Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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compound-docs
Searchable Elixir/Phoenix/Ecto solution documentation system with YAML frontmatter. Builds institutional knowledge from solved problems. Use when consulting past solutions before investigating new issues.
majiayu000/claude-skill-registry 163
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python-testing
Python testing strategies using pytest, TDD methodology, fixtures, mocking, parametrization, and coverage requirements.
majiayu000/claude-skill-registry 163
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GWAS Database
Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis. Use this skill when conducting multi-step biomedical research including CRISPR screening design, single-cell RNA-seq analysis, ADMET prediction, GWAS interpretation, rare disease diagnosis, or lab protocol optimization. Leverages LLM reasoning with code execution and integrated biomedical databases.
majiayu000/claude-skill-registry 163
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effective-java
Generate and review Java code using patterns and best practices from Joshua Bloch's "Effective Java" (3rd Edition). Use this skill whenever the user asks about Java best practices, API design, object creation patterns, generics, enums, lambdas, streams, concurrency, serialization, method design, exception handling, or writing clean, maintainable Java code. Trigger on phrases like "Effective Java", "Java best practices", "builder pattern", "static factory", "defensive copy", "immutable class", "enum type", "generics", "bounded wildcard", "PECS", "stream pipeline", "optional", "thread safety", "serialization proxy", "checked exception", "try-with-resources", "composition over inheritance", "method reference", "functional interface", or "Java API design."
majiayu000/claude-skill-registry 163
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skill-scanner
Scan agent skills for security issues before adoption. Detects prompt injection, malicious code, excessive permissions, secret exposure, and supply chain risks.
majiayu000/claude-skill-registry 163
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proof-writer
Writes rigorous mathematical proofs for ML/AI theory. Use when asked to prove a theorem, lemma, proposition, or corollary, fill in missing proof steps, formalize a proof sketch, 补全证明, 写证明, 证明某个命题, or determine whether a claimed proof can actually be completed under the stated assumptions.
majiayu000/claude-skill-registry 163
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copy-editor
Use when performing line-level editing for prose quality, concision, and readability.
majiayu000/claude-skill-registry 163
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gamification-marketing
Design gamified marketing campaigns using points, badges, leaderboards, streaks, challenges. Use for loyalty programs, referral campaigns, onboarding flows, engagement boosts, email gamification. Provides mechanics selection, psychology alignment, strategy docs, templates, KPIs.
majiayu000/claude-skill-registry 163
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openai-image-gen
Batch-generate images via OpenAI Images API. Random prompt sampler + `index.html` gallery.
majiayu000/claude-skill-registry 163
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mastering-python-skill
Modern Python coaching covering language foundations through advanced production patterns. Use when asked to "write Python code", "explain Python concepts", "set up a Python project", "configure Poetry or PDM", "write pytest tests", "create a FastAPI endpoint", "run uvicorn server", "configure alembic migrations", "set up logging", "process data with pandas", or "debug Python errors". Triggers on "Python best practices", "type hints", "async Python", "packaging", "virtual environments", "Pydantic validation", "dependency injection", "SQLAlchemy models".
majiayu000/claude-skill-registry 163
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fix-review
When the user asks to fix, address, or work on PR review comments — fetch review comments from a GitHub pull request and apply fixes to the local codebase. Requires gh CLI.
majiayu000/claude-skill-registry 163
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deep-research
Conduct comprehensive deep research on any topic using Dify-powered workflow - searches documentation, academic papers, tutorials, APIs, best practices, and returns structured analysis with insights.
majiayu000/claude-skill-registry 163
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tensorboard
Visualize training metrics, debug models with histograms, compare experiments, visualize model graphs, and profile performance with TensorBoard - Google's ML visualization toolkit
majiayu000/claude-skill-registry 163
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moai-lang-php
PHP 8.4+ best practices with PHPUnit 11, Composer, PSR-12 standards,
majiayu000/claude-skill-registry 163
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plan
Iterative planning wizard with client validation at each stage. Generates SDLC artifacts in proper dependency order (scenarios → workflows → models → data → API → design).
majiayu000/claude-skill-registry 163
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substack-note
Generate high-performing Substack notes using proven structural patterns and psychology while maintaining your authentic voice. Use when user wants to write Substack notes, mentions "write a note", "Substack post", or needs short-form social content for Substack.
majiayu000/claude-skill-registry 163
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Problem-Solving Techniques
Apply systematic problem-solving techniques when stuck. Use for complexity spirals, innovation blocks, recurring patterns, assumption constraints, simplification cascades, scale uncertainty.
majiayu000/claude-skill-registry 163
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exec-summary
Generate non-technical executive summary from technical notes
majiayu000/claude-skill-registry 163
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nodejs-core
Debugs native module crashes, optimizes V8 performance, configures node-gyp builds, writes N-API/node-addon-api bindings, and diagnoses libuv event loop issues in Node.js. Use when working with C++ addons, native modules, binding.gyp, node-gyp errors, segfaults, memory leaks in native code, V8 optimization/deoptimization, libuv thread pool tuning, N-API or NAN bindings, build system failures, or any Node.js internals below the JavaScript layer.
majiayu000/claude-skill-registry 163
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skill-promotion-and-dedup
Promote imported skills into first-class categories while preventing duplicate-name discovery conflicts. Includes backup, verification, and rollback.
majiayu000/claude-skill-registry 163
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fastapi-architecture
This skill designs FastAPI application structure, routing, middleware, and separation of concerns. It establishes architectural patterns for building scalable, maintainable Python APIs that integrate with the monorepo structure and support authentication and data persistence requirements. Use when designing overall FastAPI application structure, planning API routing, or establishing middleware chains.
majiayu000/claude-skill-registry 163
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route-tester
Test authenticated routes in the your project using cookie-based authentication. Use this skill when testing API endpoints, validating route functionality, or debugging authentication issues. Includes patterns for using test-auth-route.js and mock authentication.
majiayu000/claude-skill-registry 163
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design-archivist
Long-running design anthropologist that builds comprehensive visual databases from 500-1000 real-world examples, extracting color palettes, typography patterns, layout systems, and interaction design across any domain (portfolios, e-commerce, SaaS, adult content, technical showcases). This skill should be used when users need exhaustive design research, pattern recognition across large example sets, or systematic visual analysis for competitive positioning.
majiayu000/claude-skill-registry 163
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infrastructure-ops
Use when the DevOp is working with Docker, containers, cloud services, networking, server configuration, storage, compute scaling, or any infrastructure setup. Activates for Dockerfile creation, docker-compose configuration, cloud resource management, or server administration.
majiayu000/claude-skill-registry 163