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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 Design164K stars

    Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product…

    Trust 88Quality 100design-creative
  • Material Ui98K stars

    Material UI: Comprehensive React component library that implements Google's Material Design. Free forever.

    Trust 90Quality 100design-creative
  • Design Tokens1.1K stars

    🎨 Figma plugin to export design tokens to json in an amazon style dictionary compatible format.

    Trust 84Quality 86design-creative

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 Skills80K stars

    Production-grade engineering skills for AI coding agents.

    Trust 86Quality 100agent-skills
  • Implement176K stars

    Execute an approved engineering ticket with tests, review, and a branch commit.

    Trust 88Quality 100coding-agents

Documents and knowledge

Research and RAG skills

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

  • Markitdown156K stars

    Python tool for converting files and office documents to Markdown.

    Trust 87Quality 100document-processing
  • PaddleOCR83K stars

    Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bri…

    Trust 89Quality 100document-processing
  • Generative AI For Beginners112K stars

    21 Lessons, Get Started Building with Generative AI

    Trust 88Quality 100rag-knowledge

Markets and quant

Finance and trading skills

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

  • TradingAgents88K stars

    TradingAgents: Multi-Agents LLM Financial Trading Framework

    Trust 88Quality 100finance
  • Uncovering Hidden Connections In Unstructured Financial Data51 stars

    Uncovering Hidden Connections in Unstructured Financial Data using Amazon Bedrock and Amazon Neptune

    Trust 74Quality 65finance

Crawlers and extraction

Web scraping skills

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

  • Firecrawl139K stars

    The API to search, scrape, and interact with the web at scale. 🔥

    Trust 88Quality 100agent-frameworks
  • Crawl4AI73K stars

    Web crawling built for AI

    Trust 90Quality 100web-automation
  • Amazon Scraper436 stars

    A simple web scraper to extract Product Data and Pricing from Amazon

    Trust 64Quality 42web-automation

Slides and decks

PPT and presentation skills

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

  • 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
  • Canvas Design164K stars

    Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.

    Trust 87Quality 100design-creative

Prompts, B-roll, explainers

Video creation skills

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

  • MoneyPrinterTurbo89K stars

    利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.

    Trust 88Quality 100automation
  • Video Contrastive Learning162 stars

    Video Contrastive Learning with Global Context, ICCVW 2021

    Trust 68Quality 42robotics-iot
  • Amazon Rekognition Video Analyzer378 stars

    A working prototype for capturing frames off of a live MJPEG video stream, identifying objects in near real-t…

    Trust 67Quality 41media-automation

Images, video, UI

Design and creative skills

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

  • LLMs From Scratch97K stars

    Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

    Trust 85Quality 100ml-automation
  • Taste Skill65K stars

    Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop

    Trust 91Quality 100development
  • Transformers162K stars

    🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision,…

    Trust 90Quality 100ml-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

203

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

191 quality187 maintained

Research

Research and knowledge work

73

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

72 quality70 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 quality14 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

47

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

46 quality46 maintained

Data

Data, BI, and analytics

33

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

31 quality31 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.

6 quality5 maintained

World Cup

Football and World Cup analytics

3

Football data, World Cup dashboards, xG, match prediction, scouting, and sports analytics.

3 quality3 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 394 ranked candidates matching "amazon-bedrock"

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

1

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 · I need my agent to build a RAG workflow over documents and retrieve reliable context.

LangChain + CLI · 4 targets

jupyter-notebookrag
by aws-samplesDetailsQuick view
2

RAG With Amazon Bedrock And Pgvector

NEEDS REVIEW · 53TRUST · 74SAFE · REVIEWEDRESEARCH

Opinionated sample on how to build/deploy a RAG web app on AWS powered by Amazon Bedrock and PGVector (on Amazon RDS)

$ npx skills add aws-samples/rag-with-amazon-bedrock-and-pgvector
102 stars37 quality74 trustReviewed with permission notes10mo since pushNeeds review
QualityInspect the repository carefully before adding it to an agent workflow.
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 · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

pythonrag
by aws-samplesDetailsQuick view
3

Text To Sql Bedrock Workshop

NEEDS REVIEW · 41TRUST · 70SAFE · EXPERIMENTALCODING

This repository is intended for those looking to dive deep on advanced Text-to-SQL concepts.

$ npx skills add aws-samples/text-to-sql-bedrock-workshop
135 stars34 quality70 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 Database and SQL · I need my agent to inspect database schemas, write SQL, and explain query results.

CLI + Codex · 4 targets

jupyter-notebookrag
by aws-samplesDetailsQuick view
4

Aws Genai Llm Chatbot

VERIFIEDEXCELLENT · 94TRUST · 88SAFE · REVIEWEDRESEARCH

A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere, Mistral) us…

$ npx skills add aws-samples/aws-genai-llm-chatbot
1.4K stars64 quality88 trustReviewedClaude Code + OpenAI 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

Claude Code + OpenAI Agents · 4 targets

typescriptsemantic-search
by aws-samplesDetailsQuick view
5

Amazon Scraper

VERIFIEDEXCELLENT · 92TRUST · 82SAFE · REVIEWEDRESEARCH

Free Trial Amazon Scraper API for extracting search, product, offer listing, reviews, question and answers, best sellers and sellers data.

$ npx skills add oxylabs/amazon-scraper
3.0K stars66 quality82 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

pythonweb-automation
by oxylabsDetailsQuick view
6

How To Scrape Amazon Product Data

VERIFIEDEXCELLENT · 92TRUST · 82SAFE · REVIEWEDCODING

The process of extracting product data from Amazon using Python, including titles, ratings, prices, images, and descriptions.

