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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.

  • Frontend Design166K stars

    Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product…

    Trust 88Quality 100design-creative
  • Material Ui98K stars

    Material UI: Comprehensive React component library that implements Google's Material Design. Free forever.

    Trust 90Quality 100design-creative
  • Taste Skill: Anti-Slop Frontend71K stars

    Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful r…

    Trust 91Quality 100design-creative

Codex, Claude Code, Cursor

Coding agent skills

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

  • Code Review169K stars

    Review a diff separately for code standards and spec compliance.

    Trust 91Quality 100coding-agents
  • AI Rules Sync124 stars

    Keep one source of truth for your AI coding-agent rules. Convert and sync between AGENTS.md, CLAUDE.md, .curs…

    Trust 75Quality 69coding-agents
  • Open Design83K stars

    🎨 Local-first, open-source Claude Design alternative. 🖥️ Native desktop app. ⚡ 259+ Skills · ✨ 142+ Design…

    Trust 91Quality 100agent-skills

Documents and knowledge

Research and RAG skills

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

  • Markitdown156K stars

    Python tool for converting files and office documents to Markdown.

    Trust 87Quality 100document-processing
  • PaddleOCR83K stars

    Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bri…

    Trust 89Quality 100document-processing
  • Understand Anything75K stars

    Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, s…

    Trust 88Quality 100rag-knowledge

Markets and quant

Finance and trading skills

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

  • Open Quant Live Book392 stars

    An open source, hands-on and fully reproducible book in quantitative finance, data science and econophysics.…

    Trust 67Quality 41finance
  • TradingAgents88K stars

    TradingAgents: Multi-Agents LLM Financial Trading Framework

    Trust 88Quality 100finance

Crawlers and extraction

Web scraping skills

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

  • Firecrawl139K stars

    The API to search, scrape, and interact with the web at scale. 🔥

    Trust 87Quality 100agent-frameworks
  • Crawl4AI73K stars

    Web crawling built for AI

    Trust 90Quality 100web-automation
  • Scrapling70K stars

    Adaptive web scraping for agent data collection

    Trust 85Quality 100web-automation

Slides and decks

PPT and presentation skills

Presentation generation, editable PPTX, slide decks, speaker notes, and visual storytelling workflows.

  • OutlierConf2021411 stars

    ⭕ Slides and hands-on codes for my talk "ggplot Wizardry: My Favorite Tricks and Secrets for Beautiful Plots…

    Trust 67Quality 41design-creative
  • 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
  • Animation Vocabulary17K stars

    Reverse-lookup glossary that turns a vague description of a web animation or motion effect into its exact ter…

    Trust 91Quality 100design-creative

Prompts, B-roll, explainers

Video creation skills

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

  • MoneyPrinterTurbo89K stars

    利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.

    Trust 88Quality 100automation
  • Cs Video Courses82K stars

    List of Computer Science courses with video lectures.

    Trust 85Quality 100ml-automation

Images, video, UI

Design and creative skills

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

  • Anthropic Brand Guidelines166K stars

    Apply Anthropic official brand colors, typography, and visual standards to appropriate Anthropic-related arti…

    Trust 88Quality 100design-creative
  • Qxresearch Event 12.7K stars

    Python hands on tutorial with 50+ Python Application (10 lines of code) By @xiaowuc2

    Trust 88Quality 94ml-automation
  • Canvas Design166K stars

    Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.

    Trust 87Quality 100design-creative

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

200

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

188 quality185 maintained

Research

Research and knowledge work

65

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

65 quality65 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

14

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

13 quality13 maintained

Marketing

Marketing and growth automation

10

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

10 quality10 maintained

Design

Design and creative production

56

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

54 quality52 maintained

Data

Data, BI, and analytics

37

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

35 quality35 maintained

Legal

Legal, policy, and compliance

10

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

10 quality10 maintained

Education

Education and tutoring

8

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

7 quality7 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 390 ranked candidates matching "hands"

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

1

OpenHands

VERIFIEDEXCELLENT · 100TRUST · 82SAFE · REVIEWEDCODING

🙌 OpenHands: AI-Driven Development

$ npx skills add OpenHands/OpenHands
77.6K stars77 quality82 trustReviewed with permission notesClaude Code + OpenAI Agents2mo since pushNeeds review
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Coding agents

