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Claude Skills

The open format is called Agent Skills and works in Claude Code, Codex, Cursor and other agents — most people know it as Claude Skills.

Every Agent Skill we could find on GitHub, deduplicated by content. 79 354 files from 1 739 authors, of which 61 713 are unique — the rest is the same skill repackaged into someone else's repository. For each one: what it weighs in tokens, whether it ships runnable scripts, and which MCP servers it needs.

61 713
unique skills
out of 79 354 files found on GitHub
17 641
are copies
same content, someone else's repository
1 738
tokens, median
what a typical skill costs you in context
7 879
name collisions
two skills with one name cannot sit side by side

3 121–3 180 of 61 713

page 53 of 1 029
MCP Patterns
by ComeOnOliver
×1

Model Context Protocol (MCP) server patterns for building integrations with Claude Code. Triggers on: mcp server, model context protocol, tool handler, mcp resource, mcp tool.

7k tokens
Python Async Patterns
by ComeOnOliver
×1

Python asyncio patterns for concurrent programming. Triggers on: asyncio, async, await, coroutine, gather, semaphore, TaskGroup, event loop, aiohttp, concurrent.

19k tokens scripts
Python CLI Patterns
by ComeOnOliver
×1

CLI application patterns for Python. Triggers on: cli, command line, typer, click, argparse, terminal, rich, console, terminal ui.

10k tokens scripts
Python Database Patterns
by ComeOnOliver
×1

SQLAlchemy and database patterns for Python. Triggers on: sqlalchemy, database, orm, migration, alembic, async database, connection pool, repository pattern, unit of work.

16k tokens
Python Fastapi Patterns
by ComeOnOliver
×1

FastAPI web framework patterns. Triggers on: fastapi, api endpoint, dependency injection, pydantic model, openapi, swagger, starlette, async api, rest api, uvicorn.

15k tokens scripts
Python Observability Patterns
by ComeOnOliver
×1

Observability patterns for Python applications. Triggers on: logging, metrics, tracing, opentelemetry, prometheus, observability, monitoring, structlog, correlation id.

13k tokens scripts
Python Pytest Patterns
by ComeOnOliver
×1

pytest testing patterns for Python. Triggers on: pytest, fixture, mark, parametrize, mock, conftest, test coverage, unit test, integration test, pytest.raises.

30k tokens scripts
Python Typing Patterns
by ComeOnOliver
×1

Python type hints and type safety patterns. Triggers on: type hints, typing, TypeVar, Generic, Protocol, mypy, pyright, type annotation, overload, TypedDict.

22k tokens scripts
REST Patterns
by ComeOnOliver
×1

Quick reference for RESTful API design patterns, HTTP semantics, caching, and rate limiting. Triggers on: rest api, http methods, status codes, api design, endpoint design, api versioning, rate limiting, caching headers.

12k tokens
Security Patterns
by ComeOnOliver
×1

Security patterns and OWASP guidelines. Triggers on: security review, OWASP, XSS, SQL injection, CSRF, authentication, authorization, secrets management, input validation, secure coding.

12k tokens scripts
SQL Patterns
by ComeOnOliver
×1

Quick reference for common SQL patterns, CTEs, window functions, and indexing strategies. Triggers on: sql patterns, cte example, window functions, sql join, index strategy, pagination sql.

9k tokens
Tailwind Patterns
by ComeOnOliver
×1

Quick reference for Tailwind CSS utility patterns, responsive design, and configuration. Triggers on: tailwind, utility classes, responsive design, tailwind config, dark mode css, tw classes.

6k tokens
Testing Patterns
by ComeOnOliver
×1

Cross-language testing strategies and patterns. Triggers on: test pyramid, unit test, integration test, e2e test, TDD, BDD, test coverage, mocking strategy, test doubles, test isolation.

10k tokens scripts
Doc Writer
by ComeOnOliver
×1

Create or update numbered task docs using repo context, DOC_TEMPLATE.md, and naming conventions.

3k tokens
Data Visualization
by ComeOnOliver
×1

Create charts, graphs, and visualizations from data. Use when the user needs to visualize data, create charts, or generate reports with graphics.

2k tokens
Memory Bank
by ComeOnOliver
×1

Persistent project documentation system that maintains context across sessions. Creates structured Memory Bank files to preserve project knowledge, decisions, and progress.

4k tokens
PDF Processing
by ComeOnOliver
×1

Extract text and tables from PDF files, fill forms, merge documents. Use when working with PDF files or when the user mentions PDFs, forms, or document extraction.

