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Shelves Ship & operate

Containers & cloud

8,532 rows from 735 repositories

Where the thing runs.

What Containers & cloud skills agree on

827 skill files read, by 607 of the 705 authors on this shelf whose files we hold, 2026-09-06

The middle one of the 136 measured here is ~1.7k tokens long, counted with cl100k_base

Counted by distinct author, so one author publishing three of these counts once. Where a claim sits in fewer files than authors, that is said: a claim held by forty authors across three files is one file people copied, not forty people who agreed. Near-identical wordings are grouped and the other wordings are shown, so the grouping is yours to check.

What they tell the agent to do

  1. Run as non-root user34 of 607 in 27 filesalso worded as Run containers as a non-root user; Run containers as a non root user
  2. Use multi-stage builds29 of 607also worded as Use multi-stage builds always; Use multi-stage builds for Dockerfiles
  3. Set resource requests and limits24 of 607 in 20 filesalso worded as Always set resource requests and limits; Set resource requests and limits on all containers
  4. Configure liveness and readiness probes18 of 607 in 14 filesalso worded as Include liveness and readiness probes; Configure startup, liveness, and readiness probes
  5. Use named volumes for persistent data14 of 607 in 9 filesalso worded as Use named volumes for database persistence; use volumes to persist data
  6. Pin base image versions14 of 607also worded as Pin base image to specific version; Pin base image tags.
  7. Set up environment variables14 of 607 in 10 filesalso worded as Use environment variables for configuration; Set the environment variable before running commands
  8. Pin provider versions14 of 607also worded as Pin provider and module versions; Check version pinning for providers
  9. Apply least privilege RBAC permissions10 of 607 in 7 filesalso worded as Use least privilege RBAC; Restrict RBAC roles to the principle of least privilege
  10. Create a dockerignore file10 of 607also worded as Use .dockerignore; Add a .dockerignore file
  11. Use remote state with locking9 of 607also worded as Use remote state; Enable remote state with locking
  12. Pin base images by digest9 of 607 in 8 filesalso worded as Pin base images by immutable digest; Pin base image digests
  13. Use React.cache() for request deduplication9 of 607 in 6 filesalso worded as Use React cache for request deduplication; Use React.cache() for per-request deduplication
  14. Generate a multi-stage Dockerfile9 of 607also worded as Use multi-stage builds for production dockerfiles.; Use multi-stage Dockerfiles for production
  15. Extract expensive work into memoized components8 of 607 in 5 files

What they tell it not to do

  1. Never use the latest tag46 of 607 in 42 filesalso worded as Never use the latest image tag; Use latest tag for production images
  2. Never run as root20 of 607 in 17 filesalso worded as Never run as root in production; do not run as root
  3. Never hardcode secrets18 of 607 in 17 filesalso worded as Never hardcode secrets in the image; Use hardcoded secrets
  4. Never store secrets in workflow files14 of 607 in 9 filesalso worded as Store secrets in ConfigMaps or as plain environment variables; Store secrets in code or CI/CD variables
  5. Never commit secrets to git13 of 607 in 12 filesalso worded as Never commit secrets; Never commit secrets to source control
  6. Never run containers as root13 of 607 in 11 filesalso worded as Never run containers as root; Do not run containers as root
  7. Never put secrets in image layers12 of 607 in 8 filesalso worded as Never put secrets in the image; Never put secrets in files.
  8. Never deploy without resource limits12 of 607 in 10 filesalso worded as Deploy to production without explicit approval; Never deploy without resource limits
  9. Never commit dot env files to git11 of 607 in 7 filesalso worded as Never commit .env files; Do not commit .env files to git
  10. Never store data in containers without volumes10 of 607 in 5 filesalso worded as Do not store data in containers without volumes; Do not store data without volumes

What they expect to be installed

  1. docker160 of 607
  2. terraform103 of 607
  3. kubectl93 of 607
  4. aws75 of 607
  5. curl73 of 607
  6. helm61 of 607
  7. npm53 of 607 in 46 files
  8. git49 of 607
  9. jq42 of 607
  10. az39 of 607

