Zhijian worked on stabilizing the Studio Forward Message Pre-Print Hook in the agentscope-ai/agentscope repository, focusing on improving the correctness of console output handling. By removing an unnecessary check and refining the set_console_output_enabled function to affect only console printing, Zhijian addressed a bug that previously risked unintended suppression of console messages during studio message processing. This targeted fix enhanced the reliability of logging behavior within the system. The work involved code refactoring and debugging using Python, demonstrating attention to detail in isolating side effects and ensuring that changes were scoped precisely to the intended functionality without introducing new issues.