2k tokens
Python Fastapi
by ComeOnOliver
×1

Python FastAPI development with uv package manager, modular project structure, SQLAlchemy ORM, and production-ready patterns.

8k tokens
Commit
by ComeOnOliver
×1

Helps write conventional commit messages, create atomic commits, and follow git best practices. Use when the agent needs to help with git commits, commit message writing, or git workflow guidance.

4k tokens
Create Skill
by ComeOnOliver
×1

Guide for creating new Agent Skills. Use this skill when you need to create a new skill.

8k tokens
Develop
by ComeOnOliver
×1

General principles for exploring, developing, editing, and refactoring code. Use for codebase analysis, implementation tasks, and code quality improvements.

3k tokens
Plan
by ComeOnOliver
×1

Guidelines for iteratively planning tasks and changes before implementation. Use this when the user requests a non-trivial task or when you need to align on a complex implementation strategy.

3k tokens
Review Code
by ComeOnOliver
×1

Provides a structured workflow for planning and executing code reviews like a senior engineer. Use when asked to review code, PRs, or plan a code review task.

4k tokens
Skill Builder
by ComeOnOliver
×1

Interactive skill creation assistant that guides users through building new Agent Skills for Claude Code. Use when creating new skills, building custom capabilities, or when the user runs /new-skill command. Helps design skill structure, craft descriptions, create scripts, and organize supporting files.

12k tokens
Knowledge
by ComeOnOliver
×1

Display knowledge base status and recent learnings

3k tokens
Learn Off
by ComeOnOliver
×1

Disable continuous learning mode

3k tokens
Learn On
by ComeOnOliver
×1

Enable continuous learning mode for automatic insight extraction

3k tokens
Learn Reset
by ComeOnOliver
×1

Clear the knowledge base and start fresh

3k tokens
Router Stats
by ComeOnOliver
×1

Display Claude Router usage statistics and cost savings

3k tokens
API Skill
by ComeOnOliver
×1

Updated API skill

2k tokens
Architect
by ComeOnOliver
×1

Design systems, plan implementations, review architecture decisions - Use when you need to plan a complex feature, design system architecture, or make high-level technical decisions.

2k tokens
Coder
by ComeOnOliver
×1

Write, edit, and refactor code with full tool access - Use when you need to actually write or modify code, create files, run commands, or implement features.

2k tokens
Docs
by ComeOnOliver
×1

Research documentation, find examples, explain APIs and libraries - Use when you need to look up official documentation, find code examples, understand library APIs, or research best practices.

2k tokens
Explorer
by ComeOnOliver
×1

Quickly search and navigate the codebase - Use when you need to quickly find files, search for patterns, or locate specific code without deep analysis.

2k tokens
Linear
by ComeOnOliver
×1

Linear issue tracking integration - Create, update, and manage Linear issues and projects using the GraphQL API

4k tokens
Tester
by ComeOnOliver
×1

Updated skill

2k tokens
Vision
by ComeOnOliver
×1

Analyze images, screenshots, diagrams, and visual content - Use when you need to understand visual content like screenshots, architecture diagrams, UI mockups, or error screenshots.

2k tokens
SEO Copywriter Pro
by ComeOnOliver
×1

> Agente especializado em criação massiva de conteúdo SEO seguindo a metodologia James/Diesel Dudes. Use para criar 50+ páginas otimizadas rapidamente, gerar artigos em batch, traduzir para múltiplos idiomas, e rankear no Google em 30 dias. Ideal para sites de serviços locais, profissionais liberais, médicos, advogados, e qualquer negócio que precise dominar SEO local.

35k tokens scripts
Creating Pull Requests
by ComeOnOliver
×1

> Creates pull requests with generated descriptions.

3k tokens
Implementing Code
by ComeOnOliver
×1

> Implements code changes and creates commits.

2k tokens
Managing Branches
by ComeOnOliver
×1

> Investigates and creates Git branches.

2k tokens
Running Tests
by ComeOnOliver
×1

> Runs tests and handles failures.

2k tokens
Git Analysis
by ComeOnOliver
×1

Analyze git repository changes, branch differences, and commit history. Use when analyzing branches, comparing changes, examining commit history, or preparing for PR/commit operations.

7k tokens scripts
Github Pr Best Practices
by ComeOnOliver
×1

Best practices for creating GitHub pull requests including conventional commits, PR formatting, and multi-language support (en/ja). Use when creating PRs, writing PR descriptions, or formatting commit messages.

18k tokens
Ccxt
by ComeOnOliver
×1

CCXT cryptocurrency trading library. Use for cryptocurrency exchange APIs, trading, market data, order management, and crypto trading automation across 150+ exchanges. Supports JavaScript/Python/PHP.

