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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. 79 566 files from 1 758 authors, of which 61 913 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.

61 913
unique skills
out of 79 566 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
7 886
name collisions
two skills with one name cannot sit side by side

44 281–44 340 of 61 913

page 739 of 1 032
Memory Safety Patterns
by christophacham

Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory...

4k tokens
Modern Javascript Patterns
by christophacham

Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, effici...

5k tokens
On Call Handoff Patterns
by christophacham

Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting shift summaries, or improving on-call pro...

3k tokens
Powershell Windows
by christophacham

PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling.

902 tokens
Projection Patterns
by christophacham

Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.

5k tokens
Python Patterns
by christophacham

Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.

2k tokens
Python Testing Patterns
by christophacham

Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.

6k tokens
Refactoring Patterns
by christophacham

Apply named refactoring transformations to improve code structure without changing behavior. Use when the user mentions "refactor this", "code smells", "extract method", "replace conditional", or "technical debt". Covers smell-driven refactoring, safe transformation sequences, and testing guards. For code quality foundations, see clean-code. For managing complexity, see software-design-philosophy.

24k tokens
Scaffold
by christophacham

Generates boilerplate for new modules, features, or components based on existing project conventions. Detects patterns from the codebase and produces new code that looks like it belongs. Ensures consistency without manual template maintenance.

960 tokens
Stride Analysis Patterns
by christophacham

Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation.

6k tokens
Testing Patterns
by christophacham

Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-green-refactor cycle.

2k tokens
Wcag Audit Patterns
by christophacham

Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing ac...

3k tokens
Activecampaign Automation
by christophacham

Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.

2k tokens
Airtable Automation
by christophacham

Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.

2k tokens
Amplitude Automation
by christophacham

Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas.

2k tokens
Antigravity Workflows
by christophacham

Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA.

893 tokens
Asana Automation
by christophacham

Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas.

2k tokens
Auto Douyin
by christophacham

抖音视频自动发布技能。当用户需要发布视频到抖音时使用这个技能。技能包含:获取登录Cookie、上传视频、设置标题话题、定时发布等功能。

6k tokens scripts zh
Xhs Note Creator
by christophacham

小红书笔记素材创作技能。当用户需要创建小红书笔记素材时使用这个技能。技能包含:根据用户的需求和提供的资料,撰写小红书笔记内容(标题+正文),生成图片卡片(封面+正文卡片),以及发布小红书笔记。

2481k tokens scripts zh
Bamboohr Automation
by christophacham

Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas.

2k tokens
Basecamp Automation
by christophacham

Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current schemas.

3k tokens
Billing Automation
by christophacham

Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recu...

5k tokens
Bitbucket Automation
by christophacham

Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas.

3k tokens
Box Automation
by christophacham

Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (Composio). Always search tools first for...

3k tokens
Brevo Automation
by christophacham

Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Always search tools first for current sche...

2k tokens
Browser Automation
by christophacham

Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, an...

532 tokens
Cal Com Automation
by christophacham

Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for current schemas.

2k tokens
Calendly Automation
by christophacham

Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search tools first for current schemas.

3k tokens
Canva Automation
by christophacham

Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas.

2k tokens
Changelog Automation
by christophacham

Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions.

4k tokens
Cicd Automation Workflow Automate
by christophacham

You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design automation that reduces manual work, i...

10k tokens
Circleci Automation
by christophacham

Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas.

2k tokens
Clickup Automation
by christophacham

Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations via Rube MCP (Composio). Always search tools first for current schemas.

3k tokens
Close Automation
by christophacham

Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas.

2k tokens
Coda Automation
by christophacham

Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas.

2k tokens
Conductor Implement
by christophacham

Execute tasks from a track's implementation plan following TDD workflow

2k tokens
Confluence Automation
by christophacham

Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas.

3k tokens
Convertkit Automation
by christophacham

Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas.

2k tokens
Dast Automation
by christophacham

Automated Dynamic Application Security Testing (DAST) using Playwright MCP for browser-based security scanning. Performs blackbox/greybox security testing on single or multiple domains with intelligent crawling, vulnerability detection, and comprehensive reporting. Use when: "scan this domain for vulnerabilities", "run DAST on these URLs", "perform security testing", or "automated penetration test".

64k tokens scripts
Datadog Automation
by christophacham

Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas.

2k tokens
Debug Assist
by christophacham

Structured debugging workflow that prevents circular debugging. Follows a systematic approach of Reproduce, Isolate, Hypothesize, Verify, Fix, Test. Logs the debugging path as an artifact to avoid revisiting dead ends.

837 tokens
Discord Automation
by christophacham

Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas.

2k tokens
Discord Bot Architect
by christophacham

Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding.

2k tokens
Distributed Debugging Debug Trace
by christophacham

You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, an...

11k tokens
Docusign Automation
by christophacham

Automate DocuSign tasks via Rube MCP (Composio): templates, envelopes, signatures, document management. Always search tools first for current schemas.

2k tokens
Dropbox Automation
by christophacham

Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.

3k tokens
Dx Optimizer
by christophacham

Developer Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when development friction is noticed.

584 tokens
E2e Testing
by christophacham

End-to-end testing workflow with Playwright for browser automation, visual regression, cross-browser testing, and CI/CD integration.

862 tokens
Faceup Automation
by christophacham

Automate Faceup tasks via Rube MCP (Composio). Always search tools first for current schemas.

726 tokens needs MCP
Factorial Automation
by christophacham

Automate Factorial tasks via Rube MCP (Composio). Always search tools first for current schemas.

738 tokens needs MCP
Fal Workflow
by christophacham

Generate workflow JSON files for chaining AI models

174 tokens
Feathery Automation
by christophacham

Automate Feathery tasks via Rube MCP (Composio). Always search tools first for current schemas.

734 tokens needs MCP
Felt Automation
by christophacham

Automate Felt tasks via Rube MCP (Composio). Always search tools first for current schemas.

719 tokens needs MCP
Fibery Automation
by christophacham

Automate Fibery tasks via Rube MCP (Composio). Always search tools first for current schemas.

726 tokens needs MCP
Files Com Automation
by christophacham

Automate Files Com tasks via Rube MCP (Composio). Always search tools first for current schemas.

738 tokens needs MCP
Finage Automation
by christophacham

Automate Finage tasks via Rube MCP (Composio). Always search tools first for current schemas.

726 tokens needs MCP
Findymail Automation
by christophacham

Automate Findymail tasks via Rube MCP (Composio). Always search tools first for current schemas.

738 tokens needs MCP
Finerworks Automation
by christophacham

Automate Finerworks tasks via Rube MCP (Composio). Always search tools first for current schemas.

741 tokens needs MCP
Fingertip Automation
by christophacham

Automate Fingertip tasks via Rube MCP (Composio). Always search tools first for current schemas.

738 tokens needs MCP
Finmei Automation
by christophacham

Automate Finmei tasks via Rube MCP (Composio). Always search tools first for current schemas.

726 tokens needs MCP

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: 11 350 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 79 566 files found on GitHub, 61 913 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: 7 886 skills here share a name with another skill, and two of them cannot sit side by side.