Worked on the checkstyle/checkstyle repository to refactor the handling of violation comments, focusing on improving code clarity and adherence to coding standards. The update moved violation comments out of Javadoc blocks for IllegalToken and CommentsIndentation, clarifying their intent and reducing confusion during code reviews. Java was used to implement these changes, with an emphasis on code quality and static analysis. Related tests were updated to cover new structures and edge cases, ensuring regression safety. This work enhanced static analysis readability and established a clearer foundation for future improvements in violation reporting and maintainability within the codebase.