What problem does it solve? Writing correct Kubernetes YAML by hand is error-prone: deprecated API versions, missing probes, inconsistent labels, and unverified CRD fields cause failed deployments. This Skill generates manifests through a deterministic workflow with bounded CRD research and mandatory validation before delivery. ## Core Features & Use Cases - Manifest Generation: Produces Deployment, Service, ConfigMap, Ingress, RBAC, StatefulSet, and CRD YAML with baseline best practices such as labels, resource limits, probes, and securityContext. - Bounded CRD Lookup: Resolves custom resource schemas via Context7 and web fallback with strict attempt budgets, marking unverified fields as needing confirmation. - Mandatory Validation: Runs the k8s-yaml-validator or fallback tooling (yamllint, kubeconform, kubectl dry-run) and reports syntax, schema, CRD, and dry-run results. - Use Case: Ask for a production Deployment plus Service for a container image, and receive validated YAML with a validation report, stated assumptions, and suggested kubectl commands. ## Quick Start Generate a Kubernetes Deployment and Service manifest for my app image myapp:1.2.3 on port 8080 in the production namespace.