"""Create reasoning_engine
Generated by Phi-Octopus Eden
2025-11-08 07:08:32.589383
"""

```python
from typing import List, Tuple

class ReasoningEngine:
    """
    A basic reasoning engine capable of solving problems with limited sophistication.
    This class implements a simple rule-based system to handle specific tasks.
    """

    def __init__(self, rules: List[Tuple[str, str]]):
        """
        Initialize the reasoning engine with a set of predefined rules.

        :param rules: A list of tuples where each tuple contains two strings representing a condition and an action.
        """
        self.rules = rules

    def apply_rule(self, condition: str) -> str:
        """
        Apply the first matching rule to the given condition and return the corresponding action or None if no match.

        :param condition: The current state or condition to check against the rules.
        :return: The action associated with the matched rule or None if no rule matches.
        """
        for cond, action in self.rules:
            if condition == cond:
                return action
        return None

    def reason(self, initial_conditions: List[str]) -> List[str]:
        """
        Apply all matching rules to a list of conditions and return a list of actions.

        :param initial_conditions: A list of initial states or conditions.
        :return: A list of actions derived from the given conditions.
        """
        actions = []
        for condition in initial_conditions:
            action = self.apply_rule(condition)
            if action:
                actions.append(action)
        return actions


# Example usage
if __name__ == "__main__":
    # Define some rules as (condition, action) tuples
    rules = [
        ("sunny", "play"),
        ("cloudy", "watch TV"),
        ("rainy", "read book")
    ]

    engine = ReasoningEngine(rules)
    
    # Initial conditions to test the reasoning engine with
    initial_conditions = ["sunny", "rainy", "snowy"]
    
    # Get actions based on the given conditions
    actions = engine.reason(initial_conditions)
    print("Actions:", actions)  # Expected output: Actions: ['play', 'read book']
```