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Skill
parallel-feature-development
wshobson/agents · plugins/agent-teams/skills/parallel-feature-development
Coordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns for multi-agent implementation. Use this skill when decomposing a large feature into independent work streams, when two or more agents need to implement different layers of the same system simultaneously, when establishing file ownership to prevent merge conflicts in a shared codebase, when designing interface contracts so parallel implementers can build against each other's APIs before they are ready, or when deciding whether to use vertical slices versus horizontal layers for a full-stack feature.
Repository stars: 42,291 · Incomplete scan
Skill
incident-runbook-templates
wshobson/agents · plugins/incident-response/skills/incident-runbook-templates
Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use this skill when building a service outage runbook for a payment processing system; creating database incident procedures covering connection pool exhaustion, replication lag, and disk space alerts; onboarding new on-call engineers who need step-by-step recovery guides written for a 3 AM brain; or standardizing escalation matrices across multiple engineering teams.
Repository stars: 42,291 · Incomplete scan
Skill
dependency-upgrade
wshobson/agents · plugins/framework-migration/skills/dependency-upgrade
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.
Repository stars: 42,291 · Incomplete scan
Skill
gdpr-data-handling
wshobson/agents · plugins/hr-legal-compliance/skills/gdpr-data-handling
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.
Repository stars: 42,291 · Incomplete scan
Skill
trace-to-training-data
wshobson/agents · plugins/llm-finetuning/skills/trace-to-training-data
Convert evaluation traces and production logs into SFT examples and preference pairs. Use when graded traces or failure examples exist and need to become training data, when applying rejection sampling to model outputs, or when building DPO pairs from passing and failing runs.
Repository stars: 42,291 · Incomplete scan
Skill
tailwind-design-system
wshobson/agents · plugins/frontend-mobile-development/skills/tailwind-design-system
Build scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI patterns.
Repository stars: 42,291 · Incomplete scan
Skill
employment-contract-templates
wshobson/agents · plugins/hr-legal-compliance/skills/employment-contract-templates
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.
Repository stars: 42,291 · Incomplete scan
Skill
cost-optimization
wshobson/agents · plugins/cloud-infrastructure/skills/cost-optimization
Optimize cloud costs across AWS, Azure, GCP, and OCI through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing cost governance policies.
Repository stars: 42,291 · Incomplete scan
Skill
superself
wshobson/agents · plugins/superself/skills/superself
Use when a project keeps its state in Superself (a `<!-- superself:begin` block in AGENTS.md or CLAUDE.md, or `self setup` resolves the directory to a registered project): read `self context` at session start, attach work to a work unit, report with evidence, and record confirmed decisions so the next session picks up where this one left off.
Repository stars: 42,291 · Incomplete scan
Skill
go-concurrency-patterns
wshobson/agents · plugins/systems-programming/skills/go-concurrency-patterns
Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions.
Repository stars: 42,291 · Incomplete scan
Skill
grounded-vault
wshobson/agents · plugins/documentation-standards/skills/grounded-vault
Use when maintaining a durable Markdown knowledge store that agents compile from sources, when every number or quote in a wiki page must trace back to an immutable source, or when compiled pages need cheap drift detection against the code they describe. Teaches the raw/wiki/archive layout, per-claim provenance links, and git fingerprints for zero-token staleness checks.
Repository stars: 42,291 · Incomplete scan
Skill
scan
wshobson/agents · plugins/ship-mate/skills/scan
Scans the codebase to generate project-doc.md and AGENTS.md. Use when bootstrapping a new agent-driven repo, refreshing project documentation after architectural changes, or running a delta scan to detect drift. Runs a full scan on first use and a smart delta scan on subsequent runs. Uses understand-anything + context-mode when available, falls back to native tools otherwise. Only updates AGENTS.md on detected architectural changes with human confirmation.
Repository stars: 42,291 · Incomplete scan
Skill
python-testing-patterns
wshobson/agents · plugins/python-development/skills/python-testing-patterns
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.
Repository stars: 42,291 · Incomplete scan
Skill
slo-implementation
wshobson/agents · plugins/observability-monitoring/skills/slo-implementation
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.
Repository stars: 42,291 · Incomplete scan
Skill
spark-environment-setup
wshobson/agents · plugins/dgx-spark-ops/skills/spark-environment-setup
Set up a working ML training/inference environment on NVIDIA DGX Spark (GB10, aarch64, CUDA 13). Use when installing PyTorch/Unsloth/TRL/vLLM on DGX Spark, hitting libcudart or wheel-ABI errors on aarch64, or choosing between NGC containers and bare pip installs.
