interface:
  display_name: "Red Doctor"
  short_description: "Adoption/process doctor - reports how fully a repo has adopted the RedSkills engineering stack. Read-only by default; --fix applies the canonical fix for every finding, gated per hard-to-reverse change. The recurring counterpart to the one-time /red-setup. Use when asked \"red doctor\", \"check adoption\", before a large /afk drain, or to verify a repo against canonical conventions."