0-Call Engine & Verification Slot
Combinatorial pass@k/pass^k, ECE/Brier & /can-i-run VRAM calculator
Substrate: db_atomic · p99 Claim Target: ≤ 4 ms · Phase: 45 - 48 SCD2 Context Packs, Self-Awareness, Benchmarks & Jagged Frontier
Calibrate Self-Awareness (aq46_calibrate_self_awareness)
Maps exact capability reliability, calibration error, abstain precision, cost, and hardware readiness across models, harnesses, context packs, and engines.
pass@k & pass^k MapECE & Abstain Audit/can-i-run Check
Model-Guided Escalation & Synthesis Role
Failure-taxonomy analyst & routing-prior auditor
5-Role Component Pod: 0-Call Slot / Solver + OpenSearch / Split-Supervisor (≤4k tok) / Diagnostic Repair + Twin Shim / CPOP + Sister Distiller.
Enforced Category State Machine: pre_turn_contract_routing
Commit Invariant: Routes compact <=2,048-byte L1 Contract Cards strictly prior to Turn 1 when task ambiguity or root-cause diagnostic risk is positive.
Architectural Problem Solved: Lifts multi-step investigative pass rates (0% -> 87.5% on diagnostic benchmarks) without mid-turn trajectory disruption.
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