Ideally, you could. But that would mean fundamentally changing a lot in the framework you are porting it to. Maybe we could create a package that can be imported to other frameworks to enable skillcalling.. something to think about !

Yes! Largely inspired by Anthropic's work on code execution with MCP!

The idea of more sophisticated, autonomous units instead of raw tool functions really clicked for me. Skills in SkillGraph can orchestrate multiple tools, manage state, and handle multi-turn workflows.

Thanks for the feedback on the markdown/filesystem approach - progressive discovery has been great for debugging and understanding agent behavior properly!