Star200+

AI Agent Skill Repository

AI Agent Skills Directory

Browse reusable skills for Codex, Claude Code, Cursor, finance, research, web scraping, PPT, football analytics, data, marketing, design, and more.

Finance Stock analysisQuant Trading researchSlides PPT generationDocs PDF parsingExtract Web scraping
16
Shown
10
Tracks
48
Targets
Resolve APITask in, selected skill and install plan out.Skills APIMachine-readable shortlist with trust and safety signals.llms.txtA crawler-friendly entry point for agent surfaces.

Browse by scenario

Real skills, grouped by the work your agent needs to finish.

Each directory entry links to real skill pages with GitHub adoption, trust score, install handoff, risk notes, and agent-readable metadata. Use these as starting points when you want a shortlist before asking an agent to install anything.

Design to deployment

Frontend and UI skills

Design direction, Figma implementation, UI review, React performance, browser QA, and safe preview deployments.

  • Vercel React Best Practices30K stars

    React and Next.js performance guidance for writing, reviewing, and refactoring production UI code.

    Trust 91Quality 100coding-agents
  • Review Animations18K stars

    Reviews animation and motion code against a high craft bar derived from Emil Kowalski's design engineering ph…

    Trust 91Quality 100design-creative
  • Apple Design18K stars

    Apple's approach to interface design and fluid, physical motion, translated for the web. Use when building or…

    Trust 91Quality 100design-creative

Codex, Claude Code, Cursor

Coding agent skills

Code review, repo inspection, testing, planning, shipping, and engineering workflows for coding agents.

  • Xget8.2K stars

    Ultra-high-performance, secure, all-in-one acceleration engine for developer resources

    Trust 90Quality 100agent-skills
  • Zerostack1.3K stars

    Minimal coding agent written in Rust, optimized for memory footprint and performance

    Trust 87Quality 93coding-agents
  • Swift Concurrency Agent Skill1.6K stars

    Add expert Swift Concurrency guidance to your AI coding tool (Agent Skills open format): safe concurrency, pe…

    Trust 86Quality 91agent-skills

Documents and knowledge

Research and RAG skills

Research, recent-events briefings, PDF parsing, markdown conversion, RAG ingestion, and knowledge workflows.

  • Qdrant33K stars

    Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of…

    Trust 90Quality 100rag-knowledge
  • Seatunnel9.4K stars

    SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.

    Trust 89Quality 100rag-knowledge
  • Edgequake2.0K stars

    EdegQuake 🌋 High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into intel…

    Trust 87Quality 95data

Markets and quant

Finance and trading skills

Stock analysis, market research, quant backtesting, financial data, and investment research skills.

  • Robin Stocks2.1K stars

    This is a library to use with Robinhood Financial App. It currently supports trading crypto-currencies, optio…

    Trust 84Quality 95finance
  • CppTrader1.0K stars

    High performance components for building Trading Platform such as ultra fast matching engine, order book proc…

    Trust 88Quality 92finance
  • Questdb17K stars

    QuestDB is a high performance, open-source, time-series database

    Trust 88Quality 100finance

Crawlers and extraction

Web scraping skills

Crawling, scraping, extraction, browser automation, structured data capture, and website-to-markdown workflows.

  • Pinchtab9.3K stars

    High-performance browser automation bridge and multi-instance orchestrator with advanced stealth injection an…

    Trust 87Quality 100web-automation
  • PyMuPDF10K stars

    PyMuPDF is a high performance Python library for data extraction, analysis, conversion & manipulation of PDF…

    Trust 89Quality 100document-processing
  • RuVector4.3K stars

    RuVector is a High Performance, Real-Time, Self-Learning Ai, Vector GNN, Memory DB built in Rust.

    Trust 88Quality 99document-processing

Prompts, B-roll, explainers

Video creation skills

Video-generation prompts, B-roll, Vox-style explainers, camera direction, captions, and creative-production workflows.

  • Vidgear3.7K stars

    A High-performance cross-platform Video Processing Python framework powerpacked with unique trailblazing feat…

    Trust 88Quality 95media-automation

Images, video, UI

Design and creative skills

Image, video, creative production, UI design, multimodal generation, and visual workflow skills.

  • SwarmUI4.2K stars

    SwarmUI (formerly StableSwarmUI), A Modular Stable Diffusion Web-User-Interface, with an emphasis on making p…

    Trust 88Quality 99ml-automation
  • PhotoDemon2.2K stars

    A free portable photo editor focused on pro-grade features, high performance, and maximum usability.

    Trust 84Quality 91robotics-iot
  • FireRed Image Edit1.3K stars

    FireRed-Image-Edit is a powerful image editing foundation model achieving open-source state-of-the-art perfor…

    Trust 86Quality 96media-automation

Analysis and pipelines

Data and analytics skills

Data analysis, analytics, ETL, notebooks, databases, tables, charts, and reporting workflows.

