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.
| Chart Type Recommender - Auto-activating skill for Data Analytics. Part of the Data Analytics skill category.
| Execute use when you need to work with compliance checking. This skill provides compliance monitoring and validation with comprehensive guidance and automation. Trigger with phrases like "check compliance", "validate policies", or "audit compliance".
| Churn Analysis Helper - Auto-activating skill for Data Analytics. Part of the Data Analytics skill category.
| This skill enables Claude to generate CI/CD pipeline configurations for various platforms, including GitHub Actions, GitLab CI, and Jenkins. It is used when a user requests the creation of a CI/CD pipeline, specifies a platform (e.g., "GitHub Actions"), or mentions specific pipeline stages like "test," "build," "security," or "deploy." This skill is also useful when the user needs to automate software delivery, integrate security scanning, or set up multi-environment deployments. The skill is triggered by terms such as "CI/CD pipeline," "GitHub Actions pipeline," "GitLab CI configuration," or "Jenkins pipeline."
| Circuit Breaker Setup - Auto-activating skill for API Integration. Part of the API Integration skill category.
| Debug complex Claude issues — inconsistent outputs, tool use failures, Use when working with advanced-troubleshooting patterns. streaming problems, and edge cases. Trigger with "claude inconsistent", "anthropic advanced debug", "claude tool use broken", "anthropic streaming issues".
| Build different types of Claude-powered applications — chatbots, RAG systems, Use when working with architecture-variants patterns. agents, content pipelines, and code generation tools. Trigger with "claude architecture", "anthropic rag", "build with claude", "claude agent pattern", "anthropic app design".
| Test and validate Claude integrations in CI/CD pipelines — Use when working with ci-integration patterns. GitHub Actions, mocking strategies, and cost control. Trigger with "anthropic ci", "test claude in ci", "anthropic github actions", "claude automated testing".
| Diagnose and fix Anthropic API errors — authentication, rate limits, Use when working with common-errors patterns. overloaded, context length, and content policy issues. Trigger with "anthropic error", "claude 429", "claude overloaded", "anthropic not working", "debug claude api".
| Redirect to claude-model-inference for Messages API streaming, vision, and structured output patterns. Use when looking for the primary Anthropic workflow. Trigger with "anthropic workflow", "claude main workflow".
| Redirect to claude-embeddings-search for tool use (function calling) and agentic loop patterns with Claude. Use when looking for the secondary Anthropic workflow. Trigger with "anthropic tools", "claude function calling".
| Optimize Anthropic API costs — model selection, prompt caching, batches, Use when working with cost-tuning patterns. token reduction, and usage monitoring. Trigger with "anthropic pricing", "claude cost", "reduce anthropic spend", "anthropic billing", "claude cheaper".
| Handle sensitive data with Claude — PII redaction, conversation management, Use when working with data-handling patterns. context window optimization, and data retention policies. Trigger with "anthropic data privacy", "claude pii", "anthropic context window", "manage claude conversations", "anthropic data retention".
| Collect debug evidence for Anthropic API issues — request IDs, headers, Use when working with debug-bundle patterns. error payloads, and reproduction steps for support tickets. Trigger with "anthropic debug", "claude support ticket", "anthropic request id", "debug claude api call".
| Deploy Claude-powered applications to Vercel, Fly.io, and Cloud Run Use when working with deploy-integration patterns. with proper secrets management and streaming support. Trigger with "deploy anthropic", "claude production deploy", "anthropic vercel", "deploy claude app".
| Implement tool use (function calling) with Claude to let it execute actions, Use when working with embeddings-search patterns. query databases, call APIs, and interact with external systems. Trigger with "anthropic tool use", "claude function calling", "claude tools", "anthropic structured output with tools".
| Manage Anthropic workspaces, API keys, team access, and spending limits Use when working with enterprise-rbac patterns. for enterprise Claude deployments. Trigger with "anthropic workspace", "anthropic team management", "claude enterprise", "anthropic api key management".
| Send your first message to Claude using the Anthropic SDK. Use when starting a new Claude integration, testing your setup, or learning the Messages API basics. Trigger with phrases like "anthropic hello world", "claude api example", "first claude call", "anthropic quick start".
| Respond to Anthropic API incidents — outages, degraded performance, Use when working with incident-runbook patterns. error spikes, and rate limit issues in production. Trigger with "anthropic down", "claude outage", "anthropic incident", "claude not responding", "anthropic 529".
| Install and configure the Anthropic SDK for Claude API access. Use when setting up Claude integration, configuring API keys, or initializing the Anthropic client in your project. Trigger with phrases like "install anthropic", "setup claude api", "anthropic auth", "configure anthropic API key".
| Common mistakes when building with the Anthropic API and how to avoid them. Use when working with known-pitfalls patterns. Trigger with "anthropic mistakes", "claude pitfalls", "anthropic gotchas", "common claude errors", "anthropic anti-patterns".
