This seems to be going for a somewhat similar goal to Mojo [0] - anyone here who used both and is willing to offer a comparison?
EDIT: thinking about it some more, I would say that there isn't any real barrier with current technoly to having a relatively small on-device LLM downloading a LoRA file from an arbitrary site to get the AI equivalent of "I know Kung-Fu" - the real issue would be on the safety, security and trust aspects.