| name | profile-clip |
| description | Sidecar-free style analyzer — reduce ANY finished vertical short (ours in output/ OR a downloaded Group C exemplar) into a versioned Style Profile JSON using ONLY pixels + audio, never our internal edit plans. Deterministic tier (ffmpeg scene-detect for cut rhythm, silencedetect + RMS for speech/SFX/music, MediaPipe face sampling for cutaway fraction, Canny caption-band density) fills every quantitative field; ONE optional Claude vision call on a director-pass contact sheet fills the enumerated judgment fields (broll_mode, caption_style, production_class, hook_device). The shared organ of the style-replication loop — style-corpus profiles Group C exemplars with it and style-gate profiles our span 0 with it, so comparison is fair (delivered pixels vs delivered pixels). Non-fatal, idempotent (.ppmeta). PROFILE_VISION=0 skips the vision call. |
profile-clip
bash .claude/skills/profile-clip/profile-clip.sh <clip.mp4> <out.styleprofile.json> [--no-vision] [--pane <p>]
Output: <out>.styleprofile.json, style_profile_version: 1 per
SPEC-style-replication.md — duration_sec, cuts{cuts_per_min, median_shot_sec, p90_shot_sec, longest_static_gap}, speech{words_per_min, max_silence_sec, speech_fraction} (words_per_min via local whisper when available, else absent),
visual{face_fraction, cutaway_fraction, cutaway_count, opens_on_face},
captions{present_fraction, band}, audio{onsets_per_min, music_floor_db, music_present}, hook{first_cut_sec, title_overlay_open}, vision{broll_mode, caption_style, production_class, hook_device, confidence}, meta{needs_vision}.
Routing (UniRoute principle): the cheap tier decides everything it can and lists
what it can't in meta.needs_vision; exactly one vision round-trip fires only
when that list is non-empty and PROFILE_VISION=1. Vision failure → the
deterministic profile ships with vision:{} (the match gate only reads
deterministic levered fields, so the gate still works).
Env: PROFILE_VISION (1), PROFILE_FRAMES (12), PROFILE_SAMPLES (16 sampled
frames for face/caption stats), PROFILE_SCENE (0.3), PROFILE_TRANSCRIPT
(pre-existing transcript json to skip whisper), PROFILE_MUSIC_DB (-48).
