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2,650 published skills · 15 Industry Collections · 17 categories · Real ecosystem signals · Updated daily
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 --package=skills@1.5.7 -- skills add agentskillexchange/skills --skill <slug>Sanitize untrusted HTML fragments before rendering previews, comments, or CMS content with DOMPurify — Use DOMPurify when an agent must accept HTML from users, rich text editors, imports, or model output but cannot safely render it as-is. The skill strips dangerous markup…
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 workflows, 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 |
|---|---|---|---|
| Generate validated analytics SQL with SQLCoder | Use SQLCoder when an analytics agent needs to turn natural-language questions plus schema context into SQL drafts that... | 4.0k | Data Extraction & Transformation |
| Record system-level agent activity with AgentSight | Wrap Claude Code, Codex, Gemini CLI, OpenClaw, or another agent command with AgentSight to capture processes, files, network... | 469 | Monitoring & Alerts |
| Scan agent dependencies and container inputs with OWASP dep-scan | Run OWASP dep-scan before adopting dependencies, containers, or generated code so agents get a reviewable vulnerability, license, SBOM... | 1.3k | Security & Verification |
| Run durable Python agent schedules with APScheduler | Schedule recurring, interval, calendar, and one-off Python agent jobs with persistent job stores so background workflows survive restarts | 7.5k | Templates & Workflows |
| Trace and evaluate LLM application behavior with Langtrace | Instrument Python or TypeScript agent applications with OpenTelemetry traces, metrics, and evaluation views for debugging production LLM workflows | 1.2k | Monitoring & Alerts |
| Control hosted browser research and extraction through Hyperbrowser MCP | Give MCP clients hosted browser tools for scraping, crawling, structured extraction, search, and computer-use browser automation | 770 | Browser Automation |
| Prepare agent-ready PDF and document extraction with PyMuPDF | Use PyMuPDF to extract text, layout metadata, tables, images, Markdown, or JSON from PDFs and documents before an... | 10.1k | Data Extraction & Transformation |
| Operate multi-provider AI gateway traffic with Bifrost | Run Bifrost as an OpenAI-compatible gateway so agents can route model calls across providers with failover, load balancing... | 6.0k | Integrations & Connectors |
| Connect MCP clients to JetBrains IDE project tools | Use the built-in JetBrains MCP server to let Codex, Claude Desktop, Cursor, VS Code, and other MCP clients... | 961 | Developer Tools |
| Prepare bid proposal drafts and compliance checks with OpenBidKit Yibiao | Use OpenBidKit Yibiao to turn tender materials, company knowledge, and model-provider settings into reviewable bid proposal drafts with... | 1.0k | Templates & Workflows |
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 durable scheduled agent jobs in Node.js with Agenda | Use Agenda when a custom Node.js agent needs persistent scheduled jobs, retries, locking, and background workers backed by... | 9.7k | Templates & Workflows |
| Coordinate multi-agent Claude Code and Codex workflows with Ruflo | Install Ruflo when an operator needs Claude Code or Codex agents to coordinate swarms, memory, hooks, and MCP... | 59.0k | Templates & Workflows |
| Run DeepSeek-oriented terminal coding workflows with Reasonix | Use Reasonix when an operator wants a persistent terminal coding agent tuned for DeepSeek-style prefix caching, project memory... | 21.8k | Developer Tools |
| Operate multi-provider AI gateway traffic with Bifrost | Run Bifrost as an OpenAI-compatible gateway so agents can route model calls across providers with failover, load balancing... | 6.0k | Integrations & Connectors |
| Build portable single-file agent memory with Memvid | Use Memvid when an agent needs local, portable long-term memory and retrieval without running a vector database or... | 15.7k | Integrations & Connectors |
| Build managed document parsing pipelines with LlamaCloud Services | Use LlamaCloud Services to parse, index, and manage document knowledge pipelines that feed LlamaIndex retrieval and agent workflows | 4.2k | Data Extraction & Transformation |
| Extract OCR-ready Markdown from documents with Zerox | Use Zerox to convert PDFs, images, and office documents into Markdown or structured extraction outputs using vision models | 12.2k | Data Extraction & Transformation |
| Trace coding-agent and LLM workflows with OpenLIT | Use OpenLIT to instrument coding agents and LLM applications with OpenTelemetry traces, metrics, costs, prompts, tool calls, and... | 2.5k | Monitoring & Alerts |
| Control hosted browser research and extraction through Hyperbrowser MCP | Give MCP clients hosted browser tools for scraping, crawling, structured extraction, search, and computer-use browser automation | 770 | Browser Automation |
| Connect MCP clients to JetBrains IDE project tools | Use the built-in JetBrains MCP server to let Codex, Claude Desktop, Cursor, VS Code, and other MCP clients... | 961 | Developer Tools |
| Category | Skills | What's inside | |
|---|---|---|---|
| 🛠️ | Developer Tools | 345 | CLI tools, scaffolders, dev environment setup |
| 🔒 | Security & Verification | 235 | Vulnerability scanning, auth setup, compliance |
| 🔄 | Data Extraction & Transformation | 203 | ETL pipelines, parsing, format conversion |
| 🔧 | CI/CD Integrations | 192 | Pipeline configs, deployment automation, build tooling |
| 📄 | Templates & Workflows | 189 | Scaffolders, boilerplate generators, workflow templates |
| ✅ | Code Quality & Review | 185 | Linting, code review, test generators, coverage |
| 📋 | Runbooks & Diagnostics | 173 | Incident response, troubleshooting, system diagnostics |
| 📊 | Monitoring & Alerts | 146 | Metrics, alerting rules, observability |
| 🔗 | Integrations & Connectors | 139 | Third-party API bridges, webhooks, service connectors |
| 📅 | Calendar, Email & Productivity | 125 | Email automation, calendar management, task coordination |
| 📚 | Library & API Reference | 122 | SDK docs, API parsers, symbol resolvers |
| 🌐 | Browser Automation | 117 | Web scraping, UI testing, headless browser control |
| 🔍 | Research & Scraping | 114 | Web research, content discovery, data collection |
| 🎙️ | Media & Transcription | 102 | Audio/video processing, speech-to-text |
| 📰 | WordPress & CMS | 96 | Theme/plugin dev, WP-CLI automation, CMS management |
| 🎨 | Image & Creative Automation | 89 | Image generation, asset processing, design automation |
| ✍️ | Content Writing & SEO | 79 | 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 --package=skills@1.5.7 -- skills add agentskillexchange/skills --list
# Search
npm exec --package=skills@1.5.7 -- skills add agentskillexchange/skills --search kubernetes
# Install
npm exec --package=skills@1.5.7 -- 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 | 2,650 | In the catalog — every skill is backed by a real tool, repo, or package |
| 🛡️ Security Reviewed | 2,286 | 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.