During June 2025, Pkerjc enhanced the OpenSPG/KAG repository by improving its documentation workflow. They introduced a DeepWiki badge to the README.md using Markdown, which links directly to the project’s wiki and enables weekly auto-refresh of wiki content in sync with the latest codebase. This documentation-driven approach required no changes to the functional code but streamlined knowledge accessibility and reduced manual maintenance. By leveraging skills in documentation and Markdown, Pkerjc’s contribution supports faster onboarding and greater transparency for developers. The work demonstrated a focused, incremental improvement in repository upkeep, emphasizing the importance of up-to-date, easily accessible technical information.