Gilbert enhanced the agno-agi/agno repository by developing a SpiderTools feature that introduced support for optional API parameters, such as proxy configuration, and established a default crawl limit of ten. Using Python and leveraging skills in API integration and web scraping, Gilbert focused on improving the adaptability and efficiency of scraping workflows across diverse environments. The technical approach standardized parameter handling and implemented safe defaults to optimize token usage, addressing both flexibility and resource management. While no bugs were fixed during this period, the work demonstrated depth in tooling and thoughtful engineering, prioritizing robust feature delivery and maintainable code quality.