Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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metrics-pull
Pull snapshots from all configured metric sources, compute deltas against prior snapshots, flag unexplained signals, and draft evidence entries for canvas files. One entry point for all external product/market metrics.
majiayu000/claude-skill-registry 163
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awq-quantization
Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss. Use when deploying large models (7B-70B) on limited GPU memory, when you need faster inference than GPTQ with better accuracy preservation, or for instruction-tuned and multimodal models. MLSys 2024 Best Paper Award winner.
majiayu000/claude-skill-registry 163
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azure-cosmos-rust
Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.
majiayu000/claude-skill-registry 163
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azure-keyvault-py
majiayu000/claude-skill-registry 163
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aitask-wrap
Wrap uncommitted changes into an aitask with retroactive documentation and traceability.
majiayu000/claude-skill-registry 163
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doc-writer
Technical documentation specialist creating clear, comprehensive documentation including README, API docs, user guides, architecture specs, and tutorials. Use when writing project documentation, API references, setup guides, or any technical documentation requiring professional structure and clarity.
majiayu000/claude-skill-registry 163
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api-designer
Conçoit des APIs REST/GraphQL avec OpenAPI spec, versioning, et documentation. Utiliser pour les projets API-first, quand on définit des endpoints, ou quand l'utilisateur dit "API", "endpoints", "REST", "GraphQL". Peut être déclenché après PRD ou Architecture.
majiayu000/claude-skill-registry 163
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fundamentals
Core programming concepts: variables, functions, conditionals, loops, and data types. Activated when Claude writes basic code structures. Provides teaching context for CodeSensei explanations at the foundational level.
majiayu000/claude-skill-registry 163
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commands-giuseppe-trisciuogli-developer-kit
Validates a skill against DevKit standards (requirements, template, dependencies). Use when you need to verify a skill before publishing or after modifications.
majiayu000/claude-skill-registry 163
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game-art
Game art principles. Visual style selection, asset pipeline, animation workflow.
majiayu000/claude-skill-registry 163
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openspec-verify-change
Verify implementation matches change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving.
majiayu000/claude-skill-registry 163
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hub-context
Use when routing user prompts to the right skill or agent. Senses git state, detects platform, classifies intent, and applies context boosts before dispatching.
majiayu000/claude-skill-registry 163
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pytest-fixtures
Pytest fixture design, conftest.py hierarchy, and DRY test code patterns. Identifies duplicate fixtures, plans fixture scope, and designs conftest.py structure. Use when creating test directories, refactoring test fixtures, or reviewing test code for duplication.
majiayu000/claude-skill-registry 163
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hunt-ioc
Hunt for specific IOCs across your environment. Use when you have a list of IPs, domains, hashes, or URLs from threat intel and want to check if they appear in your SIEM. Systematic searching with enrichment and documentation.
majiayu000/claude-skill-registry 163
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gemini-peer-review
Get a second opinion from Gemini on code, architecture, debugging, or security. Uses gemini-coach CLI with AI-to-AI prompting for clear, actionable analysis. Trigger with 'ask gemini', 'gemini review', 'second opinion', 'peer review', or 'consult gemini'.
majiayu000/claude-skill-registry 163
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api-ai-litellm
LiteLLM proxy server setup, TypeScript client patterns via OpenAI SDK, model routing, fallbacks, load balancing, spend tracking, virtual keys, and production deployment
majiayu000/claude-skill-registry 163
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skills-frankxai-arcanea-9
majiayu000/claude-skill-registry 163
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load-data
Load data into MotherDuck from local files, object storage, HTTPS, dataframes, or external databases. Use when choosing a MotherDuck-specific ingestion path, especially CTAS and INSERT...SELECT, bulk loading, secrets, and Postgres-endpoint versus DuckDB-client tradeoffs.
majiayu000/claude-skill-registry 163
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square-automation
Automate Square tasks via Rube MCP (Composio): payments, orders, invoices, locations. Always search tools first for current schemas.
majiayu000/claude-skill-registry 163
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web-interface-guidelines-review
Review UI files against accessibility, UX, and performance rules, then output terse findings grouped by file. Use when: (1) Auditing frontend code quality, (2) Enforcing design-system rules in PRs, or (3) Generating actionable file:line compliance reports.
majiayu000/claude-skill-registry 163
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mcp-builder
DEPRECATED: This skill has been replaced by `mcp-app-builder`.
Check if `mcp-app-builder` is available in the skills folder. If not, install it:
`npx skills install mcp-use/mcp-use --skill mcp-app-builder`
Use `mcp-app-builder` instead of this skill.
Build Model Context Protocol (MCP) servers with mcp-use framework.
Use when creating MCP servers, defining tools/resources/prompts, working with mcp-use,
bootstrapping MCP projects, or when user mentions MCP development, tools, resources, or prompts.
majiayu000/claude-skill-registry 163
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langchain4j-vector-stores-configuration
Provides configuration patterns for LangChain4J vector stores in RAG applications. Use when building semantic search, integrating vector databases (PostgreSQL/pgvector, Pinecone, MongoDB, Milvus, Neo4j), implementing embedding storage/retrieval, setting up hybrid search, or optimizing vector database performance for production AI applications.
majiayu000/claude-skill-registry 163
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tableau-analytics
Tableau dashboard and visualization integration for sales analytics
majiayu000/claude-skill-registry 163
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skill-evolve
Evolve skills iteratively based on usage tracking and feedback. Use for skills used repeatedly, when failure rate exceeds 10 percent, when user feedback indicates confusion, or when building team expertise over time. Achieves 20 percent consistency improvement through iterative refinement. Triggers on "evolve skill", "improve skill iteratively", "skill evolution", "track skill performance", "refine skill".
majiayu000/claude-skill-registry 163