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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. 86 696 files from 2 113 authors, of which 68 413 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.

68 413
unique skills
out of 86 696 files found on GitHub
18 283
are copies
same content, someone else's repository
1 744
tokens, median
what a typical skill costs you in context
8 409
name collisions
two skills with one name cannot sit side by side

4 441–4 500 of 68 413

page 75 of 1 141
Top Web Vulnerabilities
by ComeOnOliver
×1

This skill should be used when the user asks to \"identify web application vulnerabilities\", \"explain common security flaws\", \"understand vulnerability categories\", \"learn about inject...

6k tokens
Trello Automation
by ComeOnOliver
×1

Automate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically.

1.9k tokens needs MCP
UI Ux Pro Max
by ComeOnOliver
×1

UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient. Integrations: shadcn/ui MCP for component search and examples.

3.3k tokens scripts
Web Security Testing
by ComeOnOliver
×1

Web application security testing workflow for OWASP Top 10 vulnerabilities including injection, XSS, authentication flaws, and access control issues.

1k tokens
Webflow Automation
by ComeOnOliver
×1

Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas.

2.8k tokens needs MCP
Wiki Architect
by ComeOnOliver
×1

Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate documentation, map a codebase structure, or understand a project's architecture at a high level.

688 tokens
Wiki Changelog
by ComeOnOliver
×1

Analyzes git commit history and generates structured changelogs categorized by change type. Use when the user asks about recent changes, wants a changelog, or needs to understand what changed in the repository.

255 tokens
Wiki Onboarding
by ComeOnOliver
×1

Generates two complementary onboarding guides — a Principal-Level architectural deep-dive and a Zero-to-Hero contributor walkthrough. Use when the user wants onboarding documentation for a codebase.

998 tokens
Wiki Page Writer
by ComeOnOliver
×1

Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentation, generating wiki pages, creating technical deep-dives, or documenting specific components or systems.

695 tokens
Wiki QA
by ComeOnOliver
×1

Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help navigating the codebase.

283 tokens
Wiki Researcher
by ComeOnOliver
×1

Conducts multi-turn iterative deep research on specific topics within a codebase with zero tolerance for shallow analysis. Use when the user wants an in-depth investigation, needs to understand how something works across multiple files, or asks for comprehensive analysis of a specific system or pattern.

803 tokens
Wiki Vitepress
by ComeOnOliver
×1

Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Use when the user wants to create a browsable website from generated wiki pages.

1.1k tokens
Wireshark Analysis
by ComeOnOliver
×1

This skill should be used when the user asks to \"analyze network traffic with Wireshark\", \"capture packets for troubleshooting\", \"filter PCAP files\", \"follow TCP/UDP streams\", \"dete...

3k tokens
Wireshark Network Traffic Analysis
by ComeOnOliver
×1

This skill should be used when the user asks to "analyze network traffic with Wireshark", "capture packets for troubleshooting", "filter PCAP files", "follow TCP/UDP streams", "detect network anomalies", "investigate suspicious traffic", or "perform protocol analysis". It provides comprehensive techniques for network packet capture, filtering, and analysis using Wireshark.

3k tokens
Wordpress Plugin Development
by ComeOnOliver
×1

WordPress plugin development workflow covering plugin architecture, hooks, admin interfaces, REST API, and security best practices.

1.1k tokens
Wordpress Theme Development
by ComeOnOliver
×1

WordPress theme development workflow covering theme architecture, template hierarchy, custom post types, block editor support, and responsive design.

1k tokens
Wordpress Woocommerce Development
by ComeOnOliver
×1

WooCommerce store development workflow covering store setup, payment integration, shipping configuration, and customization.

1k tokens
Wordpress
by ComeOnOliver
×1

Complete WordPress development workflow covering theme development, plugin creation, WooCommerce integration, performance optimization, and security hardening.

2k tokens
Wrike Automation
by ComeOnOliver
×1

Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas.

2.3k tokens needs MCP
Writer
by ComeOnOliver
×1

Document creation, format conversion (ODT/DOCX/PDF), mail merge, and automation with LibreOffice Writer.

