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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.

  • Vercel React Best Practices30K stars

    React and Next.js performance guidance for writing, reviewing, and refactoring production UI code.

    Trust 91Quality 100coding-agents
  • Review Animations18K stars

    Reviews animation and motion code against a high craft bar derived from Emil Kowalski's design engineering ph…

    Trust 91Quality 100design-creative
  • Xcode Build Optimization Agent Skill1.1K stars

    An Agent Skill helping you to optimize Xcode incremental and clean builds by running benchmarks and optimizin…

    Trust 85Quality 90agent-skills

Codex, Claude Code, Cursor

Coding agent skills

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

  • Xget8.2K stars

    Ultra-high-performance, secure, all-in-one acceleration engine for developer resources

    Trust 90Quality 100agent-skills
  • Claude Ads6.0K stars

    Comprehensive paid advertising audit & optimization skill for Claude Code. 250+ checks across Google, Meta, Y…

    Trust 89Quality 100development
  • Geo Seo Claude8.1K stars

    GEO-first SEO skill for Claude Code. Comprehensive AI search optimization for any website — citability scorin…

    Trust 88Quality 100development

Documents and knowledge

Research and RAG skills

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

  • AutoRAG4.8K stars

    AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with Aut…

    Trust 87Quality 99data
  • Qdrant33K stars

    Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of…

    Trust 90Quality 100rag-knowledge
  • Seatunnel9.4K stars

    SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.

    Trust 89Quality 100rag-knowledge

Markets and quant

Finance and trading skills

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

  • CppTrader1.0K stars

    High performance components for building Trading Platform such as ultra fast matching engine, order book proc…

    Trust 88Quality 92finance
  • Questdb17K stars

    QuestDB is a high performance, open-source, time-series database

    Trust 88Quality 100finance
  • Akquant1.8K stars

    AKQuant is a high-performance quantitative research and trading framework built on Rust and Python! 开源量化回测框架

    Trust 89Quality 98finance

Crawlers and extraction

Web scraping skills

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

  • Pinchtab9.3K stars

    High-performance browser automation bridge and multi-instance orchestrator with advanced stealth injection an…

    Trust 87Quality 100web-automation
  • PyMuPDF10K stars

    PyMuPDF is a high performance Python library for data extraction, analysis, conversion & manipulation of PDF…

    Trust 89Quality 100document-processing
  • RuVector4.3K stars

    RuVector is a High Performance, Real-Time, Self-Learning Ai, Vector GNN, Memory DB built in Rust.

    Trust 88Quality 99document-processing

Prompts, B-roll, explainers

Video creation skills

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

  • Vidgear3.7K stars

    A High-performance cross-platform Video Processing Python framework powerpacked with unique trailblazing feat…

    Trust 88Quality 95media-automation

Images, video, UI

Design and creative skills

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

  • SwarmUI4.2K stars

    SwarmUI (formerly StableSwarmUI), A Modular Stable Diffusion Web-User-Interface, with an emphasis on making p…

    Trust 88Quality 99ml-automation
  • PhotoDemon2.2K stars

    A free portable photo editor focused on pro-grade features, high performance, and maximum usability.

    Trust 84Quality 91robotics-iot
  • FireRed Image Edit1.3K stars

    FireRed-Image-Edit is a powerful image editing foundation model achieving open-source state-of-the-art perfor…

    Trust 86Quality 96media-automation

Analysis and pipelines

Data and analytics skills

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

  • Olake1.4K stars

    OLake - Fastest Databases, Kafka & S3 Replication to Apache Iceberg with Table optimization (Called OLake Fus…

    Trust 86Quality 100data-analysis
  • VTable3.6K stars

    VTable is not just a high-performance multidimensional data analysis table, but also a grid artist that creat…

    Trust 86Quality 98data-analysis
  • Skytable2.7K stars

    Skytable is a modern scalable NoSQL database with BlueQL, designed for performance, scalability and flexibili…

    Trust 84Quality 94data-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

215

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

215 quality215 maintained

Research

Research and knowledge work

74

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

74 quality74 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

20

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

20 quality20 maintained

Marketing

Marketing and growth automation

12

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

12 quality12 maintained

Design

Design and creative production

65

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

65 quality65 maintained

Data

Data, BI, and analytics

50

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

50 quality50 maintained

Legal

Legal, policy, and compliance

16

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

16 quality16 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 448 ranked candidates matching "performance-optimization"

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

1

Tf Quant Finance

VERIFIEDEXCELLENT · 93TRUST · 85SAFE · REVIEWEDFINANCE

High-performance TensorFlow library for quantitative finance.

$ npx skills add google/tf-quant-finance
5.4K stars61 quality85 trustReviewed6mo 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 Finance and quant

CLI + Codex · 4 targets

pythonfinance
by googleDetailsQuick view
2

Xcode Build Optimization Agent Skill

VERIFIEDEXCELLENT · 90TRUST · 85SAFE · REVIEWEDCODING

An Agent Skill helping you to optimize Xcode incremental and clean builds by running benchmarks and optimizing build settings.

