Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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python-anti-patterns
Common Python anti-patterns to avoid. Use as a checklist when reviewing code, before finalizing implementations, or when debugging issues that might stem from known bad practices.
majiayu000/claude-skill-registry 163
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threat-mitigation-mapping
Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness.
majiayu000/claude-skill-registry 163
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researchers-primary-source
Researches the subject's own words from tweets, blogs, forums, and chat logs. Use when research needs direct quotes or first-person accounts.
majiayu000/claude-skill-registry 163
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release-director
Coordinates album release including QA, distribution prep, and platform uploads. Use when mastering and album art are complete and the user is ready to release.
majiayu000/claude-skill-registry 163
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spark-optimization
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.
majiayu000/claude-skill-registry 163
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test
Runs automated tests to validate plugin integrity across 14 categories. Use before creating PRs, after making changes to skills or templates, or to verify plugin health.
majiayu000/claude-skill-registry 163
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ln-643-api-contract-auditor
API contract audit worker (L3). Checks layer leakage in method signatures, missing DTOs, entity leakage to API, inconsistent error contracts, redundant method overloads. Returns findings with penalty-based scoring + diagnostic sub-scores.
majiayu000/claude-skill-registry 163
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tutorial
Provides interactive guided album creation for new users. Use when the user is new to the plugin or asks for a walkthrough of the album creation process.
majiayu000/claude-skill-registry 163
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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.
majiayu000/claude-skill-registry 163
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newsletter-creation-curation
Industry-adaptive B2B newsletter creation with stage, role, and geography-aware workflows
majiayu000/claude-skill-registry 163
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pre-generation-check
Validates all pre-generation gates before sending tracks to Suno. Checks sources verified, lyrics reviewed, pronunciation resolved, explicit flag set, style prompt complete, and artist names cleared.
majiayu000/claude-skill-registry 163
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math-model-selector
Routes problems to appropriate mathematical frameworks using expert heuristics
majiayu000/claude-skill-registry 163
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nestjs
Provides comprehensive NestJS framework patterns with Drizzle ORM integration. Use when building NestJS applications, setting up APIs, implementing authentication, working with databases, or integrating Drizzle ORM. Covers controllers, providers, modules, middleware, guards, interceptors, testing, microservices, GraphQL, and database patterns.
majiayu000/claude-skill-registry 163
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mermaid-renderer
Render Mermaid diagrams to images with theme customization and Markdown integration
majiayu000/claude-skill-registry 163
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cloudflare-r2
majiayu000/claude-skill-registry 163
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nextjs
majiayu000/claude-skill-registry 163
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database-sharding
Database sharding for PostgreSQL/MySQL with hash/range/directory strategies. Use for horizontal scaling, multi-tenant isolation, billions of records, or encountering wrong shard keys, hotspots, cross-shard transactions, rebalancing issues.
majiayu000/claude-skill-registry 163
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beads-task-tracker
Use Beads (bd tool) for dependency-aware task tracking and long-horizon planning in coding projects. This skill should be used when working on complex multi-step projects that span multiple agent sessions, when discovering new work during implementation, or when explicit task dependency management would improve workflow organization and prevent context loss between sessions.
majiayu000/claude-skill-registry 163
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prove
Formal theorem proving with research, testing, and verification phases
majiayu000/claude-skill-registry 163
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sparc-methodology
SPARC development workflow: Specification, Pseudocode, Architecture, Refinement, Completion. A structured approach for complex implementations that ensures thorough planning before coding. Use when: new feature implementation, complex implementations, architectural changes, system redesign, integration work, unclear requirements. Skip when: simple bug fixes, documentation updates, configuration changes, well-defined small tasks, routine maintenance.
majiayu000/claude-skill-registry 163
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senior-qa
This skill should be used when the user asks to "generate tests", "write unit tests", "analyze test coverage", "scaffold E2E tests", "set up Playwright", "configure Jest", "implement testing patterns", or "improve test quality". Use for React/Next.js testing with Jest, React Testing Library, and Playwright.
majiayu000/claude-skill-registry 163
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ln-645-open-source-replacer
L3 Worker. Goal-based open-source replacement auditor: discovers custom modules (>100 LOC), analyzes PURPOSE via code reading, searches OSS alternatives via MCP Research (WebSearch, Context7, Ref), evaluates quality (stars, maintenance, license, CVE, API compatibility), generates migration plan.
majiayu000/claude-skill-registry 163
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ideate-solutions
Use after opportunities are defined to generate and evaluate multiple product solution concepts before validating assumptions. Triggers when you need a set of distinct solution options tied to outcomes and opportunities.
majiayu000/claude-skill-registry 163
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senior-secops
Comprehensive SecOps skill for application security, vulnerability management, compliance, and secure development practices. Includes security scanning, vulnerability assessment, compliance checking, and security automation. Use when implementing security controls, conducting security audits, responding to vulnerabilities, or ensuring compliance requirements.
majiayu000/claude-skill-registry 163