slimfaas-planet-saver

./scale-down-audit.gnougo-flow.yaml

v0.1.0

version: 1
name: scale-down-audit
skill:
  description: Audits namespaces in parallel for safe scale-to-zero candidates.
  tags: [kubernetes, audit, cost-savings]
  inputs:
    namespaces: { type: array, required: true }
  outputs:
    report: { type: object }

workflows:
  main:
    inputs:
      namespaces:
        type: array
        items: { type: string }
        required: true
      server:
        type: string
        required: false
        default: SlimFaas.Kubernetes.Mcp
      model:
        type: string
        required: false
        default: gpt-4o-mini
    steps:
      - id: discover_cluster_tools
        type: mcp.list
        input:
          servers: ["${data.inputs.server}"]
          include: [tools]

      - id: audit_namespaces
        type: loop.parallel
        input:
          items: "${data.inputs.namespaces}"
          max_concurrency: 4
        item_var: namespace
        index_var: namespace_index
        steps:
          - id: audit
            type: mcp.call
            input:
              server: "${data.inputs.server}"
              model: "${data.inputs.model}"
              temperature: 0
              prompt: "Audit namespace ${data.namespace} for safe scale-to-zero candidates. Do not mutate resources."
              tools: "${data.steps.discover_cluster_tools.tools}"

      - id: synthesize
        type: llm.call
        input:
          model: "${data.inputs.model}"
          temperature: 0
          prompt: "Summarize these namespace audit traces: ${json(data.steps.audit_namespaces.results)}"
          structured_output:
            schema_inline:
              type: object
              properties:
                safe_candidates:
                  type: array
                  items: { type: string }
                blocked_candidates:
                  type: array
                  items: { type: string }
                notes:
                  type: array
                  items: { type: string }
              required: [safe_candidates, blocked_candidates, notes]
              additionalProperties: false
            strict: true

    outputs:
      report: "${data.steps.synthesize.json}"
      namespaces_audited: "${data.steps.audit_namespaces.count}"
      audit_trace: "${data.steps.audit_namespaces.results}"