During May 2026, Lum1104 enhanced the Understand-Anything repository by extending its knowledge graph structure to support richer modeling of codebase components. Focusing on data structure design and knowledge graph design, Lum1104 introduced new node and edge types, enabling more granular relationships and advanced analytics within the project. The technical work included updating Markdown-based documentation to align with the revised schema, which improved onboarding and documentation accuracy for future contributors. This foundational feature established a framework for more detailed impact analysis and component traceability, reflecting a thoughtful approach to scalable documentation and maintainable knowledge representation within the codebase.