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Chenxu Zhang, Zhou Liu, Wu Xin, Wentao Zhang

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SkillLifeBench: Benchmarking Security Across the Lifecycle of Agent Skills

Year: 2026 • Source: arxiv.org • Listed PDF

Web agents reuse skills whose stored code, selected version, and loaded implementation can diverge across tasks and updates. SkillLifeBench links these states to task outcomes in 388 paired scenarios spanning implementat...