1.3k tokens
XLSX Official
by ComeOnOliver
×1

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, ....

2.6k tokens scripts
Xss HTML Injection
by ComeOnOliver
×1

This skill should be used when the user asks to \"test for XSS vulnerabilities\", \"perform cross-site scripting attacks\", \"identify HTML injection flaws\", \"exploit client-side injection...

3.3k tokens
Youtube Summarizer
by ComeOnOliver
×1

Extract transcripts from YouTube videos and generate comprehensive, detailed summaries using intelligent analysis frameworks

3.1k tokens scripts
Zoom Automation
by ComeOnOliver
×1

Automate Zoom meeting creation, management, recordings, webinars, and participant tracking via Rube MCP (Composio). Always search tools first for current schemas.

2.7k tokens needs MCP
Zustand Store Ts
by ComeOnOliver
×1

Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creating global stores, or implementing reactive state patterns with Zustand.

424 tokens
Skill Creator
by ComeOnOliver
×1

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Codex's capabilities with specialized knowledge, workflows, or tool integrations.

4.6k tokens scripts
Skywork Design
by ComeOnOliver
×1

Generate or edit images via backend Skywork Image API. Use for any image creation, poster design, logo design, visual asset generation, or image modification request. Supports text-to-image and image-to-image editing with aspect ratio and resolution control.

1.9k tokens scripts
Skywork Document
by ComeOnOliver
×1

Generate professional documents in multiple formats (docx, pdf, html, md) from scratch or based on user files. Supports web search for up-to-date content. Use when the expected output is longer than a short answer and benefits from structure and formatting. Do NOT use for short plain-text answers, code files, or casual Q&A.

2.5k tokens scripts
Skywork Excel
by ComeOnOliver
×1

Excel generator with AI-powered data analysis, charts, formulas, and web search. Create spreadsheets, analyze CSV/Excel/PDF files, generate HTML reports, and get real-time data.

5.6k tokens scripts
Skywork Ppt
by ComeOnOliver
×1

Generate PPTs from topics or templates, edit existing presentations via natural language, or perform local file operations (delete/reorder/merge slides). Trigger on requests to create, modify, or manipulate .pptx files. Built on Nano Banana 2. Requires Python 3.8+.

2k tokens scripts
Skywork Search
by ComeOnOliver
×1

Search the web for real-time information using the Skywork web search API. Use this skill whenever the user needs up-to-date information from the internet — for example, researching a topic, looking up recent events, finding facts or statistics, gathering material for a document or presentation, or answering questions that require current data. Also trigger when the user says things like "search for", "look up", "find information about", "what's the latest on", or any request that implies needing information beyond your training data.

967 tokens scripts
Sleek Design Mobile Apps
by ComeOnOliver
×1

Use when the user wants to design a mobile app, create screens, build UI, or interact with their Sleek projects. Covers high-level requests ("design an app that does X") and specific ones ("list my projects", "create a new project", "screenshot that screen").

3.8k tokens
Skill Marketplace Publisher
by ComeOnOliver
×1

Publish a Codex or Claude skill to Skillstore, SkillMap, or similar public skill marketplaces. Use when you need to audit a skill for public safety, build a public package, create a public GitHub repo, or submit a repo URL to marketplace intake endpoints.

1.6k tokens scripts
Crawl4ai
by ComeOnOliver
×1

This skill should be used when users need to scrape websites, extract structured data, handle JavaScript-heavy pages, crawl multiple URLs, or build automated web data pipelines. Includes optimized extraction patterns with schema generation for efficient, LLM-free extraction.

2.4k tokens scripts
Patchright Skill
by ComeOnOliver
×1

Patchright-based browser automation with bot detection bypass. Use when Claude needs to interact with local web applications, test localhost/dev servers, take screenshots, or perform UI interactions on private networks. Ideal for QA automation, frontend debugging, E2E testing, and pre-deployment verification on local development environments.

