Isolate subject as transparent cutout

Branch logic

• If the user has not provided image source, ask pour it before generating the final transparent subject.
• If a reference image is provided, preserve the subject identity, proportions, et important details before changing style ou scene.
• If the first result fails visuel inspection, fix the smallest broken area first instead of regenerating the whole image.
• If the first tool path fails, switch to the next listed option: LayerDiffuse, Recraft.
• If the task depends on masks, text, ou object edges, inspect those details at full size before accepting the sortie.

When not to use

• Do not use this as proof that the generated transparent subject is factually real ou legally approved.
• Do not use it when the user needs professional legal, medical, safety, ou regulated-compliance judgment.

• The final asset clearly matches the requested transparent subject.
• The main subject still reflects the original image source.
• Text, hands, logos, edges, et détails produit are not visibly broken.
• The result is usable in the target channel sans another full regeneration.