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Math To Manim GIF preview

Math To Manim

Builds animated math explanations and uses Jev to evaluate teaching and visual checkpoints.

Added to Jevfast

How it uses Jev

At each mathematics-film checkpoint, the pipeline sends the current artifact and an external evidence audit to Jev. One request scores two criteria, judges evidence sufficiency and blocking defects, then chooses which role should repair a failed checkpoint.

What Jev decides

Mathematics checkpointExample answers · not a recorded Jev response · Source ↗
Question 1 · criterion 1
YOUR APP
INSTRUCTION

Does the stage-specific artifact meet its first evidence criterion?

STATE

Current stage artifact and evidence audit. The exact contents differ for brief, mathematics, storyboard, scene, and render checkpoints.

JEV · SCORE
04
Question 2 · criterion 2
YOUR APP
INSTRUCTION

Does it meet its second evidence criterion?

STATE

Current stage artifact and evidence audit. The exact contents differ for brief, mathematics, storyboard, scene, and render checkpoints.

JEV · SCORE
04
Question 3 · evidence sufficient
YOUR APP
INSTRUCTION

Is the supplied checkpoint evidence sufficient?

STATE

Current stage artifact and evidence audit. The exact contents differ for brief, mathematics, storyboard, scene, and render checkpoints.

JEV · NOUL
YesNo
Question 4 · blocking defect
YOUR APP
INSTRUCTION

Does the audit identify an unresolved blocking defect?

STATE

Current stage artifact and evidence audit. The exact contents differ for brief, mathematics, storyboard, scene, and render checkpoints.

JEV · NOUL
YesNo
Question 5 · repair target
YOUR APP
INSTRUCTION

Which role owns the earliest needed repair?

STATE

Current stage artifact and evidence audit. The exact contents differ for brief, mathematics, storyboard, scene, and render checkpoints.

JEV · CHOICE
  1. brief
  2. mathematics
  3. storyboard
  4. scene

App workflow

  1. Build a checkpoint

    Create the brief, mathematics, storyboard, scene or render artifact and gather its evidence audit.

  2. Ask the Jev gate

    Send the stage artifact as state with two Score, two Noul and one Choice question.

  3. Approve or repair

    Validate answer structure and probabilities; route failed checkpoints to the selected role, while audit blockers prevent approval.

Why it is interesting

Jev acts as a bounded quality gate within a creative multi-stage pipeline; a separate audit carries the source evidence, so a probabilistic approval cannot override unresolved mathematical defects.