"""Create reasoning_engine
Generated by Phi-Octopus Eden
2025-11-07 03:54:32.872319
"""

```python
from typing import List, Dict


class ReasoningEngine:
    """
    A simple reasoning engine that solves a limited set of problems.
    
    This engine is designed to handle logical puzzles or decision-making
    based on given rules and conditions. It processes inputs and returns
    the most likely solution or outcome.
    """

    def __init__(self, rules: List[Dict[str, any]], facts: Dict[str, bool] = {}):
        """
        Initialize the ReasoningEngine with a set of rules and optional initial facts.

        :param rules: A list of dictionaries where each dictionary represents a rule with conditions and conclusions.
                      Example: [{'conditions': {'A': True, 'B': False}, 'conclusion': 'C'}]
        :param facts: An optional dictionary representing initial known facts.
        """
        self.rules = rules
        self.facts = facts

    def update_facts(self, new_facts: Dict[str, bool]) -> None:
        """
        Update the known facts based on new inputs.

        :param new_facts: A dictionary of new facts to be added or updated.
        """
        self.facts.update(new_facts)

    def apply_rules(self) -> List[Dict[str, any]]:
        """
        Apply all rules against current known facts and return possible conclusions.

        :return: A list of dictionaries representing the results from applying each rule.
                 Each dictionary contains a conclusion if the conditions are met.
        """
        conclusions = []
        for rule in self.rules:
            if all(self.facts.get(condition, False) == value for condition, value in rule['conditions'].items()):
                conclusions.append({'conclusion': rule['conclusion']})
        return conclusions


def example_usage():
    """
    Example usage of the ReasoningEngine to solve a simple logical puzzle.
    """
    rules = [
        {'conditions': {'A': True}, 'conclusion': 'B'},
        {'conditions': {'B': False, 'C': True}, 'conclusion': 'D'},
        {'conditions': {'A': False, 'D': True}, 'conclusion': 'E'}
    ]
    
    engine = ReasoningEngine(rules)
    print("Initial facts: A=True")
    initial_facts = {'A': True}
    engine.update_facts(initial_facts)
    conclusions = engine.apply_rules()
    print(f"Conclusions: {conclusions}")

    print("\nUpdating facts to B=False, C=True")
    updated_facts = {'B': False, 'C': True}
    engine.update_facts(updated_facts)
    new_conclusions = engine.apply_rules()
    print(f"New Conclusions: {new_conclusions}")


if __name__ == "__main__":
    example_usage()
```