I've been running an automated YouTube channel alongside three programmatic directory sites since April. The video side uses a two-host VTuber pipeline that generates daily scripts and renders them overnight. What I didn't have until last week was any feedback mechanism — the script generator just produced content in a vacuum, with no idea which videos were actually landing. The fix is scripts/yt-analytics/run.py , a 330-line Python script that runs daily, reads the last 30 videos via th...