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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

54 481–54 540 of 61 763

page 909 of 1 030
Clay Common Errors
by ComeOnOliver

| Diagnose and fix the most common Clay errors and integration issues. Use when encountering Clay errors, debugging failed enrichments, or troubleshooting webhook delivery problems. Trigger with phrases like "clay error", "fix clay", "clay not working", "debug clay", "clay enrichment failed", "clay webhook error".

2k tokens
Clay Core Workflow A
by ComeOnOliver

| Build a complete lead enrichment pipeline using Clay tables, webhooks, and waterfall enrichment. Use when building lead generation features, enriching prospect lists, or creating automated data enrichment workflows. Trigger with phrases like "clay lead enrichment", "clay main workflow", "enrich contacts in clay", "clay prospect list", "clay enrichment pipeline".

2k tokens
Clay Core Workflow B
by ComeOnOliver

| Use Claygent AI research and AI-powered personalization to generate outreach copy from enriched data. Use when writing personalized email openers, running Claygent research prompts, or configuring AI columns for campaign personalization at scale. Trigger with phrases like "clay AI personalization", "claygent research", "clay outreach copy", "clay secondary workflow", "clay AI column".

2k tokens
Clay Cost Tuning
by ComeOnOliver

| Optimize Clay credit spending with provider key management, waterfall tuning, and budget controls. Use when analyzing Clay costs, reducing credit consumption, or implementing spending alerts and caps. Trigger with phrases like "clay cost", "clay billing", "reduce clay costs", "clay pricing", "clay expensive", "clay budget", "clay credits".

2k tokens
Clay Data Handling
by ComeOnOliver

| Implement GDPR/CCPA-compliant data handling for Clay enrichment pipelines. Use when handling PII from enrichments, implementing data retention policies, or ensuring regulatory compliance for Clay-enriched lead data. Trigger with phrases like "clay data", "clay PII", "clay GDPR", "clay data retention", "clay privacy", "clay CCPA", "clay compliance".

2k tokens
Clay Debug Bundle
by ComeOnOliver

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

2k tokens
Clay Deploy Integration
by ComeOnOliver

| Deploy Clay-powered applications to Vercel, Cloud Run, or Docker with proper secrets management. Use when deploying Clay webhook receivers, enrichment pipelines, or CRM sync services to production infrastructure. Trigger with phrases like "deploy clay", "clay Vercel", "clay production deploy", "clay Cloud Run", "clay Docker", "host clay integration".

2k tokens
Clay Enterprise Rbac
by ComeOnOliver

| Configure Clay workspace roles, team access control, and credit budget allocation. Use when managing team access to Clay tables, setting per-user credit budgets, or configuring workspace-level permissions for Clay. Trigger with phrases like "clay SSO", "clay RBAC", "clay enterprise", "clay roles", "clay permissions", "clay team access", "clay workspace".

2k tokens
Clay Hello World
by ComeOnOliver

| Send your first record to Clay and get enriched data back. Use when starting a new Clay integration, testing webhook setup, or verifying that enrichment columns are working. Trigger with phrases like "clay hello world", "clay example", "clay quick start", "first clay enrichment", "test clay webhook".

1k tokens
Clay Incident Runbook
by ComeOnOliver

| Execute Clay incident response procedures for enrichment failures, credit exhaustion, and data flow outages. Use when Clay enrichments stop working, webhook delivery fails, or CRM sync breaks in production. Trigger with phrases like "clay incident", "clay outage", "clay down", "clay emergency", "clay broken", "clay enrichment stopped".

2k tokens
Clay Install Auth
by ComeOnOliver

| Set up Clay account access, API keys, webhook URLs, and provider connections. Use when onboarding to Clay, connecting data providers, configuring API keys, or setting up webhook endpoints for programmatic data flow. Trigger with phrases like "install clay", "setup clay", "clay auth", "configure clay API key", "connect clay providers".

1k tokens
Clay Known Pitfalls
by ComeOnOliver

| Identify and avoid the top Clay anti-patterns, gotchas, and integration mistakes. Use when reviewing Clay integrations for issues, onboarding new team members, or auditing existing Clay table configurations. Trigger with phrases like "clay mistakes", "clay anti-patterns", "clay pitfalls", "clay what not to do", "clay gotchas", "clay code review".

