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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.

  • Typescript React Nextjs Patterns15 stars

    Production-grade TypeScript patterns for React & Next.js — Agent Skill for Claude Code, Cursor, Codex. 17 mod…

    Trust 74Quality 62coding-agents
  • K8s Tutorials5.8K stars

    k8s tutorials | k8s 教程

    Trust 83Quality 85devops
  • Stable Diffusion2.7K stars

    FLUX, Stable Diffusion, SDXL, SD3, LoRA, Fine Tuning, DreamBooth, Training, Automatic1111, Forge WebUI, Swarm…

    Trust 88Quality 100education

Codex, Claude Code, Cursor

Coding agent skills

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

  • AI Agents Projects Tutorials2.8K stars

    Multi-agent systems, memory, planning, reasoning loops

    Trust 84Quality 95agent-skills
  • Awesome Agent Skills5.8K stars

    A curated list of skills, tools, tutorials, and capabilities for AI coding agents (Claude, Codex, Antigravity…

    Trust 81Quality 93development
  • Agent Skills10 stars

    A collection of Agent Skills for AI coding assistants (Claude, Cursor, Copilot). Following agentskills.io spe…

    Trust 74Quality 61coding-agents

Documents and knowledge

Research and RAG skills

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

  • RAG Techniques28K stars

    This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each…

    Trust 86Quality 100rag-knowledge
  • Vectordb Recipes962 stars

    Resource, examples & tutorials for multimodal AI, RAG and agents using vector search and LLMs

    Trust 79Quality 75rag-knowledge
  • Beautify Github Profile12K stars

    This repository will assist you in creating a more beautiful and appealing github profile, and you will have…

    Trust 88Quality 100document-processing

Markets and quant

Finance and trading skills

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

  • Stockquant Suite Tutorial119 stars

    7 款股民免费股票量化交易量化软件（果仁 /PTrade/QMT/ 聚宽 / BackTrader/真格/天勤 等）配套账号、视频教程、策略源码、工具合集，支持券商实盘对接，从入门到熟练掌握。金融量化

    Trust 78Quality 66finance
  • Tutorials1.1K stars

    Ipython notebooks for math and finance tutorials

    Trust 75Quality 60finance
  • WTF Zk2.1K stars

    零知识证明入门教程。Comprehensive Zero-Knowledge Proofs Tutorial. #zk #WIP

    Trust 83Quality 81web3-analytics

Crawlers and extraction

Web scraping skills

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

  • Easy Scraping Tutorial814 stars

    Simple but useful Python web scraping tutorial code.

    Trust 71Quality 49web-automation
  • Web Scraping884 stars

    Detailed web scraping tutorials for dummies with financial data crawlers on Reddit WallStreetBets, CME (both…

    Trust 73Quality 56web-automation
  • Pythoncode Tutorials3.0K stars

    The Python Code Tutorials

    Trust 87Quality 100web-automation

Slides and decks

PPT and presentation skills

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

  • Container.Training3.9K stars

    Slides and code samples for training, tutorials, and workshops about Docker, containers, and Kubernetes.

    Trust 80Quality 93devops

Prompts, B-roll, explainers

Video creation skills

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

  • Video Use17K stars

    Edit videos with coding agents

    Trust 88Quality 100media
  • Ffmpeg Libav Tutorial11K stars

    FFmpeg libav tutorial - learn how media works from basic to transmuxing, transcoding and more. Translations:…

    Trust 90Quality 100media-automation

Images, video, UI

Design and creative skills

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

  • Qxresearch Event 12.7K stars

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

    Trust 88Quality 94ml-automation
  • Notebooks9.5K stars

    A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from…

    Trust 86Quality 97ml-automation
  • Shape Creator Tutorial250 stars

    Create and control 3D shapes using hand gestures in real-time. Built with mediapipe computer vision and three…

    Trust 68Quality 43robotics-iot

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

82

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

76 quality55 maintained

Research

Research and knowledge work

16

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

15 quality13 maintained

Presentation

Presentation and deck workflows

0

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

0 quality0 maintained

Finance

Finance and quant workflows

7

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

7 quality5 maintained

Marketing

Marketing and growth automation

0

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

0 quality0 maintained

Design

Design and creative production

36

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

35 quality17 maintained

Data

Data, BI, and analytics

13

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

11 quality3 maintained

Legal

Legal, policy, and compliance

0

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

0 quality0 maintained

Education

Education and tutoring

4

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

3 quality3 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 149 ranked candidates matching "leedl-tutorial"

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

1

Leedl Tutorial

VERIFIEDEXCELLENT · 86TRUST · 83SAFE · REVIEWEDCODING

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

$ npx skills add datawhalechina/leedl-tutorial
16.6K stars62 quality83 trustReviewed with permission notesOpenAI Agents8mo 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

OpenAI Agents + CLI · 4 targets

jupyter-notebookmachine-learning
by datawhalechinaDetailsQuick view
2

Ffmpeg Libav Tutorial

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDDESIGN

FFmpeg libav tutorial - learn how media works from basic to transmuxing, transcoding and more. Translations: 🇺🇸 🇨🇳 🇰🇷 🇪🇸 🇻🇳 🇧🇷 🇷🇺

$ npx skills add leandromoreira/ffmpeg-libav-tutorial
11.0K stars71 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 Multimodal media

