SkillSandbox: Skill Verification via Dynamic Scenario Synthesis
Self-evolving agents distill task-solving experience into skills for future reuse, but these skills can encode incorrect procedures or non-transferable knowledge. It is therefore critical to verify each skill's reusability: whether its guidance remains useful beyond the experience from which it was distilled. Such veri...
Serin Kim, Kwangwook Seo, Dok-Yung Song et al.
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