It exports working artifacts, not only recommendations.

Creates a working dashboard prototype from a metrics brief instead of only describing analytics advice.
Exports a data/spec contract so another agent can wire real metrics later.
Keeps the dashboard local-only and suitable for founders without analytics engineering overhead.

Boundary: Not analytics certification, attribution proof, bot fingerprinting, or legal privacy advice.