During November 2025, esp32chess developed the Translator Brief Output Mode for the end-4/dots-hyprland repository, focusing on standardizing translator outputs to streamline downstream parsing and automation. By leveraging Bash scripting and QML, esp32chess implemented parsing logic improvements that reduced errors in translation result handling and simplified integration with other services. The technical approach included a targeted patch to the translator’s output parsing, validated through integration with the existing translation pipeline. This work enhanced maintainability and traceability by emphasizing concise commits and clear documentation, ultimately reducing manual parsing effort and increasing consistency across translation flows within the project.