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.

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.

  • Vuls12K stars

    Agent-less vulnerability scanner for Linux, FreeBSD, Container, WordPress, Programming language libraries, Ne…

    Trust 88Quality 100security
  • Podman32K stars

    Podman: A tool for managing OCI containers and pods.

    Trust 87Quality 100devops
  • Gvisor19K stars

    Application Kernel for Containers

    Trust 87Quality 100devops

Codex, Claude Code, Cursor

Coding agent skills

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

  • Netclode160 stars

    Self hosted cloud coding agent with k3s + kata containers + cloud hypervisor microVMs + tailscale + any harne…

    Trust 75Quality 65coding-agents
  • 43 tips for getting the most out of Claude Code, from basics to advanced - includes a custom status line scri…

    Trust 86Quality 100coding-agents
  • Safeclaw158 stars

    The easiest way to run multiple Claude Code sessions, each in its own container, with a dashboard to manage t…

    Trust 74Quality 70coding-agents

Documents and knowledge

Research and RAG skills

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

  • 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 89Quality 100devops
  • Linstor Server1.3K stars

    High Performance Software-Defined Block Storage for container, cloud and virtualisation. Fully integrated wit…

    Trust 88Quality 96devops

Markets and quant

Finance and trading skills

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

  • Ibkr Docker374 stars

    Run IBKR Gateway/TWS in a Docker container

    Trust 70Quality 72finance
  • Machinaris341 stars

    An easy-to-use WebUI for crypto plotting and farming. Offers Bladebit, Gigahorse, MadMax, Chiadog and Plotman…

    Trust 77Quality 74web3-analytics

Crawlers and extraction

Web scraping skills

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

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

    Trust 86Quality 96web-automation
  • Testcontainers is a Java library that supports JUnit tests, providing lightweight, throwaway instances of com…

    Trust 86Quality 100testing-qa
  • Selkies1.8K stars

    Open-Source Low-Latency Accelerated Linux WebRTC HTML5 Remote Desktop Streaming Platform for Self-Hosting, Co…

    Trust 86Quality 95devops

Slides and decks

PPT and presentation skills

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

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

    Trust 80Quality 93devops
  • Alert if an image used in Kubernetes cannot be pulled from container registry

    Trust 75Quality 72devops

Images, video, UI

Design and creative skills

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

  • Cog9.4K stars

    Containers for machine learning

    Trust 86Quality 100ml-automation
  • Machine Learning Containers for NVIDIA Jetson and JetPack-L4T

    Trust 81Quality 94ml-automation
  • Flannel9.5K stars

    flannel is a network fabric for containers, designed for Kubernetes

    Trust 85Quality 100devops

Analysis and pipelines

Data and analytics skills

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

  • Learn Devops1.6K stars

    I am using this repository to document my devops journey. I follow the process of learning everything by task…

    Trust 76Quality 67devops
  • Grype13K stars

    A vulnerability scanner for container images and filesystems

    Trust 88Quality 100development
  • Clair11K stars

    Vulnerability Static Analysis for Containers

    Trust 88Quality 100development

Supply tracks

Build the registry by domain, not just by count.

Coding

Coding and developer agents

273

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

273 quality262 maintained

Research

Research and knowledge work

64

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

64 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

15

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

15 quality15 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

49

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

49 quality49 maintained

Data

Data, BI, and analytics

31

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

31 quality31 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

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

Decision filters

Choose by scenario, quality, and trust signals.

Showing 1-16 of 451 ranked candidates matching "container"

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

1

Freeipa Container

STRONG · 77TRUST · 76SAFE · EXPERIMENTALCODING

FreeIPA server in containers — images at https://quay.io/repository/freeipa/freeipa-server?tab=tags

$ npx skills add freeipa/freeipa-container
700 stars54 quality76 trustExperimental1mo 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 gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Coding agents

CLI + Codex · 4 targets

shellkubernetes
by freeipaDetailsQuick view
2

Containerd

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

An open and reliable container runtime

$ npx skills add containerd/containerd
20.8K stars73 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 GitHub automation

CLI + Codex · 4 targets

gokubernetes
by containerdDetailsQuick view
3

Kata Containers

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

Kata Containers is an open source project and community working to build a standard implementation of lightweight Virtual Machines (VMs) that feel and perform like conta…

