My fix: I build a single reference sheet for every character before generating a single scene, then anchor every new shot back to that same reference. Combined with 8-second scenes cut into 3 beats each and a consistent anamorphic widescreen look, the final video plays like it was shot with one camera and one actor—not stitched together from dozens of unrelated clips.