"""
CustomSkillEnhancementFramework
Generated by Eden via recursive self-improvement
2025-11-01 04:26:50.378677
"""

class CustomSkillEnhancementFramework:
    """
    CustomSkillEnhancementFramework is designed to dynamically enhance the abilities of a system like Eden.
    It allows for the integration of new functionalities, such as Python code execution and problem-solving,
    by analyzing user interactions and feedback. The framework can be used to evaluate and implement
    new skills based on real-world examples or specific problems.

    Attributes:
        skills (dict): A dictionary containing existing capabilities and their descriptions.
        new_skill_name (str): Name of the new skill being developed.
        implementation_code (str): Python code for implementing the new skill.
        problem_description (str): Description of the problem to be solved by the new skill.

    Methods:
        add_skill: Adds a new skill to the system.
        evaluate_skill: Evaluates the effectiveness of the new skill based on user feedback or task performance.
        execute_skill: Executes the Python code associated with the new skill.
    """

    def __init__(self):
        self.skills = {}

    def add_skill(self, new_skill_name, implementation_code, problem_description):
        """
        Adds a new skill to the system.

        Args:
            new_skill_name (str): Name of the new skill being developed.
            implementation_code (str): Python code for implementing the new skill.
            problem_description (str): Description of the problem to be solved by the new skill.
        """
        self.skills[new_skill_name] = {
            'implementation_code': implementation_code,
            'problem_description': problem_description
        }

    def evaluate_skill(self, skill_name):
        """
        Evaluates the effectiveness of a skill based on user feedback or task performance.

        Args:
            skill_name (str): Name of the skill to be evaluated.
        Returns:
            str: Evaluation result and recommendation for further action.
        """
        if skill_name in self.skills:
            # Placeholder for evaluation logic
            return f"Evaluation completed. Skill '{skill_name}' is effective."
        else:
            return "Skill not found."

    def execute_skill(self, skill_name):
        """
        Executes the Python code associated with a specific skill.

        Args:
            skill_name (str): Name of the skill to be executed.
        Returns:
            str: Result of executing the skill's implementation code or an error message.
        """
        if skill_name in self.skills:
            exec(self.skills[skill_name]['implementation_code'])
            return "Skill executed successfully."
        else:
            return "Skill not found."

# Example usage
framework = CustomSkillEnhancementFramework()

# Adding a new skill to the system
new_skill_code = '''
def custom_function(x):
    return x ** 2
'''
new_skill_description = 'A simple function that squares an input value.'
framework.add_skill('SquareFunction', new_skill_code, new_skill_description)

# Evaluating and executing the newly added skill
print(framework.evaluate_skill('SquareFunction'))
print(framework.execute_skill('SquareFunction')(5))