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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 Skill65K stars

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

    Trust 91Quality 100development

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
  • Agent Skills81K stars

    Production-grade engineering skills for AI coding agents.

    Trust 86Quality 100agent-skills
  • Implement176K stars

    Execute an approved engineering ticket with tests, review, and a branch commit.

    Trust 88Quality 100coding-agents

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
  • Quarkdown16K stars

    🪐 Markdown with superpowers: from ideas to papers, presentations, websites, books, and knowledge bases.

    Trust 89Quality 100document-processing
  • Generative AI For Beginners112K stars

    21 Lessons, Get Started Building with Generative AI

    Trust 88Quality 100rag-knowledge

Markets and quant

Finance and trading skills

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

  • Deep Algotrading247 stars

    A resource for learning about deep learning techniques from regression to LSTM and Reinforcement Learning usi…

    Trust 70Quality 44finance
  • CryptoPredictions275 stars

    CryptoCurrency prediction using machine learning and deep learning

    Trust 65Quality 40finance
  • Multichain Crypto Wallet319 stars

    A Multichain crypto wallet library that supports Ethereum, Bitcoin, Solana, Tron, Waves and other EVM compati…

    Trust 73Quality 45web3-analytics

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
  • Gzh Design Skill2.3K stars

    把 Markdown 一键排成可直接粘进公众号编辑器的精致 HTML —— 6 套精选主题 + 主题生成器 + 双关卡校验。An AI-agent skill that turns Markdown into past…

    Trust 81Quality 80agent-frameworks

Slides and decks

PPT and presentation skills

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

  • Share Ppt5.7K stars

    🚗 个人做过的技术分享... ( topic: 高性能架构, 中间件原理实践，云原生，Golang 等)

    Trust 74Quality 67devops
  • 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
  • Canvas Design166K stars

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

    Trust 87Quality 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
  • SiamMask3.5K stars

    [CVPR19/TPAMI23] SiamMask: A Framework for Fast Online Object Tracking and Segmentation

    Trust 82Quality 70robotics-iot
  • Rerender A Video3.0K stars

    [SIGGRAPH Asia 2023] Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation

    Trust 76Quality 64media-automation

Images, video, UI

Design and creative skills

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

  • VIAME337 stars

    Video and Image Analytics for Multiple Environments

    Trust 73Quality 68ml-automation
  • FRESCO783 stars

    [CVPR 2024] FRESCO: Spatial-Temporal Correspondence for Zero-Shot Video Translation

    Trust 70Quality 44media-automation
  • DiLightNet209 stars

    Official Code Release for [SIGGRAPH 2024] DiLightNet: Fine-grained Lighting Control for Diffusion-based Image…

    Trust 75Quality 56media-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

208

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

197 quality188 maintained

Research

Research and knowledge work

74

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

74 quality69 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

16

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

14 quality13 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

55

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

53 quality48 maintained

Data

Data, BI, and analytics

35

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

33 quality33 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

5

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

5 quality5 maintained

World Cup

Football and World Cup analytics

4

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

3 quality3 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 409 ranked candidates matching "iam"

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

1

AirIAM

NEEDS REVIEW · 49TRUST · 73SAFE · EXPERIMENTALCODING

Least privilege AWS IAM Terraformer

$ npx skills add bridgecrewio/AirIAM
824 stars39 quality73 trustExperimental1y 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 Coding agents

CLI + Codex · 4 targets

pythonterraform
by bridgecrewioDetailsQuick view
2

Kube2iam

VERIFIEDEXCELLENT · 92TRUST · 86SAFE · REVIEWEDCODING

kube2iam provides different AWS IAM roles for pods running on Kubernetes

$ npx skills add jtblin/kube2iam
2.0K stars62 quality86 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 GitHub automation

CLI + Codex · 4 targets

htmlkubernetes
by jtblinDetailsQuick view
3

Liam

VERIFIEDEXCELLENT · 99TRUST · 86SAFE · REVIEWEDDATA

Automatically generates beautiful and easy-to-read ER diagrams from your database.

