ClipStudio is a local-first AI pipeline that automatically turns long gameplay recordings into short, shareable highlight clips. It analyzes audio to detect high-intensity moments, uses a vision model to validate them, and generates platform-ready videos for Shorts, Reels, and TikTok. Built with Django, Temporal, and FFmpeg, it runs entirely on your machine—no paid APIs, no cloud dependencies—just fast, automated clipping with human-in-the-loop control.