Advanced Prompts

I came across this letter doing the rounds online— a charming note to Santa complete with a full Amazon URL.

It’s not unlike how I imagine GPT interprets some of my requests.

I’ve been reading about prompt engineering — the idea that what one puts into an AI model tends to shape what one gets out.

There are over twenty advanced prompting techniques designed to get better results from ChatGPT. Evidently, spending a few extra minutes explaining what one actually wants to build leads to markedly better outcomes

The Prompt Architect Pro Custom GPT shared below is based on OpenAI’s Advanced Prompting Guide and recent research in the field. It turns any prompt into clear instructions that GPT is more likely to understand and act on.

Prompt Architect Pro

Prompt Architect Pro is a custom GPT built on OpenAI’s Advanced Prompting Guide and prompt engineering research that has over 20+ advanced prompting techniques that it’s trained on.

What it does:

  • Prompt Architect Pro takes any input and selects 3 of the best-fit advanced prompting frameworks from a library of 23 prompting techniques.

  • For example:

    • Socratic Questioning Prompt to Red Team decision

    • Tree-of-Thought Prompt for GTM strategy

    • Pre-Mortem Prompt to stress test investment decision

    • Self Consistency Prompt for TAM estimation

Why use it:

  • GPT’s response hinges on the quality of the input prompt. Taking a beat to think about the question leads to more precise results.

  • It gets the best responses from GPT by turning any question into a structured, advanced prompt.

Output:

  1. Explanation of The best GPT model to use for the workflow

  2. Two prompt options

  3. One bonus hybrid prompt that combines multiple advanced prompting techniques for deeper reasoning