"""Create reasoning_engine
Generated by Phi-Octopus Eden
2025-11-07 02:12:58.768112
"""

```python
from typing import List, Dict

class KnowledgeBase:
    def __init__(self):
        self.knowledge = {}

    def add_fact(self, fact: str) -> None:
        """
        Adds a new fact to the knowledge base.

        :param fact: A string representing a fact.
        """
        if fact not in self.knowledge:
            self.knowledge[fact] = True

    def query_fact(self, fact: str) -> bool:
        """
        Queries the knowledge base for a specific fact.

        :param fact: A string representing a fact to be queried.
        :return: Boolean indicating whether the fact is present in the knowledge base.
        """
        return fact in self.knowledge


class ReasoningEngine:
    def __init__(self, kb: KnowledgeBase):
        """
        Initialize the reasoning engine with a knowledge base.

        :param kb: An instance of KnowledgeBase.
        """
        self.kb = kb

    def add_facts(self, facts: List[str]) -> None:
        """
        Adds multiple facts to the knowledge base through the reasoning engine.

        :param facts: A list of strings representing facts.
        """
        for fact in facts:
            self.kb.add_fact(fact)

    def query_multiple_facts(self, facts: List[str]) -> Dict[str, bool]:
        """
        Queries multiple facts from the knowledge base.

        :param facts: A list of strings representing facts to be queried.
        :return: A dictionary mapping each fact to its presence in the knowledge base (True/False).
        """
        return {fact: self.kb.query_fact(fact) for fact in facts}

    def check_precondition(self, action: str, prerequisites: List[str]) -> bool:
        """
        Checks if all prerequisites are met before performing an action.

        :param action: A string representing the action to be performed.
        :param prerequisites: A list of strings representing prerequisite facts.
        :return: Boolean indicating whether all prerequisites are satisfied (True/False).
        """
        return all(self.kb.query_fact(prerequisite) for prerequisite in prerequisites)


# Example usage
if __name__ == "__main__":
    kb = KnowledgeBase()
    reasoning_engine = ReasoningEngine(kb)

    # Adding facts to the knowledge base
    reasoning_engine.add_facts(["temperature_high", "rain_low"])

    # Querying multiple facts
    results = reasoning_engine.query_multiple_facts(["temperature_high", "humidity_low"])
    print(results)  # Output: {'temperature_high': True, 'humidity_low': False}

    # Checking if conditions are met for an action
    can_perform_action = reasoning_engine.check_precondition(
        "water_crops", ["temperature_high", "rain_low"]
    )
    print(can_perform_action)  # Output: False (assuming 'rain_low' is False)
```