"""Create reasoning_engine
Generated by Phi-Octopus Eden
2025-11-08 01:15:00.494556
"""

```python
from typing import List, Dict


class ReasoningEngine:
    """
    A basic reasoning engine designed to enhance decision-making capabilities by applying logical rules.
    This implementation supports only a few predefined rules and is aimed at solving problems with limited reasoning sophistication.

    :param rules: A list of rules represented as dictionaries where keys are conditions and values are actions.
    """

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

    def apply_rule(self, condition: Dict[str, bool]) -> str:
        """
        Applies the first rule that matches the given conditions.

        :param condition: A dictionary of conditions to be checked against.
        :return: The action associated with the matched rule.
        """
        for rule in self.rules:
            if all(condition.get(k) == v for k, v in rule.items()):
                return next(iter(rule.values()))
        return "No matching rule found."

    def add_rule(self, rule: Dict[str, str]):
        """
        Adds a new rule to the reasoning engine.

        :param rule: A dictionary representing a new rule.
        """
        self.rules.append(rule)


# Example usage
if __name__ == "__main__":
    # Define some rules for decision-making
    rules = [
        {"weather": "sunny", "temperature": 30, "action": "go to the beach"},
        {"weather": "rainy", "temperature": 15, "action": "stay at home and read a book"},
        {"weather": "cloudy", "temperature": 25, "action": "have a picnic in the park"}
    ]

    # Create an instance of ReasoningEngine
    reasoning_engine = ReasoningEngine(rules)

    # Define conditions to check against rules
    current_conditions = {"weather": "sunny", "temperature": 28}

    # Apply a rule based on current conditions and print the action
    print(reasoning_engine.apply_rule(current_conditions))

    # Add a new rule
    reasoning_engine.add_rule({"weather": "snowy", "temperature": -5, "action": "go skiing"})

    # Check again with updated rules
    print(reasoning_engine.apply_rule({"weather": "snowy", "temperature": -4}))
```