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.

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 Design165K 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
  • Taste Skill65K stars

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

    Trust 91Quality 100development

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 Skills81K 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
  • 21 Lessons, Get Started Building with Generative AI

    Trust 88Quality 100rag-knowledge
  • 1477 stars

    無許諾配信 企業理念剽窃 動物の森収益化 大神ミオ権利者削除 戌神権利侵害発言 常闇トワ炎上 夜空メルストーカー被害 建築王サポーター放置 赤十字マーク 魔乃アロエ卒業 一つの中國支持声明 大空昴3Dライブ 無限延期清…

    Trust 67Quality 48document-processing

Markets and quant

Finance and trading skills

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

  • Nftstaking102 stars

    🔥🔥Stake your ERC721 NFTs and issue ERC20 Tokens as Rewards, A Repo to support the full video tutorial serie…

    Trust 67Quality 35web3-analytics

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 87Quality 100agent-frameworks
  • Crawl4AI73K stars

    Web crawling built for AI

    Trust 90Quality 100web-automation
  • powerful web scraping tool designed to extract data from HTTPS-secured websites, including social media, e-co…

    Trust 73Quality 60utility

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
  • Reverse-lookup glossary that turns a vague description of a web animation or motion effect into its exact ter…

    Trust 91Quality 100design-creative
  • Canvas Design165K 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.

  • Video Shotcraft1.8K stars

    AI video skill for Claude Code & Codex — cinematic product videos with Remotion: 106 shot recipe cards, 161 m…

    Trust 84Quality 87utility
  • 4dface808 stars

    Real-time 3D face tracking and reconstruction from 2D video

    Trust 71Quality 49robotics-iot
  • Video to Text: Natural language description generator for some given video. [Video Captioning]

    Trust 71Quality 46media-automation

Images, video, UI

Design and creative skills

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

  • Artemis202 stars

    破限本地AI女友后宫,openclaw/claude code+画图语音向量数据库+live2D+桌宠+酒馆角色卡导入+前端,QQ+Telegram双通道,8G显存可跑🩵uncensored Fully offlin…

    Trust 76Quality 75media-automation
  • Real-Time 3D Semantic Reconstruction from 2D data

    Trust 71Quality 49robotics-iot
  • Graphite26K stars

    Community-built comprehensive 2D content creation appplication for graphic design, digital art, and interacti…

    Trust 90Quality 100design-creative

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.

190 quality186 maintained

Research

Research and knowledge work

73

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

70 quality67 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.

13 quality13 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

57

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

51 quality50 maintained

Data

Data, BI, and analytics

42

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

39 quality37 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

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

Decision filters

Choose by scenario, quality, and trust signals.

Showing 1-16 of 405 ranked candidates matching "2d"

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

1

Sports2D

STRONG · 72TRUST · 76SAFE · REVIEWEDWORLD CUP

Compute 2D human pose and angles from a video or a webcam.

$ npx skills add davidpagnon/Sports2D
241 stars50 quality76 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 Sports analytics

CLI + Codex · 4 targets

pythonsports-analytics
by davidpagnonDetailsQuick view
2

2D And 3D Face Alignment

NEEDS REVIEW · 45TRUST · 69SAFE · EXPERIMENTALCODING

This repository implements a demo of the networks described in "How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landm…

$ npx skills add 1adrianb/2D-and-3D-face-alignment
974 stars40 quality69 trustExperimental8y 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: License is unclear
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation

CLI + Codex · 4 targets

luacomputer-vision
by 1adrianbDetailsQuick view
3

2d Space Colonization Experiments

NEEDS REVIEW · 52TRUST · 70SAFE · EXPERIMENTALDESIGN

Visual experiments exploring space colonization as a 2D morphogenesis tool.

$ npx skills add jasonwebb/2d-space-colonization-experiments
223 stars39 quality70 trustExperimental8mo since pushNeeds review
QualityInspect the repository carefully before adding it to an agent workflow.
TrustPotentially useful, but at least one trust signal needs human inspection.Review: License is unclear
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Design and creative

CLI + Codex · 4 targets

javascriptcreative-coding
by jasonwebbDetailsQuick view
4

2d Differential Growth Experiments

NEEDS REVIEW · 39TRUST · 65SAFE · BLOCKEDDESIGN

Visual experiments exploring differential growth as a 2D morphogenesis tool.

$ npx skills add jasonwebb/2d-differential-growth-experiments
266 stars36 quality65 trustBlocked for auto-install3y 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 Design and creative

CLI + Codex · 4 targets

javascriptcreative-coding
by jasonwebbDetailsQuick view
5

H2database

VERIFIEDEXCELLENT · 94TRUST · 81SAFE · REVIEWEDDATA

H2 is an embeddable RDBMS written in Java.

$ npx skills add h2database/h2database
4.6K stars67 quality81 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 Database and SQL

CLI + Codex · 4 targets

javasql
by h2databaseDetailsQuick view
6

Linq2db

VERIFIEDEXCELLENT · 98TRUST · 84SAFE · REVIEWEDDATA

Linq to database provider.

