensAlways available to the agent
SKILL.md
643 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Content Freshness Guidelines
- Refresh Priority Matrix
- Approach
- Output
Files
SKILL.mdcore3,019 bytes
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## Use this skill when
- Working on seo content refresher tasks or workflows
- Needing guidance, best practices, or checklists for seo content refresher
## Do not use this skill when
- The task is unrelated to seo content refresher
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.seo-content-writer
When your agent uses it
Writes SEO-optimized content based on provided keywords and topic briefs. Creates engaging, comprehensive content following best practices. Use PROACTIVELY for content creation tasks.
What it loads into context
Frontmatter
52 tokensAlways available to the agent
SKILL.md
531 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Content Creation Framework
- Approach
- Output
Files
SKILL.mdcore2,485 bytes
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## Use this skill when
- Working on seo content writer tasks or workflows
- Needing guidance, best practices, or checklists for seo content writer
## Do not use this skill when
- The task is unrelated to seo content writer
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.seo-keyword-strategist
When your agent uses it
Analyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents over-optimization. Use PROACTIVELY for content optimization.
What it loads into context
Frontmatter
60 tokensAlways available to the agent
SKILL.md
549 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Keyword Density Guidelines
- Entity Analysis Framework
- Approach
- Output
Files
SKILL.mdcore2,720 bytes
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## Use this skill when
- Working on seo keyword strategist tasks or workflows
- Needing guidance, best practices, or checklists for seo keyword strategist
## Do not use this skill when
- The task is unrelated to seo keyword strategist
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.seo-meta-optimizer
When your agent uses it
Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. Use PROACTIVELY for new content.
What it loads into context
Frontmatter
53 tokensAlways available to the agent
SKILL.md
556 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Optimization Rules
- Approach
- Output
Files
SKILL.mdcore2,664 bytes
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## Use this skill when
- Working on seo meta optimizer tasks or workflows
- Needing guidance, best practices, or checklists for seo meta optimizer
## Do not use this skill when
- The task is unrelated to seo meta optimizer
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.seo-snippet-hunter
When your agent uses it
Formats content to be eligible for featured snippets and SERP features. Creates snippet-optimized content blocks based on best practices. Use PROACTIVELY for question-based content.
What it loads into context
Frontmatter
54 tokensAlways available to the agent
SKILL.md
622 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Snippet Types & Formats
- Snippet Optimization Strategy
- Approach
- Output
Files
SKILL.mdcore2,934 bytes
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## Use this skill when
- Working on seo snippet hunter tasks or workflows
- Needing guidance, best practices, or checklists for seo snippet hunter
## Do not use this skill when
- The task is unrelated to seo snippet hunter
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.seo-structure-architect
When your agent uses it
Analyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates search-friendly content organization. Use PROACTIVELY for content structuring.
What it loads into context
Frontmatter
58 tokensAlways available to the agent
SKILL.md
611 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Header Tag Best Practices
- Siloing Strategy
- Schema Markup Priority
- Approach
- Output
Files
SKILL.mdcore2,878 bytes
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## Use this skill when
- Working on seo structure architect tasks or workflows
- Needing guidance, best practices, or checklists for seo structure architect
## Do not use this skill when
- The task is unrelated to seo structure architect
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.service-mesh-expert
When your agent uses it
Design service meshes with Istio or Linkerd, including traffic management, security, and observability. Use when configuring service communication, mesh policies, or multi-cluster networking.
What it loads into context
Frontmatter
46 tokensAlways available to the agent
SKILL.md
437 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
- Do not use this skill when
- Instructions
- Capabilities
- Use this skill when
- Workflow
- Best Practices
Files
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# Service Mesh Expert
Expert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observability integration, and multi-cluster mesh configurations. Use PROACTIVELY for service mesh architecture, zero-trust networking, or microservices communication patterns.
## Do not use this skill when
- The task is unrelated to service mesh expert
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.service-mesh-observability
When your agent uses it
Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SLOs for service communication.
What it loads into context
Frontmatter
47 tokensAlways available to the agent
SKILL.md
2,621 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Concepts
- Templates
- Alerting Rules
- Best Practices
- Resources
Files
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# Service Mesh Observability
Complete guide to observability patterns for Istio, Linkerd, and service mesh deployments.
## Do not use this skill when
- The task is unrelated to service mesh observability
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.shellcheck-configuration
When your agent uses it
Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuring script portability.
What it loads into context
Frontmatter
39 tokensAlways available to the agent
SKILL.md
2,604 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
- Do not use this skill when
- Instructions
- Use this skill when
- ShellCheck Fundamentals
- Configuration Files
- Common ShellCheck Error Codes
- Practical Configuration Examples
- Integration Patterns
- Handling ShellCheck Violations
- Performance Optimization
- Output Formats
- Best Practices
- Resources
Files
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# ShellCheck Configuration and Static Analysis
Comprehensive guidance for configuring and using ShellCheck to improve shell script quality, catch common pitfalls, and enforce best practices through static code analysis.
## Do not use this skill when
- The task is unrelated to shellcheck configuration and static analysis
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.similarity-search-patterns
When your agent uses it
Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.
What it loads into context
Frontmatter
33 tokensAlways available to the agent
SKILL.md
189 tokensWhen the skill is activated
Reference documents
3,749 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,044 bytesresources/implementation-playbook.mddoc17,897 bytes
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# Similarity Search Patterns
Patterns for implementing efficient similarity search in production systems.
## Use this skill when
- Building semantic search systems
- Implementing RAG retrieval
- Creating recommendation engines
- Optimizing search latency
- Scaling to millions of vectors
- Combining semantic and keyword search
## Do not use this skill whenslo-implementation
When your agent uses it
Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliability targets, implementing SRE practices, or measuring service performance.
What it loads into context
Frontmatter
50 tokensAlways available to the agent
SKILL.md
2,133 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
- Do not use this skill when
- Instructions
- Purpose
- Use this skill when
- SLI/SLO/SLA Hierarchy
- Defining SLIs
- Setting SLO Targets
- Error Budget Calculation
- SLO Implementation
- SLO Dashboard
- Multi-Window Burn Rate Alerts
- SLO Review Process
- Best Practices
- Related Skills
Files
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# SLO Implementation
Framework for defining and implementing Service Level Indicators (SLIs), Service Level Objectives (SLOs), and error budgets.
## Do not use this skill when
- The task is unrelated to slo implementation
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.solidity-security
When your agent uses it
Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementing security measures for blockchain applications.
What it loads into context
Frontmatter
41 tokensAlways available to the agent
SKILL.md
220 tokensWhen the skill is activated
Reference documents
3,067 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,245 bytesresources/implementation-playbook.mddoc13,454 bytes
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# Solidity Security
Master smart contract security best practices, vulnerability prevention, and secure Solidity development patterns.
## Use this skill when
- Writing secure smart contracts
- Auditing existing contracts for vulnerabilities
- Implementing secure DeFi protocols
- Preventing reentrancy, overflow, and access control issues
- Optimizing gas usage while maintaining security
- Preparing contracts for professional audits
- Understanding common attack vectors
spark-optimization
When your agent uses it
Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.
What it loads into context
Frontmatter
41 tokensAlways available to the agent
SKILL.md
3,387 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Concepts
- Quick Start
- Patterns
- Configuration Cheat Sheet
- Best Practices
- Resources
Files
SKILL.mdcore13,197 bytesSKILL.mdcore13,197 bytesSKILL.mdcore13,197 bytesSKILL.mdcore13,197 bytesSKILL.mdcore13,197 bytesSKILL.mdcore13,197 bytesSKILL.mdcore13,197 bytesSKILL.mdcore13,197 bytesSKILL.mdcore13,197 bytesSKILL.mdcore13,197 bytes
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# Apache Spark Optimization
Production patterns for optimizing Apache Spark jobs including partitioning strategies, memory management, shuffle optimization, and performance tuning.
## Do not use this skill when
- The task is unrelated to apache spark optimization
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.sql-optimization-patterns
When your agent uses it
Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance.
What it loads into context
Frontmatter
48 tokensAlways available to the agent
SKILL.md
235 tokensWhen the skill is activated
Reference documents
3,329 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,266 bytesresources/implementation-playbook.mddoc12,787 bytes
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# SQL Optimization Patterns
Transform slow database queries into lightning-fast operations through systematic optimization, proper indexing, and query plan analysis.
## Use this skill when
- Debugging slow-running queries
- Designing performant database schemas
- Optimizing application response times
- Reducing database load and costs
- Improving scalability for growing datasets
- Analyzing EXPLAIN query plans
- Implementing efficient indexes
- Resolving N+1 query problemssql-pro
When your agent uses it
Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid analytical systems. Use PROACTIVELY for database optimization or complex analysis.
What it loads into context
Frontmatter
63 tokensAlways available to the agent
SKILL.md
1,435 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
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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You are an expert SQL specialist mastering modern database systems, performance optimization, and advanced analytical techniques across cloud-native and hybrid OLTP/OLAP environments.
## Use this skill when
- Writing complex SQL queries or analytics
- Tuning query performance with indexes or plans
- Designing SQL patterns for OLTP/OLAP workloads
## Do not use this skill when
- You only need ORM-level guidance
- The system is non-SQL or document-only
- You cannot access query plans or schema details
## Instructionsstartup-analyst
When your agent uses it
Expert startup business analyst specializing in market sizing, financial modeling, competitive analysis, and strategic planning for early-stage companies. Use PROACTIVELY when the user asks about market opportunity, TAM/SAM/SOM, financial projections, unit economics, competitive landscape, team planning, startup metrics, or business strategy for pre-seed through Series A startups.
What it loads into context
Frontmatter
93 tokensAlways available to the agent
SKILL.md
2,327 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Core Expertise
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
- When to Use This Agent
- Integration with Commands
- Tools and Resources
- Quality Standards
- Output Format
- Special Considerations
Files
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## Use this skill when
- Working on startup analyst tasks or workflows
- Needing guidance, best practices, or checklists for startup analyst
## Do not use this skill when
- The task is unrelated to startup analyst
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.startup-business-analyst-business-case
When your agent uses it
Generate comprehensive investor-ready business case document with market, solution, financials, and strategy
What it loads into context
Frontmatter
46 tokensAlways available to the agent
SKILL.md
2,860 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
- Use this skill when
- Do not use this skill when
- Instructions
- What This Command Does
- Instructions for Claude
- Business Case Document Structure
- Best Practices
- Integration with Other Commands
- Example Usage
- Notes
Files
SKILL.mdcore11,664 bytes
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# Business Case Generator
Generate a comprehensive, investor-ready business case document covering market opportunity, solution, competitive landscape, financial projections, team, risks, and funding ask for startup fundraising and strategic planning.
## Use this skill when
- Working on business case generator tasks or workflows
- Needing guidance, best practices, or checklists for business case generator
## Do not use this skill when
- The task is unrelated to business case generator
- You need a different domain or tool outside this scope
startup-business-analyst-financial-projections
When your agent uses it
Create detailed 3-5 year financial model with revenue, costs, cash flow, and scenarios
What it loads into context
Frontmatter
50 tokensAlways available to the agent
SKILL.md
2,240 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
- Use this skill when
- Do not use this skill when
- Instructions
- What This Command Does
- Instructions for Claude
- Financial Model Best Practices
- Integration with Other Commands
- Example Usage
- Notes
Files
SKILL.mdcore8,669 bytes
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# Financial Projections
Create a comprehensive 3-5 year financial model with revenue projections, cost structure, headcount planning, cash flow analysis, and three-scenario modeling (conservative, base, optimistic) for startup financial planning and fundraising.
## Use this skill when
- Working on financial projections tasks or workflows
- Needing guidance, best practices, or checklists for financial projections
## Do not use this skill when
- The task is unrelated to financial projections
- You need a different domain or tool outside this scope
startup-business-analyst-market-opportunity
When your agent uses it
Generate comprehensive market opportunity analysis with TAM/SAM/SOM calculations
What it loads into context
Frontmatter
42 tokensAlways available to the agent
SKILL.md
1,522 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
- Use this skill when
- Do not use this skill when
- Instructions
- What This Command Does
- Instructions for Claude
- Tips for Best Results
- Example Usage
- Integration with Other Commands
- Notes
Files
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# Market Opportunity Analysis
Generate a comprehensive market opportunity analysis for a startup, including Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) calculations using both bottom-up and top-down methodologies.
## Use this skill when
- Working on market opportunity analysis tasks or workflows
- Needing guidance, best practices, or checklists for market opportunity analysis
## Do not use this skill when
- The task is unrelated to market opportunity analysis
- You need a different domain or tool outside this scope
startup-financial-modeling
When your agent uses it
This skill should be used when the user asks to "create financial projections", "build a financial model", "forecast revenue", "calculate burn rate", "estimate runway", "model cash flow", or requests 3-5 year financial planning for a startup.
What it loads into context
Frontmatter
79 tokensAlways available to the agent
SKILL.md
2,732 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
- Use this skill when
- Do not use this skill when
- Instructions
- Overview
- Core Components
- Financial Model Structure
- Step-by-Step Process
- Business Model Templates
- Fundraising Integration
- Common Pitfalls
- Model Validation
- Quick Start
Files
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# Startup Financial Modeling
Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups.
## Use this skill when
- Working on startup financial modeling tasks or workflows
- Needing guidance, best practices, or checklists for startup financial modeling
## Do not use this skill when
- The task is unrelated to startup financial modeling
- You need a different domain or tool outside this scope
startup-metrics-framework
When your agent uses it
This skill should be used when the user asks about "key startup metrics", "SaaS metrics", "CAC and LTV", "unit economics", "burn multiple", "rule of 40", "marketplace metrics", or requests guidance on tracking and optimizing business performance metrics.
What it loads into context
Frontmatter
82 tokensAlways available to the agent
SKILL.md
240 tokensWhen the skill is activated
Reference documents
2,774 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
SKILL.mdcore1,170 bytesresources/implementation-playbook.mddoc9,688 bytes
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# Startup Metrics Framework
Comprehensive guide to tracking, calculating, and optimizing key performance metrics for different startup business models from seed through Series A.
## Use this skill when
- Working on startup metrics framework tasks or workflows
- Needing guidance, best practices, or checklists for startup metrics framework
## Do not use this skill when
- The task is unrelated to startup metrics framework
- You need a different domain or tool outside this scope
stride-analysis-patterns
When your agent uses it
Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation.
What it loads into context
Frontmatter
34 tokensAlways available to the agent
SKILL.md
191 tokensWhen the skill is activated
Reference documents
4,589 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
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# STRIDE Analysis Patterns
Systematic threat identification using the STRIDE methodology.
## Use this skill when
- Starting new threat modeling sessions
- Analyzing existing system architecture
- Reviewing security design decisions
- Creating threat documentation
- Training teams on threat identification
- Compliance and audit preparation
## Do not use this skill whenstripe-integration
When your agent uses it
Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or implementing secure checkout flows.
What it loads into context
Frontmatter
45 tokensAlways available to the agent
SKILL.md
2,689 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Concepts
- Quick Start
- Payment Implementation Patterns
- Webhook Handling
- Customer Management
- Refund Handling
- Testing
- Best Practices
- Common Pitfalls
Files
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# Stripe Integration
Master Stripe payment processing integration for robust, PCI-compliant payment flows including checkout, subscriptions, webhooks, and refunds.
## Do not use this skill when
- The task is unrelated to stripe integration
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.systems-programming-rust-project
When your agent uses it
Scaffold Rust projects with Cargo, module organization, testing, and development tooling. Use when starting Rust applications or libraries and establishing their project structure.
What it loads into context
Frontmatter
41 tokensAlways available to the agent
SKILL.md
2,551 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
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Output Format
Files
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# Rust Project Scaffolding
You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo tooling, proper module organization, testing setup, and configuration following Rust best practices.
## Use this skill when
- Working on rust project scaffolding tasks or workflows
- Needing guidance, best practices, or checklists for rust project scaffolding
## Do not use this skill when
- The task is unrelated to rust project scaffolding
- You need a different domain or tool outside this scope
tailwind-design-system
When your agent uses it
Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI patterns.
What it loads into context
Frontmatter
44 tokensAlways available to the agent
SKILL.md
230 tokensWhen the skill is activated
Reference documents
4,934 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
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# Tailwind Design System
Build production-ready design systems with Tailwind CSS, including design tokens, component variants, responsive patterns, and accessibility.
## Use this skill when
- Creating a component library with Tailwind
- Implementing design tokens and theming
- Building responsive and accessible components
- Standardizing UI patterns across a codebase
- Migrating to or extending Tailwind CSS
- Setting up dark mode and color schemes
## Do not use this skill whentdd-orchestrator
When your agent uses it
Master TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development practices. Enforces TDD best practices across teams with AI-assisted testing and modern frameworks. Use PROACTIVELY for TDD implementation and governance.
What it loads into context
Frontmatter
77 tokensAlways available to the agent
SKILL.md
1,815 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
- Use this skill when
- Do not use this skill when
- Instructions
- Expert Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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## Use this skill when
- Working on tdd orchestrator tasks or workflows
- Needing guidance, best practices, or checklists for tdd orchestrator
## Do not use this skill when
- The task is unrelated to tdd orchestrator
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.tdd-workflows-tdd-cycle
When your agent uses it
Coordinate the test-driven development cycle from requirements and failing tests through implementation, refactoring, and validation. Use when building a feature with a structured TDD workflow.
What it loads into context
Frontmatter
45 tokensAlways available to the agent
SKILL.md
1,901 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
- Use this skill when
- Do not use this skill when
- Instructions
- Configuration
- Phase 1: Test Specification and Design
- Phase 2: RED - Write Failing Tests
- Phase 3: GREEN - Make Tests Pass
- Phase 4: REFACTOR - Improve Code Quality
- Phase 5: Integration and System Tests
- Phase 6: Continuous Improvement Cycle
- Incremental Development Mode
- Test Suite Mode
- Validation Checkpoints
- Coverage Reports
- Failure Recovery
- TDD Metrics Tracking
- Anti-Patterns to Avoid
- Success Criteria
- Notes
Files
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## Use this skill when
- Working on tdd workflows tdd cycle tasks or workflows
- Needing guidance, best practices, or checklists for tdd workflows tdd cycle
## Do not use this skill when
- The task is unrelated to tdd workflows tdd cycle
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.tdd-workflows-tdd-green
When your agent uses it
Implement the minimal code needed to make failing tests pass in the TDD green phase.
What it loads into context
Frontmatter
29 tokensAlways available to the agent
SKILL.md
419 tokensWhen the skill is activated
Reference documents
5,585 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Resources
Files
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# Green Phase: Simple function
def product_list(request):
products = Product.objects.all()
return JsonResponse({'products': list(products.values())})
# Refactor: Class-based view
class ProductListView(View):
def get(self, request):
products = Product.objects.all()
return JsonResponse({'products': list(products.values())})
# Refactor: Generic view
class ProductListView(ListView):
model = Producttdd-workflows-tdd-red
When your agent uses it
Generate failing tests for the TDD red phase to define expected behavior and edge cases.
What it loads into context
Frontmatter
29 tokensAlways available to the agent
SKILL.md
1,032 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
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Role
- Prompt Template
- Core Requirements
- Framework Patterns
- Quality Checklist
- Anti-Patterns to Avoid
- Edge Case Categories
- Output Requirements
- Validation
- Example (Minimal)
Files
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Write comprehensive failing tests following TDD red phase principles.
[Extended thinking: Generates failing tests that properly define expected behavior using test-automator agent.]
