@article{nexforgescalingagentcapabilitiesthroughr, title = {NexForge: Scaling Agent Capabilities through Requirement-Driven Task Synthesis for LLMs}, author = {Jiarong Zhao and Zhikai Lei and Zhiheng Xi and Rui Zheng and Hang Yan and Jie Zhou and Qin Chen and Liang He}, year = {2026}, eprint = {2607.14186}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.14186}, }