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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.

  • 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
  • QuickLogger444 stars

    Powerful and flexible library for logging on files, console, memory, email, rest, eventlog, syslog, slack, te…

    Trust 77Quality 78data-analysis
  • 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

Codex, Claude Code, Cursor

Coding agent skills

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

  • Styleseed799 stars

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

    Trust 82Quality 86development
  • Skills377 stars

    Agent Skills for VueUse

    Trust 81Quality 92coding-agents
  • Native Feel Skill1.8K stars

    An Agent Skill for designing cross-platform desktop apps that feel native — distilled from Raycast's 2.0 deep…

    Trust 87Quality 100agent-skills

Documents and knowledge

Research and RAG skills

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

  • FinSight AI1.2K stars

    AI equity research agent with resilient workflows, Redis Lua single-flight, pgvector RAG, versioned reports,…

    Trust 87Quality 93rag-knowledge
  • 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

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
  • Quant Trading10K stars

    Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advis…

    Trust 82Quality 82finance

Crawlers and extraction

Web scraping skills

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

  • Faster Than Requests1.1K stars

    Faster requests on Python 3

    Trust 83Quality 93web-automation
  • Folio835 stars

    PDF library for Go: layout engine, HTML to PDF, forms, signatures, barcodes, and PDF/A. Apache 2.0.

    Trust 81Quality 81document-processing
  • Rayobrowse177 stars

    Stealth Chromium browser for web scraping and AI agents.

    Trust 75Quality 71web-automation

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
  • 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
  • RNSkill Content Retrospective1.1K stars

    Turn creator performance data into a documented retrospective, grounded hypotheses, and reusable content lear…

    Trust 74Quality 81Video Creation
  • ShortGPT7.4K stars

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

    Trust 83Quality 73automation

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
  • Artyom.Js1.3K stars

    A voice control - voice commands - speech recognition and speech synthesis javascript library. Create your ow…

    Trust 80Quality 65media-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

240

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

237 quality216 maintained

Research

Research and knowledge work

71

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

71 quality68 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

25

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

25 quality24 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

54

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

54 quality50 maintained

Data

Data, BI, and analytics

40

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

40 quality38 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

5

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 451 ranked candidates matching "monte-carlo-ray-tracing"

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

1

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
2

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
3

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
4

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
5

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
6

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
7

Tracing

STRONG · 73TRUST · 77SAFE · REVIEWEDCODING

Provides tracing abstractions over tracers and tracing system reporters.

$ npx skills add micrometer-metrics/tracing
293 stars51 quality77 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

javaobservability
by micrometer-metricsDetailsQuick view
8

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
9

Ros2 Tracing

STRONG · 72TRUST · 77SAFE · REVIEWEDCODING

Tracing tools for ROS 2.

$ npx skills add ros2/ros2_tracing
254 stars51 quality77 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

pythonros
by ros2DetailsQuick view
10

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
11

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
12

Jaeger

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

CNCF Jaeger, a Distributed Tracing Platform

$ npx skills add jaegertracing/jaeger
22.9K stars74 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

goobservability
by jaegertracingDetailsQuick view
13

3dgrut

VERIFIEDEXCELLENT · 96TRUST · 86SAFE · REVIEWEDCODING

Ray tracing and hybrid rasterization of Gaussian particles

$ npx skills add nv-tlabs/3dgrut
2.3K stars65 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

pythoncomputer-vision
by nv-tlabsDetailsQuick view
14

Arraymancer

VERIFIEDEXCELLENT · 94TRUST · 87SAFE · REVIEWEDCODING

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

$ npx skills add mratsim/Arraymancer
1.4K stars64 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 Coding agents

CLI + Codex · 4 targets

nimiot
by mratsimDetailsQuick view
15

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
16

OpenCoarrays

PROMISING · 65TRUST · 75SAFE · REVIEWEDCODING

A parallel application binary interface for Fortran 2018 compilers.

$ npx skills add sourceryinstitute/OpenCoarrays
268 stars44 quality75 trustReviewed with permission notes5mo 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

fortranscientific-computing
by sourceryinstituteDetailsQuick 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