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.
| orchestration. Triggers on "advanced composer", "composer patterns", "multi-file generation", "composer refactoring", "agent mode", "parallel agents".
| Master Cursor AI Chat with @-mentions, inline edit, and conversation patterns. Triggers on "cursor chat", "cursor ai chat", "ask cursor", "cursor conversation", "chat with cursor", "Cmd+L", "inline edit".
| Configure BYOK API keys for OpenAI, Anthropic, Google, Azure, and custom models in Cursor. Triggers on "cursor api key", "cursor openai key", "cursor anthropic key", "own api key cursor", "BYOK cursor", "cursor azure key".
| Set up and optimize Cursor codebase indexing for semantic code search and @Codebase queries. Triggers on "cursor index", "codebase indexing", "index codebase", "cursor semantic search", "@codebase", "cursor embeddings".
| issues. Triggers on "cursor error", "cursor not working", "cursor issue", "cursor problem", "fix cursor", "cursor crash".
| collection, and remediation. Triggers on "cursor compliance", "cursor audit", "cursor security review", "cursor soc2", "cursor gdpr", "cursor data governance".
| Master Cursor Composer for multi-file AI editing, scaffolding, and refactoring. Triggers on "cursor composer", "multi-file edit", "cursor generate files", "composer workflow", "cursor scaffold", "Cmd+I".
| Optimize context window usage in Cursor with @-mentions, context pills, and conversation strategy. Triggers on "cursor context", "context window", "context limit", "cursor memory", "context management", "@-mentions", "context pills".
| Create effective custom prompts for Cursor AI using project rules, prompt engineering patterns, and reusable templates. Triggers on "cursor prompts", "prompt engineering cursor", "better cursor prompts", "cursor instructions", "cursor prompt templates".
| Debug AI suggestion quality, context issues, and code generation problems in Cursor. Triggers on "debug cursor ai", "cursor suggestions wrong", "bad cursor completion", "cursor ai debug", "cursor hallucination".
| conflict resolution, and essential extensions. Triggers on "cursor extensions", "cursor vscode extensions", "cursor plugins", "cursor marketplace", "open vsx", "vsix install".
| resolution. Triggers on "cursor git", "git in cursor", "cursor version control", "cursor commit", "cursor branch", "@Git".
| Triggers on "cursor hello world", "first cursor project", "cursor getting started", "try cursor ai", "cursor basics", "cursor tutorial".
| performance issues. Triggers on "cursor indexing", "cursor index", "@codebase not working", "cursor search broken", "indexing stuck".
| Install Cursor IDE and configure authentication across macOS, Linux, and Windows. Triggers on "install cursor", "setup cursor", "cursor authentication", "cursor login", "cursor license", "cursor download".
| Master Cursor keyboard shortcuts and customize keybindings for AI features and editor commands. Triggers on "cursor shortcuts", "cursor keybindings", "cursor keyboard", "cursor hotkeys", "cursor commands", "Cmd+K", "Cmd+L", "Cmd+I".
| team workflow issues. Triggers on "cursor pitfalls", "cursor mistakes", "cursor gotchas", "cursor issues", "cursor problems", "cursor tips".
| Optimize daily development workflow with Cursor IDE using Chat, Composer, Tab, and Git integration. Triggers on "cursor workflow", "cursor development loop", "cursor productivity", "cursor daily workflow", "cursor dev flow".
| Configure and select AI models in Cursor for Chat, Composer, and Agent mode. Triggers on "cursor model", "cursor gpt", "cursor claude", "change cursor model", "cursor ai model", "cursor auto mode".
| and cross-project context. Triggers on "cursor multi repo", "cursor multiple projects", "cursor monorepo", "cursor workspace", "multi-root workspace".
| extensions for large codebases. Triggers on "cursor performance", "cursor slow", "cursor optimization", "cursor memory", "speed up cursor", "cursor lag".
| Configure Cursor privacy mode, data handling, telemetry, and sensitive file exclusion. Triggers on "cursor privacy", "cursor data", "cursor security", "privacy mode", "cursor telemetry", "cursor data retention".
| standards. Triggers on "cursor production", "cursor ready", "cursor checklist", "optimize cursor setup", "cursor onboarding".
| strategy, and team configuration patterns. Triggers on "cursor architecture", "cursor project structure", "cursor best practices", "cursor file structure".
| Configure Cursor project rules using .cursor/rules/*.mdc files and legacy .cursorrules. Triggers on "cursorrules", ".cursorrules", "cursor rules", "cursor config", "cursor project settings", ".mdc rules", "project rules".
| Configure SAML 2.0 and OIDC SSO for Cursor with Okta, Microsoft Entra ID, and Google Workspace. Triggers on "cursor sso", "cursor saml", "cursor oauth", "enterprise cursor auth", "cursor okta", "cursor entra", "cursor scim".
| Master Cursor Tab autocomplete, ghost text, and AI code suggestions. Triggers on "cursor completion", "cursor tab", "cursor suggestions", "cursor autocomplete", "cursor ghost text", "cursor copilot".
| onboarding. Triggers on "cursor team", "cursor organization", "cursor business", "cursor enterprise setup", "cursor admin".
| Upgrade Cursor versions, migrate from VS Code, and transfer settings between machines. Triggers on "upgrade cursor", "update cursor", "cursor migration", "cursor new version", "vs code to cursor", "cursor changelog".
| and cost optimization. Triggers on "cursor analytics", "cursor usage", "cursor metrics", "cursor reporting", "cursor dashboard", "cursor ROI".
