VideoHighlighter is a free, self-hosted desktop tool that analyzes video offline to identify and export highlight reels by scoring moments across scene, motion, audio, objects, actions, and transcripts. It features explainable AI with detailed reports showing the arithmetic behind each kept moment, composition rules for custom detection combinations, and supports batch processing with music synchronization and blur filtering.