## Use this skill when
- Starting the TDD red phase for new behavior
- You need failing tests that capture expected behavior
- You want edge case coverage before implementation
## Do not use this skill when
- You are in the green or refactor phase
- You only need performance benchmarkstdd-workflows-tdd-refactor
When your agent uses it
Refactor code while preserving passing tests and behavior. Use during the TDD refactor phase to remove duplication, improve design, and verify each structural change.
What it loads into context
Frontmatter
45 tokensAlways available to the agent
SKILL.md
1,254 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
- Use this skill when
- Do not use this skill when
- Instructions
- Usage
- Core Process
- Output Requirements
- Safety Checklist
- Recovery Protocol
- Example: Extract Method Pattern
Files
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## Use this skill when
- Working on tdd workflows tdd refactor tasks or workflows
- Needing guidance, best practices, or checklists for tdd workflows tdd refactor
## Do not use this skill when
- The task is unrelated to tdd workflows tdd refactor
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.team-collaboration-issue
When your agent uses it
Resolve GitHub issues through triage, reproduction, implementation, testing, and collaboration. Use when investigating a reported bug or delivering a feature described in an issue.
What it loads into context
Frontmatter
44 tokensAlways available to the agent
SKILL.md
300 tokensWhen the skill is activated
Reference documents
4,188 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Resources
Files
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# GitHub Issue Resolution Expert
You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows. Your expertise spans issue triage, root cause analysis, test-driven development, and pull request management. You excel at transforming vague bug reports into actionable fixes and feature requests into production-ready code.
## Use this skill when
- Working on github issue resolution expert tasks or workflows
- Needing guidance, best practices, or checklists for github issue resolution expert
## Do not use this skill when
- The task is unrelated to github issue resolution expert
- You need a different domain or tool outside this scope
team-collaboration-standup-notes
When your agent uses it
You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remote team coordination patterns.
What it loads into context
Frontmatter
45 tokensAlways available to the agent
SKILL.md
392 tokensWhen the skill is activated
Reference documents
6,850 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Resources
Files
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# Standup Notes Generator
You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remote team coordination patterns.
## Use this skill when
- Working on standup notes generator tasks or workflows
- Needing guidance, best practices, or checklists for standup notes generator
## Do not use this skill when
- The task is unrelated to standup notes generator
- You need a different domain or tool outside this scope
team-composition-analysis
When your agent uses it
This skill should be used when the user asks to "plan team structure", "determine hiring needs", "design org chart", "calculate compensation", "plan equity allocation", or requests organizational design and headcount planning for a startup.
What it loads into context
Frontmatter
73 tokensAlways available to the agent
SKILL.md
2,817 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
- Use this skill when
- Do not use this skill when
- Instructions
- Overview
- Team Structure by Stage
- Role-by-Role Planning
- Compensation Strategy
- Equity Allocation
- Organizational Design
- Full-Time vs. Contract
- Hiring Velocity
- Budget Planning
- Quick Start
Files
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# Team Composition Analysis
Design optimal team structures, hiring plans, compensation strategies, and equity allocation for early-stage startups from pre-seed through Series A.
## Use this skill when
- Working on team composition analysis tasks or workflows
- Needing guidance, best practices, or checklists for team composition analysis
## Do not use this skill when
- The task is unrelated to team composition analysis
- You need a different domain or tool outside this scope
temporal-python-pro
When your agent uses it
Master Temporal workflow orchestration with Python SDK. Implements durable workflows, saga patterns, and distributed transactions. Covers async/await, testing strategies, and production deployment. Use PROACTIVELY for workflow design, microservice orchestration, or long-running processes.
What it loads into context
Frontmatter
71 tokensAlways available to the agent
SKILL.md
2,059 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- When to Use Temporal Python
- Common Pitfalls
- Integration Patterns
- Best Practices
- Resources
Files
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## Use this skill when
- Working on temporal python pro tasks or workflows
- Needing guidance, best practices, or checklists for temporal python pro
## Do not use this skill when
- The task is unrelated to temporal python pro
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.temporal-python-testing
When your agent uses it
Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal workflow tests or debugging test failures.
What it loads into context
Frontmatter
48 tokensAlways available to the agent
SKILL.md
1,067 tokensWhen the skill is activated
Reference documents
10,211 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Do not use this skill when
- Instructions
- Use this skill when
- Testing Philosophy
- Available Resources
- Quick Start Guide
- Coverage Targets
- Key Testing Principles
- How to Use Resources
- Additional References
Files
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# Temporal Python Testing Strategies
Comprehensive testing approaches for Temporal workflows using pytest, progressive disclosure resources for specific testing scenarios.
## Do not use this skill when
- The task is unrelated to temporal python testing strategies
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.terraform-module-library
When your agent uses it
Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, or implementing reusable IaC components.
What it loads into context
Frontmatter
46 tokensAlways available to the agent
SKILL.md
1,500 tokensWhen the skill is activated
Reference documents
324 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Do not use this skill when
- Instructions
- Purpose
- Use this skill when
- Module Structure
- Standard Module Pattern
- AWS VPC Module Example
- Best Practices
- Module Composition
- Reference Files
- Testing
- Related Skills
Files
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# Terraform Module Library
Production-ready Terraform module patterns for AWS, Azure, and GCP infrastructure.
## Do not use this skill when
- The task is unrelated to terraform module library
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.terraform-specialist
When your agent uses it
Expert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infrastructure patterns. Handles complex module design, multi-cloud deployments, GitOps workflows, policy as code, and CI/CD integration. Covers migration strategies, security best practices, and modern IaC ecosystems. Use PROACTIVELY for advanced IaC, state management, or infrastructure automation.
What it loads into context
Frontmatter
97 tokensAlways available to the agent
SKILL.md
1,803 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
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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You are a Terraform/OpenTofu specialist focused on advanced infrastructure automation, state management, and modern IaC practices.
## Use this skill when
- Designing Terraform/OpenTofu modules or environments
- Managing state backends, workspaces, or multi-cloud stacks
- Implementing policy-as-code and CI/CD automation for IaC
## Do not use this skill when
- You only need a one-off manual infrastructure change
- You are locked to a different IaC tool or platform
- You cannot store or secure state remotely
## Instructionstest-automator
When your agent uses it
Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies with advanced CI/CD integration. Use PROACTIVELY for testing automation or quality assurance.
What it loads into context
Frontmatter
62 tokensAlways available to the agent
SKILL.md
2,044 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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## Use this skill when
- Working on test automator tasks or workflows
- Needing guidance, best practices, or checklists for test automator
## Do not use this skill when
- The task is unrelated to test automator
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.threat-mitigation-mapping
When your agent uses it
Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness.
What it loads into context
Frontmatter
38 tokensAlways available to the agent
SKILL.md
190 tokensWhen the skill is activated
Reference documents
5,584 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
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# Threat Mitigation Mapping
Connect threats to controls for effective security planning.
## Use this skill when
- Prioritizing security investments
- Creating remediation roadmaps
- Validating control coverage
- Designing defense-in-depth
- Security architecture review
- Risk treatment planning
## Do not use this skill whenthreat-modeling-expert
When your agent uses it
Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use for security architecture reviews, threat identification, and secure-by-design planning.
What it loads into context
Frontmatter
56 tokensAlways available to the agent
SKILL.md
392 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
- Capabilities
- Use this skill when
- Do not use this skill when
- Instructions
- Safety
- Best Practices
Files
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# Threat Modeling Expert
Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use PROACTIVELY for security architecture reviews, threat identification, or building secure-by-design systems.
## Capabilities
- STRIDE threat analysis
- Attack tree construction
- Data flow diagram analysis
- Security requirement extraction
- Risk prioritization and scoring
- Mitigation strategy design
- Security control mapping
track-management
When your agent uses it
Use this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, plan.md, and track lifecycle operations.
What it loads into context
Frontmatter
63 tokensAlways available to the agent
SKILL.md
265 tokensWhen the skill is activated
Reference documents
3,290 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
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# Track Management
Guide for creating, managing, and completing Conductor tracks - the logical work units that organize features, bugs, and refactors through specification, planning, and implementation phases.
## Use this skill when
- Creating new feature, bug, or refactor tracks
- Writing or reviewing spec.md files
- Creating or updating plan.md files
- Managing track lifecycle from creation to completion
- Understanding track status markers and conventions
- Working with the tracks.md registry
- Interpreting or updating track metadata
turborepo-caching
When your agent uses it
Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.
What it loads into context
Frontmatter
45 tokensAlways available to the agent
SKILL.md
2,411 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
- Do not use this skill when
- Instructions
- Use this skill when
- Core Concepts
- Templates
- Debugging Cache
- Best Practices
- Resources
Files
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# Turborepo Caching
Production patterns for Turborepo build optimization.
## Do not use this skill when
- The task is unrelated to turborepo caching
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.tutorial-engineer
When your agent uses it
Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples. Use PROACTIVELY for onboarding guides, feature tutorials, or concept explanations.
What it loads into context
Frontmatter
59 tokensAlways available to the agent
SKILL.md
984 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
- Use this skill when
- Do not use this skill when
- Instructions
- Core Expertise
- Tutorial Development Process
- Tutorial Structure
- Writing Principles
- Content Elements
- Exercise Types
- Common Tutorial Formats
- Quality Checklist
- Output Format
Files
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## Use this skill when
- Working on tutorial engineer tasks or workflows
- Needing guidance, best practices, or checklists for tutorial engineer
## Do not use this skill when
- The task is unrelated to tutorial engineer
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.typescript-advanced-types
When your agent uses it
Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex type logic, creating reusable type utilities, or ensuring compile-time type safety in TypeScript projects.
What it loads into context
Frontmatter
62 tokensAlways available to the agent
SKILL.md
269 tokensWhen the skill is activated
Reference documents
4,513 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Use this skill when
- Do not use this skill when
- Instructions
- Resources
Files
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# TypeScript Advanced Types
Comprehensive guidance for mastering TypeScript's advanced type system including generics, conditional types, mapped types, template literal types, and utility types for building robust, type-safe applications.
## Use this skill when
- Building type-safe libraries or frameworks
- Creating reusable generic components
- Implementing complex type inference logic
- Designing type-safe API clients
- Building form validation systems
- Creating strongly-typed configuration objects
- Implementing type-safe state management
- Migrating JavaScript codebases to TypeScripttypescript-pro
When your agent uses it
Master TypeScript with advanced types, generics, and strict type safety. Handles complex type systems, decorators, and enterprise-grade patterns. Use PROACTIVELY for TypeScript architecture, type inference optimization, or advanced typing patterns.
What it loads into context
Frontmatter
66 tokensAlways available to the agent
SKILL.md
418 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
- Use this skill when
- Do not use this skill when
- Instructions
- Focus Areas
- Approach
- Output
Files
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You are a TypeScript expert specializing in advanced typing and enterprise-grade development.
## Use this skill when
- Designing TypeScript architectures or shared types
- Solving complex typing, generics, or inference issues
- Hardening type safety for production systems
## Do not use this skill when
- You only need JavaScript guidance
- You cannot enforce TypeScript in the build pipeline
- You need UI/UX design rather than type design
## Instructionsui-ux-designer
When your agent uses it
Create interface designs, wireframes, and design systems. Masters user research, accessibility standards, and modern design tools. Specializes in design tokens, component libraries, and inclusive design. Use PROACTIVELY for design systems, user flows, or interface optimization.
What it loads into context
Frontmatter
75 tokensAlways available to the agent
SKILL.md
1,646 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
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## Use this skill when
- Working on ui ux designer tasks or workflows
- Needing guidance, best practices, or checklists for ui ux designer
## Do not use this skill when
- The task is unrelated to ui ux designer
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.ui-visual-validator
When your agent uses it
Rigorous visual validation expert specializing in UI testing, design system compliance, and accessibility verification. Masters screenshot analysis, visual regression testing, and component validation. Use PROACTIVELY to verify UI modifications have achieved their intended goals through comprehensive visual analysis.
What it loads into context
Frontmatter
72 tokensAlways available to the agent
SKILL.md
1,721 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Core Principles
- Capabilities
- Analysis Process
- Mandatory Verification Checklist
- Advanced Validation Techniques
- Output Requirements
- Behavioral Traits
- Forbidden Behaviors
- Example Interactions
Files
SKILL.mdcore9,899 bytes
Read SKILL.md
## Use this skill when
- Working on ui visual validator tasks or workflows
- Needing guidance, best practices, or checklists for ui visual validator
## Do not use this skill when
- The task is unrelated to ui visual validator
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.unit-testing-test-generate
When your agent uses it
Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus.
What it loads into context
Frontmatter
27 tokensAlways available to the agent
SKILL.md
2,402 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
- Use this skill when
- Do not use this skill when
- Context
- Requirements
- Instructions
- Output Format
Files
SKILL.mdcore10,719 bytesSKILL.mdcore10,719 bytesSKILL.mdcore10,719 bytesSKILL.mdcore10,719 bytesSKILL.mdcore10,719 bytesSKILL.mdcore10,719 bytesSKILL.mdcore10,719 bytesSKILL.mdcore10,719 bytes
Read SKILL.md
# Automated Unit Test Generation
You are a test automation expert specializing in generating comprehensive, maintainable unit tests across multiple languages and frameworks. Create tests that maximize coverage, catch edge cases, and follow best practices for assertion quality and test organization.
## Use this skill when
- You need unit tests for existing code
- You want consistent test structure and coverage
- You need mocks, fixtures, and edge-case validation
## Do not use this skill when
- You only need integration or E2E tests
- You cannot access the source code under testunity-developer
When your agent uses it
Build Unity games with optimized C# scripts, efficient rendering, and proper asset management. Masters Unity 6 LTS, URP/HDRP pipelines, and cross-platform deployment. Handles gameplay systems, UI implementation, and platform optimization. Use PROACTIVELY for Unity performance issues, game mechanics, or cross-platform builds.
What it loads into context
Frontmatter
86 tokensAlways available to the agent
SKILL.md
1,953 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
- Use this skill when
- Do not use this skill when
- Instructions
- Purpose
- Capabilities
- Behavioral Traits
- Knowledge Base
- Response Approach
- Example Interactions
Files
SKILL.mdcore10,786 bytes
Read SKILL.md
## Use this skill when
- Working on unity developer tasks or workflows
- Needing guidance, best practices, or checklists for unity developer
## Do not use this skill when
- The task is unrelated to unity developer
- You need a different domain or tool outside this scope
## Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.Skills included
- antigravity-skills-manager
- accessibility-compliance-accessibility-audit
- agent-orchestration-improve-agent
- agent-orchestration-multi-agent-optimize
- ai-engineer
- airflow-dag-patterns
- angular-migration
- anti-reversing-techniques
- antigravity-skills-manager
- api-design-principles
- api-documenter
- api-testing-observability-api-mock
- application-performance-performance-optimization
- architect-review
- architecture-decision-records
- architecture-patterns
- arm-cortex-expert
- article-illustrations
- async-python-patterns
- attack-tree-construction
- auth-implementation-patterns
- backend-architect
- backend-development-feature-development
- backend-security-coder
- backtesting-frameworks
- bash-defensive-patterns
- bash-pro
- bats-testing-patterns
- bazel-build-optimization
- billing-automation
- binary-analysis-patterns
- blockchain-developer
- business-analyst
- c-pro
- c4-architecture-c4-architecture
- c4-code
- c4-component
- c4-container
- c4-context
- changelog-automation
- cicd-automation-workflow-automate
- cloud-architect
- code-documentation-code-explain
- code-documentation-doc-generate
- code-refactoring-context-restore
- code-refactoring-refactor-clean
- code-refactoring-tech-debt
- code-review-ai-ai-review
- code-review-excellence
- code-reviewer
- codebase-cleanup-deps-audit
- codebase-cleanup-refactor-clean
- codebase-cleanup-tech-debt
- competitive-landscape
- comprehensive-review-full-review
- comprehensive-review-pr-enhance
- conductor-implement
- conductor-manage
- conductor-new-track
- conductor-revert
- conductor-setup
- conductor-status
- conductor-validator
- content-marketer
- context-driven-development
- context-management-context-restore
- context-management-context-save
- context-manager
- cost-optimization
- cpp-pro
- cqrs-implementation
- csharp-pro
- customer-support
- data-engineer
- data-engineering-data-driven-feature
- data-engineering-data-pipeline
- data-quality-frameworks
- data-scientist
- data-storytelling
- database-admin
- database-architect
- database-cloud-optimization-cost-optimize
- database-migration
- database-migrations-migration-observability
- database-migrations-sql-migrations
- database-optimizer
- dbt-transformation-patterns
- debugger
- debugging-strategies
- debugging-toolkit-smart-debug
- defi-protocol-templates
- dependency-management-deps-audit
- dependency-upgrade
- deployment-engineer
- deployment-pipeline-design
- deployment-validation-config-validate
- devops-troubleshooter
- distributed-debugging-debug-trace
- distributed-tracing
- django-pro
- docs-architect
- documentation-generation-doc-generate
- dotnet-architect
- dotnet-backend-patterns
- dx-optimizer
- e2e-testing-patterns
- elixir-pro
- embedding-strategies
- employment-contract-templates
- error-debugging-error-analysis
- error-debugging-error-trace
- error-debugging-multi-agent-review
- error-detective
- error-diagnostics-error-analysis
- error-diagnostics-error-trace
- error-diagnostics-smart-debug
- error-handling-patterns
- event-sourcing-architect
- event-store-design
- fastapi-pro
- fastapi-templates
- firmware-analyst
- flutter-expert
- framework-migration-code-migrate
- framework-migration-deps-upgrade
- framework-migration-legacy-modernize
- frontend-developer
- frontend-mobile-development-component-scaffold
- frontend-mobile-security-xss-scan
- frontend-security-coder
- full-stack-orchestration-full-stack-feature
- gdpr-data-handling
- git-advanced-workflows
- git-pr-workflows-git-workflow
- git-pr-workflows-onboard
- git-pr-workflows-pr-enhance
- github-actions-templates
- gitlab-ci-patterns
- gitops-workflow
- go-concurrency-patterns
- godot-gdscript-patterns
- golang-pro
- grafana-dashboards
- graphql-architect
- haskell-pro
- helm-chart-scaffolding
- hr-pro
- hybrid-cloud-architect
- hybrid-cloud-networking
- hybrid-search-implementation
- incident-responder
- incident-response-incident-response
- incident-response-smart-fix
- incident-runbook-templates
- ios-developer
- istio-traffic-management
- java-pro
- javascript-pro
- javascript-testing-patterns
- javascript-typescript-typescript-scaffold
- julia-pro
- k8s-manifest-generator
- k8s-security-policies
- kpi-dashboard-design
- kubernetes-architect
- langchain-architecture
- legacy-modernizer
- legal-advisor
- linkerd-patterns
- llm-application-dev-ai-assistant
- llm-application-dev-langchain-agent
- llm-application-dev-prompt-optimize
- llm-evaluation
- machine-learning-ops-ml-pipeline
- malware-analyst
- market-sizing-analysis
- memory-forensics
- memory-safety-patterns
- mermaid-expert
- microservices-patterns
- minecraft-bukkit-pro
- ml-engineer
- ml-pipeline-workflow
- mlops-engineer
- mobile-developer
- mobile-security-coder
- modern-javascript-patterns
- monorepo-architect
- monorepo-management
- mtls-configuration
- multi-cloud-architecture
- multi-platform-apps-multi-platform
- network-engineer
- nextjs-app-router-patterns
- nft-standards
- nodejs-backend-patterns
- nx-workspace-patterns
- observability-engineer
- observability-monitoring-monitor-setup
- observability-monitoring-slo-implement
- on-call-handoff-patterns
- openapi-spec-generation
- payment-integration
- paypal-integration
- pci-compliance
- performance-engineer
- performance-testing-review-ai-review
- performance-testing-review-multi-agent-review
- php-pro
- posix-shell-pro
- postgresql
- postmortem-writing
- projection-patterns
- prometheus-configuration
- prompt-engineer
- prompt-engineering-patterns
- protocol-reverse-engineering
- python-development-python-scaffold
- python-packaging
- python-performance-optimization
- python-pro
- python-testing-patterns
- quant-analyst
- rag-implementation
- react-modernization
- react-native-architecture
- react-state-management
- reference-builder
- reverse-engineer
- risk-manager
- risk-metrics-calculation
- ruby-pro
- rust-async-patterns
- rust-pro
- saga-orchestration
- sales-automator
- sast-configuration
- scala-pro
- screen-reader-testing
- search-specialist
- secrets-management
- security-auditor
- security-compliance-compliance-check
- security-requirement-extraction
- security-scanning-security-dependencies
- security-scanning-security-hardening
- security-scanning-security-sast
- seo-authority-builder
- seo-cannibalization-detector
- seo-content-auditor
- seo-content-planner
- seo-content-refresher
- seo-content-writer
- seo-keyword-strategist
- seo-meta-optimizer
- seo-snippet-hunter
- seo-structure-architect
- service-mesh-expert
- service-mesh-observability
- shellcheck-configuration
- similarity-search-patterns
- slo-implementation
- solidity-security
- spark-optimization
- sql-optimization-patterns
- sql-pro
- startup-analyst
- startup-business-analyst-business-case
- startup-business-analyst-financial-projections
- startup-business-analyst-market-opportunity
- startup-financial-modeling
- startup-metrics-framework
- stride-analysis-patterns
- stripe-integration
- systems-programming-rust-project
- tailwind-design-system
- tdd-orchestrator
- tdd-workflows-tdd-cycle
- tdd-workflows-tdd-green
- tdd-workflows-tdd-red
- tdd-workflows-tdd-refactor
- team-collaboration-issue
- team-collaboration-standup-notes
- team-composition-analysis
- temporal-python-pro
- temporal-python-testing
- terraform-module-library
- terraform-specialist
- test-automator
- threat-mitigation-mapping
- threat-modeling-expert
- track-management
- turborepo-caching
- tutorial-engineer
- typescript-advanced-types
- typescript-pro
- ui-ux-designer
- ui-visual-validator
- unit-testing-test-generate
- unity-developer
Showing 300 of 308 skills. See GitHub for the complete repository.
