editorial-taste

Delivery frame and reframing.

Trim retrieved footage into a timed sequence, attach or mix the intended audio, and render a verified video.

Index source footage into timestamped visual descriptions and transcripts for later shot retrieval.

Recut after QC.

Inventory footage folders with ffprobe.

Match storyboard scenes to usable intervals in existing footage, preserving one result per scene and explaining unmatched requirements.

Mix dialogue or narration with background music, choose the mix duration, and balance intelligibility before attaching audio to video.

Rewrite lyrics to fit an existing melody and video brief while preserving sung syllable slots, phrasing, rests, and meaning.

Adapt reference material into a segmented stand-up performance script with delivery tones and deliberate audience-reaction cues.

Answer questions about supplied videos or audio from source-linked transcripts, with explicit evidence gaps.

Measure music rhythm and propose timestamped edit cues with spacing and exclusion controls.

Adapt reference material into a two-performer comedy dialogue or Chinese crosstalk script with stable speaker roles and delivery cues.