CLI + Codex · 4 targets

cvideo
by leandromoreiraDetailsQuick view
3

TensorFlow Tutorials

VERIFIEDSTRONG · 74TRUST · 79SAFE · REVIEWEDDESIGN

TensorFlow Tutorials with YouTube Videos

$ npx skills add Hvass-Labs/TensorFlow-Tutorials
9.3K stars54 quality79 trustReviewed with permission notes6y 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

jupyter-notebookmachine-learning
by Hvass-LabsDetailsQuick view
4

PyTorch Tutorial 2nd

VERIFIEDPROMISING · 66TRUST · 78SAFE · REVIEWEDDATA

《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。

$ npx skills add TingsongYu/PyTorch-Tutorial-2nd
4.5K stars52 quality78 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: License is unclear
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Data analysis

CLI + Codex · 4 targets

jupyter-notebookcomputer-vision
by TingsongYuDetailsQuick view
5

Deep Learning With PyTorch Tutorials

VERIFIEDPROMISING · 64TRUST · 74SAFE · EXPERIMENTALCODING

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

$ npx skills add dragen1860/Deep-Learning-with-PyTorch-Tutorials
3.1K stars51 quality74 trustExperimental7y 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: License is unclear
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation

CLI + Codex · 4 targets

pythonmachine-learning
by dragen1860DetailsQuick view
6

A PyTorch Tutorial To Image Captioning

VERIFIEDPROMISING · 69TRUST · 78SAFE · REVIEWEDCODING

Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

$ npx skills add sgrvinod/a-PyTorch-Tutorial-to-Image-Captioning
2.9K stars51 quality78 trustReviewed with permission notes4y 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 Coding agents

CLI + Codex · 4 targets

pythoncomputer-vision
by sgrvinodDetailsQuick view
7

K8s Tutorial Cn

VERIFIEDSTRONG · 74TRUST · 81SAFE · REVIEWEDCODING

The most(might be) detailed Kubernetes tutorials in Chinese. 全网（可能）最详细的Kubernetes中文教程。

$ npx skills add chaseSpace/k8s-tutorial-cn
1.6K stars53 quality81 trustReviewed with permission notes8mo 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: License is unclear
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation

CLI + Codex · 4 targets

makefilekubernetes
by chaseSpaceDetailsQuick view
8

Ansible Interactive Tutorial

VERIFIEDPROMISING · 61TRUST · 70SAFE · EXPERIMENTALCODING

Interactive Ansible tutorials with dead simple setup via Docker

$ npx skills add turkenh/ansible-interactive-tutorial
1.5K stars49 quality70 trustExperimental5y since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.Check: Repository looks stale
TrustPotentially useful, but at least one trust signal needs human inspection.Review: License is unclear
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation

CLI + Codex · 4 targets

shelldevops
by turkenhDetailsQuick view
9

Tutorials

VERIFIEDPROMISING · 60TRUST · 75SAFE · EXPERIMENTALFINANCE

Ipython notebooks for math and finance tutorials

$ npx skills add Auquan/Tutorials
1.1K stars48 quality75 trustExperimental6y 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: License is unclear
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Finance and quant

CLI + Codex · 4 targets

jupyter-notebooktrading
by AuquanDetailsQuick view
10

Haystack Tutorials

STRONG · 74TRUST · 77SAFE · REVIEWEDRESEARCH

Here you can find all the Tutorials for Haystack 📓

$ npx skills add deepset-ai/haystack-tutorials
365 stars52 quality77 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 RAG and knowledge

CLI + Codex · 4 targets

jupyter-notebooksemantic-search
by deepset-aiDetailsQuick view
11

Navigation2 Tutorials

PROMISING · 66TRUST · 73SAFE · REVIEWEDCODING

Tutorial code referenced in https://docs.nav2.org/

$ npx skills add ros-navigation/navigation2_tutorials
354 stars49 quality73 trustReviewed with permission notes3mo 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 Coding agents

CLI + Codex · 4 targets

pythonrobotics
by ros-navigationDetailsQuick view
12

Youtube Tutorials

NEEDS REVIEW · 50TRUST · 71SAFE · EXPERIMENTALCODING

Collection of scripts corresponding to LucidProgramming YouTube tutorials

$ npx skills add vprusso/youtube_tutorials
928 stars39 quality71 trustExperimental4y 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

pythonweb-automation
by vprussoDetailsQuick view
13

Rl Tutorial Jnrr19

NEEDS REVIEW · 49TRUST · 73SAFE · EXPERIMENTALDATA

Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019

$ npx skills add araffin/rl-tutorial-jnrr19
744 stars39 quality73 trustExperimental3y 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 Data analysis

CLI + Codex · 4 targets

jupyter-notebooknotebook
by araffinDetailsQuick view
14

Tensorflow Tutorial

NEEDS REVIEW · 44TRUST · 68SAFE · BLOCKEDDATA

TensorFlow and Deep Learning Tutorials

$ npx skills add wagamamaz/tensorflow-tutorial
729 stars39 quality68 trustBlocked for auto-install8y 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 Data analysis

CLI + Codex · 4 targets

notebook
by wagamamazDetailsQuick view
15

Knative Tutorial

PROMISING · 62TRUST · 72SAFE · EXPERIMENTALCODING

https://dn.dev/master A practical guide to get started with Knative. Knative concepts are explained simple and easy way with lots of demos and exercises.

$ npx skills add redhat-developer-demos/knative-tutorial
291 stars44 quality72 trustExperimental7mo since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Coding agents

CLI + Codex · 4 targets

shellkubernetes
by redhat-developer-demosDetailsQuick view
16

PocketFlow Tutorial Codebase Knowledge

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

Pocket Flow: Codebase to Tutorial

$ npx skills add The-Pocket/PocketFlow-Tutorial-Codebase-Knowledge
12.4K stars69 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

pythonllm
by The-PocketDetailsQuick 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