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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
  • Dokploy36K stars

    Open Source Alternative to Vercel, Netlify and Heroku.

    Trust 85Quality 100devops
  • Codex Skill Awesome Design Md13 stars

    Codex Skill: 73 brand-inspired DESIGN.md templates for AI coding assistants | 为 AI 编码助手注入品牌级设计直觉

    Trust 74Quality 61design-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
  • 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
  • JustHireMe2.1K stars

    Local-first AI job intelligence workbench for scraping roles, ranking fit, and generating tailored applicatio…

    Trust 88Quality 96rag-knowledge
  • Llm Wiki Newsroom57 stars

    Self-evolving multi-agent "newsroom" that turns your documents into a cross-linked knowledge wiki — writer ≠…

    Trust 75Quality 70research

Markets and quant

Finance and trading skills

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

  • Trading Interview Questions968 stars

    Guide on how to prepare for quant trading roles out of college

    Trust 72Quality 62finance
  • Management Consulting Plugin43 stars

    Management consulting skills for Claude Code, Cowork, Codex, and other agents. Strategy, operations, and tran…

    Trust 74Quality 69utility

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
  • Webapp Testing166K stars

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

    Trust 87Quality 100browser-automation
  • Pradaslides11 stars

    Capability-aware, audience-ready presentation agent skill for PPTX, HTML slides, PDF, and deck planning.

    Trust 74Quality 62presentation

Slides and decks

PPT and presentation skills

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

  • Competition Ppt Template First Skill12 stars

    Template-first Agent Skill for premium competition and defense PPTs with real evidence and editable PPTX laye…

    Trust 74Quality 62presentation
  • 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

Prompts, B-roll, explainers

Video creation skills

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

Images, video, UI

Design and creative skills

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

  • Open Dungeon191 stars

    Open Dungeon — the first easy-to-use, fully local AI roleplay app. Story and inline scene images generated 10…

    Trust 77Quality 71media-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

243

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

222 quality209 maintained

Research

Research and knowledge work

67

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

66 quality66 maintained

Presentation

Presentation and deck workflows

3

PPTX generation, HTML slides, pitch decks, speaker notes, and presentation workflow skills.

3 quality3 maintained

Finance

Finance and quant workflows

15

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

15 quality14 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

50

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

49 quality49 maintained

Data

Data, BI, and analytics

34

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

33 quality32 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

5

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 422 ranked candidates matching "ansible-role"

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

1

Ansible Role K3s

STRONG · 77TRUST · 80SAFE · REVIEWEDCODING

Ansible role for installing k3s as either a standalone server or HA cluster.

$ npx skills add PyratLabs/ansible-role-k3s
713 stars54 quality80 trustReviewed3mo 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

jinjakubernetes
by PyratLabsDetailsQuick view
2

Ansible Role Postgresql

STRONG · 76TRUST · 78SAFE · REVIEWEDDATA

Ansible Role - PostgreSQL

$ npx skills add geerlingguy/ansible-role-postgresql
653 stars53 quality78 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 Database and SQL

CLI + Codex · 4 targets

jinjasql
by geerlingguyDetailsQuick view
3

Ansible Role Kubernetes

PROMISING · 61TRUST · 75SAFE · REVIEWEDCODING

Ansible Role - Kubernetes

$ npx skills add geerlingguy/ansible-role-kubernetes
627 stars42 quality75 trustReviewed with permission notes8mo 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

jinjakubernetes
by geerlingguyDetailsQuick view
4

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
5

Ansible Vault

STRONG · 71TRUST · 78SAFE · REVIEWEDCODING

Ansible role to install HashiCorp Vault

$ npx skills add ansible-community/ansible-vault
405 stars49 quality78 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

jinjadevops
by ansible-communityDetailsQuick view
6

Grafana Ansible Collection

STRONG · 72TRUST · 78SAFE · REVIEWEDCODING

grafana.grafana Ansible collection provides modules and roles for managing various resources on Grafana Cloud and roles to manage and deploy Grafana Agent and Grafana

