[GSoC 2026] Convert Dubbo capabilities into AI Skills.

[RainYuY]

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Apache Dubbo Component

Java SDK (apache/dubbo)

Descriptions

https://issues.apache.org/jira/projects/DUBBO/issues/DUBBO-149

https://cwiki.apache.org/confluence/display/COMDEV/GSoC+2026+Ideas+list?show-miniview#GSoC2026Ideaslist-GSoC2026-ConvertDubbocapabilitiesintoAISkills.

Related issues

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Are you willing to submit a pull request to fix on your own?

• Yes I am willing to submit a pull request on my own!

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[mohit7705]

Hi @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!

[RainYuY]

Hi @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.

[LI123456mo]

Hi @RainYuY , I am interested on working in this project. I have gone through the issue and requirements, thanks