How Claude Code is being used to orchestrate a six-stage AI video studio
EXM7777 · x · 2026-07-28
The article describes how to turn Claude Code into an AI video studio and walks through a complete six-stage pipeline for producing short films.
Key pieces of the system include:
- a shared surface for images, video, music, and upscaling under one credit pool
- an on-platform “supercomputer” agent that plans production and routes each task to the best model
- the CLI, which lets every model be addressed from one terminal and polled from the command line
- skills that teach the agent when to reach for the right model, with subagents inheriting those skills
The workflow shown in the image maps tasks to specific tools and models: Seedance 2.0 for motion shots, Soul Cinema for cinematic stills and character looks, GPT-Images-2 for art direction and on-image text, Nano Banana Pro for surgical edits and character consistency, Seedream 5.0 Pro for fast frame variety, plus Sonilo Music for scoring and a final upscale pass to 4K.
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