Repository facts
- License
- MIT
- Created
- Jan 17, 2026
- Last pushed
- Oct 14, 2026
- Forks
- 292
- Open issues
- 2
- Project activity
- Active
Rank over the last 12 weeks
Now #544 · best #462 · down 51 in 30 days
- #542 on Nov 1
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- #544 since Nov 6
81 earlier periods
- #474 on Aug 2
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- #508 from Oct 8 to Oct 9
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- #508 on Oct 23
- #494 on Oct 24
- #541 on Oct 25
- #544 on Oct 28
- #542 on Oct 29
- #543 on Oct 30
- #541 on Oct 31
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 487 notes
plugins/antigravity-skills-manager/skills/antigravity-skills-manager/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedplugins/antigravity-skills-manager/skills/antigravity-skills-manager/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedplugins/antigravity-skills-manager/skills/antigravity-skills-manager/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedplugins/antigravity-skills-manager/skills/antigravity-skills-manager/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedplugins/antigravity-skills-manager/skills/antigravity-skills-manager/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedplugins/antigravity-skills-manager/skills/antigravity-skills-manager/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/agent-orchestration-multi-agent-optimize/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/agent-orchestration-multi-agent-optimize/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/agent-orchestration-multi-agent-optimize/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/agent-orchestration-multi-agent-optimize/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/ai-engineer/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/antigravity-skills-manager/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/antigravity-skills-manager/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/antigravity-skills-manager/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/antigravity-skills-manager/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/antigravity-skills-manager/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/antigravity-skills-manager/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/architecture-decision-records/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/architecture-decision-records/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzedskills/article-illustrations/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed
- 6 broad permissionsin 6 files: conductor-validator/SKILL.md:1 database-migrations-migration-observability/SKILL.md:1 database-migrations-sql-migrations/SKILL.md:1 and 3 more
- 40 dangerous shell commandsin 18 files: bats-testing-patterns/resources/implementation-playbook.md:69 bash-defensive-patterns/resources/implementation-playbook.md:29 bash-pro/SKILL.md:60 and 15 more
- 991 network referencesin 131 files: helm-chart-scaffolding/references/chart-structure.md:52 incident-runbook-templates/SKILL.md:80 cicd-automation-workflow-automate/resources/implementation-playbook.md:377 and 128 more
- 1 obfuscation signalin 1 file: protocol-reverse-engineering/resources/implementation-playbook.md:448
- No instruction overrides
- 104 references to secretsin 36 files: paypal-integration/SKILL.md:107 secrets-management/SKILL.md:76 auth-implementation-patterns/resources/implementation-playbook.md:58 and 33 more
- No requests to vote in Hot
Show all 1,145 signals by file
plugins/antigravity-skills-manager/skills/antigravity-skills-manager/SKILL.md
- Network accessline 76
See the official [skill locations](https://www.antigravity.google/docs/skills/) and [plugin documentation](https://www.antigravity.google/docs/plugins?tab=cli) when selecting the host-specific scope.
skills/accessibility-compliance-accessibility-audit/resources/implementation-playbook.md
- Network accessline 427
run: | npm start & npx wait-on http://localhost:3000 - Network accessline 429
npx wait-on http://localhost:3000 - Network accessline 434
- name: Run pa11y run: npx pa11y http://localhost:3000 --standard WCAG2AA --threshold 0 - Network accessline 435
run: npx pa11y http://localhost:3000 --standard WCAG2AA --threshold 0
skills/airflow-dag-patterns/resources/implementation-playbook.md
- Network accessline 318
response = requests.get('https://api.example.com/health') - Network accessline 507
- [Airflow Documentation](https://airflow.apache.org/docs/) - Network accessline 508
- [Astronomer Guides](https://docs.astronomer.io/learn) - Network accessline 509
- [TaskFlow API](https://airflow.apache.org/docs/apache-airflow/stable/tutorial/taskflow.html)
skills/antigravity-skills-manager/SKILL.md
- Network accessline 76
See the official [skill locations](https://www.antigravity.google/docs/skills/) and [plugin documentation](https://www.antigravity.google/docs/plugins?tab=cli) when selecting the host-specific scope.
skills/api-design-principles/assets/rest-api-template.py
- Executable scriptline 1
Executable file
skills/api-design-principles/references/rest-best-practices.md
- Network accessline 142
Response Headers: Link: <https://api.example.com/users?page=3>; rel="next", - Network accessline 143
Link: <https://api.example.com/users?page=3>; rel="next", - Network accessline 144
<https://api.example.com/users?page=1>; rel="prev", - Network accessline 145
<https://api.example.com/users?page=1>; rel="first", - Network accessline 146
<https://api.example.com/users?page=8>; rel="last" - Network accessline 345
app.add_middleware( CORSMiddleware, allow_origins=["https://example.com"], - Network accessline 346
CORSMiddleware, allow_origins=["https://example.com"], allow_credentials=True, - Network accessline 347
allow_origins=["https://example.com"],
skills/api-documenter/SKILL.md
skills/api-testing-observability-api-mock/resources/implementation-playbook.md
- Network accessline 1044
// Make request const response = await fetch('http://localhost:3001/api/users/123'); - Network accessline 1045
const response = await fetch('http://localhost:3001/api/users/123'); - Network accessline 1156
- ./scenarios:/data/scenarios healthcheck: test: ["CMD", "curl", "-f", "http://localhost:3001/health"] - Network accessline 1157
healthcheck: test: ["CMD", "curl", "-f", "http://localhost:3001/health"] interval: 30s - Network accessline 1158
test: ["CMD", "curl", "-f", "http://localhost:3001/health"] - Network accessline 1168
- "3002:3002" environment: - MOCK_SERVER_URL=http://mock-api:3001 - Network accessline 1169
environment: - MOCK_SERVER_URL=http://mock-api:3001 depends_on: - Network accessline 1170
- MOCK_SERVER_URL=http://mock-api:3001 - Network accessline 1274
<head> <title>Mock API Interactive Documentation</title> <script src="https://unpkg.com/swagger-ui-dist/swagger-ui-bundle.js"></script> - Network accessline 1275
<title>Mock API Interactive Documentation</title> <script src="https://unpkg.com/swagger-ui-dist/swagger-ui-bundle.js"></script> <link rel="stylesheet" href="https://unpkg.com/swagger-ui-dist/swagger-ui.css"> - Network accessline 1276
<script src="https://unpkg.com/swagger-ui-dist/swagger-ui-bundle.js"></script> - Network accessline 1277
<link rel="stylesheet" href="https://unpkg.com/swagger-ui-dist/swagger-ui.css">
skills/architecture-decision-records/SKILL.md
- Network accessline 155
- [PostgreSQL JSON Documentation](https://www.postgresql.org/docs/current/datatype-json.html) - Network accessline 156
- [PostgreSQL Full Text Search](https://www.postgresql.org/docs/current/textsearch.html) - Network accessline 321
- [Event Sourcing by Martin Fowler](https://martinfowler.com/eaaDev/EventSourcing.html) - Network accessline 322
- [EventStoreDB Documentation](https://www.eventstore.com/docs) - Network accessline 438
- [Documenting Architecture Decisions (Michael Nygard)](https://cognitect.com/blog/2011/11/15/documenting-architecture-decisions) - Network accessline 439
- [MADR Template](https://adr.github.io/madr/) - Network accessline 440
- [ADR GitHub Organization](https://adr.github.io/) - Network accessline 441
- [adr-tools](https://github.com/npryce/adr-tools)
skills/architecture-patterns/resources/implementation-playbook.md
skills/article-illustrations/SKILL.md
- Network accessline 3
description: "Generate hand-drawn 16:9 article illustrations featuring the Grav character IP. Turns article concepts into memorable whiteboard-sketch explanations with a recurring floating character, sparse annotations, and absurd metaphors - Network accessline 4
metadata: source: "https://github.com/vssinghh/article-illustrations" date_added: "2026-06-14" - Network accessline 5
source: "https://github.com/vssinghh/article-illustrations" - Network accessline 17
**Repository:** [vssinghh/article-illustrations](https://github.com/vssinghh/article-illustrations) - Network accessline 209
- **Upstream source / example gallery:** [vssinghh/article-illustrations](https://github.com/vssinghh/article-illustrations) — [example illustrations](https://github.com/vssinghh/article-illustrations#examples) - Network accessline 213
Adapted from [vssinghh/article-illustrations](https://github.com/vssinghh/article-illustrations).
skills/async-python-patterns/resources/implementation-playbook.md
- Network accessline 64
async def main(): result = await fetch_data("https://api.example.com") - Network accessline 65
result = await fetch_data("https://api.example.com") - Network accessline 246
print("\nFetching pages:") async for page_data in fetch_pages("https://api.example.com/items", 3): - Network accessline 247
async for page_data in fetch_pages("https://api.example.com/items", 3): - Network accessline 329
async def main(): urls = [f"https://api.example.com/item/{i}" for i in range(20)] - Network accessline 330
urls = [f"https://api.example.com/item/{i}" for i in range(20)] results = await rate_limited_requests(urls, max_concurrent=3) print(f"Completed {len(results)} requests") - Network accessline 390
"""Fetch single URL.""" try: async with session.get(url, timeout=aiohttp.ClientTimeout(total=10)) as response: - Network accessline 391
try: async with session.get(url, timeout=aiohttp.ClientTimeout(total=10)) as response: text = await response.text() - Network accessline 392
async with session.get(url, timeout=aiohttp.ClientTimeout(total=10)) as response: - Network accessline 402
async def scrape_urls(urls: List[str]) -> List[Dict]: """Scrape multiple URLs concurrently.""" async with aiohttp.ClientSession() as session: - Network accessline 403
"""Scrape multiple URLs concurrently.""" async with aiohttp.ClientSession() as session: tasks = [fetch_url(session, url) for url in urls] - Network accessline 404
async with aiohttp.ClientSession() as session: - Network accessline 409
async def main(): urls = [ "https://httpbin.org/delay/1", - Network accessline 410
urls = [ "https://httpbin.org/delay/1", "https://httpbin.org/delay/2", - Network accessline 411
"https://httpbin.org/delay/1", - Network accessline 412
"https://httpbin.org/delay/2", - Network accessline 413
"https://httpbin.org/status/404", - Network accessline 533
async def with_connection_pool(): """Use connection pool for efficiency.""" connector = aiohttp.TCPConnector(limit=100, limit_per_host=10) - Network accessline 535
connector = aiohttp.TCPConnector(limit=100, limit_per_host=10) - Network accessline 537
async with aiohttp.ClientSession(connector=connector) as session: - Network accessline 538
tasks = [session.get(f"https://api.example.com/item/{i}") for i in range(50)] - Network accessline 647
async def test_async_function(): """Test async function.""" result = await fetch_data("https://api.example.com") - Network accessline 648
"""Test async function.""" result = await fetch_data("https://api.example.com") assert result is not None - Network accessline 649
result = await fetch_data("https://api.example.com") - Network accessline 661
- **Python asyncio documentation**: https://docs.python.org/3/library/asyncio.html - **aiohttp**: Async HTTP client/server
skills/attack-tree-construction/resources/implementation-playbook.md
- Network accessline 669
- [Attack Trees by Bruce Schneier](https://www.schneier.com/academic/archives/1999/12/attack_trees.html) - Network accessline 670
- [MITRE ATT&CK Framework](https://attack.mitre.org/) - Network accessline 671
- [OWASP Attack Surface Analysis](https://owasp.org/www-community/controls/Attack_Surface_Analysis_Cheat_Sheet)
skills/auth-implementation-patterns/resources/implementation-playbook.md
- Access to secretsline 58
[Credential-related source omitted] - Access to secretsline 64
[Credential-related source omitted] - Access to secretsline 74
[Credential-related source omitted] - Access to secretsline 137
[Credential-related source omitted] - Access to secretsline 165
[Credential-related source omitted] - Access to secretsline 222
[Credential-related source omitted] - Access to secretsline 290
[Credential-related source omitted]
skills/backtesting-frameworks/resources/implementation-playbook.md
- Network accessline 645
- [Advances in Financial Machine Learning (Marcos López de Prado)](https://www.amazon.com/Advances-Financial-Machine-Learning-Marcos/dp/1119482089) - Network accessline 646
- [Quantitative Trading (Ernest Chan)](https://www.amazon.com/Quantitative-Trading-Build-Algorithmic-Business/dp/1119800064) - Network accessline 647
- [Backtrader Documentation](https://www.backtrader.com/docu/)
skills/bash-defensive-patterns/resources/implementation-playbook.md
- Dangerous shell operationline 29
trap 'echo "Cleaning up..."; rm -rf "$TMPDIR"' EXIT - Dangerous shell operationline 146
trap 'rm -rf -- "$TMPDIR"' EXIT - Dangerous shell operationline 327
# Use -I flag to prompt before rm (BSD/GNU compatible) - Dangerous shell operationline 328
rm -rI -- "$dir" - Dangerous shell operationline 428
run_cmd rm "$file" - Network accessline 515
- **Bash Strict Mode**: http://redsymbol.net/articles/unofficial-bash-strict-mode/ - Network accessline 516
- **Google Shell Style Guide**: https://google.github.io/styleguide/shellguide.html - Network accessline 517
- **Defensive BASH Programming**: https://www.lifepipe.net/
skills/bash-pro/SKILL.md
- Dangerous shell operationline 60
- End option parsing with `--` and use `rm -rf -- "$dir"` for safe operations - Network accessline 97
- Declare constants with `readonly` to prevent accidental modification - Use `local` keyword for all function variables to avoid polluting global scope - Implement `timeout` for external commands: `timeout 30s curl ...` prevents hangs - Network accessline 98
- Use `local` keyword for all function variables to avoid polluting global scope - Implement `timeout` for external commands: `timeout 30s curl ...` prevents hangs - Validate file permissions before operations: `[[ -r "$file" ]] || exit 1` - Network accessline 99
- Implement `timeout` for external commands: `timeout 30s curl ...` prevents hangs - Dangerous shell operationline 107
- Use `--` to separate options from arguments: `rm -rf -- "$user_input"` - Dangerous shell operationline 174
- **Privilege analysis**: Audit scripts for unnecessary root/sudo requirements - Dangerous shell operationline 272
- **Safe Temp Handling**: `trap 'rm -rf "$tmpdir"' EXIT; tmpdir=$(mktemp -d)` - Network accessline 293
### Style Guides & Best Practices - [Google Shell Style Guide](https://google.github.io/styleguide/shellguide.html) - Comprehensive style guide covering quoting, arrays, and when to use shell - Network accessline 294
- [Google Shell Style Guide](https://google.github.io/styleguide/shellguide.html) - Comprehensive style guide covering quoting, arrays, and when to use shell - Network accessline 295
- [Bash Pitfalls](https://mywiki.wooledge.org/BashPitfalls) - Catalog of common Bash mistakes and how to avoid them - Network accessline 296
