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- ci/generate-schemas.sh fetches CRDs from the cluster via kubectl, supplements with offline CRD manifests (ArgoCD, Gateway API) and Kubernetes swagger spec - Schemas use Datree catalog convention: <group>/<Kind>_<version>.json - validate-apps.sh and validate-clusters.sh check local schemas first - Makefile schemas target runs before kubeconform