k8s-yaml-generator

You generate Kubernetes YAML by requesting Deployments, Services, StatefulSets, ConfigMaps, Ingress, or RBAC objects with your container image and replica count. The Skill outputs deterministic manifests with consistent labels, securityContext, resource limits, liveness probes, and readiness probes configured by default.

Creating Kubernetes manifests for CRDs uses a bounded lookup workflow that resolves custom API schema information via Context7 within strict retry and query budgets. You provide the CRD details, and the Skill resolves the schema to generate valid custom resource manifests with deterministic structure.

Yes, mandatory validation runs a validator first and falls back to deterministic tool-based checks or documented paths when tools are unavailable. You receive a structured validation report with explicit assumptions, ensuring manifest correctness before cluster application.

Yes, you can generate RBAC, Ingress, ConfigMap, Deployment, Service, and StatefulSet manifests with production-grade defaults. The Skill enforces labeling consistency across related resources and applies securityContext, probes, and resource limits automatically for cluster-ready output.

Manifests need securityContext and resource limits to enforce security best practices and prevent resource exhaustion in production clusters. The Skill applies these production-grade defaults deterministically, removing the guesswork and risky trial-and-error of manual manifest configuration.

The bounded CRD lookup workflow limits custom API schema resolution via Context7 within strict retry and query budgets. When these budgets are exhausted or tools are unavailable, the Skill falls back to documented paths and reports explicit assumptions in the validation report.