- [Bash Hackers Wiki](https://wiki.bash-hackers.org/) - Comprehensive Bash documentation and advanced techniques - Network accessline 297
- [Defensive BASH Programming](https://www.kfirlavi.com/blog/2012/11/14/defensive-bash-programming/) - Modern defensive programming patterns - Network accessline 299
### Tools & Frameworks - [ShellCheck](https://github.com/koalaman/shellcheck) - Static analysis tool and extensive wiki documentation - Network accessline 300
- [ShellCheck](https://github.com/koalaman/shellcheck) - Static analysis tool and extensive wiki documentation - Network accessline 301
- [shfmt](https://github.com/mvdan/sh) - Shell script formatter with detailed flag documentation - Network accessline 302
- [bats-core](https://github.com/bats-core/bats-core) - Maintained Bash testing framework - Network accessline 303
- [shellspec](https://github.com/shellspec/shellspec) - BDD-style testing framework for shell scripts - Network accessline 304
- [bashly](https://bashly.dannyb.co/) - Modern Bash CLI framework generator - Network accessline 305
- [shdoc](https://github.com/reconquest/shdoc) - Documentation generator for shell scripts - Network accessline 307
### Security & Advanced Topics - [Bash Security Best Practices](https://github.com/carlospolop/PEASS-ng) - Security-focused shell script patterns - Network accessline 308
- [Bash Security Best Practices](https://github.com/carlospolop/PEASS-ng) - Security-focused shell script patterns - Network accessline 309
- [Awesome Bash](https://github.com/awesome-lists/awesome-bash) - Curated list of Bash resources and tools - Network accessline 310
- [Pure Bash Bible](https://github.com/dylanaraps/pure-bash-bible) - Collection of pure bash alternatives to external commands
skills/bats-testing-patterns/resources/implementation-playbook.md
- Network accessline 22
# Ubuntu/Debian git clone https://github.com/bats-core/bats-core.git - Network accessline 23
git clone https://github.com/bats-core/bats-core.git - Dangerous shell operationline 69
rm -rf "$TMPDIR" - Dangerous shell operationline 206
rm -rf "$TEST_DIR" - Dangerous shell operationline 236
rm -rf "$TMPDIR/data" - Dangerous shell operationline 262
rm -rf "$SHARED_RESOURCE" - Network accessline 321
@test "Function works with stubbed curl" { create_stub curl "{ \"status\": \"ok\" }" 0 - Network accessline 322
create_stub curl "{ \"status\": \"ok\" }" 0 - Dangerous shell operationline 364
rm -rf "$WORK_DIR" - Dangerous shell operationline 542
rm -rf "$TEST_DIR" - Network accessline 611
- **Bats GitHub**: https://github.com/bats-core/bats-core - Network accessline 612
- **Bats Documentation**: https://bats-core.readthedocs.io/ - Network accessline 613
- **TAP Protocol**: https://testanything.org/ - Network accessline 614
- **Test-Driven Development**: https://en.wikipedia.org/wiki/Test-driven_development
skills/bazel-build-optimization/SKILL.md
- Network accessline 74
sha256 = "...", strip_prefix = "rules_js-1.34.0", url = "https://github.com/aspect-build/rules_js/releases/download/v1.34.0/rules_js-v1.34.0.tar.gz", - Network accessline 75
strip_prefix = "rules_js-1.34.0", url = "https://github.com/aspect-build/rules_js/releases/download/v1.34.0/rules_js-v1.34.0.tar.gz", ) - Network accessline 76
url = "https://github.com/aspect-build/rules_js/releases/download/v1.34.0/rules_js-v1.34.0.tar.gz", - Network accessline 101
sha256 = "...", strip_prefix = "rules_python-0.27.0", url = "https://github.com/bazelbuild/rules_python/releases/download/0.27.0/rules_python-0.27.0.tar.gz", - Network accessline 102
strip_prefix = "rules_python-0.27.0", url = "https://github.com/bazelbuild/rules_python/releases/download/0.27.0/rules_python-0.27.0.tar.gz", ) - Network accessline 103
url = "https://github.com/bazelbuild/rules_python/releases/download/0.27.0/rules_python-0.27.0.tar.gz", - Network accessline 144
build:ci --config=remote-cache build:ci --build_metadata=ROLE=CI build:ci --bes_results_url=https://results.example.com/invocation/ - Network accessline 145
build:ci --build_metadata=ROLE=CI build:ci --bes_results_url=https://results.example.com/invocation/ build:ci --bes_backend=grpcs://bes.example.com - Network accessline 146
build:ci --bes_results_url=https://results.example.com/invocation/ - Network accessline 394
- [Bazel Documentation](https://bazel.build/docs) - Network accessline 395
- [Bazel Remote Execution](https://bazel.build/docs/remote-execution) - Network accessline 396
- [rules_js](https://github.com/aspect-build/rules_js)
skills/billing-automation/resources/implementation-playbook.md
- Network accessline 254
'customer_name': customer.name, 'amount_due': subscription.plan.amount, 'update_payment_url': f"https://app.example.com/billing" - Network accessline 255
'amount_due': subscription.plan.amount, 'update_payment_url': f"https://app.example.com/billing" }) - Network accessline 256
'update_payment_url': f"https://app.example.com/billing"
skills/c4-architecture-c4-architecture/SKILL.md
- Network accessline 30
This workflow creates comprehensive C4 architecture documentation following the [official C4 model](https://c4model.com/diagrams) by: - Network accessline 37
**Note**: According to the [C4 model](https://c4model.com/diagrams), you don't need to use all 4 levels of diagram - the system context and container diagrams are sufficient for most software development teams. This workflow generates all l
skills/c4-code/SKILL.md
- Network accessline 202
**Note**: According to the [C4 model](https://c4model.com/diagrams), code diagrams are typically only created when needed for complex components. Most teams find system context and container diagrams sufficient. Choose the diagram type that
skills/c4-component/SKILL.md
- Network accessline 96
**Key Principles** (from [c4model.com](https://c4model.com/diagrams/component)):
skills/c4-container/SKILL.md
- Network accessline 103
**Key Principles** (from [c4model.com](https://c4model.com/diagrams/container)): - Network accessline 122
version: 1.0.0 servers: - url: https://api.example.com - Network accessline 123
servers: - url: https://api.example.com description: Production server - Network accessline 124
- url: https://api.example.com
skills/c4-context/SKILL.md
- Network accessline 94
According to the [C4 model](https://c4model.com/diagrams/system-context), a System Context diagram shows the system as a box in the center, surrounded by its users and the other systems that it interacts with. The focus is on **people (acto - Network accessline 114
**Key Principles** (from [c4model.com](https://c4model.com/diagrams/system-context)):
skills/changelog-automation/resources/implementation-playbook.md
- Network accessline 14
The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/), - Network accessline 15
and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). - Network accessline 43
[Unreleased]: https://github.com/user/repo/compare/v1.2.0...HEAD - Network accessline 44
[1.2.0]: https://github.com/user/repo/compare/v1.1.0...v1.2.0 - Network accessline 319
- {% if commit.scope %}**{{ commit.scope }}:** {% endif %}\ {{ commit.message | upper_first }}\ {% if commit.github.pr_number %} ([#{{ commit.github.pr_number }}](https://github.com/owner/repo/pull/{{ commit.github.p - Network accessline 320
{{ commit.message | upper_first }}\ {% if commit.github.pr_number %} ([#{{ commit.github.pr_number }}](https://github.com/owner/repo/pull/{{ commit.github.pr_number }})){% endif %}\ {% endfor %} - Network accessline 321
{% if commit.github.pr_number %} ([#{{ commit.github.pr_number }}](https://github.com/owner/repo/pull/{{ commit.github.pr_number }})){% endif %}\ - Network accessline 328
{% if release.previous.version -%} [{{ release.version | trim_start_matches(pat="v") }}]: \ https://github.com/owner/repo/compare/{{ release.previous.version }}...{{ release.version }} - Network accessline 329
[{{ release.version | trim_start_matches(pat="v") }}]: \ https://github.com/owner/repo/compare/{{ release.previous.version }}...{{ release.version }} {% endif -%} - Network accessline 330
https://github.com/owner/repo/compare/{{ release.previous.version }}...{{ release.version }} - Network accessline 331
{% endif -%} {% else -%} [unreleased]: https://github.com/owner/repo/compare/{{ release.previous.version }}...HEAD - Network accessline 332
{% else -%} [unreleased]: https://github.com/owner/repo/compare/{{ release.previous.version }}...HEAD {% endif -%} - Network accessline 333
[unreleased]: https://github.com/owner/repo/compare/{{ release.previous.version }}...HEAD - Network accessline 447
**Full Changelog**: https://github.com/owner/repo/compare/v{{ .Previous }}...v{{ .Current }} - Network accessline 534
- [Keep a Changelog](https://keepachangelog.com/) - Network accessline 535
- [Conventional Commits](https://www.conventionalcommits.org/) - Network accessline 536
- [Semantic Versioning](https://semver.org/) - Network accessline 537
- [semantic-release](https://semantic-release.gitbook.io/) - Network accessline 538
- [git-cliff](https://git-cliff.org/)
skills/cicd-automation-workflow-automate/resources/implementation-playbook.md
- Network accessline 377
# Get service URL echo "url=https://${{ matrix.environment }}.example.com" >> $GITHUB_OUTPUT - Network accessline 378
echo "url=https://${{ matrix.environment }}.example.com" >> $GITHUB_OUTPUT - Network accessline 399
- name: Run smoke tests run: | npm run test:smoke -- --url https://${{ matrix.environment }}.example.com - Network accessline 401
npm run test:smoke -- --url https://${{ matrix.environment }}.example.com - Network accessline 404
uses: cypress-io/github-action@v5 with: config: baseUrl=https://${{ matrix.environment }}.example.com - Network accessline 405
with: config: baseUrl=https://${{ matrix.environment }}.example.com record: true - Network accessline 406
config: baseUrl=https://${{ matrix.environment }}.example.com - Network accessline 412
run: | npm install -g @sitespeed.io/sitespeed.io sitespeed.io https://${{ matrix.environment }}.example.com \ - Network accessline 413
npm install -g @sitespeed.io/sitespeed.io sitespeed.io https://${{ matrix.environment }}.example.com \ --budget.configPath=.sitespeed.io/budget.json \ - Network accessline 414
sitespeed.io https://${{ matrix.environment }}.example.com \ - Network accessline 419
run: | npm install -g @zaproxy/action-baseline zaproxy/action-baseline -t https://${{ matrix.environment }}.example.com - Network accessline 421
zaproxy/action-baseline -t https://${{ matrix.environment }}.example.com - Network accessline 522
# .pre-commit-config.yaml repos: - repo: https://github.com/pre-commit/pre-commit-hooks - Network accessline 523
repos: - repo: https://github.com/pre-commit/pre-commit-hooks rev: v4.5.0 - Network accessline 524
- repo: https://github.com/pre-commit/pre-commit-hooks - Network accessline 536
- repo: https://github.com/psf/black - Network accessline 542
- repo: https://github.com/pycqa/isort - Network accessline 548
- repo: https://github.com/pycqa/flake8 - Network accessline 554
- repo: https://github.com/pre-commit/mirrors-eslint - Network accessline 565
- repo: https://github.com/pre-commit/mirrors-prettier - Network accessline 664
echo "1. Update .env.local with your configuration" echo "2. Run 'npm run dev' to start the development server" echo "3. Visit http://localhost:3000" - Network accessline 665
echo "2. Run 'npm run dev' to start the development server" echo "3. Visit http://localhost:3000" } - Network accessline 666
echo "3. Visit http://localhost:3000" - Network accessline 802
- name: Add Helm repositories run: | helm repo add prometheus-community https://prometheus-community.github.io/helm-charts - Network accessline 803
run: | helm repo add prometheus-community https://prometheus-community.github.io/helm-charts helm repo add grafana https://grafana.github.io/helm-charts - Network accessline 804
helm repo add prometheus-community https://prometheus-community.github.io/helm-charts - Network accessline 805
helm repo add grafana https://grafana.github.io/helm-charts
skills/code-documentation-code-explain/resources/implementation-playbook.md
- Network accessline 748
'type': 'tutorial', 'title': 'Async IO in Python: A Complete Walkthrough', 'url': 'https://realpython.com/async-io-python/', - Network accessline 749
'title': 'Async IO in Python: A Complete Walkthrough', 'url': 'https://realpython.com/async-io-python/', 'difficulty': 'intermediate', - Network accessline 750
'url': 'https://realpython.com/async-io-python/',
skills/code-documentation-doc-generate/resources/implementation-playbook.md
- Network accessline 137
servers: - url: https://api.example.com/v1 - Network accessline 138
- url: https://api.example.com/v1 - Access to secretsline 266
[Credential-related source omitted] - Network accessline 302
git clone https://github.com/${GITHUB_ORG}/${REPO_NAME}.git - Network accessline 326
# Clone and setup git clone https://github.com/${GITHUB_ORG}/${REPO_NAME}.git - Network accessline 327
git clone https://github.com/${GITHUB_ORG}/${REPO_NAME}.git - Network accessline 467
<head> <title>API Documentation</title> <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/swagger-ui-dist@latest/swagger-ui.css"> - Network accessline 468
<title>API Documentation</title> <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/swagger-ui-dist@latest/swagger-ui.css"> </head> - Network accessline 469
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/swagger-ui-dist@latest/swagger-ui.css"> - Network accessline 474
<script src="https://cdn.jsdelivr.net/npm/swagger-ui-dist@latest/swagger-ui-bundle.js"></script> - Network accessline 500
url = "https://api.example.com{endpoint['path']}" - Access to secretsline 501
[Credential-related source omitted] - Network accessline 507
# JavaScript examples['javascript'] = f''' const response = await fetch('https://api.example.com{endpoint['path']}', {{ - Network accessline 508
examples['javascript'] = f''' const response = await fetch('https://api.example.com{endpoint['path']}', {{ method: '{endpoint['method']}', - Network accessline 509
const response = await fetch('https://api.example.com{endpoint['path']}', {{ - Access to secretsline 511
[Credential-related source omitted] - Network accessline 518
# cURL examples['curl'] = f''' - Network accessline 519
[Credential-related source omitted] - Network accessline 520
[Credential-related source omitted] - Access to secretsline 520
[Credential-related source omitted] - Access to secretsline 521
[Credential-related source omitted]
skills/code-review-ai-ai-review/SKILL.md
- Network accessline 283
const result = await db.execute(query, [username]); `, references: ["https://cwe.mitre.org/data/definitions/89.html"], - Network accessline 284
`, references: ["https://cwe.mitre.org/data/definitions/89.html"], autoFixable: false, cwe: "CWE-89", cvss: 9.8, effort: "easy" - Network accessline 285
references: ["https://cwe.mitre.org/data/definitions/89.html"], - Access to secretsline 313
[Credential-related source omitted] - Access to secretsline 361
[Credential-related source omitted] - Access to secretsline 362
[Credential-related source omitted]
skills/code-review-excellence/resources/implementation-playbook.md
- Network accessline 295
// ❌ Not handling async errors async function fetchUser(id: string) { const response = await fetch(`/api/users/${id}`); - Network accessline 296
async function fetchUser(id: string) { const response = await fetch(`/api/users/${id}`); return response.json(); // What if network fails? - Network accessline 297
const response = await fetch(`/api/users/${id}`); - Network accessline 302
async function fetchUser(id: string): Promise<User> { try { const response = await fetch(`/api/users/${id}`); - Network accessline 303
try { const response = await fetch(`/api/users/${id}`); if (!response.ok) { - Network accessline 304
const response = await fetch(`/api/users/${id}`); - Dangerous shell operationline 405
- [ ] No eval() or similar dynamic execution?
