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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

45 181–45 240 of 61 913

page 754 of 1 032
QuickBooks Automation
by christophacham

QuickBooks Automation: manage invoices, customers, accounts, and payments in QuickBooks Online for streamlined bookkeeping

1k tokens needs MCP
Radix UI Design System
by christophacham

Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries.

9k tokens
Recruitee Automation
by christophacham

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

738 tokens needs MCP
Refactoring UI
by christophacham

Audit and fix visual hierarchy, spacing, color, and depth in web UIs. Use when the user mentions "my UI looks off", "fix the design", "Tailwind styling", "color palette", or "visual hierarchy". Covers grayscale-first workflow, constrained design scales, shadows, and component styling. For typeface selection, see web-typography. For usability audits, see ux-heuristics.

18k tokens
Reference Builder
by christophacham

Creates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable reference materials.

1k tokens
Remotion Best Practices
by christophacham

Best practices for Remotion - Video creation in React

19k tokens
Repo Mapping
by christophacham

Use when user asks to \"create repo map\", \"generate repo map\", \"update repo map\", \"repo map status\", or \"map symbols/imports\". Builds and validates an AST-based repo map using ast-grep.

585 tokens
Risk Metrics Calculation
by christophacham

Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.

5k tokens
Slack Bot Builder
by christophacham

Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and W...

2k tokens
Smartrecruiters Automation
by christophacham

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

760 tokens needs MCP
Snowflake Semanticview
by christophacham

Create, alter, and validate Snowflake semantic views using Snowflake CLI (snow). Use when asked to build or troubleshoot semantic views/semantic layer definitions with CREATE/ALTER SEMANTIC VIEW, to validate semantic-view DDL against Snowflake via CLI, or to guide Snowflake CLI installation and connection setup.

1k tokens
Software Design Philosophy
by christophacham

Manage software complexity through deep modules, information hiding, and strategic programming. Use when the user mentions "module design", "API too complex", "shallow class", "complexity budget", or "strategic vs tactical". Covers deep vs shallow modules, red flags for complexity, and comments as design documentation. For code quality, see clean-code. For boundaries, see clean-architecture.

25k tokens
Stitch UI Design
by christophacham

Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, generate mobile/web designs, or needs help cra...

11k tokens
Swiftui Expert Skill
by christophacham

Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, modern APIs, Swift concurrency, and iOS 26+ Liquid Glass adoption. Use when buil...

3k tokens
System Design
by christophacham

Design scalable distributed systems using structured approaches for load balancing, caching, database scaling, and message queues. Use when the user mentions "system design", "scale this", "high availability", "rate limiter", or "design a URL shortener". Covers common system designs and back-of-the-envelope estimation. For data fundamentals, see ddia-systems. For resilience, see release-it.

22k tokens
Team Composition Analysis
by christophacham

This skill should be used when the user asks to \\\"plan team structure", "determine hiring needs", "design org chart", "calculate compensation", "plan equity allocation", or requests...

3k tokens
Telegram Bot Builder
by christophacham

Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategie...

2k tokens
Tool Design
by christophacham

Build tools that agents can use effectively, including architectural reduction patterns

4k tokens
Top Design
by christophacham

Create award-winning, immersive web experiences at the level of Awwwards-featured agencies. Use when the user mentions "premium website", "portfolio site", "scroll animations", "Awwwards quality", or "brand experience". Covers dramatic typography, purposeful motion, scroll-based composition, and performance-optimized animation. For foundational UI, see refactoring-ui. For type selection, see web-typography.

23k tokens
Trigger Dev
by christophacham

Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when: trigger.dev, trigger dev, background ta...

613 tokens
Turborepo Caching
by christophacham

Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.

2k tokens
UI Skills
by christophacham

Opinionated, evolving constraints to guide agents when building interfaces

168 tokens
UI Ux Designer
by christophacham

Create interface designs, wireframes, and design systems. Masters user research, accessibility standards, and modern design tools.

2k tokens
UI Ux Pro Max
by christophacham

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, cr...

106k tokens scripts
UI Visual Validator
by christophacham

Rigorous visual validation expert specializing in UI testing, design system compliance, and accessibility verification.

