Smarsh used the AWS Well-Architected Framework's Agentic AI Lens to review its first agentic workload. Because the lens is not yet selectable in the console, the team encoded it as a Claude skill that assessed all 150 best practices against the workload's GitHub repository and produced an evidence-backed review workbook in hours instead of days.