skills/codebase-cleanup-deps-audit/resources/implementation-playbook.md
- Network accessline 142
def __init__(self): self.vulnerability_apis = { 'npm': 'https://registry.npmjs.org/-/npm/v1/security/advisories/bulk', - Network accessline 143
self.vulnerability_apis = { 'npm': 'https://registry.npmjs.org/-/npm/v1/security/advisories/bulk', 'pypi': 'https://pypi.org/pypi/{package}/json', - Network accessline 144
'npm': 'https://registry.npmjs.org/-/npm/v1/security/advisories/bulk', - Network accessline 145
'pypi': 'https://pypi.org/pypi/{package}/json', - Network accessline 146
'rubygems': 'https://rubygems.org/api/v1/gems/{package}.json', - Network accessline 147
'maven': 'https://ossindex.sonatype.org/api/v3/component-report' - Network accessline 182
""" # Using npm audit API response = requests.post( - Network accessline 183
# Using npm audit API response = requests.post( 'https://registry.npmjs.org/-/npm/v1/security/advisories/bulk', - Network accessline 184
response = requests.post( - Network accessline 185
'https://registry.npmjs.org/-/npm/v1/security/advisories/bulk', - Network accessline 465
try { // Fetch package stats const response = await fetch( - Network accessline 466
// Fetch package stats const response = await fetch( `https://bundlephobia.com/api/size?package=${packageName}@${info.version}` - Network accessline 467
const response = await fetch( - Network accessline 468
`https://bundlephobia.com/api/size?package=${packageName}@${info.version}`
skills/conductor-manage/resources/implementation-playbook.md
skills/conductor-validator/SKILL.md
- Broad permissionsline 1
Read Glob Grep Bash
skills/context-management-context-save/SKILL.md
skills/cqrs-implementation/resources/implementation-playbook.md
- Network accessline 267
# Get paginated results offset = (query.page - 1) * query.page_size rows = await conn.fetch( - Network accessline 268
offset = (query.page - 1) * query.page_size rows = await conn.fetch( f""" - Network accessline 269
rows = await conn.fetch( - Network accessline 539
- [CQRS Pattern](https://martinfowler.com/bliki/CQRS.html) - Network accessline 540
- [Microsoft CQRS Guidance](https://docs.microsoft.com/en-us/azure/architecture/patterns/cqrs)
skills/data-quality-frameworks/resources/implementation-playbook.md
- Network accessline 570
- [Great Expectations Documentation](https://docs.greatexpectations.io/) - Network accessline 571
- [dbt Testing Documentation](https://docs.getdbt.com/docs/build/tests) - Network accessline 572
- [Data Contract Specification](https://datacontract.com/) - Network accessline 573
- [Soda Core](https://docs.soda.io/soda-core/overview.html)
skills/data-storytelling/SKILL.md
- Network accessline 462
- [Storytelling with Data (Cole Nussbaumer)](https://www.storytellingwithdata.com/) - Network accessline 463
- [The Pyramid Principle (Barbara Minto)](https://www.amazon.com/Pyramid-Principle-Logic-Writing-Thinking/dp/0273710516) - Network accessline 464
- [Resonate (Nancy Duarte)](https://www.duarte.com/resonate/)
skills/database-cloud-optimization-cost-optimize/resources/implementation-playbook.md
- Network accessline 427
<head> <title>Reservation & Savings Dashboard</title> <script src="https://cdn.jsdelivr.net/npm/chart.js"></script> - Network accessline 428
<title>Reservation & Savings Dashboard</title> <script src="https://cdn.jsdelivr.net/npm/chart.js"></script> </head> - Network accessline 429
<script src="https://cdn.jsdelivr.net/npm/chart.js"></script> - Access to secretsline 1117
[Credential-related source omitted] - Network accessline 1346
<head> <title>Cloud Cost Dashboard</title> <script src="https://d3js.org/d3.v7.min.js"></script> - Network accessline 1347
<title>Cloud Cost Dashboard</title> <script src="https://d3js.org/d3.v7.min.js"></script> <style> - Network accessline 1348
<script src="https://d3js.org/d3.v7.min.js"></script>
skills/database-migrations-migration-observability/SKILL.md
skills/database-migrations-sql-migrations/SKILL.md
- Broad permissionsline 1
Read Write Edit Bash Grep Glob
skills/dbt-transformation-patterns/resources/implementation-playbook.md
- Network accessline 544
- [dbt Documentation](https://docs.getdbt.com/) - Network accessline 545
- [dbt Best Practices](https://docs.getdbt.com/guides/best-practices) - Network accessline 546
- [dbt-utils Package](https://hub.getdbt.com/dbt-labs/dbt_utils/latest/) - Network accessline 547
- [dbt Discourse](https://discourse.getdbt.com/)
skills/debugging-strategies/resources/implementation-playbook.md
skills/dependency-management-deps-audit/resources/implementation-playbook.md
- Network accessline 142
def __init__(self): self.vulnerability_apis = { 'npm': 'https://registry.npmjs.org/-/npm/v1/security/advisories/bulk', - Network accessline 143
self.vulnerability_apis = { 'npm': 'https://registry.npmjs.org/-/npm/v1/security/advisories/bulk', 'pypi': 'https://pypi.org/pypi/{package}/json', - Network accessline 144
'npm': 'https://registry.npmjs.org/-/npm/v1/security/advisories/bulk', - Network accessline 145
'pypi': 'https://pypi.org/pypi/{package}/json', - Network accessline 146
'rubygems': 'https://rubygems.org/api/v1/gems/{package}.json', - Network accessline 147
'maven': 'https://ossindex.sonatype.org/api/v3/component-report' - Network accessline 182
""" # Using npm audit API response = requests.post( - Network accessline 183
# Using npm audit API response = requests.post( 'https://registry.npmjs.org/-/npm/v1/security/advisories/bulk', - Network accessline 184
response = requests.post( - Network accessline 185
'https://registry.npmjs.org/-/npm/v1/security/advisories/bulk', - Network accessline 465
try { // Fetch package stats const response = await fetch( - Network accessline 466
// Fetch package stats const response = await fetch( `https://bundlephobia.com/api/size?package=${packageName}@${info.version}` - Network accessline 467
const response = await fetch( - Network accessline 468
`https://bundlephobia.com/api/size?package=${packageName}@${info.version}`
skills/dependency-upgrade/SKILL.md
skills/deployment-pipeline-design/SKILL.md
- Network accessline 63
environment: name: production url: https://app.example.com - Network accessline 64
name: production url: https://app.example.com runs-on: ubuntu-latest - Network accessline 65
url: https://app.example.com - Access to secretsline 190
[Credential-related source omitted] - Network accessline 268
steps: - name: Health check run: curl -f https://app.example.com/health - Network accessline 269
- name: Health check run: curl -f https://app.example.com/health - name: Notify team - Network accessline 270
run: curl -f https://app.example.com/health - Network accessline 271
- name: Notify team run: | curl -X POST ${{ secrets.SLACK_WEBHOOK }} \ - Network accessline 272
run: | curl -X POST ${{ secrets.SLACK_WEBHOOK }} \ -d '{"text":"Production deployment successful!"}' - Network accessline 273
curl -X POST ${{ secrets.SLACK_WEBHOOK }} \ - Network accessline 305
run: | for i in {1..10}; do if curl -sf https://app.example.com/health; then - Network accessline 306
for i in {1..10}; do if curl -sf https://app.example.com/health; then exit 0 - Network accessline 307
if curl -sf https://app.example.com/health; then - Network accessline 351
# Check error rate ERROR_RATE=$(curl -s "$PROMETHEUS_URL/api/v1/query?query=rate(http_errors_total[5m])" | jq '.data.result[0].value[1]') - Network accessline 352
ERROR_RATE=$(curl -s "$PROMETHEUS_URL/api/v1/query?query=rate(http_errors_total[5m])" | jq '.data.result[0].value[1]')
skills/distributed-debugging-debug-trace/resources/implementation-playbook.md
- Network accessline 292
initialize() { const jaegerExporter = new JaegerExporter({ endpoint: process.env.JAEGER_ENDPOINT || 'http://localhost:14268/api/traces', - Network accessline 293
const jaegerExporter = new JaegerExporter({ endpoint: process.env.JAEGER_ENDPOINT || 'http://localhost:14268/api/traces', }); - Network accessline 294
endpoint: process.env.JAEGER_ENDPOINT || 'http://localhost:14268/api/traces', - Access to secretsline 604
[Credential-related source omitted] - Network accessline 896
// Debug endpoints endpoints: { jaeger: process.env.JAEGER_ENDPOINT || 'http://localhost:14268', - Network accessline 897
endpoints: { jaeger: process.env.JAEGER_ENDPOINT || 'http://localhost:14268', elasticsearch: process.env.ELASTICSEARCH_URL || 'http://localhost:9200', - Network accessline 898
jaeger: process.env.JAEGER_ENDPOINT || 'http://localhost:14268', - Network accessline 899
elasticsearch: process.env.ELASTICSEARCH_URL || 'http://localhost:9200', - Access to secretsline 1004
[Credential-related source omitted]
skills/distributed-tracing/SKILL.md
- Network accessline 59
# Deploy Jaeger Operator kubectl create namespace observability kubectl create -f https://github.com/jaegertracing/jaeger-operator/releases/download/v1.51.0/jaeger-operator.yaml -n observability - Network accessline 61
kubectl create -f https://github.com/jaegertracing/jaeger-operator/releases/download/v1.51.0/jaeger-operator.yaml -n observability - Network accessline 74
options: es: server-urls: http://elasticsearch:9200 - Network accessline 75
es: server-urls: http://elasticsearch:9200 ingress: - Network accessline 76
server-urls: http://elasticsearch:9200 - Network accessline 165
const exporter = new JaegerExporter({ endpoint: 'http://jaeger:14268/api/traces' - Network accessline 166
endpoint: 'http://jaeger:14268/api/traces' - Network accessline 210
func initTracer() (*sdktrace.TracerProvider, error) { exporter, err := jaeger.New(jaeger.WithCollectorEndpoint( jaeger.WithEndpoint("http://jaeger:14268/api/traces"), - Network accessline 211
exporter, err := jaeger.New(jaeger.WithCollectorEndpoint( jaeger.WithEndpoint("http://jaeger:14268/api/traces"), )) - Network accessline 212
jaeger.WithEndpoint("http://jaeger:14268/api/traces"), - Network accessline 266
response = requests.get('http://downstream-service/api', headers=headers) - Network accessline 276
axios.get('http://downstream-service/api', { headers });
skills/documentation-generation-doc-generate/resources/implementation-playbook.md
- Network accessline 137
servers: - url: https://api.example.com/v1 - Network accessline 138
- url: https://api.example.com/v1 - Access to secretsline 266
[Credential-related source omitted] - Network accessline 302
git clone https://github.com/${GITHUB_ORG}/${REPO_NAME}.git - Network accessline 326
# Clone and setup git clone https://github.com/${GITHUB_ORG}/${REPO_NAME}.git - Network accessline 327
git clone https://github.com/${GITHUB_ORG}/${REPO_NAME}.git - Network accessline 467
<head> <title>API Documentation</title> <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/swagger-ui-dist@latest/swagger-ui.css"> - Network accessline 468
<title>API Documentation</title> <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/swagger-ui-dist@latest/swagger-ui.css"> </head> - Network accessline 469
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/swagger-ui-dist@latest/swagger-ui.css"> - Network accessline 474
<script src="https://cdn.jsdelivr.net/npm/swagger-ui-dist@latest/swagger-ui-bundle.js"></script> - Network accessline 500
url = "https://api.example.com{endpoint['path']}" - Access to secretsline 501
[Credential-related source omitted] - Network accessline 507
# JavaScript examples['javascript'] = f''' const response = await fetch('https://api.example.com{endpoint['path']}', {{ - Network accessline 508
examples['javascript'] = f''' const response = await fetch('https://api.example.com{endpoint['path']}', {{ method: '{endpoint['method']}', - Network accessline 509
const response = await fetch('https://api.example.com{endpoint['path']}', {{ - Access to secretsline 511
[Credential-related source omitted] - Network accessline 518
# cURL examples['curl'] = f''' - Network accessline 519
[Credential-related source omitted] - Network accessline 520
[Credential-related source omitted] - Access to secretsline 520
[Credential-related source omitted] - Access to secretsline 521
[Credential-related source omitted]
skills/e2e-testing-patterns/resources/implementation-playbook.md
- Network accessline 63
], use: { baseURL: 'http://localhost:3000', - Network accessline 64
use: { baseURL: 'http://localhost:3000', trace: 'on-first-retry', - Network accessline 65
baseURL: 'http://localhost:3000', - Network accessline 287
export default defineConfig({ e2e: { baseUrl: 'http://localhost:3000', - Network accessline 288
e2e: { baseUrl: 'http://localhost:3000', viewportWidth: 1280, - Network accessline 289
baseUrl: 'http://localhost:3000',
skills/embedding-strategies/SKILL.md
skills/employment-contract-templates/resources/implementation-playbook.md
skills/error-debugging-error-analysis/resources/implementation-playbook.md
- Network accessline 701
// Usage const result = await retryWithBackoff( () => fetch('https://api.example.com/data'), - Network accessline 702
const result = await retryWithBackoff( () => fetch('https://api.example.com/data'), { - Network accessline 703
() => fetch('https://api.example.com/data'), - Network accessline 946
Runbook: https://wiki.company.com/runbooks/payment-errors - Network accessline 984
Dashboard: https://app.datadoghq.com/dashboard/payment-service - Network accessline 1101
Updates: Will provide update every 15 minutes Status Page: https://status.company.com/incident/abc123 - Network accessline 1102
Status Page: https://status.company.com/incident/abc123
skills/error-debugging-error-trace/resources/implementation-playbook.md
- Access to secretsline 364
[Credential-related source omitted] - Network accessline 404
private async sendEvents(events: ErrorEvent[]) { const response = await fetch(this.config.endpoint, { - Network accessline 405
const response = await fetch(this.config.endpoint, { - Network accessline 735
# Send to Slack async with aiohttp.ClientSession() as session: - Network accessline 736
async with aiohttp.ClientSession() as session:
skills/error-diagnostics-error-analysis/resources/implementation-playbook.md
- Network accessline 701
// Usage const result = await retryWithBackoff( () => fetch('https://api.example.com/data'), - Network accessline 702
const result = await retryWithBackoff( () => fetch('https://api.example.com/data'), { - Network accessline 703
() => fetch('https://api.example.com/data'), - Network accessline 946
Runbook: https://wiki.company.com/runbooks/payment-errors - Network accessline 984
Dashboard: https://app.datadoghq.com/dashboard/payment-service - Network accessline 1101
Updates: Will provide update every 15 minutes Status Page: https://status.company.com/incident/abc123 - Network accessline 1102
Status Page: https://status.company.com/incident/abc123
skills/error-diagnostics-error-trace/resources/implementation-playbook.md
- Access to secretsline 374
[Credential-related source omitted] - Network accessline 414
private async sendEvents(events: ErrorEvent[]) { const response = await fetch(this.config.endpoint, { - Network accessline 415
const response = await fetch(this.config.endpoint, { - Network accessline 745
# Send to Slack async with aiohttp.ClientSession() as session: - Network accessline 746
async with aiohttp.ClientSession() as session:
skills/error-handling-patterns/resources/implementation-playbook.md
- Network accessline 144
@retry(max_attempts=3, exceptions=(NetworkError,)) def fetch_data(url: str) -> dict: response = requests.get(url, timeout=5) - Network accessline 145
def fetch_data(url: str) -> dict: response = requests.get(url, timeout=5) response.raise_for_status() - Network accessline 146
response = requests.get(url, timeout=5) - Network accessline 260
// Promise error handling function fetchData(url: string): Promise<Data> { return fetch(url) - Network accessline 261
function fetchData(url: string): Promise<Data> { return fetch(url) .then(response => { - Network accessline 262
return fetch(url)
skills/event-store-design/SKILL.md
- Network accessline 206
"""Read events from a stream.""" async with self.pool.acquire() as conn: rows = await conn.fetch( - Network accessline 207
async with self.pool.acquire() as conn: rows = await conn.fetch( """ - Network accessline 208
rows = await conn.fetch( - Network accessline 226
"""Read all events globally.""" async with self.pool.acquire() as conn: rows = await conn.fetch( - Network accessline 227
async with self.pool.acquire() as conn: rows = await conn.fetch( """ - Network accessline 228
rows = await conn.fetch( - Network accessline 446
- [EventStoreDB](https://www.eventstore.com/) - Network accessline 447
- [Marten Events](https://martendb.io/events/) - Network accessline 448
- [Event Sourcing Pattern](https://docs.microsoft.com/en-us/azure/architecture/patterns/event-sourcing)
skills/fastapi-templates/resources/implementation-playbook.md
skills/firmware-analyst/SKILL.md
- Network accessline 13
# Download from vendor wget http://vendor.com/firmware/update.bin - Network accessline 14
wget http://vendor.com/firmware/update.bin - Access to secretsline 112
[Credential-related source omitted] - Dangerous shell operationline 231
sudo chroot squashfs-root /usr/bin/qemu-arm-static /bin/sh - Dangerous shell operationline 234
sudo chroot squashfs-root /usr/bin/qemu-arm-static /bin/httpd
skills/flutter-expert/SKILL.md
- Access to secretsline 136
[Credential-related source omitted]
skills/framework-migration-code-migrate/resources/implementation-playbook.md
- Network accessline 562
// Call REST endpoint const response = await fetch( - Network accessline 563
const response = await fetch( - Network accessline 577
const response = await fetch( - Network accessline 967
<head> <title>Migration Dashboard - {self.migration_id}</title> <script src="https://cdn.jsdelivr.net/npm/chart.js"></script> - Network accessline 968
<title>Migration Dashboard - {self.migration_id}</title> <script src="https://cdn.jsdelivr.net/npm/chart.js"></script> <style> - Network accessline 969
<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
skills/framework-migration-deps-upgrade/resources/implementation-playbook.md
skills/gdpr-data-handling/resources/implementation-playbook.md
- Network accessline 613
- [GDPR Full Text](https://gdpr-info.eu/) - Network accessline 614
- [ICO Guidance](https://ico.org.uk/for-organisations/guide-to-data-protection/guide-to-the-general-data-protection-regulation-gdpr/) - Network accessline 615
- [EDPB Guidelines](https://edpb.europa.eu/our-work-tools/general-guidance/gdpr-guidelines-recommendations-best-practices_en)
skills/github-actions-templates/SKILL.md
skills/gitlab-ci-patterns/SKILL.md
- Network accessline 82
environment: name: production url: https://app.example.com - Network accessline 84
url: https://app.example.com - Access to secretsline 114
[Credential-related source omitted] - Network accessline 124
environment: name: staging url: https://staging.example.com - Network accessline 125
name: staging url: https://staging.example.com only: - Network accessline 126
url: https://staging.example.com - Network accessline 136
environment: name: production url: https://app.example.com - Network accessline 137
name: production url: https://app.example.com when: manual - Network accessline 138
url: https://app.example.com
skills/gitops-workflow/SKILL.md
- Network accessline 56
# Install ArgoCD kubectl apply -n argocd -f https://raw.githubusercontent.com/argoproj/argo-cd/stable/manifests/install.yaml - Network accessline 57
kubectl apply -n argocd -f https://raw.githubusercontent.com/argoproj/argo-cd/stable/manifests/install.yaml - Network accessline 95
project: default source: repoURL: https://github.com/org/gitops-repo - Network accessline 96
source: repoURL: https://github.com/org/gitops-repo targetRevision: main - Network accessline 97
repoURL: https://github.com/org/gitops-repo - Network accessline 99
path: apps/production/my-app destination: server: https://kubernetes.default.svc - Network accessline 100
destination: server: https://kubernetes.default.svc namespace: production - Network accessline 101
server: https://kubernetes.default.svc - Network accessline 120
project: default source: repoURL: https://github.com/org/gitops-repo - Network accessline 121
source: repoURL: https://github.com/org/gitops-repo targetRevision: main - Network accessline 122
repoURL: https://github.com/org/gitops-repo - Network accessline 124
path: argocd/applications destination: server: https://kubernetes.default.svc - Network accessline 125
destination: server: https://kubernetes.default.svc namespace: argocd - Network accessline 126
server: https://kubernetes.default.svc - Network accessline 137
# Install Flux CLI curl -s https://fluxcd.io/install.sh | sudo bash - Dangerous shell operationline 138
curl -s https://fluxcd.io/install.sh | sudo bash - Network accessline 138
curl -s https://fluxcd.io/install.sh | sudo bash - Network accessline 157
spec: interval: 1m url: https://github.com/org/my-app - Network accessline 158
interval: 1m url: https://github.com/org/my-app ref: - Network accessline 159
url: https://github.com/org/my-app
skills/gitops-workflow/references/argocd-setup.md
- Network accessline 7
kubectl create namespace argocd kubectl apply -n argocd -f https://raw.githubusercontent.com/argoproj/argo-cd/stable/manifests/install.yaml - Network accessline 8
