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.

  • 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
  • Learnstorybook.Com2.4K stars

    Static site and content for Storybook tutorials

    Trust 84Quality 93design-creative

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
  • ReiPenFlow168 stars

    Codex skill for local sandbox, CTF, authorized pentest and reverse-engineering workflows.

    Trust 85Quality 87security

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
  • 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
  • Technical EBooks457 stars

    PDFs for programming tutorials.

    Trust 75Quality 75document-processing

Markets and quant

Finance and trading skills

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

  • WTF Zk2.1K stars

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

    Trust 83Quality 81web3-analytics
  • Clean Fid1.2K stars

    PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]

    Trust 81Quality 69robotics-iot
  • Bitsandbytes8.3K stars

    Accessible large language models via k-bit quantization for PyTorch.

    Trust 87Quality 100ml-automation

Crawlers and extraction

Web scraping skills

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

  • Pythoncode Tutorials3.0K stars

    The Python Code Tutorials

    Trust 87Quality 100web-automation
  • Scrape Google Python1.3K stars

    In this tutorial, we showcase how to scrape public Google data with Python and Oxylabs API.

    Trust 81Quality 89web-automation
  • PaddleOCR2Pytorch1.2K stars

    PaddleOCR inference in PyTorch. Converted from [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR)

    Trust 87Quality 93document-processing

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
  • Diffusers34K stars

    🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

    Trust 90Quality 100media-automation
  • 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
  • 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
  • BitNet1.9K stars

    Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch

    Trust 87Quality 95ml-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

56

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

56 quality48 maintained

Research

Research and knowledge work

14

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

14 quality14 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

5

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

5 quality3 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

75

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

75 quality50 maintained

Data

Data, BI, and analytics

5

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

5 quality2 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

3

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 158 ranked candidates matching "pytorch-tutorial"

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

1

PyTorch Tutorial

VERIFIEDSTRONG · 74TRUST · 79SAFE · REVIEWEDDESIGN

Build your neural network easy and fast, 莫烦Python中文教学

$ npx skills add MorvanZhou/PyTorch-Tutorial
8.5K stars54 quality79 trustReviewed with permission notes3y 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 MorvanZhouDetailsQuick view
2

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
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

Pytorch Lightning

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDCODING

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

$ npx skills add Lightning-AI/pytorch-lightning
31.2K 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 GitHub automation

CLI + Codex · 4 targets

pythonmachine-learning
by Lightning-AIDetailsQuick view
5

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
6

Pytorch Deep Learning

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDDESIGN

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

$ npx skills add mrdbourke/pytorch-deep-learning
18.2K stars66 quality87 trustReviewed6mo 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 mrdbourkeDetailsQuick view
7

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
8

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
9

Thorough Pytorch

VERIFIEDSTRONG · 82TRUST · 79SAFE · REVIEWEDDESIGN

PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/

$ npx skills add datawhalechina/thorough-pytorch
3.7K stars60 quality79 trustReviewed with permission notes7mo 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 Multimodal media

CLI + Codex · 4 targets

jupyter-notebookmachine-learning
by datawhalechinaDetailsQuick view
10

Ssd.Pytorch

VERIFIEDSTRONG · 72TRUST · 79SAFE · REVIEWEDDESIGN

A PyTorch Implementation of Single Shot MultiBox Detector

$ npx skills add amdegroot/ssd.pytorch
5.2K stars53 quality79 trustReviewed with permission notes5y 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

pythonmachine-learning
by amdegrootDetailsQuick view
11

Pytorch Tabular

VERIFIEDEXCELLENT · 92TRUST · 84SAFE · REVIEWEDDESIGN

A unified framework for Deep Learning Models on tabular data

$ npx skills add pytorch-tabular/pytorch_tabular
1.7K stars61 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 Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by pytorch-tabularDetailsQuick view
12

PaddleOCR2Pytorch

VERIFIEDEXCELLENT · 93TRUST · 87SAFE · REVIEWEDRESEARCH

PaddleOCR inference in PyTorch. Converted from [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR)

$ npx skills add frotms/PaddleOCR2Pytorch
1.2K stars63 quality87 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 Document processing

CLI + Codex · 4 targets

pythonocr
by frotmsDetailsQuick view
13

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
14

Pytorch

VERIFIEDEXCELLENT · 100TRUST · 84SAFE · REVIEWEDDESIGN

Tensors and Dynamic neural networks in Python with strong GPU acceleration

$ npx skills add pytorch/pytorch
100.8K stars78 quality84 trustReviewed with permission notes2mo 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 Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by pytorchDetailsQuick view
15

Pytorch Grad Cam

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDDESIGN

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

$ npx skills add jacobgil/pytorch-grad-cam
12.9K stars72 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

pythonmachine-learning
by jacobgilDetailsQuick view
16

Pytorch Cpp

VERIFIEDSTRONG · 81TRUST · 82SAFE · REVIEWEDDESIGN

C++ Implementation of PyTorch Tutorials for Everyone

$ npx skills add prabhuomkar/pytorch-cpp
2.1K stars54 quality82 trustReviewed with permission notes11mo 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 Multimodal media

CLI + Codex · 4 targets

c++machine-learning
by prabhuomkarDetailsQuick 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