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2,898 published skills · 15 Industry Collections · 17 categories · Real ecosystem signals · Updated daily
Star this repo to keep the agent skill catalog handy and follow new additions.
An open, curated catalog of trusted reusable skills for AI agents, not a generic dump. Each skill wraps a real tool, API, or workflow into a format that agents and runtimes like OpenClaw, Claude Code, Codex, GitHub Copilot, Gemini, Cursor, MCP clients, LangChain, OpenAI Agents, Hermes, and custom agent workflows can install and use.
Every skill is backed by a real upstream project — a GitHub repo, npm package, or documented API. No synthetic entries.
# OpenClaw native install
clawhub install <slug>
# Manual install for other agents
git clone https://github.com/agentskillexchange/skills.git
cp -R skills/skills/<slug> ~/.agent-skills/<slug>The skills npm package is maintained by Vercel Labs / third parties, not AgentSkillExchange. If you choose to use it, pin the package version:
npm exec [email protected] -- skills add agentskillexchange/skills --skill <slug>REST API Response Schema Validator — Validates live API responses against JSON Schema definitions using Ajv (Another JSON Schema Validator). Supports OpenAPI 3.x schema extraction and detects undocumented fields or type mismatches.
Rotates daily across downloaded, starred, recent, verified, and industry-curated skills.
Curated skill sets organized by industry vertical:
| Collection | Description | |
|---|---|---|
| 🎙️ | Media & Publishing Systems | Transcription, subtitles, podcast workflows, chaptering, localization, loudness cleanup, and final-mile publishing prep. |
| 💼 | Finance & Filings | Filings research, invoice intake, billing operations, reconciliation, and finance-adjacent reporting. |
| 🛒 | Ecommerce & Retail Operations | Catalog management, storefront automation, orders, inventory sync, marketplace support, and review-driven merchandising. |
| ⚖️ | Legal Ops & Compliance | Contract risk review, redline preparation, forms, document review, archive search, and evidence-oriented legal and compliance support. |
| 🩺 | Healthcare Documentation & Intake | Documentation intake, OCR, transcription, structured extraction, and biomedical literature support for paperwork-heavy workflows. |
| 📈 | Product Analytics & Growth Ops | Product analytics, feature flags, rollout checks, session replay, privacy-friendly web analytics, and experiment/evaluation workflows. |
| 📚 | DevRel & API Documentation Workflows | API docs, OpenAPI references, SDK generation, docs-site publishing, prose linting, and developer enablement workflows. |
| 🎧 | Customer Support & Success | Helpdesk queues, ticket triage, conversation lookup, knowledge-base workflows, customer context, CRM sync, and reply-drafting support. |
| 🏠 | Real Estate Workflows | Property research support, transaction paperwork, signature routing, document intake, CRM context, and listing follow-up workflows for real-estate operations. |
| 🎓 | Education & Research Workflows | Literature review, citation context, research synthesis, paper drafting, replication checks, and evidence packets for academic and technical teams. |
| 📣 | GTM & RevOps Workflows | Demand generation, SEO and content operations, lifecycle email, CRM enrichment, lead routing, social listening, trend monitoring, feedback capture, and sales/revenue operations workflows. |
| 🧭 | AI Agency Operations & FDE Workflows | Client-facing AI delivery, forward deployed engineering workflows, browser automation, implementation systems, documentation, spreadsheets, proposals, and client handoff workflows. |
| 🛠️ | Infrastructure, SRE & Incident Operations | Production reliability workflows for Kubernetes, incidents, observability, backups, deploy safety, infrastructure drift, alerts, and runbook-driven debugging. |
| 🛡️ | Security Operations & GRC Workflows | Security operations and governance workflows for dependency risk, secrets, CI hardening, agent guardrails, approvals, policy evidence, threat hunting, red-team checks, and audit-ready releases. |
| 🗄️ | Data Platform & Analytics Engineering | Data engineering and analytics operations workflows for SQL, dbt, Airflow, warehouses, Postgres, CSV cleanup, schema quality, retrieval indexes, data catalogs, dashboards, and query tuning. |
See the full overlay index in industries/README.md.
