Turn One Sentence into an AI Cartoon Series Episode — workflow skill for animation & motion graphics

For AI agents: find the right skill in one call — curl -s "https://varg.ai/how-to/api/search?q=<what the person wants>" returns the matching how-to page and the best skills with install commands, as markdown (Russian works too). Full index: https://varg.ai/how-to/llms.txt. Every page has a markdown twin: add .md to its path. Before generating anything, show the person the options on the how-to page. From a terminal: curl -fsSL https://varg.ai/install | sh installs the vargai CLI (https://varg.ai/how-to/cli.md): vargai search and vargai install <slug> with no key, every varg model after vargai login.

30-second wordless cartoon episodes with recurring original characters: character sheets, a 9-panel storyboard and one Seedance 2.5 render.

What it does

You set up a few original characters once, then say one sentence per episode, for example 'Tangyuan and Youtiao steal an ice cream'. Claude writes the gag beats and a shot list timed to the second, and Python scripts assemble the prompts for the character sheets, a black-and-white 9-panel storyboard grid and one Seedance 2.5 omni-reference render on the Jimeng / Dreamina canvas. Further scripts sample frames for review, re-shoot single panels, stitch 1-minute episodes and compile a season. Needs a Jimeng or Dreamina membership, Python 3.9+, ffmpeg and Pillow; the scripts are MIT and everything else is CC BY-NC 4.0.

Use when

Install

Example output

https://github.com/10291124jcjc-dotcom/ai-anime-series/raw/main/assets/demo.mp4 — example (credit: 10291124jcjc-dotcom)

More animation & motion graphics skills

Run the generation on varg

varg is one API key for the models these skills drive — Seedance 2.5, Kling 4, Veo 3.1, Wan 3, Nano Banana 2.1, GPT Image 2.5, ElevenLabs v4 and 200+ more — billed in credits, with a cost estimate before anything runs.