Worked on the Tencent/WeKnora repository to enhance input handling for agent tools, focusing on improving compatibility with large language model-driven workflows. Developed a feature in Go that strengthened parameter parsing, allowing the system to more gracefully handle type mismatches and improve JSON parsing reliability. This technical approach reduced runtime errors and increased the stability of automated agent workflows by ensuring robust backend processing of diverse LLM inputs. The work emphasized backend development and JSON handling, resulting in smoother integration with downstream agents and improved maintainability of the codebase. No bugs were fixed during this period, with efforts concentrated on feature delivery.