A — Patterns surface in main Worker Search:
/intelligence/chat smart_search fallback now calls /patterns in
parallel with hybrid, returns discovered_pattern + matched count.
search.html doSearch renders a green "MEMORY (N playbooks): ..."
chip above results so every recruiter query shows the meta-index
dimension, not just live-contract cards.
B — Compounding proven and default-k bumped:
Direct compounding test on Chicago Electrician:
- Run 0 (no seeds): Carmen Green not in top-5, boost 0
- After 3 seeds of identical operation: boost +0.250 (capped),
3 citations, lifted to #1. Each seed adds 1 citation. Cap
prevents one worker from dominating future searches.
- Required k=200 (not 25 or 50) — embedding band is narrow
(cosines 0.55-0.67 across all playbooks regardless of geo).
- Bumped defaults on /search, permit_contracts, and smart_search
to playbook_memory_k=200. Brute-force sub-ms at this scale.
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