Example Skills
Real-world agent skills you can study, remix, and use in your own projects. Each example includes the full SKILL.md and an explanation of how it works.
Commit Message Generator
Analyzes staged git changes and generates a conventional-commit-style message with scope, type, and body.
GitHubPR Review Assistant
Reviews a pull request diff for bugs, style issues, and potential improvements with inline suggestions.
ReactReact Component Scaffold
Generates a complete React component with TypeScript types, tests, and a Storybook story file.
BackendREST API Endpoint Generator
Creates a complete API endpoint with route handler, validation schema, types, and integration test.
TestingTest File Generator
Reads source code and generates comprehensive tests covering happy paths, edge cases, and error handling.
DatabaseDatabase Migration Creator
Generates a database migration file with up/down methods, type-safe schema changes, and a rollback plan.
SecuritySecurity-Focused Code Review
Performs a deep security audit of source code, checking for OWASP Top 10 vulnerabilities and common exploits.
DocsAPI Documentation Generator
Reads API source code and generates comprehensive documentation with endpoint descriptions, examples, and schemas.
AnalysisCodebase Archaeology
Traces the decision trail behind any function or file using git blame, commit history, and PR references to explain *why* the code exists.
VisualizationLiving Architecture Diagram
Generates an interactive HTML page with a D3.js force-directed dependency graph of your codebase, color-coded by directory.
SecurityChaos Auditor
Identifies fragile code paths — unhandled errors, env vars without defaults, untested functions, and single points of failure — and outputs an HTML resilience report.
AnalysisBus Factor Report
Analyzes git history to calculate which parts of the codebase only one person has ever touched, generating an HTML heatmap of knowledge-concentration risk.
TestingRegression Test Generator
Diffs two git refs, identifies behavior-affecting changes, and generates targeted test cases that cover exactly what changed.
BackendSDK Generator
Point it at API routes or an OpenAPI spec and it generates a fully typed TypeScript client SDK with error handling and auth support.
MetaSelf-Improving Skill Suggester
Analyzes your shell history and existing skills to detect repeated patterns, then generates new skill suggestions as complete SKILL.md files.
DocsCodebase Onboarding Guide
Generates an interactive HTML onboarding walkthrough of the entire repository with navigation sidebar, architecture overview, and syntax-highlighted code snippets.
GitHubPR Impact Analyzer
Analyzes a PR's changes against test coverage, dependency graphs, and API surface to output a comprehensive risk assessment report.
DevOpsEnvironment Replicator
Analyzes your application and generates docker-compose.yml, seed scripts, and .env.example for a complete reproducible local dev environment.
MarketingValue Proposition Generator
Analyzes your codebase to generate value propositions, elevator pitches, landing page hero copy, and before/after comparisons grounded in what the product actually does.
MarketingCopy Review
Reviews marketing copy, README files, docs, or landing pages for clarity, tone, jargon, CTA strength, SEO opportunities, and readability — with specific rewrites.
StrategyCompetitor Analysis
Generates a competitive comparison with feature matrix, positioning gaps, differentiation opportunities, messaging angles, and SWOT analysis.
CommunicationsRelease Notes Writer
Analyzes git history between versions and generates polished, audience-appropriate release notes: customer-facing, technical, and social media snippets.
BusinessPitch Deck Content
Generates structured pitch deck content — problem, solution, market, traction, competitive advantages — by analyzing what the product actually does in code.
ProductUser Story Generator
Generates complete user stories with acceptance criteria, edge cases, and technical notes by analyzing existing code patterns and a feature description.
MarketingEmail Sequence Generator
Generates a 5-email marketing sequence with subject lines, preview text, body copy, and CTAs — grounded in actual product features from the codebase.
OperationsIncident Postmortem
Constructs a structured incident postmortem by analyzing git history, code changes, and error patterns — with timeline, root cause analysis, and action items.