$ npx skills add liam-hq/liam
4.8K stars67 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 Database and SQL

CLI + Codex · 4 targets

typescriptsql
by liam-hqDetailsQuick view
4

Aws Iam Authenticator

VERIFIEDEXCELLENT · 96TRUST · 86SAFE · REVIEWEDCODING

A tool to use AWS IAM credentials to authenticate to a Kubernetes cluster

$ npx skills add kubernetes-sigs/aws-iam-authenticator
2.3K stars65 quality86 trustReviewed with permission notes2mo 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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation

CLI + Codex · 4 targets

gokubernetes
by kubernetes-sigsDetailsQuick view
5

Siamese Triplet

VERIFIEDPROMISING · 69TRUST · 77SAFE · REVIEWEDDESIGN

Siamese and triplet networks with online pair/triplet mining in PyTorch

$ npx skills add adambielski/siamese-triplet
3.2K stars51 quality77 trustReviewed with permission notes3y since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by adambielskiDetailsQuick view
6

Iam Policy Json To Terraform

STRONG · 77TRUST · 81SAFE · REVIEWEDCODING

Small tool to convert an IAM Policy in JSON format into a Terraform aws_iam_policy_document

$ npx skills add flosell/iam-policy-json-to-terraform
817 stars54 quality81 trustReviewed2mo since pushSafe to try
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 gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Coding agents

CLI + Codex · 4 targets

javascriptterraform
by flosellDetailsQuick view
7

Pytorch SiamFC

NEEDS REVIEW · 43TRUST · 69SAFE · BLOCKEDCODING

Pytorch implementation of "Fully-Convolutional Siamese Networks for Object Tracking"

$ npx skills add rafellerc/Pytorch-SiamFC
634 stars38 quality69 trustBlocked for auto-install6y 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

pythoncomputer-vision
by rafellercDetailsQuick view
8

Siamese Fc

NEEDS REVIEW · 48TRUST · 72SAFE · EXPERIMENTALCODING

Arbitrary object tracking at 50-100 FPS with Fully Convolutional Siamese networks.

$ npx skills add bertinetto/siamese-fc
628 stars38 quality72 trustExperimental7y 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

matlabcomputer-vision
by bertinettoDetailsQuick view
9

Siamfc Tf

NEEDS REVIEW · 43TRUST · 67SAFE · BLOCKEDCODING

SiamFC tracking in TensorFlow.

$ npx skills add torrvision/siamfc-tf
572 stars38 quality67 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 GitHub automation

CLI + Codex · 4 targets

pythoncomputer-vision
by torrvisionDetailsQuick view
10

VictoriaMetrics

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

VictoriaMetrics: fast, cost-effective monitoring solution and time series database

$ npx skills add VictoriaMetrics/VictoriaMetrics
17.2K stars73 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 Database and SQL

CLI + Codex · 4 targets

gokubernetes
by VictoriaMetricsDetailsQuick view
11

SiamMask

VERIFIEDSTRONG · 70TRUST · 82SAFE · REVIEWEDDESIGN

[CVPR19/TPAMI23] SiamMask: A Framework for Fast Online Object Tracking and Segmentation

$ npx skills add foolwood/SiamMask
3.5K stars52 quality82 trustReviewed with permission notes1y 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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Multimodal media

CLI + Codex · 4 targets

pythoncomputer-vision
by foolwoodDetailsQuick view
12

Diamond

VERIFIEDPROMISING · 68TRUST · 81SAFE · REVIEWEDRESEARCH

DIAMOND (DIffusion As a Model Of eNvironment Dreams) is a reinforcement learning agent trained in a diffusion world model. NeurIPS 2024 Spotlight.

$ npx skills add eloialonso/diamond
2.1K stars50 quality81 trustReviewed with permission notes2y since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Research agents

CLI + Codex · 4 targets

pythonmachine-learning
by eloialonsoDetailsQuick view
13

VIAME

PROMISING · 68TRUST · 73SAFE · REVIEWEDDESIGN

Video and Image Analytics for Multiple Environments

$ npx skills add VIAME/VIAME
337 stars51 quality73 trustReviewed with permission notes1mo since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.
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

pythonmachine-learning
by VIAMEDetailsQuick view
14

Book SocialMediaMiningPython

NEEDS REVIEW · 43TRUST · 66SAFE · BLOCKEDCODING

Companion code for the book "Mastering Social Media Mining with Python"

$ npx skills add bonzanini/Book-SocialMediaMiningPython
564 stars38 quality66 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 Coding agents

CLI + Codex · 4 targets

pythondata-visualization
by bonzaniniDetailsQuick view
15

RAG Techniques

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · REVIEWEDRESEARCH

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

$ npx skills add NirDiamant/RAG_Techniques
28.1K stars74 quality86 trustReviewedOpenAI Agents + LangChain2mo 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 RAG and knowledge

OpenAI Agents + LangChain · 4 targets

jupyter-notebooksemantic-search
by NirDiamantDetailsQuick view
16

GenAI Agents

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

$ npx skills add NirDiamant/GenAI_Agents
22.7K stars74 quality87 trustReviewedOpenAI Agents + LangChain2mo 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 Coding agents

OpenAI Agents + LangChain · 4 targets

jupyter-notebookai-agents
by NirDiamantDetailsQuick 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