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.

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
  • Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful r…

    Trust 91Quality 100design-creative

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
  • Open Design83K stars

    🎨 Local-first, open-source Claude Design alternative. 🖥️ Native desktop app. ⚡ 259+ Skills · ✨ 142+ Design…

    Trust 91Quality 100agent-skills
  • Agent Skills81K stars

    Production-grade engineering skills for AI coding agents.

    Trust 86Quality 100agent-skills

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
  • PaddleOCR83K stars

    Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bri…

    Trust 89Quality 100document-processing
  • Docling63K stars

    Get your documents ready for gen AI

    Trust 89Quality 100document-processing

Markets and quant

Finance and trading skills

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

  • PatternPy467 stars

    📈 PatternPy: A Python package revolutionizing trading analysis with high-speed pattern recognition, leveragi…

    Trust 67Quality 48finance
  • TradingAgents88K stars

    TradingAgents: Multi-Agents LLM Financial Trading Framework

    Trust 88Quality 100finance
  • Union74K stars

    The trust-minimized, zero-knowledge bridging protocol, designed for censorship resistance, extremely high sec…

    Trust 91Quality 100web3-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
  • Scrapling70K stars

    Adaptive web scraping for agent data collection

    Trust 85Quality 100web-automation

Slides and decks

PPT and presentation skills

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

  • 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
  • Atomspace978 stars

    The OpenCog (hyper-)graph database and graph rewriting system

    Trust 73Quality 66rag-knowledge

Prompts, B-roll, explainers

Video creation skills

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

  • 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
  • List of Computer Science courses with video lectures.

    Trust 85Quality 100ml-automation
  • Screenarc501 stars

    ScreenArc – Cross-platform screen recorder & editor with automatic cinematic zooms, mouse tracking, and effor…

    Trust 79Quality 72productivity-automation

Images, video, UI

Design and creative skills

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

  • Apply Anthropic official brand colors, typography, and visual standards to appropriate Anthropic-related arti…

    Trust 88Quality 100design-creative
  • Unsloth67K stars

    Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss loca…

    Trust 90Quality 100media-automation
  • Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

    Trust 85Quality 100ml-automation

Supply tracks

Build the registry by domain, not just by count.

Coding

Coding and developer agents

177

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

175 quality174 maintained

Research

Research and knowledge work

65

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

65 quality64 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

14

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

13 quality13 maintained

Marketing

Marketing and growth automation

11

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

11 quality10 maintained

Design

Design and creative production

47

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

47 quality47 maintained

Data

Data, BI, and analytics

36

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

3

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

Decision filters

Choose by scenario, quality, and trust signals.

Showing 1-16 of 359 ranked candidates matching "oms"

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

1

TOMs

PROMISING · 60TRUST · 74SAFE · REVIEWEDCODING

TOMs is a fully open-source, high-performance, systematic, plugin-oriented, and scenario-agnostic general-purpose development framework.

$ npx skills add ganweisoft/TOMs
480 stars41 quality74 trustReviewed with permission notes8mo 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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Coding agents

CLI + Codex · 4 targets

csskubernetes
by ganweisoftDetailsQuick view
2

Disease Prediction From Symptoms

NEEDS REVIEW · 41TRUST · 65SAFE · BLOCKEDCODING

Disease Prediction based on Symptoms.

$ npx skills add anujdutt9/Disease-Prediction-from-Symptoms
341 stars36 quality65 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

jupyter-notebookmachine-learning
by anujdutt9DetailsQuick view
3

Controller Idioms

PROMISING · 68TRUST · 75SAFE · REVIEWEDCODING

Generic libraries for building idiomatic Kubernetes controllers

$ npx skills add authzed/controller-idioms
201 stars47 quality75 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: 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

gokubernetes
by authzedDetailsQuick view
4

Oms Erp

VERIFIEDSTRONG · 84TRUST · 84SAFE · REVIEWEDMARKETING

一站式全渠道业务中台系统包括订单管理系统OMS/电商ERP、库存WMS统一管理系统和SAP财务管理系统等,实现快速部署,并帮助企业后续自主进行开发迭代,实现数字化转型,并有多个经典案例。中台系统包括:通用业务中台、强大的技术中台Springcloud/Istio、后续开发方案的设计,技术(K8S,SERVERLESS)及管理人员的培训等。

$ npx skills add FJ-OMS/oms-erp
1.9K stars58 quality84 trustReviewed7mo 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: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Marketing and growth

CLI + Codex · 4 targets

javacrm
by FJ-OMSDetailsQuick view
5

Atomspace

PROMISING · 66TRUST · 73SAFE · REVIEWEDRESEARCH

The OpenCog (hyper-)graph database and graph rewriting system

$ npx skills add opencog/atomspace
978 stars48 quality73 trustReviewed with permission notes6mo 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 RAG and knowledge