Claude Code + OpenAI Agents · 4 targets

pythondeveloper-tools
by OpenHandsDetailsQuick view
2

Handson Ml

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · REVIEWEDDESIGN

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

$ npx skills add ageron/handson-ml
25.6K stars74 quality89 trustReviewed3mo 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 Multimodal media

CLI + Codex · 4 targets

jupyter-notebookmachine-learning
by ageronDetailsQuick view
3

Hands On Data Analysis With Pandas 2nd Edition

STRONG · 74TRUST · 80SAFE · REVIEWEDDATA

Materials for following along with Hands-On Data Analysis with Pandas – Second Edition

$ npx skills add stefmolin/Hands-On-Data-Analysis-with-Pandas-2nd-edition
709 stars51 quality80 trustReviewed with permission notes4mo since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Data analysis

CLI + Codex · 4 targets

jupyter-notebookdata-analysis
by stefmolinDetailsQuick view
4

Hands On Nltk Tutorial

STRONG · 73TRUST · 77SAFE · REVIEWEDDATA

The hands-on NLTK tutorial for NLP in Python

$ npx skills add hb20007/hands-on-nltk-tutorial
571 stars50 quality77 trustReviewed with permission notes4mo since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Data analysis

CLI + Codex · 4 targets

jupyter-notebooknotebook
by hb20007DetailsQuick view
5

Hands On Serverless Applications With Go

NEEDS REVIEW · 41TRUST · 66SAFE · BLOCKEDCODING

Hands-On Serverless Applications with Go, published by Packt.

$ npx skills add PacktPublishing/Hands-On-Serverless-Applications-with-Go
111 stars33 quality66 trustBlocked for auto-install3y since pushRisky
QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale
TrustPotentially useful, but at least one trust signal needs human inspection.Review: Repository looks stale
Safety gateThis skill should not be selected by an agent without explicit human security review.

Scenario Browser automation

CLI + Codex · 4 targets

goterraform
by PacktPublishingDetailsQuick view
6

Cognizant Handson 2022

NEEDS REVIEW · 35TRUST · 64SAFE · BLOCKEDDATA

Cognizant ADM Java FSE Curriculum.

$ npx skills add LunaticPrakash/Cognizant-Handson-2022
104 stars33 quality64 trustBlocked for auto-install4y since pushRisky
QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale
TrustPotentially useful, but at least one trust signal needs human inspection.Review: License is unclear
Safety gateThis skill should not be selected by an agent without explicit human security review.

Scenario Database and SQL

CLI + Codex · 4 targets

javasql
by LunaticPrakashDetailsQuick view
7

Hands On AI Engineering

VERIFIEDEXCELLENT · 95TRUST · 86SAFE · REVIEWEDCODING

A curated collection of practical AI projects implementing OCR systems, RAG, AI agents, and other AI use cases.

$ npx skills add Sumanth077/Hands-On-AI-Engineering
2.7K stars66 quality86 trustReviewed25d 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: License is unclear
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario GitHub automation

CLI + Codex · 4 targets

pythonrag
by Sumanth077DetailsQuick view
8

AI Hands On

VERIFIEDEXCELLENT · 93TRUST · 86SAFE · REVIEWEDRESEARCH

A group of notebooks and other files which can help you learn AI from scratch.

$ npx skills add Ramakm/ai-hands-on
1.1K stars63 quality86 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 Document processing

CLI + Codex · 4 targets

jupyter-notebookocr
by RamakmDetailsQuick view
9

Hands On Train And Deploy Ml

NEEDS REVIEW · 50TRUST · 69SAFE · EXPERIMENTALDESIGN

Train and Deploy an ML REST API to predict crypto prices, in 10 steps

$ npx skills add Paulescu/hands-on-train-and-deploy-ml
887 stars39 quality69 trustExperimental2y since pushNeeds review
QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale
TrustPotentially useful, but at least one trust signal needs human inspection.Review: Repository looks stale
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Multimodal media

CLI + Codex · 4 targets

pythonmlops
by PaulescuDetailsQuick view
10

HandsomeMod

NEEDS REVIEW · 41TRUST · 65SAFE · BLOCKEDCODING

IOT freedom for end users!

