Star200+

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.

  • Web Design Guidelines30K stars

    Review UI code for web interface guidelines, UX quality, accessibility, and interaction design best practices.

    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
  • Playwright Browser Skill24K stars

    Automate a real browser from the terminal for navigation, form filling, snapshots, screenshots, extraction, a…

    Trust 83Quality 100browser-automation

Codex, Claude Code, Cursor

Coding agent skills

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

  • Skills3.9K stars

    Agent skills for designers and builders using Codex, Claude, Cursor, and other AI coding agents

    Trust 89Quality 100design-creative
  • Humanlayer11K stars

    The best way to get AI coding agents to solve hard problems in complex codebases.

    Trust 86Quality 99coding-agents
  • To Tickets177K stars

    Turn an approved plan into vertical-slice tickets with explicit dependencies.

    Trust 88Quality 100coding-agents

Documents and knowledge

Research and RAG skills

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

  • Backlog.Md5.8K stars

    Backlog.md - A tool for managing project collaboration between humans and AI Agents in a git ecosystem

    Trust 89Quality 100document-processing
  • MemMachine3.1K stars

    Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and…

    Trust 87Quality 97rag-knowledge
  • Datasets2.7K stars

    🎁 7,400,000+ Unsplash images made available for research and machine learning

    Trust 82Quality 92rag-knowledge

Crawlers and extraction

Web scraping skills

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

  • Skills2.4K stars

    Browser automation CLI built for AI agents. Break through anti-bot walls, hand off to humans across platforms…

    Trust 82Quality 96web-automation
  • Pydoll7.0K stars

    Pydoll is a library for automating chromium-based browsers without a WebDriver, offering realistic interactio…

    Trust 88Quality 100web-automation
  • Pwa Asset Generator3.0K stars

    Automates PWA asset generation and image declaration. Automatically generates icon and splash screen images,…

    Trust 85Quality 100browser-automation

Slides and decks

PPT and presentation skills

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

  • Apple Design18K stars

    Apple's approach to interface design and fluid, physical motion, translated for the web. Use when building or…

    Trust 91Quality 100design-creative
  • 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

Prompts, B-roll, explainers

Video creation skills

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

  • Duix Avatar14K stars

    🚀 Truly open-source AI avatar(digital human) toolkit for offline video generation and digital human cloning.

    Trust 85Quality 97media-automation
  • Video2x20K stars

    A machine learning-based video super resolution and frame interpolation framework. Est. Hack the Valley II, 2…

    Trust 89Quality 100ml-automation

Images, video, UI

Design and creative skills

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

  • Watermark Removal4.6K stars

    a machine learning image inpainting task that instinctively removes watermarks from image indistinguishable f…

    Trust 84Quality 94ml-automation
  • Doccano11K stars

    Open source annotation tool for machine learning practitioners.

    Trust 87Quality 100ml-automation
  • ComputeLibrary3.2K stars

    The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs an…

    Trust 86Quality 95robotics-iot

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

202

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

202 quality202 maintained

Research

Research and knowledge work

72

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

72 quality72 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

10

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

10 quality10 maintained

Design

Design and creative production

101

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

101 quality100 maintained

Data

Data, BI, and analytics

34

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

34 quality34 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 436 ranked candidates matching "human-machine-interaction"

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

1

Machine Learning Zoomcamp

VERIFIEDEXCELLENT · 100TRUST · 84SAFE · REVIEWEDDESIGN

Learn ML engineering for free in 4 months! Register here 👇🏼

$ npx skills add DataTalksClub/machine-learning-zoomcamp
13.3K stars72 quality84 trustReviewed with permission notes2mo since pushNeeds review
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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Multimodal media

CLI + Codex · 4 targets

jupyter-notebookmachine-learning
by DataTalksClubDetailsQuick view
2

Machinelearning

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · REVIEWEDDESIGN

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

$ npx skills add dotnet/machinelearning
9.3K stars69 quality89 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

c#machine-learning
by dotnetDetailsQuick view
3

Machine Learning Book

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · REVIEWEDCODING

Code Repository for Machine Learning with PyTorch and Scikit-Learn

$ npx skills add rasbt/machine-learning-book
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 GitHub automation

CLI + Codex · 4 targets

jupyter-notebookmachine-learning
by rasbtDetailsQuick view
4

Machine Learning For Trading

VERIFIEDEXCELLENT · 100TRUST · 85SAFE · REVIEWEDFINANCE

Code for Machine Learning for Algorithmic Trading, 2nd edition.

