@article{anomalyclawauniversalvisualanomalydetect, title = {AnomalyClaw: A Universal Visual Anomaly Detection Agent via Tool-Grounded Refutation}, author = {Xi Jiang and Yinjie Zhao and Zesheng Yang and Feng Zheng}, year = {2026}, eprint = {2605.10397}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.10397}, }