fraudtwin.apply_difficulty

fraudtwin.apply_difficulty(resolved, scenario, context=None)

Apply resolved controls to one scenario without changing its objective.

context is accepted for extension compatibility and is intentionally excluded from the plan hash; all stochastic choices use generator-owned M12 stream names.

Return type:

ScenarioDifficultyPlan

Parameters:

• resolved (ResolvedDifficulty)

• scenario (str)

• context (dict[str, Any] | None)