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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. 79 600 files from 1 763 authors, of which 61 947 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.

61 947
unique skills
out of 79 600 files found on GitHub
17 653
are copies
same content, someone else's repository
1 739
tokens, median
what a typical skill costs you in context
7 890
name collisions
two skills with one name cannot sit side by side

41 881–41 940 of 61 947

page 699 of 1 033
Stripe Webhook
by aAAaqwq

Manage AI Kitchen Pro Stripe webhook — deploy, test, switch test/prod, view logs

1k tokens
Struct Predictor
by aAAaqwq

Local protein structure prediction with AlphaFold, Boltz, or Chai. Compare predicted structures, compute RMSD, visualise 3D models.

406 tokens
Style Guide Generator
by aAAaqwq

Generate comprehensive website style guides and design systems from URLs, screenshots, and existing documentation. Use this skill when users ask to create a style guide, design system documentation, brand guidelines document, or design specification from a website, app, or existing materials. This skill produces professional PDF outputs following industry-standard style guide structure.

6k tokens
Subagent Driven Development
by aAAaqwq

Use when executing implementation plans with independent tasks in the current session

5k tokens
Summarize
by aAAaqwq

Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).

423 tokens
Suno Create
by aAAaqwq

Create songs on Suno.com with custom lyrics and style. Use when user wants to (1) generate AI music on Suno with specific lyrics or theme, (2) create a song in a specific artist's style (e.g., G.E.M.邓紫棋), (3) download generated songs and send to Telegram. Triggers: create a song on Suno, generate a song, 用Suno创作歌曲, Suno创作, 下载Suno歌曲

4k tokens scripts
Suno Skills
by aAAaqwq

AI音乐生成工具Suno的浏览器自动化Skill。通过Playwright控制Suno网站(https://suno.com)进行:生成歌曲(含自定义歌词)、管理创作、下载音频。触发场景:"用suno生成歌曲"、"Suno创作"、"AI音乐生成"、"生成一首...风格的歌"、"上传歌词到Suno

5k tokens scripts zh
Supabase Automation
by aAAaqwq

Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.

3k tokens needs MCP
Supabase
by aAAaqwq

Use when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, Queues); client libraries and SSR integrations (supabase-js, @supabase/ssr) in Next.js, React, SvelteKit, Astro, Remix; auth issues (login, logout, sessions, JWT, cookies, getSession, getUser, getClaims, RLS); Supabase CLI or MCP server; schema changes, migrations, security audits, Postgres extensions (pg_graphql, pg_cron, pg_vector).

3k tokens
Synthetic Market Research
by aAAaqwq

You are an expert market researcher who uses LLM-generated synthetic survey responses and Semantic Similarity Rating (SSR) to produce fast, cheap, dir Fast, cheap market research using LLM-generated synthetic survey responses with Semantic Similarity Rating (SSR). Runs purchase intent, concept tests, and pricing research in minutes instead of weeks, at $0 per respondent. Based on PyMC Labs' validated methodology (90% correlation with real humans purchase intent, concept test, consumer research, SSR, synthetic survey, product validation, pricing research, Likert scale.

15k tokens scripts
Sysadmin Toolbox
by aAAaqwq

Tool discovery and shell one-liner reference for sysadmin, DevOps, and security tasks. AUTO-CONSULT this skill when the user is: troubleshooting network issues, debugging processes, analyzing logs, working with SSL/TLS, managing DNS, testing HTTP endpoints, auditing security, working with containers, writing shell scripts, or asks 'what tool should I use for X'. Source: github.com/trimstray/the-book-of-secret-knowledge

37k tokens scripts
Tailscale Operator
by aAAaqwq

Manage, connect to, and troubleshoot devices on a Tailscale tailnet. Use when a user asks to connect to a device over Tailscale, find a device IP, SSH into a tailnet node, fix SSH auth failures, set up public-key login, enable Tailscale SSH, diagnose permission or sudo issues, or operate remote Macs/Linux hosts over the tailnet.

3k tokens
Tailwindcss
by aAAaqwq

Tailwind CSS utility-first CSS framework. Use when styling web applications with utility classes, building responsive designs, or customizing design systems with theme variables.

