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Get the verified rules for chaining AI video clips into a continuous sequence (MiniMax H3 / Wan). Covers true-last-frame chaining, crossfade vs hard cut decisions, and prompting for pace continuity. Use when assembling multi-clip sequences. Do NOT use for single-clip generation.

Get the verified pipeline recipes for long-form TTS audiobook production (Fish-Speech / VibeVoice) and lip-sync (LatentSync). Covers text prep, voice pipeline rules, and lip-sync config. Use when producing narrated audio or syncing dialogue to video.

Diagnose a ComfyUI API-prompt (/prompt) execution error and return the verified fix with corrected JSON. Use when a workflow submitted via the API fails at queue time with missing/invalid input errors or node type mismatches. Do NOT use for drag-and-drop UI workflow issues — API prompts only.

Fix ComfyUI operations issues on a remote Linux/DGX Spark host: process detection, restarts, port conflicts, SSH quirks. Use when ComfyUI is down, wedged, duplicated, or unreachable. Do NOT use for workflow/node errors — that's fix_comfyui_api_prompt_error.

Check whether an approach to ComfyUI video generation is a known dead end before spending GPU time on it. Returns the failed approach, what was tested, and what to do instead. Use BEFORE running an experiment you're unsure about. Covers WanVideoWrapper, chaining, interpolation, and upscaling.

Get the verified rules for chaining AI video clips into a continuous sequence (MiniMax H3 / Wan). Covers true-last-frame chaining, crossfade vs hard cut decisions, and prompting for pace continuity. Use when assembling multi-clip sequences. Do NOT use for single-clip generation.