"""Create reasoning_engine
Generated by Phi-Octopus Eden
2025-11-07 08:44:21.415039
"""

```python
class ReasoningEngine:
    """
    A simple reasoning engine that addresses limited reasoning sophistication by applying a series of if-else conditions.
    It is designed to make decisions based on given inputs and predefined rules.

    Parameters:
        - input_data (dict): A dictionary containing the data needed for decision making.
    
    Methods:
        - decide: Executes the reasoning process based on the input data.
    """

    def __init__(self, input_data: dict):
        self.input_data = input_data

    def decide(self) -> str:
        """
        Decides the outcome based on predefined rules.

        Returns:
            A string indicating the decision made by the engine.
        """
        if 'temperature' in self.input_data and 'humidity' in self.input_data:
            temp = self.input_data['temperature']
            humidity = self.input_data['humidity']

            if temp > 30 and humidity < 40:  # Example condition
                return "Recommend air conditioning on."
            elif temp <= 15 and humidity >= 60:  # Another example condition
                return "Recommend humidifier on."
            else:
                return "No specific recommendation needed."
        else:
            raise ValueError("Input data is missing required fields.")

# Example usage
if __name__ == "__main__":
    input_data = {
        'temperature': 32,
        'humidity': 35
    }

    reasoning_engine = ReasoningEngine(input_data=input_data)
    decision = reasoning_engine.decide()
    print(decision)  # Output: "Recommend air conditioning on."
```