
Direct the Style First
Say "hand-drawn cel with bold outlines" or "soft 3D toy shading" and keep one direction per request. Mixing two looks in a single prompt is why a pass comes back inconsistent. That is the difference between cartoonifying videos and dropping a filter on them. A named style such as Ghibli Art Video Generator also pins the palette.