$ npx skills add stefan-jansen/machine-learning-for-trading
19.3K stars73 quality85 trustReviewed with permission notes1mo since pushNeeds review
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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Finance and quant

CLI + Codex · 4 targets

jupyter-notebookfinance
by stefan-jansenDetailsQuick view
5

Humanlayer

VERIFIEDEXCELLENT · 99TRUST · 86SAFE · REVIEWEDCODING

The best way to get AI coding agents to solve hard problems in complex codebases.

$ npx skills add humanlayer/humanlayer
11.0K stars72 quality86 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: License is unclear
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Coding agents

Claude Code + OpenAI Agents · 4 targets

typescriptcoding-agent
by humanlayerDetailsQuick view
6

Openarm

VERIFIEDEXCELLENT · 97TRUST · 88SAFE · REVIEWEDRESEARCH

A fully open-source humanoid arm for physical AI research and deployment in contact-rich environments.

$ npx skills add enactic/openarm
2.6K stars66 quality88 trustReviewed1mo 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 Research agents

CLI + Codex · 4 targets

mdxmachine-learning
by enacticDetailsQuick view
7

Label Studio

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDDESIGN

Label Studio is a multi-type data labeling and annotation tool with standardized output format

$ npx skills add HumanSignal/label-studio
27.6K stars74 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 Multimodal media

CLI + Codex · 4 targets

typescriptmlops
by HumanSignalDetailsQuick view
8

Humanizer

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

Claude Code skill that removes signs of AI-generated writing from text

$ npx skills add blader/humanizer
24.1K stars74 quality88 trustReviewedClaude Code2mo 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 + CLI · 4 targets

claude-code
by bladerDetailsQuick view
9

Keras

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDDESIGN

Deep Learning for humans

$ npx skills add keras-team/keras
64.1K stars77 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 keras-teamDetailsQuick view
10

Machine Learning Interviews

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

$ npx skills add alirezadir/Machine-Learning-Interviews
8.5K stars69 quality88 trustReviewed1mo 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

jupyter-notebookai-agents
by alirezadirDetailsQuick view
11

MemMachine

VERIFIEDEXCELLENT · 97TRUST · 87SAFE · REVIEWEDRESEARCH

Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-g…

$ npx skills add MemMachine/MemMachine
3.1K stars66 quality87 trustReviewed1mo 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

pythonknowledge-graph
by MemMachineDetailsQuick view
12

Stanza

VERIFIEDEXCELLENT · 96TRUST · 85SAFE · REVIEWEDDESIGN

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

$ npx skills add stanfordnlp/stanza
7.8K stars69 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: License is unclear
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 stanfordnlpDetailsQuick view
13

Tensorflow

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDDESIGN

An Open Source Machine Learning Framework for Everyone

$ npx skills add tensorflow/tensorflow
195.7K stars78 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 Multimodal media

CLI + Codex · 4 targets

c++machine-learning
by tensorflowDetailsQuick view
14

Transformers

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDDESIGN

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and traini…

$ npx skills add huggingface/transformers
161.6K stars78 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 Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by huggingfaceDetailsQuick view
15

Pytorch

VERIFIEDEXCELLENT · 100TRUST · 84SAFE · REVIEWEDDESIGN

Tensors and Dynamic neural networks in Python with strong GPU acceleration

$ npx skills add pytorch/pytorch
100.8K stars78 quality84 trustReviewed with permission notes2mo since pushNeeds review
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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by pytorchDetailsQuick view
16

LLMs From Scratch

VERIFIEDEXCELLENT · 100TRUST · 85SAFE · REVIEWEDDESIGN

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

$ npx skills add rasbt/LLMs-from-scratch
97.3K stars78 quality85 trustReviewed with permission notesOpenAI Agents2mo since pushNeeds review
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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Multimodal media

OpenAI Agents + CLI · 4 targets

jupyter-notebookmachine-learning
by rasbtDetailsQuick view

Page 1

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