27k tokens
Task Prioritization
by aAAaqwq

Task prioritization and scoring

455 tokens
Task Status
by aAAaqwq

Send short status descriptions in chat for long-running tasks. Use when you need to provide periodic updates during multi-step operations, confirm task completion, or notify of failures. Includes automated periodic monitoring that sends updates every 5 seconds, status message templates, and a helper function for consistent status reporting.

10k tokens scripts
Task Supervisor
by aAAaqwq

定时巡检 agent 任务执行状态,识别卡住、abort、无产出等异常并触发催促或告警。

414 tokens zh
Tavily
by aAAaqwq

AI-optimized web search via Tavily API. Returns concise, relevant results for AI agents.

1k tokens scripts
Tavily
by aAAaqwq

AI 优化的网络搜索。使用 Tavily API 进行智能搜索,获取实时信息。当用户需要搜索互联网、获取实时数据、查找最新信息时使用此技能。

1k tokens scripts zh
Tcm Meridian Inference
by aAAaqwq

TCM meridian inference engine — health scoring from 6-meridian measurements

10k tokens scripts zh
Tdd Guide
by aAAaqwq

Test-driven development workflow with test generation, coverage analysis, and multi-framework support

41k tokens scripts
Tdd Workflow
by aAAaqwq

Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.

3k tokens
Team Coordinator
by aAAaqwq

团队协调与智能任务分配。作为高管,将用户任务拆解并分配给最合适的员工 agent 执行,协调多 agent 并行协作,汇总审核产出。

1k tokens zh
Team Daily Report
by aAAaqwq

自动汇总团队内 agent、cron、skill 进展与关键事件,生成并推送结构化日报。

1k tokens zh
Team Foreman
by aAAaqwq
16k tokens
Tech Decision
by aAAaqwq

This skill should be used when the user asks to "기술 의사결정", "뭐 쓸지 고민", "A vs B", "비교 분석", "라이브러리 선택", "아키텍처 결정", "어떤 걸 써야 할지", "트레이드오프", "기술 선택", "구현 방식 고민", or needs deep analysis for technical decisions. Provides systematic multi-source research and synthesized recommendations.

4k tokens
Tech Selection Research
by aAAaqwq

Use when the user wants to research, compare, or evaluate a technology, framework, platform, or engineering tool for product R&D decision-making, such as "调研 FastAPI", "技术选型", "compare Spring Boot vs NestJS", "写 ADR", "评估是否适合", "PoC 方案", or "technology radar".

4k tokens scripts
Technical Analysis
by aAAaqwq

Master of price action, chart patterns, and technical indicators - combining classical Wyckoff/Dow theory with modern quantitative validation for edge identificationUse when "technical analysis, chart pattern, indicator, RSI, MACD, support resistance, trend, candlestick, price action, fibonacci, trading, technical-analysis, charts, indicators, price-action, patterns, support-resistance, trend-following" mentioned.

10k tokens
Telegram Check
by aAAaqwq

Check inbound Telegram messages

347 tokens
Telegram Contacts
by aAAaqwq

Export/import/lookup Telegram contacts

402 tokens
Telegram Groups
by aAAaqwq

Posting, members, Telegram group management

463 tokens
Telegram Inbound Run
by aAAaqwq

Automatic inbound Telegram message processing

781 tokens
Telegram Push
by aAAaqwq

通过独立 Telegram Bot 向群聊或私聊推送消息,适合不依赖 OpenClaw channel 配置的通知场景。

1k tokens scripts zh
Telegram Scrape
by aAAaqwq

Search Telegram channels, read posts, ad contacts

632 tokens
Telegram Scraper Run
by aAAaqwq

Automatic Telegram scraping

1k tokens
Telegram Send
by aAAaqwq

Telegram DM sending from CSV, rate limiting, idempotency

1k tokens
Telegram Session
by aAAaqwq

Create/update Telethon session

388 tokens
Tessl Skill Review
by aAAaqwq

Evaluate, score, and review an Agent Skill or SKILL.md using Tessl as the primary evaluator. Use when asked to measure skill quality, score a skill, review a skill against best practices, compare before/after skill revisions, or generate structured improvement feedback for a skill directory or SKILL.md file.

2k tokens scripts
Test Automator
by aAAaqwq

Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies with advanced CI/CD integration. Use PROACTIVELY for testing automation or quality assurance.

