Article:Liyan Tang, Cyrus Rashtchian, Chun-Sung Ferng, Andrew Tomkins, Da-Cheng Juan, Tu Vu
WikiSkill: Compiling Agent Experience into Persistent Knowledge for Skill Evolution
This research paper introduces WikiSkill, a framework that co-evolves AI agent skills alongside a persistent knowledge base (wiki). By disentangling raw execution experience, accumulated knowledge, and executable skills, WikiSkill enables systematic reuse of insights across iterations.
From X post: Google Research: Knowledge Wikis for Evolving AI Agent Skills