2k tokens
Clay Load Scale
by ComeOnOliver

| Scale Clay enrichment pipelines for high-volume processing (10K-100K+ leads/month). Use when planning capacity for large enrichment runs, optimizing batch processing, or designing high-volume Clay architectures. Trigger with phrases like "clay scale", "clay high volume", "clay large batch", "clay capacity planning", "clay 100k leads", "clay bulk enrichment".

2k tokens
Clay Local Dev Loop
by ComeOnOliver

| Set up a local development loop for building and testing Clay integrations. Use when iterating on Clay webhook handlers, testing enrichment pipelines, or building scripts that push data into Clay tables. Trigger with phrases like "clay local dev", "clay development setup", "clay testing locally", "clay dev workflow", "iterate clay integration".

2k tokens
Clay Migration Deep Dive
by ComeOnOliver

| Migrate to Clay from other enrichment tools or consolidate multiple data sources into Clay. Use when migrating from ZoomInfo, Apollo, Clearbit, or custom enrichment scripts to Clay, or consolidating fragmented enrichment workflows. Trigger with phrases like "migrate to clay", "clay migration", "switch to clay", "replace zoominfo with clay", "consolidate enrichment tools".

2k tokens
Clay Multi Env Setup
by ComeOnOliver

| Configure Clay integrations across development, staging, and production environments. Use when setting up per-environment Clay tables, managing webhook URLs per environment, or implementing environment-specific enrichment configurations. Trigger with phrases like "clay environments", "clay staging", "clay dev prod", "clay environment setup", "clay config by env".

2k tokens
Clay Observability
by ComeOnOliver

| Monitor Clay enrichment pipeline health, credit consumption, and data quality metrics. Use when setting up dashboards for Clay operations, configuring alerts for credit burn, or tracking enrichment success rates. Trigger with phrases like "clay monitoring", "clay metrics", "clay observability", "monitor clay", "clay alerts", "clay dashboard", "clay credit tracking".

2k tokens
Clay Performance Tuning
by ComeOnOliver

| Optimize Clay table enrichment throughput, reduce processing time, and improve hit rates. Use when experiencing slow enrichment, poor email find rates, or needing to process large tables efficiently. Trigger with phrases like "clay performance", "optimize clay", "clay slow", "clay throughput", "clay fast enrichment", "clay batch optimization".

2k tokens
Clay Policy Guardrails
by ComeOnOliver

| Implement credit spending limits, data privacy enforcement, and input validation guardrails for Clay pipelines. Use when enforcing spending caps, blocking PII enrichment, or adding pre-enrichment validation rules. Trigger with phrases like "clay policy", "clay guardrails", "clay spending limit", "clay data privacy rules", "clay validation", "clay controls".

2k tokens
Clay Prod Checklist
by ComeOnOliver

| Execute production readiness checklist for Clay integrations. Use when launching Clay-powered enrichment pipelines, preparing for go-live, or auditing production Clay configurations. Trigger with phrases like "clay production", "clay go-live", "clay launch checklist", "clay production readiness", "deploy clay pipeline".

2k tokens
Clay Rate Limits
by ComeOnOliver

| Handle Clay rate limits, webhook throttling, and credit pacing strategies. Use when hitting 429 errors, managing webhook submission rates, or optimizing throughput within Clay's plan limits. Trigger with phrases like "clay rate limit", "clay throttling", "clay 429", "clay slow", "clay records per hour".

2k tokens
Clay Reference Architecture
by ComeOnOliver

| Design production Clay enrichment pipelines with table schemas, waterfall patterns, and CRM sync. Use when architecting new Clay integrations, reviewing data flow design, or establishing enrichment pipeline standards. Trigger with phrases like "clay architecture", "clay best practices", "clay pipeline design", "clay reference", "clay data flow".