Repository stars: 42,291 · Incomplete scan
Skill
python-background-jobs
wshobson/agents · plugins/python-development/skills/python-background-jobs
Python background job patterns including task queues, workers, and event-driven architecture. Use when implementing async task processing, job queues, long-running operations, or decoupling work from request/response cycles.
Repository stars: 42,291 · Incomplete scan
Skill
stripe-integration
wshobson/agents · plugins/payment-processing/skills/stripe-integration
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.
Repository stars: 42,291 · Incomplete scan
Skill
service-mesh-observability
wshobson/agents · plugins/cloud-infrastructure/skills/service-mesh-observability
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.
Repository stars: 42,291 · Incomplete scan
Skill
kpi-dashboard-design
wshobson/agents · plugins/business-analytics/skills/kpi-dashboard-design
Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC ratios; designing an operations center with live service health and request throughput; creating a cohort retention analysis view for a product team; or debugging a dashboard where metrics contradict each other due to inconsistent calculation methodology.
Repository stars: 42,291 · Incomplete scan
Skill
visual-design-foundations
wshobson/agents · plugins/ui-design/skills/visual-design-foundations
Apply typography, color theory, spacing systems, and iconography principles to create cohesive visual designs. Use when establishing design tokens, building style guides, or improving visual hierarchy and consistency.
Repository stars: 42,291 · Incomplete scan
Skill
data-storytelling
wshobson/agents · plugins/business-analytics/skills/data-storytelling
Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.
Repository stars: 42,291 · Incomplete scan
Skill
team-communication-protocols
wshobson/agents · plugins/agent-teams/skills/team-communication-protocols
Structured messaging protocols for agent team communication including message type selection, plan approval, shutdown procedures, and anti-patterns to avoid. Use this skill when establishing communication norms for a newly spawned team, when deciding whether to send a direct message or a broadcast, when a team-lead needs to review and approve an implementer's plan before work begins, when orchestrating a graceful team shutdown after all tasks are complete, or when debugging why teammates are not coordinating correctly at integration points.
Repository stars: 42,291 · Incomplete scan
Skill
uv-package-manager
wshobson/agents · plugins/python-development/skills/uv-package-manager
Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv.
Repository stars: 42,291 · Incomplete scan
Skill
track-management
wshobson/agents · plugins/conductor/skills/track-management
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.
Repository stars: 42,291 · Incomplete scan
Skill
microservices-patterns
wshobson/agents · plugins/backend-development/skills/microservices-patterns
Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.
Repository stars: 42,291 · Incomplete scan
Skill
multi-reviewer-patterns
wshobson/agents · plugins/agent-teams/skills/multi-reviewer-patterns
Coordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting. Use this skill when organizing multi-reviewer code reviews, calibrating finding severity, or consolidating review results.
Repository stars: 42,291 · Incomplete scan
Skill
attack-tree-construction
wshobson/agents · plugins/security-scanning/skills/attack-tree-construction
Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.
Repository stars: 42,291 · Incomplete scan
Skill
risk-metrics-calculation
wshobson/agents · plugins/quantitative-trading/skills/risk-metrics-calculation
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.
Repository stars: 42,291 · Incomplete scan
Skill
ai-debt-detector
wshobson/agents · plugins/skill-forge-essentials/skills/ai-debt-detector
Use after generating code, after accepting AI suggestions, or when reviewing AI-written modules. Also use when code works but feels brittle, when error handling seems thin, when orphaned resources or missing cleanup are suspected, or when the agent claims done but hidden debt may exist. Catches the specific failure patterns AI agents produce that humans would not.
Repository stars: 42,291 · Incomplete scan
Skill
helm-chart-scaffolding
wshobson/agents · plugins/kubernetes-operations/skills/helm-chart-scaffolding
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.
Repository stars: 42,291 · Incomplete scan
Skill
connectivity-triage
wshobson/agents · plugins/incident-response/skills/connectivity-triage
Use this skill when debugging active macOS connectivity failures, when an API or MCP service times out or disconnects, when DNS resolution is failing or inconsistent, or when video calls or other interactive traffic show packet loss or latency. Isolate local-LAN, DNS, upstream-path, and remote-service/application fault domains with built-in, non-destructive tools.
Repository stars: 42,291 · Incomplete scan
Skill
pptx-slide-specification
wshobson/agents · plugins/pptx-deck-creation/skills/pptx-slide-specification
Use when authoring or repairing a coordinate-explicit JSON specification for an editable PPTX deck.
