0-Call Engine & Verification Slot
Paired holdout delta vector checker & mutation-kill gate
Substrate: db_atomic · p99 Claim Target: ≤ 5 ms · Phase: 226 - 231 Dual-Resolution Muscle Memory, Fuzzy SimHash64 & Empirical Pareto Gates
Multi-Model Pareto Non-Regression Gate (aq228_pareto_non_regression_gate)
Evaluates Contract Cards and skills across multiple model families plus mutmut_kill_score >= 0.80; blocks any card where min(per_model_deltas) < 0.
min(delta) >= 0.0mutmut >= 0.80Zero Single-Tier Harm
Model-Guided Escalation & Synthesis Role
Instruction-overload root-cause trimmer
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/aq228_pareto_non_regression_gate/enqueue
{
"queue_category": "pareto_non_regression_gate",
"priority": 80,
"payload": { "stage": "228", "objective": "Multi-Model Pareto Non-Regression Gate" }
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