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.

  • Portainer38K stars

    Making Docker and Kubernetes management easy.

    Trust 87Quality 100devops
  • Stable Diffusion2.7K stars

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

    Trust 88Quality 100education
  • Reaction12K stars

    Project has been discontinued ////// Mailchimp Open Commerce is an API-first, headless commerce platform buil…

    Trust 86Quality 98commerce-automation

Codex, Claude Code, Cursor

Coding agent skills

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

  • Hal 9000123 stars

    Opinionated macOS development environment automation

    Trust 81Quality 86coding-agents
  • Skillhub3.7K stars

    Self-hosted, open-source agent skill registry for enterprises. Publish & version skill packages, govern with…

    Trust 88Quality 100agent-skills
  • Optio981 stars

    Workflow orchestration for AI coding agents swarms, from task to merged PR.

    Trust 79Quality 78coding-agents

Documents and knowledge

Research and RAG skills

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

  • CloudPaste2.5K stars

    🌩️ Serverless 自托管的文件管理与文本分享工具/网盘，支持多存储聚合管理和WebDAV 服务挂载。兼容 S3、WebDAV、OneDrive、Google Drive、Telegram、HF、GitHub…

    Trust 78Quality 80document-processing
  • 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
  • OpenSwarm808 stars

    OpenSwarm — Autonomous AI dev team orchestrator powered by Claude Code CLI. Discord control, Linear integrati…

    Trust 76Quality 77rag-knowledge

Markets and quant

Finance and trading skills

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

  • Ib Gateway Docker1.1K stars

    Docker image with IB Gateway/TWS and IBC

    Trust 81Quality 93finance
  • 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.

  • Browsertrix Crawler1.1K stars

    Run a high-fidelity browser-based web archiving crawler in a single Docker container

    Trust 86Quality 96web-automation
  • WeChat Article Exporter12K stars

    微信公众号文章批量下载工具，支持导出阅读量与评论数据。无需搭建环境，支持在线使用、Docker 私有化部署和 Cloudflare 部署。支持多种格式导出，HTML 格式可100%还原文章排版与样式。

    Trust 85Quality 100chinese
  • Zendriver1.3K stars

    A blazing fast, async-first, undetectable webscraping/web automation framework based on ultrafunkamsterdam/no…

    Trust 83Quality 91web-automation

Slides and decks

PPT and presentation skills

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

  • Container.Training3.9K stars

    Slides and code samples for training, tutorials, and workshops about Docker, containers, and Kubernetes.

    Trust 80Quality 93devops

Prompts, B-roll, explainers

Video creation skills

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

  • 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.

  • Locally Uncensored686 stars

    Local AI desktop app — chat, agent mode, image gen, video gen. Supports Ollama, Gemma 4, Llama, Qwen, OpenAI,…

    Trust 76Quality 72media-automation
  • SwarmUI4.2K stars

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

    Trust 88Quality 99ml-automation
  • Kokoro FastAPI5.1K stars

    Dockerized FastAPI wrapper for Kokoro-82M text-to-speech model w/multiplatform CPU, AMD, NVIDIA GPU PyTorch s…

    Trust 87Quality 99media-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

255

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

255 quality249 maintained

Research

Research and knowledge work

71

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

71 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

12

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

12 quality12 maintained

Design

Design and creative production

49

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

49 quality49 maintained

Data

Data, BI, and analytics

36

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

36 quality35 maintained

Legal

Legal, policy, and compliance

13

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

13 quality13 maintained

Education

Education and tutoring

7

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

7 quality7 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 451 ranked candidates matching "docker-swarm"

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

1

Docker Practice

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · REVIEWEDCODING

最新Docker容器技术，从真实案例中学习最佳实践！| Learn and understand Docker&Container technologies, with real DevOps practice!

$ npx skills add yeasy/docker_practice
26.1K stars74 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: License is unclear
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Coding agents

CLI + Codex · 4 targets

gokubernetes
by yeasyDetailsQuick view
2

Elastdocker

VERIFIEDEXCELLENT · 85TRUST · 82SAFE · REVIEWEDCODING

🐳 Elastic Stack (ELK) v9+ on Docker with Compose. Pre-configured out of the box to enable Logging, Metrics, APM, Alerting, ML, and SIEM features. Up with a Single Comma…

$ npx skills add sherifabdlnaby/elastdocker
2.1K stars58 quality82 trustReviewed with permission notes7mo 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 RAG and knowledge

CLI + Codex · 4 targets

dockerfileobservability
by sherifabdlnabyDetailsQuick view
3

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
4

Portainer

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

Making Docker and Kubernetes management easy.

