"""Create reasoning_engine
Generated by Phi-Octopus Eden
2025-11-06 03:42:08.590234
"""

```python
from typing import List, Dict


class ReasoningEngine:
    """
    A basic reasoning engine that solves limited reasoning problems.
    
    This class provides a simple mechanism to process a set of rules and apply them
    to a given set of facts to derive conclusions or solutions.
    """

    def __init__(self, rules: List[str], facts: Dict[str, bool]):
        """
        Initialize the ReasoningEngine with rules and initial facts.

        :param rules: A list of string-based logical rules that the engine will apply.
        :param facts: A dictionary containing the current state of known facts.
        """
        self.rules = rules
        self.facts = facts

    def _parse_rule(self, rule: str) -> List[str]:
        """Parse a rule into its components."""
        return [part.strip() for part in rule.split('=>')]

    def apply_rules(self) -> None:
        """
        Apply the defined rules to derive new conclusions based on current facts.
        """
        for rule in self.rules:
            left, right = self._parse_rule(rule)
            if all(fact in self.facts and self.facts[fact] for fact in left.split()):
                self.facts[right] = True

    def get_conclusion(self) -> Dict[str, bool]:
        """
        Return the current state of facts including any derived conclusions.

        :return: A dictionary representing the current state of known facts.
        """
        return {key: val for key, val in self.facts.items() if key not in [left for left, _ in map(self._parse_rule, self.rules)]}


def main():
    # Example rules and initial facts
    rules = [
        "if A then B",
        "if C and D then E",
        "if F then G"
    ]
    
    initial_facts = {"A": True, "C": True, "F": True}

    reasoning_engine = ReasoningEngine(rules=rules, facts=initial_facts)
    print("Initial Facts:", reasoning_engine.facts)

    reasoning_engine.apply_rules()
    derived_conclusions = reasoning_engine.get_conclusion()

    print("\nDerived Conclusions:", derived_conclusions)


if __name__ == "__main__":
    main()
```

This Python code defines a basic reasoning engine capable of applying predefined rules to derive new conclusions from given facts. The `ReasoningEngine` class handles the parsing and application of these rules, with an example usage demonstrating its functionality.