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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.

  • Taste Skill65K stars

    Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop

    Trust 91Quality 100development
  • 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
  • Meteocons1.6K stars

    Beautiful, hand-crafted animated weather icons that feel alive.

    Trust 84Quality 91design-creative

Codex, Claude Code, Cursor

Coding agent skills

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

  • Mex940 stars

    Persistent project memory for AI coding agents. Structured scaffold + drift detection CLI.

    Trust 77Quality 78coding-agents
  • Context Engineering Kit1.3K stars

    Hand-crafted Claude Code Skills focused on improving agent results quality. Compatible with OpenCode, Cursor,…

    Trust 85Quality 96development
  • Prototype To Figma Skill136 stars

    Claude skill: Prototype → Figma. Analyzes a Claude Code prototype, maps components to your Figma design syste…

    Trust 84Quality 91utility

Documents and knowledge

Research and RAG skills

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

  • Controllable RAG Agent1.6K stars

    This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answe…

    Trust 87Quality 94rag-knowledge
  • Elasticsuite805 stars

    Smile ElasticSuite - Magento 2 merchandising and search engine built on ElasticSearch

    Trust 81Quality 77rag-knowledge
  • Examples3.0K stars

    Jupyter Notebooks to help you get hands-on with Pinecone vector databases

    Trust 86Quality 97rag-knowledge

Markets and quant

Finance and trading skills

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

  • Cryptofeed2.9K stars

    Cryptocurrency Exchange Websocket Data Feed Handler

    Trust 78Quality 81finance
  • Atom773 stars

    Atom Agent, automate your workflows by talking to an AI — and let it remember, search, and handle tasks like…

    Trust 81Quality 77finance
  • Paykit1.0K stars

    The billing framework for TypeScript. Products in code, handles Stripe, webhooks, and usage state, runs in yo…

    Trust 83Quality 78finance

Crawlers and extraction

Web scraping skills

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

  • Skills2.4K stars

    Browser automation CLI built for AI agents. Break through anti-bot walls, hand off to humans across platforms…

    Trust 82Quality 96web-automation
  • Httpcloak1.1K stars

    Go HTTP client with browser-identical TLS/HTTP2 fingerprinting. Bypass bot detection by perfectly mimicking C…

    Trust 85Quality 99web-automation
  • Changedetection.Io32K stars

    Best and simplest tool for website change detection, web page monitoring, and website change alerts. Perfect…

    Trust 90Quality 100web-automation

Slides and decks

PPT and presentation skills

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

  • ClaudeSkills626 stars

    13 curated Claude Code agent skills — decks, deep research, PRDs, articles, audits. Tested like software.

    Trust 87Quality 95presentation

Prompts, B-roll, explainers

Video creation skills

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

  • Vox Director486 stars

    Turn one topic into a finished Vox-style paper-collage explainer/ad video — automated end to end on Atlas Clo…

    Trust 85Quality 95utility
  • Seedance 2.0 Skill OS796 stars

    Direct the model. Do not micro-manage the frame.

    Trust 75Quality 86Creative
  • Video Editing Skill142 stars

    OpenClaw/Codex Skill: Auto video editing for talk/vlog videos — speech recognition, sentence splitting, subti…

    Trust 81Quality 83media

Images, video, UI

Design and creative skills

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

  • PySceneDetect5.0K stars

    :movie_camera: Python and OpenCV-based scene cut/transition detection program & library.

    Trust 88Quality 99media-automation
  • Qxresearch Event 12.7K stars

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

    Trust 88Quality 94ml-automation
  • Kokoro FastAPI5.1K stars

    Dockerized FastAPI wrapper for Kokoro-82M text-to-speech model w/multiplatform CPU, AMD, NVIDIA GPU PyTorch s…

    Trust 87Quality 99media-automation

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

216

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

216 quality213 maintained

Research

Research and knowledge work

81

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

81 quality79 maintained

Presentation

Presentation and deck workflows

2

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

2 quality2 maintained

Finance

Finance and quant workflows

15

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

15 quality14 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

74

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

74 quality70 maintained

Data

Data, BI, and analytics

38

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

38 quality37 maintained

Legal

Legal, policy, and compliance

11

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

11 quality11 maintained

Education

Education and tutoring

8

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

8 quality8 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 440 ranked candidates matching "hand-detection"

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

1

Changedetection.Io

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDMARKETING

Best and simplest tool for website change detection, web page monitoring, and website change alerts. Perfect for tracking content changes, price drops, restock alerts, a…

$ npx skills add dgtlmoon/changedetection.io
32.0K stars75 quality90 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 Content automation

