manim-composer_skill

Overview

This skill turns a vague math or science explanation idea into a detailed, scene-by-scene plan optimized for Manim-style animations. It researches the topic, identifies the pedagogical hook and common misconceptions, then produces a comprehensive scenes.md with visual, narration, and technical notes. Use this to finalize the narrative and visual design before writing any Manim code.

How this skill works

I first research the concept to find the central insight and likely “aha” moment. Then I ask targeted clarifying questions about audience, length, focus, and style. Finally I output a structured scenes.md: overview, narrative arc, per-scene visual elements, narration cues, technical hints, color palette, math assets, and recommended implementation order.

When to use it

• You have a rough idea for an educational/explainer video and need a concrete plan
• You want a 3Blue1Brown-style visualization or explicitly mention "3b1b style" or "explain like 3Blue1Brown"
• You need a scene-by-scene breakdown before writing ManimCE or ManimGL code
• You want to ensure pedagogical pacing, visual continuity, and progressive revelation
• You want to convert a mathematical intuition into sequences of visual metaphors

Best practices

• Answer a few targeted clarifying questions about audience level, target length, and desired depth before planning
• Prioritize one clear "hook" and one core insight to avoid scattered narratives
• Design scenes to transform objects rather than swapping unrelated visuals for continuity
• Build complexity progressively: start concrete, then generalize with layered visuals
• Include narration notes and pauses around key insights to allow viewer absorption
• Specify technical notes for tricky transitions and list needed Manim classes/mobjects

Example use cases

• Turn a sketchy idea like "explain eigenvectors" into a 10–12 minute scene plan with visual metaphors and equations
• Plan a short 5–7 minute intuition-focused piece on gradient descent with camera movements and animation beats
• Create a series outline and per-episode scenes for a multi-part topic (e.g., Fourier series)
• Produce a scene-level breakdown emphasizing a single aha moment for classroom use
• Generate a production order and asset list so animators can implement scenes in ManimCE or ManimGL