Rea1Felix/H3-colab-studio

# 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).

# 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).