Cloud Native Readiness

Scores a repo's Docker/Kubernetes readiness 0-12 and hands off to a Dockerfile generator.

Tested · Works

Test report

Verdict
Tested · Works
Score
9.6/10
Tested
Jul 14, 2026
Environment
Claude Code 2.x (agent harness)
Upstream re-checked
Aug 10, 2026 · 9f8d496

Ran it on a bare Flask app: baseline chat gave a vague thumbs-up, the skill produced a scored 9/12 breakdown (flagged the missing health endpoint and graceful-shutdown handling) plus a concrete containerize-or-fix routing decision.

Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works

  • Installs cleanly 5/5
  • Triggers reliably 5/5
  • Output vs. baseline 9/10
  • Docs & honesty 5/5

What Cloud Native Readiness does

Runs a 3-phase workflow (assess, detect, route) that scores a project across six cloud-native dimensions — statelessness, config externalization, horizontal scalability, startup/shutdown, observability, service boundaries — to produce a 0-12 readiness score. Detects existing Docker/Kubernetes artifacts and routes to a companion dockerfile-skill when the project is ready but not yet containerized. Use before committing to containerizing or deploying an app to Kubernetes or the cloud.

How to install Cloud Native Readiness

git clone https://github.com/labring/sealos-skills
cd sealos-skills
mkdir -p ~/.claude/skills
cp -r skills/cloud-native-readiness ~/.claude/skills/cloud-native-readiness

Skills live in ~/.claude/skills/ (global) or .claude/skills/ (per-project). Restart Claude Code after installing.

Commands — how to trigger Cloud Native Readiness

  • /cloud-native-readiness Scores a repo's Docker/Kubernetes readiness 0-12 and hands off to a Dockerfile generator.

It also activates on plain-language prompts like these:

  • Is my app ready to be containerized for Kubernetes?
  • Score this repo's cloud-native readiness before we deploy
  • Assess whether this project can run reliably in the cloud

Frequently asked questions

Is the Cloud Native Readiness skill free?
Yes. The skill itself is free from labring/sealos-skills. SkillProof publishes the install command and an independent test verdict at no cost.
Does Cloud Native Readiness work with Claude Code?
We tested it with Claude Code 2.x (agent harness) on Jul 14, 2026. Verdict: Tested · Works. Ran it on a bare Flask app: baseline chat gave a vague thumbs-up, the skill produced a scored 9/12 breakdown (flagged the missing health endpoint and graceful-shutdown handling) plus a concrete containerize-or-fix routing decision.
What is the Cloud Native Readiness SkillProof Score?
9.6/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 9/10, docs & honesty 5/5.
How do I install Cloud Native Readiness?
Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
Can I use Cloud Native Readiness with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.