# 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. ## Key facts | Fact | Value | |---|---| | Question | What are the best agent skills for DevOps and cloud? | | Picks | 10 | | Top pick | Caveman Setup (110,252 stars) | | Data as of | Oct 7, 2026 | | Canonical URL | https://appsgit.com/best/agent-skills-for-devops-cloud | ## Ranked picks - [Caveman Setup](https://appsgit.com/skills/juliusbrussee-caveman-setup) (110,252 stars, Apache-2.0, Go): 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. - [Observability And Instrumentation](https://appsgit.com/skills/addyosmani-observability-and-instrumentation) (102,166 stars, MIT, JavaScript): 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. - [Ruview Applications](https://appsgit.com/skills/ruvnet-ruview-applications) (96,744 stars, MIT, Rust): 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. - [Agentcore](https://appsgit.com/skills/vercel-labs-agentcore) (43,583 stars, Apache-2.0, Rust): 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. - [GitHub Actions Templates](https://appsgit.com/skills/wshobson-github-actions-templates) (40,254 stars, MIT, Python): 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. - [Build MCP Server](https://appsgit.com/skills/anthropics-build-mcp-server) (37,478 stars, Apache-2.0, Python): 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. - [Terraform Skill](https://appsgit.com/skills/agentscope-ai-terraform-skill) (35,465 stars, Apache-2.0, TypeScript): 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. - [Vercel Composition Patterns](https://appsgit.com/skills/vercel-labs-vercel-composition-patterns) (32,014 stars, MIT, JavaScript): 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. - [Baoyu Image Gen](https://appsgit.com/skills/jimliu-baoyu-image-gen) (26,377 stars, MIT, TypeScript): 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. - [Agent Platform Deploy](https://appsgit.com/skills/google-agent-platform-deploy) (20,994 stars, Apache-2.0, Python): 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. ## How this list was made - Candidates: the 80 agent skills in the DevOps & cloud category on appsgit. - Ranked by GitHub stars (installs on skills.sh break ties), at most one entry per repository so one project cannot fill the list. - The catalog itself only lists skills with a valid SKILL.md, a license and a commit in the last six months, from repositories with 100+ stars or a skills.sh listing. ## FAQ ### 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. ## Related questions - [What are the best agent skills for design and frontend?](https://appsgit.com/best/agent-skills-for-design-frontend) - [What are the best agent skills for security?](https://appsgit.com/best/agent-skills-for-security) - [What are the best MCP servers?](https://appsgit.com/best/mcp-servers) - [What are the best MCP servers for Claude Code?](https://appsgit.com/best/mcp-servers-for-claude-code) - [What are the best MCP servers for Cursor?](https://appsgit.com/best/mcp-servers-for-cursor) - [What are the best MCP servers for VS Code?](https://appsgit.com/best/mcp-servers-for-vs-code) - [What are the best official MCP servers?](https://appsgit.com/best/official-mcp-servers) - [Which MCP servers are trending right now?](https://appsgit.com/best/trending-mcp-servers) ## See also - [DevOps & cloud agent skills](https://appsgit.com/skills/category/devops-cloud) - [All agent skills](https://appsgit.com/skills) - [Trending agent skills](https://appsgit.com/skills/trending) - [Official agent skills](https://appsgit.com/skills/official) --- Canonical page: https://appsgit.com/best/agent-skills-for-devops-cloud Source: appsgit (https://appsgit.com), the app store for github. Data from the GitHub API, refreshed nightly. Machine access: JSON API https://appsgit.com/api/v1/apps (OpenAPI: https://appsgit.com/openapi.json), MCP server https://mcp.appsgit.com/mcp, full index https://appsgit.com/llms-full.txt.