"""ReflACT Evaluation -- candidate skill validation and model selection. Analogous to validation-based early stopping and model selection in neural network training: evaluates candidate skills on held-out selection sets and decides whether to accept or reject proposed updates. """ from skillopt.evaluation.gate import ( # noqa: F401 GateAction, GateMetric, GateResult, evaluate_gate, select_gate_score, )