x-zheng16/JustAsk

52 stars · Last commit 2026-05-08

[ICML 2026] JustAsk: Curious Code Agents Reveal System Prompts in Frontier LLMs | Verified on Claude Code | Autoresearch for System Prompt Extraction

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# JustAsk

### Curious Code Agents Reveal System Prompts in Frontier LLMs

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<p align="center">
  <a href="https://arxiv.org/abs/2601.21233"><img src="https://img.shields.io/badge/arXiv-2601.21233-b31b1b.svg" alt="arXiv"></a>
  <a href="https://icml.cc/Conferences/2026"><img src="https://img.shields.io/badge/ICML-2026-1f6feb.svg" alt="ICML 2026"></a>
  <a href="https://x-zheng16.github.io/System-Prompt-Open/"><img src="https://img.shields.io/badge/Gallery-System_Prompt_Open-22D3BB.svg" alt="Gallery"></a>
  <a href="https://opensource.org/licenses/MIT"><img src="https://img.shields.io/badge/License-MIT-yellow.svg" alt="License"></a>
  <a href="https://www.python.org/downloads/"><img src="https://img.shields.io/badge/Python-3.11+-blue.svg" alt="Python"></a>
</p>

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  <a href="https://github.com/x-zheng16/JustAsk/stargazers"><img src="https://img.shields.io/github/stars/x-zheng16/JustAsk?style=social" alt="Stars"></a>
  <a href="https://github.com/x-zheng16/JustAsk/network/members"><img src="https://img.shields.io/github/forks/x-zheng16/JustAsk?style=social" alt="Forks"></a>
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