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cloud-native-readiness

Assess project readiness for cloud-native containerization and Docker compatibility.

69|18|Updated Feb 5, 2026
Search Tags:#containerization#kubernetes#docker#cloud-native#dockerfile#assessment#readiness
One-click install
npx skills add https://github.com/labring/seakills --skill cloud-native-readiness
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: cloud-native-readiness
Source: https://github.com/labring/seakills/tree/main/skills/cloud-native-readiness
Command: npx skills add https://github.com/labring/seakills --skill cloud-native-readiness

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Many projects lack clarity about whether they can be safely containerized and deployed to Kubernetes or cloud platforms. This Skill eliminates guesswork by evaluating a repository against concrete cloud-native criteria, identifying blockers, and recommending or generating the missing Docker/Kubernetes artifacts.

Core Features & Use Cases

  • Multi-dimension assessment that scores statelessness, config externalization, horizontal scalability, startup/shutdown, observability, and service boundaries (0-12).
  • Artifact detection that inventories Dockerfiles, docker-compose, .dockerignore, CI build steps, and Kubernetes manifests and assesses their quality.
  • Decision routing that either reports findings, suggests remediation, or invokes a dockerfile generator when appropriate; produces a structured readiness report for automation or manual review.
  • Use Case: Use this Skill to evaluate a GitHub repository before deployment, determine whether to generate a Dockerfile automatically, and receive actionable remediation steps for production readiness.

Quick Start

Run cloud-native-readiness on the project path to generate a readiness report and, if suitable, invoke the dockerfile-skill to produce Docker configuration and deployment guidance.

Frequently Asked Questions about cloud-native-readiness

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I assess if my project is ready for Kubernetes containerization?▼

Assess project readiness for cloud-native containerization by evaluating statelessness, config externalization, horizontal scalability, startup/shutdown, observability, and service boundaries. This Skill scans your repository to produce a structured readiness score and artifact inventory for Kubernetes deployment.

How do I check existing Dockerfile and Kubernetes manifest quality before deployment?▼

Check Docker and Kubernetes manifest quality by running artifact detection on your repository. This Skill inventories Dockerfiles, docker-compose files, .dockerignore, and CI build steps, evaluating their quality and identifying missing configuration for cloud deployment.

What is the best way to evaluate statelessness and config externalization for Docker deployment?▼

Evaluate statelessness and config externalization by applying a multi-dimension assessment that scores these criteria from 0-12. This generates a readiness report identifying blockers and recommending remediation steps for Docker containerization.

Can I automatically generate a Dockerfile after evaluating my repository's cloud-native readiness?▼

Yes, you can automatically generate a Dockerfile after evaluating cloud-native readiness. This Skill uses decision routing to invoke a dockerfile generator when appropriate, producing Docker configuration and deployment guidance based on the assessment results.

Does this cloud-native assessment work on cloned GitHub projects?▼

Yes, this cloud-native assessment works on cloned GitHub projects and local repositories. It evaluates Docker and Kubernetes compatibility by scanning the project path to detect existing artifacts and produce a structured readiness score.

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