What they ask it to produce

  1. Dockerfile61 of 607 in 60 filesalso worded as Dockerfile.template; docker/<app>/Dockerfile
  2. docker-compose.yml34 of 607also worded as docker-compose.yaml; docker-compose.prod.yml
  3. .dockerignore27 of 607 in 24 filesalso worded as docker ignore; dockerignore
  4. Deployment21 of 607 in 18 filesalso worded as deployment configuration; deployment report
  5. Kubernetes manifests19 of 607 in 18 filesalso worded as Kubernetes Deployment Manifest; Kubernetes manifest
  6. Terraform configurations19 of 607 in 15 filesalso worded as Terraform configuration; Terraform modules
  7. Helm chart16 of 607 in 13 filesalso worded as Helm charts
  8. tfplan14 of 607 in 11 filesalso worded as plan.tfplan; tfplan.json

When Containers & cloud authors say to reach for one

The situations these authors wrote into their own files, counted out of the same 607 authors, with the skills that name each one

How Containers & cloud skills are built

6,851 skill directories by 649 authors, read from their repositories’ own file trees 2026-08-05

The middle bundle among those shipping files is 3 files, 24.9 KB beside SKILL.md

Counted by distinct author, same as above, so one author publishing forty template copies counts once. SKILL.md itself is not counted as a file, so a single-file skill is one where that file is the whole skill.

The shape

  1. SKILL.md is the whole skill210 of 649 authors, 3,563 of 6,851 skills
  2. files ship beside it439 of 649 authors, 3,288 of 6,851 skills
  3. executable scripts ship inside195 of 649 authors, 1,004 of 6,851 skills

The folders they converge on

  1. references/275 of 649 authors, 2,153 of 6,851 skills
  2. scripts/159 of 649 authors, 831 of 6,851 skills
  3. assets/85 of 649 authors, 382 of 6,851 skills
  4. rules/61 of 649 authors, 129 of 6,851 skills
  5. evals/41 of 649 authors, 112 of 6,851 skills
  6. agents/39 of 649 authors, 87 of 6,851 skills

  • Azure MCP Server

    microsoft/mcp/com.microsoft/azure MCP server

    3,553★ repo

    All Azure MCP tools to create a seamless connection between AI agents and Azure services.

  • Azure ai agents persistent dotnet

    microsoft/skills/.github/plugins/azure-sdk-dotnet/skills/azure-ai-agents-persistent-dotnet Skill

    2,884★ repo

    Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents

  • Thesvg

    glincker/thesvg/skills/thesvg Skill

    2,560★ repo

    6,400+ brand SVG icons for developers. Tree-shakeable, typed, open source. npm i thesvg

  • Arcgis to portaljs

    datopian/portaljs/skills/arcgis-to-portaljs Skill

    2,341★ repo

    🌀 AI-native framework for building data portals. Scaffold a full portal from a brief and load datasets in minutes with agentic skills — any backend (CKAN, GitHub, Frictionless).

  • Terraform skill

    antonbabenko/terraform-skill/skills/terraform-skill Skill

    no license2,265★ repo

    Terraform & OpenTofu Skill for AI Agents - testing, modules, CI/CD, and production patterns

  • Kubernetes mcp server

    containers/kubernetes-mcp-server/io.github.containers/kubernetes-mcp-server MCP server

    1,968★ repo

    A Model Context Protocol (MCP) server for Kubernetes and OpenShift

  • Azure DevOps (ADO)

    microsoft/azure-devops-mcp/io.github.PremierInc/azure-devops MCP server

    1,949★ repo

    The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

  • Terraform

    hashicorp/terraform-mcp-server/io.github.hashicorp/terraform-mcp-server MCP server

    1,501★ repo

    Generate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise

  • Cloudflare api

    jezweb/claude-skills/plugins/cloudflare/skills/cloudflare-api Skill

    966★ repo

    Skills for Claude Code CLI such as full stack dev Cloudflare, React, Tailwind v4, and AI integrations.

  • Azure active directory b2c

    MicrosoftDocs/Agent-Skills/skills/azure-active-directory-b2c Skill

    707★ repo

    Curated Agent Skills for Microsoft & Azure – giving AI coding assistants structured, real-time expertise from Microsoft Learn docs.