| Skill | What it helps with | Stars | Category |
|---|---|---|---|
| Debug local LLM and agent traces with Axon | Run Axon as a local OpenTelemetry endpoint and dashboard for inspecting LangChain and instrumented agent traces without sending... | 151 | Monitoring & Alerts |
| Audit and deploy cross-agent extensions with HarnessKit | Use HarnessKit to inventory, audit, enable, disable, and deploy skills, MCP servers, plugins, hooks, CLIs, configs, memory, and... | 396 | Developer Tools |
| Gate agent regressions from production traces with Tracely | Turn failing AI-agent production traces into hermetic regression cases and CI gates with Tracely | 643 | Monitoring & Alerts |
| Turn novels into AI short-drama production packets with shuohao-skills | Use shuohao-skills to have coding agents turn a source novel into character bibles, adaptation outlines, art bibles, screenplays... | 1.4k | Image & Creative Automation |
| Run long-horizon computer-use agent loops with LongHorizon-Harness | Use LongHorizon-Harness to keep Claude Code, Codex, DeepSeek Harness, or custom agent backends working through long GUI and... | 714 | Developer Tools |
| Run DeepSeek Harness agent sessions from a Claude Code-style terminal TUI | Use dsh-cc-tui to run DeepSeek Harness coding-agent sessions from a full-screen terminal with live activity, context meters, session... | 558 | Developer Tools |
| Clean Chinese AI-sounding writing with Shuorenhua | Rewrite Chinese-first chat, status, docs, and public-writing drafts to remove AI-like phrasing while preserving facts, commands, numbers, terms... | 1.1k | Content Writing & SEO |
| Give coding agents repo-local project memory with brain.md | Initialize and maintain a repo-native Markdown memory layer so coding agents preserve durable decisions, requirements, constraints, and rationale... | 438 | Developer Tools |
| Snowe UI Skill | Architecture-first UI/UX design skill for Codex that helps agents reason from product truth, user journeys, causal design decisions... | - | Developer Tools |
| Bootstrap Claude Code and Codex Workflows with ZCF | Use ZCF to initialize, update, and standardize Claude Code or Codex environments with prompts, workflows, MCP services, API... | 6.1k | Developer Tools |
Mirrors the live ASE homepage featured shelf: recent-popular, diversified across tools and categories, rather than a frozen all-time-stars list. See TOP-STARS.md and TOP-DOWNLOADS.md for raw rankings.
| Skill | What it helps with | Stars | Category |
|---|---|---|---|
| Run open-source terminal coding workflows with Qwen Code | Use Qwen Code as a repeatable terminal coding agent: install the CLI, authenticate a provider, run interactive or... | 26.6k | Developer Tools |
| Build Persistent Codebase Context Graphs with Graft | Build and maintain a repository-local context graph so coding agents can orient inside large codebases without rediscovering the... | 2.1k | Developer Tools |
| Enforce Coding-Agent Write and Shell Policies with Probity | Use Probity when Claude Code, Codex, or GitHub Copilot CLI should be blocked from unsafe file writes or... | 162 | Security & Verification |
| Block Risky Coding-Agent Commands with CC Safety Net | Use CC Safety Net when coding-agent CLIs need pre-execution hooks that block destructive commands, secret access, and unsafe... | 1.5k | Security & Verification |
| Install Chinese-localized Superpowers workflows for coding agents | Use superpowers-zh to install Chinese-localized coding-agent methods, China-specific development skills, and cross-tool setup for Claude Code, Codex, Cursor... | 7.2k | Templates & Workflows |
| Debug local LLM and agent traces with Axon | Run Axon as a local OpenTelemetry endpoint and dashboard for inspecting LangChain and instrumented agent traces without sending... | 151 | Monitoring & Alerts |
| Audit coding-agent token spend with CodeBurn | Run CodeBurn locally or as an MCP server so agents can inspect token usage, cost, model mix, project... | 8.7k | Monitoring & Alerts |
| Keep coding agents from over-building implementations with Ponytail | Ponytail gives coding agents a portable minimal-implementation ruleset, plugin hooks, and review commands so they reuse existing code... | 85.5k | Code Quality & Review |
