@article{skillzipevaluationfreeskillcompressionfo, title = {SkillZip: Evaluation-Free Skill Compression for Self-Evolving Agents by Discovering Reusable Structure}, author = {Xiaofan Bai and Hongqiang Lin and Chao Liu and Yantao Zhang and Xuan Jin and Xipeng Cao and Yuhong Li}, year = {2026}, eprint = {2608.11079}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.11079}, }