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10 picks · ranked by GitHub stars

Best agent skills for DevOps and cloud

The best agent skills for DevOps and cloud are Caveman Setup, Observability And Instrumentation and Ruview Applications, ranked by GitHub stars; Caveman Setup leads with 110,252 stars. The list covers 80 agent skills in the appsgit catalog, one entry per repository.

Updated · data from GitHub, refreshed nightly

Top picks

  1. Rank 1:

    Caveman Setup

    JuliusBrussee/caveman

    Wire a repository through the Caveman Cloud gateway so every LLM request is measured, with no behavior change.

    DevOps & cloudGo

    Caveman Setup has 110,252 GitHub stars, has 83,691 installs on skills.sh, needs an API key or token, works with Claude Code, Codex and Cursor, is written in Go and was last updated in October 2026.

  2. Rank 2:

    Observability And Instrumentation

    addyosmani/agent-skills

    Instruments code so production behavior is visible and diagnosable.

    DevOps & cloudJavaScript

    Observability And Instrumentation has 102,166 GitHub stars, has 826 installs on skills.sh, runs without an API key, works with Claude Code, Codex and Cursor, is written in JavaScript and was last updated in October 2026.

  3. Rank 3:

    Ruview Applications

    ruvnet/RuView

    Run RuView sensing applications — presence/occupancy, breathing & heart rate, activity & fall detection, 17-keypoint pose estimation (WiFlow), sleep monitoring & apnea screening, environment…

    DevOps & cloudRust

    Ruview Applications has 96,744 GitHub stars, runs without an API key, works with Claude Code and Codex, is written in Rust and was last updated in October 2026.

Full ranking

All 10 picks, ranked

Ranked by GitHub stars and recent activity. Open any pick for live stats and licence details.

  1. 1

    Caveman Setup

    Wire a repository through the Caveman Cloud gateway so every LLM request is measured, with no behavior change.

    Caveman Setup has 110,252 GitHub stars, has 83,691 installs on skills.sh, needs an API key or token, works with Claude Code, Codex and Cursor, is written in Go and was last updated in October 2026.

  2. 2

    Observability And Instrumentation

    Instruments code so production behavior is visible and diagnosable.

    Observability And Instrumentation has 102,166 GitHub stars, has 826 installs on skills.sh, runs without an API key, works with Claude Code, Codex and Cursor, is written in JavaScript and was last updated in October 2026.

  3. 3

    Ruview Applications

    Run RuView sensing applications — presence/occupancy, breathing & heart rate, activity & fall detection, 17-keypoint pose estimation (WiFlow), sleep monitoring & apnea screening, environment…

    Ruview Applications has 96,744 GitHub stars, runs without an API key, works with Claude Code and Codex, is written in Rust and was last updated in October 2026.

  4. 4

    Agentcore

    Run agent-browser on AWS Bedrock AgentCore cloud browsers.

    Agentcore has 43,583 GitHub stars, is published by the vendor itself, needs an API key or token, works with Claude Code and Cursor, is written in Rust and was last updated in October 2026.

  5. 5

    GitHub Actions Templates

    Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications.

    GitHub Actions Templates has 40,254 GitHub stars, has 4 installs on skills.sh, needs an API key or token, works with Claude Code, Codex and Cursor, is written in Python and was last updated in October 2026.

  6. 6

    Build MCP Server

    This skill should be used when the user asks to "build an MCP server", "create an MCP", "make an MCP integration", "wrap an API for Claude", "expose tools to Claude", "make an MCP app", or discusses…

    Build MCP Server has 37,478 GitHub stars, is published by the vendor itself, runs without an API key, works with Claude Code, is written in Python and was last updated in October 2026.

  7. 7

    Terraform Skill

    Use when working with Terraform or OpenTofu - creating modules, writing tests (native test framework, Terratest), setting up CI/CD pipelines, reviewing configurations, choosing between testing…

    Terraform Skill has 35,465 GitHub stars, runs without an API key, works with Claude Code and Codex, is written in TypeScript and was last updated in September 2026.

  8. 8

    Vercel Composition Patterns

    React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs.

    Vercel Composition Patterns has 32,014 GitHub stars, is published by the vendor itself, has 376,734 installs on skills.sh, runs without an API key, works with Claude Code, is written in JavaScript and was last updated in August 2026.

  9. 9

    Baoyu Image Gen

    AI image generation with OpenAI GPT Image 2.5, Azure OpenAI, Google, OpenRouter, DashScope, Z.AI GLM-Image, MiniMax, Jimeng, Seedream, Replicate and Agnes APIs.

    Baoyu Image Gen has 26,377 GitHub stars, needs an API key or token, works with Claude Code, Codex and Cursor, is written in TypeScript and was last updated in September 2026.

  10. 10

    Agent Platform Deploy

    Deploy open models or custom weights from Model Garden to Agent Platform endpoints, check the status of an in-progress deployment operation, or clean up resources by undeploying models and deleting…

    Agent Platform Deploy has 20,994 GitHub stars, is published by the vendor itself, runs without an API key, works with Claude Code, Codex and Gemini CLI, is written in Python and was last updated in October 2026.

FAQ

Questions and answers

Still curious? Email info@appsgit.com.

What are the best agent skills for DevOps and cloud?

The best agent skills for DevOps and cloud are Caveman Setup, Observability And Instrumentation and Ruview Applications, ranked by GitHub stars; Caveman Setup leads with 110,252 stars. The list covers 80 agent skills in the appsgit catalog, one entry per repository.

Do these agent skills need an API key?

4 of the 10 picks need an API key or token, for example Caveman Setup; 6 run without one. Each page on appsgit lists the environment variables a agent skill expects.

Which coding agents work with these skills?

Claude Code (all), Codex (7 of 10), Cursor (5 of 10) and Gemini CLI (3 of 10). The client list comes from each project's published compatibility data; appsgit does not guess it.

Are any of these agent skills official?

Yes: Agentcore, Build MCP Server and Vercel Composition Patterns and 1 more are published by the vendor themselves.

How do I install an agent skill?

A skill is a folder with a SKILL.md file that you copy into your agent's skills directory, or install from a plugin marketplace when the repository is one. Every skill page on appsgit shows the install command.

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