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What is this?

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.

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Quick Start

# 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>

Optional Third-Party Installer

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>

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Skill of the Day

Build scroll-driven websites with the scroll-craft agent skill — Use scroll-craft when a coding agent needs a structured workflow, references, engine, and verification tools for premium scroll-driven websites rather than a generic static landing page.

Rotates daily across downloaded, starred, recent, verified, and industry-curated skills.

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Industry Collections

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.

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Recently Published Skills

Skill	What it helps with	Stars	Category
Run gated math modeling contest workflows with MathModeling Skills	Use MathModeling Skills when Claude Code or Codex should guide a math modeling contest project through staged parsing...	1.1k	Templates & Workflows
Jev Social	Run browser-grounded, read-only Instagram, TikTok, or LinkedIn research with Jev choosing bounded operations and the local socai CLI...	-	Research & Scraping
Write long-form fiction with agent skills using Oh Story	Use Oh Story when a coding agent should run a structured fiction-writing workflow with project files, story state...	7.1k	Content Writing & SEO
Drive stealth browser automation from agents with Invisible Playwright MCP	Use Invisible Playwright MCP when an agent needs a self-hosted browser automation runtime for permitted web research, scraping...	31.6k	Browser Automation
Build scroll-driven websites with the scroll-craft agent skill	Use scroll-craft when a coding agent needs a structured workflow, references, engine, and verification tools for premium scroll-driven...	2.7k	Developer Tools
Coordinate multi-model coding squads with Vibe Squad	Use Vibe Squad to route a scoped development goal through a Markdown-defined coordinator, specialist roles, isolated git worktrees...	161	Developer Tools
Book to Mentor	Convert a book or long document into a reusable AI mentor with source-grounded lessons, guided practice, citations, and...	-	Templates & Workflows
Run visual E2E QA workflows with TestDriverAI	Use TestDriverAI to initialize, author, and run vision-assisted Vitest E2E checks for browser, desktop, extension, chatbot, OAuth, upload...	243	Browser Automation
Coordinate parallel terminal coding agents and worktrees with Pane	Use Pane to manage multiple terminal-based coding agents, git worktrees, remote sessions, files, git state, and approval prompts...	478	Developer Tools
Build source-owned API and MCP documentation with Sourcey	Use Sourcey to turn OpenAPI, MCP, Doxygen, godoc, rustdoc, MkDocs, and Markdown sources into static documentation, search, code...	1.4k	Library & API Reference

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Recent Community Contributions

Contributor	Skill	What it helps with	Category
IRONICBo	Jev Social	Run browser-grounded, read-only Instagram, TikTok, or LinkedIn research with Jev choosing bounded operations and the local socai CLI...	Research & Scraping
gengwenhao	Book to Mentor	Convert a book or long document into a reusable AI mentor with source-grounded lessons, guided practice, citations, and...	Templates & Workflows
autoloading8822	Concept to Story	Teach concepts from user-provided PDFs in Codex through source-grounded stories, memory anchors, explicit analogy boundaries, and one unanswered...	Templates & Workflows
InsightFactoryAPP	YYLO Ledger Task Management	Operate a YYLO Ledger Kanban board from the command line with the yy ledger CLI; create, search, update...	Developer Tools
Ares3333333	SHAR Production Metadata Validation	Uses the SHAR Production Metadata MCP local stdio server to validate rights-aware production metadata manifests before an AI-hybrid...	Security & Verification
azeemkafridi	BulkPublish Social Publishing	Adapt, review, schedule, and publish approved social content across multiple platforms through the BulkPublish API and hosted MCP	Integrations & Connectors
devdasx	Aperture Wallet Guide	Answer Aperture Wallet questions from first-party product, security, network, release, app-screen, and Journal sources while enforcing explicit wallet-secret...	Library & API Reference
anzy-renlab-ai	Pronounce Developer Jargon	Answers short pronunciation questions about developer tools, AI models, acronyms, and project names by using the say-it CLI...	Developer Tools
TianHengZhuang	SandBase MCP	Access 2,000+ AI models and API tools through one MCP interface for inference, media generation, search, scraping, embeddings...	Integrations & Connectors
liangfeng-hu	Proofed Completion Gate	Uses the Proofed CLI and current-subject completion receipts to reject unsupported coding-agent completion claims, rerun repository-configured tests, and...	Security & Verification