| Apply Customer.io advanced debugging and incident response. Use when diagnosing complex delivery issues, investigating campaign failures, or running incident playbooks. "customer.io troubleshoot", "customer.io incident", "customer.io not delivering".
| Configure Customer.io CI/CD integration with automated testing. Use when setting up GitHub Actions, integration test suites, or pre-commit validation for Customer.io code. "customer.io pipeline", "customer.io automated testing".
| Diagnose and fix Customer.io common errors. Use when troubleshooting API errors, delivery failures, campaign issues, or SDK exceptions. "debug customer.io", "customer.io 401", "customer.io 429".
| API-triggered broadcasts, segments, and person merge. "customer.io broadcast", "customer.io merge users", "customer.io send email".
| Optimize Customer.io costs and usage efficiency. Use when reducing profile count, cleaning inactive users, deduplicating events, or right-sizing your plan. "customer.io billing", "customer.io pricing", "customer.io cleanup".
| Collect Customer.io debug evidence for support tickets. Use when creating support requests, investigating delivery failures, or documenting integration issues. "collect customer.io logs", "customer.io diagnostics".
| Deploy Customer.io integrations to production cloud platforms. Use when deploying to Cloud Run, Vercel, AWS Lambda, or Kubernetes with proper secrets management and health checks. "customer.io kubernetes", "customer.io lambda", "customer.io vercel".
| Create a minimal working Customer.io example. Use when learning Customer.io basics, testing SDK setup, or creating your first identify + track integration. "test customer.io", "customer.io example", "customer.io quickstart".
| Install and configure Customer.io SDK/CLI authentication. Use when setting up a new Customer.io integration, configuring API keys, or initializing Customer.io in your project. "configure customer.io API key", "customer.io credentials".
| Identify and avoid Customer.io anti-patterns and gotchas. Use when reviewing integrations, onboarding developers, or auditing existing Customer.io code. "customer.io gotchas", "customer.io pitfalls", "customer.io code review".
| Implement Customer.io load testing and horizontal scaling. Use when preparing for high traffic, running load tests, or designing queue-based architectures for scale. "customer.io high volume", "customer.io k6", "customer.io performance test".
| Configure Customer.io local development workflow. Use when setting up local testing, dev/staging isolation, or mocking Customer.io for unit tests. "customer.io dev environment", "customer.io sandbox", "mock customer.io".
| Configure Customer.io multi-environment setup with workspace isolation. Use when setting up dev/staging/prod workspaces, environment-aware clients, or Kubernetes config overlays. "customer.io dev prod", "customer.io workspace isolation".
| Set up Customer.io monitoring and observability. Use when implementing metrics, structured logging, alerting, or Grafana dashboards for Customer.io integrations. "customer.io dashboard", "customer.io alerts", "customer.io observability".
| Optimize Customer.io API performance for high throughput. Use when improving response times, implementing connection pooling, batching, caching, or regional routing. "customer.io latency", "customer.io connection pooling".
| Implement Customer.io primary messaging workflow. Use when setting up campaign triggers, welcome sequences, onboarding flows, or event-driven email automation. "customer.io email automation", "customer.io messaging", "customer.io onboarding".
| Execute Customer.io production deployment checklist. Use when preparing for production launch, auditing integration quality, or performing pre-launch validation. "deploy customer.io", "customer.io go-live", "customer.io launch".
| Implement Customer.io rate limiting and backoff. Use when handling high-volume API calls, implementing retry logic, or hitting 429 errors. "customer.io 429", "customer.io backoff", "customer.io too many requests".
| Implement Customer.io enterprise reference architecture. Use when designing integration layers, event-driven architectures, or enterprise-grade Customer.io setups. "customer.io enterprise", "customer.io integration pattern".
| Implement Customer.io reliability and fault-tolerance patterns. Use when building circuit breakers, fallback queues, idempotency, or graceful degradation for Customer.io integrations. "customer.io circuit breaker", "customer.io fault tolerance".
| Apply production-ready Customer.io SDK patterns. Use when implementing typed clients, retry logic, event batching, or singleton management for customerio-node. "production customer.io", "customer.io architecture", "customer.io singleton".
| Apply Customer.io security best practices. Use when implementing secure credential storage, PII handling, webhook signature verification, or GDPR/CCPA compliance. "secure customer.io", "customer.io gdpr", "customer.io webhook verify".
| Plan and execute Customer.io SDK upgrades and migrations. Use when upgrading customerio-node versions, migrating from legacy APIs, or updating to new SDK patterns. "update customer.io sdk", "customer.io breaking changes".
| Implement Customer.io webhook and reporting event handling. Use when processing email delivery events, click/open tracking, bounce handling, or streaming to a data warehouse. "customer.io delivery status", "customer.io bounces", "customer.io open tracking".
| D2 Diagram Creator - Auto-activating skill for Visual Content. Part of the Visual Content skill category.
| Dagster Pipeline Creator - Auto-activating skill for Data Pipelines. Part of the Data Pipelines skill category.
| Dashboard Layout Planner - Auto-activating skill for Data Analytics. Part of the Data Analytics skill category.
Data exploration and analysis partner for Product Managers. Use when the user needs to query databases, analyze metrics, create dashboards, or extract insights from data. Triggers include "query", "analyze data", "metrics", "BigQuery", "SQL", "dashboard", "what does the data say", or when working with quantitative information.
| Data Augmentation Pipeline - Auto-activating skill for ML Training. Part of the ML Training skill category.
| Data Catalog Updater - Auto-activating skill for Data Pipelines. Part of the Data Pipelines skill category.
Answers built from the skills we actually parsed.