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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

44 941–45 000 of 61 913

page 750 of 1 032
Python Fastapi Development
by christophacham

Python FastAPI backend development with async patterns, SQLAlchemy, Pydantic, authentication, and production API patterns.

1k tokens
Python MCP Server Generator
by christophacham

Generate a complete MCP server project in Python with tools, resources, and proper configuration

989 tokens
Ruby MCP Server Generator
by christophacham

Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem.

4k tokens
Rust Async Patterns
by christophacham

Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code.

3k tokens
Rust MCP Server Generator
by christophacham

Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK

3k tokens
Rust Pro
by christophacham

Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming.

2k tokens
Scrapingant Automation
by christophacham

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

745 tokens needs MCP
Scrapingbee Automation
by christophacham

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

745 tokens needs MCP
Seatbelt Sandboxer
by christophacham

Generates minimal macOS Seatbelt sandbox configurations. Use when sandboxing, isolating, or restricting macOS applications with allowlist-based profiles.

3k tokens
Segment Cdp
by christophacham

Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance ...

369 tokens
Serpapi Automation
by christophacham

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

730 tokens needs MCP
Server Management
by christophacham

Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.

961 tokens
Mcp:setup Context7 MCP
by christophacham

Guide for setup Context7 MCP server to load documentation for specific technologies.

470 tokens
Mcp:setup Serena MCP
by christophacham

Guide for setup Serena MCP server for semantic code retrieval and editing capabilities

1k tokens
Shorten REST Automation
by christophacham

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

749 tokens needs MCP
Smtp2go Automation
by christophacham

Automate Smtp2go tasks via Rube MCP (Composio). Always search tools first for current schemas.

730 tokens needs MCP
Spring Boot 3
by christophacham

> Spring Boot 3 patterns for configuration, DI, and web services.

918 tokens
Sslmate Cert Spotter API Automation
by christophacham

Automate Sslmate Cert Spotter API tasks via Rube MCP (Composio). Always search tools first for current schemas.

794 tokens needs MCP
Swift MCP Server Generator
by christophacham

Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.

4k tokens
Systems Programming Rust Project
by christophacham

You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo tooling, proper module organization, testing

2k tokens
The Odds API Automation
by christophacham

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

749 tokens needs MCP
Tripadvisor Content API Automation
by christophacham

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

766 tokens needs MCP
Twilio Communications
by christophacham

Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems a...

2k tokens
Typescript MCP Server Generator
by christophacham

Generate a complete MCP server project in TypeScript with tools, resources, and proper configuration

925 tokens
Typespec API Operations
by christophacham

Add GET, POST, PATCH, and DELETE operations to a TypeSpec API plugin with proper routing, parameters, and adaptive cards

2k tokens
Typespec Create API Plugin
by christophacham

Generate a TypeSpec API plugin with REST operations, authentication, and Adaptive Cards for Microsoft 365 Copilot

1k tokens
Wolfram Alpha API Automation
by christophacham

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

768 tokens needs MCP
Workiq Copilot
by christophacham

Guides the Copilot CLI on how to use the WorkIQ CLI/MCP server to query Microsoft 365 Copilot data (emails, meetings, docs, Teams, people) for live context, summaries, and recommendations.

1k tokens
Zapier Make Patterns
by christophacham

No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity ...

504 tokens
Zyte API Automation
by christophacham

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

734 tokens needs MCP
Refactor Method Complexity Reduce
by christophacham

Refactor given method `${input:methodName}` to reduce its cognitive complexity to `${input:complexityThreshold}` or below, by extracting helper methods.

1k tokens
Kaizen:analyse Problem
by christophacham

Comprehensive A3 one-page problem analysis with root cause and action plan

8k tokens
Business Analyst
by christophacham

Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations.

2k tokens
Developer Growth Analysis
by christophacham

Analyzes your recent OpenCode chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources from HackerNews, and automatically sends a personalized growth report to your Slack DMs.

