A few months ago, I wrote an article celebrating a significant milestone for a project I started: reaching over 12,000 stars on GitHub. I was genuinely thankful for the unexpected level of interest…

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A GitHub repository collecting system prompts from AI tools has grown from 12,000 to 70,000 stars, becoming a collaborative library for understanding AI behavior. System prompts are configuration files that define AI model behavior, personality, and ethical boundaries before user interaction. The project provides transparency into how popular AI tools like Cursor work, but raises dual-use concerns as the same information could help both developers build better AI and malicious actors bypass safety features. The author advocates for transparency over security through obscurity, believing an informed community is the best defense. Future plans include better organization, quality control, and expanded security resources.

The Open Source Project That Became an Essential Library for Modern AI Engineering

The Blueprint of AI Behavior: What is a System Prompt?

From Collection to Collaborative Library: The Project’s Evolution

The Double-Edged Sword: Acknowledging the Risks of Transparency

The Next Steps: Building a Responsible Resource

Didn’t know such a big bag of system prompts was available in open source. Really needed this one. Thanks for the resource.

Thank you for sharing. This is a fantastic learning tool.

Did not know either that this existed. This really is an amazing ressource, thanks for sharing !