Consistency improves when the scene system is defined before the prompts multiply. Character traits, costume details, environment logic, color palette, and movement language all need to be stabilized early.
When continuity is left vague, the model improvises. That is why many AI sequences feel visually disconnected even when each shot looks impressive on its own.