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.

  • Reloader10K stars

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

    Trust 90Quality 100devops
  • Portainer38K stars

    Making Docker and Kubernetes management easy.

    Trust 87Quality 100devops
  • Cloudnative Pg9.0K stars

    CloudNativePG is a comprehensive platform designed to seamlessly manage PostgreSQL databases within Kubernete…

    Trust 89Quality 100devops

Codex, Claude Code, Cursor

Coding agent skills

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

  • Microservices Demo20K stars

    Sample cloud-first application with 10 microservices showcasing Kubernetes, Istio, and gRPC.

    Trust 90Quality 100devops
  • Vcluster11K stars

    vCluster - Create fully functional virtual Kubernetes clusters - Each vcluster runs inside a namespace of the…

    Trust 90Quality 100devops
  • Local Deep Research8.7K stars

    ~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google,…

    Trust 90Quality 100research

Documents and knowledge

Research and RAG skills

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

  • H2o 37.5K stars

    H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosti…

    Trust 89Quality 100ml-automation
  • Kubesphere17K stars

    The container platform tailored for Kubernetes multi-cloud, datacenter, and edge management ⎈ 🖥 ☁️

    Trust 85Quality 100utility
  • Openebs9.8K stars

    A popular & widely deployed Open Source Container Native Storage platform for Stateful Persistent Application…

    Trust 88Quality 100devops

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
  • Machine Learning For Trading19K stars

    Code for Machine Learning for Algorithmic Trading, 2nd edition.

    Trust 85Quality 100finance
  • FinRL15K stars

    FinRL®: Financial Reinforcement Learning. 🔥

    Trust 88Quality 100finance

Images, video, UI

Design and creative skills

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

  • Techniques10K stars

    Techniques for deep learning with satellite & aerial imagery

    Trust 88Quality 100ml-automation
  • Doccano11K stars

    Open source annotation tool for machine learning practitioners.

    Trust 87Quality 100ml-automation
  • Stable Baselines313K stars

    PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

    Trust 90Quality 100ml-automation

Analysis and pipelines

Data and analytics skills

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

  • Imbalanced Learn7.1K stars

    A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

    Trust 89Quality 100data-analysis
  • Scikit Learn66K stars

    scikit-learn: machine learning in Python

    Trust 88Quality 100data-analysis
  • Best Of Ml Python24K stars

    🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

    Trust 88Quality 100data-analysis

Learning workflows

Education and teaching skills

Teaching, tutoring, course creation, lesson planning, learning support, and explanation skills.

  • Oppia6.7K stars

    A free, online learning platform to make quality education accessible for all.

    Trust 87Quality 100education
  • Learn Vim15K stars

    Learning Vim and Vimscript doesn't have to be hard. This is the guide that you're looking for 📖

    Trust 85Quality 98education
  • ML For Beginners87K stars

    12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

    Trust 88Quality 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

229

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

229 quality228 maintained

Research

Research and knowledge work

66

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

66 quality66 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

16

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

16 quality16 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

78

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

78 quality77 maintained

Data

Data, BI, and analytics

32

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

32 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

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 439 ranked candidates matching "kubernetes-learning"

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

1

Kubernetes Learning Path

VERIFIEDEXCELLENT · 96TRUST · 84SAFE · REVIEWEDCODING

A roadmap to learn Kubernetes from scratch (Beginner to Advanced level)

$ npx skills add techiescamp/kubernetes-learning-path
7.6K stars69 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 GitHub automation

CLI + Codex · 4 targets

kubernetes
by techiescampDetailsQuick view
2

Machine Learning Zoomcamp

VERIFIEDEXCELLENT · 100TRUST · 84SAFE · REVIEWEDDESIGN

Learn ML engineering for free in 4 months! Register here 👇🏼

$ npx skills add DataTalksClub/machine-learning-zoomcamp
13.3K 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 Multimodal media

CLI + Codex · 4 targets

jupyter-notebookmachine-learning
by DataTalksClubDetailsQuick view
3

Kubernetes

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

Production-Grade Container Scheduling and Management

$ npx skills add kubernetes/kubernetes
123.0K stars78 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 GitHub automation

CLI + Codex · 4 targets

gokubernetes
by kubernetesDetailsQuick view
4

Annotated Deep Learning Paper Implementations

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDDESIGN

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (ad…

$ npx skills add labmlai/annotated_deep_learning_paper_implementations
66.9K stars70 quality87 trustReviewed6mo 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

pythonmachine-learning
by labmlaiDetailsQuick view
5

Machinelearning

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · REVIEWEDDESIGN

ML.NET is an open source and cross-platform machine learning framework for .NET.

$ npx skills add dotnet/machinelearning
9.3K stars69 quality89 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 dotnetDetailsQuick view
6

Learning

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDDESIGN

A log of things I'm learning

$ npx skills add amitness/learning
6.9K stars69 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 Multimodal media

CLI + Codex · 4 targets

machine-learning
by amitnessDetailsQuick view
7

Machine Learning For Trading

VERIFIEDEXCELLENT · 100TRUST · 85SAFE · REVIEWEDFINANCE

Code for Machine Learning for Algorithmic Trading, 2nd edition.

$ npx skills add stefan-jansen/machine-learning-for-trading
19.3K stars73 quality85 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 Finance and quant

CLI + Codex · 4 targets

jupyter-notebookfinance
by stefan-jansenDetailsQuick view
8

Machine Learning Interviews

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

$ npx skills add alirezadir/Machine-Learning-Interviews
8.5K stars69 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

jupyter-notebookai-agents
by alirezadirDetailsQuick view
9

Kubeflow

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDDESIGN

Machine Learning Toolkit for Kubernetes

$ npx skills add kubeflow/kubeflow
15.7K stars73 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

machine-learning
by kubeflowDetailsQuick view
10

Minikube

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

Run Kubernetes locally

$ npx skills add kubernetes/minikube
31.9K stars75 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 GitHub automation

CLI + Codex · 4 targets

gokubernetes
by kubernetesDetailsQuick view
11

Kubespray

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

Deploy a Production Ready Kubernetes Cluster

$ npx skills add kubernetes-sigs/kubespray
18.6K stars73 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

jinjakubernetes
by kubernetes-sigsDetailsQuick view
12

Kops

VERIFIEDEXCELLENT · 100TRUST · 91SAFE · REVIEWEDCODING

Kubernetes Operations (kOps) - Production Grade k8s Installation, Upgrades and Management

$ npx skills add kubernetes/kops
16.6K stars73 quality91 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 GitHub automation

CLI + Codex · 4 targets

gokubernetes
by kubernetesDetailsQuick view
13

Kind

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

Kubernetes IN Docker - local clusters for testing Kubernetes

$ npx skills add kubernetes-sigs/kind
15.3K stars72 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

gokubernetes
by kubernetes-sigsDetailsQuick view
14

Community

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

Kubernetes community content

$ npx skills add kubernetes/community
12.9K stars72 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 GitHub automation

CLI + Codex · 4 targets

jupyter-notebookkubernetes
by kubernetesDetailsQuick view
15

Kompose

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

Convert Compose to Kubernetes

$ npx skills add kubernetes/kompose
10.5K stars71 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 GitHub automation

CLI + Codex · 4 targets

gokubernetes
by kubernetesDetailsQuick view
16

Techniques

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDDESIGN

Techniques for deep learning with satellite & aerial imagery

$ npx skills add satellite-image-deep-learning/techniques
10.2K stars71 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

machine-learning
by satellite-image-deep-learningDetailsQuick 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.

Try the agent resolve API