gate
Coverage-gated decision from the real HIKAE L3 policy (commit/defer/abstain) over a caller-carried authorization budget B_t. Dispatches on task_class. For 'btc-dir-15m' it conformalizes against a committed synthetic calibration derived from the HIKAE S2a instrument (seed 101, n=300 draw), declared synthetic — a plumbing fixture, not a measured predictor. For 'cascade-liquidable-24h' no cascade calibration is committed; the gate abstains (under_calib) on this class. When the caller instead supplies a calibration (its own nonconformity scores plus a mode: interval ⇒ region [yhat - q̂, yhat + q̂], or set ⇒ a conformal set over caller candidates), the gate conformalizes against THOSE caller-supplied scores (BYO): split-conformal quantile at miscoverage α over caller-supplied nonconformity scores. MONARK does not see, store, or verify the caller's data or model, and does not validate that the supplied numbers are nonconformity scores of any model. Marginal 1−α coverage holds ONLY for future points exchangeable with the supplied scores; non-exchangeable data (e.g. distribution-shifted or time-ordered) voids it. Never a probability of being right. The gate only emits a decision; it never calls the named tool.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| params | Yes | ||
| prediction | Yes |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| tool | Yes | ||
| allow | Yes | ||
| action | Yes | ||
| intent | Yes | ||
| reason | Yes | ||
| verdict | Yes | ||
| schema_version | Yes | ||
| remaining_budget | Yes |