HarleyCoops/Math-To-Manim ? reverse-engineered prompt

Build me a Python app that turns a plain English math or physics prompt into a polished animated explainer video, plus clean study notes. I want to be able to ask something like why a spinning object flips, how holonomy works, or how one surface changes into another, and get an actual rendered animation instead of a few static slides.

It should also accept pasted text and images as source material, figure out a clear story, generate the scene code, render the result, and save a written explanation that matches the video. Please make the output feel cinematic and educational, with readable captions, good pacing, and visuals that are driven by the math whenever possible instead of faked motion.

A simple local workflow is fine, but if it fits this repo, also expose it through a small API and a tool interface so other apps or coding agents can call it. Include a couple of example prompts and outputs so I can test it quickly. Look up current docs online if you need to.