@inproceedings{liu-etal-2026-skillrevise, title = "{SKILLREVISE}: Improving {LLM}-Authored Agent Skills via Trace-Conditioned Skill Revision", author = "Liu, Yuxuan and Su, Zhaochen and Xie, Lingyun and Zhang, Yuhao and Zong, Qing and Guo, Jiahe and Xie, Zhongwei and Ji, Yiyan and Yim, Yauwai and Luo, Hongyu and Ren, Xiyu and Chenyu, Ruan and Li, Haoran and Song, Yangqiu", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.991/", pages = "20923--20946", ISBN = "979-8-89176-462-0" }