AnimationStudio

A local AI pipeline that writes, draws, animates and cuts complete children's cartoon episodes — script to screen, unattended.

Category
Apps
Type
In development
Author
Deniz Bazan
Published
August 18, 2026
Topics
  • ai
  • animation
  • comfyui
  • ltx
  • qwen
  • pipeline

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§ 01

Script to screen, unattended

AnimationStudio turns a one-paragraph series brief into finished three-minute episodes. A local LLM writes the series bible, per-episode scripts and shot lists; Qwen Image Edit and FLUX draw the keyframes with character identity locked to reference sheets; LTX 2.5 animates each keyframe into a clip with sound; music and narration are mixed in and the episode is cut automatically.

§ 02

Quality gates instead of hope

  • F.01A vision model counts the cast of every frame — missing, duplicated or uninvited characters send the frame back
  • F.02Identity checks (hair, outfit, ears, wings, scale) are generated from each character's own description
  • F.03A frame that fails its gates never reaches video; a video older than its frame is re-rendered
  • F.04Every rule is series-agnostic: a new show inherits the whole safety net on day one

Two series exist so far: a ten-episode Peter Pan and a small workshop tale about a mouse mechanic and a shy toaster robot, which was produced end-to-end without a single hand-written rule to prove the pipeline generalises.

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