Comment by keeganpoppen

what exactly do you want the llm to do here? if the ask was so unambiguous and simple that it could be reliably generated, then the interface wouldn't be so complicated to use in the first place! LLMs are not in any way best suited for one-shot prompt => perfect output, and expectations to that effect are extremely unreasonable. the reason why LLMs are still hard for beginners to use is because the software is hard to use correctly. as with LLM output goes life itself: the results you get from using a tool can only ever be as good as the (mental) model used to choose that tool & the inputs to begin with. if all the information required to generate the output were contained by the initial prompt, then there would be absolutely no need to use the LLM at all in the first place.