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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. 79 404 files from 1 741 authors, of which 61 763 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.

61 763
unique skills
out of 79 404 files found on GitHub
17 641
are copies
same content, someone else's repository
1 737
tokens, median
what a typical skill costs you in context
7 882
name collisions
two skills with one name cannot sit side by side

54 241–54 300 of 61 763

page 905 of 1 030
Ascii Art Diagram Creator
by ComeOnOliver

| Ascii Art Diagram Creator - Auto-activating skill for Visual Content. Part of the Visual Content skill category.

330 tokens
Assemblyai CI Integration
by ComeOnOliver

| Configure AssemblyAI CI/CD integration with GitHub Actions and testing. Use when setting up automated testing, configuring CI pipelines, or integrating AssemblyAI transcription tests into your build process. Trigger with phrases like "assemblyai CI", "assemblyai GitHub Actions", "assemblyai automated tests", "CI assemblyai".

2k tokens
Assemblyai Common Errors
by ComeOnOliver

| Diagnose and fix AssemblyAI common errors and exceptions. Use when encountering AssemblyAI errors, debugging failed transcriptions, or troubleshooting streaming and LeMUR issues. Trigger with phrases like "assemblyai error", "fix assemblyai", "assemblyai not working", "debug assemblyai", "transcription failed".

2k tokens
Assemblyai Core Workflow A
by ComeOnOliver

| Use when transcribing audio/video files, enabling speaker diarization, sentiment analysis, entity detection, PII redaction, or content moderation. Trigger with phrases like "assemblyai transcribe", "assemblyai transcription", "transcribe audio", "speaker diarization assemblyai".

2k tokens
Assemblyai Core Workflow B
by ComeOnOliver

| Execute AssemblyAI streaming transcription and LeMUR workflows. Use when implementing real-time speech-to-text, live captions, voice agents, or LLM-powered audio analysis with LeMUR. Trigger with phrases like "assemblyai streaming", "assemblyai real-time", "assemblyai live transcription", "assemblyai LeMUR", "assemblyai summarize audio".

2k tokens
Assemblyai Cost Tuning
by ComeOnOliver

| Optimize AssemblyAI costs through model selection, feature budgeting, and usage monitoring. Use when analyzing AssemblyAI billing, reducing transcription costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "assemblyai cost", "assemblyai billing", "reduce assemblyai costs", "assemblyai pricing", "assemblyai budget".

2k tokens
Assemblyai Debug Bundle
by ComeOnOliver

| Collect AssemblyAI debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for AssemblyAI problems. Trigger with phrases like "assemblyai debug", "assemblyai support bundle", "collect assemblyai logs", "assemblyai diagnostic".

2k tokens
Assemblyai Deploy Integration
by ComeOnOliver

| Deploy AssemblyAI integrations to Vercel, Cloud Run, and Fly.io platforms. Use when deploying AssemblyAI-powered transcription services to production, configuring platform-specific secrets, or setting up webhook endpoints. Trigger with phrases like "deploy assemblyai", "assemblyai Vercel", "assemblyai production deploy", "assemblyai Cloud Run", "assemblyai Fly.io".

2k tokens
Assemblyai Hello World
by ComeOnOliver

| Create a minimal working AssemblyAI transcription example. Use when starting a new AssemblyAI integration, testing your setup, or learning basic transcription patterns. Trigger with phrases like "assemblyai hello world", "assemblyai example", "assemblyai quick start", "simple assemblyai transcription".

1k tokens
Assemblyai Install Auth
by ComeOnOliver

| Install and configure AssemblyAI SDK authentication. Use when setting up a new AssemblyAI integration, configuring API keys, or initializing the assemblyai npm package in your project. Trigger with phrases like "install assemblyai", "setup assemblyai", "assemblyai auth", "configure assemblyai API key".

970 tokens
Assemblyai Local Dev Loop
by ComeOnOliver

| Configure AssemblyAI local development with hot reload and testing. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle with AssemblyAI. Trigger with phrases like "assemblyai dev setup", "assemblyai local development", "assemblyai dev environment", "develop with assemblyai".

2k tokens
Assemblyai Performance Tuning
by ComeOnOliver

| Optimize AssemblyAI API performance with caching, parallel processing, and model selection. Use when experiencing slow transcriptions, implementing caching strategies, or optimizing throughput for batch transcription workloads. Trigger with phrases like "assemblyai performance", "optimize assemblyai", "assemblyai latency", "assemblyai caching", "assemblyai slow", "assemblyai batch".

2k tokens
Assemblyai Prod Checklist
by ComeOnOliver

| Execute AssemblyAI production deployment checklist and rollback procedures. Use when deploying AssemblyAI integrations to production, preparing for launch, or implementing go-live procedures for transcription services. Trigger with phrases like "assemblyai production", "deploy assemblyai", "assemblyai go-live", "assemblyai launch checklist".

