@article{protocyclereflectivetoolaugmentedplannin, title = {ProtoCycle: Reflective Tool-Augmented Planning for Text-Guided Protein Design}, author = {Yutang Ge and Guojiang Zhao and Sihang Li and Zheng Cheng and Zifeng Zhao and Hanchen Xia and Guolin Ke and Linfeng Zhang and Zhifeng Gao and Yuguang Wang}, year = {2026}, eprint = {2604.16896}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.16896}, }