1.6k tokens scripts
Ask Graphql MCP
by ComeOnOliver
×1

Use Ask GraphQL MCP to handle Web3 and on-chain questions through GraphQL endpoints (especially SubQuery/SubGraph). Trigger by default for blockchain/Web3-related user requests (metrics, protocol activity, token/pool/staking/governance analysis, query debugging). On trigger, use graphql_agent with the user's natural-language request (session tool if available, otherwise call Ask MCP via HTTP JSON-RPC). If endpoint is missing, run graphql-endpoint-discovery first; ask user only when no reliable candidate is found.

1.6k tokens
Game Test Case Generator
by ComeOnOliver
×1

基于需求文档(xls/csv)生成专业游戏测试用例,支持完整用例和快速测试点两种模式。当用户提到"游戏测试"、"测试用例生成"、"需求转测试用例"、上传需求文档或原型时使用此技能。

2.5k tokens scripts zh
Mermaid Diagrams
by ComeOnOliver
×1

Comprehensive guide for creating software diagrams using Mermaid syntax. Use when users need to create, visualize, or document software through diagrams including class diagrams (domain modeling, object-oriented design), sequence diagrams (application flows, API interactions, code execution), flowcharts (processes, algorithms, user journeys), entity relationship diagrams (database schemas), C4 architecture diagrams (system context, containers, components), state diagrams, git graphs, pie charts, gantt charts, or any other diagram type. Triggers include requests to "diagram", "visualize", "model", "map out", "show the flow", or when explaining system architecture, database design, code structure, or user/application flows.

1.8k tokens
Seedance
by ComeOnOliver
×1

This skill should be used when the user asks to "generate video prompts", "create Seedance prompts", "write video descriptions", mentions "Seedance", "seedance", "即梦", "即梦平台", "视频提示词", "视频生成", "AI视频", "短剧", "广告视频", "视频延长", or discusses video prompt engineering, AI video generation, or Seedance 2.0 workflows.

5.8k tokens zh
Audit Website
by ComeOnOliver
×1

Audit websites for SEO, technical, content, and security issues using squirrelscan CLI. Returns LLM-optimized reports with health scores, broken links, meta tag analysis, and actionable recommendations. Use when analyzing websites, debugging SEO issues, or checking site health.

2.8k tokens
Steel Browser
by ComeOnOliver
×1

>- site navigation, scraping, structured extraction, screenshots/PDFs, form flows, and anti-bot-sensitive automation. Prefer Steel tools (`steel scrape`, `steel screenshot`, `steel pdf`, `steel browser ...`) over generic fetch/search approaches when reliability matters. Trigger even if the user does not mention Steel. Skip only when the task must run against local-only apps (for example localhost QA) or private network targets unavailable from Steel cloud sessions.

2k tokens
Ralph Tui Create Beads Rust
by ComeOnOliver
×1

Convert PRDs to beads for ralph-tui execution using beads-rust (br CLI). Creates an epic with child beads for each user story. Use when you have a PRD and want to use ralph-tui with beads-rust as the task source. Triggers on: create beads, convert prd to beads, beads for ralph, ralph beads, br beads.

2.8k tokens
Ralph Tui Create Beads
by ComeOnOliver
×1

Convert PRDs to beads for ralph-tui execution. Creates an epic with child beads for each user story. Use when you have a PRD and want to use ralph-tui with beads as the task source. Triggers on: create beads, convert prd to beads, beads for ralph, ralph beads.

2.6k tokens
Ralph Tui Create JSON
by ComeOnOliver
×1

Convert PRDs to prd.json format for ralph-tui execution. Creates JSON task files with user stories, acceptance criteria, and dependencies. Triggers on: create prd.json, convert to json, ralph json, create json tasks.

2.6k tokens
Ralph Tui Prd
by ComeOnOliver
×1

Generate a Product Requirements Document (PRD) for ralph-tui task orchestration. Creates PRDs with user stories that can be converted to beads issues or prd.json for automated execution. Triggers on: create a prd, write prd for, plan this feature, requirements for, spec out.

2.4k tokens
Agent Browser
by ComeOnOliver
×1

Browser automation CLI for AI agents. Use for website interaction, form automation, screenshots, scraping, and web app verification. Prefer snapshot refs (@e1, @e2) for deterministic actions.

