#100 · Primary category： Prompt Engineering Tools
Instructgpt-prompts
Instruction-based prompts for generating and classifying text.
Project last updated：11/13/25
GitHub Stars
537
Forks
57
Contributors
2
License
MIT
Why we included this project
Writing good prompts is often the slowest part of working with GPT-3.5, GPT-4, or ChatGPT, and this repo collects ready-made instructions so you do not have to start from a blank line. The prompts split into two kinds of work: generating text and classifying it, and the collection is especially useful for zero-shot work, where a well-worded instruction can replace fine-tuning for many classification and generation cases. You can take one and adapt it to your data before using it in your own calls. It is also worth a look just to study how other people phrase instructions; reading a few well-structured examples tends to teach more about prompt design than trial and error does.
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