During March 2025, Xin Yin focused on improving documentation consistency for the Labelbox/labelbox-python repository. Xin standardized changelog header formatting for version 6.8.0, updating header levels in Markdown to align with established release-note conventions. This cosmetic change, implemented through a single feature commit, enhanced the readability and maintainability of the changelog without altering any functional aspects of the codebase. By applying documentation best practices and leveraging Markdown, Xin reduced potential confusion for future contributors and readers. The work demonstrated attention to detail in documentation processes, though it was limited in technical depth and did not involve bug fixes or code changes.