0-Call Engine & Verification Slot
Non-dominated Pareto sorter, ANOVA sensitivity & Thompson proposer
Substrate: db_atomic · p99 Claim Target: ≤ 6 ms · Phase: 33 - 36 Troubleshoot Code, Solve Bugs, Grid Search & Optimize
Optimize Pareto Step (aq36_optimize_pareto_step)
Computes the multi-objective Pareto frontier across completed grid cells, attributes parameter sensitivity, and schedules refined follow-up cells.
Pareto SkylineFactor AttributionNext-Wave Propose
Model-Guided Escalation & Synthesis Role
Bottleneck interpreter & structural hyperparameter proposer
5-Role Component Pod: 0-Call Slot / Solver + OpenSearch / Split-Supervisor (≤4k tok) / Diagnostic Repair + Twin Shim / CPOP + Sister Distiller.
Enforced Category State Machine: pareto_non_regression_gate
Commit 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/aq36_optimize_pareto_step/enqueue
{
"queue_category": "pareto_non_regression_gate",
"priority": 80,
"payload": { "stage": "36", "objective": "Optimize Pareto Step" }
}