Problem
S2 flattens specific examples into category labels during aggregation. "question + escalating" with 2 examples loses the nuance of each example. No cross-pattern analysis of which combinations produce highest engagement.
Suggested Improvements
- Preserve 2-3 verbatim hook examples per pattern type (not just labels)
- Add pattern co-occurrence matrix — which hook types pair with which pacing styles?
- Weight patterns by source engagement quality if available
- Cluster by content niche if S1 extracts audience/topic information
Priority
Lower priority — depends on S1 extracting richer data first.
Context
See design/pipeline-quality-review.md
Depends on
Problem
S2 flattens specific examples into category labels during aggregation. "question + escalating" with 2 examples loses the nuance of each example. No cross-pattern analysis of which combinations produce highest engagement.
Suggested Improvements
Priority
Lower priority — depends on S1 extracting richer data first.
Context
See
design/pipeline-quality-review.mdDepends on