0-Call Engine & Verification Slot
Sub-millisecond Roaring bitmap screen & MaxSim top-5 selector
Substrate: db_atomic · p99 Claim Target: ≤ 3 ms · Phase: 226 - 231 Dual-Resolution Muscle Memory, Fuzzy SimHash64 & Empirical Pareto Gates
5,000 -> <=5 Consideration-Set Funnel (aq230_consideration_set_foraging)
Applies Tversky B_NEG bitwise hard vetoes followed by Pirolli & Card Information Scent (EVOI/token) to narrow 5,000+ store items to <=5 candidates.
Roaring ANDNOT VetoEVOI Scent Rerank<=5 Candidate Cap
Model-Guided Escalation & Synthesis Role
Tie-break trade-off explainer across top <=5 options
5-Role Component Pod: 0-Call Slot / Solver + OpenSearch / Split-Supervisor (≤4k tok) / Diagnostic Repair + Twin Shim / CPOP + Sister Distiller.
Enforced Category State Machine: consideration_set_foraging
Commit Invariant: Applies Tversky B_NEG hard aspect vetoes followed by Pirolli/Card Information Scent (EVOI per token) to prune thousands of store candidates down to <=5 items.
Architectural Problem Solved: Matches human and agent bounded rationality so workers compare 3-5 qualified options instead of drowning in 50 noisy hits.
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