Worked on the Kuadrant/dns-operator repository to deliver comprehensive documentation and verification guidelines for integrating skills into the Claude AI Framework. Focused on establishing clear structure, validation, and packaging standards, the work included migration guidance away from DNS Groups to streamline upgrade paths and clarify deprecation processes. Leveraged Python scripting and Markdown to create detailed, accessible documentation that supports developer onboarding and standardizes skill development workflows. The approach emphasized reducing operational risk by making processes more transparent and consistent across teams. This contribution addressed the need for reliable AI integration practices and improved the maintainability of skill-related features within the project.