| Scale Claude usage for high-throughput applications — batches, queues, Use when working with load-scale patterns. concurrency control, and tier upgrades. Trigger with "anthropic scale", "claude high volume", "anthropic throughput", "scale claude api", "anthropic concurrent requests".
| Set up a fast local development loop for building with the Anthropic API — Use when working with local-dev-loop patterns. hot reload, cost-saving tips, and test patterns. Trigger with "anthropic dev setup", "claude local development", "anthropic test locally", "claude dev workflow".
| Migrate from OpenAI/GPT to Anthropic/Claude — API differences, Use when working with migration-deep-dive patterns. prompt adaptation, SDK swap, and feature mapping. Trigger with "migrate to claude", "openai to anthropic", "switch from gpt to claude", "replace openai with anthropic".
| Stream Claude responses, use system prompts, handle multi-turn conversations, Use when working with model-inference patterns. and process structured output with the Messages API. Trigger with "anthropic streaming", "claude messages api", "claude inference", "stream claude response".
| Configure Claude across dev, staging, and production with different Use when working with multi-env-setup patterns. models, keys, and rate limits per environment. Trigger with "anthropic environments", "claude staging", "anthropic dev vs prod", "claude multi-environment".
| Monitor Claude API calls — log tokens, latency, costs, errors, and Use when working with observability patterns. set up alerts for production Claude integrations. Trigger with "anthropic monitoring", "claude observability", "track claude usage", "anthropic logging".
| Optimize Anthropic API latency — streaming, prompt caching, model selection, Use when working with performance-tuning patterns. connection reuse, and parallel requests. Trigger with "anthropic slow", "claude latency", "speed up anthropic", "anthropic performance", "claude response time".
| Implement content safety guardrails for Claude — input filtering, Use when working with policy-guardrails patterns. output validation, usage policies, and prompt injection defense. Trigger with "anthropic content policy", "claude safety", "claude guardrails", "anthropic prompt injection", "claude content filtering".
| Production readiness checklist for Claude-powered applications — Use when working with prod-checklist patterns. error handling, monitoring, fallbacks, cost controls, and security. Trigger with "anthropic production", "claude production ready", "anthropic launch checklist", "go live with claude".
| Handle Anthropic rate limits — understand tiers, implement backoff, Use when working with rate-limits patterns. optimize throughput, and monitor usage. Trigger with "anthropic rate limit", "claude 429", "anthropic throttling", "anthropic usage limits", "claude tokens per minute".
| Build Claude Code plugins — skills, agents, MCP servers, hooks, and slash commands. Use when working with reference-architecture patterns. The complete guide to extending Claude Code with the Anthropic plugin system. Trigger with "claude code plugin", "build a skill", "create mcp server", "anthropic plugin architecture", "claude code hooks".
| Build fault-tolerant Claude integrations — retries, circuit breakers, Use when working with reliability-patterns patterns. fallbacks, timeouts, and graceful degradation. Trigger with "anthropic reliability", "claude fault tolerance", "anthropic circuit breaker", "claude fallback".
| Production-ready Anthropic SDK patterns — client config, retries, timeouts, Use when working with sdk-patterns patterns. error handling, TypeScript types, and async patterns. Trigger with "anthropic sdk", "claude client setup", "anthropic typescript", "anthropic python patterns".
| Secure your Anthropic integration — API key management, input validation, Use when working with security-basics patterns. prompt injection defense, and data privacy. Trigger with "anthropic security", "claude api key security", "anthropic prompt injection", "secure claude integration".
| Upgrade Anthropic SDK versions and migrate between Claude model generations. Use when working with upgrade-migration patterns. Trigger with "upgrade anthropic sdk", "migrate claude model", "anthropic breaking changes", "new claude model".
| Use Anthropic Message Batches for async bulk processing and event handling. Use when working with webhooks-events patterns. Trigger with "anthropic batches", "claude batch api", "anthropic async", "bulk claude processing", "anthropic webhook".
| Integrate Clari export pipeline testing and validation into CI/CD. Use when adding automated tests for Clari integrations, validating export schemas in CI, or testing pipeline reliability. Trigger with phrases like "clari CI", "clari github actions", "clari automated tests", "test clari pipeline".
| Diagnose and fix Clari API errors including auth failures, export issues, and data mismatches. Use when Clari API calls fail, exports return empty data, or forecast numbers do not match the UI. Trigger with phrases like "clari error", "clari not working", "clari api failure", "fix clari", "debug clari".
| Build a Clari forecast export pipeline to your data warehouse. Use when exporting forecast calls, quota data, and CRM totals from Clari to Snowflake, BigQuery, or a local database. Trigger with phrases like "clari forecast export", "clari data pipeline", "clari to snowflake", "clari to bigquery", "export clari data".
| and rep performance dashboards from exported data. Use when analyzing forecast accuracy, building attainment reports, or creating executive revenue dashboards. Trigger with phrases like "clari analytics", "clari dashboard", "clari forecast accuracy", "clari pipeline coverage".
