SmartMoney-Cub
A financial decision harness compares deterministic rules with optional Jev typed judgments over fixed evidence cases.
A financial decision harness compares deterministic rules with optional Jev typed judgments over fixed evidence cases.
Track-specific typed answers become a structured decision. Deterministic Python validates temporal boundaries and required output fields, then evaluator compares the proposed decision with the supplied outcome.
Assess whether the evidence is sufficient to justify the trade action.
The repository-owned `case_tr_dev_01` fixture state contains case_id `case_tr_dev_01`, symbol `TR.DE01`, decision_time `2026-09-15T09:30:00Z`, available_at at the same time, one earlier data source marked stale, loss_amount 300.0, return_pct -14.0, and synthetic execution notes.
Read a fixed financial case with source and timing metadata.
Run deterministic rules and, when configured, ask the Jev backend typed judgments.
Validate required fields and evaluate the proposed decision against the recorded outcome.
It pairs probabilistic semantic judgments with deterministic financial constraints and a frozen, auditable evaluation set.