$ npx skills add HandsomeMod/HandsomeMod
397 stars37 quality65 trustBlocked for auto-install3y since pushRisky
QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale
TrustPotentially useful, but at least one trust signal needs human inspection.Review: License is unclear
Safety gateThis skill should not be selected by an agent without explicit human security review.

Scenario Coding agents

CLI + Codex · 4 targets

ciot
by HandsomeModDetailsQuick view
11

Mini K8s Hands On

NEEDS REVIEW · 45TRUST · 70SAFE · EXPERIMENTALCODING

仕組みと意味から理解する Kubernetes ミニハンズオン (JP)

$ npx skills add motoki317/mini-k8s-hands-on
288 stars36 quality70 trustExperimental2y since pushNeeds review
QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale
TrustPotentially useful, but at least one trust signal needs human inspection.Review: Repository looks stale
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation

CLI + Codex · 4 targets

kubernetes
by motoki317DetailsQuick view
12

Kubernetes Practical Exercises Hands On

NEEDS REVIEW · 45TRUST · 72SAFE · EXPERIMENTALCODING

A repo to help you learn Kubernetes from the ground up by doing practical exercises and teach you how to use Kubernetes to deploy, manage, and scale containerized applic…

$ npx skills add seifrajhi/Kubernetes-practical-exercises-Hands-on
286 stars36 quality72 trustExperimental2y since pushNeeds review
QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation

CLI + Codex · 4 targets

javakubernetes
by seifrajhiDetailsQuick view
13

OpenHands Versa

NEEDS REVIEW · 53TRUST · 75SAFE · REVIEWEDCODING

Code for the paper "Coding Agents with Multimodal Browsing are Generalist Problem Solvers"

$ npx skills add adityasoni9998/OpenHands-Versa
103 stars37 quality75 trustReviewed with permission notes9mo since pushNeeds review
QualityInspect the repository carefully before adding it to an agent workflow.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Coding agents

CLI + Codex · 4 targets

pythoncoding-agent
by adityasoni9998DetailsQuick view
14

Hands On Microservices

NEEDS REVIEW · 36TRUST · 65SAFE · BLOCKEDCODING

从0到1实战微服务架构，开源电子书，第2版

$ npx skills add liheyuan/hands-on-microservices
123 stars33 quality65 trustBlocked for auto-install4y since pushRisky
QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale
TrustPotentially useful, but at least one trust signal needs human inspection.Review: License is unclear
Safety gateThis skill should not be selected by an agent without explicit human security review.

Scenario GitHub automation

CLI + Codex · 4 targets

ci/cd
by liheyuanDetailsQuick view
15

Book

STRONG · 73TRUST · 78SAFE · REVIEWEDDATA

Hands-On Data Visualization: Interactive Storytelling from Spreadsheets to Code is an open-access book, also published with O'Reilly Media.

$ npx skills add HandsOnDataViz/book
312 stars51 quality78 trustReviewed with permission notes2mo since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Data analysis

CLI + Codex · 4 targets

texdata-visualization
by HandsOnDataVizDetailsQuick view
16

Mathmodel Skill

VERIFIEDEXCELLENT · 89TRUST · 79SAFE · REVIEWEDRESEARCH

三竞赛 (CUMCM/MCM/电工杯) 数学建模 skill — harness-agnostic, 同时支持 Claude Code 与 Codex CLI, 全程问答式 (Friendly Mode), 10 阶段 + 4 反馈层 + per-Qi 加权聚合 + 题型 dim 加权 + empirical 实测分位锚定

$ npx skills add handsomeZR-netizen/mathmodel-skill
153 stars59 quality79 trustReviewed with permission notesClaude Code + OpenAI Agents13d 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 Research agents

Claude Code + OpenAI Agents · 4 targets

python
by handsomeZR-netizenDetailsQuick 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.

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