Worked on the hsliuping/tradingagents-cn repository to enhance analysis reporting and output management by developing a scalable system for saving reports and logs to a designated results directory. Leveraged Python for backend development, utilizing decorators to refactor the analysis reporting mechanism and streamline the saving of messages, tool calls, and report sections. Focused on improving data logging, file handling, and overall maintainability, the work established a more organized and accessible structure for analytics outputs. These changes laid the groundwork for future automation and cross-repository consistency, supporting broader adoption of improved reporting workflows within analytics and data-driven projects.