  • VTable3.6K stars

    VTable is not just a high-performance multidimensional data analysis table, but also a grid artist that creat…

    Trust 86Quality 98data-analysis
  • Skytable2.7K stars

    Skytable is a modern scalable NoSQL database with BlueQL, designed for performance, scalability and flexibili…

    Trust 84Quality 94data-analysis
  • TDengine25K stars

    High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios

    Trust 89Quality 100data-analysis

Popular directories

AI agent skills libraryA real library of reusable skills with trust, audit, install, and agent metadata.Open source AI agent skillsOpen-source skill candidates filtered by task fit, GitHub quality, and install safety.Best Codex skillsRepo inspection, code review, testing, web data, and safe install workflows for Codex.Best AI agent skills for stock analysisFinance and market research skills with trust, install, and maintenance signals.Best Codex skills for web scrapingCrawler and extraction skills that agents can shortlist before installing.Best Claude Code skills for PDF parsingDocument conversion, table extraction, OCR, and markdown workflows.Best AI agent skills for football analyticsMatch data, scouting, dashboards, and World Cup analytics workflows.OpenAgentSkill vs skills.shCompare task resolution, trust signals, install handoffs, and registry APIs.OpenAgentSkill vs agentskills.ioCompare directories, agent-readable metadata, audits, and discovery workflows.

Supply tracks

Build the registry by domain, not just by count.

Coding

Coding and developer agents

217

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

217 quality212 maintained

Research

Research and knowledge work

74

Deep research, source comparison, literature review, RAG, knowledge search, and reports.

74 quality72 maintained

Presentation

Presentation and deck workflows

1

PPTX generation, HTML slides, pitch decks, speaker notes, and presentation workflow skills.

1 quality1 maintained

Finance

Finance and quant workflows

18

Market data, SEC filings, portfolio analysis, quant research, backtesting, and risk workflows.

18 quality18 maintained

Marketing

Marketing and growth automation

11

SEO, content operations, lead generation, CRM, email automation, analytics, and growth workflows.

11 quality11 maintained

Design

Design and creative production

67

Design assets, images, video, audio, multimodal media, presentation, and creative production skills.

67 quality66 maintained

Data

Data, BI, and analytics

49

CSV, SQL, notebooks, dashboards, data pipelines, BI, ETL, and spreadsheet analysis.

49 quality49 maintained

Legal

Legal, policy, and compliance

16

Contract analysis, privacy, policy review, compliance checks, governance, and document risk review.

16 quality16 maintained

Education

Education and tutoring

5

Tutoring, course generation, quizzes, learning analytics, classrooms, and teaching workflows.

5 quality5 maintained

World Cup

Football and World Cup analytics

2

Football data, World Cup dashboards, xG, match prediction, scouting, and sports analytics.

2 quality2 maintained

High-intent entry points

Start from the task, not a keyword list.

These shortcuts use the same trust, supply, and relevance signals as the registry API, so humans and agents land on a useful shortlist faster.

Agent-readable index
FinanceStock analysisQuantTrading researchSlidesPPT generationDocsPDF parsingExtractWeb scrapingCreativeDesign workflowSportsFootball analytics

Decision filters

Choose by scenario, quality, and trust signals.

Showing 1-16 of 448 ranked candidates matching "compose-performance"

Best blend of quality, stars, freshness, and agent usage

1

Compose Spec

VERIFIEDEXCELLENT · 97TRUST · 85SAFE · REVIEWEDCODING

The Compose specification

$ npx skills add compose-spec/compose-spec
2.7K stars66 quality85 trustReviewed2mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustGood trust signals with a few areas worth checking before rollout.Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario GitHub automation

CLI + Codex · 4 targets

dockerfilekubernetes
by compose-specDetailsQuick view
2

Composer

VERIFIEDEXCELLENT · 97TRUST · 85SAFE · REVIEWEDDESIGN

Supercharge Your Model Training

$ npx skills add mosaicml/composer
5.5K stars65 quality85 trustReviewed3mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustGood trust signals with a few areas worth checking before rollout.Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by mosaicmlDetailsQuick view
3

Docker Compose Wait

VERIFIEDEXCELLENT · 92TRUST · 85SAFE · REVIEWEDCODING

A simple script to wait for other docker images to be started while using docker-compose (or Kubernetes or docker stack or whatever)

$ npx skills add ufoscout/docker-compose-wait
1.7K stars61 quality85 trustReviewed4mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustGood trust signals with a few areas worth checking before rollout.Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Coding agents

CLI + Codex · 4 targets

rustkubernetes
by ufoscoutDetailsQuick view
4

Hyperswitch

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · VERIFIEDFINANCE

Open source, composable payments platform | PCI compliant | SaaS and Self-host options | Enables connectivity to multiple payment, payout, fraud, vault and tokenization…

$ npx skills add juspay/hyperswitch
43.2K stars76 quality90 trustVerified1mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario Finance and quant

CLI + Codex · 4 targets

rustfinance
by juspayDetailsQuick view
5

Portainer

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

Making Docker and Kubernetes management easy.

