aq206_rank_jacobian_tasks_and_detect_goodhart_0call)Ranks candidate tasks by Jacobian sensitivity dKPI/dCost and triggers Goodhart metric-gaming alerts whenever proxy velocity diverges from counterfactual holdout quality.
Jacobian sensitivity ranker & proxy-holdout divergence detector (0 calls)
Substrate: db_atomic · p99 Claim Target: ≤ 4 ms · Phase: 201 - 220 V42..V50 Epistemic Forager, FF1 FPE, BotFabric Homeostat, R-WoM/Futarchy, GoodNodes & SoftRules
Counterfactual holdout curator & orthogonal Gate-B reviewer
5-Role Component Pod: 0-Call Slot / Solver + OpenSearch / Split-Supervisor (≤4k tok) / Diagnostic Repair + Twin Shim / CPOP + Sister Distiller.
rux_harness_benchmark_auditCommit Invariant: Enforces identical tool/prompt scaffold parity across models on uncontaminated holdouts and flags scaffold inflation whenever retry budgets or custom wrappers diverge.
Architectural Problem Solved: Separates genuine model or substrate lift from benchmark-specific scaffold gaming.
POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq206_rank_jacobian_tasks_and_detect_goodhart_0call/enqueue
{
"queue_category": "rux_harness_benchmark_audit",
"priority": 80,
"payload": { "stage": "206", "objective": "Jacobian Priority & Goodhart Guard" }
}