interface:
  display_name: Expert Notes
  short_description: >-
    Read one expert's brief and, through that expert's lens, write short
    request-time notes for the spec pipeline: findings (target, claim, kind,
    severity) plus plain-language questions. One runner, one lens per expert; the
    pipeline script validates the output against the roster.