$ npx skills add linq2db/linq2db
3.3K stars66 quality84 trustReviewed1mo 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 Database and SQL

CLI + Codex · 4 targets

c#sql
by linq2dbDetailsQuick view
7

Cad2data Revit IFC DWG DGN

PROMISING · 69TRUST · 74SAFE · EXPERIMENTALCODING

Workflow for AI Agents enables automated conversion of CAD files (such as `.rvt`, `.ifc`, `.dwg`) using command-line converters on a local Windows machine

$ npx skills add datadrivenconstruction/cad2data-Revit-IFC-DWG-DGN
415 stars52 quality74 trustExperimentalClaude Code2mo since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.
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 Coding agents

Claude Code + CLI · 4 targets

jupyter-notebookai-agents
by datadrivenconstructionDetailsQuick view
8

Sheet2dict

PROMISING · 65TRUST · 74SAFE · REVIEWEDDATA

Simple XLSX and CSV to dictionary converter

$ npx skills add Pytlicek/sheet2dict
222 stars43 quality74 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 Data analysis

CLI + Codex · 4 targets

pythoncsv
by PytlicekDetailsQuick view
9

Fabrik2DArduino

PROMISING · 69TRUST · 78SAFE · REVIEWEDCODING

A fast forward- and inverse kinematics solver for Arduino based on the FABRIK algorithm. The solver supports up to 4 DOF.

$ npx skills add henriksod/Fabrik2DArduino
118 stars48 quality78 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 Coding agents

CLI + Codex · 4 targets

c++robotics
by henriksodDetailsQuick view
10

Video2Description

NEEDS REVIEW · 46TRUST · 71SAFE · EXPERIMENTALDESIGN

Video to Text: Natural language description generator for some given video. [Video Captioning]

$ npx skills add scopeInfinity/Video2Description
362 stars37 quality71 trustExperimental4y 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 Multimodal media

CLI + Codex · 4 targets

pythonvideo
by scopeInfinityDetailsQuick view
11

TF2DeepFloorplan

NEEDS REVIEW · 44TRUST · 69SAFE · EXPERIMENTALCODING

TF2 Deep FloorPlan Recognition using a Multi-task Network with Room-boundary-Guided Attention. Enable tensorboard, quantization, flask, tflite, docker, github actions an…

$ npx skills add zcemycl/TF2DeepFloorplan
265 stars36 quality69 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 GitHub automation

CLI + Codex · 4 targets

pythongithub
by zcemyclDetailsQuick view
12

Csv2db

PROMISING · 55TRUST · 68SAFE · EXPERIMENTALDATA

The CSV to database command line loader

$ npx skills add csv2db/csv2db
150 stars38 quality68 trustExperimental7mo since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.
TrustPotentially useful, but at least one trust signal needs human inspection.Review: Quality score needs review
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Data analysis

CLI + Codex · 4 targets

pythonetl
by csv2dbDetailsQuick view
13

Pdf2doi

NEEDS REVIEW · 36TRUST · 67SAFE · BLOCKEDRESEARCH

A python library/command-line tool to extract the DOI or other identifiers of a scientific paper from a pdf file.

$ npx skills add MicheleCotrufo/pdf2doi
135 stars34 quality67 trustBlocked for auto-install1y 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 Document processing

CLI + Codex · 4 targets

pythonpdf
by MicheleCotrufoDetailsQuick view
14

Wrighteaglebase

NEEDS REVIEW · 40TRUST · 68SAFE · BLOCKEDCODING

WrightEagle Base Code for RoboCup Soccer Simulation 2D

$ npx skills add wrighteagle2d/wrighteaglebase
104 stars33 quality68 trustBlocked for auto-install4y 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: Repository looks stale
Safety gateThis skill should not be selected by an agent without explicit human security review.

Scenario GitHub automation

CLI + Codex · 4 targets

c++sports-data
by wrighteagle2dDetailsQuick view
15

Hcaptcha Challenger

VERIFIEDEXCELLENT · 85TRUST · 81SAFE · REVIEWEDCODING

🥂 Gracefully face hCaptcha challenge with multimodal large language model.

$ npx skills add QIN2DIM/hcaptcha-challenger
2.3K stars58 quality81 trustReviewed with permission notesOpenAI Agents + Browser agents6mo 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: Documentation summary is thin
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Testing and QA

OpenAI Agents + Browser agents · 4 targets

pythonplaywright
by QIN2DIMDetailsQuick view
16

Paper Simulation

NEEDS REVIEW · 41TRUST · 67SAFE · BLOCKEDRESEARCH

Let's reproduce paper simulations of multi-robot systems, formation control, distributed optimization and cooperative manipulation.

$ npx skills add star2dust/paper-simulation
423 stars37 quality67 trustBlocked for auto-install4y 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 RAG and knowledge

CLI + Codex · 4 targets

matlabrobotics
by star2dustDetailsQuick 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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