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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.

  • Stable Diffusion2.7K stars

    FLUX, Stable Diffusion, SDXL, SD3, LoRA, Fine Tuning, DreamBooth, Training, Automatic1111, Forge WebUI, Swarm…

    Trust 88Quality 100education
  • Text To Cad8.3K stars

    A collection of agent skills for CAD, robotics and hardware design

    Trust 88Quality 100agent-skills
  • Aily Blockly2.2K stars

    AI IDE for hardware development, support Arduino, MicroPython, ESP32, STM32, RP2040, Nrf5x...

    Trust 87Quality 96robotics-iot

Codex, Claude Code, Cursor

Coding agent skills

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

  • ClawTeam OpenClaw1.4K stars

    ClawTeam fork fully adapted for OpenClaw — multi-agent swarm coordination with OpenClaw as the default agent

    Trust 89Quality 97agent-frameworks
  • Swarms6.9K stars

    The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai

    Trust 89Quality 100ml-automation
  • VLMEvalKit4.2K stars

    Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks

    Trust 88Quality 99robotics-iot

Documents and knowledge

Research and RAG skills

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

  • MiroFish67K stars

    A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物

    Trust 90Quality 100rag-knowledge
  • Lightly Train1.6K stars

    All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.

    Trust 87Quality 94robotics-iot
  • Koharu4.7K stars

    ML-powered manga translator, written in Rust.

    Trust 86Quality 99robotics-iot

Markets and quant

Finance and trading skills

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

  • AutoHedge3.4K stars

    Build your autonomous hedge fund in minutes. AutoHedge harnesses the power of swarm intelligence and AI agent…

    Trust 88Quality 95finance

Crawlers and extraction

Web scraping skills

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

  • WebPlotDigitizer3.1K stars

    Computer vision assisted tool to extract numerical data from plot images.

    Trust 86Quality 97robotics-iot
  • MATLAB Simulink Challenge Project Hub2.1K stars

    This MATLAB and Simulink Challenge Project Hub contains a list of research and design project ideas. These pr…

    Trust 84Quality 91robotics-iot

Prompts, B-roll, explainers

Video creation skills

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

  • Streamlit Webrtc1.7K stars

    Real-time video and audio processing on Streamlit

    Trust 87Quality 98robotics-iot
  • DepthFlow1.4K stars

    🌊 Images to parallax effect videos

    Trust 85Quality 94robotics-iot
  • Edit Mind1.6K stars

    Local-first Video Knowledge Base. Index your video library with multi-modal analysis (YOLO, DeepFace, Whisper…

    Trust 83Quality 89robotics-iot

Images, video, UI

Design and creative skills

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

  • SwarmUI4.2K stars

    SwarmUI (formerly StableSwarmUI), A Modular Stable Diffusion Web-User-Interface, with an emphasis on making p…

    Trust 88Quality 99ml-automation
  • PhotoDemon2.2K stars

    A free portable photo editor focused on pro-grade features, high performance, and maximum usability.

    Trust 84Quality 91robotics-iot
  • Geti1.2K stars

    Build computer vision models in a fraction of the time and with less data.

    Trust 86Quality 93robotics-iot

Analysis and pipelines

Data and analytics skills

Data analysis, analytics, ETL, notebooks, databases, tables, charts, and reporting workflows.

  • Ml Course3.5K stars

    Open Machine Learning course

    Trust 86Quality 95robotics-iot
  • Ekuiper1.7K stars

    Lightweight data stream processing engine for IoT edge

    Trust 84Quality 95robotics-iot
  • Torchgeo4.1K stars

    TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

    Trust 88Quality 99robotics-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

235

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

235 quality235 maintained

Research

Research and knowledge work

88

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

88 quality88 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

11

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

11 quality11 maintained

Design

Design and creative production

63

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

63 quality63 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

8

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

8 quality8 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 456 ranked candidates matching "swarm-robotics"

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

1

Mall Swarm

VERIFIEDEXCELLENT · 100TRUST · 84SAFE · REVIEWEDCODING

mall-swarm是一套微服务商城系统，采用了 Spring Cloud Alibaba、Spring Boot 3.5、Sa-Token、MyBatis、Elasticsearch、Docker、Kubernetes等核心技术，同时提供了基于Vue的管理后台方便快速搭建系统。mall-swarm在电商业务的基础集成了注册中心、配置中…

$ npx skills add macrozheng/mall-swarm
13.0K stars72 quality84 trustReviewed with permission notes2mo 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 Database and SQL

CLI + Codex · 4 targets

javakubernetes
by macrozhengDetailsQuick view
2

Swarms

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · REVIEWEDCODING

The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai

$ npx skills add kyegomez/swarms
6.9K stars69 quality89 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 Coding agents

Claude Code + OpenAI Agents · 4 targets

pythonmachine-learning
by kyegomezDetailsQuick view
3

SwarmUI

VERIFIEDEXCELLENT · 99TRUST · 88SAFE · REVIEWEDDESIGN

SwarmUI (formerly StableSwarmUI), A Modular Stable Diffusion Web-User-Interface, with an emphasis on making powertools easily accessible, high performance, and extensibi…

