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.

  • Prototype To Figma Skill136 stars

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

    Trust 84Quality 91utility
  • Kubernetes Reflector1.6K stars

    Custom Kubernetes controller that can be used to replicate secrets, configmaps and certificates.

    Trust 89Quality 97devops
  • Big AGI7.0K stars

    AI suite powered by state-of-the-art models and providing advanced AI/AGI functions. Includes AI personas, AG…

    Trust 88Quality 100agent-frameworks

Codex, Claude Code, Cursor

Coding agent skills

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

  • Google Maps Scraper4.3K stars

    scrape data from Google Maps. Extracts data such as the name, address, phone number, website URL, rating, rev…

    Trust 86Quality 99agent-skills
  • Claude Code Tresor731 stars

    A world-class collection of Claude Code utilities: autonomous skills, expert agents, slash commands, and prom…

    Trust 77Quality 77development
  • Novel To Game443 stars

    将任何小说蒸馏为可玩的游戏 · Turn any novel into a playable game — a 7-skill adaptation pipeline for Claude Code, Codex &…

    Trust 81Quality 78design-creative

Documents and knowledge

Research and RAG skills

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

  • Pdf Inspector1.5K stars

    Fast Rust library for PDF inspection, classification, and text extraction. Intelligently detects scanned vs t…

    Trust 83Quality 89document-processing
  • Keystatic2.1K stars

    First class CMS experience, TypeScript API, Markdown & YAML/JSON based, no DB

    Trust 84Quality 96document-processing
  • Multi Class Text Classification Cnn Rnn603 stars

    Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM)…

    Trust 81Quality 76rag-knowledge

Markets and quant

Finance and trading skills

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

  • PyPortfolioOpt5.8K stars

    Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarch…

    Trust 89Quality 100finance
  • Degenbot545 stars

    Python classes to aid rapid development of Uniswap (V2, V3, V4), Curve V1, Solidly V2, Aave V3 arbitrage & li…

    Trust 81Quality 76finance
  • Quantum2.2K stars

    An open-source Python framework for hybrid quantum-classical machine learning.

    Trust 84Quality 96ml-automation

Crawlers and extraction

Web scraping skills

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

  • Crawler Detect2.4K stars

    🕷 CrawlerDetect is a PHP class for detecting bots/crawlers/spiders via the user agent

    Trust 88Quality 96web-automation
  • Php Curl Class3.3K stars

    PHP Curl Class makes it easy to send HTTP requests and integrate with web APIs

    Trust 84Quality 98web-automation
  • Google Maps Scraper2.8K stars

    Google Maps Scraper & Lead Generation Tool. Extract 50+ data points including business emails, phone numbers,…

    Trust 86Quality 97growth-automation

Prompts, B-roll, explainers

Video creation skills

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

  • Drama Skills436 stars

    AI 短剧/漫剧创作 skill 合集，覆盖剧本、资产、分镜、图片/视频提示词到独立审查全链路，适配 Claude Code 与 Codex。| An AI short-drama skill suite for Cl…

    Trust 85Quality 93utility

Images, video, UI

Design and creative skills

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

  • TTS Audio Suite1.0K stars

    A ComfyUI custom node integration for local multi-engine multi-language Text-to-Speech and Voice Conversion.…

    Trust 84Quality 93media-automation
  • LLM RL Visualized4.5K stars

    🌟100+ 原创 LLM / RL 原理图📚，《大模型算法》作者巨献！💥（100+ LLM/RL Algorithm Maps ）

    Trust 82Quality 94ml-automation
  • Have Fun With Machine Learning5.1K stars

    An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

    Trust 77Quality 67ml-automation

Analysis and pipelines

Data and analytics skills

Data analysis, analytics, ETL, notebooks, databases, tables, charts, and reporting workflows.

  • Starrocks12K stars

    The world's fastest open query engine for sub-second analytics both on and off the data lakehouse. With the f…

    Trust 88Quality 100data-analysis
  • JSqlParser6.0K stars

    JSqlParser parses an SQL statement and translate it into a hierarchy of Java classes. The generated hierarchy…

    Trust 86Quality 97data-analysis
  • Folium7.4K stars

    Python Data. Leaflet.js Maps.

    Trust 84Quality 96data-analysis

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

232

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

232 quality228 maintained

Research

Research and knowledge work

70

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

70 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

15

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

15 quality15 maintained

Marketing

Marketing and growth automation

13

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

13 quality13 maintained

Design

Design and creative production

65

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

65 quality58 maintained

Data

Data, BI, and analytics

46

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

46 quality44 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

11

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

11 quality10 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 455 ranked candidates matching "class-activation-maps"

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

1

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
2

Google Maps Scraper

VERIFIEDEXCELLENT · 99TRUST · 86SAFE · REVIEWEDCODING

scrape data from Google Maps. Extracts data such as the name, address, phone number, website URL, rating, reviews number, latitude and longitude, reviews,email and more…

$ npx skills add gosom/google-maps-scraper
4.3K stars67 quality86 trustReviewedClaude Code + OpenAI Agents2mo 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

Claude Code + OpenAI Agents · 4 targets

goai-agents
by gosomDetailsQuick view
3

Electricitymaps Contrib

VERIFIEDEXCELLENT · 98TRUST · 87SAFE · REVIEWEDDATA

The open source repository for Electricity Maps data parsers that powers the world's most comprehensive electricity data platform

