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.
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
| 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".
Answers built from the skills we actually parsed.