kubectl apply -n argocd -f https://raw.githubusercontent.com/argoproj/argo-cd/stable/manifests/install.yaml - Network accessline 13
kubectl apply -n argocd -f https://raw.githubusercontent.com/argoproj/argo-cd/stable/manifests/ha/install.yaml - Network accessline 18
helm repo add argo https://argoproj.github.io/argo-helm - Network accessline 72
argocd repo add https://github.com/org/repo --username user --password token - Network accessline 77
argocd app create my-app \ --repo https://github.com/org/repo \ - Network accessline 78
--repo https://github.com/org/repo \ - Network accessline 79
--path apps/my-app \ --dest-server https://kubernetes.default.svc \ --dest-namespace production - Network accessline 80
--dest-server https://kubernetes.default.svc \ - Network accessline 92
namespace: argocd data: url: https://argocd.example.com - Network accessline 93
data: url: https://argocd.example.com dex.config: | - Network accessline 94
url: https://argocd.example.com - Access to secretsline 102
[Credential-related source omitted]
skills/go-concurrency-patterns/resources/implementation-playbook.md
skills/godot-gdscript-patterns/resources/implementation-playbook.md
skills/helm-chart-scaffolding/assets/Chart.yaml.template
- Network accessline 12
home: https://github.com/<org>/<repo> - Network accessline 14
sources: - https://github.com/<org>/<repo> - Network accessline 15
- https://github.com/<org>/<repo> - Network accessline 18
- name: <Maintainer Name> email: <maintainer@example.com> url: https://github.com/<username> - Network accessline 20
url: https://github.com/<username> - Network accessline 22
icon: https://example.com/icon.png - Network accessline 27
- name: postgresql version: "12.0.0" repository: "https://charts.bitnami.com/bitnami" - Network accessline 28
version: "12.0.0" repository: "https://charts.bitnami.com/bitnami" condition: postgresql.enabled - Network accessline 29
repository: "https://charts.bitnami.com/bitnami" - Network accessline 33
- name: redis version: "17.0.0" repository: "https://charts.bitnami.com/bitnami" - Network accessline 34
version: "17.0.0" repository: "https://charts.bitnami.com/bitnami" condition: redis.enabled - Network accessline 35
repository: "https://charts.bitnami.com/bitnami"
skills/helm-chart-scaffolding/references/chart-structure.md
- Network accessline 52
- api - backend home: https://example.com # Project home page - Network accessline 53
- backend home: https://example.com # Project home page sources: # Source code URLs - Network accessline 54
home: https://example.com # Project home page - Network accessline 55
sources: # Source code URLs - https://github.com/example/my-app maintainers: # Maintainer list - Network accessline 56
- https://github.com/example/my-app - Network accessline 58
- name: John Doe email: john@example.com url: https://github.com/johndoe - Network accessline 59
email: john@example.com url: https://github.com/johndoe icon: https://example.com/icon.png # Chart icon URL - Network accessline 60
url: https://github.com/johndoe - Network accessline 61
icon: https://example.com/icon.png # Chart icon URL - Network accessline 63
deprecated: false # Mark chart as deprecated annotations: # Arbitrary annotations example.com/release-notes: https://example.com/releases/v1.2.3 - Network accessline 64
annotations: # Arbitrary annotations example.com/release-notes: https://example.com/releases/v1.2.3 dependencies: # Chart dependencies - Network accessline 65
example.com/release-notes: https://example.com/releases/v1.2.3 - Network accessline 67
- name: postgresql version: "12.0.0" repository: "https://charts.bitnami.com/bitnami" - Network accessline 68
version: "12.0.0" repository: "https://charts.bitnami.com/bitnami" condition: postgresql.enabled - Network accessline 69
repository: "https://charts.bitnami.com/bitnami" - Network accessline 169
{ "$schema": "https://json-schema.org/draft-07/schema#", - Network accessline 170
"$schema": "https://json-schema.org/draft-07/schema#", - Network accessline 283
export POD_NAME=$(kubectl get pods --namespace {{ .Release.Namespace }} -l "app.kubernetes.io/name={{ include "my-app.name" . }}" -o jsonpath="{.items[0].metadata.name}") kubectl port-forward $POD_NAME 8080:80 echo "Visit http://127.0.0 - Network accessline 284
kubectl port-forward $POD_NAME 8080:80 echo "Visit http://127.0.0.1:8080" {{- end }} - Network accessline 285
echo "Visit http://127.0.0.1:8080" - Network accessline 296
- name: postgresql version: "12.0.0" repository: "https://charts.bitnami.com/bitnami" - Network accessline 297
version: "12.0.0" repository: "https://charts.bitnami.com/bitnami" condition: postgresql.enabled # Enable/disable via values - Network accessline 298
repository: "https://charts.bitnami.com/bitnami" - Network accessline 326
dependencies: - name: postgresql repository: https://charts.bitnami.com/bitnami - Network accessline 327
- name: postgresql repository: https://charts.bitnami.com/bitnami version: 12.0.0 - Network accessline 328
repository: https://charts.bitnami.com/bitnami - Network accessline 414
containers: - name: wget image: busybox - Network accessline 415
- name: wget image: busybox command: ['wget'] - Network accessline 493
helm repo index . --url https://charts.example.com - Network accessline 498
- [Helm Documentation](https://helm.sh/docs/) - Network accessline 499
- [Chart Template Guide](https://helm.sh/docs/chart_template_guide/) - Network accessline 500
- [Best Practices](https://helm.sh/docs/chart_best_practices/)
skills/helm-chart-scaffolding/resources/implementation-playbook.md
- Network accessline 80
- name: DevOps Team email: devops@example.com url: https://github.com/example/my-app - Network accessline 82
url: https://github.com/example/my-app - Network accessline 84
# Source code repository sources: - https://github.com/example/my-app - Network accessline 86
- https://github.com/example/my-app - Network accessline 88
# Homepage home: https://example.com - Network accessline 89
home: https://example.com - Network accessline 91
# Chart icon icon: https://example.com/icon.png - Network accessline 92
icon: https://example.com/icon.png - Network accessline 96
- name: postgresql version: "12.0.0" repository: "https://charts.bitnami.com/bitnami" - Network accessline 97
version: "12.0.0" repository: "https://charts.bitnami.com/bitnami" condition: postgresql.enabled - Network accessline 98
repository: "https://charts.bitnami.com/bitnami" - Network accessline 100
- name: redis version: "17.0.0" repository: "https://charts.bitnami.com/bitnami" - Network accessline 101
version: "17.0.0" repository: "https://charts.bitnami.com/bitnami" condition: redis.enabled - Network accessline 102
repository: "https://charts.bitnami.com/bitnami" - Network accessline 267
- name: postgresql version: "12.0.0" repository: "https://charts.bitnami.com/bitnami" - Network accessline 268
version: "12.0.0" repository: "https://charts.bitnami.com/bitnami" condition: postgresql.enabled - Network accessline 269
repository: "https://charts.bitnami.com/bitnami" - Network accessline 353
helm repo add my-repo https://charts.example.com - Network accessline 443
containers: - name: wget image: busybox - Network accessline 444
- name: wget image: busybox command: ['wget']
skills/helm-chart-scaffolding/scripts/validate-chart.sh
- Executable scriptline 1
#!/bin/bash
skills/hybrid-search-implementation/resources/implementation-playbook.md
- Network accessline 172
results = await conn.fetch(f""" - Network accessline 565
- [RRF Paper](https://plg.uwaterloo.ca/~gvcormac/cormacksigir09-rrf.pdf) - Network accessline 566
- [Vespa Hybrid Search](https://blog.vespa.ai/improving-text-ranking-with-few-shot-prompting/) - Network accessline 567
- [Cohere Rerank](https://docs.cohere.com/docs/reranking)
skills/incident-runbook-templates/SKILL.md
- Network accessline 80
### Dashboards - [Payment Service Dashboard](https://grafana/d/payments) - Network accessline 81
- [Payment Service Dashboard](https://grafana/d/payments) - Network accessline 82
- [Error Tracking](https://sentry.io/payments) - Network accessline 83
- [Dependency Status](https://status.stripe.com) - Network accessline 95
# Check error rates curl -s "http://prometheus:9090/api/v1/query?query=sum(rate(http_requests_total{status=~'5..'}[5m]))" - Network accessline 96
curl -s "http://prometheus:9090/api/v1/query?query=sum(rate(http_requests_total{status=~'5..'}[5m]))" - Network accessline 99
### 2. Quick Health Checks - [ ] Can you reach the service? `curl -I https://api.company.com/payments/health` - Network accessline 100
- [ ] Can you reach the service? `curl -I https://api.company.com/payments/health` - Network accessline 138
# Step 1: Check database connections kubectl exec -n payments deploy/payment-service -- \ curl localhost:8080/metrics | grep db_pool - Network accessline 139
kubectl exec -n payments deploy/payment-service -- curl localhost:8080/metrics | grep db_pool - Network accessline 140
curl localhost:8080/metrics | grep db_pool - Network accessline 152
# Step 4: Check external dependency latency curl -w "@curl-format.txt" -o /dev/null -s https://api.stripe.com/v1/health - Network accessline 153
curl -w "@curl-format.txt" -o /dev/null -s https://api.stripe.com/v1/health - Network accessline 166
# Step 2: Check error tracking # Go to Sentry: https://sentry.io/payments - Network accessline 167
# Go to Sentry: https://sentry.io/payments - Network accessline 169
# Step 3: If specific endpoint, enable feature flag to disable curl -X POST https://api.company.com/internal/feature-flags \ - Network accessline 170
curl -X POST https://api.company.com/internal/feature-flags \ - Network accessline 215
# Verify service is healthy curl -s https://api.company.com/payments/health | jq - Network accessline 216
curl -s https://api.company.com/payments/health | jq - Network accessline 218
# Verify error rate is back to normal curl -s "http://prometheus:9090/api/v1/query?query=sum(rate(http_requests_total{status=~'5..'}[5m]))" | jq '.data.result[0].value[1]' - Network accessline 219
curl -s "http://prometheus:9090/api/v1/query?query=sum(rate(http_requests_total{status=~'5..'}[5m]))" | jq '.data.result[0].value[1]' - Network accessline 221
# Verify latency is acceptable curl -s "http://prometheus:9090/api/v1/query?query=histogram_quantile(0.99,sum(rate(http_request_duration_seconds_bucket[5m]))by(le))" | jq - Network accessline 222
curl -s "http://prometheus:9090/api/v1/query?query=histogram_quantile(0.99,sum(rate(http_request_duration_seconds_bucket[5m]))by(le))" | jq - Network accessline 236
# Rollback feature flag curl -X POST https://api.company.com/internal/feature-flags \ - Network accessline 237
curl -X POST https://api.company.com/internal/feature-flags \ - Network accessline 392
- [Google SRE Book - Incident Management](https://sre.google/sre-book/managing-incidents/) - Network accessline 393
- [PagerDuty Incident Response](https://response.pagerduty.com/) - Network accessline 394
- [Atlassian Incident Management](https://www.atlassian.com/incident-management)
skills/ios-developer/SKILL.md
skills/istio-traffic-management/SKILL.md
- Network accessline 334
- [Istio Traffic Management](https://istio.io/latest/docs/concepts/traffic-management/) - Network accessline 335
- [Virtual Service Reference](https://istio.io/latest/docs/reference/config/networking/virtual-service/) - Network accessline 336
- [Destination Rule Reference](https://istio.io/latest/docs/reference/config/networking/destination-rule/)
skills/javascript-testing-patterns/resources/implementation-playbook.md
- Network accessline 212
export class ApiService { async fetchUser(id: string): Promise<User> { const response = await fetch(`https://api.example.com/users/${id}`); - Network accessline 213
async fetchUser(id: string): Promise<User> { const response = await fetch(`https://api.example.com/users/${id}`); if (!response.ok) { - Network accessline 214
const response = await fetch(`https://api.example.com/users/${id}`); - Network accessline 221
async createUser(user: CreateUserDTO): Promise<User> { const response = await fetch('https://api.example.com/users', { - Network accessline 222
const response = await fetch('https://api.example.com/users', { - Network accessline 257
expect(user).toEqual(mockUser); expect(fetch).toHaveBeenCalledWith('https://api.example.com/users/1'); - Network accessline 258
expect(fetch).toHaveBeenCalledWith('https://api.example.com/users/1'); - Network accessline 282
expect(user).toEqual(createdUser); expect(fetch).toHaveBeenCalledWith( 'https://api.example.com/users', - Network accessline 283
expect(fetch).toHaveBeenCalledWith( 'https://api.example.com/users', expect.objectContaining({ - Network accessline 284
'https://api.example.com/users', - Network accessline 916
name: 'John Doe', email: 'john@example.com', avatar: 'https://example.com/avatar.jpg', - Network accessline 917
email: 'john@example.com', avatar: 'https://example.com/avatar.jpg', }; - Network accessline 918
avatar: 'https://example.com/avatar.jpg', - Network accessline 1021
- **Jest Documentation**: https://jestjs.io/ - Network accessline 1022
- **Vitest Documentation**: https://vitest.dev/ - Network accessline 1023
- **Testing Library**: https://testing-library.com/ - Network accessline 1024
- **Kent C. Dodds Testing Blog**: https://kentcdodds.com/blog/
skills/javascript-typescript-typescript-scaffold/SKILL.md
- Access to secretsline 53
[Credential-related source omitted]
skills/k8s-manifest-generator/assets/configmap-template.yaml
- Network accessline 99
location / { proxy_pass http://backend:8080; - Network accessline 100
proxy_pass http://backend:8080; - Network accessline 188
# Wait for database until nc -z $DATABASE_HOST $DATABASE_PORT; do - Network accessline 189
until nc -z $DATABASE_HOST $DATABASE_PORT; do - Network accessline 208
# Check application health endpoint response=$(curl -sf http://localhost:8080/health) - Network accessline 209
response=$(curl -sf http://localhost:8080/health)
skills/k8s-manifest-generator/references/deployment-spec.md
- Network accessline 72
- name: init-db image: busybox:1.36 command: ['sh', '-c', 'until nc -z db-service 5432; do sleep 1; done'] - Network accessline 73
image: busybox:1.36 command: ['sh', '-c', 'until nc -z db-service 5432; do sleep 1; done'] securityContext: - Network accessline 74
command: ['sh', '-c', 'until nc -z db-service 5432; do sleep 1; done'] - Network accessline 648
- -c - | until nc -z database-service 5432; do - Network accessline 649
- | until nc -z database-service 5432; do echo "Waiting for database..." - Network accessline 650
until nc -z database-service 5432; do - Network accessline 751
- [Kubernetes Deployment API Reference](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.28/#deployment-v1-apps) - Network accessline 752
- [Pod Security Standards](https://kubernetes.io/docs/concepts/security/pod-security-standards/) - Network accessline 753
- [Resource Management](https://kubernetes.io/docs/concepts/configuration/manage-resources-containers/)
skills/k8s-manifest-generator/references/service-spec.md
- Network accessline 358
curl http://backend-service.production.svc.cluster.local - Network accessline 363
curl http://backend-service - Network accessline 722
- [Kubernetes Service API Reference](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.28/#service-v1-core) - Network accessline 723
- [Service Networking](https://kubernetes.io/docs/concepts/services-networking/service/) - Network accessline 724
- [DNS for Services and Pods](https://kubernetes.io/docs/concepts/services-networking/dns-pod-service/)
skills/k8s-manifest-generator/resources/implementation-playbook.md
- Access to secretsline 207
[Credential-related source omitted]
skills/kpi-dashboard-design/SKILL.md
- Network accessline 437
- [Stephen Few's Dashboard Design](https://www.perceptualedge.com/articles/visual_business_intelligence/rules_for_using_color.pdf) - Network accessline 438
- [Edward Tufte's Principles](https://www.edwardtufte.com/tufte/) - Network accessline 439
- [Google Data Studio Gallery](https://datastudio.google.com/gallery)
skills/linkerd-patterns/SKILL.md
- Network accessline 68
# Install CLI curl --proto '=https' --tlsv1.2 -sSfL https://run.linkerd.io/install | sh - Dangerous shell operationline 69
curl --proto '=https' --tlsv1.2 -sSfL https://run.linkerd.io/install | sh - Network accessline 69
curl --proto '=https' --tlsv1.2 -sSfL https://run.linkerd.io/install | sh - Network accessline 254
# Link clusters linkerd multicluster link --cluster-name west \ --api-server-address https://west.example.com:6443 \ - Network accessline 255
linkerd multicluster link --cluster-name west --api-server-address https://west.example.com:6443 - Network accessline 256
--api-server-address https://west.example.com:6443 \ - Network accessline 318
- [Linkerd Documentation](https://linkerd.io/2.14/overview/) - Network accessline 319
- [Service Profiles](https://linkerd.io/2.14/features/service-profiles/) - Network accessline 320
- [Authorization Policy](https://linkerd.io/2.14/features/server-policy/)
skills/market-sizing-analysis/references/data-sources.md
- Network accessline 9
**Gartner** (https://www.gartner.com) - Network accessline 15
**Forrester** (https://www.forrester.com) - Network accessline 21
**IDC** (https://www.idc.com) - Network accessline 27
**McKinsey** (https://www.mckinsey.com/featured-insights) - Network accessline 34
**Statista** (https://www.statista.com) - Network accessline 39
**CB Insights** (https://www.cbinsights.com) - Network accessline 44
**PitchBook** (https://pitchbook.com) - Network accessline 49
**Grand View Research** (https://www.grandviewresearch.com) - Network accessline 58
**U.S. Census Bureau** (https://www.census.gov) - Network accessline 63
**Bureau of Labor Statistics** (https://www.bls.gov) - Network accessline 68
**SEC EDGAR** (https://www.sec.gov/edgar) - Network accessline 73
**Data.gov** (https://www.data.gov) - Network accessline 80
**OECD** (https://data.oecd.org) - Network accessline 84
**World Bank** (https://data.worldbank.org) - Network accessline 88
**Eurostat** (https://ec.europa.eu/eurostat) - Network accessline 158
**Research and Markets** (https://www.researchandmarkets.com) - Network accessline 163
**MarketsandMarkets** (https://www.marketsandmarkets.com) - Network accessline 170
**Google Scholar** (https://scholar.google.com) - Network accessline 174
**SSRN** (https://www.ssrn.com) - Network accessline 178
**arXiv** (https://arxiv.org)
skills/memory-forensics/SKILL.md
- Dangerous shell operationline 48
sudo insmod lime.ko "path=/tmp/memory.lime format=lime" - Dangerous shell operationline 51
sudo dd if=/dev/mem of=memory.raw bs=1M - Dangerous shell operationline 54
sudo cp /proc/kcore memory.elf - Dangerous shell operationline 60
sudo ./osxpmem -o memory.raw - Network accessline 89
# Install symbol tables (Windows) # Download from https://downloads.volatilityfoundation.org/volatility3/symbols/ - Network accessline 90
# Download from https://downloads.volatilityfoundation.org/volatility3/symbols/
skills/memory-safety-patterns/resources/implementation-playbook.md
skills/microservices-patterns/resources/implementation-playbook.md
- Network accessline 185
def __init__(self): self.order_service_url = "http://order-service:8000" - Network accessline 186
self.order_service_url = "http://order-service:8000" - Network accessline 187
self.payment_service_url = "http://payment-service:8001" self.inventory_service_url = "http://inventory-service:8002" self.http_client = httpx.AsyncClient(timeout=5.0) - Network accessline 188
self.inventory_service_url = "http://inventory-service:8002" - Network accessline 189
self.http_client = httpx.AsyncClient(timeout=5.0) - Network accessline 251
def __init__(self, base_url: str): self.base_url = base_url self.client = httpx.AsyncClient( - Network accessline 252
self.base_url = base_url self.client = httpx.AsyncClient( timeout=httpx.Timeout(5.0, connect=2.0), - Network accessline 253
self.client = httpx.AsyncClient( - Network accessline 254
timeout=httpx.Timeout(5.0, connect=2.0), - Network accessline 255
limits=httpx.Limits(max_keepalive_connections=20) - Network accessline 274
# Usage payment_client = ServiceClient("http://payment-service:8001") - Network accessline 275
payment_client = ServiceClient("http://payment-service:8001")
skills/mobile-developer/SKILL.md
- Access to secretsline 136
[Credential-related source omitted]
skills/mobile-security-coder/SKILL.md
skills/modern-javascript-patterns/resources/implementation-playbook.md
- Network accessline 335
// Async function always returns a Promise async function fetchUser(id) { const response = await fetch(`/api/users/${id}`); - Network accessline 336
async function fetchUser(id) { const response = await fetch(`/api/users/${id}`); const user = await response.json(); - Network accessline 337
const response = await fetch(`/api/users/${id}`); - Network accessline 386
// Top-level await (ES2022) const config = await fetch('/config.json').then(r => r.json()); - Network accessline 387
const config = await fetch('/config.json').then(r => r.json()); - Network accessline 391
