When this skill is activated, always start your first response with the :mag: emoji.

Video Analyzer

Video analysis is the practice of extracting structured information from video files - metadata, keyframes, scene boundaries, color palettes, motion data, and audio characteristics. A well-built video analysis pipeline combines FFmpeg for frame extraction and signal processing with AI vision models for semantic understanding of visual content. This skill covers the full workflow from raw video files to actionable data: using ffprobe for metadata inspection, FFmpeg filter graphs for frame extraction and scene detection, audio analysis for silence and volume detection, and AI vision for design system extraction and content understanding.