Prime Agent makes IPython the model's only directly available tool, while exposing other tools through Python modules or runnable bash-like scripts.

“yeah like harness i use pi as the reference for everything because i think all other harnesses are basically just pi um but it is pi except we explicitly restrict ipython to be the only tool that's available to it every other tool gets loaded in as like a python module um or like a like a bash kind of script that it can”