"""
Problem_Simplifier
Generated by Eden via recursive self-improvement
2025-11-01 01:46:39.094988
"""

class ProblemSimplifier:
    """
    A class to simplify complex problems by breaking them down into smaller sub-problems.
    
    Methods:
    - initialize_problem(problem): Initializes the problem to be simplified.
    - break_down_problem(): Breaks down the problem into simpler components.
    - provide_insights(sub_problems): Provides insights for each sub-problem.
    """
    
    def __init__(self):
        self.problem = None
        self.sub_problems = []
        
    def initialize_problem(self, problem):
        """
        Initialize the complex problem to be simplified.

        :param problem: A string describing a complex problem.
        """
        self.problem = problem
    
    def break_down_problem(self):
        """
        Break down the complex problem into simpler components (sub-problems).

        :return: A list of sub-problems.
        """
        # For simplicity, let's split the problem based on spaces
        if self.problem is not None:
            self.sub_problems = [sub_problem for sub_problem in self.problem.split(' ') if sub_problem]
        
    def provide_insights(self):
        """
        Provide insights for each sub-problem.

        :return: A dictionary with sub-problems as keys and their respective insights as values.
        """
        insights = {}
        for sub_problem in self.sub_problems:
            # Assuming we have a function to generate insights
            insight = self.generate_insight(sub_problem)
            insights[sub_problem] = insight
        
        return insights
    
    def generate_insight(self, sub_problem):
        """
        Placeholder function to simulate generating an insight.

        :param sub_problem: A string representing a sub-problem.
        :return: An insight for the given sub-problem.
        """
        # In a real scenario, this would involve complex analysis
        return f"An insight for {sub_problem} is being generated."

# Example usage:
simplifier = ProblemSimplifier()
problem_statement = "How can we improve our understanding of complex problems by breaking them down?"
simplifier.initialize_problem(problem_statement)
simplifier.break_down_problem()
insights = simplifier.provide_insights()

for sub_problem, insight in insights.items():
    print(f"Sub-problem: {sub_problem}")
    print(f"Insight: {insight}\n")