$ npx skills add oxylabs/how-to-scrape-amazon-product-data
2.9K stars66 quality82 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 GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

CLI + Codex · 4 targets

web-automation
by oxylabsDetailsQuick view
7

How To Scrape Amazon Prices

VERIFIEDEXCELLENT · 90TRUST · 81SAFE · REVIEWEDRESEARCH

A code for extracting best-selling items, search results, and currently available deals from Amazon using Python and Oxylabs E-Commerce Scraper API.

$ npx skills add oxylabs/how-to-scrape-amazon-prices
1.8K stars64 quality81 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 RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.

CLI + Codex · 4 targets

pythonweb-automation
by oxylabsDetailsQuick view
8

Bedrock Chat

VERIFIEDEXCELLENT · 93TRUST · 85SAFE · REVIEWEDCODING

AWS-native chatbot using Bedrock

$ npx skills add aws-samples/bedrock-chat
1.3K stars64 quality85 trustReviewedClaude Code1mo 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 · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + CLI · 4 targets

typescriptchatbot
by aws-samplesDetailsQuick view
9

Amazon Fresh Whole Foods Delivery Slot Finder

VERIFIEDPROMISING · 64TRUST · 79SAFE · EXPERIMENTALCODING

A Mac tool that finds available delivery slots for Amazon's Whole Foods delivery and Amazon Fresh services

$ npx skills add ahertel/Amazon-Fresh-Whole-Foods-delivery-slot-finder
1.0K stars48 quality79 trustExperimental6y 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

CLI + Codex · 4 targets

applescriptautomation
by ahertelDetailsQuick view
10

Sample Bedrock Deep Researcher

PROMISING · 62TRUST · 77SAFE · REVIEWEDRESEARCH

Researcher Agent to write blog posts/ articles using Amazon Bedrock and websearch.

$ npx skills add aws-samples/sample-bedrock-deep-researcher
115 stars41 quality77 trustReviewed with permission notes6mo 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 Research agents · I need my agent to research a topic, compare sources, and produce a concise report.

CLI + Codex · 4 targets

pythonresearch-agent
by aws-samplesDetailsQuick view
11

Amazon Skills

STRONG · 78TRUST · 80SAFE · REVIEWEDCODING

Free AI agent skills for Amazon sellers— keyword research, competitor analysis, listing audit & more. Works with OpenClaw, Claude Code, Cursor, Windsurf, Codex and any a…

$ npx skills add nexscope-ai/Amazon-Skills
435 stars52 quality80 trustReviewedClaude Code + OpenAI Agents2d 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 Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.

Claude Code + OpenAI Agents · 4 targets

pythonclaude-code
by nexscope-aiDetailsQuick view
12

Amazon Dash

NEEDS REVIEW · 50TRUST · 71SAFE · EXPERIMENTALCODING

Hack your Amazon Dash to run what you want.

$ npx skills add Nekmo/amazon-dash
849 stars39 quality71 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 · I need a coding agent that can understand a repository, edit code, and review pull requests.

CLI + Codex · 4 targets

pythoniot
by NekmoDetailsQuick view
13

Amazon Redshift Python Driver

STRONG · 72TRUST · 73SAFE · REVIEWEDCODING

Redshift Python Connector. It supports Python Database API Specification v2.0.

$ npx skills add aws/amazon-redshift-python-driver
219 stars50 quality73 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 · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

CLI + Codex · 4 targets

pythondata-analysis
by awsDetailsQuick view
14

Uncovering Hidden Connections In Unstructured Financial Data

PROMISING · 65TRUST · 74SAFE · REVIEWEDFINANCE

Uncovering Hidden Connections in Unstructured Financial Data using Amazon Bedrock and Amazon Neptune

$ npx skills add aws-samples/uncovering-hidden-connections-in-unstructured-financial-data
51 stars46 quality74 trustReviewed with permission notes1mo 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 Finance and quant · I need my agent to analyze markets, financial data, filings, portfolios, and quant strategies.

CLI + Codex · 4 targets

javascriptfinancial-data
by aws-samplesDetailsQuick view
15

Llm RAG Vectordb Python

NEEDS REVIEW · 42TRUST · 72SAFE · EXPERIMENTALCODING

Explore sample applications and tutorials demonstrating the prowess of Amazon Bedrock with Python. Learn to integrate Bedrock with databases, use RAG techniques, and sho…

$ npx skills add build-on-aws/llm-rag-vectordb-python
153 stars34 quality72 trustExperimentalLangChain1y 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 GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

LangChain + CLI · 4 targets

jupyter-notebookrag
by build-on-awsDetailsQuick view
16

Amazon Rekognition Video Analyzer

NEEDS REVIEW · 41TRUST · 67SAFE · BLOCKEDDESIGN

A working prototype for capturing frames off of a live MJPEG video stream, identifying objects in near real-time using deep learning, and triggering actions based on an…

$ npx skills add aws-samples/amazon-rekognition-video-analyzer
378 stars37 quality67 trustBlocked for auto-install5y 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: License is unclear
Safety gateThis skill should not be selected by an agent without explicit human security review.

Scenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.

CLI + Codex · 4 targets

javascriptvideo
by aws-samplesDetailsQuick 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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The skill layer for AI agents: discover, compare, audit, and install reusable capabilities across Codex, Claude Code, Cursor, and agent runtimes.

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