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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.

  • Amplify Ui1.1K stars

    Amplify UI is a collection of accessible, themeable, performant React (and more!) components that can connect…

    Trust 88Quality 93design-creative
  • Dokploy36K stars

    Open Source Alternative to Vercel, Netlify and Heroku.

    Trust 85Quality 100devops
  • Plugin Samples1.8K stars

    🔌 Sample Figma plugins.

    Trust 84Quality 92design-creative

Codex, Claude Code, Cursor

Coding agent skills

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

  • Agent Skills81K stars

    Production-grade engineering skills for AI coding agents.

    Trust 86Quality 100agent-skills
  • Awesome Agent Skills605 stars

    🤖 精选的 AI Agent Skills 列表，适用于 Cursor、Claude Code、GitHub Copilot 等 AI 编程工具

    Trust 84Quality 94coding-agents
  • Awesome Gamedev Agent Skills349 stars

    Game-development Agent Skills for AI coding agents: install once and a master router loads the right skill fo…

    Trust 82Quality 92coding-agents

Documents and knowledge

Research and RAG skills

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

  • Aws Genai Llm Chatbot1.4K stars

    A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Ant…

    Trust 88Quality 94rag-knowledge
  • Vectordb Recipes962 stars

    Resource, examples & tutorials for multimodal AI, RAG and agents using vector search and LLMs

    Trust 79Quality 75rag-knowledge
  • Llm Apps Java Spring AI752 stars

    Samples showing how to build Java applications powered by Generative AI and LLMs using Spring AI and Spring B…

    Trust 79Quality 74rag-knowledge

Markets and quant

Finance and trading skills

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

  • Claude Scientific Skills31K stars

    A set of ready to use Agent Skills for research, science, engineering, analysis, finance and writing.

    Trust 87Quality 100utility
  • Volesti187 stars

    Practical volume computation and sampling in high dimensions

    Trust 77Quality 71geo-science

Crawlers and extraction

Web scraping skills

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

  • Mlscraper1.4K stars

    🤖 Scrape data from HTML websites automatically by just providing examples

    Trust 74Quality 61web-automation
  • Examples Of Web Crawlers15K stars

    一些非常有趣的python爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、微信读书、豆瓣、QQ等网站。(Some interesting examples of python crawlers that are f…

    Trust 84Quality 78web-automation
  • Decodo1.2K stars

    HTTP(S)/SOCKS5 rotating residential proxies - code examples & general information.

    Trust 87Quality 90web-automation

Slides and decks

PPT and presentation skills

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

  • ClaudeSkills626 stars

    13 curated Claude Code agent skills — decks, deep research, PRDs, articles, audits. Tested like software.

    Trust 87Quality 95presentation
  • Container.Training3.9K stars

    Slides and code samples for training, tutorials, and workshops about Docker, containers, and Kubernetes.

    Trust 80Quality 93devops
  • Webhook Skills80 stars

    Webhook integration skills for AI coding agents (Claude Code, Cursor, Copilot). Step-by-step guidance for set…

    Trust 76Quality 72development

Prompts, B-roll, explainers

Video creation skills

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

  • Hyperframes Motion Director113 stars

    Agent Skill for Chinese-first HyperFrames motion-video production from articles, products, websites, and READ…

    Trust 81Quality 71media
  • RNSkill Practical Video Planning1.1K stars

    Plan a practical long-form video with test prompts, recording structure, narration beats, screen-recording st…

    Trust 74Quality 81Video Creation
  • Baocut284 stars

    Open-source Agent Skill that drives the BaoCut macOS app CLI (transcribe · subtitle · translate · cut) from C…

    Trust 81Quality 91design-creative

Images, video, UI

Design and creative skills

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

  • ComfyUI 3D Pack3.8K stars

    An extensive node suite that enables ComfyUI to process 3D inputs (Mesh & UV Texture, etc) using cutting edge…

    Trust 86Quality 87ml-automation
  • Computervision Recipes9.9K stars

    Best Practices, code samples, and documentation for Computer Vision.

    Trust 79Quality 74ml-automation
  • Skills194 stars

    Agent Skills for theming AI desktop apps: reference image → reversible Codex/WorkBuddy skin → verify, repair,…

    Trust 86Quality 89design-creative

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.

222 quality213 maintained

Research

Research and knowledge work

84

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

83 quality83 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

13

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

13 quality13 maintained

Marketing

Marketing and growth automation

13

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

13 quality13 maintained

Design

Design and creative production

65

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

65 quality58 maintained

Data

Data, BI, and analytics

42

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

42 quality38 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

6

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

6 quality6 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 "ampl"

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

1

Examples Of Web Crawlers

VERIFIEDSTRONG · 78TRUST · 84SAFE · REVIEWEDCODING

一些非常有趣的python爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、微信读书、豆瓣、QQ等网站。(Some interesting examples of python crawlers that are friendly to beginners. )

$ npx skills add shengqiangzhang/examples-of-web-crawlers
14.7K stars57 quality84 trustReviewed with permission notesBrowser agents1y 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: Repository looks stale
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Testing and QA

Browser agents + CLI · 4 targets

htmlcrawler
by shengqiangzhangDetailsQuick view
2

Plugin Samples

VERIFIEDEXCELLENT · 92TRUST · 84SAFE · REVIEWEDDESIGN

🔌 Sample Figma plugins.

$ npx skills add figma/plugin-samples
1.8K stars62 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 Design and creative

CLI + Codex · 4 targets

typescriptfigma
by figmaDetailsQuick view
3

Amplify Ui

VERIFIEDEXCELLENT · 93TRUST · 88SAFE · REVIEWEDDESIGN

Amplify UI is a collection of accessible, themeable, performant React (and more!) components that can connect directly to the cloud.

