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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
  • Emil Design Engineering13K stars

    This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the in…

    Trust 91Quality 100design-creative
  • Dokploy36K stars

    Open Source Alternative to Vercel, Netlify and Heroku.

    Trust 85Quality 100devops

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
  • Styleseed799 stars

    Design engine for Claude Code, Codex & Cursor — teaches design judgment, not just data. 74 rules, 48 componen…

    Trust 82Quality 86development

Documents and knowledge

Research and RAG skills

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

  • Docarray3.1K stars

    Represent, send, store and search multimodal data

    Trust 84Quality 90rag-knowledge
  • Gray Matter4.5K stars

    Smarter YAML front matter parser, used by metalsmith, Gatsby, Netlify, Assemble, mapbox-gl, phenomic, vuejs v…

    Trust 81Quality 77document-processing
  • Configure Xray With VLESS Reality On VPS Server1.9K stars

    Подробная инструкция (как в pdf, так и в md формате) о настройке своего совбственного Xray-VPS-сервера (с про…

    Trust 77Quality 62document-processing

Markets and quant

Finance and trading skills

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

  • Xalpha2.6K stars

    基金投资管理回测引擎

    Trust 87Quality 100finance
  • Gym ContinuousDoubleAuction153 stars

    A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one anothe…

    Trust 77Quality 63finance
  • Sol Trade Sdk324 stars

    Rust SDK for low-latency Solana DEX trading bots with PumpFun, PumpSwap, Bonk, Raydium, Meteora, Jito, and SW…

    Trust 80Quality 76finance

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
  • Wencai325 stars

    This is a wencai crawler.（i问财的策略回测接口的Pythonic工具包）

    Trust 69Quality 45finance
  • Pdf Flipbook448 stars

    Browse PDF document like a book turning its pages

    Trust 68Quality 47document-processing

Slides and decks

PPT and presentation skills

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

  • Deck Factory67 stars

    One line of intent → a presentation-grade, dark-editorial HTML deck. A Claude Code skill.

    Trust 77Quality 69presentation
  • Animation Vocabulary17K stars

    Reverse-lookup glossary that turns a vague description of a web animation or motion effect into its exact ter…

    Trust 91Quality 100design-creative
  • 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

Prompts, B-roll, explainers

Video creation skills

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

  • Sd Webui Replacer240 stars

    A tab for sd-webui for replacing objects in pictures or videos using detection prompt

    Trust 72Quality 56media-automation
  • ShortGPT7.4K stars

    🚀🎬 ShortGPT - Experimental AI framework for youtube shorts / tiktok channel automation

    Trust 83Quality 73automation
  • Crayotter120 stars

    🦦 Crayotter: A Multimodal AI-Agent for Video-Editing, Video-Composing, and Video Production. Powered by Mult…

    Trust 74Quality 64agent-frameworks

Images, video, UI

Design and creative skills

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

  • Minimalistic Comfy Wrapper WebUI129 stars

    MCWW: Additional non-node based UI for ComfyUI focused on inference. Stable UI states; presets; and advanced…

    Trust 78Quality 69media-automation
  • Llm Applications1.9K stars

    A comprehensive guide to building RAG-based LLM applications for production.

    Trust 78Quality 67ml-automation
  • Efficient VDVAE200 stars

    Official Pytorch and JAX implementation of "Efficient-VDVAE: Less is more"

    Trust 68Quality 43media-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

222

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

206 quality189 maintained

Research

Research and knowledge work

74

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

70 quality66 maintained

Presentation

Presentation and deck workflows

2

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

2 quality2 maintained

Finance

Finance and quant workflows

26

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

22 quality21 maintained

Marketing

Marketing and growth automation

14

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

14 quality14 maintained

Design

Design and creative production

53

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

51 quality48 maintained

Data

Data, BI, and analytics

42

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

36 quality34 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

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 438 ranked candidates matching "ray"

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

1

Ray

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDCODING

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

$ npx skills add ray-project/ray
42.9K stars76 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 ray-projectDetailsQuick view
2

Kuberay

VERIFIEDEXCELLENT · 96TRUST · 86SAFE · REVIEWEDCODING

A toolkit to run Ray applications on Kubernetes

$ npx skills add ray-project/kuberay
2.5K 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 GitHub automation

CLI + Codex · 4 targets

gokubernetes
by ray-projectDetailsQuick view
3

Rexray

VERIFIEDPROMISING · 68TRUST · 79SAFE · REVIEWEDCODING

REX-Ray is a container storage orchestration engine enabling persistence for cloud native workloads

$ npx skills add rexray/rexray
2.2K stars50 quality79 trustReviewed with permission notes3y 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 GitHub automation

