vmanomaly configuration builder

Turn a known monitoring intent into a validated vmanomaly v1.30+ configuration. ML must earn its operational cost: first decide whether a static rule expresses the failure condition more clearly.

Read references/model-selection.md before selecting a model or its parameters. When producing a continuously running deployment, also read references/deployment-readiness.md and apply only the controls whose conditions match.

Environment

export VM_ANOMALY_URL="https://vmanomaly.example.com"
# Use /dev/null without authentication. For authenticated instances, point this to a mode-0600
# curl config containing: header = "Authorization: Bearer <token>"
export VM_CURL_CONFIG="${VM_CURL_CONFIG:-/dev/null}"