AI-Nate

Run the full Cut-AI viral clips pipeline. Analyzes a VTT transcript with Gemini to find highlights, cuts video clips with English and Chinese subtitles, extracts per-clip transcripts, and drafts platform-specific content for 7 platforms.

Daily strategy review harness — gather window activity, interpret through doctrine lenses, force every insight into an action, update rolling strategy files, escalate stalled decisions as a one-page digest. Use on a daily cron or on demand ("run miaosuan", "战略复盘").