#11 · Primary category： Prompt Engineering Tools
Prompt_Engineering
22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.
Project last updated：08/28/26
GitHub Stars
7.8K
Forks
1.0K
Contributors
8
License
Other
Why we included this project
Anyone starting to build with LLMs quickly learns that prompts decide how much you get out of the model, yet most people pick them up by trial and error. This collection walks through 22 prompt engineering techniques in Jupyter notebooks, so each idea comes with runnable code instead of just a description. It starts with the basics like structured templates and role prompting, then moves into the reasoning strategies that matter for harder problems: chain-of-thought, self-consistency, and tree-of-thought. That progression works both as a first tutorial and as a reference to revisit when you are deciding which technique fits the task at hand. The notebooks are learning material, not a deployable library, but the patterns translate directly into the prompts you would use in real applications.
Articles for this project
No articles for this project yet.
To suggest a topic or contribute an article, contact us.
Related projects in this category
awesome-nano-banana-pro-prompts
🍌 World's largest Nano Banana Pro prompt library — 10,000+ curated prompts with preview images, 16 languages. Google Gemini AI image generation. Free & open source.
prompt-master
A Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context and memory retention
chatgpt_system_prompt
A collection of GPT system prompts and various prompt injection/leaking knowledge.
awesome-nanobanana-pro
🚀 An awesome list of curated Nano Banana pro prompts and examples. Your go-to resource for mastering prompt engineering and exploring the creative potential of the Nano banana pro(Nano banana 2) AI image model.
awesome-gpt-image-2
🚀 World's largest GPT Image 2 prompt library, updated daily — 2000+ curated prompts with preview images, 16 languages. OpenAI's next-gen image model with pixel-perfect text rendering, cross-image consistency, and commercial-grade illustration. Free & open source.