Worked on the Apache TinkerPop repository to standardize AI-assisted contribution metadata, focusing on documentation and process improvements rather than new feature development. The effort centered on refining the Assisted-by trailer format in commit messages, introducing a clear <agent>:<model> structure and providing concrete examples to guide contributors. Leveraging skills in AI integration, documentation, and version control, the work enhanced clarity and maintainability for both human and automated workflows. By explicitly naming placeholders and improving onboarding materials in Markdown, the changes supported better governance and cross-team alignment, aiming to prevent future defects and streamline AI-assisted collaboration across the project.