Stitching AI video is easy; keeping the story coherent is hard. This new ComfyUI sampler enables longer videos by processing them in chunks (saving VRAM). To keep scenes consistent, Gemma 4 runs under the hood to write the continuous prompts to keep characters, backgrounds and camera movements consistent between chunks.