Smarsh turns the AWS Agentic AI Lens into a Claude skill
The point
Smarsh built a Claude skill from the AWS Agentic AI Lens, which exists only as documentation. It checked 150 best practices against a GitHub repository and produced a workbook in hours instead of days.
Why it matters
Builders can turn docs only checklists into skills instead of manual reviews.
Key details
- Lens covers 41 questions and six pillars: 90 High, 59 Medium, and 1 Low risk items
- With the skill, tests passed 16 of 16 expectations; without it, 8 of 16
- First review found no prompt injection screening and rate limiting as a TODO
Original ~8 min → 25 sec here Source: AWS Architecture Blog, Oct 28, 2026