for (let i = 0; i < retries; i++) { try { return await fetch(url); - Network accessline 392
try { return await fetch(url); } catch (error) { - Network accessline 393
return await fetch(url); - Network accessline 787
let page = 1; while (true) { const response = await fetch(`${url}?page=${page}`); - Network accessline 788
while (true) { const response = await fetch(`${url}?page=${page}`); const data = await response.json(); - Network accessline 789
const response = await fetch(`${url}?page=${page}`); - Network accessline 906
- **MDN Web Docs**: https://developer.mozilla.org/en-US/docs/Web/JavaScript - Network accessline 907
- **JavaScript.info**: https://javascript.info/ - Network accessline 908
- **You Don't Know JS**: https://github.com/getify/You-Dont-Know-JS - Network accessline 909
- **Eloquent JavaScript**: https://eloquentjavascript.net/ - Network accessline 910
- **ES6 Features**: http://es6-features.org/
skills/monorepo-management/resources/implementation-playbook.md
- Network accessline 74
// turbo.json { "$schema": "https://turbo.build/schema.json", - Network accessline 75
{ "$schema": "https://turbo.build/schema.json", "globalDependencies": ["**/.env.*local"], - Network accessline 76
"$schema": "https://turbo.build/schema.json", - Dangerous shell operationline 117
"clean": "turbo run clean && rm -rf node_modules"
skills/mtls-configuration/SKILL.md
- Network accessline 355
- [Istio Security](https://istio.io/latest/docs/concepts/security/) - Network accessline 356
- [SPIFFE/SPIRE](https://spiffe.io/) - Network accessline 357
- [cert-manager](https://cert-manager.io/) - Network accessline 358
- [Zero Trust Architecture (NIST)](https://www.nist.gov/publications/zero-trust-architecture)
skills/nextjs-app-router-patterns/resources/implementation-playbook.md
- Network accessline 73
// app/page.tsx - Server Component by default async function getProducts() { const res = await fetch('https://api.example.com/products', { - Network accessline 74
async function getProducts() { const res = await fetch('https://api.example.com/products', { next: { revalidate: 3600 }, // ISR: revalidate every hour - Network accessline 75
const res = await fetch('https://api.example.com/products', { - Network accessline 133
// components/products/ProductList.tsx - Server Component async function getProducts(filters: ProductFilters) { const res = await fetch( - Network accessline 134
async function getProducts(filters: ProductFilters) { const res = await fetch( `${process.env.API_URL}/products?${new URLSearchParams(filters)}`, - Network accessline 135
const res = await fetch( - Network accessline 500
// No cache (always fresh) fetch(url, { cache: 'no-store' }) - Network accessline 501
fetch(url, { cache: 'no-store' }) - Network accessline 503
// Cache forever (static) fetch(url, { cache: 'force-cache' }) - Network accessline 504
fetch(url, { cache: 'force-cache' }) - Network accessline 506
// ISR - revalidate after 60 seconds fetch(url, { next: { revalidate: 60 } }) - Network accessline 507
fetch(url, { next: { revalidate: 60 } }) - Network accessline 509
// Tag-based invalidation fetch(url, { next: { tags: ['products'] } }) - Network accessline 510
fetch(url, { next: { tags: ['products'] } }) - Network accessline 541
- [Next.js App Router Documentation](https://nextjs.org/docs/app) - Network accessline 542
- [Server Components RFC](https://github.com/reactjs/rfcs/blob/main/text/0188-server-components.md) - Network accessline 543
- [Vercel Templates](https://vercel.com/templates/next.js)
skills/nodejs-backend-patterns/resources/implementation-playbook.md
- Access to secretsline 398
[Credential-related source omitted] - Access to secretsline 843
[Credential-related source omitted] - Access to secretsline 864
[Credential-related source omitted] - Access to secretsline 870
[Credential-related source omitted] - Network accessline 1016
- **Node.js Best Practices**: https://github.com/goldbergyoni/nodebestpractices - Network accessline 1017
- **Express.js Guide**: https://expressjs.com/en/guide/ - Network accessline 1018
- **Fastify Documentation**: https://www.fastify.io/docs/ - Network accessline 1019
- **TypeScript Node Starter**: https://github.com/microsoft/TypeScript-Node-Starter
skills/nx-workspace-patterns/SKILL.md
skills/observability-monitoring-monitor-setup/resources/implementation-playbook.md
- Network accessline 188
constructor(serviceName: string, environment: string) { const jaegerExporter = new JaegerExporter({ endpoint: process.env.JAEGER_ENDPOINT || 'http://localhost:14268/api/traces', - Network accessline 189
const jaegerExporter = new JaegerExporter({ endpoint: process.env.JAEGER_ENDPOINT || 'http://localhost:14268/api/traces', }); - Network accessline 190
endpoint: process.env.JAEGER_ENDPOINT || 'http://localhost:14268/api/traces', - Access to secretsline 399
[Credential-related source omitted] - Network accessline 475
name = "Prometheus" type = "prometheus" url = "http://prometheus:9090" - Network accessline 476
type = "prometheus" url = "http://prometheus:9090" } - Network accessline 477
url = "http://prometheus:9090"
skills/observability-monitoring-slo-implement/resources/implementation-playbook.md
skills/on-call-handoff-patterns/SKILL.md
- Network accessline 93
**Resources**: - Dashboard: [API Latency](https://grafana/d/api-latency) - Network accessline 94
- Dashboard: [API Latency](https://grafana/d/api-latency) - Network accessline 113
**Resources**: - Dashboard: [Auth Service Memory](https://grafana/d/auth-memory) - Network accessline 114
- Dashboard: [Auth Service Memory](https://grafana/d/auth-memory) - Network accessline 115
- Analysis doc: [Memory Investigation](https://docs/eng-1235) - Network accessline 123
- **Root Cause**: Database connection exhaustion - **Resolution**: Rolled back v2.3.4, increased pool size - **Postmortem**: [POSTMORTEM-89](https://docs/postmortem-89) - Network accessline 124
- **Resolution**: Rolled back v2.3.4, increased pool size - **Postmortem**: [POSTMORTEM-89](https://docs/postmortem-89) - **Follow-up tickets**: ENG-1230, ENG-1231 - Network accessline 125
- **Postmortem**: [POSTMORTEM-89](https://docs/postmortem-89) - Network accessline 201
### Important Links - [Runbooks](https://wiki/runbooks) - Network accessline 202
- [Runbooks](https://wiki/runbooks) - Network accessline 203
- [Service Catalog](https://wiki/services) - Network accessline 204
- [Incident Slack](https://slack.com/incidents) - Network accessline 205
- [PagerDuty](https://pagerduty.com/schedules) - Network accessline 295
## Resources - Incident channel: #inc-20240122-payment - Dashboard: [Payment Service](https://grafana/d/payments) - Network accessline 296
- Incident channel: #inc-20240122-payment - Dashboard: [Payment Service](https://grafana/d/payments) - Runbook: [Payment Degradation](https://wiki/runbooks/payments) - Network accessline 297
- Dashboard: [Payment Service](https://grafana/d/payments) - Network accessline 298
- Runbook: [Payment Degradation](https://wiki/runbooks/payments) - Network accessline 450
- [Google SRE - Being On-Call](https://sre.google/sre-book/being-on-call/) - Network accessline 451
- [PagerDuty On-Call Guide](https://www.pagerduty.com/resources/learn/on-call-management/) - Network accessline 452
- [Increment On-Call Issue](https://increment.com/on-call/)
skills/openapi-spec-generation/resources/implementation-playbook.md
- Network accessline 26
version: 1.0.0 servers: - url: https://api.example.com/v1 - Network accessline 27
servers: - url: https://api.example.com/v1 paths: - Network accessline 28
- url: https://api.example.com/v1 - Network accessline 64
name: API Support email: api-support@example.com url: https://docs.example.com - Network accessline 65
email: api-support@example.com url: https://docs.example.com license: - Network accessline 66
url: https://docs.example.com - Network accessline 67
license: name: MIT url: https://opensource.org/licenses/MIT - Network accessline 69
url: https://opensource.org/licenses/MIT - Network accessline 71
servers: - url: https://api.example.com/v2 - Network accessline 72
- url: https://api.example.com/v2 - Network accessline 73
description: Production - url: https://staging-api.example.com/v2 description: Staging - Network accessline 74
- url: https://staging-api.example.com/v2 - Network accessline 75
description: Staging - url: http://localhost:3000/v2 description: Local development - Network accessline 76
- url: http://localhost:3000/v2 - Network accessline 530
], servers=[ {"url": "https://api.example.com/v2", "description": "Production"}, - Network accessline 531
servers=[ {"url": "https://api.example.com/v2", "description": "Production"}, {"url": "http://localhost:8000", "description": "Development"}, - Network accessline 532
{"url": "https://api.example.com/v2", "description": "Production"}, - Network accessline 533
{"url": "http://localhost:8000", "description": "Development"}, - Network accessline 967
languages: - lang: curl - lang: python - Network accessline 968
- lang: curl - lang: python - lang: javascript - Network accessline 1024
- [OpenAPI 3.1 Specification](https://spec.openapis.org/oas/v3.1.0) - Network accessline 1025
- [Swagger Editor](https://editor.swagger.io/) - Network accessline 1026
- [Redocly](https://redocly.com/) - Network accessline 1027
- [Spectral](https://stoplight.io/open-source/spectral)
skills/paypal-integration/SKILL.md
- Network accessline 70
<script src="https://www.paypal.com/sdk/js?client-id=YOUR_CLIENT_ID¤cy=USD"></script> - Network accessline 87
// Send to backend for verification fetch('/api/paypal/capture', { - Network accessline 88
fetch('/api/paypal/capture', { - Access to secretsline 107
[Credential-related source omitted] - Access to secretsline 137
[Credential-related source omitted] - Network accessline 138
[Credential-related source omitted] - Network accessline 139
[Credential-related source omitted] - Access to secretsline 139
[Credential-related source omitted] - Network accessline 140
self.base_url = 'https://api-m.sandbox.paypal.com' if mode == 'sandbox' else 'https://api-m.paypal.com' - Access to secretsline 141
[Credential-related source omitted] - Access to secretsline 143
[Credential-related source omitted] - Network accessline 148
response = requests.post( - Access to secretsline 152
[Credential-related source omitted] - Access to secretsline 155
[Credential-related source omitted] - Access to secretsline 162
[Credential-related source omitted] - Network accessline 175
response = requests.post(url, headers=headers, json=payload) - Access to secretsline 183
[Credential-related source omitted] - Network accessline 186
response = requests.post(url, headers=headers) - Access to secretsline 193
[Credential-related source omitted] - Network accessline 196
response = requests.get(url, headers=headers) - Network accessline 239
# Send back to PayPal for verification paypal_url = 'https://ipnpb.sandbox.paypal.com/cgi-bin/webscr' # or production URL - Network accessline 240
paypal_url = 'https://ipnpb.sandbox.paypal.com/cgi-bin/webscr' # or production URL - Network accessline 242
response = requests.post(paypal_url, data=verify_data) - Access to secretsline 285
[Credential-related source omitted] - Access to secretsline 290
[Credential-related source omitted] - Network accessline 322
response = requests.post(url, headers=headers, json=payload) - Access to secretsline 327
[Credential-related source omitted] - Access to secretsline 332
[Credential-related source omitted] - Network accessline 339
}, "application_context": { "return_url": "https://yourdomain.com/subscription/success", - Network accessline 340
"application_context": { "return_url": "https://yourdomain.com/subscription/success", "cancel_url": "https://yourdomain.com/subscription/cancel" - Network accessline 341
"return_url": "https://yourdomain.com/subscription/success", - Network accessline 342
"cancel_url": "https://yourdomain.com/subscription/cancel" - Network accessline 346
response = requests.post(url, headers=headers, json=payload) - Access to secretsline 363
[Credential-related source omitted] - Access to secretsline 368
[Credential-related source omitted] - Network accessline 381
response = requests.post(url, headers=headers, json=payload) - Access to secretsline 386
[Credential-related source omitted] - Access to secretsline 390
[Credential-related source omitted] - Network accessline 393
response = requests.get(url, headers=headers)
skills/pci-compliance/SKILL.md
- Access to secretsline 146
[Credential-related source omitted]
skills/performance-testing-review-ai-review/SKILL.md
- Network accessline 283
const result = await db.execute(query, [username]); `, references: ["https://cwe.mitre.org/data/definitions/89.html"], - Network accessline 284
`, references: ["https://cwe.mitre.org/data/definitions/89.html"], autoFixable: false, cwe: "CWE-89", cvss: 9.8, effort: "easy" - Network accessline 285
references: ["https://cwe.mitre.org/data/definitions/89.html"], - Access to secretsline 313
[Credential-related source omitted] - Access to secretsline 361
[Credential-related source omitted] - Access to secretsline 362
[Credential-related source omitted]
skills/posix-shell-pro/SKILL.md
- Dangerous shell operationline 66
- End option parsing with `--` and use `rm -rf -- "$dir"` for safety - Dangerous shell operationline 104
- Use `--` to separate options from arguments: `rm -- "$file"` - Dangerous shell operationline 107
- Use `trap` for cleanup: `trap 'rm -f "$tmpfile"' EXIT INT TERM` - Dangerous shell operationline 267
- **Safe Temp Files**: `tmpfile=$(mktemp) || exit 1; trap 'rm -f "$tmpfile"' EXIT INT TERM` - Network accessline 292
### POSIX Standards & Specifications - [POSIX Shell Command Language](https://pubs.opengroup.org/onlinepubs/9699919799/utilities/V3_chap02.html) - Official POSIX.1-2024 specification - Network accessline 293
- [POSIX Shell Command Language](https://pubs.opengroup.org/onlinepubs/9699919799/utilities/V3_chap02.html) - Official POSIX.1-2024 specification - Network accessline 294
- [POSIX Utilities](https://pubs.opengroup.org/onlinepubs/9699919799/idx/utilities.html) - Complete list of POSIX-mandated utilities - Network accessline 295
- [Autoconf Portable Shell Programming](https://www.gnu.org/software/autoconf/manual/autoconf.html#Portable-Shell) - Comprehensive portability guide from GNU - Network accessline 297
### Portability & Best Practices - [Rich's sh (POSIX shell) tricks](http://www.etalabs.net/sh_tricks.html) - Advanced POSIX shell techniques - Network accessline 298
- [Rich's sh (POSIX shell) tricks](http://www.etalabs.net/sh_tricks.html) - Advanced POSIX shell techniques - Network accessline 299
- [Suckless Shell Style Guide](https://suckless.org/coding_style/) - Minimalist POSIX sh patterns - Network accessline 300
- [FreeBSD Porter's Handbook - Shell](https://docs.freebsd.org/en/books/porters-handbook/makefiles/#porting-shlibs) - BSD portability considerations - Network accessline 302
### Tools & Testing - [checkbashisms](https://manpages.debian.org/testing/devscripts/checkbashisms.1.en.html) - Detect bash-specific constructs - Network accessline 303
- [checkbashisms](https://manpages.debian.org/testing/devscripts/checkbashisms.1.en.html) - Detect bash-specific constructs
skills/postmortem-writing/SKILL.md
- Network accessline 383
- [Google SRE - Postmortem Culture](https://sre.google/sre-book/postmortem-culture/) - Network accessline 384
- [Etsy's Blameless Postmortems](https://codeascraft.com/2012/05/22/blameless-postmortems/) - Network accessline 385
- [PagerDuty Postmortem Guide](https://postmortems.pagerduty.com/)
skills/projection-patterns/resources/implementation-playbook.md
skills/prometheus-configuration/SKILL.md
- Network accessline 56
helm repo add prometheus-community https://prometheus-community.github.io/helm-charts - Network accessline 353
# Test query promtool query instant http://localhost:9090 'up' - Network accessline 354
promtool query instant http://localhost:9090 'up' - Network accessline 375
curl http://localhost:9090/api/v1/targets - Network accessline 380
curl http://localhost:9090/api/v1/status/config - Network accessline 385
curl 'http://localhost:9090/api/v1/query?query=up'
skills/prompt-engineering-patterns/scripts/optimize-prompt.py
- Executable scriptline 1
#!/usr/bin/env python3
skills/protocol-reverse-engineering/resources/implementation-playbook.md
- Possible obfuscationline 448
s_static(b"\x50\x52\x4f\x54") # Magic
skills/python-development-python-scaffold/SKILL.md
- Network accessline 286
# API API_V1_PREFIX="/api/v1" ALLOWED_ORIGINS=["http://localhost:3000"] - Network accessline 288
ALLOWED_ORIGINS=["http://localhost:3000"] - Dangerous shell operationline 317
find . -type d -name __pycache__ -exec rm -rf {} + - Dangerous shell operationline 318
find . -type f -name "*.pyc" -delete - Dangerous shell operationline 319
rm -rf .pytest_cache .ruff_cache
skills/python-packaging/resources/implementation-playbook.md
- Network accessline 212
[project.urls] Homepage = "https://github.com/username/my-awesome-package" - Network accessline 213
Homepage = "https://github.com/username/my-awesome-package" - Network accessline 214
Documentation = "https://my-awesome-package.readthedocs.io" - Network accessline 215
Repository = "https://github.com/username/my-awesome-package" - Network accessline 216
"Bug Tracker" = "https://github.com/username/my-awesome-package/issues" - Network accessline 217
Changelog = "https://github.com/username/my-awesome-package/blob/main/CHANGELOG.md" - Network accessline 435
# Install from TestPyPI to test pip install --index-url https://test.pypi.org/simple/ my-package - Network accessline 436
pip install --index-url https://test.pypi.org/simple/ my-package - Dangerous shell operationline 683
rm -rf test-env - Network accessline 693
[](https://pypi.org/project/my-package/) - Network accessline 694
[](https://pypi.org/project/my-package/) - Network accessline 695
[](https://github.com/username/my-package/actions) - Network accessline 721
Full documentation: https://my-package.readthedocs.io - Network accessline 726
git clone https://github.com/username/my-package.git - Network accessline 769
# Install from private index pip install my-package --index-url https://private.pypi.org/simple/ - Network accessline 770
pip install my-package --index-url https://private.pypi.org/simple/ - Network accessline 772
# Or add to pip.conf [global] index-url = https://private.pypi.org/simple/ - Network accessline 773
[global] index-url = https://private.pypi.org/simple/ extra-index-url = https://pypi.org/simple/ - Network accessline 774
index-url = https://private.pypi.org/simple/ - Network accessline 775
extra-index-url = https://pypi.org/simple/ - Network accessline 777
# Upload to private index twine upload --repository-url https://private.pypi.org/ dist/* - Network accessline 778
twine upload --repository-url https://private.pypi.org/ dist/* - Network accessline 851
- **Python Packaging Guide**: https://packaging.python.org/ - Network accessline 852
- **PyPI**: https://pypi.org/ - Network accessline 853
- **TestPyPI**: https://test.pypi.org/ - Network accessline 854
- **setuptools documentation**: https://setuptools.pypa.io/ - Network accessline 855
- **build**: https://pypa-build.readthedocs.io/ - Network accessline 856
- **twine**: https://twine.readthedocs.io/
skills/python-performance-optimization/resources/implementation-playbook.md
- Network accessline 563
urls = [ "https://httpbin.org/delay/1", - Network accessline 564
"https://httpbin.org/delay/1", - Network accessline 565
"https://httpbin.org/delay/1", - Network accessline 566
"https://httpbin.org/delay/1", - Network accessline 567
"https://httpbin.org/delay/1", - Network accessline 573
results = [] for url in urls: response = requests.get(url) - Network accessline 574
for url in urls: response = requests.get(url) results.append(response.status_code) - Network accessline 575
response = requests.get(url) - Network accessline 586
"""Asynchronous HTTP requests.""" start = time.time() async with aiohttp.ClientSession() as session: - Network accessline 587
start = time.time() async with aiohttp.ClientSession() as session: tasks = [async_fetch(session, url) for url in urls] - Network accessline 588
async with aiohttp.ClientSession() as session:
skills/python-testing-patterns/resources/implementation-playbook.md
- Access to secretsline 181
[Credential-related source omitted] - Network accessline 265
def get_user(self, user_id: int) -> dict: """Fetch user from API.""" response = requests.get(f"{self.base_url}/users/{user_id}") - Network accessline 266
"""Fetch user from API.""" response = requests.get(f"{self.base_url}/users/{user_id}") response.raise_for_status() - Network accessline 267
response = requests.get(f"{self.base_url}/users/{user_id}") - Network accessline 271
def create_user(self, data: dict) -> dict: """Create new user.""" response = requests.post(f"{self.base_url}/users", json=data) - Network accessline 272
"""Create new user.""" response = requests.post(f"{self.base_url}/users", json=data) response.raise_for_status() - Network accessline 273
response = requests.post(f"{self.base_url}/users", json=data) - Network accessline 278
