0-Call Engine & Verification Slot
Tier-0 Schema, CAS & Rational Invariant Checker
Substrate: db_atomic · p99 Claim Target: ≤ 5 ms · Phase: 317 - 320 Cooperation, Psychometrics & Fleet Catalog Phase 15
aq319_multilens_quadrant_recom_3)Recomputes 2x2 Quadrant, Weighted Wave, Exact Pareto set, Cliff Index, and Paired-Holdout WAR.
Tier-0 Schema, CAS & Rational Invariant Checker
Substrate: db_atomic · p99 Claim Target: ≤ 5 ms · Phase: 317 - 320 Cooperation, Psychometrics & Fleet Catalog Phase 15
Hybrid Synthesizer, Negotiator & Blinded Evaluator
5-Role Component Pod: 0-Call Slot / Solver + OpenSearch / Split-Supervisor (≤4k tok) / Diagnostic Repair + Twin Shim / CPOP + Sister Distiller.
pareto_non_regression_gateCommit Invariant: Evaluates candidate Contract Cards and skills across multiple model families plus mutmut_kill_score >= 0.80; blocks promotion whenever min(per_model_deltas) < 0.
Architectural Problem Solved: Prevents shipping instructions or skills that lift one model while silently regressing another model family.
POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq319_multilens_quadrant_recom_3/enqueue
{
"queue_category": "pareto_non_regression_gate",
"priority": 80,
"payload": { "stage": "319", "objective": "5-Lens Empirical Quadrant, Pareto & WAR Recompute (Negotiate)" }
}