> It takes at most one sentence in the prompt to get them to act this way.
What is this one sentence you are using?
I am struggling to elicite clarification behavior form llms
What is your domain and what assumptions are they making that they should be asking you for? Have you tried multiple models?
"Any questions before you start coding?"