Sourabh-Majhee commented on issue #16156: URL: https://github.com/apache/dubbo/issues/16156#issuecomment-4164570309
Hi @RainYuY , I have submitted a GSoC 2026 proposal for this idea: “Convert Dubbo Capabilities into AI Skills.” I wanted to briefly align here as well. My approach focuses on building a structured SKILL.md-based knowledge layer (inspired by Claude Code skills) that covers Dubbo’s core modules, including RPC, Remoting, Registry, Cluster, Config, and Metadata. Each skill is designed to be self-contained and optimized for LLM consumption, with clear architectural explanations, well-defined SPI extension points, and practical guidance for real-world developer scenarios such as usage, debugging, and extension. In addition, I plan to: * Generate a module dependency graph (using Maven) to guide skill composition and cross-referencing * Incorporate benchmark-based validation, comparing the quality of AI-assisted responses (e.g., Copilot/Claude) before and after loading the skills * Optionally demonstrate a prototype workflow where AI tools utilize these skills to assist with Dubbo configuration or troubleshooting From your earlier response, I understand that effectiveness and a documentation-style structure are key priorities, which aligns well with this approach. I would greatly appreciate any feedback on whether this direction aligns with Dubbo’s expectations, or if there are specific modules or areas you would recommend prioritizing. Thank you. -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected] --------------------------------------------------------------------- To unsubscribe, e-mail: [email protected] For additional commands, e-mail: [email protected]