2k tokens
Assemblyai Rate Limits
by ComeOnOliver

| Implement AssemblyAI rate limiting, backoff, and queue-based throttling. Use when handling rate limit errors, implementing retry logic, or managing concurrent transcription throughput. Trigger with phrases like "assemblyai rate limit", "assemblyai throttling", "assemblyai 429", "assemblyai retry", "assemblyai backoff".

2k tokens
Assemblyai Reference Architecture
by ComeOnOliver

| Implement AssemblyAI reference architecture with best-practice project layout. Use when designing new AssemblyAI transcription services, reviewing project structure, or building production-grade speech-to-text applications. Trigger with phrases like "assemblyai architecture", "assemblyai best practices", "assemblyai project structure", "how to organize assemblyai", "assemblyai design".

3k tokens
Assemblyai SDK Patterns
by ComeOnOliver

| Apply production-ready AssemblyAI SDK patterns for TypeScript and Python. Use when implementing AssemblyAI integrations, refactoring SDK usage, or establishing team coding standards for transcription workflows. Trigger with phrases like "assemblyai SDK patterns", "assemblyai best practices", "assemblyai code patterns", "idiomatic assemblyai".

2k tokens
Assemblyai Security Basics
by ComeOnOliver

| Apply AssemblyAI security best practices for API keys, PII, and access control. Use when securing API keys, implementing PII redaction, or configuring temporary tokens for browser-side streaming. Trigger with phrases like "assemblyai security", "assemblyai secrets", "secure assemblyai", "assemblyai API key security", "assemblyai PII".

1k tokens
Assemblyai Upgrade Migration
by ComeOnOliver

| Analyze, plan, and execute AssemblyAI SDK upgrades with breaking change detection. Use when upgrading the assemblyai npm package, migrating from the old SDK, or switching between speech models (Best, Nano, Universal). Trigger with phrases like "upgrade assemblyai", "assemblyai migration", "assemblyai breaking changes", "update assemblyai SDK".

2k tokens
Assemblyai Webhooks Events
by ComeOnOliver

| Implement AssemblyAI webhook handling for transcription completion events. Use when setting up webhook endpoints, handling transcription callbacks, or processing async transcription results via webhooks. Trigger with phrases like "assemblyai webhook", "assemblyai events", "assemblyai transcription callback", "handle assemblyai webhook".

2k tokens
Async API Caller
by ComeOnOliver

| Async Api Caller - Auto-activating skill for API Integration. Part of the API Integration skill category.

303 tokens
Attack Surface Analyzer
by ComeOnOliver

| Attack Surface Analyzer - Auto-activating skill for Security Advanced. Part of the Security Advanced skill category.

332 tokens
Attio CI Integration
by ComeOnOliver

| Configure CI/CD pipelines for Attio integrations with GitHub Actions, mock-based unit tests, and live API integration tests. "CI attio", "attio pipeline", "test attio in CI".

2k tokens
Attio Common Errors
by ComeOnOliver

| Diagnose and fix the top Attio REST API errors by HTTP status code. Real error response formats, actual error codes, and proven fixes. "attio 429", "attio 403", "attio 422", "debug attio".

2k tokens
Attio Core Workflow A
by ComeOnOliver

| Full CRUD on Attio records -- create, read, update, delete, and search across people, companies, deals, and custom objects. "update attio person", "search attio companies", "attio objects".

2k tokens
Attio Core Workflow B
by ComeOnOliver

| Manage Attio lists, entries, notes, and tasks via the REST API. Use when working with sales pipelines, kanban boards, CRM notes, or task assignments in Attio. "attio notes", "attio tasks", "add to attio list".

2k tokens
Attio Cost Tuning
by ComeOnOliver

| Optimize Attio API usage costs -- reduce request volume, select the right plan, monitor usage, and implement budget alerts. "attio pricing", "attio expensive", "attio budget", "attio usage".

2k tokens
Attio Debug Bundle
by ComeOnOliver

| Collect Attio integration diagnostic evidence -- API health, scopes, object schema, and rate limit status -- for debugging or support tickets. "collect attio logs", "attio not working debug".

2k tokens
Attio Deploy Integration
by ComeOnOliver

| Deploy Attio integrations to Vercel, Fly.io, Railway, and Cloud Run with proper secrets, health checks, and webhook endpoint configuration. "attio Cloud Run", "attio Fly.io", "attio Railway".

2k tokens
Attio Hello World
by ComeOnOliver

| Make your first Attio API calls -- list objects, create a person, query companies, and read attributes. Use when starting a new Attio integration or learning the API. "attio quick start", "try attio API".

1k tokens
Attio Install Auth
by ComeOnOliver

| Set up Attio REST API authentication with access tokens or OAuth 2.0. Use when configuring API keys, setting token scopes, initializing the Attio client, or connecting an app via OAuth. "attio OAuth", "attio access token".

