A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT

Prompt engineering is an increasingly important skill set needed to converse effectively with large language models (LLMs), such as ChatGPT. Second, it presents a catalog of patterns that have been applied successfully to improve the outputs of LLM conversations.

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• 1 Prompts are instructions given to an LLM to enforce rules, automate processes, and ensure specific qualities (and quantities) of generated output.
• 2 Prompts are also a form of programming that can customize the outputs and interactions with an LLM.
• 3 This paper describes a catalog of prompt engineering techniques presented in pattern form that have been applied to solve common problems when conversing with LLMs.

This research advances how AI systems learn, reason, and solve problems — with direct implications for automation and scientific discovery.

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