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Enables agents to analyze video footage or URLs and return ranked, license-safe BGM matches with hook windows, beat/cut hints, and ffmpeg ducking or mix specs. It also supports batch mood clustering, brand kits, preview beds, and attribution-aware exports without shipping raw video payloads.