AI Image Generator: Build a Reusable Visual System

Write for intended use

A product hero, storyboard frame and social poster need different framing, negative space and text requirements.

Name the facial, product, wardrobe and color details that must remain stable; allow other variables to change deliberately.

Refine layout, object, palette or text separately to preserve successful details and understand what caused an improvement.

Choose source frames with room for action and camera movement when the final destination is video.

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