AI ACCELERATION — CLAUDE VIRTUAL STAGING PLANNING + QA

Claude currently helps here as an image-aware planner and reviewer, not as the staging renderer.

ROOM INSPECTION
Inspect the uploaded room. Identify likely use, permanent features, visible condition, ambiguity, light direction, reflection risks, and scale cues. Mark uncertainty instead of guessing.

EDIT BRIEF
Build a restrained furniture plan and a concise prompt for [TARGET IMAGE TOOL]. Separate permanent-feature locks, movable additions, realism rules, and negative constraints.

SIDE-BY-SIDE AUDIT
Compare original and staged images in a table: check, original evidence, staged evidence, pass/fail/uncertain, required correction. Check camera, crop, perspective, walls, openings, trim, ceiling, floor, built-ins, fixtures, view, materials, condition, furniture scale, circulation, shadows, and reflections.

CORRECTION HANDOFF
Turn only the failed checks into an image-edit instruction. Keep all passed areas locked.