Isabel Schwert focused on enhancing the IBM/mcp-context-forge repository by improving its developer documentation, specifically targeting onboarding and build reliability. She updated the Markdown-based README to clarify that ARM64 builds are not supported, directly addressing common sources of confusion and reducing wasted build attempts. Isabel also refined the containerized quick-start instructions, correcting a curl command URL to ensure a smoother initial setup for contributors. Her work, rooted in documentation best practices and issue tracking alignment, improved the clarity and accuracy of onboarding materials. This targeted update addressed a tracked bug and contributed to a more efficient and reliable contributor experience.