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S6 over-applies vocabulary (every sentence gets "no cap" and "lowkey") and generates over-specified video prompts (shot-by-shot storyboards for 28-second TikToks). Real creators use catchphrases selectively and work from loose concepts, not film scripts.
Suggested Improvements
Instruct catchphrase use sparingly (max 2-3 per script, at emphasis points only)
Offer two video prompt formats:
"quick concept" (3-5 lines for experienced creators)
"detailed brief" (full breakdown for production teams)
Cross-reference with creator's recent output to avoid repeating topics/hooks
Problem
S6 over-applies vocabulary (every sentence gets "no cap" and "lowkey") and generates over-specified video prompts (shot-by-shot storyboards for 28-second TikToks). Real creators use catchphrases selectively and work from loose concepts, not film scripts.
Suggested Improvements
CreatorProfileto include speaking rhythm and storytelling style (see polish: expand CreatorProfile model #52)Context
See
design/pipeline-quality-review.mdDepends on