Manifest & Deployment Tools

Tools for generating Kubernetes manifests, preparing clusters, and verifying deployments.

generate-k8s-manifests — Manifest Generation

Gathers insights and returns a structured plan with requirements for Kubernetes, Helm, ACA, or Kustomize manifest creation. The AI uses this plan to write the actual manifest files. Policies are evaluated during generation. Supports two modes: repository analysis (generate from source) and ACA conversion (convert Azure Container Apps YAML to Kubernetes).

Input	Required	Description
repositoryPath	One required	Absolute path to the repository root (for generation from source)
acaManifest	One required	Azure Container Apps manifest content to convert (YAML or JSON)
workspacePath	No	Current workspace path (for project-scoped policy discovery)
modulePath	Conditional	Absolute path to module root — required when using repositoryPath
name	No	Module name (defaults to directory basename)
manifestType	No	Output format: kubernetes, helm, aca, or kustomize (default: kubernetes)
language	No	Primary language (e.g., "java", "python")
languageVersion	No	Language version
framework	No	Framework (e.g., "spring", "django")
frameworks	No	Array of { name, version } framework objects
buildSystem	No	Build system info: { type, configFile }
environment	No	Target environment (production, development, etc.)
detectedDependencies	No	Libraries/features from analysis (e.g., ["redis", "health-checks"])
namespace	No	Target Kubernetes namespace
ports	No	Ports to expose
entryPoint	No	Application entry point
targetPlatform	No	Docker platform (e.g., linux/amd64). Defaults to linux/amd64
includeComments	No	Add comments in output (default: true, primarily for ACA conversions)
trafficLevel	No	Expected traffic: high, medium, or low
criticalityTier	No	Criticality: tier-1 to tier-3

Provide either repositoryPath + modulePath (generate from source) or acaManifest (convert ACA manifest), not both.

Output: Manifest plan with repository info, security considerations, resource management, best practices, knowledge matches, and policy validation results.

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prepare-cluster — Cluster Setup

Prepares a Kubernetes cluster for deployment. For Kind clusters, creates a local cluster with a Docker registry. For generic clusters (AKS, EKS, GKE, minikube), validates connectivity and namespace readiness.

Input	Required	Description
clusterType	No	kind (local cluster + registry) or generic (existing cluster). Inferred from environment if omitted
workspacePath	No	Current workspace path (for project-scoped policy discovery)
environment	No	Target environment for knowledge filtering and policy context
namespace	No	Kubernetes namespace to prepare
targetPlatform	No	Platform for cluster validation (e.g., linux/amd64). Defaults to linux/amd64
strictPlatformValidation	No	Fail if cluster architecture doesn't match target platform (default: true)

Output: Cluster status, namespace readiness, and for Kind clusters: localRegistryUrl for pushing images.

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verify-deploy — Deployment Verification

Verifies a Kubernetes deployment is healthy after applying manifests. Checks pod status, service endpoints, ingress configuration, and health probe responses.

Input	Required	Description
deploymentName	Yes	Deployment name to verify
workspacePath	No	Current workspace path (for project-scoped policy discovery)
namespace	No	Kubernetes namespace (defaults to default)
checks	No	Checks to run: pods, services, ingress, health (defaults to all)

Output: Status of each check — pod readiness, service endpoints, ingress rules, and health probe results.