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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 Design166K 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
  • Kahi Ui188 stars

    Straight-forward Svelte UI for the Web

    Trust 68Quality 43design-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 Skills81K stars

    Production-grade engineering skills for AI coding agents.

    Trust 86Quality 100agent-skills
  • Loopy2.6K stars

    A library of practical AI-agent loops and an installable skill for finding, adapting, and designing repeatabl…

    Trust 90Quality 100agent-frameworks

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
  • Generative AI For Beginners112K stars

    21 Lessons, Get Started Building with Generative AI

    Trust 88Quality 100rag-knowledge
  • Graphify91K stars

    AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of co…

    Trust 87Quality 100rag-knowledge

Markets and quant

Finance and trading skills

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

  • Qlib44K stars

    Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exp…

    Trust 89Quality 100finance
  • Mql5 Python Integration202 stars

    I created this library to streamline the process of developing an Expert Advisor in MQL5. While MQL5 developm…

    Trust 75Quality 56finance
  • VisualHFT1.2K stars

    VisualHFT is a WPF/C# desktop GUI that shows market microstructure in real time. You can track advanced limit…

    Trust 89Quality 96finance

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
  • Webapp Testing166K stars

    Use Playwright to interact with and test local web applications, capture screenshots, debug UI behavior, and…

    Trust 87Quality 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
  • 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 Design166K 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.

  • Seedance Prompt Skill2.2K stars

    Seedance 2.0 prompt skill，使用该Skill生成Seedance 2.0 视频提示词

    Trust 82Quality 85media
  • Open OmniVCus503 stars

    OmniVCus: Feedforward Subject-driven Video Customization with Multimodal Control Conditions (NeurIPS 2025)

    Trust 74Quality 59media-automation
  • Digan186 stars

    [ICLR'22] Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks

    Trust 67Quality 38media-automation

Images, video, UI

Design and creative skills

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

  • Jumpcutter653 stars

    ⏩ Fast-forwards long pauses between sentences — watch lectures ~1.5x faster (browser extension)

    Trust 76Quality 61productivity-automation
  • DiffusionFastForward682 stars

    DiffusionFastForward: a free course and experimental framework for diffusion-based generative models

    Trust 73Quality 49media-automation
  • LLMs From Scratch97K stars

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

    Trust 85Quality 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

205

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

195 quality188 maintained

Research

Research and knowledge work

66

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

63 quality63 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 quality18 maintained

Marketing

Marketing and growth automation

15

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

14 quality13 maintained

Design

Design and creative production

58

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

54 quality51 maintained

Data

Data, BI, and analytics

35

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

33 quality31 maintained

Legal

Legal, policy, and compliance

11

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

11 quality11 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
FinanceStock analysisQuantTrading researchSlidesPPT generationDocsPDF parsingExtractWeb scrapingCreativeDesign workflowSportsFootball analytics

Decision filters

Choose by scenario, quality, and trust signals.

Showing 1-16 of 410 ranked candidates matching "forward-dynamics"

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

1

Robotics Planning Dynamics And Control

NEEDS REVIEW · 47TRUST · 71SAFE · EXPERIMENTALCODING

RPDC : This contains all my MATLAB codes for the Robotics, Planning, Dynamics and Control . The implementations model various kinds of manipulators and mobile robots for…

$ npx skills add YashBansod/Robotics-Planning-Dynamics-and-Control
441 stars37 quality71 trustExperimental6y 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

CLI + Codex · 4 targets

matlabrobotics
by YashBansodDetailsQuick view
2

Forwardemail.Net

VERIFIEDEXCELLENT · 89TRUST · 84SAFE · REVIEWEDLEGAL

Privacy-focused encrypted email for everyone. All-in-one alternative to Gmail + Mailchimp + Sendgrid.

$ npx skills add forwardemail/forwardemail.net
1.6K stars64 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

javascriptprivacy
by forwardemailDetailsQuick view
3

EhForwarderBot

VERIFIEDPROMISING · 69TRUST · 80SAFE · REVIEWEDCODING

An extensible message tunneling chat bot framework. Delivers messages to and from multiple platforms and remotely control your accounts.

$ npx skills add ehForwarderBot/ehForwarderBot
3.0K stars51 quality80 trustReviewed with permission notes3y 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 Coding agents

CLI + Codex · 4 targets

pythonchatbot
by ehForwarderBotDetailsQuick view
4

Aws Lambda Ses Forwarder

VERIFIEDPROMISING · 67TRUST · 80SAFE · REVIEWEDCODING

Serverless email forwarding using AWS Lambda and SES

$ npx skills add arithmetric/aws-lambda-ses-forwarder
1.7K stars49 quality80 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 GitHub automation

CLI + Codex · 4 targets

javascriptemail
by arithmetricDetailsQuick view
5

Kube Forwarder

VERIFIEDPROMISING · 65TRUST · 77SAFE · EXPERIMENTALCODING

Easy to use Kubernetes port forwarding manager

$ npx skills add pixel-point/kube-forwarder
1.1K stars48 quality77 trustExperimental2y 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

