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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.

  • K8s Tutorials5.8K stars

    k8s tutorials | k8s 教程

    Trust 83Quality 85devops
  • Smallab K8s Pve Guide1.2K stars

    Complete guide explaining how to build and run a virtualized small Kubernetes cluster with one Proxmox VE sta…

    Trust 79Quality 81devops
  • Kubernetes Skill239 stars

    Kubernetes Skill for Claude Code and Codex. LLMs hallucinate a lot with K8s - KubeShark fixes this. It elimin…

    Trust 78Quality 72devops

Codex, Claude Code, Cursor

Coding agent skills

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

  • Chat Js1.2K stars

    Production-ready AI chat. Start here and make it your own. Formerly Sparka AI

    Trust 82Quality 85support-automation
  • Codex App Mirror2.0K stars

    原样镜像官方 Codex 桌面应用:每 15 分钟探测、SHA256 可校验、国内直连下载、 Mac 可增量更新 | Verbatim, verifiable mirror of the official Codex…

    Trust 81Quality 84github-automation
  • Vcluster11K stars

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

    Trust 90Quality 100devops

Documents and knowledge

Research and RAG skills

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

  • Haipproxy5.5K stars

    :sparkling_heart: High available distributed ip proxy pool, powerd by Scrapy and Redis

    Trust 81Quality 72web-automation
  • Cobrix167 stars

    A COBOL parser and Mainframe/EBCDIC data source for Apache Spark

    Trust 77Quality 70data-analysis
  • K8ssandra Operator232 stars

    The Kubernetes operator for K8ssandra

    Trust 75Quality 72devops

Crawlers and extraction

Web scraping skills

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

  • K8sgames1.1K stars

    Learn Kubernetes by playing. Deploy pods, fix CrashLoopBackOff, type real kubectl commands: 3D browser game,…

    Trust 85Quality 90education

Prompts, B-roll, explainers

Video creation skills

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

  • SparkVSR677 stars

    SparkVSR: Interactive Video Super-Resolution via Sparse Keyframe Propagation

    Trust 79Quality 77media-automation

Images, video, UI

Design and creative skills

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

  • TransmogrifAI2.3K stars

    TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly type…

    Trust 88Quality 96ml-automation
  • Petastorm1.9K stars

    Petastorm library enables single machine or distributed training and evaluation of deep learning models from…

    Trust 84Quality 90ml-automation
  • Data Science Ipython Notebooks29K stars

    Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big da…

    Trust 78Quality 75ml-automation

Analysis and pipelines

Data and analytics skills

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

  • SQL Data Analysis And Visualization Projects1.7K stars

    SQL data analysis & visualization projects using MySQL, PostgreSQL, SQLite, Tableau, Apache Spark and pySpark.

    Trust 78Quality 67data-analysis
  • Spark Excel521 stars

    A Spark plugin for reading and writing Excel files

    Trust 79Quality 72data-analysis
  • Spark466 stars

    Drop-in replacement for Apache Spark UI

    Trust 77Quality 75data-analysis

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

256

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

254 quality240 maintained

Research

Research and knowledge work

65

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

65 quality64 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

13

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

13 quality13 maintained

Marketing

Marketing and growth automation

13

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

13 quality12 maintained

Design

Design and creative production

54

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

54 quality50 maintained

Data

Data, BI, and analytics

44

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

44 quality41 maintained

Legal

Legal, policy, and compliance

11

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

11 quality11 maintained

Education

Education and tutoring

6

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

6 quality6 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 449 ranked candidates matching "k8s-spark"

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

1

Docker Spark

VERIFIEDEXCELLENT · 87TRUST · 77SAFE · EXPERIMENTALCODING

Apache Spark docker image

$ npx skills add big-data-europe/docker-spark
2.1K stars62 quality77 trustExperimental3mo 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 gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation

CLI + Codex · 4 targets

shellkubernetes
by big-data-europeDetailsQuick view
2

Spark

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDDATA

Apache Spark - A unified analytics engine for large-scale data processing

$ npx skills add apache/spark
43.5K stars76 quality87 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 Database and SQL

CLI + Codex · 4 targets

scalasql
by apacheDetailsQuick view
3

Microk8s

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · REVIEWEDCODING

MicroK8s is a small, fast, single-package Kubernetes for datacenters and the edge.

$ npx skills add canonical/microk8s
9.3K stars69 quality89 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 GitHub automation

CLI + Codex · 4 targets

pythonkubernetes
by canonicalDetailsQuick view
4

K8s For Docker Desktop

VERIFIEDEXCELLENT · 94TRUST · 80SAFE · REVIEWEDCODING

为Docker Desktop for Mac/Windows开启Kubernetes和Istio。

$ npx skills add denverdino/k8s-for-docker-desktop
5.1K stars68 quality80 trustReviewed with permission notes3mo 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

powershellkubernetes
by denverdinoDetailsQuick view
5

Spark Operator

VERIFIEDEXCELLENT · 97TRUST · 88SAFE · REVIEWEDCODING

Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.

