How to keep comic characters consistent with AI

Build a reference sheet before page one

Collect a front view, a three-quarter view, and a full-body view. Add close-ups of distinguishing features: hairline, scar, glasses, jewelry, and the outfit the character wears in this scene.

References work best when they are consistent with each other. A front view in one art style and a full-body view in another gives the model conflicting information.

Describe identity separately from scene action

A panel description should say what happens in the panel. Identity details belong in the character reference or lore entry. Mixing backstory, personality, and camera directions into one sentence makes the scene instruction harder to follow.

• Keep permanent traits in the character profile.
• Keep outfit and injury changes in the scene description.
• State the action and expression for each panel.
• Avoid repeating the entire character biography in every panel.

Use visual DNA for style, not identity

Visual DNA controls how the page is drawn: line weight, rendering, color, and texture. It does not guarantee that a face stays the same. Treat style and identity as two separate controls.

Review every page against the reference

Check faces, hair, outfit, and distinguishing marks before lettering. Catching a drift early is cheaper than regenerating a finished page. Look at the page at thumbnail size too; silhouette and posture problems are easier to see when the page is small.

Fix drift with targeted regeneration

When one panel misses, rewrite that panel description and regenerate only that panel. Add the missing detail, remove a competing detail, or simplify the pose. Regenerating the whole page introduces new variations everywhere else.