slo-alert-tuner

name	slo-alert-tuner
description	Improve noisy, weak, or missing alert rules by inspecting SLOs, thresholds, burn-rate logic, and actionability. Use when alerting is too chatty or misses real issues.

SLO Alert Tuner

Overview

Improve noisy, weak, or missing alert rules by inspecting SLOs, thresholds, burn-rate logic, and actionability.

Core Workflow

1. Inspect the relevant diffs, configs, source files, or artifacts before forming a conclusion.
2. Compare the current state against repo conventions, expected guarantees, and known risk areas.
3. Prioritize the highest-impact gaps, regressions, or improvement opportunities instead of surface-level noise.
4. Recommend the smallest high-leverage changes and the checks that would validate them.

Deliver

• Ranked findings or improvement opportunities with clear evidence.
• The main risks, tradeoffs, or regressions that matter most.
• Validation steps or follow-up edits that would reduce risk.

Guardrails

• Lead with findings, not generic praise or low-value commentary.
• Use repo evidence and surrounding context instead of reviewing in isolation.
• Flag missing validation when a recommendation depends on behavior you could not confirm.
• Do not deploy, apply, rotate, or mutate live infrastructure unless the user explicitly asks for it.