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crv Pro · $19 one-time

Make AI understand how a video was shot — not just what it shows

Everything in the free claude-real-video, plus a --motion pass that turns cinematography into data any LLM can reason about.

Get crv Pro $19
One-time payment · license key · runs 100% on your machine

Keyframes tell an LLM what's on screen. Not how it moves.

The free tool already gives a model scene-aware frames and a transcript — enough to know what a video is about. But a stack of stills drops the two things that make video video: motion and pacing. A model can't tell a slow push-in from a frantic handheld chase, or a snappy edit from a lingering one, when all it sees is disconnected images.

crv Pro closes that gap by measuring it directly.

What --motion adds

Camera-move classification

Every shot labelled — static, pan left/right, tilt up/down, zoom in/out, or handheld — classified automatically and verified against ground-truth footage.

Editing rhythm

Full shot list with durations, cuts per minute, and how the pacing shifts across the open, middle and close. Ask your AI why an edit feels fast, and it answers with numbers.

Action bursts

High-motion shots automatically get 0.2s-apart frame sequences, so the model reads movement as a progression instead of guessing what happened between two keyframes.

Real output

It all lands in the same MANIFEST.txt your LLM already reads — as plain text:

--- motion analysis (crv Pro) ---
editing rhythm: 14 shots | 21.0 cuts/min | avg 2.8s (median 2.1s, range 0.8-9.4s)
cuts by thirds (open/middle/close): 7 / 4 / 3
shots:
  #01  0.00-2.10s  (2.10s) camera: pan-right   motion: high (12.3%W/s) burst: burst_shot01_1..4
  #02  2.10-4.80s  (2.70s) camera: zoom-in     motion: medium (3.1%W/s)
  #03  4.80-9.20s  (4.40s) camera: static      motion: low (0.2%W/s)
  ...

Who it's for

Creators studying why a viral video holds attention
Editors deconstructing a reference cut shot by shot
Anyone feeding video to Claude, ChatGPT or Gemini who wants real answers about pacing and camera work

How it works

Everything runs locally with ffmpeg + OpenCV. No ML models to download, no cloud uploads — your footage never leaves your machine. After purchase you get the install package and your license key; one license, use it on all your machines.

pip installPython 3.10+ffmpeg100% locallicense key

Give your AI real answers about how it was shot.

$19 once. Yours to keep.

Get crv Pro $19
Built on the free, open-source claude-real-video · by Leo Huang