0-Call Engine & Verification Slot
Empirical-Bayes Wilson aggregator & 5-regime threshold engine (0 calls)
Substrate: db_atomic · p99 Claim Target: ≤ 3 ms · Phase: 115 - 120 Zero-Call Multimodal Similarity Queues & Boundless k-Ary Hypergraph
Threshold & Rate Edges (aq119_threshold_rate_and_calibrate_edges)
Aggregates multi-axis ratings via Empirical-Bayes + Wilson lower bounds and applies 5 swappable thresholding regimes (alpha-cut, mutual k-NN, z-score, Pareto, hysteresis).
Bayesian Wilson Lower5 Threshold RegimesSchmitt Hysteresis
Model-Guided Escalation & Synthesis Role
Domain threshold & prior strength tuner
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/aq119_threshold_rate_and_calibrate_edges/enqueue
{
"queue_category": "pareto_non_regression_gate",
"priority": 80,
"payload": { "stage": "119", "objective": "Threshold & Rate Edges" }
}