2k tokens
Clay Reliability Patterns
by ComeOnOliver

| Build fault-tolerant Clay integrations with circuit breakers, dead letter queues, and graceful degradation. Use when building production Clay pipelines that need resilience, implementing retry strategies, or adding fault tolerance to enrichment workflows. Trigger with phrases like "clay reliability", "clay circuit breaker", "clay resilience", "clay fallback", "clay fault tolerance", "clay dead letter queue".

3k tokens
Clay SDK Patterns
by ComeOnOliver

| Apply production-ready patterns for integrating with Clay via webhooks and HTTP API. Use when building Clay integrations, implementing webhook handlers, or establishing team coding standards for Clay data pipelines. Trigger with phrases like "clay SDK patterns", "clay best practices", "clay code patterns", "clay integration patterns", "clay webhook patterns".

2k tokens
Clay Security Basics
by ComeOnOliver

| Apply Clay security best practices for API keys, webhook secrets, and data access control. Use when securing Clay integrations, rotating API keys, auditing access, or implementing webhook authentication. Trigger with phrases like "clay security", "clay secrets", "secure clay", "clay API key security", "clay webhook security".

2k tokens
Clay Upgrade Migration
by ComeOnOliver

| Navigate Clay plan changes, pricing migrations, and feature upgrades. Use when upgrading Clay plans, migrating to the 2026 pricing model, or adapting integrations to new Clay features. Trigger with phrases like "upgrade clay", "clay migration", "clay pricing change", "clay plan upgrade", "clay new pricing".

2k tokens
Clay Webhooks Events
by ComeOnOliver

| Implement Clay webhook receivers and HTTP API column callbacks for real-time data flow. Use when setting up webhook endpoints, handling enrichment callbacks from Clay, or building event-driven integrations with Clay tables. Trigger with phrases like "clay webhook", "clay events", "clay callback", "handle clay data", "clay notifications", "clay HTTP API column".

2k tokens
Clerk CI Integration
by ComeOnOliver

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

2k tokens
Clerk Common Errors
by ComeOnOliver

| Troubleshoot common Clerk errors and issues. Use when encountering authentication errors, SDK issues, or configuration problems with Clerk. Trigger with phrases like "clerk error", "clerk not working", "clerk authentication failed", "clerk issue", "fix clerk".

2k tokens
Clerk Core Workflow A
by ComeOnOliver

| Implement user sign-up and sign-in flows with Clerk. Use when building authentication UI, customizing sign-in experience, or implementing OAuth social login. Trigger with phrases like "clerk sign-in", "clerk sign-up", "clerk login flow", "clerk OAuth", "clerk social login".

3k tokens
Clerk Core Workflow B
by ComeOnOliver

| Implement session management and middleware with Clerk. Use when managing user sessions, configuring route protection, or implementing token refresh and custom JWT templates. Trigger with phrases like "clerk session", "clerk middleware", "clerk route protection", "clerk token", "clerk JWT".

2k tokens
Clerk Cost Tuning
by ComeOnOliver

| Optimize Clerk costs and understand pricing. Use when planning budget, reducing costs, or understanding Clerk pricing model. Trigger with phrases like "clerk cost", "clerk pricing", "reduce clerk cost", "clerk billing", "clerk budget".

1k tokens
Clerk Data Handling
by ComeOnOliver

| Handle user data, privacy, and GDPR compliance with Clerk. Use when implementing data export, user deletion, or privacy compliance features. Trigger with phrases like "clerk user data", "clerk GDPR", "clerk privacy", "clerk data export", "clerk delete user".

2k tokens
Clerk Debug Bundle
by ComeOnOliver

| Collect comprehensive debug information for Clerk issues. Use when troubleshooting complex problems, preparing support tickets, or diagnosing intermittent issues. Trigger with phrases like "clerk debug", "clerk diagnostics", "clerk support ticket", "clerk troubleshooting".

2k tokens
Clerk Deploy Integration
by ComeOnOliver

| Configure Clerk for deployment on various platforms. Use when deploying to Vercel, Netlify, Railway, or other platforms, or when setting up production environment. Trigger with phrases like "deploy clerk", "clerk Vercel", "clerk Netlify", "clerk production deploy", "clerk Railway".

