What problem does it solve? Turning raw footage (vlogs, travel clips, interviews, family videos) into a polished, watchable edit normally requires professional editing judgment — pacing, transitions, sound mixing, titles — plus tedious command-line work. This Skill acts as an editing director: it reviews your footage, designs the edit, assembles it scene by scene, and verifies the result with objective checks before delivery. ## Core Features & Use Cases - Footage-driven editing workflow: Reviews source clips with perception tools, writes a taste contract (style, pacing dials, signature device), plans the timeline, then assembles via the HyperFrames pipeline with FFmpeg for prep and finishing. - Beat-sync and audio-first cutting: Fits cut points to a BGM beat grid (librosa-based BPM fitting), cuts speech-led footage on word boundaries and silence gaps, and mixes audio to loudness targets. - Evidence-based quality gates: Plan gate, scene gate, and review gate scripts mechanically verify the taste contract, scene ledger, loudness, black gaps, and audio presence before any deliverable ships. - Use Case: You have a folder of raw travel clips and a background music track. The Skill watches the footage, proposes three creative directions, cuts the best moments to the music's beat grid, adds designed titles and transitions, mixes the audio, and delivers a verified final.mp4. ## Quick Start Edit the video clips in my footage folder into a two-minute travel vlog synced to the attached background music, with titles and transitions.
