algorithm_card:
  id: "oipf.algorithm.recommendation-generation"
  name: "Recommendation Generation"
  status: "draft"
  purpose: "Convert model outputs into a governed human-readable and machine-readable operational recommendation."
  algorithm_type: "composite"
  inputs:
    - prediction
    - confidence
    - constraints
    - economic parameters
    - workflow policy
  outputs:
    - recommendation object
    - approval requirement
    - expected impact
    - audit metadata