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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

45 061–45 120 of 61 913

page 752 of 1 032
Fillout Forms Automation
by christophacham

Automate Fillout tasks via Rube MCP (Composio): forms, submissions, workflows, and form builder. Always search tools first for current schemas.

1k tokens needs MCP
Form Cro
by christophacham

Optimize any form that is NOT signup or account registration — including lead capture, contact, demo request, application, survey, quote, and checkout forms.

2k tokens
Formbricks Automation
by christophacham

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

741 tokens needs MCP
Formcarry Automation
by christophacham

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

738 tokens needs MCP
Formdesk Automation
by christophacham

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

734 tokens needs MCP
Formsite Automation
by christophacham

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

734 tokens needs MCP
Framework Migration Code Migrate
by christophacham

You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and

9k tokens
Getform Automation
by christophacham

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

730 tokens needs MCP
Hig Platforms
by christophacham

Apple Human Interface Guidelines for platform-specific design.

16k tokens
Hr Pro
by christophacham

Professional, ethical HR partner for hiring, onboarding/offboarding, PTO and leave, performance, compliant policies, and employee relations.

2k tokens
Hundred Million Offers
by christophacham

Create irresistible offers using the Value Equation, bonus stacking, risk-reversing guarantees, and ethical scarcity. Use when the user mentions "pricing strategy", "irresistible offer", "bonuses and guarantees", "value-to-price ratio", or "offer naming". Covers the MAGIC naming formula and starving-crowd targeting. For product positioning, see obviously-awesome. For outbound sales, see predictable-revenue.

41k tokens
Impress
by christophacham

Presentation creation, format conversion (ODP/PPTX/PDF), slide automation with LibreOffice Impress.

1k tokens
Invoice Organizer
by christophacham

Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders. Turns hours of manual bookkeeping into minutes of automated organization.

3k tokens
Jotform Automation
by christophacham

Automate Jotform form listing, user management, activity history, folder organization, and plan inspection through natural language commands

1k tokens needs MCP
Julia Pro
by christophacham

Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices.

2k tokens
Lint And Validate
by christophacham

Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, v...

3k tokens scripts
Logistics Exception Management
by christophacham

Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes. Informed by logistics professionals with 15+ years operational experience.

64k tokens
Maintain Cross Platform
by christophacham

Use when preparing releases, validating cross-platform compatibility, or updating installation infrastructure. Meta-skill for maintaining AgentSys's 3-platform architecture.

7k tokens
Multi Platform Apps Multi Platform
by christophacham

Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies.

2k tokens
Neon Automation
by christophacham

Automate Neon serverless Postgres operations -- manage projects, branches, databases, roles, and connection URIs via the Composio MCP integration.

1k tokens needs MCP
Neon Postgres
by christophacham

Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, database branching, neon postgres, postgres...

430 tokens
Nosql Expert
by christophacham

Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems.

1k tokens
Page Cro
by christophacham

Analyze and optimize individual pages for conversion performance.

2k tokens
Performance Engineer
by christophacham

Expert performance engineer specializing in modern observability,

3k tokens
Performance Profiling
by christophacham

Performance profiling principles. Measurement, analysis, and optimization techniques.

1k tokens scripts
Playwright Automation Fill In Form
by christophacham

Automate filling in a form using Playwright MCP

162 tokens
Postgres Best Practices
by christophacham

Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.

25k tokens
Power Bi Performance Troubleshooting
by christophacham

Systematic Power BI performance troubleshooting prompt for identifying, diagnosing, and resolving performance issues in Power BI models, reports, and queries.

3k tokens
Power Platform MCP Connector Suite
by christophacham

Generate complete Power Platform custom connector with MCP integration for Copilot Studio - includes schema generation, troubleshooting, and validation

2k tokens
Prisma Automation
by christophacham

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

726 tokens needs MCP
Prisma Expert
by christophacham

Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, re...

3k tokens
Python Performance Optimization
by christophacham

Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.

6k tokens
Quality Nonconformance
by christophacham

Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing.

46k tokens
Fpf:query
by christophacham

Search the FPF knowledge base and display hypothesis details with assurance information

868 tokens
Renderform Automation
by christophacham

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

741 tokens needs MCP
Schema Markup
by christophacham

Design, validate, and optimize schema.org structured data for eligibility, correctness, and measurable SEO impact.

2k tokens
Ddd:setup Code Formating
by christophacham

Sets up code formatting rules and style guidelines in CLAUDE.md

152 tokens
Shodan Reconnaissance
by christophacham

This skill should be used when the user asks to \"search for exposed devices on the internet,\" \"perform Shodan reconnaissance,\" \"find vulnerable services using Shodan,\" \"scan IP ranges...

3k tokens
SQL Optimization Patterns
by christophacham

Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database...

4k tokens
SQL Pro
by christophacham

Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid analytical systems.

2k tokens
Sqlmap Database Pentesting
by christophacham

This skill should be used when the user asks to \"automate SQL injection testing,\" \"enumerate database structure,\" \"extract database credentials using sqlmap,\" \"dump tables and columns...

3k tokens
Stormglass Io Automation
by christophacham

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

753 tokens needs MCP
Supabase Automation
by christophacham

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
Tapform Automation
by christophacham

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

730 tokens needs MCP
Transloadit Media Processing
by christophacham

Process media files (video, audio, images, documents) using Transloadit. Use when asked to encode video to HLS/MP4, generate thumbnails, resize or watermark images, extract audio, concatenate clips, add subtitles, OCR documents, or run any media processing pipeline. Covers 86+ processing robots for file transformation at scale.

1k tokens
Using Neon
by christophacham

Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/...

1k tokens
Vector Database Engineer
by christophacham

Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar

577 tokens
Vector Index Tuning
by christophacham

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.

4k tokens
Videodb Skills
by christophacham

Upload, stream, search, edit, transcribe, and generate AI video and audio using the VideoDB SDK.

859 tokens
Writer
by christophacham

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

1k tokens
00 Andruia Consultant
by christophacham

Arquitecto de Soluciones Principal y Consultor Tecnológico de Andru.ia. Diagnostica y traza la hoja de ruta óptima para proyectos de IA en español.

723 tokens
10 Andruia Skill Smith
by christophacham

Ingeniero de Sistemas de Andru.ia. Diseña, redacta y despliega nuevas habilidades (skills) dentro del repositorio siguiendo el Estándar de Diamante.

557 tokens
20 Andruia Niche Intelligence
by christophacham

Estratega de Inteligencia de Dominio de Andru.ia. Analiza el nicho específico de un proyecto para inyectar conocimientos, regulaciones y estándares únicos del sector. Actívalo tras definir el nicho.

893 tokens
Android UI Verification
by christophacham

Automated end-to-end UI testing and verification on an Android Emulator using ADB.

935 tokens scripts
App Builder
by christophacham

Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.

11k tokens
Artifacts Builder
by christophacham

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

770 tokens
Ask Questions If Underspecified
by christophacham

Clarify requirements before implementing. Use when serious doubts arise.

996 tokens
Auditor Quiz
by christophacham

Generate and administer interactive knowledge quizzes for security auditors based on repository documentation and code. Use when an auditor needs to be tested on their understanding of a codebase, protocol mechanics, security considerations, potential vulnerabilities, or core functionality. Triggers include requests like "quiz me on", "test my knowledge", "generate a quiz", or when preparing for security audits and code reviews.

2k tokens
Avalonia Zafiro Development
by christophacham

Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit.

2k tokens
Backtesting Frameworks
by christophacham

Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strateg...

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: 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.