I'm not sure I follow, can you expand? Why would I want to go from shell to plain language? I don't have a use for an explanation of the shell command that I am aware of. I do sometimes enable a policy-tuned llm to add a non-deterministic check, especially when they try that "command didn't work, let me put it in a script and run that"

If this is in relation to removing the need for shell, my idea is more like inspecting common files like Makefile or package.json to extract and dynamically generate tools for the llm call.