4k tokens
Framework Migration Legacy Modernize
by christophacham

Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous business operations through ex

3k tokens
Inspired Product
by christophacham

Build empowered product teams using discovery and delivery dual-track. Use when the user mentions "product discovery", "empowered teams", "feature factory", "product roadmap", "opportunity assessment", or "product vision". Covers product discovery techniques, team structure, and continuous value delivery. For customer interviews, see mom-test. For ongoing discovery systems, see continuous-discovery.

26k tokens
Jira Epic
by christophacham

> Creates Jira epics for large features following Prowler's standard format.

2k tokens
Jira Issues
by christophacham

Create, update, and manage Jira issues from natural language. Use when the user wants to log bugs, create tickets, update issue status, or manage their Jira backlog.

1k tokens
Jira Task
by christophacham

> Creates Jira tasks following Prowler's standard format.

2k tokens
Local Legal SEO Audit
by christophacham

Audit and improve local SEO for law firms, attorneys, forensic experts and legal/professional services sites with local presence, focusing on GBP, directories, E-E-A-T and practice/location pages.

3k tokens
Notion Template Business
by christophacham

Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, market...

1k tokens
Office Productivity
by christophacham

Office productivity workflow covering document creation, spreadsheet automation, presentation generation, and integration with LibreOffice and Microsoft Office formats.

1k tokens
Kaizen:plan Do Check Act
by christophacham

Iterative PDCA cycle for systematic experimentation and continuous improvement

2k tokens
Product Manager Toolkit
by christophacham

Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritizati...

11k tokens scripts
Production Code Audit
by christophacham

Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations

4k tokens
Production Scheduling
by christophacham

Codified expertise for production scheduling, job sequencing, line balancing, changeover optimisation, and bottleneck resolution in discrete and batch manufacturing.

40k tokens
Programmatic SEO
by christophacham

Design and evaluate programmatic SEO strategies for creating SEO-driven pages at scale using templates and structured data.

2k tokens
Quasi Coder
by christophacham

Expert 10x engineer skill for interpreting and implementing code from shorthand, quasi-code, and natural language descriptions. Use when collaborators provide incomplete code snippets, pseudo-code, or descriptions with potential typos or incorrect terminology. Excels at translating non-technical or semi-technical descriptions into production-quality code.

4k tokens
Sales Automator
by christophacham

Draft cold emails, follow-ups, and proposal templates. Creates pricing pages, case studies, and sales scripts. Use PROACTIVELY for sales outreach or lead nurturing. '

379 tokens
Salesforce Development
by christophacham

Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and Salesforce DX with scratch orgs and 2nd ...

392 tokens
SEO Audit
by christophacham

Diagnose and audit SEO issues affecting crawlability, indexation, rankings, and organic performance.

3k tokens
SEO Cannibalization Detector
by christophacham

Analyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use PROACTIVELY when reviewing similar content.

812 tokens
SEO Content Auditor
by christophacham

Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established guidelines.

640 tokens
SEO Content Planner
by christophacham

Creates comprehensive content outlines and topic clusters for SEO. Plans content calendars and identifies topic gaps. Use PROACTIVELY for content strategy and planning. '

655 tokens
SEO Content Refresher
by christophacham

Identifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating. Use PROACTIVELY for older content.

782 tokens
SEO Content Writer
by christophacham

Writes SEO-optimized content based on provided keywords and topic briefs. Creates engaging, comprehensive content following best practices. Use PROACTIVELY for content creation tasks.

648 tokens
SEO Forensic Incident Response
by christophacham

Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan.

2k tokens
SEO Fundamentals
by christophacham

Core principles of SEO including E-E-A-T, Core Web Vitals, technical foundations, content quality, and how modern search engines evaluate pages.

3k tokens scripts
SEO Geo Optimize
by christophacham

Audits and automatically implements SEO, local SEO (Geo/Schema.org), and Social Graph structured data across web projects according to modern best practices.

1k tokens
SEO Keyword Strategist
by christophacham

Analyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents over-optimization. Use PROACTIVELY for content optimization.

707 tokens

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.