CLI + Codex · 4 targets

vuedevops
by pixel-pointDetailsQuick view
6

Rbdl

NEEDS REVIEW · 50TRUST · 71SAFE · EXPERIMENTALCODING

RBDL is a C++ library that contains some essential and efficient rigid body dynamics algorithms such as the Articulated Body Algorithm (ABA) for forward dynamics, Recurs…

$ npx skills add rbdl/rbdl
698 stars39 quality71 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: License is unclear
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation

CLI + Codex · 4 targets

c++robotics
by rbdlDetailsQuick view
7

DynamicsWebApi

STRONG · 73TRUST · 77SAFE · REVIEWEDMARKETING

DynamicsWebApi is a Microsoft Dataverse Web API helper library for JavaScript & TypeScript

$ npx skills add AleksandrRogov/DynamicsWebApi
308 stars51 quality77 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 Marketing and growth

CLI + Codex · 4 targets

typescriptcrm
by AleksandrRogovDetailsQuick view
8

ForwardWidgets

PROMISING · 69TRUST · 78SAFE · REVIEWEDMARKETING

Widgets for Douban and Trakt watchlists plus personalized recommendations, live TV streaming including PlutoTV, Yatu ranking list, TV show tracking calendar, letterboxd,…

$ npx skills add huangxd-/ForwardWidgets
241 stars47 quality78 trustReviewed with permission notes3mo 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 Email and calendar

CLI + Codex · 4 targets

javascriptcalendar
by huangxd-DetailsQuick view
9

Dynamics 365 Workflow Tools

NEEDS REVIEW · 47TRUST · 75SAFE · EXPERIMENTALMARKETING

Dynamics 365 Workflow Tools is a Community solution that expands Microsoft Dynamics 365 (CRM) Workflow features with lots of new posibilities. This helps you to build ve…

$ npx skills add demianrasko/Dynamics-365-Workflow-Tools
502 stars38 quality75 trustExperimental2y 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 Marketing and growth

CLI + Codex · 4 targets

c#workflow
by demianraskoDetailsQuick view
10

Rbdl Orb

NEEDS REVIEW · 35TRUST · 67SAFE · BLOCKEDAUTOMATION

RBDL - Rigid Body Dynamics Library - ORB Version - The two main differences to the original rbdl is that this version has error handling and uses polymorphism for constr…

$ npx skills add ORB-HD/rbdl-orb
101 stars33 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 Workflow automation

CLI + Codex · 4 targets

c++robotics
by ORB-HDDetailsQuick view
11

RigidBodyDynamics.Jl

NEEDS REVIEW · 40TRUST · 67SAFE · EXPERIMENTALCODING

Julia implementation of various rigid body dynamics and kinematics algorithms

$ npx skills add JuliaRobotics/RigidBodyDynamics.jl
310 stars36 quality67 trustExperimental2y 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 Coding agents

CLI + Codex · 4 targets

juliarobotics
by JuliaRoboticsDetailsQuick view
12

Autoportforward

NEEDS REVIEW · 45TRUST · 67SAFE · EXPERIMENTALCODING

Bidirectional port-forwarding for docker, podman and kubernetes

$ npx skills add ruoshan/autoportforward
295 stars36 quality67 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 GitHub automation

CLI + Codex · 4 targets

gokubernetes
by ruoshanDetailsQuick view
13

Traefik Forward Auth

VERIFIEDEXCELLENT · 93TRUST · 82SAFE · REVIEWEDCODING

Minimal forward authentication service that provides Google/OpenID oauth based login and authentication for the traefik reverse proxy

$ npx skills add thomseddon/traefik-forward-auth
2.4K stars62 quality82 trustReviewed with permission notes4mo 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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Coding agents

CLI + Codex · 4 targets

gokubernetes
by thomseddonDetailsQuick view
14

Pysindy

VERIFIEDEXCELLENT · 90TRUST · 84SAFE · REVIEWEDDESIGN

A package for the sparse identification of nonlinear dynamical systems from data

$ npx skills add dynamicslab/pysindy
1.8K stars65 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 Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by dynamicslabDetailsQuick view
15

DiffusionFastForward

NEEDS REVIEW · 49TRUST · 73SAFE · EXPERIMENTALDESIGN

DiffusionFastForward: a free course and experimental framework for diffusion-based generative models

$ npx skills add mikonvergence/DiffusionFastForward
682 stars39 quality73 trustExperimental3y 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 Multimodal media

CLI + Codex · 4 targets

jupyter-notebookimage-generation
by mikonvergenceDetailsQuick view
16

Generative Image Dynamics

PROMISING · 63TRUST · 73SAFE · REVIEWEDCODING

fltwr/generative-image-dynamics is a high-star GitHub project relevant to AI agent workflows.

$ npx skills add fltwr/generative-image-dynamics
212 stars47 quality73 trustReviewed with permission notes3mo 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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation

CLI + Codex · 4 targets

jupyter-notebookcomputer-vision
by fltwrDetailsQuick 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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