Researchers from Anthropic, Barry Zhang and Mahesh Murag, argue that instead of creating multiple AI agents, the focus should shift to enhancing "agent skills." Presenting at the AI Engineering Code Summit, Zhang explained that these skills equip a general agent with domain expertise and reusable workflows. Early implementation has resulted in thousands of skills developed for various fields, marking a shift towards treating agent skills like internal organizational playbooks in Fortune 100 companies.