short-video
Douyin/TikTok short-video transcript, ASR and viral hook analysis. Ranks competitor content by save ratio instead of likes. 抖音短视频语音转文字、爆款开头分析、竞品收藏率排序。
Composer + structure linter for short-form video: grade any short against viral-structure rules, compose declarative timelines to mp4. Agent-skill-first.
Provider-neutral long-video understanding, clip planning, and verified media execution.
