During May 2025, Heindel enhanced the anoma/nspec repository by refining its documentation to clarify resource verification inputs and the role of verification keys in transaction validation. Focusing on precise terminology, Heindel renamed resourceLogicProofs to logicVerifierInputs and updated related prose to reduce ambiguity for developers. The work also clarified that while actions do not need to be balanced, a balanced action suffices for balanced transactions, improving onboarding and cross-team understanding. Using Juvix and Markdown, Heindel demonstrated disciplined version-control practices and technical writing skills, ensuring documentation changes remained within scope and maintained traceability, resulting in clearer guidance for future contributors.