RainYuY commented on issue #16156:
URL: https://github.com/apache/dubbo/issues/16156#issuecomment-4122713597

   > Hi [@RainYuY](https://github.com/RainYuY) , I was going through the idea 
of converting Dubbo capabilities into AI Skills and had a few clarifications.
   > 
   > 1. For the “AI Skills” representation, is there any preferred standard or 
format you expect (e.g., JSON-based schema, OpenAPI, or something aligned with 
MCP/agent frameworks)?
   > 2. Should the skills be limited to documentation-style structured 
descriptions, or is the expectation to make them directly usable by AI agents 
(e.g., integration with LangChain or similar frameworks)?
   > 3. Would it be valuable if the project also includes a small prototype 
demonstrating how an AI agent can utilize these Dubbo skills (for example, 
generating service configurations or workflows)?
   > 
   > I’m very interested in working on this idea and would love to align early 
with the expected direction.
   > 
   > Thanks!
   
   1. No, that's not the standard. We just care more about which approach will 
be more effective.
   2.At least, it should have a documentation-style structure, like Claude's 
code skills.
   3. Yes.
   **Specially. This is a Gsoc issue,  only can be apply by students. It will 
stop apply at 3.31. If you quailty these asked. You should follow gsoc guide. 
You can see it at [apache-gsoc website.](https://community.apache.org/gsoc/)**


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