| title: GEAR | |
| emoji: ⚙️ | |
| colorFrom: gray | |
| colorTo: green | |
| sdk: static | |
| app_file: index.html | |
| short_description: Recursive self-improvement of LLM agent harnesses | |
| tags: | |
| - research | |
| - llm-agents | |
| - harness | |
| - self-improvement | |
| # GEAR | |
| **An Open General Evolutionary Architecture for Recursive Self-Improvement of LLM Agent Harness** | |
| Yehui Tang, Guanqi Zhu, Shao-Jun Xia, Xin Chen, Mengzhe Geng, Hongyang Du, and Yuhao Tang. | |
| [Paper PDF](gear.pdf) · [Project website](https://rsi-gear.github.io/) · [Source code](https://github.com/rsi-gear/gear) | |
|  | |
| This static Space presents the authors' original GIF and the October 26, 2026 paper. The PDF and GIF are included without modification. | |