SkillSentry: Adaptive Honey Worlds for Dynamic Safety Testing of Agent Skills

Nizhang Li, Zonghao Ying, Xiangfan Wu +7

External skills extend the capabilities of large language model agents, but also introduce an execution-time attack surface: a skill that appears benign under inspection may reveal…