1k tokens
Attio Local Dev Loop
by ComeOnOliver

| Set up a fast local development loop for Attio integrations with hot reload, mock server, and integration tests. "attio dev environment", "develop with attio", "attio project setup".

2k tokens
Attio Performance Tuning
by ComeOnOliver

| Optimize Attio API performance -- caching, batch queries, pagination strategies, connection pooling, and latency reduction. "attio latency", "attio caching", "attio batch requests".

2k tokens
Attio Prod Checklist
by ComeOnOliver

| Production readiness checklist for Attio API integrations -- auth, error handling, rate limits, health checks, monitoring, and rollback. "attio launch checklist", "attio production ready".

2k tokens
Attio Rate Limits
by ComeOnOliver

| Handle Attio API rate limits with exponential backoff, queue-based throttling, and Retry-After header parsing. "attio retry", "attio backoff", "attio too many requests".

2k tokens
Attio Reference Architecture
by ComeOnOliver

| Production reference architecture for Attio CRM integrations -- layered project structure, sync patterns, webhook processing, and multi-environment setup. "how to organize attio", "attio integration design".

3k tokens
Attio SDK Patterns
by ComeOnOliver

| retry with backoff, pagination iterators, and multi-tenant factory. "attio client wrapper", "idiomatic attio", "attio TypeScript patterns".

2k tokens
Attio Security Basics
by ComeOnOliver

| Secure Attio API integrations -- token scoping, secret management, scope auditing, webhook signature verification, and rotation procedures. "attio API key security", "attio scopes", "attio token rotation".

2k tokens
Attio Upgrade Migration
by ComeOnOliver

| Migrate between Attio API versions, handle breaking changes in the v1-to-v2 transition, and plan for future deprecations. "attio breaking changes", "attio API version", "attio deprecation".

2k tokens
Attio Webhooks Events
by ComeOnOliver

| Implement Attio v2 webhooks -- subscribe to record/list/note/task events, verify signatures, filter by object or attribute, and handle idempotently. "handle attio events", "attio notifications", "attio real-time".

2k tokens
Audit Trail Helper
by ComeOnOliver

| Audit Trail Helper - Auto-activating skill for Enterprise Workflows. Part of the Enterprise Workflows skill category.

322 tokens
Auditing Wallet Security
by ComeOnOliver

| Audit wallet security by analyzing token approvals, permissions, and transaction patterns. Use when checking wallet security, reviewing approvals, or assessing risk exposure. Trigger with phrases like "audit wallet", "check approvals", "security scan", or "revoke tokens".

2k tokens
Validating Authentication Implementations
by ComeOnOliver

| This skill enables Claude to validate authentication implementations against security best practices and industry standards. It analyzes various authentication methods, including JWT, OAuth, session-based authentication, and API keys. Use this skill when you need to perform an authentication security check, assess password policies, evaluate MFA implementation, or analyze session security. Trigger this skill with phrases like "validate authentication," "authentication check," or "authcheck."

811 tokens
Configuring Auto Scaling Policies
by ComeOnOliver

| This skill configures auto-scaling policies for applications and infrastructure. It generates production-ready configurations based on user requirements, implementing best practices for scalability and security. Use this skill when the user requests help with auto-scaling setup, high availability, or dynamic resource allocation, specifically mentioning terms like "auto-scaling," "HPA," "scaling policies," or "dynamic scaling." This skill provides complete configuration code for various platforms.

788 tokens
Automating Database Backups
by ComeOnOliver

| Automate database backup processes with scheduling, compression, and encryption. Supports PostgreSQL (pg_dump), MySQL (mysqldump), MongoDB (mongodump), and SQLite. Generates production-ready backup scripts with retention policies and restore procedures.

1k tokens
Building Automl Pipelines
by ComeOnOliver

| This skill empowers Claude to build AutoML pipelines using the automl-pipeline-builder plugin. It is triggered when the user requests the creation of an automated machine learning pipeline, specifies the use of AutoML techniques, or asks for assistance in automating the machine learning model building process. The skill analyzes the context, generates code for the ML task, includes data validation and error handling, provides performance metrics, and saves artifacts with documentation. Use this skill when the user explicitly asks to "build automl pipeline", "create automated ml pipeline", or needs help with "automating machine learning workflows".

759 tokens
Azure Ml Deployer
by ComeOnOliver

| Azure Ml Deployer - Auto-activating skill for ML Deployment. Part of the ML Deployment skill category.

309 tokens
Background Worker Creator
by ComeOnOliver

| Background Worker Creator - Auto-activating skill for Backend Development. Part of the Backend Development skill category.

336 tokens
Backlog Grooming Assistant
by ComeOnOliver

| Backlog Grooming Assistant - Auto-activating skill for Enterprise Workflows. Part of the Enterprise Workflows skill category.

