An Agentic Harness for Skill-Evolving Image Generation Workflows

Published in Preprint, 2026

We present an agentic harness that enables skill-evolving image generation workflows. The system autonomously develops and refines image generation skills through an agent-based framework, enabling continuous improvement of generation quality and capability without manual intervention.

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Recommended citation: Zongxia Li*, Dawei Liu*, Jingxi Chen, Xiyang Wu, Lichao Sun, et al. (2026). "An Agentic Harness for Skill-Evolving Image Generation Workflows." Preprint.
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