class RuleEngine: @staticmethod def check_eligibility(profile: dict, benefit_criteria: dict) -> bool: """ Runs simple rules. Custom parsing mapped from JSON. E.g. {"has_children": true, "max_child_age": 1} """ # Children check if benefit_criteria.get("has_children"): family = profile.get("family", []) children = [f for f in family if f.get("relation") == "child"] if not children: return False max_age = benefit_criteria.get("max_child_age") if max_age: if not any(c.get("age", 99) <= max_age for c in children): return False # Income check max_income = benefit_criteria.get("max_income") if max_income: if profile.get("income_monthly", 9999999) > max_income: return False # Add more mappings as rules expand return True