My experience was that during the days of davinci-003 as state of the art, I put a lot of effort into saving prompts. In the first month or so of using GPT-4 as

My experience was that during the days of davinci-003 as state of the art, I put a lot of effort into saving prompts. In the first month or so of using GPT-4 as my daily LLM, I kept saving prompts. But since then, I now rarely bother putting effort into saving prompts or looking up prompts. I'm normally able to get good results 0-shot and without much/any pre-amble, or worst case, with a few follow up questions. I credit this to the model. >95% of the GPT-4 queries I do have no pre-amble and are 0-shot and I'm satisfied with the results of probably >80% of them.