$ npx skills add portainer/portainer
37.7K stars75 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

typescriptkubernetes
by portainerDetailsQuick view
5

Apisix Docker

STRONG · 78TRUST · 76SAFE · REVIEWEDCODING

the docker for Apache APISIX

$ npx skills add apache/apisix-docker
866 stars54 quality76 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 GitHub automation

CLI + Codex · 4 targets

dockerfilekubernetes
by apacheDetailsQuick view
6

Docker

STRONG · 77TRUST · 78SAFE · REVIEWEDLEGAL

AnonAddy Docker image

$ npx skills add anonaddy/docker
707 stars54 quality78 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 Legal and compliance

CLI + Codex · 4 targets

dockerfileprivacy
by anonaddyDetailsQuick view
7

Docker Mailserver

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · REVIEWEDCODING

Production-ready fullstack but simple mail server (SMTP, IMAP, LDAP, Antispam, Antivirus, etc.) running inside a container.

$ npx skills add docker-mailserver/docker-mailserver
18.4K stars73 quality86 trustReviewed with permission notes2mo 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 Coding agents

CLI + Codex · 4 targets

shellkubernetes
by docker-mailserverDetailsQuick view
8

Docker Android

VERIFIEDEXCELLENT · 100TRUST · 84SAFE · REVIEWEDCODING

Android in docker solution with noVNC supported and video recording

$ npx skills add budtmo/docker-android
15.3K 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 Coding agents

CLI + Codex · 4 targets

pythonkubernetes
by budtmoDetailsQuick view
9

Sablier

VERIFIEDEXCELLENT · 97TRUST · 86SAFE · REVIEWEDCODING

Start your containers on demand, shut them down automatically when there's no activity. Docker, Docker Swarm Mode, Podman, Kubernetes and Proxmox LXC compatible.

$ npx skills add sablierapp/sablier
2.8K stars66 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 Coding agents

CLI + Codex · 4 targets

gokubernetes
by sablierappDetailsQuick view
10

Docker Selenium

VERIFIEDEXCELLENT · 97TRUST · 80SAFE · REVIEWEDCODING

Provides a simple way to run Selenium Grid with Chrome, Firefox, and Edge using Container Platform, making it easier to perform browser automation at scale

$ npx skills add SeleniumHQ/docker-selenium
8.6K stars69 quality80 trustReviewed with permission notesBrowser agents1mo 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 Testing and QA

Browser agents + CLI · 4 targets

shellkubernetes
by SeleniumHQDetailsQuick view
11

Docker Stacks

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · REVIEWEDDATA

Ready-to-run Docker images containing Jupyter applications

$ npx skills add jupyter/docker-stacks
8.4K stars69 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 Data analysis

CLI + Codex · 4 targets

pythonnotebook
by jupyterDetailsQuick view
12

Docker Ipsec Vpn Server

VERIFIEDEXCELLENT · 96TRUST · 81SAFE · REVIEWEDLEGAL

Docker image to run an IPsec VPN server, with IPsec/L2TP, Cisco IPsec and IKEv2. Auto-generates server config and supports VPN client setup on Linux, Windows, macOS, iOS…

$ npx skills add hwdsl2/docker-ipsec-vpn-server
7.1K stars69 quality81 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: License is unclear
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Legal and compliance

CLI + Codex · 4 targets

shellprivacy
by hwdsl2DetailsQuick view
13

Matrix Docker Ansible Deploy

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

🐳 Matrix (An open network for secure, decentralized communication) server setup using Ansible and Docker

$ npx skills add spantaleev/matrix-docker-ansible-deploy
6.4K stars68 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

jinjaautomation
by spantaleevDetailsQuick view
14

Dockerlabs

VERIFIEDEXCELLENT · 99TRUST · 85SAFE · REVIEWEDCODING

Docker - Beginners | Intermediate | Advanced

$ npx skills add collabnix/dockerlabs
8.0K stars66 quality85 trustReviewed4mo 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 Coding agents

CLI + Codex · 4 targets

phpkubernetes
by collabnixDetailsQuick view
15

Doco Cd

VERIFIEDEXCELLENT · 94TRUST · 84SAFE · REVIEWEDCODING

Docker Compose Continuous Deployment

$ npx skills add kimdre/doco-cd
1.5K 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: 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

godevops
by kimdreDetailsQuick view
16

Udemy Docker Mastery

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

Docker Mastery Udemy course to build, compose, deploy, and manage containers from local development to high-availability in the cloud

$ npx skills add BretFisher/udemy-docker-mastery
5.8K stars68 quality88 trustReviewed3mo 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

javascriptkubernetes
by BretFisherDetailsQuick 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.

Try the agent resolve API