346 tokens
Backtesting Trading Strategies
by ComeOnOliver

| Backtest crypto and traditional trading strategies against historical data. Calculates performance metrics (Sharpe, Sortino, max drawdown), generates equity curves, and optimizes strategy parameters. Use when user wants to test a trading strategy, validate signals, or compare approaches. Trigger with phrases like "backtest strategy", "test trading strategy", "historical performance", "simulate trades", "optimize parameters", or "validate signals".

2k tokens
Implementing Backup Strategies
by ComeOnOliver

| This skill implements backup strategies for databases and applications. It generates configuration files and setup code to ensure data protection and disaster recovery. Use this skill when the user requests to "implement backup strategy", "configure backups", "setup data recovery", or needs help with "backup automation". The skill provides production-ready configurations, best practices, and multi-platform support for database and application backups. It focuses on security and scalability.

755 tokens
Bamboohr CI Integration
by ComeOnOliver

| Configure CI/CD pipelines for BambooHR integrations with GitHub Actions, automated testing, and secret management. Use when setting up automated testing, configuring CI pipelines, or integrating BambooHR API tests into your build process. Trigger with phrases like "bamboohr CI", "bamboohr GitHub Actions", "bamboohr automated tests", "CI bamboohr", "bamboohr pipeline".

2k tokens
Bamboohr Common Errors
by ComeOnOliver

| Diagnose and fix BambooHR API errors and exceptions. Use when encountering BambooHR errors, debugging failed requests, or troubleshooting HTTP 400/401/403/404/429/500/503 responses. Trigger with phrases like "bamboohr error", "fix bamboohr", "bamboohr not working", "debug bamboohr", "bamboohr 401", "bamboohr 429".

2k tokens
Bamboohr Core Workflow A
by ComeOnOliver

| Use when managing employees, syncing employee data to external systems, or building HR data pipelines with BambooHR. Trigger with phrases like "bamboohr employees", "bamboohr employee management", "sync bamboohr directory", "bamboohr custom report", "add employee bamboohr".

2k tokens
Bamboohr Core Workflow B
by ComeOnOliver

| benefits administration, and employee files/photos. Use when managing time off, checking PTO balances, handling benefits data, or working with employee documents in BambooHR. Trigger with phrases like "bamboohr time off", "bamboohr PTO", "bamboohr benefits", "bamboohr vacation", "bamboohr files", "bamboohr leave request".

2k tokens
Bamboohr Cost Tuning
by ComeOnOliver

| Optimize BambooHR integration costs through request reduction, caching, and usage monitoring. Use when analyzing API usage patterns, reducing unnecessary calls, or implementing request budgets. Trigger with phrases like "bamboohr cost", "bamboohr usage", "reduce bamboohr calls", "bamboohr optimization", "bamboohr budget".

2k tokens
Bamboohr Debug Bundle
by ComeOnOliver

| Collect BambooHR debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for BambooHR API problems. Trigger with phrases like "bamboohr debug", "bamboohr support bundle", "collect bamboohr logs", "bamboohr diagnostic", "bamboohr troubleshoot".

2k tokens
Bamboohr Deploy Integration
by ComeOnOliver

| Deploy BambooHR integrations to Vercel, Fly.io, and Cloud Run platforms. Use when deploying BambooHR-powered applications to production, configuring platform-specific secrets, or setting up deployment pipelines. Trigger with phrases like "deploy bamboohr", "bamboohr Vercel", "bamboohr production deploy", "bamboohr Cloud Run", "bamboohr Fly.io".

2k tokens
Bamboohr Hello World
by ComeOnOliver

| Create a minimal working BambooHR example — fetch employee directory and single employee. Use when starting a new BambooHR integration, testing your setup, or learning basic BambooHR REST API patterns. Trigger with phrases like "bamboohr hello world", "bamboohr example", "bamboohr quick start", "simple bamboohr code", "first bamboohr call".

1k tokens
Bamboohr Install Auth
by ComeOnOliver

| Install and configure BambooHR API authentication with HTTP Basic Auth. Use when setting up a new BambooHR integration, configuring API keys, or initializing BambooHR REST API access in your project. Trigger with phrases like "install bamboohr", "setup bamboohr", "bamboohr auth", "configure bamboohr API key", "bamboohr credentials".

1k tokens
Bamboohr Local Dev Loop
by ComeOnOliver

| Configure BambooHR local development with hot reload, mocking, and testing. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle with BambooHR API. Trigger with phrases like "bamboohr dev setup", "bamboohr local development", "bamboohr dev environment", "develop with bamboohr", "bamboohr mock".

2k 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: 11 329 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 79 404 files found on GitHub, 61 763 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: 7 882 skills here share a name with another skill, and two of them cannot sit side by side.