Weekly Alert Promotion Recommender

This agent does the meta-work of keeping alerting healthy. Weekly it correlates the prior week's log-pattern clusters in Axiom against actual incidents and on-call pages, then recommends which silent-but-meaningful patterns deserve a new alert and which noisy or never-fired alerts should be retired. The output is a tuning review, not just raw stats.

Use it when alert fatigue has set in: pages that nobody acts on, plus real failures that never alerted. It rebalances the alert set on a steady cadence so coverage tracks reality instead of drifting.

1. 1A weekly schedule triggers the run.
2. 2The agent queries Axiom for clustered pattern volumes and the list of alerts that fired during the week.
3. 3A logic step joins patterns to incidents to score each as under-alerted or over-alerted.
4. 4An LLM step writes promotion and retirement recommendations with the proposed Axiom alert query for each.
5. 5It posts a Slack review thread and opens Linear tasks for the accepted changes.