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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
  • Dokploy36K stars

    Open Source Alternative to Vercel, Netlify and Heroku.

    Trust 85Quality 100devops
  • Quivr39K stars

    Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integrati…

    Trust 77Quality 86data

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
  • Grill With Docs165K stars

    Pressure-test a plan against the codebase, domain glossary, and architectural decisions.

    Trust 88Quality 100coding-agents

Documents and knowledge

Research and RAG skills

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

  • Local Pdf Chat RAG939 stars

    🧠 纯原生 Python 实现的 RAG 框架 | FAISS + BM25 混合检索 | 支持 Ollama / SiliconFlow | 适合新手入门学习

    Trust 78Quality 76rag-knowledge
  • LLM Document Chat113 stars

    Using LlamaIndex, Redis, and OpenAI to chat with PDF documents. Supplementary material for blog post on Micro…

    Trust 68Quality 41rag-knowledge
  • Ollama Pdf RAG525 stars

    A full-stack demo showcasing a local RAG (Retrieval Augmented Generation) pipeline to chat with your PDFs.

    Trust 78Quality 72rag-knowledge

Markets and quant

Finance and trading skills

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

  • Cornucopia LLaMA Fin Chinese659 stars

    聚宝盆(Cornucopia): 中文金融系列开源可商用大模型，并提供一套高效轻量化的垂直领域LLM训练框架(Pretraining、SFT、RLHF、Quantize等)

    Trust 73Quality 48finance

Crawlers and extraction

Web scraping skills

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

  • Crawl4AI73K stars

    Web crawling built for AI

    Trust 90Quality 100web-automation
  • Doc2XAPITranslate133 stars

    文档全文翻译器：英文PDF/MD论文 → (PDF Doc2X识别) → 翻译（GPT deepseek ollama google deepL deepLX）→ 中文文档(Markdown/Word)

    Trust 68Quality 36document-processing
  • Llama Cloud Services4.3K stars

    Knowledge Agents and Management in the Cloud

    Trust 85Quality 99document-processing

Slides and decks

PPT and presentation skills

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

  • Codex Skill Awesome Design Md13 stars

    Codex Skill: 73 brand-inspired DESIGN.md templates for AI coding assistants | 为 AI 编码助手注入品牌级设计直觉

    Trust 74Quality 61design-creative

Images, video, UI

Design and creative skills

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

  • Locally Uncensored686 stars

    Local AI desktop app — chat, agent mode, image gen, video gen. Supports Ollama, Gemma 4, Llama, Qwen, OpenAI,…

    Trust 76Quality 72media-automation
  • IntelliNode274 stars

    Access the latest AI models like ChatGPT, LLaMA, Deepseek, Diffusion, Hugging face, and beyond through a unif…

    Trust 75Quality 58media-automation
  • June784 stars

    Local voice chatbot for engaging conversations, powered by Ollama, Hugging Face Transformers, and Coqui TTS T…

    Trust 71Quality 49media-automation

Analysis and pipelines

Data and analytics skills

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

  • Dadbod Grip.Nvim154 stars

    Edit database tables like Vim buffers. Staged mutations + live SQL preview, transaction undo, schema browser…

    Trust 72Quality 73data-analysis
  • Jupyter Studio53 stars

    The AI-native JupyterLab — open-source Cursor for notebooks. Cmd+K inline edit, multi-step agent with cell-le…

    Trust 75Quality 68data-analysis
  • Handy Ollama2.5K stars

    动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina.github.io/handy-ollama/

    Trust 79Quality 76data

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.

206 quality200 maintained

Research

Research and knowledge work

105

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

94 quality86 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.

14 quality13 maintained

Marketing

Marketing and growth automation

10

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

10 quality10 maintained

Design

Design and creative production

61

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

56 quality51 maintained

Data

Data, BI, and analytics

38

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

37 quality33 maintained

Legal

Legal, policy, and compliance

12

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

12 quality12 maintained

Education

Education and tutoring

6

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

5 quality5 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 445 ranked candidates matching "llama-2"

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

1

Llama Index

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDRESEARCH

LlamaIndex is the leading document agent and OCR platform

$ npx skills add run-llama/llama_index
50.2K stars76 quality87 trustReviewedLlamaIndex2mo 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 RAG and knowledge

LlamaIndex + CLI · 4 targets

pythonrag
by run-llamaDetailsQuick view
2

Llama Cookbook

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDDESIGN

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to e…

$ npx skills add meta-llama/llama-cookbook
18.4K stars73 quality90 trustReviewedLangChain3mo 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

LangChain + CLI · 4 targets

jupyter-notebookmachine-learning
by meta-llamaDetailsQuick view
3

LLamaSharp

VERIFIEDEXCELLENT · 98TRUST · 86SAFE · REVIEWEDCODING

A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently.

