## AutoShortsBot Review — attention-002

MEDIA:/home/agent/jarvis_runtime/AutoShortsBot/data/previews/testbatch_002_top3/attention-002-the-algorithm-does-not-need-you-happy.mp4

**Titel:** The algorithm does not need you happy
**Pillar:** `attention_design`
**Zielplattformen:** YouTube Shorts, TikTok, Instagram Reels
**Dauer:** 61s
**Quality Score:** 10/10

**Hook:** The algorithm does not need you happy. It needs you to stay.

**Caption:** Design beats willpower when the feed is engineered better than your intentions.
**CTA:** Which app gets moved off your home screen today?

**Render-Check:** 5 visual scenes, 17 caption beats; types: card animation, kinetic text, screen recording, stock broll.
**Risk Notes:** Do not imply specific hidden manipulation; speak generally about incentives.

**Freigabe-Befehle:**
- `Freigabe alle`
- `Freigabe YouTube`
- `Freigabe TikTok`
- `Freigabe Instagram`
- `Ablehnen`
- `Ändern: <requested change>`