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metadata
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 · Project website · Source code

GEAR overview

This static Space presents the authors' original GIF and the October 26, 2026 paper. The PDF and GIF are included without modification.