CLI + Codex · 4 targets

c++knowledge-graph
by opencogDetailsQuick view
6

DeepLearningFromScratch

VERIFIEDSTRONG · 78TRUST · 82SAFE · REVIEWEDRESEARCH

《深度学习入门:基于Python的理论与实现》电子版及配套代码​。​

$ npx skills add qiaohaoforever/DeepLearningFromScratch
1.1K stars52 quality82 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: Quality score needs review
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Document processing

CLI + Codex · 4 targets

pythonpdf
by qiaohaoforeverDetailsQuick view
7

Traefik Forward Auth

VERIFIEDEXCELLENT · 93TRUST · 82SAFE · REVIEWEDCODING

Minimal forward authentication service that provides Google/OpenID oauth based login and authentication for the traefik reverse proxy

$ npx skills add thomseddon/traefik-forward-auth
2.4K stars62 quality82 trustReviewed with permission notes4mo 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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Coding agents

CLI + Codex · 4 targets

gokubernetes
by thomseddonDetailsQuick view
8

Ava

PROMISING · 67TRUST · 72SAFE · REVIEWEDDESIGN

All-in-one desktop app for running LLMs locally.

$ npx skills add cztomsik/ava
470 stars49 quality72 trustReviewed with permission notes4mo 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

typescriptmachine-learning
by cztomsikDetailsQuick view
9

Rust Skills

STRONG · 71TRUST · 78SAFE · REVIEWEDCODING

A collection of 265 rules across 26 categories that AI coding agents can use to write idiomatic, fast, and safe Rust.

$ npx skills add leonardomso/rust-skills
342 stars48 quality78 trustReviewed with permission notesClaude Code + OpenAI Agents2mo 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

Claude Code + OpenAI Agents · 4 targets

pythonai-agents
by leonardomsoDetailsQuick view
10

Volesti

STRONG · 71TRUST · 77SAFE · REVIEWEDCODING

Practical volume computation and sampling in high dimensions

$ npx skills add GeomScale/volesti
187 stars50 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 GitHub automation

CLI + Codex · 4 targets

c++scientific-computing
by GeomScaleDetailsQuick view
11

SportsLabKit

NEEDS REVIEW · 45TRUST · 68SAFE · EXPERIMENTALWORLD CUP

A python package for turning sports video into csv files

$ npx skills add AtomScott/SportsLabKit
319 stars36 quality68 trustExperimental3y 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 Sports analytics

CLI + Codex · 4 targets

jupyter-notebooksports-data
by AtomScottDetailsQuick view
12

Disease Prediction Using Django And Machine Learning

NEEDS REVIEW · 51TRUST · 71SAFE · EXPERIMENTALCODING

**A end to end project - Powered by Django and Machine Learning** - This project aims to provide a web platform to predict the occurrences of disease on the basis of var…

$ npx skills add anuj-glitch/Disease-Prediction-using-Django-and-machine-learning
301 stars36 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

cssmachine-learning
by anuj-glitchDetailsQuick view
13

Awkward

STRONG · 81TRUST · 80SAFE · REVIEWEDDATA

Manipulate JSON-like data with NumPy-like idioms.

$ npx skills add scikit-hep/awkward
965 stars55 quality80 trustReviewed19d 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 Data analysis

CLI + Codex · 4 targets

pythondata-analysis
by scikit-hepDetailsQuick view
14

Screenarc

STRONG · 72TRUST · 79SAFE · REVIEWEDCODING

ScreenArc – Cross-platform screen recorder & editor with automatic cinematic zooms, mouse tracking, and effortless video creation.

$ npx skills add tamnguyenvan/screenarc
501 stars50 quality79 trustReviewed with permission notes3mo 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 GitHub automation

CLI + Codex · 4 targets

typescriptproductivity
by tamnguyenvanDetailsQuick view
15

PatternPy

NEEDS REVIEW · 48TRUST · 67SAFE · EXPERIMENTALFINANCE

📈 PatternPy: A Python package revolutionizing trading analysis with high-speed pattern recognition, leveraging Pandas & Numpy. Effortlessly spot Head & Shoulders, Tops…

$ npx skills add keithorange/PatternPy
467 stars37 quality67 trustExperimental2y 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: License is unclear
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Finance and quant

CLI + Codex · 4 targets

pythontrading
by keithorangeDetailsQuick view
16

Downloads

NEEDS REVIEW · 52TRUST · 63SAFE · BLOCKEDDATA

AD Health Check, Send HTML Email, Ping machines, Encrypt Password,Bulk Password,Microsoft Teams,Monitor Certificate expiry, Monitor cert expiry, AD attributes, IP to Hos…

$ npx skills add VikasSukhija/Downloads
418 stars37 quality63 trustBlocked for auto-install1y 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 gateThis skill should not be selected by an agent without explicit human security review.

Scenario Workflow automation

CLI + Codex · 4 targets

powershellsql
by VikasSukhijaDetailsQuick view

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