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Featured Skills

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
Build spec-driven full-stack apps with Wasp	Use Wasp when an agent needs to scaffold or modify a React, Node.js, and Prisma app from a...	18.7k	Templates & Workflows
Schedule Node Agent Jobs with node-cron	Use node-cron to add recurring background jobs to Node.js agent services with overlap prevention, distributed coordination, background task...	3.3k	Templates & Workflows
Run IDE-wired terminal coding-agent workflows with Oh My Pi	Use Oh My Pi when an operator wants a local terminal coding agent with IDE-grade context, built-in file...	31.8k	Developer Tools
Build TypeScript spreadsheet import and export workflows with hucre	Use hucre when a coding agent needs to add zero-dependency XLSX, CSV, ODS, JSON, NDJSON, or XML spreadsheet...	2.2k	Data Extraction & Transformation
Build agent-maintainable reactive UI with ArrowJS	Use ArrowJS when a coding agent needs to add or maintain small reactive web interfaces using DOM-native JavaScript...	3.8k	Developer Tools
Compile agent-ready documentation bundles with docmd	Use docmd when a project needs one Markdown documentation source to produce a site, search index, llms.txt, MCP...	2.5k	Library & API Reference
Query HyperDX logs, traces, metrics, and session replay from agent incident workflows	Use HyperDX and its agent-friendly CLI output to search, live-tail, and correlate OpenTelemetry signals during supervised production investigations	9.9k	Monitoring & Alerts
Build source-owned API and MCP documentation with Sourcey	Use Sourcey to turn OpenAPI, MCP, Doxygen, godoc, rustdoc, MkDocs, and Markdown sources into static documentation, search, code...	1.4k	Library & API Reference
Run visual E2E QA workflows with TestDriverAI	Use TestDriverAI to initialize, author, and run vision-assisted Vitest E2E checks for browser, desktop, extension, chatbot, OAuth, upload...	243	Browser Automation
Render pull request architecture diagrams with PR Lens	Have an agent turn a code diff into validated architecture and data-flow diagrams, then attach the rendered SVGs...	212	Code Quality & Review

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Categories

	Category	Skills	What's inside
🛠️	Developer Tools	494	CLI tools, scaffolders, dev environment setup
📄	Templates & Workflows	256	Scaffolders, boilerplate generators, workflow templates
🔒	Security & Verification	251	Vulnerability scanning, auth setup, compliance
🔄	Data Extraction & Transformation	225	ETL pipelines, parsing, format conversion
✅	Code Quality & Review	202	Linting, code review, test generators, coverage
🔧	CI/CD Integrations	192	Pipeline configs, deployment automation, build tooling
📋	Runbooks & Diagnostics	178	Incident response, troubleshooting, system diagnostics
🔗	Integrations & Connectors	172	Third-party API bridges, webhooks, service connectors
📊	Monitoring & Alerts	161	Metrics, alerting rules, observability
🔍	Research & Scraping	132	Web research, content discovery, data collection
📚	Library & API Reference	129	SDK docs, API parsers, symbol resolvers
📅	Calendar, Email & Productivity	127	Email automation, calendar management, task coordination
🌐	Browser Automation	125	Web scraping, UI testing, headless browser control
🎨	Image & Creative Automation	112	Image generation, asset processing, design automation
🎙️	Media & Transcription	109	Audio/video processing, speech-to-text
📰	WordPress & CMS	96	Theme/plugin dev, WP-CLI automation, CMS management
✍️	Content Writing & SEO	94	SEO content, blog automation, editorial workflows

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Browse The Catalog

	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

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Programmatic Access

JSON Index

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"
  }
}

Optional Third-Party Installer

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>

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Trust & Safety

Every skill is backed by a real tool, repo, or package. New skills require real provenance before publishing.

Tier	Count	Meaning
📋 Published	3,054	In the catalog — every skill is backed by a real tool, repo, or package
🛡️ Security Reviewed	2,553	Scanned for malicious patterns, prompt injection, and unsafe instructions

More: verification/

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Submit a Skill

Two ways to add a skill:

Option 1: Pull Request

1. Fork this repo
2. Copy template/SKILL.md to skills/your-skill-slug/SKILL.md
3. Fill in the frontmatter and content (see spec/SKILL_SPEC.md)
4. 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

Option 2: Create Skill Wizard

Use agentskillexchange.com/create-skill to generate a repo-ready SKILL.md, then open a pull request with the generated file.

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Skill Format

Each skill is a directory with a SKILL.md:

skills/
  playwright-mcp-browser-automation/
    SKILL.md

See the full spec and template.

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