Claude Opus as project manager: a fully automated AI video production pipeline
Familiar_Self5368 · reddit · 2026-11-02
The author shares their running automated AI video pipeline and asks for advice on moving to ComfyUI. Key setup: Claude Opus acts as project manager and PC operator — controlling a Windows PC, generating images via Higgsfield MCP, organizing results, then launching Pinio/WanGP with Wan 2.2 Lightning for local image-to-video on an RTX 5080 (16GB). Claude also writes shot lists, prompts, batch JSONs and scripts, reviews clips via FFmpeg contact sheets, flags visual issues and offers alternatives. They want ComfyUI workflows, CLI/API access and batch processing to run hundreds of clips unattended, and ask about tier differences, scheduling/resume, external agent control via API, and mixing Comfy Cloud with local rendering. Useful reference for anyone building an agent-orchestrated local rendering pipeline.
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