| Optimize Clari API usage and integration costs. Use when reducing API call volume, optimizing export frequency, or evaluating Clari license utilization. Trigger with phrases like "clari cost", "clari api usage", "reduce clari calls", "clari optimization".
| Collect Clari API diagnostic info for support cases. Use when preparing a support ticket, collecting API response samples, or documenting integration issues. Trigger with phrases like "clari debug", "clari support bundle", "collect clari diagnostics", "clari troubleshoot".
| Deploy Clari export pipelines to production with Airflow, Cloud Functions, or Lambda. Use when scheduling automated exports, deploying to cloud platforms, or setting up serverless Clari sync. Trigger with phrases like "deploy clari", "clari airflow", "clari lambda", "clari cloud function", "clari scheduled export".
| Export your first Clari forecast and pipeline snapshot. Use when testing Clari API connectivity, pulling forecast data, or learning the export API structure. Trigger with phrases like "clari hello world", "clari first export", "clari test api", "clari forecast export".
| Configure Clari API authentication with API key and set up export access. Use when connecting to the Clari API, generating API tokens, or configuring forecast data exports. Trigger with phrases like "install clari", "setup clari api", "clari auth", "clari api key", "configure clari".
| Set up local development for Clari API integrations with mock data. Use when building forecast dashboards, testing export pipelines, or iterating on Clari data transformations locally. Trigger with phrases like "clari dev setup", "clari local testing", "develop with clari", "clari mock data".
| Optimize Clari API performance with caching, batch exports, and data pipeline efficiency. Use when exports take too long, optimizing data warehouse load times, or reducing API calls in multi-forecast environments. Trigger with phrases like "clari performance", "clari slow export", "optimize clari pipeline", "clari caching".
| Production readiness checklist for Clari API integrations. Use when launching a Clari data pipeline, validating export automation, or preparing for production forecast sync. Trigger with phrases like "clari production", "clari go-live", "clari checklist", "clari launch".
| Handle Clari API rate limits with backoff and export job scheduling. Use when hitting 429 errors, optimizing export frequency, or scheduling bulk forecast exports. Trigger with phrases like "clari rate limit", "clari 429", "clari throttle", "clari api limits".
| Reference architecture for Clari revenue intelligence integrations. Use when designing a forecast data platform, planning Clari integration architecture, or establishing team patterns for revenue analytics. Trigger with phrases like "clari architecture", "clari data platform", "clari integration design", "clari best practices".
| Production-ready Clari API client patterns in Python and TypeScript. Use when building reusable Clari clients, implementing export pipelines, or wrapping the Clari v4 API for team use. Trigger with phrases like "clari API patterns", "clari client wrapper", "clari Python client", "clari TypeScript client".
| Secure Clari API tokens and implement data handling best practices. Use when managing API tokens, restricting data access, or implementing PII handling for exported forecast data. Trigger with phrases like "clari security", "clari api key rotation", "secure clari", "clari pii handling".
| Handle Clari API version changes and export schema migrations. Use when Clari updates their API, export format changes, or migrating from v3 to v4 API. Trigger with phrases like "upgrade clari", "clari api migration", "clari schema change", "clari v4 migration".
| Monitor Clari forecast changes using export job polling and change detection. Use when tracking forecast submission changes, building alerts for significant forecast movements, or syncing Clari data in near-real-time. Trigger with phrases like "clari webhooks", "clari notifications", "clari forecast alerts", "clari change detection".
| This skill enables Claude to construct and evaluate classification models using provided datasets or specifications. It leverages the classification-model-builder plugin to automate model creation, optimization, and reporting. Use this skill when the user requests to "build a classifier", "create a classification model", "train a classification model", or needs help with supervised learning tasks involving labeled data. The skill ensures best practices are followed, including data validation, error handling, and performance metric reporting.
| Execute self-learning system that captures corrections during sessions and syncs them to CLAUDE.md. Use when discussing learnings, corrections, or when the user mentions remembering something. Trigger with phrases like "remember this", "don't forget", "use X not Y", or "actually...".
| Deep-debug complex Clay enrichment failures, provider degradation, and data flow issues. Use when standard troubleshooting fails, investigating intermittent enrichment failures, or preparing detailed evidence for Clay support escalation. Trigger with phrases like "clay hard bug", "clay mystery error", "clay impossible to debug", "difficult clay issue", "clay deep debug".
| Choose and implement Clay integration architecture for different scales and use cases. Use when designing new Clay integrations, comparing direct vs queue-based vs event-driven, or planning architecture for Clay-powered data operations. Trigger with phrases like "clay architecture", "clay blueprint", "how to structure clay", "clay integration design", "clay event-driven".
| Configure CI/CD pipelines for Clay integrations with automated testing and validation. Use when setting up automated tests for Clay webhook handlers, validating enrichment data quality in CI, or integrating Clay checks into your build process. Trigger with phrases like "clay CI", "clay GitHub Actions", "clay automated tests", "CI clay", "test clay integration".
Claude Skills — questions
Answers built from the skills we actually parsed.