def test_get_user_success(): """Test successful API call with mock.""" client = APIClient("https://api.example.com") - Network accessline 280
client = APIClient("https://api.example.com") - Network accessline 289
assert user["id"] == 1 assert user["name"] == "John Doe" mock_get.assert_called_once_with("https://api.example.com/users/1") - Network accessline 291
mock_get.assert_called_once_with("https://api.example.com/users/1") - Network accessline 294
def test_get_user_not_found(): """Test API call with 404 error.""" client = APIClient("https://api.example.com") - Network accessline 296
client = APIClient("https://api.example.com") - Network accessline 298
mock_response = Mock() mock_response.raise_for_status.side_effect = requests.HTTPError("404 Not Found") - Network accessline 299
mock_response.raise_for_status.side_effect = requests.HTTPError("404 Not Found") - Network accessline 307
def test_create_user(mock_post): """Test user creation with decorator syntax.""" client = APIClient("https://api.example.com") - Network accessline 309
client = APIClient("https://api.example.com") - Network accessline 380
async def test_fetch_data(): """Test async function.""" result = await fetch_data("https://api.example.com") - Network accessline 381
"""Test async function.""" result = await fetch_data("https://api.example.com") assert result["url"] == "https://api.example.com" - Network accessline 382
result = await fetch_data("https://api.example.com") - Network accessline 383
assert result["url"] == "https://api.example.com" - Access to secretsline 421
[Credential-related source omitted] - Access to secretsline 447
[Credential-related source omitted] - Access to secretsline 449
[Credential-related source omitted] - Access to secretsline 450
[Credential-related source omitted] - Access to secretsline 456
[Credential-related source omitted] - Access to secretsline 457
[Credential-related source omitted] - Network accessline 888
- **pytest documentation**: https://docs.pytest.org/ - Network accessline 889
- **unittest.mock**: https://docs.python.org/3/library/unittest.mock.html
skills/rag-implementation/SKILL.md
skills/react-modernization/resources/implementation-playbook.md
- Network accessline 104
fetchData = async () => { const data = await fetch(`/api/${this.props.id}`); - Network accessline 105
const data = await fetch(`/api/${this.props.id}`); - Network accessline 127
const fetchData = async () => { try { const response = await fetch(`/api/${id}`); - Network accessline 128
try { const response = await fetch(`/api/${id}`); const result = await response.json(); - Network accessline 129
const response = await fetch(`/api/${id}`);
skills/react-native-architecture/resources/implementation-playbook.md
- Network accessline 667
- [Expo Documentation](https://docs.expo.dev/) - Network accessline 668
- [Expo Router](https://docs.expo.dev/router/introduction/) - Network accessline 669
- [React Native Performance](https://reactnative.dev/docs/performance) - Network accessline 670
- [FlashList](https://shopify.github.io/flash-list/)
skills/react-state-management/SKILL.md
- Network accessline 151
async (userId: string, { rejectWithValue }) => { try { const response = await fetch(`/api/users/${userId}`) - Network accessline 152
try { const response = await fetch(`/api/users/${userId}`) if (!response.ok) throw new Error('Failed to fetch user') - Network accessline 153
const response = await fetch(`/api/users/${userId}`) - Network accessline 263
const user = get(userAtom) if (!user) return null const response = await fetch(`/api/users/${user.id}/profile`) - Network accessline 264
if (!user) return null const response = await fetch(`/api/users/${user.id}/profile`) return response.json() - Network accessline 265
const response = await fetch(`/api/users/${user.id}/profile`) - Network accessline 437
- [Redux Toolkit Documentation](https://redux-toolkit.js.org/) - Network accessline 438
- [Zustand GitHub](https://github.com/pmndrs/zustand) - Network accessline 439
- [Jotai Documentation](https://jotai.org/) - Network accessline 440
- [TanStack Query](https://tanstack.com/query)
skills/risk-metrics-calculation/resources/implementation-playbook.md
- Network accessline 552
- [Risk Management and Financial Institutions (John Hull)](https://www.amazon.com/Risk-Management-Financial-Institutions-5th/dp/1119448115) - Network accessline 553
- [Quantitative Risk Management (McNeil, Frey, Embrechts)](https://www.amazon.com/Quantitative-Risk-Management-Techniques-Princeton/dp/0691166277) - Network accessline 554
- [pyfolio Documentation](https://quantopian.github.io/pyfolio/)
skills/rust-async-patterns/resources/implementation-playbook.md
- Network accessline 60
// Async operations let result = fetch_data("https://api.example.com").await?; - Network accessline 61
let result = fetch_data("https://api.example.com").await?; - Network accessline 514
- [Tokio Tutorial](https://tokio.rs/tokio/tutorial) - Network accessline 515
- [Async Book](https://rust-lang.github.io/async-book/) - Network accessline 516
- [Tokio Console](https://github.com/tokio-rs/console)
skills/saga-orchestration/SKILL.md
skills/sast-configuration/SKILL.md
skills/screen-reader-testing/resources/implementation-playbook.md
- Network accessline 541
- [VoiceOver User Guide](https://support.apple.com/guide/voiceover/welcome/mac) - Network accessline 542
- [NVDA User Guide](https://www.nvaccess.org/files/nvda/documentation/userGuide.html) - Network accessline 543
- [JAWS Documentation](https://support.freedomscientific.com/Products/Blindness/JAWS) - Network accessline 544
- [WebAIM Screen Reader Survey](https://webaim.org/projects/screenreadersurvey/)
skills/secrets-management/SKILL.md
- Network accessline 74
# Set environment export VAULT_ADDR='http://127.0.0.1:8200' - Network accessline 75
export VAULT_ADDR='http://127.0.0.1:8200' - Access to secretsline 76
[Credential-related source omitted] - Network accessline 99
uses: hashicorp/vault-action@v2 with: url: https://vault.example.com:8200 - Network accessline 100
[Credential-related source omitted] - Network accessline 101
url: https://vault.example.com:8200 - Access to secretsline 106
[Credential-related source omitted] - Access to secretsline 111
[Credential-related source omitted] - Network accessline 118
image: vault:latest before_script: - export VAULT_ADDR=https://vault.example.com:8200 - Network accessline 119
[Credential-related source omitted] - Network accessline 120
[Credential-related source omitted] - Network accessline 121
[Credential-related source omitted] - Access to secretsline 121
[Credential-related source omitted] - Network accessline 122
- apk add curl jq - Access to secretsline 126
[Credential-related source omitted] - Access to secretsline 128
[Credential-related source omitted] - Access to secretsline 190
[Credential-related source omitted] - Access to secretsline 203
[Credential-related source omitted] - Access to secretsline 214
[Credential-related source omitted] - Network accessline 288
provider: vault: server: "https://vault.example.com:8200" - Network accessline 289
vault: server: "https://vault.example.com:8200" path: "secret" - Network accessline 290
server: "https://vault.example.com:8200"
skills/security-compliance-compliance-check/resources/implementation-playbook.md
skills/security-requirement-extraction/resources/implementation-playbook.md
- Network accessline 674
- [OWASP ASVS](https://owasp.org/www-project-application-security-verification-standard/) - Network accessline 675
- [NIST SP 800-53](https://csrc.nist.gov/publications/detail/sp/800-53/rev-5/final) - Network accessline 676
- [Security User Stories](https://www.oreilly.com/library/view/agile-application-security/9781491938836/)
skills/security-scanning-security-dependencies/resources/implementation-playbook.md
- Network accessline 469
return { "version": "2.1.0", "$schema": "https://raw.githubusercontent.com/oasis-tcs/sarif-spec/master/Schemata/sarif-schema-2.1.0.json", - Network accessline 470
"version": "2.1.0", "$schema": "https://raw.githubusercontent.com/oasis-tcs/sarif-spec/master/Schemata/sarif-schema-2.1.0.json", "runs": [{ - Network accessline 471
"$schema": "https://raw.githubusercontent.com/oasis-tcs/sarif-spec/master/Schemata/sarif-schema-2.1.0.json",
skills/security-scanning-security-sast/SKILL.md
- Access to secretsline 199
[Credential-related source omitted] - Access to secretsline 264
[Credential-related source omitted] - Network accessline 287
[Credential-related source omitted] - Access to secretsline 287
[Credential-related source omitted] - Network accessline 289
CORS(app, origins=['https://example.com']) - Network accessline 301
app.use(helmet()); app.use(cors({ origin: 'https://example.com' })); - Network accessline 302
app.use(cors({ origin: 'https://example.com' }));
skills/service-mesh-observability/SKILL.md
- Network accessline 268
external_services: prometheus: url: http://prometheus.istio-system:9090 - Network accessline 269
prometheus: url: http://prometheus.istio-system:9090 tracing: - Network accessline 270
url: http://prometheus.istio-system:9090 - Network accessline 271
tracing: url: http://jaeger-query.istio-system:16686 grafana: - Network accessline 272
url: http://jaeger-query.istio-system:16686 - Network accessline 274
url: http://grafana.istio-system:3000 - Network accessline 391
- [Istio Observability](https://istio.io/latest/docs/tasks/observability/) - Network accessline 392
- [Linkerd Observability](https://linkerd.io/2.14/features/dashboard/) - Network accessline 393
- [OpenTelemetry](https://opentelemetry.io/) - Network accessline 394
- [Kiali](https://kiali.io/)
skills/shellcheck-configuration/SKILL.md
- Network accessline 51
# From source git clone https://github.com/koalaman/shellcheck.git - Network accessline 52
git clone https://github.com/koalaman/shellcheck.git - Dangerous shell operationline 260
sudo apt-get install shellcheck - Network accessline 463
- **ShellCheck GitHub**: https://github.com/koalaman/shellcheck - Network accessline 464
- **ShellCheck Wiki**: https://www.shellcheck.net/wiki/ - Network accessline 465
- **Error Code Reference**: https://www.shellcheck.net/
skills/similarity-search-patterns/resources/implementation-playbook.md
- Access to secretsline 56
[Credential-related source omitted] - Access to secretsline 61
[Credential-related source omitted] - Network accessline 375
async with self.pool.acquire() as conn: rows = await conn.fetch(query, *params) - Network accessline 376
rows = await conn.fetch(query, *params) - Network accessline 395
"""Hybrid search combining vector and full-text.""" async with self.pool.acquire() as conn: rows = await conn.fetch( - Network accessline 396
async with self.pool.acquire() as conn: rows = await conn.fetch( """ - Network accessline 397
rows = await conn.fetch( - Network accessline 439
def __init__( self, url: str = "http://localhost:8080", - Network accessline 440
self, url: str = "http://localhost:8080", class_name: str = "Document" - Network accessline 441
url: str = "http://localhost:8080", - Network accessline 554
- [Pinecone Docs](https://docs.pinecone.io/) - Network accessline 555
- [Qdrant Docs](https://qdrant.tech/documentation/) - Network accessline 556
- [pgvector](https://github.com/pgvector/pgvector) - Network accessline 557
- [Weaviate Docs](https://weaviate.io/developers/weaviate)
skills/spark-optimization/SKILL.md
- Network accessline 424
- [Spark Performance Tuning](https://spark.apache.org/docs/latest/sql-performance-tuning.html) - Network accessline 425
- [Spark Configuration](https://spark.apache.org/docs/latest/configuration.html) - Network accessline 426
- [Databricks Optimization Guide](https://docs.databricks.com/en/optimizations/index.html)
skills/startup-business-analyst-business-case/SKILL.md
- Broad permissionsline 1
Read Write Edit Glob Grep Bash WebSearch WebFetch
skills/startup-business-analyst-financial-projections/SKILL.md
- Broad permissionsline 1
Read Write Edit Glob Grep Bash WebSearch WebFetch
skills/startup-business-analyst-market-opportunity/SKILL.md
- Broad permissionsline 1
Read Write Edit Glob Grep Bash WebSearch WebFetch
skills/stride-analysis-patterns/resources/implementation-playbook.md
- Network accessline 653
- [Microsoft STRIDE Documentation](https://docs.microsoft.com/en-us/azure/security/develop/threat-modeling-tool-threats) - Network accessline 654
- [OWASP Threat Modeling](https://owasp.org/www-community/Threat_Modeling) - Network accessline 655
- [Threat Modeling: Designing for Security](https://www.wiley.com/en-us/Threat+Modeling%3A+Designing+for+Security-p-9781118809990)
skills/stripe-integration/SKILL.md
- Access to secretsline 78
[Credential-related source omitted] - Network accessline 95
}], mode='subscription', success_url='https://yourdomain.com/success?session_id={CHECKOUT_SESSION_ID}', - Network accessline 96
mode='subscription', success_url='https://yourdomain.com/success?session_id={CHECKOUT_SESSION_ID}', cancel_url='https://yourdomain.com/cancel', - Network accessline 97
success_url='https://yourdomain.com/success?session_id={CHECKOUT_SESSION_ID}', - Network accessline 98
cancel_url='https://yourdomain.com/cancel', - Network accessline 117
'product_data': { 'name': 'Purchase', 'images': ['https://example.com/product.jpg'], - Network accessline 118
'name': 'Purchase', 'images': ['https://example.com/product.jpg'], }, - Network accessline 119
'images': ['https://example.com/product.jpg'], - Network accessline 124
}], mode='payment', success_url='https://yourdomain.com/success?session_id={CHECKOUT_SESSION_ID}', - Network accessline 125
mode='payment', success_url='https://yourdomain.com/success?session_id={CHECKOUT_SESSION_ID}', cancel_url='https://yourdomain.com/cancel', - Network accessline 126
success_url='https://yourdomain.com/success?session_id={CHECKOUT_SESSION_ID}', - Network accessline 127
cancel_url='https://yourdomain.com/cancel', - Access to secretsline 155
[Credential-related source omitted] - Access to secretsline 199
[Credential-related source omitted] - Network accessline 210
session = stripe.billing_portal.Session.create( customer=customer_id, return_url='https://yourdomain.com/account', - Network accessline 211
customer=customer_id, return_url='https://yourdomain.com/account', ) - Network accessline 212
return_url='https://yourdomain.com/account', - Access to secretsline 391
[Credential-related source omitted]
skills/systems-programming-rust-project/SKILL.md
skills/tailwind-design-system/resources/implementation-playbook.md
skills/team-collaboration-issue/resources/implementation-playbook.md
skills/temporal-python-testing/resources/local-setup.md
- Network accessline 46
environment: - TEMPORAL_ADDRESS=temporal:7233 - TEMPORAL_CORS_ORIGINS=http://localhost:3000 - Network accessline 47
- TEMPORAL_ADDRESS=temporal:7233 - TEMPORAL_CORS_ORIGINS=http://localhost:3000 ports: - Network accessline 48
- TEMPORAL_CORS_ORIGINS=http://localhost:3000 - Network accessline 68
# Access Temporal Web UI open http://localhost:8080 - Network accessline 69
open http://localhost:8080 - Dangerous shell operationline 417
rm -rf .pytest_cache htmlcov .coverage - Network accessline 502
# Access Web UI at http://localhost:8080
skills/temporal-python-testing/resources/replay-testing.md
- Network accessline 126
@workflow.run async def run(self) -> dict: response = requests.get("https://api.example.com/data") # External call! - Network accessline 127
async def run(self) -> dict: response = requests.get("https://api.example.com/data") # External call! return response.json() - Network accessline 128
response = requests.get("https://api.example.com/data") # External call!
skills/threat-mitigation-mapping/resources/implementation-playbook.md
skills/turborepo-caching/SKILL.md
- Network accessline 65
{ "$schema": "https://turbo.build/schema.json", - Network accessline 66
"$schema": "https://turbo.build/schema.json", - Access to secretsline 68
[Credential-related source omitted] - Network accessline 119
// apps/web/turbo.json { "$schema": "https://turbo.build/schema.json", - Network accessline 120
{ "$schema": "https://turbo.build/schema.json", "extends": ["//"], - Network accessline 121
"$schema": "https://turbo.build/schema.json", - Network accessline 264
[Credential-related source omitted] - Network accessline 265
[Credential-related source omitted] - Network accessline 299
{ "$schema": "https://turbo.build/schema.json", - Network accessline 300
"$schema": "https://turbo.build/schema.json", - Dangerous shell operationline 362
"clean": "turbo clean && rm -rf node_modules", - Network accessline 416
- [Turborepo Documentation](https://turbo.build/repo/docs) - Network accessline 417
- [Caching Guide](https://turbo.build/repo/docs/core-concepts/caching) - Network accessline 418
- [Remote Caching](https://turbo.build/repo/docs/core-concepts/remote-caching)
skills/typescript-advanced-types/resources/implementation-playbook.md
skills/unity-ecs-patterns/resources/implementation-playbook.md
- Network accessline 623
- [Unity DOTS Documentation](https://docs.unity3d.com/Packages/com.unity.entities@latest) - Network accessline 624
- [Unity DOTS Samples](https://github.com/Unity-Technologies/EntityComponentSystemSamples) - Network accessline 625
- [Burst User Guide](https://docs.unity3d.com/Packages/com.unity.burst@latest)
skills/uv-package-manager/resources/implementation-playbook.md
- Network accessline 53
# macOS/Linux curl -LsSf https://astral.sh/uv/install.sh | sh - Dangerous shell operationline 54
curl -LsSf https://astral.sh/uv/install.sh | sh - Network accessline 54
curl -LsSf https://astral.sh/uv/install.sh | sh - Network accessline 56
# Windows (PowerShell) powershell -c "irm https://astral.sh/uv/install.ps1 | iex" - Network accessline 57
powershell -c "irm https://astral.sh/uv/install.ps1 | iex" - Network accessline 65
# Using cargo (if you have Rust) cargo install --git https://github.com/astral-sh/uv uv - Network accessline 66
cargo install --git https://github.com/astral-sh/uv uv - Network accessline 186
# Add from git uv add git+https://github.com/user/repo.git - Network accessline 187
uv add git+https://github.com/user/repo.git - Network accessline 189
# Add from git with specific ref uv add git+https://github.com/user/repo.git@v1.0.0 - Network accessline 190
uv add git+https://github.com/user/repo.git@v1.0.0 - Network accessline 319
[tool.uv.sources] # Custom package sources my-package = { git = "https://github.com/user/repo.git" } - Network accessline 321
my-package = { git = "https://github.com/user/repo.git" } - Network accessline 599
# Clone repository git clone https://github.com/user/project.git - Network accessline 600
git clone https://github.com/user/project.git - Network accessline 813
- **Official documentation**: https://docs.astral.sh/uv/ - Network accessline 814
- **GitHub repository**: https://github.com/astral-sh/uv - Network accessline 815
- **Astral blog**: https://astral.sh/blog - Network accessline 816
- **Migration guides**: https://docs.astral.sh/uv/guides/ - Network accessline 817
- **Comparison with other tools**: https://docs.astral.sh/uv/pip/compatibility/
skills/vector-index-tuning/resources/implementation-playbook.md
skills/wcag-audit-patterns/resources/implementation-playbook.md
- Network accessline 438
# CLI tools npx @axe-core/cli https://example.com - Network accessline 439
npx @axe-core/cli https://example.com - Network accessline 440
npx pa11y https://example.com - Network accessline 441
lighthouse https://example.com --only-categories=accessibility - Network accessline 538
- [WCAG 2.2 Guidelines](https://www.w3.org/TR/WCAG22/) - Network accessline 539
- [WebAIM](https://webaim.org/) - Network accessline 540
- [A11y Project Checklist](https://www.a11yproject.com/checklist/) - Network accessline 541
- [axe DevTools](https://www.deque.com/axe/)
skills/web3-testing/SKILL.md
- Access to secretsline 59
[Credential-related source omitted] - Access to secretsline 65
[Credential-related source omitted] - Access to secretsline 68
[Credential-related source omitted] - Network accessline 225
// Mainnet fork test function testForkMainnet() public { vm.createSelectFork("https://eth-mainnet.alchemyapi.io/v2/..."); - Network accessline 227
vm.createSelectFork("https://eth-mainnet.alchemyapi.io/v2/...");
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.
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md plugins/antigravity-skills-manager/skills/antigravity-skills-manager/SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md plugins/antigravity-skills-manager/skills/antigravity-skills-manager/SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md plugins/antigravity-skills-manager/skills/antigravity-skills-manager/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md plugins/antigravity-skills-manager/skills/antigravity-skills-manager/SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md plugins/antigravity-skills-manager/skills/antigravity-skills-manager/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md plugins/antigravity-skills-manager/skills/antigravity-skills-manager/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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