Question 1

Q. Does this prompt work for ChatGPT or other AIs besides Gemini?

Accepted Answer

A. Yes, you can use it almost exactly as is. You can expect the same effect in most generative AIs like ChatGPT, Claude, and Copilot.
However, tone or output length might vary slightly by model, so I recommend adjusting the One-shot example once for each AI.

Question 2

Q. Should I really care this much about prompts? Can't I just run it multiple times?

Accepted Answer

A. Running it multiple times is one way, but your time and stress increase along with it. The core of this post isn't "write long prompts," but "reduce questions that spin their wheels."
Just throwing the Goal first and asking for only the Next Action noticeably reduces the retry count. It's faster in the end.

Question 3

Q. Does the self-criticism prompt make AI admit its mistakes?

Accepted Answer

A. It's not perfect, but it's much better than just letting it slide. Even if the AI can't discover errors on its own, receiving an instruction to "review" makes it reconstruct the answer in a way that supplements lacking logic.
The effect is especially large in tasks where structure is important, like strategies, planning, and explanatory texts.

How to

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