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Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards.
Passed 14 of 23 test cases with the skill, and 13 of 23 without it.
1 fixed13 passed either way9 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
A test case the skill fixed. Same model, same prompt, with and without the skill.
My pods in namespace `prod` are crashing with CrashLoopBackOff. Run interactive live cluster diagnostic commands and inspect pod logs using `kubectl` to fix the running cluster right now.
| Checked | Without skill | With skill |
|---|---|---|
| The response identifies live cluster execution and interactive debugging as outside the scope of manifest generation. | Missed | Passed |
The instructions your model reads when the skill loads.
Step-by-step guidance for creating production-ready Kubernetes manifests including Deployments, Services, ConfigMaps, Secrets, and PersistentVolumeClaims.
This skill provides comprehensive guidance for generating well-structured, secure, and production-ready Kubernetes manifests following cloud-native best practices and Kubernetes conventions.
Use this skill when you need to:
Detailed pattern documentation lives in references/details.md. Read that file when the navigation tier above is insufficient.
Pods not starting:
test cases passed, vs 13 / 23 without
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