2k tokens
Clerk Enterprise Rbac
by ComeOnOliver

| Configure enterprise SSO, role-based access control, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up organization-level controls. Trigger with phrases like "clerk SSO", "clerk RBAC", "clerk enterprise", "clerk roles", "clerk permissions", "clerk organizations".

3k tokens
Clerk Hello World
by ComeOnOliver

| Create your first authenticated request with Clerk. Use when making initial API calls, testing authentication, or verifying Clerk integration works correctly. Trigger with phrases like "clerk hello world", "first clerk request", "test clerk auth", "verify clerk setup".

2k tokens
Clerk Incident Runbook
by ComeOnOliver

| Manage incident response for Clerk authentication issues. Use when handling auth outages, security incidents, or production authentication problems. Trigger with phrases like "clerk incident", "clerk outage", "clerk down", "auth not working", "clerk emergency".

2k tokens
Clerk Install Auth
by ComeOnOliver

| Install and configure Clerk SDK/CLI authentication. Use when setting up a new Clerk integration, configuring API keys, or initializing Clerk in your project. Trigger with phrases like "install clerk", "setup clerk", "clerk auth", "configure clerk API key", "add clerk to project".

2k tokens
Clerk Local Dev Loop
by ComeOnOliver

| Set up local development workflow with Clerk. Use when configuring development environment, testing auth locally, or setting up hot reload with Clerk. Trigger with phrases like "clerk local dev", "clerk development", "test clerk locally", "clerk dev environment".

1k tokens
Clerk Migration Deep Dive
by ComeOnOliver

| Migrate from other authentication providers to Clerk. Use when migrating from Auth0, Firebase, Supabase Auth, NextAuth, or custom authentication solutions. Trigger with phrases like "migrate to clerk", "clerk migration", "switch to clerk", "auth0 to clerk", "firebase auth to clerk".

2k tokens
Clerk Multi Env Setup
by ComeOnOliver

| Configure Clerk for multiple environments (dev, staging, production). Use when setting up environment-specific configurations, managing multiple Clerk instances, or implementing environment promotion. Trigger with phrases like "clerk environments", "clerk staging", "clerk dev prod", "clerk multi-environment".

2k tokens
Clerk Observability
by ComeOnOliver

| Implement monitoring, logging, and observability for Clerk authentication. Use when setting up monitoring, debugging auth issues in production, or implementing audit logging. Trigger with phrases like "clerk monitoring", "clerk logging", "clerk observability", "clerk metrics", "clerk audit log".

2k tokens
Clerk Performance Tuning
by ComeOnOliver

| Optimize Clerk authentication performance. Use when improving auth response times, reducing latency, or optimizing Clerk SDK usage. Trigger with phrases like "clerk performance", "clerk optimization", "clerk slow", "clerk latency", "optimize clerk".

2k tokens
Clerk Prod Checklist
by ComeOnOliver

| Production readiness checklist for Clerk deployment. Use when preparing to deploy, reviewing production configuration, or auditing Clerk implementation before launch. Trigger with phrases like "clerk production", "clerk deploy checklist", "clerk go-live", "clerk launch ready".

2k tokens
Clerk Rate Limits
by ComeOnOliver

| Understand and manage Clerk rate limits and quotas. Use when hitting rate limits, optimizing API usage, or planning for high-traffic scenarios. Trigger with phrases like "clerk rate limit", "clerk quota", "clerk API limits", "clerk throttling".

2k tokens
Clerk Reference Architecture
by ComeOnOliver

| Reference architecture patterns for Clerk authentication. Use when designing application architecture, planning auth flows, or implementing enterprise-grade authentication. Trigger with phrases like "clerk architecture", "clerk design", "clerk system design", "clerk integration patterns".

2k tokens
Clerk SDK Patterns
by ComeOnOliver

| Common Clerk SDK patterns and best practices. Use when implementing authentication flows, accessing user data, or integrating Clerk SDK methods in your application. Trigger with phrases like "clerk SDK", "clerk patterns", "clerk best practices", "clerk API usage".

