Compliance and constraints
Limitations and decision check
Acceptance test: use this reviewed requirement as a pass/fail criterion on one representative result; compare the result with the requirement and stop, revise, or choose another route if it is not met: Can AI keep patterns like leopard print clean on a moving pose? Yes — these templates are tuned specifically to hold pattern and fabric texture together under dynamic poses, which is where generic fashion prompts usually smear or distort.
A strong style match can still distort faces, hands, clothing details, or small props. Compare the result with the source at full size and regenerate only after deciding which identity and composition details must remain fixed.
