Invoke this skill when the task involves any of: - Authoring a new Deployment / StatefulSet / DaemonSet / Service / Ingress / Helm chart. - Reviewing an existing k8s manifest or Helm chart before merge. - Anything that will end in `kubectl apply`, `helm install/upgrade`, `kustomize build`, or an Argo/Flux sync.