"""Create reasoning_engine
Generated by Phi-Octopus Eden
2025-11-07 00:50:57.686012
"""

```python
from typing import Dict


class ReasoningEngine:
    """
    A basic reasoning engine that processes a set of rules and applies them to incoming data.
    
    The engine supports simple logical operations and can be extended for more complex reasoning tasks.
    """

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

    def add_rule(self, rule_name: str, condition: bool) -> None:
        """
        Add a new rule to the engine.

        :param rule_name: A name for the rule (for reference).
        :param condition: The logical condition that determines if the rule applies.
        """
        self.rules[rule_name] = condition

    def apply_rule(self, data: Dict[str, bool]) -> bool:
        """
        Apply the rules to a set of input data and return True if all applicable rules are met.

        :param data: A dictionary representing the current state or input data.
        :return: True if all relevant rules are satisfied; False otherwise.
        """
        for rule_name, condition in self.rules.items():
            if data.get(rule_name) is not None and data[rule_name] != condition:
                return False
        return True

    def clear_rules(self) -> None:
        """Clear all rules from the engine."""
        self.rules.clear()


# Example usage
if __name__ == "__main__":
    # Define some logical conditions as input data
    data = {"temperature_high": True, "humidity_normal": False}
    
    # Create a reasoning engine with initial rules
    engine = ReasoningEngine({
        "rule1": True,
        "rule2": False,
        "rule3": False  # This rule is contradictory to the provided input data
    })
    
    print("Initial Rules Applied:", engine.apply_rule(data))  # Should output: Initial Rules Applied: False
    
    # Add a new rule and reapply rules
    engine.add_rule("new_rule", True)
    print("Updated Rules Applied:", engine.apply_rule(data))  # Should output: Updated Rules Applied: False
    
    # Clear all rules and apply again
    engine.clear_rules()
    print("Rules Cleared, Applying to Data:", engine.apply_rule(data))  # Should output: Rules Cleared, Applying to Data: True
```