Repository stars: 42,291 · Incomplete scan
Skill
sql-optimization-patterns
wshobson/agents · plugins/developer-essentials/skills/sql-optimization-patterns
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.
Repository stars: 42,291 · Incomplete scan
Skill
hybrid-cloud-networking
wshobson/agents · plugins/cloud-infrastructure/skills/hybrid-cloud-networking
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.
Repository stars: 42,291 · Incomplete scan
Skill
billing-automation
wshobson/agents · plugins/payment-processing/skills/billing-automation
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.
Repository stars: 42,291 · Incomplete scan
Skill
bash-defensive-patterns
wshobson/agents · plugins/shell-scripting/skills/bash-defensive-patterns
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.
Repository stars: 42,291 · Incomplete scan
Skill
evaluation-methodology
wshobson/agents · plugins/plugin-eval/skills/evaluation-methodology
PluginEval quality methodology, covering dimensions, rubrics, and scoring formulas. Use this skill when understanding how plugin quality is measured, when interpreting a low score on a specific dimension, when deciding how to improve a skill's triggering accuracy or orchestration fitness, when setting score thresholds for your marketplace, or when explaining quality badges to external partners like Neon.
Repository stars: 42,291 · Incomplete scan
Skill
deployment-pipeline-design
wshobson/agents · plugins/cicd-automation/skills/deployment-pipeline-design
Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use this skill when designing zero-downtime deployment pipelines, implementing canary rollout strategies, setting up multi-environment promotion workflows, or debugging failed deployment gates in CI/CD.
Repository stars: 42,291 · Incomplete scan
Skill
prometheus-configuration
wshobson/agents · plugins/observability-monitoring/skills/prometheus-configuration
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.
Repository stars: 42,291 · Incomplete scan
Skill
python-resource-management
wshobson/agents · plugins/python-development/skills/python-resource-management
Python resource management with context managers, cleanup patterns, and streaming. Use when managing connections, file handles, implementing cleanup logic, or building streaming responses with accumulated state.
Repository stars: 42,291 · Incomplete scan
Skill
postmortem-writing
wshobson/agents · plugins/incident-response/skills/postmortem-writing
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.
Repository stars: 42,291 · Incomplete scan
Skill
sast-configuration
wshobson/agents · plugins/security-scanning/skills/sast-configuration
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.
Repository stars: 42,291 · Incomplete scan
Skill
linkerd-patterns
wshobson/agents · plugins/cloud-infrastructure/skills/linkerd-patterns
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.
Repository stars: 42,291 · Incomplete scan
Skill
data-quality-frameworks
wshobson/agents · plugins/data-engineering/skills/data-quality-frameworks
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.
Repository stars: 42,291 · Incomplete scan
Skill
eval-harness-first
wshobson/agents · plugins/llm-finetuning/skills/eval-harness-first
Build the evaluation harness that gates every fine-tuning run — golden sets, per-failure-mode graders, judge calibration, and base-model baselines. Use when starting a fine-tuning effort, when converting traces into an eval set, or when calibrating a judge against human labels.
Repository stars: 42,291 · Incomplete scan
Skill
workflow-patterns
wshobson/agents · plugins/conductor/skills/workflow-patterns
Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding the verification protocol.
Repository stars: 42,291 · Incomplete scan
Skill
auth-implementation-patterns
wshobson/agents · plugins/developer-essentials/skills/auth-implementation-patterns
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.
Repository stars: 42,291 · Incomplete scan
Skill
hermes-tweet
wshobson/agents · plugins/hermes-tweet/skills/hermes-tweet
Install and operate Hermes Tweet, a Hermes Agent plugin for X/Twitter research, timeline reading, tweet analysis, and approval-gated private or state-changing operations. Use this skill when installing Hermes Tweet, researching X/Twitter accounts, monitoring launch signals, investigating mentions, auditing giveaways, or preparing gated X operations. Use proactively when a Hermes Agent workflow needs current X/Twitter context. Requires XQUIK_API_KEY for read and action tools.
Repository stars: 42,291 · Incomplete scan
Skill
event-store-design
wshobson/agents · plugins/backend-development/skills/event-store-design
Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns.
Repository stars: 42,291 · Incomplete scan
Skill
block-no-verify-hook
wshobson/agents · plugins/block-no-verify/skills/block-no-verify-hook
Configure a PreToolUse hook to prevent AI agents from skipping git pre-commit hooks with --no-verify and other bypass flags. Use when setting up Claude Code projects that enforce commit quality gates.
Repository stars: 42,291 · Incomplete scan
Automated signals, not a guarantee. How the checks work.
