- Pull every meeting transcript, design doc, ticket, and Slack thread involving the person over the lookback period.
- Read each to extract decisions led, with scope (small / cross-team / company-wide).
- Identify cross-team impact by searching for the person's name in other teams' artifacts.
- Search peer interactions for credit, dependence, or mentorship signals.
- Cross-reference customer/account impact — which deals, incidents, or shipped features they touched.
- Map each piece of evidence to the target-level rubric (autonomy, judgment, mentorship, etc.).
- Compose the packet with citations.
~180k tokens