52k tokens
Claude Code Guide
by ComeOnOliver
×1

Claude Code 高级开发指南 - 全面的中文教程,涵盖工具使用、REPL 环境、开发工作流、MCP 集成、高级模式和最佳实践。适合学习 Claude Code 的高级功能和开发技巧。

118k tokens zh
Claude Cookbooks
by ComeOnOliver
×1

Claude AI cookbooks - code examples, tutorials, and best practices for using Claude API. Use when learning Claude API integration, building Claude-powered applications, or exploring Claude capabilities.

26k tokens scripts
Coingecko
by ComeOnOliver
×1

CoinGecko API documentation - cryptocurrency market data API, price feeds, market cap, volume, historical data. Use when integrating CoinGecko API, building crypto price trackers, or accessing cryptocurrency market data.

381k tokens
Cryptofeed
by ComeOnOliver
×1

Cryptofeed - Real-time cryptocurrency market data feeds from 40+ exchanges. WebSocket streaming, normalized data, order books, trades, tickers. Python library for algorithmic trading and market data analysis.

9k tokens
Hummingbot
by ComeOnOliver
×1

Hummingbot trading bot framework - automated trading strategies, market making, arbitrage, connectors for crypto exchanges. Use when working with algorithmic trading, crypto trading bots, or exchange integrations.

199k tokens
Polymarket
by ComeOnOliver
×1

Comprehensive Polymarket skill covering prediction markets, API, trading, market data, and real-time WebSocket data streaming. Build applications with Polymarket services, monitor live trades, and integrate market predictions.

131k tokens
Postgresql
by ComeOnOliver
×1

PostgreSQL database documentation - SQL queries, database design, administration, performance tuning, and advanced features. Use when working with PostgreSQL databases, writing SQL, or managing database systems.

795k tokens
Snapdom
by ComeOnOliver
×1

snapDOM is a fast, accurate DOM-to-image capture tool that converts HTML elements into scalable SVG images. Use for capturing HTML elements, converting DOM to images (SVG, PNG, JPG, WebP), preserving styles, fonts, and pseudo-elements.

6k tokens
Telegram Dev
by ComeOnOliver
×1

Telegram 生态开发全栈指南 - 涵盖 Bot API、Mini Apps (Web Apps)、MTProto 客户端开发。包括消息处理、支付、内联模式、Webhook、认证、存储、传感器 API 等完整开发资源。

35k tokens zh
Timescaledb
by ComeOnOliver
×1

TimescaleDB - PostgreSQL extension for high-performance time-series and event data analytics, hypertables, continuous aggregates, compression, and real-time analytics

1737k tokens
Code Review
by ComeOnOliver
×1

Use this skill when user asks to "review code", "check for issues", "analyze code quality", "find bugs", or wants feedback on code implementation.

3k tokens
Deep Research
by ComeOnOliver
×1

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.

6k tokens scripts
Git Commit
by ComeOnOliver
×1

Use this skill when user asks to "commit changes", "create a commit", "stage and commit", or wants help with git commit workflow.

3k tokens
PDF Analyze
by ComeOnOliver
×1

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.

19k tokens scripts
Web Scrape
by ComeOnOliver
×1

Intelligent web scraper with content extraction, multiple output formats, and error handling

4k tokens scripts

Claude Skills — questions

Answers built from the skills we actually parsed.

What is a Claude Skill?
A folder with a SKILL.md file: instructions that teach an agent to do one thing well, optionally with scripts and reference files alongside. The format is open and called Agent Skills — Claude Code, Codex and other agents read the same files. It is not a program you run; it is knowledge the agent loads when the task calls for it.
How is a skill different from an MCP server?
A server gives the agent new abilities — it connects to something and exposes tools. A skill gives the agent knowledge: how to use what it already has. They combine, and often literally: 11 329 of the skills here declare which MCP servers they need to work.
Why are there fewer skills here than in other catalogues?
Because we deduplicate by content. Of 79 354 files found on GitHub, 61 713 are unique — the rest is the same skill copied into someone else's repository, word for word. Catalogues that count files rather than skills show every copy as a separate entry.
What does the token count mean?
A skill is loaded into the model's context when it is used, so its size is a running cost on every request that touches it. We measure the whole folder, not just SKILL.md: one official skill is 377 tokens, another drags 83 files of fonts behind it.
How do I install a skill?
Copy the skill folder into ~/.claude/skills for personal use, or into .claude/skills inside a project. The agent picks it up by the name in the SKILL.md header — which is worth checking: 7 879 skills here share a name with another skill, and two of them cannot sit side by side.