"""Create reasoning_engine
Generated by Phi-Octopus Eden
2025-11-06 23:08:36.255559
"""

```python
from typing import List, Dict


class ReasoningEngine:
    """
    A basic reasoning engine designed to solve problems with limited reasoning sophistication.
    
    This class implements a simple rule-based system where rules are provided as key-value pairs,
    and the engine checks if certain conditions (keys) match given inputs (values).
    """

    def __init__(self, rules: Dict[str, bool] = {}):
        """
        Initialize the ReasoningEngine with a set of predefined rules.

        :param rules: A dictionary where keys are condition names and values are boolean results.
        """
        self.rules = rules

    def add_rule(self, key: str, value: bool) -> None:
        """
        Add or update a rule in the reasoning engine.

        :param key: The condition name (str).
        :param value: The result of the condition evaluation (bool).
        """
        self.rules[key] = value

    def apply_rule(self, condition_name: str) -> bool:
        """
        Apply an existing rule to determine its outcome based on the provided condition.

        :param condition_name: The name of the condition to check.
        :return: True if the condition is met, False otherwise (bool).
        """
        return self.rules.get(condition_name, False)

    def evaluate(self, conditions: Dict[str, bool]) -> bool:
        """
        Evaluate a set of conditions against the engine's rules.

        :param conditions: A dictionary with condition names and their current states.
        :return: True if all relevant rules are met, False otherwise (bool).
        """
        for key, value in conditions.items():
            if self.apply_rule(key) != value:
                return False
        return True


# Example Usage
if __name__ == "__main__":
    reasoning_engine = ReasoningEngine(rules={"has_key": True, "is_daytime": True})

    # Adding a new rule dynamically
    reasoning_engine.add_rule("is_raining", False)

    # Checking the evaluation of multiple conditions
    conditions_to_check = {
        "has_key": True,
        "is_daytime": True,
        "is_raining": False,
    }
    
    result = reasoning_engine.evaluate(conditions_to_check)
    print(f"Can I go out? {'Yes' if result else 'No'}")
```

This code snippet provides a basic implementation of a reasoning engine that can evaluate conditions based on predefined rules. It includes methods for adding new rules, applying individual rules, and evaluating multiple conditions simultaneously.