$ npx skills add mcmonkeyprojects/SwarmUI
4.2K stars67 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

c#machine-learning
by mcmonkeyprojectsDetailsQuick view
4

Pentest Swarm AI

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · REVIEWEDCODING

Autonomous penetration testing using a swarm of AI agents. Orchestrates recon, classification, exploitation, and reporting specialists with ReAct reasoning — supports bu…

$ npx skills add Armur-Ai/Pentest-Swarm-AI
1.8K stars64 quality86 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 Testing and QA

Claude Code + CLI · 4 targets

goai-agents
by Armur-AiDetailsQuick view
5

Koharu

VERIFIEDEXCELLENT · 99TRUST · 86SAFE · REVIEWEDRESEARCH

ML-powered manga translator, written in Rust.

$ npx skills add mayocream/koharu
4.7K stars67 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 Document processing

CLI + Codex · 4 targets

rustcomputer-vision
by mayocreamDetailsQuick view
6

Maths Cs AI Compendium

VERIFIEDEXCELLENT · 99TRUST · 86SAFE · REVIEWEDRESEARCH

Become a cracked AI/ML Research Engineer

$ npx skills add HenryNdubuaku/maths-cs-ai-compendium
4.5K stars67 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 Research agents

CLI + Codex · 4 targets

typescriptcomputer-vision
by HenryNdubuakuDetailsQuick view
7

Ceres Solver

VERIFIEDEXCELLENT · 94TRUST · 83SAFE · REVIEWEDCODING

A large scale non-linear optimization library

$ npx skills add ceres-solver/ceres-solver
4.5K stars67 quality83 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 Coding agents

CLI + Codex · 4 targets

c++computer-vision
by ceres-solverDetailsQuick view
8

PINTO Model Zoo

VERIFIEDEXCELLENT · 99TRUST · 87SAFE · REVIEWEDCODING

A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, Ten…

$ npx skills add PINTO0309/PINTO_model_zoo
4.4K stars67 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 Coding agents

CLI + Codex · 4 targets

pythoncomputer-vision
by PINTO0309DetailsQuick view
9

Webots

VERIFIEDEXCELLENT · 99TRUST · 86SAFE · REVIEWEDRESEARCH

Webots Robot Simulator

$ npx skills add cyberbotics/webots
4.4K stars67 quality86 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

c++computer-vision
by cyberboticsDetailsQuick view
10

Obs Backgroundremoval

VERIFIEDEXCELLENT · 99TRUST · 88SAFE · REVIEWEDDESIGN

An OBS plugin for removing background in portrait images (video), making it easy to replace the background when recording or streaming.

$ npx skills add royshil/obs-backgroundremoval
4.4K stars67 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 Multimodal media

CLI + Codex · 4 targets

c++computer-vision
by royshilDetailsQuick view
11

Remove AI Watermarks

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · REVIEWEDMARKETING

AI watermark remover. CLI and Python library to strip visible and invisible AI watermarks (Gemini / Nano Banana sparkle, SynthID) and provenance metadata (C2PA, EXIF, IP…

$ npx skills add wiltodelta/remove-ai-watermarks
4.3K stars67 quality86 trustReviewed with permission notes5d 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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Content automation

CLI + Codex · 4 targets

pythoncomputer-vision
by wiltodeltaDetailsQuick view
12

MaaFramework

VERIFIEDEXCELLENT · 99TRUST · 88SAFE · REVIEWEDCODING

基于图像识别的自动化黑盒测试框架 | An automation black-box testing framework based on image recognition

$ npx skills add MaaXYZ/MaaFramework
4.3K stars67 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 Coding agents

CLI + Codex · 4 targets

c++computer-vision
by MaaXYZDetailsQuick view
13

VLMEvalKit

VERIFIEDEXCELLENT · 99TRUST · 88SAFE · REVIEWEDRESEARCH

Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks

$ npx skills add open-compass/VLMEvalKit
4.2K stars67 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 Research agents

Claude Code + OpenAI Agents · 4 targets

pythoncomputer-vision
by open-compassDetailsQuick view
14

Torchgeo

VERIFIEDEXCELLENT · 99TRUST · 88SAFE · REVIEWEDCODING

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

$ npx skills add torchgeo/torchgeo
4.1K stars67 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

pythoncomputer-vision
by torchgeoDetailsQuick view
15

Scenic

VERIFIEDEXCELLENT · 98TRUST · 86SAFE · REVIEWEDRESEARCH

Scenic: A Jax Library for Computer Vision Research and Beyond

$ npx skills add google-research/scenic
3.8K stars67 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 Research agents

CLI + Codex · 4 targets

pythoncomputer-vision
by google-researchDetailsQuick view
16

Lightly

VERIFIEDEXCELLENT · 98TRUST · 86SAFE · REVIEWEDDESIGN

A python library for self-supervised learning on images.

$ npx skills add lightly-ai/lightly
3.8K stars67 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 Multimodal media

CLI + Codex · 4 targets

pythoncomputer-vision
by lightly-aiDetailsQuick 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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