snwfdhmp/awesome-gpt-prompt-engineering

A curated list of awesome resources, tools, and other shiny things for LLM prompt engineering.

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This is a curated collection of resources for anyone looking to get better at crafting instructions for AI models like ChatGPT. It brings together guides, techniques, and existing prompt examples to help you understand how to communicate effectively with AI. The ideal user is anyone who interacts with large language models and wants to improve the quality of the text or information they get back.

1,547 stars.

Use this if you want to learn how to write more effective prompts for AI models to achieve better, more accurate, or more creative outputs.

Not ideal if you are looking for ready-to-use software that automatically generates complex AI applications without needing to learn about prompting techniques.

AI communication large language models content generation AI interaction prompt optimization
No Package No Dependents
Maintenance 10 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 21 / 25

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Python

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Last pushed

Feb 23, 2026

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