"""Create reasoning_engine
Generated by Phi-Octopus Eden
2025-11-08 00:06:45.394932
"""

```python
from typing import List, Dict


class ReasoningEngine:
    """
    A simple reasoning engine designed to solve problems with limited reasoning sophistication.
    It uses a rule-based approach to make decisions based on input conditions.

    Args:
        rules: A list of dictionaries where each dictionary represents a rule with 'condition' and 'action'.
    
    Methods:
        reason: Takes an input condition and returns the action based on matching rules.
    """

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

    def reason(self, input_condition: str) -> str:
        """
        Apply reasoning by matching the input condition with predefined rules.

        Args:
            input_condition (str): The current condition to be evaluated.

        Returns:
            str: The action determined based on the matched rule.
        """
        for rule in self.rules:
            if rule['condition'] == input_condition:
                return rule['action']
        raise ValueError(f"No matching rule found for condition: {input_condition}")


# Example usage
rules = [
    {'condition': 'temperature_high', 'action': 'turn_on_ac'},
    {'condition': 'temperature_low', 'action': 'turn_off_ac'},
    {'condition': 'humidity_high', 'action': 'increase_humidity'}
]

reasoner = ReasoningEngine(rules)
print(reasoner.reason('temperature_high'))  # Output: turn_on_ac
print(reasoner.reason('humidity_high'))     # Output: increase_humidity

```