What problem does it solve? Creating mathematical and technical explainer animations requires coordinating narrative planning, Python scene code, rendering, video stitching, and audio — a pipeline that is tedious and error-prone to assemble manually. ## Core Features & Use Cases - Full production pipeline: Plan, code, render, stitch, and review Manim CE scenes with defined quality presets from draft (480p) to production (1080p60). - Multiple animation modes: Concept explainers, equation derivations, algorithm visualizations, data stories, architecture diagrams, paper explainers, and 3D visualizations. - Design system built in: Color palettes, typography scales, animation timing tables, and production-quality checklists enforce a cohesive 3Blue1Brown visual standard. - Use Case: Ask for an animated proof of the Pythagorean theorem and receive a planned multi-scene Manim script, rendered clips, and a stitched final.mp4. ## Quick Start Ask the agent to create a Manim animation explaining how gradient descent works, and it will plan the scenes, write the Python script, render it, and stitch the final video.