  • Drawio aws

    sparklabx/drawio-ai-kit/skills/drawio-aws Skill

    626★ repo

    Teach your AI to draw correct, beautiful draw.io diagrams — declarative layout engine, ground-truth stencils, structural validator, vision self-check. AWS · Azure · GCP · Databricks · BPMN. Zero dependencies.

  • Aws wechat article assets

    aiworkskills/wechat-article-skills/skills/aws-wechat-article-assets Skill

    493★ repo

    微信公众号 AI 运营助手 | 选题、写稿、审稿、排版、配图、发布全流程 Skill，支持 OpenClaw / Claude Code / Cursor / Codex

  • Apple container

    sanjay3290/ai-skills/skills/apple-container Skill

    397★ repo

    24 cross-platform agent skills for Claude Code, Cursor, Codex & Gemini CLI — databases, messaging, research, TTS, DevOps, and Google Workspace

  • Kubernetes skill

    LukasNiessen/kubernetes-skill Skill

    366★

    Kubernetes Skill for Claude Code and Codex. LLMs hallucinate a lot with K8s - KubeShark fixes this. It eliminates hallucinations and grounds your Kubernetes, Helm etc official best practices.

  • Aws agentic ai

    zxkane/aws-skills/plugins/aws-agentic-ai/skills/aws-agentic-ai Skill

    347★ repo

    Claude Code plugins and agent skills for AWS development — IaC(CDK/SST), serverless, cost ops, and Bedrock AgentCore

  • Docker ros2 development

    arpitg1304/robotics-agent-skills/skills/docker-ros2-development Skill

    334★ repo

    Agent skills that make AI coding assistants write production-grade robotics software. ROS1, ROS2, design patterns, SOLID principles, and testing — for Claude Code, Cursor, Copilot, and any SKILL.md-compatible agent.

  • Container

    aerovato/container/skills/container Skill

    332★ repo

    Safely run OpenCode, Codex, Claude Code with full permissions.

  • Cybrix deploy

    cybrixcc/cybrix-skills/plugins/cybrix-deploy/skills/cybrix-deploy Skill

    79★ repo

    Claude Code skills for Cybrix — install via "claude plugin marketplace add cybrixcc/cybrix-skills". Open-source skills paired with the Cybrix hosted backend.

  • Craft cloud

    michtio/craftcms-claude-skills/skills/craft-cloud Skill

    70★ repo

    Production-ready Claude Code skills, agents, and project templates for Craft CMS 5 development

  • Cloud native readiness

    labring/sealos-skills/skills/cloud-native-readiness Skill

    no license70★ repo

    AI agent skills for Sealos — deploy any project, provision databases, object storage & more with one command. Works with Claude Code, Gemini CLI, Codex.

  • Remote gpu trainer

    Hanyuyuan6/remote-gpu-trainer Skill

    62★

    An Agent Skill for the DL experiment lifecycle: RUN (a GPU you own or rent) → VERIFY the number is real → DELIVER reproducible, single-source figures and tables.

  • Cloud finops

    OptimNow/cloud-finops-skills/skills/cloud-finops Skill

    no license45★ repo

    Open-source, FinOps Foundation aligned FinOps knowledge skill and mcp for AI coding assistants. 28 reference files spanning cloud cost (AWS/Azure/GCP/OCI), AI inference economics, Kubernetes, data platforms, allocation, chargeback, anomaly management, waste detection, GreenOps. Installs into 11 AI tools. Refreshed monthly. Built by OptimNow

  • Containerization Assist

    Azure/containerization-assist/io.github.Azure/containerization-assist MCP server

    41★ repo

    TypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support

  • Platform skills

    nitinjain999/platform-skills Skill

    36★

    A platform engineering handbook covering Kubernetes, OpenShift, Argo CD, Flux CD, AWS, Azure, Terraform, and GitHub Actions — with an optional Claude plugin layer for interactive guidance.

  • Docker compose launch

    aliengiraffe/vigilante/skills/docker-compose-launch Skill

    36★ repo

    Vigilante is a sandbox-first orchestration layer for coding agents. It isolates every task in a git worktree, enforces strict credential scoping, and gives you full audit logs — so your agents can't burn down production.

