Work2Skill: Capturing Human GUI Experience for Reusable Agent Skill Induction

Yuqi Huang, Hui Li, Yifei Cao +9

Computer-use agents can perform increasingly complex GUI tasks, yet unfamiliar software and workflows requiring human domain knowledge remain challenging. Human demonstrations conv…