Advanced Prompting

cheatsheets

chained prompting, never be satisfied with first answer. always loop around, ask differently, get gpt3.5 to do easy stuff and gpt-4 to do heavy lifting

Give a sample answer

The less effort you put into formulating the ChatGPT prompt, the less effort the AI seems to put into it. Such open-ended “zero-shot prompts” often produce unsatisfactory results because the AI has to make too many decisions.

how to format output

give answer examples

self criticism (Agent logic)

use strong verbs, order it instead of asking it. "Stay in role"

zero-shot chain of thought.

To use this technique, all you need do is append the words:

“let’s think step by step”, or

“thinking aloud”

At the end of your prompt!