For developers, researchers, and AI enthusiasts looking to harness the power of large language models, a well-crafted prompt is paramount. Fortunately, the open-source community on GitHub has curated extensive collections of prompts for various models and tasks. After a thorough review of numerous repositories, we have compiled a list of the top 10 most popular prompt collection projects, ranked by their number of stars.
This list showcases a diverse range of projects, from comprehensive guides on prompt engineering to specialized collections for academic writing, and system prompts for customizing AI behavior. Whether you are a seasoned professional or just starting, these repositories offer invaluable resources to enhance your interactions with AI.
Here are the top 10 prompt collection GitHub projects with the most stars:
| Rank | Project Name | Stars | Description |
|---|---|---|---|
| 1 | dair-ai/Prompt-Engineering-Guide | 39.9k | A comprehensive guide to prompt engineering with guides, papers, lectures, and notebooks. |
| 2 | f/awesome-chatgpt-prompts | 97.5k | A curated list of awesome ChatGPT prompts to help users get the most out of ChatGPT. |
| 3 | x1xhlol/system-prompts-and-models-of-ai-tools | 15.3k | A collection of system prompts and models for various AI tools and agents. |
| 4 | linshenkx/prompt-optimizer | 3.5k | A repository for optimizing prompts for large language models. |
| 5 | anthropics/prompt-eng-interactive-tutorial | 2.6k | An interactive tutorial for learning prompt engineering with Claude. |
| 6 | ahmetbersoz/chatgpt-prompts-for-academic-writing | 7.4k | A collection of prompts specifically designed to assist with academic writing. |
| 7 | langgptai/awesome-claude-prompts | 1.1k | A curated list of prompts for Anthropic’s Claude. |
| 8 | PickleBoxer/dev-chatgpt-prompts | 1.4k | A collection of prompts for developers using ChatGPT. |
| 9 | mustvlad/ChatGPT-System-Prompts | 1.1k | A collection of system prompts to customize the behavior of ChatGPT. |
| 10 | sindresorhus/awesome-chatgpt | 6.5k | A curated list of awesome ChatGPT resources, including a section on prompts. |