The Prompt Report: A Systematic Survey of Prompting Techniques is a comprehensive resource that offers a structured understanding of prompts, a taxonomy of prompting techniques, and a meta-analysis of the entire literature on natural language prefix-prompting.
It provides a robust vocabulary of 33 terms, a taxonomy of 58 text-only prompting techniques, and 40 techniques for other modalities.
https://arxiv.org/pdf/2406.06608
Latent Space podcast: The Ultimate Guide to Prompting
