Video Understand

Read a video the way a person does: see every shot, hear the words, notice what moves and what goes quiet, tie it all to the clock. Three scripts produce that; you do the understanding.

• scripts/index.py — one cheap pass: every shot (with its motion, light and sharpest moment), loudness hits, silences, and with --ocr the on-screen text over time. Text you can read and grep.
• scripts/frames.py — one frame per shot (never skips a shot), extra frames through long takes, packed into timestamp-labelled grid images.
• scripts/transcript.py — a timestamped transcript (ElevenLabs by default).