$ npx skills add grafana/grafana-ansible-collection
236 stars50 quality78 trustReviewed with permission notes1mo 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

pythonobservability
by grafanaDetailsQuick view
7

Ansible St2

NEEDS REVIEW · 40TRUST · 69SAFE · BLOCKEDCODING

Ansible Roles and Playbooks to deploy StackStorm

$ npx skills add StackStorm/ansible-st2
101 stars33 quality69 trustBlocked for auto-install2y 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 Browser automation

CLI + Codex · 4 targets

jinjadevops
by StackStormDetailsQuick view
8

Ansible Interactive Tutorial

VERIFIEDPROMISING · 61TRUST · 70SAFE · EXPERIMENTALCODING

Interactive Ansible tutorials with dead simple setup via Docker

$ npx skills add turkenh/ansible-interactive-tutorial
1.5K stars49 quality70 trustExperimental5y since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.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

shelldevops
by turkenhDetailsQuick view
9

Docker Ansible

STRONG · 78TRUST · 79SAFE · REVIEWEDCODING

Ansible inside Docker containers: Alpine, Ubuntu, Rocky Linux & Debian with Ansible 2.21, 2.20, 2.19, 2.18 & more (older still supported)

$ npx skills add willhallonline/docker-ansible
471 stars52 quality79 trustReviewed11d 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 Workflow automation

CLI + Codex · 4 targets

dockerfiledevops
by willhallonlineDetailsQuick view
10

Wazuh Ansible

STRONG · 72TRUST · 71SAFE · EXPERIMENTALCODING

Wazuh - Ansible playbook

$ npx skills add wazuh/wazuh-ansible
416 stars52 quality71 trustExperimental10d since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.
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

shellincident-response
by wazuhDetailsQuick view
11

Ansible Ui

STRONG · 72TRUST · 77SAFE · REVIEWEDCODING

轻量级，简单易用的Ansible Web管理面板，提供批量主机管理、运行剧本任务、命令执行、文件传输和Web终端等功能。

$ npx skills add sky22333/ansible-ui
520 stars50 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 GitHub automation

CLI + Codex · 4 targets

typescriptdevops
by sky22333DetailsQuick view
12

Dellemc Openmanage Ansible Modules

STRONG · 74TRUST · 77SAFE · REVIEWEDCODING

Dell OpenManage Ansible Modules

$ npx skills add dell/dellemc-openmanage-ansible-modules
386 stars52 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

pythondevops
by dellDetailsQuick view
13

Ansible Best Practises

NEEDS REVIEW · 50TRUST · 68SAFE · EXPERIMENTALCODING

A project structure that outlines some best practises of how to use ansible

$ npx skills add enginyoyen/ansible-best-practises
867 stars39 quality68 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

shellautomation
by enginyoyenDetailsQuick view
14

Ansible For Devops Manuscript

NEEDS REVIEW · 43TRUST · 66SAFE · EXPERIMENTALCODING

Ansible for DevOps Manuscript

$ npx skills add geerlingguy/ansible-for-devops-manuscript
591 stars38 quality66 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

shelldevops
by geerlingguyDetailsQuick view
15

Ansible Playbooks

NEEDS REVIEW · 48TRUST · 71SAFE · EXPERIMENTALCODING

Playbooks for automating server procedures based on our Community guides

$ npx skills add do-community/ansible-playbooks
570 stars38 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

automation
by do-communityDetailsQuick view
16

Ansible Creator

STRONG · 70TRUST · 76SAFE · REVIEWEDCODING

The fastest way to generate all your ansible content!

$ npx skills add ansible/ansible-creator
147 stars49 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 Coding agents

CLI + Codex · 4 targets

pythondeveloper-tools
by ansibleDetailsQuick 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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