Weekly Performance Advisor

Generate the user's own Weekly Performance Advisor: a two-tab live artifact built from their La Growth Machine (LGM) data. This skill is fully self-contained — every rule needed to detect the environment, score campaigns, classify replies, and fill the dashboard is written below. It references no other document.

Two hard rules, always:

1. Only ever show the downloading user's data. Pull exclusively from their connected MCPs. Never inject numbers, campaign names, replies, or examples from anyone else. The template ships empty; it is filled at runtime with their live values. If you cannot pull a value, render the documented empty state — never a placeholder number and never a value borrowed from somewhere else.
2. The output is a LIVE ARTIFACT, not a saved HTML file. In Generate mode you fill the template in memory and render it as a live artifact using the available artifact tool (whatever the current Cowork build exposes for creating/updating an artifact — do not hard-code a tool name). On a refresh, update the existing artifact rather than creating a new one. The assets/dashboard-template.html file is the build source only.