CLI + Codex · 4 targets

gokubernetes
by rexrayDetailsQuick view
4

Numo Narray

NEEDS REVIEW · 47TRUST · 71SAFE · EXPERIMENTALCODING

Ruby/Numo::NArray - New NArray class library

$ npx skills add ruby-numo/numo-narray
470 stars37 quality71 trustExperimental1y 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

cscientific-computing
by ruby-numoDetailsQuick view
5

Learning Ray

NEEDS REVIEW · 46TRUST · 69SAFE · EXPERIMENTALDATA

Notebooks for the O'Reilly book "Learning Ray"

$ npx skills add maxpumperla/learning_ray
354 stars37 quality69 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: 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 maxpumperlaDetailsQuick view
6

TREVORspray

VERIFIEDEXCELLENT · 94TRUST · 84SAFE · REVIEWEDMARKETING

TREVORspray is a modular password sprayer with threading, clever proxying, loot modules, and more!

$ npx skills add blacklanternsecurity/TREVORspray
1.3K stars64 quality84 trustReviewed with permission notes2mo 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 Marketing and growth

CLI + Codex · 4 targets

pythonemail
by blacklanternsecurityDetailsQuick view
7

Docarray

VERIFIEDEXCELLENT · 90TRUST · 84SAFE · REVIEWEDRESEARCH

Represent, send, store and search multimodal data

$ npx skills add docarray/docarray
3.1K stars59 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 RAG and knowledge

CLI + Codex · 4 targets

pythonsemantic-search
by docarrayDetailsQuick view
8

Kftray

VERIFIEDEXCELLENT · 100TRUST · 85SAFE · REVIEWEDCODING

kubectl port-forward manager and reverse tunnel (ngrok-like) for exposing local services publicly, with TLS termination, HTTP traffic inspection, UDP forwarding, multi-h…

$ npx skills add hcavarsan/kftray
1.5K stars64 quality85 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

rustdevops
by hcavarsanDetailsQuick view
9

Kubespray

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

Deploy a Production Ready Kubernetes Cluster

$ npx skills add kubernetes-sigs/kubespray
18.6K stars73 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

jinjakubernetes
by kubernetes-sigsDetailsQuick view
10

Xray

VERIFIEDSTRONG · 72TRUST · 79SAFE · REVIEWEDCODING

一款长亭自研的完善的安全评估工具，支持常见 web 安全问题扫描和自定义 poc | 使用之前务必先阅读文档

$ npx skills add chaitin/xray
11.6K stars57 quality79 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 GitHub automation

CLI + Codex · 4 targets

vuesecurity
by chaitinDetailsQuick view
11

Github Spray

VERIFIEDPROMISING · 66TRUST · 74SAFE · EXPERIMENTALCODING

:octocat: Draw on your GitHub contribution graph ░▒▓█

$ npx skills add Annihil/github-spray
1.5K stars49 quality74 trustExperimental3y 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 gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation

CLI + Codex · 4 targets

javascriptcalendar
by AnnihilDetailsQuick view
12

Stingray

STRONG · 72TRUST · 78SAFE · REVIEWEDDATA

Anything can happen in the next half hour (including spectral timing made easy)!

$ npx skills add StingraySoftware/stingray
218 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 Data analysis

CLI + Codex · 4 targets

pythondata-analysis
by StingraySoftwareDetailsQuick view
13

Covid Chestxray Dataset

VERIFIEDPROMISING · 64TRUST · 75SAFE · EXPERIMENTALCODING

We are building an open database of COVID-19 cases with chest X-ray or CT images.

$ npx skills add ieee8023/covid-chestxray-dataset
3.1K stars51 quality75 trustExperimental4y 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

jupyter-notebookcomputer-vision
by ieee8023DetailsQuick view
14

HexraysToolbox

NEEDS REVIEW · 47TRUST · 68SAFE · EXPERIMENTALCODING

Hexrays Toolbox - Find code patterns within the Hexrays ctree

$ npx skills add patois/HexraysToolbox
484 stars38 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 Coding agents

CLI + Codex · 4 targets

pythonsecurity
by patoisDetailsQuick view
15

Ndarray Stats

PROMISING · 61TRUST · 73SAFE · REVIEWEDCODING

Statistical routines for ndarray

$ npx skills add rust-ndarray/ndarray-stats
237 stars43 quality73 trustReviewed with permission notes7mo 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 GitHub automation

CLI + Codex · 4 targets

rustscientific-computing
by rust-ndarrayDetailsQuick view
16

Solana Raydium Volume Bot

NEEDS REVIEW · 38TRUST · 69SAFE · EXPERIMENTALFINANCE

Solana Raydium Volume Bot: Increases volume of the pool through endless swap of buy and sell transactions

$ npx skills add Rabnail-SOL/Solana-Raydium-Volume-Bot
172 stars34 quality69 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

javascripttrading-bot
by Rabnail-SOLDetailsQuick 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