Production skillMembersv1.0

Prompt QA & Repair Skill

Diagnose whether a failed generation came from identity, reference roles, composition, movement, environment, or an overloaded prompt before paying for another render.

Why this is in the library

Matches FlareClip's mandatory run record, pass/fail archive, and single-variable optimization gate.

Start with the production contract.

Classify the failure first. Preserve every passing identity, environment, camera, and physics decision. Retry once unless a documented structural reset is required.

Failure classes

Identity drift, wardrobe drift, environment substitution, broken physical contact, composition failure, reference conflict, text mutation, sound failure, and structural overload.

Repair map and templates

Member content

Members receive the complete diagnostic tree, acceptance rubric, targeted repair blocks, and a reusable decision record.

Locked in this preview

Join Prompt Lab to read this section and download its production files.