During June 2025, Pkerjc enhanced the OpenSPG/KAG repository by improving its documentation workflow. They introduced a DeepWiki badge to the README.md, leveraging Markdown to create a direct link to the project’s wiki. This badge enables weekly auto-refresh of wiki content, ensuring that documentation stays synchronized with the latest codebase without requiring manual updates or code changes. By focusing on documentation-driven value, Pkerjc’s work supports faster onboarding and greater transparency for contributors. The approach emphasized maintainability and accessibility, utilizing skills in documentation and Markdown to streamline knowledge sharing and reduce the overhead of keeping project information current.