1k tokens
Clerk Security Basics
by ComeOnOliver

| Implement security best practices with Clerk authentication. Use when securing your application, reviewing auth implementation, or hardening Clerk configuration. Trigger with phrases like "clerk security", "secure clerk", "clerk best practices", "clerk hardening".

2k tokens
Clerk Upgrade Migration
by ComeOnOliver

| Manage Clerk SDK version upgrades and handle breaking changes. Use when upgrading Clerk packages, migrating to new SDK versions, or handling deprecation warnings. Trigger with phrases like "upgrade clerk", "clerk migration", "update clerk SDK", "clerk breaking changes".

2k tokens
Clerk Webhooks Events
by ComeOnOliver

| Configure Clerk webhooks and handle authentication events. Use when setting up user sync, handling auth events, or integrating Clerk with external systems via Svix webhooks. Trigger with phrases like "clerk webhooks", "clerk events", "clerk user sync", "clerk svix", "clerk event handling".

3k tokens
Clickhouse CI Integration
by ComeOnOliver

| Run ClickHouse integration tests in CI with GitHub Actions and Docker containers. Use when setting up automated testing against a real ClickHouse instance, configuring CI pipelines, or implementing schema validation in CI. "test clickhouse in CI", "clickhouse automated testing".

2k tokens
Clickhouse Common Errors
by ComeOnOliver

| Diagnose and fix the top 15 ClickHouse errors — query failures, insert problems, memory limits, and merge issues. Use when encountering ClickHouse exceptions, debugging failed queries, or troubleshooting server-side errors. "debug clickhouse", "clickhouse exception", "clickhouse syntax error".

2k tokens
Clickhouse Core Workflow A
by ComeOnOliver

| Design ClickHouse schemas with MergeTree engines, ORDER BY keys, and partitioning. Use when creating new tables, choosing engines, designing sort keys, or modeling data for analytical workloads. "clickhouse ORDER BY", "clickhouse partitioning", "MergeTree table".

2k tokens
Clickhouse Core Workflow B
by ComeOnOliver

| Insert, query, and aggregate data in ClickHouse with real SQL patterns. Use when writing analytical queries, inserting data at scale, building dashboards, or implementing materialized views. "clickhouse materialized view", "clickhouse SQL".

2k tokens
Clickhouse Cost Tuning
by ComeOnOliver

| Optimize ClickHouse Cloud costs — compute scaling, storage tiering, compression, and query efficiency for lower bills. Use when analyzing ClickHouse Cloud bills, reducing storage costs, or optimizing compute utilization. "clickhouse pricing", "clickhouse expensive", "clickhouse storage cost".

2k tokens
Clickhouse Data Handling
by ComeOnOliver

| Handle data lifecycle in ClickHouse — TTL expiration, data deletion (GDPR), column-level encryption, and audit logging with real ClickHouse SQL. Use when implementing data retention, GDPR deletion requests, or managing sensitive data in ClickHouse. "delete data clickhouse", "clickhouse data lifecycle", "clickhouse PII".

2k tokens
Clickhouse Debug Bundle
by ComeOnOliver

| Collect ClickHouse diagnostic data — system tables, query logs, merge status, and server metrics for support tickets and troubleshooting. Use when investigating persistent issues, preparing debug artifacts, or collecting evidence for ClickHouse support. "collect clickhouse logs", "clickhouse system tables".

2k tokens
Clickhouse Deploy Integration
by ComeOnOliver

| Deploy ClickHouse-backed applications to Vercel, Fly.io, and Cloud Run with connection pooling, secrets, and health checks. Use when deploying applications that connect to ClickHouse Cloud, configuring platform secrets, or setting up deployment pipelines. "clickhouse production deploy", "clickhouse Fly.io".

2k tokens
Clickhouse Enterprise Rbac
by ComeOnOliver

| Configure ClickHouse enterprise RBAC — SQL-based users, roles, row policies, column-level grants, and quota management. Use when setting up multi-user access control, implementing tenant isolation, or configuring enterprise security for ClickHouse. "clickhouse row policy", "clickhouse enterprise access", "clickhouse GRANT".

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.