Check a cut with it

#Score a cut

raea fingerprint score out/cut.mp4                     # the moments it expects a note on, first
raea fingerprint score out/cut.mp4 --sheet cut.png     # the same on a sheet of frames, with where boxed
raea fingerprint score out/cut.mp4 --timeline          # the piece second by second, in words
raea fingerprint which out/cut.mp4                     # which fingerprint judged it, and why

score names which fingerprint judged the piece, then lists the moments it expects a note on, each in your words. On a picture axis that has learned where, a moment also says where in the frame and, on a render with a layer pass, the layers there ("top right on Floor"). --json gives every axis for every window, for a script.

An axis that knows can hold a post back until you've looked. One that is learning only advises. Your agents run score before they post, fix each moment that holds the cut back, or tell you why they didn't.

#Check a fix

raea fingerprint score out/v2.mp4 --was out/v1.mp4

For each moment that held v1 back, this says whether v2 fixed it, still has it, or looks disguised: nearer the axis's disguised defects than clean work, so the fix hid the defect instead of removing its cause. Only a fixed flag counts as fixed.

#Scripts, briefs and stills

A fingerprint reads more than video. A script, a brief or another text file gets EmbeddingGemma 2 rows, one per paragraph, and a still gets the picture columns. Each axis judges only what the file has, so a script is never called blurry. raea's own axes judge pictures, sound and motion. To judge writing, add an axis that reads text to your fingerprint.ts and teach it like any other.

#Things in a shot

raea render shot.tsx --layers -o shot.mp4           # the video and its layers (shot.layers)
raea render shot.tsx --aov -o shot.aov              # its depth, beside it
raea fingerprint things shot.mp4 --json > things.json
raea check shot.mp4 --things things.json

things finds a piece's shots, the things in each (a render's layers, and anything marked on its notes) with their depth, and the camera's path. It says where a thing floats, where two pass through each other, where the camera lurches in the middle of a move, and where nothing is on screen. raea check --things turns those into findings beside the rest. Floating needs real depth: with the render's --aov pass beside it (shot.aov for shot.mp4) it uses the render's own depth, and without one it estimates depth from the picture, which can't always tell a hanging box from one on the floor.

#Profiles of work you admire

raea fingerprint profile golden/*.mp4 --as reels --against others.txt
raea fingerprint score cut.mp4 --profile reels

A profile takes the ranges your references span: loudness, bass against treble, cuts a minute, motion, brightness, contrast, saturation and sharpness. A cut scored against it hears which measures fall outside, where, and which way to move. The profile checks itself: each reference has to fit the others' ranges more often than unrelated work does, or raea says it doesn't tell this taste apart.