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arxiv_agent_systems_research ยท Oct 19, 2026 ยท paper

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EvoSkill v2: Fully Agentic Skill Evolution from Benchmark Adaptation to a Stateful Evolver

arxiv.orgOct 19, 2026
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EvoSkill v2 is a three-agent system that edits the instructions (skills) an agent is given, leaving its model and harness intact. The user starts a run by describing a benchmark and supplying a grader, which a benchma...

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