1.1k tokens scripts
Agentic Workflow
by ComeOnOliver
×1

Practical AI agent workflows and productivity techniques. Provides optimized patterns for daily development tasks such as commands, shortcuts, Git integration, MCP usage, and session management.

1.7k tokens
API Design
by ComeOnOliver
×1

Design RESTful and GraphQL APIs following best practices. Use when creating new APIs, refactoring existing endpoints, or documenting API specifications. Handles OpenAPI, REST, GraphQL, versioning.

1.8k tokens
API Documentation
by ComeOnOliver
×1

Create comprehensive API documentation for developers. Use when documenting REST APIs, GraphQL schemas, or SDK methods. Handles OpenAPI/Swagger, interactive docs, examples, and API reference guides.

2.2k tokens
Authentication Setup
by ComeOnOliver
×1

Design and implement authentication and authorization systems. Use when setting up user login, JWT tokens, OAuth, session management, or role-based access control. Handles password security, token management, SSO integration.

5.1k tokens
Backend Testing
by ComeOnOliver
×1

Write comprehensive backend tests including unit tests, integration tests, and API tests. Use when testing REST APIs, database operations, authentication flows, or business logic. Handles Jest, Pytest, Mocha, testing strategies, mocking, and test coverage.

5.8k tokens
Bmad Orchestrator
by ComeOnOliver
×1

Orchestrates BMAD workflows for structured AI-driven development. Routes work across Analysis, Planning, Solutioning, and Implementation phases.

1.4k tokens scripts
Changelog Maintenance
by ComeOnOliver
×1

Maintain a clear and informative changelog for software releases. Use when documenting version changes, tracking features, or communicating updates to users. Handles semantic versioning, changelog formats, and release notes.

1.8k tokens
Code Refactoring
by ComeOnOliver
×1

Simplify and refactor code while preserving behavior, improving clarity, and reducing complexity. Use when simplifying complex code, removing duplication, or applying design patterns. Handles Extract Method, DRY principle, SOLID principles, behavior validation, and refactoring patterns.

2.9k tokens
Code Review
by ComeOnOliver
×1

Conduct thorough, constructive code reviews for quality and security. Use when reviewing pull requests, checking code quality, identifying bugs, or auditing security. Handles best practices, SOLID principles, security vulnerabilities, performance analysis, and testing coverage.

2.2k tokens
Codebase Search
by ComeOnOliver
×1

Search and navigate large codebases efficiently. Use when finding specific code patterns, tracing function calls, understanding code structure, or locating bugs. Handles semantic search, grep patterns, AST analysis.

2.8k tokens
Copilot Coding Agent
by ComeOnOliver
×1

GitHub Copilot Coding Agent automation. Apply the ai-copilot label to an issue → GitHub Actions auto-assigns Copilot via GraphQL → Copilot creates a Draft PR. One-click issue-to-PR pipeline.

1.5k tokens
Data Analysis
by ComeOnOliver
×1

Analyze datasets to extract insights, identify patterns, and generate reports. Use when exploring data, creating visualizations, or performing statistical analysis. Handles CSV, JSON, SQL queries, and Python pandas operations.

1.2k tokens
Database Schema Design
by ComeOnOliver
×1

Design and optimize database schemas for SQL and NoSQL databases. Use when creating new databases, designing tables, defining relationships, indexing strategies, or database migrations. Handles PostgreSQL, MySQL, MongoDB, normalization, and performance optimization.

5k tokens
Debugging
by ComeOnOliver
×1

Systematically debug code issues using proven methodologies. Use when encountering errors, unexpected behavior, or performance problems. Handles error analysis, root cause identification, debugging strategies, and fix verification.

1.6k 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: 13 362 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 86 696 files found on GitHub, 68 413 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 in stages. Its name and description stay in the model's context all the time; the body of SKILL.md is read when the skill is used; other files in the folder, such as references, scripts and fonts, are opened only when the skill asks for them. The number we show is SKILL.md, the part every use pays for. A big folder is not a big cost: one official skill ships 83 font files, and none of them ever enters the context.
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: 8 409 skills here share a name with another skill, and two of them cannot sit side by side.