Woah, the shell features are super similar. Honestly was not familiar with this project, looks great (and ambitious). I'll try it out. Thanks for the share.

Another approach converts into python:

An CLI assistant that responds by generating and auto-executing a Python script. https://github.com/AbanteAI/rawdog

Aichat is super polished and I use it all the time. I don't see why I would use anything else at this time.