$ npx skills add portainer/portainer
37.7K stars75 quality87 trustReviewed2mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Coding agents

CLI + Codex · 4 targets

typescriptkubernetes
by portainerDetailsQuick view
6

Vercel React Best Practices

VERIFIEDEXCELLENT · 100TRUST · 91SAFE · REVIEWEDCODING

React and Next.js performance guidance for writing, reviewing, and refactoring production UI code.

$ npx skills add vercel-labs/agent-skills --skill vercel-react-best-practices
29.7K stars75 quality91 trustReviewedClaude Code + OpenAI Agents11d since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Coding agents

Claude Code + OpenAI Agents · 4 targets

codexclaude-codecursorreactnext.js
by vercel-labsDetailsQuick view
7

Lighthouse

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

Automated auditing, performance metrics, and best practices for the web.

$ npx skills add GoogleChrome/lighthouse
30.4K stars75 quality88 trustReviewed2mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Coding agents

CLI + Codex · 4 targets

javascriptdeveloper-tools
by GoogleChromeDetailsQuick view
8

Colima

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

Container runtimes on macOS (and Linux) with minimal setup

$ npx skills add abiosoft/colima
29.3K stars74 quality87 trustReviewed2mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Coding agents

CLI + Codex · 4 targets

gokubernetes
by abiosoftDetailsQuick view
9

Kompose

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

Convert Compose to Kubernetes

$ npx skills add kubernetes/kompose
10.5K stars71 quality87 trustReviewed2mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario GitHub automation

CLI + Codex · 4 targets

gokubernetes
by kubernetesDetailsQuick view
10

Crawl4AI

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDRESEARCH

Web crawling built for AI

$ npx skills add unclecode/crawl4ai
4 agent calls100% success73.1K stars80 quality90 trustReviewedClaude Code + OpenAI Agents20d since pushSafe to try31.0K installs
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Research agents

Claude Code + OpenAI Agents · 4 targets

claudegpt-4langchaincrewaiopenclaw
by unclecodeDetailsQuick view
11

Calendar

VERIFIEDEXCELLENT · 97TRUST · 87SAFE · REVIEWEDCODING

A highly customizable calendar view and compose library for Android and Kotlin Multiplatform.

$ npx skills add kizitonwose/Calendar
5.6K stars65 quality87 trustReviewed4mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Coding agents

CLI + Codex · 4 targets

kotlincalendar
by kizitonwoseDetailsQuick view
12

Evalscope

VERIFIEDEXCELLENT · 97TRUST · 88SAFE · REVIEWEDCODING

A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evaluation and performance benchmarking.

$ npx skills add modelscope/evalscope
3.0K stars66 quality88 trustReviewed2mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario GitHub automation

CLI + Codex · 4 targets

pythonrag
by modelscopeDetailsQuick view
13

Tf Quant Finance

VERIFIEDEXCELLENT · 93TRUST · 85SAFE · REVIEWEDFINANCE

High-performance TensorFlow library for quantitative finance.

$ npx skills add google/tf-quant-finance
5.4K stars61 quality85 trustReviewed6mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustGood trust signals with a few areas worth checking before rollout.Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Finance and quant

CLI + Codex · 4 targets

pythonfinance
by googleDetailsQuick view
14

Winscript

VERIFIEDEXCELLENT · 96TRUST · 88SAFE · REVIEWEDLEGAL

Open-source tool to build your Windows script from scratch. It includes debloat, privacy, performance & app installing scripts.

$ npx skills add flick9000/winscript
2.5K stars66 quality88 trustReviewed2mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Legal and compliance

CLI + Codex · 4 targets

cssprivacy
by flick9000DetailsQuick view
15

Playbook

VERIFIEDEXCELLENT · 95TRUST · 84SAFE · REVIEWEDLEGAL

A lightweight, stable, and performance-focused customized version of Windows that enhances privacy and compatibility

$ npx skills add meetrevision/playbook
1.9K stars65 quality84 trustReviewed with permission notes2mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustGood trust signals with a few areas worth checking before rollout.Review: Documentation summary is thin
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Legal and compliance

CLI + Codex · 4 targets

powershellprivacy
by meetrevisionDetailsQuick view
16

Weld

VERIFIEDEXCELLENT · 90TRUST · 84SAFE · REVIEWEDDATA

High-performance runtime for data analytics applications

$ npx skills add weld-project/weld
3.0K stars59 quality84 trustReviewed4mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustGood trust signals with a few areas worth checking before rollout.Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Data analysis

CLI + Codex · 4 targets

rustmachine-learning
by weld-projectDetailsQuick view

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Showing the strongest 16 results to keep the registry fast for humans and agents. Refine by use case, platform, stars, or search query for a narrower shortlist.

Try the agent resolve API