Consistency
Consistency is the discipline of changing one variable while keeping identity and visual rules stable.
Consistency is the discipline of changing one variable while keeping identity and visual rules stable.
Keep identity and palette stable.
Change pose, crop or scene deliberately.
Review outputs side by side.
Understand the working model
For a set of images, define a small visual bible: subject description, wardrobe, palette, lighting direction, rendering style and aspect ratio. Reuse those anchors in every prompt.
Generate batches with controlled variation. If you change style, camera, wardrobe and background simultaneously, you cannot tell which change caused the identity drift.
Practice
Apply the pattern above to one real task you already do. Keep the first version small enough that you can inspect every input and output.
Do not chase a drifting result by adding more random adjectives. Return to the stable anchors.
Build consistency from a small set of repeated visual anchors and controlled variations.