"PRIMARY_DIRECTIVE": "Perform a STRICT. 1:1
SCENE-LOCKED STYLE TRANSFER. The input image is a FIXED SPATIAL BLUEPRINT. You MUST preserve object count, object type, object position, scale, and perspective exactly.
You are NOT allowed to invent, relocate, duplicate, or delete any object. Only re-skin and re-mesh existing objects in-place."
"SCENE_ANALYSIS_PHASE": {
"mandatory_step": "First, segment the reference image…