$ npx skills add SciSharp/LLamaSharp
3.7K stars67 quality86 trustReviewedOpenAI 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 GitHub automation

OpenAI Agents + CLI · 4 targets

c#chatbot
by SciSharpDetailsQuick view
4

Handy Ollama

VERIFIEDSTRONG · 76TRUST · 79SAFE · REVIEWEDDATA

动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina.github.io/handy-ollama/

$ npx skills add datawhalechina/handy-ollama
2.5K stars54 quality79 trustReviewed with permission notesLangChain + LlamaIndex7mo 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 Data analysis

LangChain + LlamaIndex · 4 targets

jupyter-notebookrag
by datawhalechinaDetailsQuick view
5

LlamaGen

VERIFIEDPROMISING · 67TRUST · 79SAFE · REVIEWEDDESIGN

Autoregressive Model Beats Diffusion: 🦙 Llama for Scalable Image Generation

$ npx skills add FoundationVision/LlamaGen
2.0K stars50 quality79 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 Multimodal media

CLI + Codex · 4 targets

pythonimage-generation
by FoundationVisionDetailsQuick view
6

Hollama

VERIFIEDSTRONG · 78TRUST · 81SAFE · REVIEWEDCODING

A minimal LLM chat app that runs entirely in your browser

$ npx skills add fmaclen/hollama
1.2K stars52 quality81 trustReviewed with permission notesBrowser agents10mo 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

Browser agents + CLI · 4 targets

typescriptchatbot
by fmaclenDetailsQuick view
7

Swiss Army Llama

VERIFIEDPROMISING · 60TRUST · 77SAFE · EXPERIMENTALRESEARCH

A FastAPI service for semantic text search using precomputed embeddings and advanced similarity measures, with built-in support for various file types through textract.

$ npx skills add Dicklesworthstone/swiss_army_llama
1.1K stars48 quality77 trustExperimental1y 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 RAG and knowledge

CLI + Codex · 4 targets

pythonsemantic-search
by DicklesworthstoneDetailsQuick view
8

Ollama Pdf RAG

STRONG · 72TRUST · 78SAFE · REVIEWEDRESEARCH

A full-stack demo showcasing a local RAG (Retrieval Augmented Generation) pipeline to chat with your PDFs.

$ npx skills add tonykipkemboi/ollama_pdf_rag
525 stars50 quality78 trustReviewed with permission notesLangChain4mo 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

LangChain + CLI · 4 targets

typescriptrag
by tonykipkemboiDetailsQuick view
9

Llama Cpp Agent

STRONG · 70TRUST · 76SAFE · REVIEWEDCODING

The llama-cpp-agent framework is a tool designed for easy interaction with Large Language Models (LLMs). Allowing users to chat with LLM models, execute structured funct…

$ npx skills add Maximilian-Winter/llama-cpp-agent
647 stars46 quality76 trustReviewed with permission notes5mo 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

pythonllm
by Maximilian-WinterDetailsQuick view
10

Job Application Bot By Ollama AI

PROMISING · 63TRUST · 72SAFE · EXPERIMENTALCODING

The world’s #1 end-to-end job agent: semantic filters, ATS-optimized resumes, referrals from hiring managers — 100% hands-free.

$ npx skills add lookr-fyi/job-application-bot-by-ollama-ai
448 stars45 quality72 trustExperimentalBrowser agents5mo 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 gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation

Browser agents + CLI · 4 targets

browser-automation
by lookr-fyiDetailsQuick view
11

Ollama Operator

STRONG · 72TRUST · 78SAFE · REVIEWEDCODING

🚢 Yet another operator for running large language models on Kubernetes with ease. Powered by Ollama! 🐫

$ npx skills add nekomeowww/ollama-operator
239 stars50 quality78 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 GitHub automation

CLI + Codex · 4 targets

gokubernetes
by nekomeowwwDetailsQuick view
12

Ollama Voice Mac

PROMISING · 60TRUST · 76SAFE · REVIEWEDDESIGN

Mac compatible Ollama Voice

$ npx skills add apeatling/ollama-voice-mac
517 stars42 quality76 trustReviewed with permission notes12mo 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 Multimodal media

CLI + Codex · 4 targets

pythonspeech
by apeatlingDetailsQuick view
13

Cornucopia LLaMA Fin Chinese

NEEDS REVIEW · 48TRUST · 73SAFE · EXPERIMENTALFINANCE

聚宝盆(Cornucopia): 中文金融系列开源可商用大模型，并提供一套高效轻量化的垂直领域LLM训练框架(Pretraining、SFT、RLHF、Quantize等)

$ npx skills add jerry1993-tech/Cornucopia-LLaMA-Fin-Chinese
659 stars38 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 Finance and quant

CLI + Codex · 4 targets

pythonfinance
by jerry1993-techDetailsQuick view
14

Llama Nuts And Bolts

NEEDS REVIEW · 45TRUST · 72SAFE · EXPERIMENTALRESEARCH

A holistic way of understanding how Llama and its components run in practice, with code and detailed documentation.

$ npx skills add adalkiran/llama-nuts-and-bolts
318 stars36 quality72 trustExperimental2y 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 RAG and knowledge

CLI + Codex · 4 targets

gomachine-learning
by adalkiranDetailsQuick view
15

Llamaindex Omakase RAG

NEEDS REVIEW · 42TRUST · 67SAFE · BLOCKEDRESEARCH

This project enhances the construction of RAG applications by addressing challenges, improving accessibility, scalability, and managing data and user access. It uses Dja…

$ npx skills add ammirsm/llamaindex-omakase-rag
147 stars34 quality67 trustBlocked for auto-installLlamaIndex2y 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: Repository looks stale
Safety gateThis skill should not be selected by an agent without explicit human security review.

Scenario RAG and knowledge

LlamaIndex + CLI · 4 targets

pythonrag
by ammirsmDetailsQuick view
16

RAG Using Llama3 Langchain And ChromaDB

NEEDS REVIEW · 41TRUST · 70SAFE · EXPERIMENTALRESEARCH

RAG using Llama3, Langchain and ChromaDB

$ npx skills add GURPREETKAURJETHRA/RAG-using-Llama3-Langchain-and-ChromaDB
131 stars34 quality70 trustExperimentalLangChain2y 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 RAG and knowledge

LangChain + CLI · 4 targets

jupyter-notebookrag
by GURPREETKAURJETHRADetailsQuick 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