| Turn novels into AI short-drama production packets with shuohao-skills | Use shuohao-skills to have coding agents turn a source novel into character bibles, adaptation outlines, art bibles, screenplays... | 1.4k | Image & Creative Automation |
| Bridge local coding agents into chat apps with cc-connect | Let operators control local Claude Code, Codex, Cursor, Gemini CLI, and other coding agents from Slack, Discord, Telegram... | 14.2k | Integrations & Connectors |
| Category | Skills | What's inside | |
|---|---|---|---|
| 🛠️ | Developer Tools | 434 | CLI tools, scaffolders, dev environment setup |
| 🔒 | Security & Verification | 243 | Vulnerability scanning, auth setup, compliance |
| 📄 | Templates & Workflows | 233 | Scaffolders, boilerplate generators, workflow templates |
| 🔄 | Data Extraction & Transformation | 218 | ETL pipelines, parsing, format conversion |
| ✅ | Code Quality & Review | 198 | Linting, code review, test generators, coverage |
| 🔧 | CI/CD Integrations | 192 | Pipeline configs, deployment automation, build tooling |
| 📋 | Runbooks & Diagnostics | 177 | Incident response, troubleshooting, system diagnostics |
| 🔗 | Integrations & Connectors | 160 | Third-party API bridges, webhooks, service connectors |
| 📊 | Monitoring & Alerts | 154 | Metrics, alerting rules, observability |
| 📅 | Calendar, Email & Productivity | 126 | Email automation, calendar management, task coordination |
| 📚 | Library & API Reference | 124 | SDK docs, API parsers, symbol resolvers |
| 🔍 | Research & Scraping | 124 | Web research, content discovery, data collection |
| 🌐 | Browser Automation | 121 | Web scraping, UI testing, headless browser control |
| 🎙️ | Media & Transcription | 108 | Audio/video processing, speech-to-text |
| 🎨 | Image & Creative Automation | 103 | Image generation, asset processing, design automation |
| 📰 | WordPress & CMS | 96 | Theme/plugin dev, WP-CLI automation, CMS management |
| ✍️ | Content Writing & SEO | 88 | SEO content, blog automation, editorial workflows |
| View | What you'll find | |
|---|---|---|
| 🧭 | Live Browse | Search, filters, skill detail panels, and install links on agentskillexchange.com |
| ⭐ | Top Starred | Skills backed by the most popular GitHub repos |
| 🔥 | Top Downloaded | Skills backed by the most-used npm packages |
| 📖 | Full Catalog | Every skill, sorted by category and stars |
| 🔌 | JSON Index | Machine-readable catalog for programmatic access |
skills.json contains every skill with metadata and signals:
{
"name": "Playwright MCP Browser Automation",
"slug": "playwright-mcp-browser-automation",
"title": "Playwright MCP Browser Automation",
"description": "Official Playwright-powered browser control for agent workflows.",
"category": ["Browser Automation"],
"framework": ["Claude Code", "Cursor", "MCP", "OpenClaw"],
"verification": "security_reviewed",
"signals": {
"tool": "playwright",
"github_stars": 84874,
"npm_weekly_downloads": 39806814,
"license": "Apache-2.0"
}
}The skills npm package is maintained by Vercel Labs / third parties, not AgentSkillExchange. If you choose to use it, pin the package version:
# List all skills
npm exec [email protected] -- skills add agentskillexchange/skills --list
# Search
npm exec [email protected] -- skills add agentskillexchange/skills --search kubernetes
# Install
npm exec [email protected] -- skills add agentskillexchange/skills --skill <slug> -a <agent>Every skill is backed by a real tool, repo, or package. New skills require real provenance before publishing.
| Tier | Count | Meaning |
|---|---|---|
| 📋 Published | 2,898 | In the catalog — every skill is backed by a real tool, repo, or package |
| 🛡️ Security Reviewed | 2,470 | Scanned for malicious patterns, prompt injection, and unsafe instructions |
More: verification/
Two ways to add a skill:
- Fork this repo
- Copy
template/SKILL.mdtoskills/your-skill-slug/SKILL.md - Fill in the frontmatter and content (see spec/SKILL_SPEC.md)
- Open a PR
Requirements:
- Skill must wrap a real, existing tool (GitHub repo, npm package, documented API)
- Content must be 100+ words with real technical detail
- Must fit an existing category and framework
Use agentskillexchange.com/create-skill to generate a repo-ready SKILL.md, then open a pull request with the generated file.
Each skill is a directory with a SKILL.md:
skills/
playwright-mcp-browser-automation/
SKILL.md
See the full spec and template.