MEDIA LAB
Sample data
← LibraryReview modeSample dataTwitch Library →
1 / 6
How to use this screen
  1. 01Watch the clip, read the score and reason.
  2. 02Approve or reject — keyboard shortcuts keep it fast.
  3. 03Your decisions are saved on this device for now.

Live today: Decisions are stored only in this browser until the backend is connected.

What goes in
Clips waiting for review.
What the system does
Orders clips by score so the best candidates come first.
What you decide
Keep or kill each clip, and add a note on why.
Where it goes next
Approved clips go to the Content queue; rejections train future scoring.
Vice City Night Run @ 21:240:27
FailAI score 92

The parking job of the century

Hook — “He had one job. Park the car.”

Game
GTA V (rehearsal)
Duration
0:27
Processing
Complete
Platforms
TikTok · YouTube Shorts · Instagram Reels