  • Security audit

    netresearch/security-audit-skill/skills/security-audit Skill

    no license35★ repo

    Agent Skill for PHP security audits - OWASP patterns, vulnerability detection | Claude Code compatible

  • Aws health events

    aws-samples/sample-devops-agent-tools/skills/aws-health-events Skill

    30★ repo

    Open-source tools for AWS DevOps Agent - extend DevOps Agent with ready-to-use skills, custom agents, and other tools, for incident response, root cause analysis, and operational troubleshooting

  • Nora

    solomon2773/nora/io.github.solomon2773/nora MCP server

    30★ repo

    Operate self-hosted OpenClaw and Hermes agent fleets on Docker or Kubernetes from MCP clients.

  • Aws spa deploy

    ziniman/ai-instruct/skills/aws-spa-deploy Skill

    27★ repo

    Turn your AI assistant into a senior web developer. Production-ready guides for SEO, performance, and agent-readiness - for Claude Code, Cursor, Copilot, and Windsurf.

  • Ragstack

    HatmanStack/RAGStack-Lambda/io.github.HatmanStack/ragstack MCP server

    25★ repo

    Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.

  • Nixos ai skill

    marceloeatworld/nixos-ai-skill Skill

    no license20★

    Auto-updated NixOS & Nix ecosystem documentation for AI coding assistants — works with 33+ tools via the Agent Skills standard (SKILL.md)

  • XCloud Docker Deploy Skill

    Asif2BD/xCloud-Docker-Deploy-Skill Skill

    no license19★

    xCloud Docker Deployment Skill

  • D2 gen azure

    miiitch/d2-gen/skills/d2-gen-azure Skill

    19★ repo

    Resources for diagram generators skills

  • Vibe ship

    sudais-khalid/vibe-ship Skill

    18★

    A Claude Code / Claude.ai Skill that turns any codebase into something deployable with docker compose up and shippable through CI/CD, hardened by default, generated in one pass.

  • nable

    chaandannn/finopsmcp/io.github.chaandannn/finops-mcp MCP server

    15★ repo

    Local-first FinOps copilot: ask AWS, Azure, GCP, Kubernetes and SaaS cost questions in your editor.

  • Aws genai ml architect

    awslabs/hcls-agent-skills/skills/aws-genai-ml-architect Skill

    13★ repo

    Agent skills for healthcare and life sciences: genomics, imaging, claims, drug discovery, and more. Works with Amazon Quick, Kiro, Amazon AgentCore, AWS Strands SDK, Claude Code, Codex, and any Agent Skills-compatible platform.

  • Aws diagram

    mpuig/claude-cloud-diagrams/skills/aws-diagram Skill

    no license12★ repo

    An AI agent that explores your AWS account and draws what it finds. Not a perfect map. A useful one.

  • Vercel mcp

    vercel/vercel-mcp-overview/com.vercel/vercel-mcp MCP server

    no license11★ repo

    An MCP server for Vercel

  • Horus

    qwedsazxc78/devops-ai-skill/.agents/skills/horus Skill

    no license10★ repo

    ⚡ Cross-platform DevOps AI Skill Pack — Horus (IaC) + Zeus (GitOps) agents, ingress→Gateway migration & architecture-diagram painter for Claude Code, Codex CLI, Gemini CLI & Antigravity

  • Control Plane

    controlplane-com/ai-plugin/io.cpln/control-plane MCP server

    10★ repo

    Control Plane (controlplane.com): deploy and operate workloads across AWS, GCP, Azure, and more.

  • Docker claude skill

    wrsmith108/docker-claude-skill Skill

    8★

    Claude Code skill for container-based development with Docker

  • Package version check mcp

    MShekow/package-version-check-mcp/io.github.MShekow/package-version-check-mcp MCP server

    7★ repo

    Returns the latest package / dependency / tool versions for Python, NPM, Go, Docker, Helm, etc.

  • Devops engineer

    CrashBytes/claude-role-skills/skills/devops-engineer Skill

    6★ repo

    Claude Code plugin with 7 role-based professional skills for software teams — Scrum Master, Product Owner, Product Manager, UX/UI Developer, InfoSec Engineer, DevOps Engineer, and Software Migration Engineer

  • Helm

    Jacknelson6/helm Skill

    6★

    Advisor-orchestrated build loop. Top model plans and reviews, cheaper models implement.