$ npx skills add kubeflow/spark-operator
3.1K stars66 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

pythonkubernetes
by kubeflowDetailsQuick view
6

K8s Tutorials

VERIFIEDEXCELLENT · 85TRUST · 83SAFE · REVIEWEDCODING

k8s tutorials | k8s 教程

$ npx skills add guangzhengli/k8s-tutorials
5.8K stars57 quality83 trustReviewed9mo 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

gokubernetes
by guangzhengliDetailsQuick view
7

TensorFlowOnSpark

VERIFIEDSTRONG · 70TRUST · 78SAFE · REVIEWEDDESIGN

TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.

$ npx skills add yahoo/TensorFlowOnSpark
3.9K stars52 quality78 trustReviewed with permission notes3y since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by yahooDetailsQuick view
8

K8sgames

VERIFIEDEXCELLENT · 90TRUST · 85SAFE · REVIEWEDEDUCATION

Learn Kubernetes by playing. Deploy pods, fix CrashLoopBackOff, type real kubectl commands: 3D browser game, no install needed.

$ npx skills add rohitg00/k8sgames
1.1K stars60 quality85 trustReviewedBrowser agents3mo 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 Education and tutoring

Browser agents + CLI · 4 targets

javascripteducation
by rohitg00DetailsQuick view
9

Spark Notebook

VERIFIEDPROMISING · 69TRUST · 78SAFE · REVIEWEDCODING

Interactive and Reactive Data Science using Scala and Spark.

$ npx skills add spark-notebook/spark-notebook
3.1K stars51 quality78 trustReviewed with permission notes3y since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation

CLI + Codex · 4 targets

javascriptnotebook
by spark-notebookDetailsQuick view
10

K8spacket

VERIFIEDEXCELLENT · 90TRUST · 87SAFE · REVIEWEDCODING

k8spacket - collects TCP traffic and TLS connection metadata in the Kubernetes cluster using eBPF and visualizes in Grafana

$ npx skills add k8spacket/k8spacket
1.1K stars60 quality87 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

goobservability
by k8spacketDetailsQuick view
11

K8s Tutorial Cn

VERIFIEDSTRONG · 74TRUST · 81SAFE · REVIEWEDCODING

The most(might be) detailed Kubernetes tutorials in Chinese. 全网（可能）最详细的Kubernetes中文教程。

$ npx skills add chaseSpace/k8s-tutorial-cn
1.6K stars53 quality81 trustReviewed with permission notes8mo 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: License is unclear
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation

CLI + Codex · 4 targets

makefilekubernetes
by chaseSpaceDetailsQuick view
12

Spark Ml Source Analysis

VERIFIEDPROMISING · 67TRUST · 78SAFE · REVIEWEDDESIGN

spark ml 算法原理剖析以及具体的源码实现分析

$ npx skills add endymecy/spark-ml-source-analysis
2.0K stars50 quality78 trustReviewed with permission notes7y since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Multimodal media

CLI + Codex · 4 targets

machine-learning
by endymecyDetailsQuick view
13

K8s Gitops

STRONG · 77TRUST · 79SAFE · REVIEWEDCODING

GitOps principles to define kubernetes cluster state via code

$ npx skills add billimek/k8s-gitops
771 stars54 quality79 trustReviewed1mo 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 GitHub automation

CLI + Codex · 4 targets

yamlkubernetes
by billimekDetailsQuick view
14

Spark Excel

STRONG · 72TRUST · 79SAFE · REVIEWEDDATA

A Spark plugin for reading and writing Excel files

$ npx skills add nightscape/spark-excel
521 stars50 quality79 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

scalaetl
by nightscapeDetailsQuick view
15

Efficient Data Processing Spark

PROMISING · 69TRUST · 73SAFE · REVIEWEDDATA

Code for "Efficient Data Processing in Spark" Course

$ npx skills add josephmachado/efficient_data_processing_spark
385 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 Data analysis

CLI + Codex · 4 targets

pythondata-pipeline
by josephmachadoDetailsQuick view
16

K8s Homelab

PROMISING · 68TRUST · 72SAFE · REVIEWEDCODING

My home operations repository using k8s/gitops

$ npx skills add szinn/k8s-homelab
301 stars51 quality72 trustReviewed with permission notes1mo 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

yamlterraform
by szinnDetailsQuick 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