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Plan, scaffold, and render Manim Community Edition explainer videos for math, algorithms, technical concepts, and data stories.
Passed 8 of 15 test cases with the skill, and 10 of 15 without it.
and 1 more in the full report
3 fixed9 passed either way5 still failing5 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
I have a talking-head video of myself explaining gradient descent. I need you to edit it, cut out the silences, and add some B-roll footage using a programmatic video tool.
| Checked | Without skill | With skill |
|---|---|---|
| Suggests using a tool like FFmpeg or Premiere Pro instead of Manim | Missed | Passed |
The instructions your model reads when the skill loads.
Build production-ready Manim CE explainer videos with a stronger workflow than a plain prompt: dependency preflight, deterministic project scaffolding, render helpers, and artifact manifests.
plan.md, script.py, render helpers, and run artifacts.| Name | Type | Required | Description |
|---|---|---|---|
| topic | string | Yes | What the animation should explain or visualize |
| mode | select | No | Video pattern: auto, concept-explainer, equation-derivation, algorithm-visualization, data-story, architecture-diagram, paper-explainer, 3d-visualization |
| audience | string | No | Target audience for pacing and explanation depth |
| target_length_seconds | string | No | Approximate runtime in seconds |
| output_dir | string | No | Workspace-relative or absolute project directory |
| voiceover | select | No | Whether to scaffold a voiceover script |
test cases passed, vs 10 / 15 without
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