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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
  • Reloader10K stars

    A Kubernetes controller to watch changes in ConfigMap and Secrets and do rolling upgrades on Pods with their…

    Trust 90Quality 100devops

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
  • Ros2 Engineering Skills141 stars

    Agent skill for production-grade ROS 2 development. Progressive-disclosure SKILL.md covering workspace, nodes…

    Trust 77Quality 73robotics-iot

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
  • Firecrawl139K stars

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

    Trust 87Quality 100agent-frameworks

Markets and quant

Finance and trading skills

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

  • Notebooks725 stars

    Analysis on systematic trading strategies (e.g., trend-following, carry and mean-reversion). The result is re…

    Trust 81Quality 77finance
  • Py Alpha Lib96 stars

    Alpha Library: A high-performance rolling window calculation library implemented in Rust with Python bindings…

    Trust 76Quality 68finance

Crawlers and extraction

Web scraping skills

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

  • Crawl4AI73K stars

    Web crawling built for AI

    Trust 90Quality 100web-automation
  • ESearch6.4K stars

    截屏 离线OCR 搜索翻译 以图搜图 贴图 录屏 万向滚动截屏 屏幕翻译 Screenshot Offline OCR Search Translate Search for picture Paste the pic…

    Trust 89Quality 100document-processing
  • 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.

  • 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.

  • AI Mv Generator104 stars

    A multi-agent system designed for generating music videos with scrolling subtitles based on lyrics. This proj…

    Trust 71Quality 46media-automation
  • UnitySensors324 stars

    ROS/ROS2 enabled Sensor models (Assets) on Unity

    Trust 77Quality 70robotics-iot

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
  • Transformers162K stars

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

    Trust 90Quality 100ml-automation
  • Tensorflow196K stars

    An Open Source Machine Learning Framework for Everyone

    Trust 87Quality 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

223

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

207 quality199 maintained

Research

Research and knowledge work

71

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

70 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

15

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

15 quality15 maintained

Marketing

Marketing and growth automation

11

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

11 quality10 maintained

Design

Design and creative production

53

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

49 quality47 maintained

Data

Data, BI, and analytics

31

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

31 quality31 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

7

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

5 quality5 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 413 ranked candidates matching "ros2-rolling"

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

1

Universal Robots ROS2 Driver

STRONG · 77TRUST · 79SAFE · REVIEWEDCODING

Universal Robots ROS2 driver supporting CB3 and e-Series

$ npx skills add UniversalRobots/Universal_Robots_ROS2_Driver
783 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 Coding agents

CLI + Codex · 4 targets

c++robotics
by UniversalRobotsDetailsQuick view
2

Kalman Filter Localization Ros2

PROMISING · 69TRUST · 73SAFE · REVIEWEDCODING

gnss/imu localization using kalman filter

$ npx skills add rsasaki0109/kalman_filter_localization_ros2
353 stars52 quality73 trustReviewed with permission notes2mo 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

c++ros
by rsasaki0109DetailsQuick view
3

Zed Ros2 Wrapper

STRONG · 73TRUST · 77SAFE · REVIEWEDCODING

ROS 2 wrapper for the ZED SDK

$ npx skills add stereolabs/zed-ros2-wrapper
319 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 Coding agents

CLI + Codex · 4 targets

c++robotics
by stereolabsDetailsQuick view
4

Ethercat Driver Ros2

STRONG · 73TRUST · 77SAFE · REVIEWEDCODING

Hardware Interface for EtherCAT module integration with ros2_control

$ npx skills add ICube-Robotics/ethercat_driver_ros2
312 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 Coding agents

CLI + Codex · 4 targets

c++ros
by ICube-RoboticsDetailsQuick view
5

Franka Ros2

STRONG · 71TRUST · 77SAFE · REVIEWEDRESEARCH

ROS 2 integration for Franka research robots

$ npx skills add frankarobotics/franka_ros2
345 stars48 quality77 trustReviewed with permission notes3mo 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 Research agents

CLI + Codex · 4 targets

c++robotics
by frankaroboticsDetailsQuick view
6

Ros2 Tracing

STRONG · 72TRUST · 77SAFE · REVIEWEDCODING

Tracing tools for ROS 2.

