Comment by DrScientist

OK - so in the case of text interface to a constrained tool, you are effectively mapping free text down to some underlying set of function calls and parameters, and you could ask the tools to describe those.

For more general AI tools, I guess it becomes harder to give a succinct description - and so that's still a bit trial and error ( even if you have good feedback ).