SkillOpt: Executive Strategy for Self-Evolving Agent Skills

Join us to explore SkillOpt, a framework that treats an agent’s skill as a trainable state rather than static prompt text. We’ll discuss how agent rollouts can drive bounded, validation-gated edits such as adding, removing, or replacing skill content, to improve reliability while keeping deployment-time inference unchanged. The session will cover the paper’s optimization strategy, safeguards against unproductive revisions, and the practical implications of transferable, self-evolving skills for agentic systems.

Slides for past meetups posted: Github
Recordings posted at: YanAITalk
Feel free to reach out if you want to present at upcoming meetups!

Note: You must have a Zoom account to login (free account is sufficient). Zoom Link will be posted to the event page one day before the meetup.