Given kubectl output and alerts, ranks probable causes and proposes the next safe diagnostic step — read-only commands only, never a mutation without a human.

Drafts blameless postmortems from a timeline and a channel export — impact, contributing factors, and actions with owners.

Reads a lockfile diff or an outdated report and plans the upgrade — order, breaking changes to read, and the smallest safe steps.