SkillSandbox: Skill Verification via Dynamic Scenario Synthesis.

arXiv:2610.10088v1 Announce Type: new Abstract: 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 r