triggers:
  - workflow:
      - feature-development
cache_key_inputs: []
input_schema:
  role:
    type: string
    required: true
    description: The expert role to write notes as, one of the pickable roster roles.
  brief:
    type: string
    required: true
    description: The brief printed by `paqad-ai spec pipeline experts brief <role>` (the request, grounding pointers, label, and granted budget).