$ npx skills add electricitymaps/electricitymaps-contrib
4.0K stars67 quality87 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 Data analysis

CLI + Codex · 4 targets

pythondata-visualization
by electricitymapsDetailsQuick view
4

Php Curl Class

VERIFIEDEXCELLENT · 98TRUST · 84SAFE · REVIEWEDCODING

PHP Curl Class makes it easy to send HTTP requests and integrate with web APIs

$ npx skills add php-curl-class/php-curl-class
3.3K stars66 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: 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

phpweb-automation
by php-curl-classDetailsQuick view
5

ClassIsland

VERIFIEDEXCELLENT · 96TRUST · 86SAFE · REVIEWEDEDUCATION

一款功能强、可定制、跨平台，适用于班级多媒体屏幕的课表信息显示工具，可以一目了然地显示各种信息。

$ npx skills add ClassIsland/ClassIsland
2.6K stars66 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 Education and tutoring

CLI + Codex · 4 targets

c#education
by ClassIslandDetailsQuick view
6

Classroomio

VERIFIEDEXCELLENT · 94TRUST · 88SAFE · REVIEWEDEDUCATION

The Open Source Education Platform for Companies. A Simple and Beautiful Alternative to Moodle LMS, EdX, Thinkific and Teachable

$ npx skills add classroomio/classroomio
1.6K stars64 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 Education and tutoring

CLI + Codex · 4 targets

typescripteducation
by classroomioDetailsQuick view
7

Classifai

STRONG · 80TRUST · 82SAFE · REVIEWEDCODING

Supercharge WordPress Content Workflows and Engagement with Artificial Intelligence.

$ npx skills add 10up/classifai
710 stars54 quality82 trustReviewed1d 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 GitHub automation

CLI + Codex · 4 targets

phpcomputer-vision
by 10upDetailsQuick view
8

Multi Class Text Classification Cnn Rnn

STRONG · 76TRUST · 81SAFE · REVIEWEDRESEARCH

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

$ npx skills add jiegzhan/multi-class-text-classification-cnn-rnn
603 stars53 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 RAG and knowledge

CLI + Codex · 4 targets

pythonembeddings
by jiegzhanDetailsQuick view
9

Arcgis Maps Sdk Dotnet Samples

STRONG · 75TRUST · 77SAFE · REVIEWEDCODING

Sample code for ArcGIS Maps SDK for .NET – WPF, WinUI, .NET MAUI

$ npx skills add Esri/arcgis-maps-sdk-dotnet-samples
458 stars52 quality77 trustReviewed with permission notes1mo 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 Coding agents

CLI + Codex · 4 targets

c#gis
by EsriDetailsQuick view
10

Go Staticmaps

STRONG · 74TRUST · 77SAFE · EXPERIMENTALCODING

A go (golang) library and command line tool to render static map images using OpenStreetMap tiles.

$ npx skills add flopp/go-staticmaps
376 stars52 quality77 trustExperimental2mo 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 gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation

CLI + Codex · 4 targets

gogis
by floppDetailsQuick view
11

Organicmaps

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDLEGAL

🍃 Organic Maps is a free Android & iOS offline maps app for more than 6M travelers, tourists, hikers, and cyclists. It uses crowd-sourced OpenStreetMap data and is deve…

$ npx skills add organicmaps/organicmaps
14.4K stars72 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: License is unclear
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Legal and compliance

CLI + Codex · 4 targets

c++privacy
by organicmapsDetailsQuick view
12

Mapshaper

VERIFIEDEXCELLENT · 94TRUST · 81SAFE · REVIEWEDDATA

Tools for editing Shapefile, GeoJSON, TopoJSON and CSV files

$ npx skills add mbloch/mapshaper
4.1K stars67 quality81 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 Data analysis

CLI + Codex · 4 targets

javascriptcsv
by mblochDetailsQuick view
13

Mapsui

VERIFIEDEXCELLENT · 94TRUST · 88SAFE · REVIEWEDCODING

Mapsui is a .NET Map component for: MAUI, Avalonia, Uno Platform, Blazor, WPF, WinUI, Windows Forms, Eto Forms, .NET for Android and .NET for iOS

$ npx skills add Mapsui/Mapsui
1.5K stars64 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 GitHub automation

CLI + Codex · 4 targets

c#geospatial
by MapsuiDetailsQuick view
14

Aws Eks Kubernetes Masterclass

VERIFIEDEXCELLENT · 87TRUST · 81SAFE · REVIEWEDCODING

AWS EKS Kubernetes - Masterclass | DevOps, Microservices

$ npx skills add stacksimplify/aws-eks-kubernetes-masterclass
1.8K stars61 quality81 trustReviewed with permission notes4mo 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

CLI + Codex · 4 targets

javakubernetes
by stacksimplifyDetailsQuick view
15

Mish

VERIFIEDEXCELLENT · 93TRUST · 86SAFE · REVIEWEDCODING

Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]

$ npx skills add digantamisra98/Mish
1.3K 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

jupyter-notebookcomputer-vision
by digantamisra98DetailsQuick view
16

MapServer

VERIFIEDEXCELLENT · 88TRUST · 84SAFE · REVIEWEDCODING

Source code of the MapServer project. Please submit pull requests to the 'main' branch.

$ npx skills add MapServer/MapServer
1.2K stars63 quality84 trustReviewed1mo 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

cgeospatial
by MapServerDetailsQuick view

Page 1

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