Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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deeptools
NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq visualization.
majiayu000/claude-skill-registry 163
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living-context
This skill should be used when the user asks about "snapshot.md", "constraints.md", "decisions.md", "debt.md", ".ctx/", "living context", "documentation freshness", "stale docs", "ADR", "architecture decision", "technical debt", "system context", "co-located documentation", "context health", "validation", or needs help managing co-located documentation that stays synchronized with code.
majiayu000/claude-skill-registry 163
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attention-direction
Use when controlling where the audience looks—composing shots, choreographing action, revealing information, or any situation requiring clear visual hierarchy and focus management.
majiayu000/claude-skill-registry 163
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crypto-analyzer
Cryptographic implementation analysis and validation for encryption algorithms, key sizes, and certificate management
majiayu000/claude-skill-registry 163
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context-testing-infrastructure
Tiered testing strategy (UI mock, auth stub, full-stack), fixtures, mocks, and test configuration.
Handles test setup, Playwright E2E tests, pytest backend tests, mocking strategies, and CI test configuration.
Use when working with tests, test setup, mocking strategies, or CI test configuration,
or when user mentions test patterns, auth stub, fixture loaders, Playwright tests, test failures,
tiered testing, UI mock, E2E tests, pytest, vitest, or debugging test issues.
majiayu000/claude-skill-registry 163
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detecting-integer-overflow
Detects integer overflow and underflow vulnerabilities in arithmetic operations used for buffer sizing or allocation. Use when analyzing calculations, size computations, or investigating integer wraparound issues.
majiayu000/claude-skill-registry 163
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ml-pipeline-orchestrator
Orchestrates complete machine learning pipelines within SpecWeave increments. Activates when users request "ML pipeline", "train model", "build ML system", "end-to-end ML", "ML workflow", "model training pipeline", or similar. Guides users through data preprocessing, feature engineering, model training, evaluation, and deployment using SpecWeave's spec-driven approach. Integrates with increment lifecycle for reproducible ML development.
majiayu000/claude-skill-registry 163
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self-evolving-agent
Darwin Gödel Machine patterns for self-improving AI agents with open-ended
majiayu000/claude-skill-registry 163
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writing-python
Idiomatic Python 3.14+ development. Use when writing Python code, CLI tools, scripts, or services. Emphasizes stdlib, type hints, uv/ruff toolchain, and minimal dependencies.
majiayu000/claude-skill-registry 163
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creative-copywriter
Эксперт по написанию рекламных текстов. Используй для создания storytelling, офферов, постов и текстов для видео.
majiayu000/claude-skill-registry 163
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axiom-database-migration
Use when adding/modifying database columns, encountering "FOREIGN KEY constraint failed", "no such column", "cannot add NOT NULL column" errors, or creating schema migrations for SQLite/GRDB/SQLiteData - prevents data loss with safe migration patterns and testing workflows for iOS/macOS apps
majiayu000/claude-skill-registry 163
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v0
AI-powered UI generation via v0 MCP. Create chats, generate React components, get design assistance. Use when building UI components, dashboards, or need AI design help.
majiayu000/claude-skill-registry 163
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call-gemini
Invoke the Gemini CLI for architecture and scalability review.
majiayu000/claude-skill-registry 163
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Paperand Development
Guide for developing and maintaining the Paperand React Native manga reader application
majiayu000/claude-skill-registry 163
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content-relationships
Use when designing references between content items, content picker fields, many-to-many relationships, or bidirectional links. Covers relationship types, reference integrity, eager/lazy loading, and relationship APIs for headless CMS.
majiayu000/claude-skill-registry 163
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vibe-build
Build your MVP following the AGENTS.md plan. Use when the user wants to start building, implement features, or says "build my MVP", "start coding", or "implement the project".
majiayu000/claude-skill-registry 163
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astro-architecture
Technical architecture for Astro lead generation websites. Use when setting up new projects, configuring build tools, or establishing project foundations. For images use astro-images skill. For SEO use astro-seo skill.
majiayu000/claude-skill-registry 163
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organizational-design
Help users design effective organizational structures. Use when someone is thinking about team structure, deciding between functional vs. divisional models, planning a reorg, or figuring out how to structure product teams.
majiayu000/claude-skill-registry 163
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musubix-sdd-workflow
Guide for MUSUBIX SDD (Specification-Driven Development) workflow. Use this when asked to develop features using MUSUBIX methodology, create requirements, designs, or implement code following the 9 constitutional articles.
majiayu000/claude-skill-registry 163
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queue-observability
Monitor message queues, job processing, and detect backpressure
majiayu000/claude-skill-registry 163
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hono-routing
Build type-safe APIs with Hono for Cloudflare Workers, Deno, Bun, Node.js. Routing, middleware, validation (Zod/Valibot), RPC, streaming (SSE), WebSocket, security (CSRF, secureHeaders).
Use when: building Hono APIs, streaming SSE, WebSocket, validation, RPC. Troubleshoot: validation hooks, RPC types, middleware chains, JWT verify algorithm required (v4.11.4+), body consumed errors.
majiayu000/claude-skill-registry 163
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acceptance-criteria
检查Acceptance Criteria格式和完整性，验证是否符合Given-When-Then结构、覆盖正常流程/边界条件/异常场景。适合在为User Story编写AC后、准备测试用例前使用，当需要验收AC质量时。帮助不熟悉BDD的PM/BA确保AC明确、可测试、覆盖完整，避免遗漏关键场景。
majiayu000/claude-skill-registry 163
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monte-carlo-prevent
Automatically activates when a dbt model, SQL file, or table is referenced.
Surfaces Monte Carlo context — table health, active alerts, lineage, blast
radius — before any code is written, and uses those findings to shape code
recommendations. Generates and optionally deploys monitors for new transformation
logic. After a change is made, generates targeted SQL validation queries to
verify the change behaved as intended. Do not wait to be asked: run the
appropriate workflow as soon as a relevant file or table is referenced.
majiayu000/claude-skill-registry 163
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clavix-archive
Archive completed projects by moving outputs to archive directory. Use when a project is complete and ready for archival.
majiayu000/claude-skill-registry 163