Developed a Git Context Module for the DeusData/codebase-memory-mcp repository, focusing on managing and resolving repository metadata such as worktrees and branches. The work involved implementing features in C that enable accurate introspection of repository state, supporting analytics, CI automation, and onboarding workflows. By integrating Git operations and establishing worktree branch roots, the module allows downstream features to interact more reliably with Git repositories. The approach emphasized robust software architecture and unit testing to ensure maintainability and correctness. This foundation supports metadata-driven automation and enhances the application’s ability to provide insights into repository structure and workflow readiness.