The agent learned to say what it could not see

I used a Figma review to inspect PDP and legacy layouts for layer naming, responsive sizing, variables, and typography. The report turned the findings into code-generation actions, not a vague list of best practices. It also recorded which color and type bindings the available metadata could not verify. The agent had to separate observation from inference, so the client team could act on what was proven and check the rest themselves.