3k tokens
Sergei Mikhailov Tg Channel Reader
by aAAaqwq

Read posts and comments from Telegram channels via MTProto (Pyrogram or Telethon). Fetch recent messages and discussion replies from public or private channels by time window.

38k tokens scripts
Antislop
by aAAaqwq

Detect and fix AI-generated writing patterns (slop). Comprehensive detection with 45+ patterns, tiered severity scoring, and editor mode.

153k tokens
Thinking Aaron Ross
by aAAaqwq

蒸馏Aaron Ross思维模式的实用框架——预可售、销售分工模型、可预测收入

4k tokens zh
Thinking Andy Grove
by aAAaqwq

蒸馏Andy Grove思维模式的实用框架——高产出管理、OKR、战略转折点、只有偏执狂才能生存

3k tokens zh
Thinking Antirez
by aAAaqwq

蒸馏antirez(Salvatore Sanfilippo)思维模式的实用框架——极简代码哲学、Redis设计哲学、工程美学

4k tokens zh
Thinking Charlie Munger
by aAAaqwq

蒸馏查理·芒格《穷查理宝典》——多元思维模型、逆向思维、25种误判心理学、Lollapalooza效应、能力圈决策框架

4k tokens zh
Thinking Dan Koe
by aAAaqwq

蒸馏Dan Koe Human 3.0框架——四象限发展模型、三级意识进化、相位成长体系、超级人类90天计划

4k tokens zh
Thinking Dershowitz
by aAAaqwq

蒸馏Alan Dershowitz思维模式的实用框架——律师思维、证据链、合理怀疑、辩护策略

4k tokens zh
Thinking Dhh
by aAAaqwq

DHH's thinking framework — convention over configuration, ship fast, perfect is the enemy

2k tokens zh
Thinking Dj Patil
by aAAaqwq

蒸馏DJ Patil的数据科学思维、数据产品化、数据驱动决策的实用框架

4k tokens zh
Thinking Elon Musk
by aAAaqwq

蒸馏Elon Musk思维模式的实用框架。当需要第一性原理、硬核工程、快速迭代式思考时激活。

3k tokens zh
Thinking Feynman
by aAAaqwq

蒸馏Richard Feynman的费曼学习法、第一性原理物理思维与怀疑精神的实用框架

4k tokens zh
Thinking Jeb Blount
by aAAaqwq

蒸馏Jeb Blount思维模式的实用框架——管道宗教、狂热拓客、7个管道法则

3k tokens zh
Thinking Jeff Bezos
by aAAaqwq

蒸馏Jeff Bezos思维模式的实用框架——Day 1心态、客户倒推、飞轮效应、两个披萨团队

3k tokens zh
Thinking Jensen Huang
by aAAaqwq

蒸馏Jensen Huang思维模式的实用框架。当需要加速计算愿景、生态平台思维、长期技术押注式思考时激活。

3k tokens zh
Thinking Jony Ive
by aAAaqwq

蒸馏Jony Ive思维模式的实用框架——极简设计哲学、故事驱动、至繁归于至简

4k tokens zh
Thinking Karpathy
by aAAaqwq

蒸馏Andrej Karpathy思维模式的实用框架。当需要构建即理解、AI教育平民化、软件2.0思维式思考时激活。

4k tokens zh
Thinking Kelsey Hightower
by aAAaqwq

蒸馏Kelsey Hightower的Kubernetes布道、云原生哲学、实用主义的实用框架

4k tokens zh
Thinking Lessig
by aAAaqwq

蒸馏Lawrence Lessig思维模式的实用框架——代码即法律、创用CC、互联网自由、制度腐败分析

4k tokens zh
Thinking Liangwenfeng
by aAAaqwq

蒸馏梁文峰(DeepSeek/幻方量化)思维模式的实用框架:中国量化先驱、AI+量化融合、极致效率

2k tokens zh
Thinking Linus Torvalds
by aAAaqwq

蒸馏Linus Torvalds思维模式的实用框架——开源哲学、代码说话、务实工程、无情审查

3k tokens zh
Thinking Marty Cagan
by aAAaqwq

蒸馏Marty Cagan思维模式的实用框架——产品发现vs交付、inspired产品团队、产品经理核心能力

3k tokens zh

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: 11 352 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 79 600 files found on GitHub, 61 947 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: 7 890 skills here share a name with another skill, and two of them cannot sit side by side.