skill-optimization

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   SkillOpt Tracing Backdoor Skill Formation in Text-Space Skill Optimization

   Research · since 9 Nov 2026

   Researchers demonstrated reference-feedback poisoning in text-space skill optimization, showing that malicious reference answers can induce persistent trigger-conditioned rules in agent skills. The attack succeeds without requiring direct access to the model weights or optimizer.

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