INPUTFinal cut, thumbnails, release copy
VERIFIED OUTPUTRelease package, analytics review, action list
Check platform framing, bitrate, and subtitles
Make title and thumbnail express the same conflict
Track clicks, first-three-second retention, completion, and comments