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h3-colab-studio

Build and operate a prompt-to-video workspace for MiniMax H3 with an agent execution bridge to Google Colab G4 running ComfyUI. Use when the user wants to generate single-shot or multi-shot MiniMax H3 videos on Colab, optimize story ideas into official H3 structured prompts, build a job-queue control app for H3 video production, or stitch and verify multi-shot H3 clips.

plugins/h3-colab-studio/skills/h3-colab-studio/SKILL.md

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# H3 Colab Studio — Prompt-to-Video Workspace with an Agent Bridge

## What this builds

- Build three cooperating parts: a job-queue app the user drives, a prompt optimizer that rewrites ideas into the official MiniMax H3 prompt structure, and yourself as the execution bridge to Google Colab.

- Treat the app as the control surface only. GPU generation happens on Colab, never inside the app, and the app must say so plainly instead of faking a live generate button.

- Expect the payoff to be repeatable multi-shot videos. A single H3 generation is one continuous take with no cuts, so story structure comes from generating one clip per shot and stitching, which this workflow makes routine.

## Set up Colab and H3

- Confirm the user has a Google account with Colab compute units available, for example through Google AI Ultra or a Colab paid plan, and warn them that granted unit pools can expire (the Ultra grant lasts about 90 days).