When a project depends on a recurring character, the hardest part is often not generating the first good image. The hard part is keeping that character recognizable after the pose, camera angle, outfit, lighting, or background changes.

This matters for game prototypes, comic panels, Webtoon drafts, mascot concepts, pitch decks, and marketing mockups. A single inconsistent frame can make the character feel like a different person.

Why character drift happens

Most image models are very good at interpreting a prompt, but they are not always strict about identity. Small details can shift between generations:

face shape

eye spacing

hairstyle volume

clothing silhouette

color accents

body proportions

accessories

Those changes are easy to miss when reviewing one image at a time.…