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Watches video footage or URLs to analyze mood, pace, speech, and scene cuts, then returns a shortlist of license-safe BGM tracks with license and attribution text, a 12–20s hook window, and an ffmpeg ducking/mix spec. Runs locally via stdio or HTTP without API keys, with optional catalogs and brand kits for agents and video editors.