$ npx skills add aws-amplify/amplify-ui
1.1K stars63 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 Design and creative

CLI + Codex · 4 targets

typescriptdesign-systems
by aws-amplifyDetailsQuick view
4

Document AI Samples

STRONG · 73TRUST · 78SAFE · REVIEWEDDESIGN

Sample applications and demos for Document AI, the end-to-end document processing platform on Google Cloud

$ npx skills add GoogleCloudPlatform/document-ai-samples
324 stars51 quality78 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 Multimodal media

CLI + Codex · 4 targets

jupyter-notebookmachine-learning
by GoogleCloudPlatformDetailsQuick view
5

AzureMapsCodeSamples

STRONG · 71TRUST · 76SAFE · REVIEWEDCODING

A set of code samples for the Azure Maps web control.

$ npx skills add Azure-Samples/AzureMapsCodeSamples
368 stars49 quality76 trustReviewed with permission notes4mo 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

CLI + Codex · 4 targets

javascriptgis
by Azure-SamplesDetailsQuick view
6

Apps Script Samples

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · REVIEWEDEDUCATION

Apps Script samples for Google Workspace products.

$ npx skills add googleworkspace/apps-script-samples
5.2K stars68 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 Education and tutoring

CLI + Codex · 4 targets

javascriptcalendar
by googleworkspaceDetailsQuick view
7

Examples

VERIFIEDEXCELLENT · 93TRUST · 84SAFE · REVIEWEDCODING

Use case-driven examples for using Puppeteer and headless chrome

$ npx skills add puppeteer/examples
2.4K stars62 quality84 trustReviewedBrowser agents4mo 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 Testing and QA

Browser agents + CLI · 4 targets

javascriptpuppeteer
by puppeteerDetailsQuick view
8

Amazon Bedrock Samples

VERIFIEDEXCELLENT · 94TRUST · 88SAFE · REVIEWEDRESEARCH

This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available foundational models

$ npx skills add aws-samples/amazon-bedrock-samples
1.4K stars64 quality88 trustReviewedLangChain2mo 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

LangChain + CLI · 4 targets

jupyter-notebookrag
by aws-samplesDetailsQuick view
9

Machinelearning Samples

VERIFIEDSTRONG · 71TRUST · 77SAFE · EXPERIMENTALDESIGN

Samples for ML.NET, an open source and cross-platform machine learning framework for .NET.

$ npx skills add dotnet/machinelearning-samples
4.7K stars52 quality77 trustExperimental2y 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: Repository looks stale
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Multimodal media

CLI + Codex · 4 targets

powershellmachine-learning
by dotnetDetailsQuick view
10

Aspire Samples

VERIFIEDEXCELLENT · 93TRUST · 88SAFE · REVIEWEDCODING

Browse the sample apps demonstrating Aspire integration across C#, JavaScript, TypeScript, Python, Go, containers, databases, cloud, AI, and observability scenarios.

$ npx skills add microsoft/aspire-samples
1.2K stars63 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 Database and SQL

CLI + Codex · 4 targets

c#observability
by microsoftDetailsQuick view
11

Foundation Models Framework Example

VERIFIEDEXCELLENT · 93TRUST · 86SAFE · REVIEWEDRESEARCH

Example apps for Foundation Models Framework in iOS 26 and macOS 26

$ npx skills add rudrankriyam/Foundation-Models-Framework-Example
1.1K stars63 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 RAG and knowledge

CLI + Codex · 4 targets

swiftrag
by rudrankriyamDetailsQuick view
12

AmpliGraph

VERIFIEDPROMISING · 68TRUST · 82SAFE · REVIEWEDRESEARCH

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

$ npx skills add Accenture/AmpliGraph
2.2K stars50 quality82 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 RAG and knowledge

CLI + Codex · 4 targets

pythonknowledge-graph
by AccentureDetailsQuick view
13

Vertex AI Samples

STRONG · 77TRUST · 79SAFE · REVIEWEDDESIGN

Notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage machine learning and generative AI workflows using Google Cloud…

$ npx skills add GoogleCloudPlatform/vertex-ai-samples
742 stars54 quality79 trustReviewed2mo 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 Browser automation

CLI + Codex · 4 targets

jupyter-notebookmlops
by GoogleCloudPlatformDetailsQuick view
14

Azure Search Vector Samples

STRONG · 71TRUST · 77SAFE · REVIEWEDRESEARCH

A repository of code samples for Vector search capabilities in Azure AI Search.

$ npx skills add Azure/azure-search-vector-samples
909 stars47 quality77 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: Quality score needs review
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario RAG and knowledge

CLI + Codex · 4 targets

jupyter-notebookembeddings
by AzureDetailsQuick view
15

Arcgis Maps Sdk Dotnet Samples

STRONG · 75TRUST · 77SAFE · REVIEWEDCODING

Sample code for ArcGIS Maps SDK for .NET – WPF, WinUI, .NET MAUI

$ npx skills add Esri/arcgis-maps-sdk-dotnet-samples
458 stars52 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 Coding agents

CLI + Codex · 4 targets

c#gis
by EsriDetailsQuick view
16

Samples

STRONG · 74TRUST · 78SAFE · REVIEWEDCODING

🍬 Code samples from the nanoFramework team used in testing, proof of concepts and other explorational endeavours

$ npx skills add nanoframework/Samples
418 stars52 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 Coding agents

CLI + Codex · 4 targets

c#iot
by nanoframeworkDetailsQuick 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