You just said in another comment that you use Claude Opus 5 to generate the video in a single shot. What about it won't work?
Without our system, there isn’t really an equivalent target language you can ask the LLM to write. Manim exists, but you won’t get videos like these by simply asking an LLM to generate Manim code.