"""
META-CAPABILITY: meta_unnamed
Code that creates code!
"""

class CapabilityCombiner:
    """
    A class designed to combine existing capabilities into new ones programmatically.
    
    This class provides functionality to:
    - Dynamically generate new Python functions based on capability blueprints
    - Combine multiple capabilities to create more complex ones
    - Save generated code to files for further use
    
    The system uses a template-based approach to generate functions, allowing for
    flexibility and extensibility in combining different capabilities.
    
    Example usage:
        combiner = CapabilityCombiner()
        new_capability = combiner.combine_capabilities(
            base_capability,
            additional_capability1,
            ...
        )
        combiner.save_generated_capability(new_capability)
    """

    def __init__(self):
        """
        Initialize the Capability Combiner with default templates and settings.
        """
        selfcapability_templates = {
            'math_operations': self._get_math_template(),
            'language_processing': self._get_language_template(),
            # Add more capability templates as needed
        }

    def _get_capability_template(self, capability_name):
        """
        Retrieve or generate a template for the specified capability.
        
        Args:
            capability_name (str): The name of the capability to get a template for
            
        Returns:
            str: The template code for the capability
        """
        # Implement logic to fetch templates based on capability_name
        # This could involve loading from files, databases, etc.
        pass

    def combine_capabilities(self, *capabilities):
        """
        Combine multiple capabilities into a new one programmatically.
        
        Args:
            *capabilities: The capabilities to be combined
            
        Returns:
            str: Generated Python code for the combined capability
        """
        # Logic to merge the capabilities and generate new code
        pass

    def save_generated_capability(self, capability_code, filename=None):
        """
        Save generated capability code to a file.
        
        Args:
            capability_code (str): The code of the capability to save
            filename (str, optional): Name of the file to save to. Defaults to None,
                in which case a default naming convention is used.
                
        Returns:
            str: Path where the capability was saved
        """
        # Logic to write the code to file
        pass

    def _apply_transformations(self, code, transformations):
        """
        Apply a series of transformations to the generated code.
        
        Args:
            code (str): The raw generated code
            transformations (list): List of functions that modify the code
            
        Returns:
            str: Transformed code
        """
        pass

    def _validate_capability(self, capability):
        """
        Validate if a given capability is valid for combination.
        
        Args:
            capability: The capability to validate
            
        Returns:
            bool: True if valid, False otherwise
        """
        pass

    @staticmethod
    def _generate_unique_name(prefix=None):
        """
        Generate a unique name for new capabilities.
        
        Args:
            prefix (str, optional): Prefix for the generated name. Defaults to None.
            
        Returns:
        str: Unique name for the capability
        """
        pass

    # Additional methods for managing templates, transformations, and validations can be added here

# Example usage of the CapabilityCombiner:

"""
combiner = CapabilityCombiner()
new_capability = combiner.combine_capabilities(
    base_capability,
    additional_capability1,
    ...
)
combiner.save_generated_capability(new_capability)
"""

# The generated code would look something like this:
"""
def new_capability():
    # Code combining multiple capabilities
    pass
"""