  • Docker MCP Server

    L337-org/docker-mcp/io.github.L337-org/docker-mcp-server MCP server

    5★ repo

    Manage Docker (containers, images, Compose, Swarm, registries) via the Docker SDK and CLI.

  • Docker MCP Server

    friendlygeorge/docker-mcp-server/io.github.friendlygeorge/docker-mcp-server MCP server

    5★ repo

    MCP server for Docker — containers, health checks, Compose, logs, monitoring for AI agents

  • Docker

    wrsmith108/claude-code-docker-skill/skills/docker Skill

    4★ repo

    Claude Code skill for container-based development. Run npm/node commands inside Docker containers.

  • Skill snapshot iter2

    netopsengineer/axiom/dev/axiom-versioning/dependency-versions-workspace/skill-snapshot-iter2 Skill

    4★ repo

    A curated marketplace of plugins for Claude Code, built from first principles.

  • Docker image optimizer devops

    vivek-viswanat/dev-arsenal/skills/docker-image-optimizer-devops Skill

    4★ repo

    A curated library of production-ready skills and tools designed to supercharge ClaudeCode, AntiGravity, Cline, RooCode and other agentic IDE extensions.

  • Vmware vks

    zw008/VMware-VKS/skills/vmware-vks Skill

    4★ repo

    MCP Skill + CLI for vSphere with Tanzu (VKS) — Supervisor, Namespace, and TanzuKubernetesCluster lifecycle management. Requires vSphere 8.x+.

  • Vercel deploy claimable

    karon-hyppolite/agent-skills/skills/claude.ai/vercel-deploy-claimable Skill

    no license4★ repo

    AI coding agent skills for React/Next.js performance, UI design audits, and claimable Vercel deployments.

  • Cloudflare

    ofershap/mcp-server-cloudflare/io.github.ofershap/cloudflare MCP server

    4★ repo

    MCP server to manage Cloudflare Workers, KV, R2, Pages, DNS, and cache from your IDE

  • Kubernetes ontology access

    Colvin-Y/kubernetes-ontology/skills/kubernetes-ontology-access Skill

    3★ repo

    Read-only Kubernetes ontology database for diagnostics and AI-agent consumption.

  • Devops sre

    Ow1onp/hermes-agent-skills/agents/devops-sre Skill

    3★ repo

    Production-grade skills for Hermes Agent - self-evolving, persona-aware, slash-command native

  • Choose provider

    hec-ovi/agentickit/.pilot/skills/choose-provider Skill

    3★ repo

    AI copilot for React apps. Reads your state, fills forms, confirms actions, calls your tools. Multi-agent, AI SDK 6 + AG-UI, markdown skills. MIT.

  • Cloudcostsmcp

    x7even/cloudcostsmcp/io.github.x7even/cloudcostsmcp MCP server

    3★ repo

    Anchor AI FinOps to real, live cloud pricing — AWS, GCP & Azure public and enterprise rates.

  • Claude devops skill

    ronalships/claude-devops-skill Skill

    2★

    Opinionated production-grade DevOps defaults for Claude Code — Terraform, Kubernetes, CI/CD, Docker, cloud security, observability, cost, and DR. Stop generating infra that's technically correct but missing the senior-engineer instincts.

  • Iac security review

    uttej-badwane/secure-cloud-prompt-engineering/skills/iac-security-review Skill

    2★ repo

    Security-focused prompt library and Claude Code skill for automated IaC security reviews. Covers Terraform, Kubernetes, Docker, Ansible, CloudFormation, and CI/CD pipelines. Compliance mapping to CIS, NIST 800-53, PCI-DSS, SOC2, HIPAA, and GDPR.

  • Aws

    fworks-tech/agenthood/skills/aws Skill

    2★ repo

    A society of AI agents with impeccable standards and zero tolerance for 'fix stuff' commits.

  • Aws

    RealTapeL/SkillPilot/test_openclaw_python/skills/aws Skill

    no license2★ repo

    Universal Agent Skill Router — Route agent skills before LLM inference. Zero-config skill fingerprinting, conflict-aware routing, and self-learning feedback loop. Supports OpenClaw, Claude Code, LangChain, and more.

All 8,532 in the catalog