Worked on stability improvements for the MaiM-with-u/MaiBot repository by addressing two critical bugs related to configuration management and data type consistency. Focused on enhancing the reliability of bot configuration parsing, the developer corrected comment formatting in the configuration template to ensure proper matching of parentheses, which improved readability and reduced parsing errors. Additionally, they standardized the weight attribute’s data type across IdentityConfig and related structures by migrating to float, eliminating mixed-type issues. Using Python and TOML, these changes reduced runtime errors, simplified future maintenance, and strengthened the correctness of bot behavior, contributing to more robust and maintainable code.