In October 2024, Christopher Goes established foundational documentation for resource machine backends in the anoma/nspec repository, focusing on improving developer onboarding and future scalability. He created a structured documentation scaffold using Markdown and MkDocs, introducing placeholder pages for Transparent, Cairo, and RISC0 backends. This work did not involve functional code changes but provided a clear, organized path for future implementation details and enhanced traceability between documentation and code. By prioritizing documentation structure and configuration, Christopher enabled faster ramp-up for new contributors and set a durable baseline for subsequent development, demonstrating depth in technical writing and documentation architecture skills.