2k tokens
Update Implementation Plan
by christophacham

Update an existing implementation plan file with new or update requirements to provide new features, refactoring existing code or upgrading packages, design, architecture or infrastructure.

2k tokens
Update Specification
by christophacham

Update an existing specification file for the solution, optimized for Generative AI consumption based on new requirements or updates to any existing code.

1k tokens
Upgrading Expo
by christophacham

Guidelines for upgrading Expo SDK versions and fixing dependency issues

2k tokens
Using Superpowers
by christophacham

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

1k tokens
Ux Heuristics
by christophacham

Evaluate and improve interface usability using heuristic analysis. Use when the user mentions "usability audit", "UX review", "users are confused", "heuristic evaluation", "form usability", or "navigation problems". Covers Nielsen''s 10 heuristics, severity ratings, and information architecture. For visual design fixes, see refactoring-ui. For conversion-focused audits, see cro-methodology.

21k tokens
Validate Delivery
by christophacham

Use when user asks to \"validate delivery\", \"check readiness\", or \"verify completion\". Runs tests, build, and requirement checks with pass/fail instructions.

1k tokens
Viral Generator Builder
by christophacham

Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanic...

1k tokens
Vscode Ext Commands
by christophacham

Guidelines for contributing commands in VS Code extensions. Indicates naming convention, visibility, localization and other relevant attributes, following VS Code extension development guidelines, libraries and good practices

386 tokens
Vscode Ext Localization
by christophacham

Guidelines for proper localization of VS Code extensions, following VS Code extension development guidelines, libraries and good practices

368 tokens
Wiki Vitepress
by christophacham

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 browsa...

1k tokens
Wordpress Theme Development
by christophacham

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

1k tokens
Appdeploy
by christophacham

Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl.

2k tokens
Automate Whatsapp
by christophacham

Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automatin...

3k tokens
AWS Compliance Checker
by christophacham

Automated compliance checking against CIS, PCI-DSS, HIPAA, and SOC 2 benchmarks

4k tokens
AWS Cost Cleanup
by christophacham

Automated cleanup of unused AWS resources to reduce costs

2k tokens
AWS Cost Optimizer
by christophacham

Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer

2k tokens
AWS Iam Best Practices
by christophacham

IAM policy review, hardening, and least privilege implementation

3k tokens
AWS Secrets Rotation
by christophacham

Automate AWS secrets rotation for RDS, API keys, and credentials

3k tokens
AWS Skills
by christophacham

AWS development with infrastructure automation and cloud architecture patterns

173 tokens
AWS Strands
by christophacham

Build AI agents with Strands Agents SDK. Use when developing model-agnostic agents, implementing ReAct patterns, creating multi-agent systems, or building production agents on AWS. Triggers on Strands, Strands SDK, model-agnostic agent, ReAct agent.

1k tokens
Azd Deployment
by christophacham

Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Cont...

2k tokens
Azure Appconfiguration Java
by christophacham

Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots.

3k tokens
Azure Appconfiguration Py
by christophacham

Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings.

1k tokens
Azure Appconfiguration Ts
by christophacham

Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, Key Vault references, dynamic refresh, o...

2k tokens
Azure Communication Callautomation Java
by christophacham

Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-...

2k tokens
Azure Communication Chat Java
by christophacham

Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts, typing notifications, or real-time cha...

2k tokens
Azure Communication Common Java
by christophacham

Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services.

2k tokens
Azure Communication Sms Java
by christophacham

Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports.

2k tokens
Azure Compute Batch Java
by christophacham

Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes.

3k tokens
Azure Containerregistry Py
by christophacham

Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories.

2k tokens
Azure Cosmos DB Py
by christophacham

Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service...

2k tokens
Azure Cosmos Java
by christophacham

Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns.

2k tokens
Azure Cosmos Py
by christophacham

Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.

2k tokens
Azure Cosmos Rust
by christophacham

Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data.

821 tokens
Azure Cosmos Ts
by christophacham

Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane operations. Use for CRUD operations on documents, queries, bulk operations, and container management.

3k 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.