$ npx skills add AvdLee/Xcode-Build-Optimization-Agent-Skill
1.1K stars60 quality85 trustReviewedClaude Code4mo 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

Claude Code + CLI · 4 targets

pythonai-agents
by AvdLeeDetailsQuick view
3

OptimizerDuck

VERIFIEDEXCELLENT · 93TRUST · 84SAFE · REVIEWEDLEGAL

Free, open-source Windows optimization tool for performance, privacy, and simplicity.

$ npx skills add itsfatduck/optimizerDuck
3.9K stars67 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: 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 itsfatduckDetailsQuick view
4

Awesome Claude Code

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

A curated list of awesome skills, hooks, slash-commands, agent orchestrators, applications, and plugins for Claude Code by Anthropic

$ npx skills add hesreallyhim/awesome-claude-code
49.7K stars76 quality88 trustReviewedClaude Code23d 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 Coding agents

Claude Code + CLI · 4 targets

pythonclaude-code
by hesreallyhimDetailsQuick view
5

Hyperswitch

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · VERIFIEDFINANCE

Open source, composable payments platform | PCI compliant | SaaS and Self-host options | Enables connectivity to multiple payment, payout, fraud, vault and tokenization…

$ npx skills add juspay/hyperswitch
43.2K stars76 quality90 trustVerified1mo 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/…
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario Finance and quant

CLI + Codex · 4 targets

rustfinance
by juspayDetailsQuick 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

Vercel React Best Practices

VERIFIEDEXCELLENT · 100TRUST · 91SAFE · REVIEWEDCODING

React and Next.js performance guidance for writing, reviewing, and refactoring production UI code.

$ npx skills add vercel-labs/agent-skills --skill vercel-react-best-practices
29.7K stars75 quality91 trustReviewedClaude Code + OpenAI Agents10d 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

codexclaude-codecursorreactnext.js
by vercel-labsDetailsQuick view
8

Lighthouse

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

Automated auditing, performance metrics, and best practices for the web.

$ npx skills add GoogleChrome/lighthouse
30.4K stars75 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

javascriptdeveloper-tools
by GoogleChromeDetailsQuick view
9

Optuna

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDDESIGN

A hyperparameter optimization framework

$ npx skills add optuna/optuna
14.4K stars72 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 Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by optunaDetailsQuick view
10

Crawl4AI

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDRESEARCH

Web crawling built for AI

$ npx skills add unclecode/crawl4ai
4 agent calls100% success73.1K stars80 quality90 trustReviewedClaude Code + OpenAI Agents19d since pushSafe to try31.0K installs
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 Research agents

Claude Code + OpenAI Agents · 4 targets

claudegpt-4langchaincrewaiopenclaw
by unclecodeDetailsQuick view
11

Riskfolio Lib

VERIFIEDEXCELLENT · 99TRUST · 86SAFE · REVIEWEDFINANCE

Portfolio Optimization in Python

$ npx skills add dcajasn/Riskfolio-Lib
4.3K stars67 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 Finance and quant

CLI + Codex · 4 targets

c++finance
by dcajasnDetailsQuick view
12

Soot

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

Soot - A Java optimization framework

$ npx skills add soot-oss/soot
3.1K stars66 quality87 trustReviewed20d 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

javastatic-analysis
by soot-ossDetailsQuick view
13

Evalscope

VERIFIEDEXCELLENT · 97TRUST · 88SAFE · REVIEWEDCODING

A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evaluation and performance benchmarking.

$ npx skills add modelscope/evalscope
3.0K stars66 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

pythonrag
by modelscopeDetailsQuick view
14

Meta Tags

VERIFIEDEXCELLENT · 97TRUST · 86SAFE · REVIEWEDMARKETING

Search Engine Optimization (SEO) for Ruby on Rails applications.

$ npx skills add kpumuk/meta-tags
2.8K 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 Marketing and growth

CLI + Codex · 4 targets

rubyseo
by kpumukDetailsQuick view
15

Winscript

VERIFIEDEXCELLENT · 96TRUST · 88SAFE · REVIEWEDLEGAL

Open-source tool to build your Windows script from scratch. It includes debloat, privacy, performance & app installing scripts.

$ npx skills add flick9000/winscript
2.5K stars66 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 Legal and compliance

CLI + Codex · 4 targets

cssprivacy
by flick9000DetailsQuick view
16

Optax

VERIFIEDEXCELLENT · 96TRUST · 86SAFE · REVIEWEDDESIGN

Optax is a gradient processing and optimization library for JAX.

$ npx skills add google-deepmind/optax
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 Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by google-deepmindDetailsQuick 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.

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