CLI + Codex · 4 targets

pythonweb-automation
by dgtlmoonDetailsQuick view
2

Kubernetes Handbook

VERIFIEDEXCELLENT · 89TRUST · 82SAFE · REVIEWEDCODING

Kubernetes 架构与生态：从云原生到 AI 原生基础设施的构建指南

$ npx skills add rootsongjc/kubernetes-handbook
11.6K stars65 quality82 trustReviewed with permission notes7mo 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 GitHub automation

CLI + Codex · 4 targets

mermaidkubernetes
by rootsongjcDetailsQuick view
3

Pytorch Handbook

VERIFIEDSTRONG · 74TRUST · 78SAFE · REVIEWEDDESIGN

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

$ npx skills add zergtant/pytorch-handbook
21.7K stars59 quality78 trustReviewed with permission notes2y since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.Check: Repository looks stale
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 Multimodal media

CLI + Codex · 4 targets

jupyter-notebookmachine-learning
by zergtantDetailsQuick view
4

Anomaly Detection Resources

VERIFIEDEXCELLENT · 95TRUST · 88SAFE · REVIEWEDDESIGN

Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!

$ npx skills add yzhao062/anomaly-detection-resources
9.3K stars62 quality88 trustReviewed5mo 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

pythonmachine-learning
by yzhao062DetailsQuick view
5

Nginx Admins Handbook

VERIFIEDSTRONG · 78TRUST · 77SAFE · EXPERIMENTALRESEARCH

How to improve NGINX performance, security, and other important things.

$ npx skills add trimstray/nginx-admins-handbook
14.2K stars57 quality77 trustExperimental2y since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.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 RAG and knowledge

CLI + Codex · 4 targets

shellnotes
by trimstrayDetailsQuick view
6

Graph Fraud Detection Papers

VERIFIEDEXCELLENT · 87TRUST · 84SAFE · REVIEWEDDESIGN

A curated list of Graph/Transformer-based fraud, anomaly, and outlier detection papers & resources

$ npx skills add safe-graph/graph-fraud-detection-papers
1.9K stars62 quality84 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: License is unclear
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Multimodal media

CLI + Codex · 4 targets

machine-learning
by safe-graphDetailsQuick view
7

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
8

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
9

Stagehand

VERIFIEDEXCELLENT · 100TRUST · 85SAFE · REVIEWEDCODING

Build browser agents with natural language actions

$ npx skills add browserbase/stagehand
23.5K stars74 quality85 trustReviewed with permission notesBrowser agents16d 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 Testing and QA

Browser agents + CLI · 4 targets

typescriptbrowserbaseplaywright
by browserbaseDetailsQuick view
10

Chandra

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDRESEARCH

OCR model that handles complex tables, forms, handwriting with full layout.

$ npx skills add datalab-to/chandra
11.2K stars69 quality87 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 Document processing

CLI + Codex · 4 targets

pythonocr
by datalab-toDetailsQuick view
11

Porcupine

VERIFIEDEXCELLENT · 99TRUST · 86SAFE · REVIEWEDDESIGN

On-device wake word detection powered by deep learning

$ npx skills add Picovoice/porcupine
4.9K stars68 quality86 trustReviewed1mo 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

pythonspeech
by PicovoiceDetailsQuick view
12

LLM Engineers Handbook

VERIFIEDEXCELLENT · 97TRUST · 88SAFE · REVIEWEDCODING

The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

$ npx skills add PacktPublishing/LLM-Engineers-Handbook
5.2K stars65 quality88 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 Coding agents

CLI + Codex · 4 targets

pythonllmops
by PacktPublishingDetailsQuick view
13

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 trustReviewed23d 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
14

Aws Node Termination Handler

VERIFIEDEXCELLENT · 95TRUST · 86SAFE · REVIEWEDCODING

Gracefully handle EC2 instance shutdown within Kubernetes

$ npx skills add aws/aws-node-termination-handler
1.8K stars64 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 GitHub automation

CLI + Codex · 4 targets

gokubernetes
by awsDetailsQuick view
15

Handcrafted Persona Engine

VERIFIEDEXCELLENT · 88TRUST · 84SAFE · REVIEWEDCODING

An AI-powered interactive avatar engine using Live2D, LLM, ASR, TTS, and RVC. Ideal for VTubing, streaming, and virtual assistant applications.

$ npx skills add elevenyellow/handcrafted-persona-engine
1.3K stars64 quality84 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: License is unclear
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Coding agents

CLI + Codex · 4 targets

c#chatbot
by elevenyellowDetailsQuick view
16

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

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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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