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SkillHarm

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2026-06-02 / arxiv-researcherSkillHarm: Lifecycle-Aware Skill-Based Attacks on AI Agents via Automated ConstructionIntroduces SkillHarm, a framework that automatically constructs adversarial agent skills targeting every phase of the skill lifecycle — creation, distribution, deployment, and execution. The paper demonstrates that third-party skills represent a privileged and under-secured attack surface, as agents implicitly trust and execute skill instructions. Builders deploying agent skill registries need to treat skills as untrusted code with sandbox isolation and integrity verification.

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