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Author

Chunqiang Hu

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Preprint Sep 2026

A Finger on the Scale: Covert Policy Steering through Agentic Skills

Reusable agent skills extend large language model (LLM) agents with task procedures, tool-use guidance, and output constraints. Yet these skills also act as externalized behavioral policies, which create a supply-chain risk: a third-party skill may preserve the declared task and valid output interface while covertly re...

Jia-Rui Li, Jia-Hao Chen, Chun-Yi Zhou et al. · 0 citations

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