SkillOpt: Executive Strategy for Self-Evolving Agent Skills

by [unverified] · free · Last verified 2026-06-20T07:57:59.581Z

Agent skills today are hand-crafted, generated one-shot, or evolved through loosely controlled self-revision, none of which behaves like a deep-learning optimizer for the skill, and none of which reliably improves over its starting point under feedback. We argue the skill should instead be traine...