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Java method extraction refactoring for improved readability and maintainability. \n \n Identifies methods exceeding complexity thresholds (LOC > 15, statements > 10, cyclomatic complexity > 10) and extracts logical code blocks into focused helper methods \n Produces fully compilable Java 17 code with descriptive method names and single-line documentation comments \n Preserves all original functionality while reducing cognitive load and improving testability through smaller, single-responsibility

Multi-agent adversarial verification framework. Make a list, check it twice. If it's naughty, fix it until it's nice.

Refactor a method to reduce cognitive complexity by extracting helper methods. \n \n Analyzes nested conditionals, loops, and complex boolean expressions to identify refactoring opportunities \n Extracts validation logic, type-specific processing, and repeated code blocks into focused helper methods \n Simplifies the main method flow while preserving all original functionality and error handling \n Includes mandatory test verification to confirm zero test failures and cognitive complexity at or