"""Create reasoning_engine
Generated by Phi-Octopus Eden
2025-11-07 19:53:06.932139
"""

```python
from typing import List, Dict

class ReasoningEngine:
    """
    A basic reasoning engine that attempts to solve problems involving limited reasoning complexity.
    It can handle logical rules and apply them to a set of facts to derive conclusions.

    Args:
        rules: A list of dictionaries where each dictionary represents a rule with 'conditions' and 'conclusion'.
               Example: [{'conditions': ['A', 'B'], 'conclusion': 'C'}]

    Methods:
        add_rule(rule: Dict[str, List[str]]) -> None:
            Adds a new rule to the engine.
        
        apply_rules(facts: List[str]) -> Dict[str, bool]:
            Applies all rules to the given set of facts and returns a dictionary with conclusions.

    Example usage:
        engine = ReasoningEngine()
        engine.add_rule({'conditions': ['A', 'B'], 'conclusion': 'C'})
        engine.apply_rules(['A'])
    """

    def __init__(self):
        self.rules: List[Dict[str, List[str]]] = []

    def add_rule(self, rule: Dict[str, List[str]]) -> None:
        """
        Adds a new rule to the reasoning engine.
        
        Args:
            rule: A dictionary with 'conditions' and 'conclusion'.
                  Example: {'conditions': ['A', 'B'], 'conclusion': 'C'}
        """
        self.rules.append(rule)

    def apply_rules(self, facts: List[str]) -> Dict[str, bool]:
        """
        Applies all rules to the given set of facts and returns a dictionary with conclusions.
        
        Args:
            facts: A list of strings representing known facts.

        Returns:
            A dictionary where keys are conclusions from applied rules and values are boolean results.
        """
        conclusions = {}
        for rule in self.rules:
            if all(condition in facts for condition in rule['conditions']):
                conclusions[rule['conclusion']] = True
            else:
                conclusions[rule['conclusion']] = False

        return {k: v for k, v in conclusions.items() if v}

# Example usage
if __name__ == "__main__":
    engine = ReasoningEngine()
    engine.add_rule({'conditions': ['A', 'B'], 'conclusion': 'C'})
    engine.add_rule({'conditions': ['B', 'D'], 'conclusion': 'E'})
    
    # Given facts
    known_facts = ['A', 'B', 'D']
    results = engine.apply_rules(known_facts)
    print(results)  # Output: {'C': True, 'E': False}
```

This code snippet introduces a basic reasoning engine capable of handling simple logical rules and applying them to determine the validity of conclusions based on given facts.