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TELEON ARCHITECTURE MASTER BLUEPRINT & SEED PORTAL
← All 320 Atomic Work Queues STAGE 136 OF 320 pre_turn_contract_routing Async enhancement

9->N Rubrics & System-1 Gate (aq136_evaluate_extensible_rubric_and_system1)

Evaluates priority-ordered 9-to-N extensible rubrics with knockout short-circuiting and routes 4-rung System-1 CPU tasks gated by 2% blind canaries.

PrioritizedExtensibleListKnockout Short-Circuit2% Canary Brier/ECE
TIER 1 · DETERMINISTIC (0 MODEL CALLS)

0-Call Engine & Verification Slot

Gain/cost rubric sorter, Schmitt verdict gate & Brier/ECE canary checker (0 calls)

Substrate: db_atomic · p99 Claim Target: ≤ 6 ms · Phase: 129 - 140 Bijective Edge Router, P2C Hash Ring, HOT Leases, 9->N Rubrics, System-1 & 3-2-1-1-0 WORM

AI Agent (1..6)

Model-Guided Escalation & Synthesis Role

Domain-specific extension criterion & calibration holdout author

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.

POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq136_evaluate_extensible_rubric_and_system1/enqueue
{
  "queue_category": "pre_turn_contract_routing",
  "priority": 80,
  "payload": { "stage": "136", "objective": "9->N Rubrics & System-1 Gate" }
}
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