Developed an automated workflow for the ReadingPapers/Report repository to streamline weekly documentation updates. Leveraging Python scripting and YAML-based GitHub Actions, the solution inserts a weekly check-in placeholder into the 每周精读打卡.md file, reducing manual effort and ensuring consistent formatting. The implementation included logic to detect and apply the appropriate blockquote style, accommodating both single and nested structures within the Markdown file. This approach improved document consistency and minimized the risk of missing entries. The work focused on automation, file manipulation, and scripting, with no major bugs reported during the period, reflecting a targeted and well-executed engineering contribution.