Interest in joining core development: model and embedding maintenance

[HootRock]

Hi AgentScope maintainers,

I'd like to explore joining AgentScope's core development circle, following the invitation to contact the core developers in section 1 of CONTRIBUTING.md.

I have five merged contributions so far:

• fix(embedding): preserve Ollama input token usage #3393: preserve Ollama input token usage.
• fix(embedding): preserve configured dashscope multimodal dimensions #3350: preserve configured DashScope multimodal dimensions.
• fix(embedding): honor configured Gemini text parameters #3361: honor configured Gemini text parameters.
• fix(model): normalize nullable Gemini cache token usage #3079: normalize nullable Gemini cache token usage.
• fix(workspace): resolve case-insensitive skill directory collisions #3075: resolve case-insensitive skill directory collisions.

Model and embedding adapter compatibility, parameter forwarding, and usage accounting look like a focused starting area based on this work. I'd like to discuss ongoing regression coverage, issue reproduction, and review support in that area, working within the core team's design process.

Would the team be open to discussing a path toward core contribution? What scoped responsibility would be useful to start with, and what participation, review, and availability expectations would you want me to meet? Please let me know if there is a preferred contact or onboarding channel.

My recent contributions and this outreach are Codex-assisted. Please include your expectations for personal code understanding, human review, and accountability in any onboarding discussion.

Thank you,
HootRock