$ npx skills add kata-containers/kata-containers
8.2K 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

rustkubernetes
by kata-containersDetailsQuick view
4

Jetson Containers

VERIFIEDEXCELLENT · 94TRUST · 81SAFE · REVIEWEDDESIGN

Machine Learning Containers for NVIDIA Jetson and JetPack-L4T

$ npx skills add dusty-nv/jetson-containers
4.7K stars67 quality81 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 Multimodal media

CLI + Codex · 4 targets

jupyter-notebookmachine-learning
by dusty-nvDetailsQuick view
5

ContainerSSH

VERIFIEDEXCELLENT · 97TRUST · 84SAFE · REVIEWEDCODING

ContainerSSH: Launch containers on demand

$ npx skills add ContainerSSH/ContainerSSH
3.1K stars66 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

gokubernetes
by ContainerSSHDetailsQuick view
6

Containers Roadmap

VERIFIEDPROMISING · 67TRUST · 75SAFE · EXPERIMENTALCODING

This is the public roadmap for AWS container services (ECS, ECR, Fargate, and EKS).

$ npx skills add aws/containers-roadmap
5.3K stars53 quality75 trustExperimental1y 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: License is unclear
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Coding agents

CLI + Codex · 4 targets

shellkubernetes
by awsDetailsQuick view
7

Testcontainers Rs

VERIFIEDEXCELLENT · 93TRUST · 84SAFE · REVIEWEDCODING

A library for integration-testing against docker containers from within Rust.

$ npx skills add testcontainers/testcontainers-rs
1.1K stars63 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 Testing and QA

CLI + Codex · 4 targets

rusttesting
by testcontainersDetailsQuick view
8

Containers

STRONG · 77TRUST · 78SAFE · REVIEWEDCODING

Bioinformatics containers

$ npx skills add BioContainers/containers
793 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 GitHub automation

CLI + Codex · 4 targets

dockerfilebioinformatics
by BioContainersDetailsQuick view
9

Testcontainers Java

VERIFIEDEXCELLENT · 100TRUST · 86SAFE · REVIEWEDCODING

Testcontainers is a Java library that supports JUnit tests, providing lightweight, throwaway instances of common databases, Selenium web browsers, or anything else that…

$ npx skills add testcontainers/testcontainers-java
8.7K stars69 quality86 trustReviewedBrowser 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 Testing and QA

Browser agents + CLI · 4 targets

javatesting
by testcontainersDetailsQuick view
10

Container.Training

VERIFIEDEXCELLENT · 93TRUST · 80SAFE · REVIEWEDCODING

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

$ npx skills add jpetazzo/container.training
3.9K stars67 quality80 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 Coding agents

CLI + Codex · 4 targets

shellkubernetes
by jpetazzoDetailsQuick view
11

Container Freescout

STRONG · 73TRUST · 76SAFE · REVIEWEDCODING

Containerized web based help desk and shared inbox

$ npx skills add nfrastack/container-freescout
321 stars51 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 GitHub automation

CLI + Codex · 4 targets

dockerfilehelpdesk
by nfrastackDetailsQuick view
12

Fusionauth Containers

PROMISING · 67TRUST · 74SAFE · REVIEWEDCODING

Container definitions for docker, kubernetes, helm, and whatever containers come next!

$ npx skills add FusionAuth/fusionauth-containers
241 stars50 quality74 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

dockerfilekubernetes
by FusionAuthDetailsQuick view
13

Podman

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

Podman: A tool for managing OCI containers and pods.

$ npx skills add podman-container-tools/podman
32.0K stars75 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 GitHub automation

CLI + Codex · 4 targets

gokubernetes
by podman-container-toolsDetailsQuick view
14

Jib

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

🏗 Build container images for your Java applications.

$ npx skills add GoogleContainerTools/jib
14.4K 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

javakubernetes
by GoogleContainerToolsDetailsQuick view
15

Cni

VERIFIEDEXCELLENT · 85TRUST · 82SAFE · REVIEWEDCODING

Container Network Interface - networking for Linux containers

$ npx skills add containernetworking/cni
6.0K stars57 quality82 trustReviewed with permission notes8mo 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: Documentation summary is thin
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation

CLI + Codex · 4 targets

gokubernetes
by containernetworkingDetailsQuick view
16

Runwasi

VERIFIEDEXCELLENT · 97TRUST · 87SAFE · REVIEWEDCODING

Facilitates running Wasm / WASI workloads managed by containerd

$ npx skills add containerd/runwasi
1.3K stars64 quality87 trustReviewed9d 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

rustkubernetes
by containerdDetailsQuick 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.

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