$ npx skills add ros2/ros2_tracing
254 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 GitHub automation

CLI + Codex · 4 targets

pythonros
by ros2DetailsQuick view
7

Lbr Fri Ros2 Stack

STRONG · 72TRUST · 77SAFE · REVIEWEDCODING

ROS 2 integration for KUKA LBR IIWA 7/14 and Med 7/14

$ npx skills add lbr-stack/lbr_fri_ros2_stack
253 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 GitHub automation

CLI + Codex · 4 targets

c++ros
by lbr-stackDetailsQuick view
8

Universal Robots ROS2 Description

STRONG · 70TRUST · 77SAFE · REVIEWEDCODING

ROS2 URDF description for Universal Robots

$ npx skills add UniversalRobots/Universal_Robots_ROS2_Description
329 stars48 quality77 trustReviewed with permission notes3mo 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

pythonrobotics
by UniversalRobotsDetailsQuick view
9

Gz Ros2 Control

STRONG · 72TRUST · 77SAFE · REVIEWEDCODING

Connect the latest version of Gazebo with ros2_control.

$ npx skills add ros-controls/gz_ros2_control
252 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 Testing and QA

CLI + Codex · 4 targets

pythonros
by ros-controlsDetailsQuick view
10

OrbbecSDK ROS2

STRONG · 70TRUST · 77SAFE · REVIEWEDCODING

OrbbecSDK ROS2 wrapper

$ npx skills add orbbec/OrbbecSDK_ROS2
300 stars48 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 GitHub automation

CLI + Codex · 4 targets

c++robotics
by orbbecDetailsQuick view
11

Cyberdog Ros2

NEEDS REVIEW · 49TRUST · 71SAFE · EXPERIMENTALCODING

ROS 2 packages for CyberDog

$ npx skills add MiRoboticsLab/cyberdog_ros2
727 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 GitHub automation

CLI + Codex · 4 targets

c++robotics
by MiRoboticsLabDetailsQuick view
12

Rules Ros2

STRONG · 70TRUST · 77SAFE · REVIEWEDCODING

Build ROS 2 with Bazel

$ npx skills add mvukov/rules_ros2
146 stars49 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 GitHub automation

CLI + Codex · 4 targets

starlarkrobotics
by mvukovDetailsQuick view
13

Ros2 Engineering Skills

STRONG · 73TRUST · 77SAFE · EXPERIMENTALCODING

Agent skill for production-grade ROS 2 development. Progressive-disclosure SKILL.md covering workspace, nodes, executors, QoS, ros2_control, Nav2, MoveIt 2, real-time, a…

$ npx skills add dbwls99706/ros2-engineering-skills
141 stars49 quality77 trustExperimentalClaude 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 gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Coding agents

Claude Code + OpenAI Agents · 4 targets

pythonrobotics
by dbwls99706DetailsQuick view
14

Iiwa Ros2

PROMISING · 66TRUST · 75SAFE · REVIEWEDCODING

ROS2 stack for KUKA iiwa collaborative robots

$ npx skills add ICube-Robotics/iiwa_ros2
126 stars45 quality75 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 Coding agents

CLI + Codex · 4 targets

c++robotics
by ICube-RoboticsDetailsQuick view
15

Odrive Ros2 Control

NEEDS REVIEW · 46TRUST · 69SAFE · EXPERIMENTALCODING

ODrive driver for ros2_control

$ npx skills add Factor-Robotics/odrive_ros2_control
338 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

c++robotics
by Factor-RoboticsDetailsQuick view
16

IROS2020 Paper List

NEEDS REVIEW · 40TRUST · 65SAFE · BLOCKEDCODING

IROS2020 paperlist by paopaorobot

$ npx skills add PaoPaoRobot/IROS2020-paper-list
324 stars36 quality65 trustBlocked for auto-install6y 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 GitHub automation

CLI + Codex · 4 targets

robotics
by PaoPaoRobotDetailsQuick 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.

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