SLO Optimizer

Analyze SLO timeline trends, compute statistics over the past 28 days, and generate advisory recommendations backed by real metric values. Never modify SLO definitions directly — route to slo-manage when the user wants to apply a recommendation.

Core Principles

1. Use gcx commands exclusively — do not call Grafana APIs directly.
2. Trust the user's expertise — skip explanations of what SLOs or burn rates are.
3. Use -o json for agent processing of structured output; default format for user display.
4. Show graph output for timeline data so the user can see the trend visually.
5. Every recommendation MUST include supporting data (current values, projected values, or historical comparisons). No generic advice without numbers.
6. This skill is advisory only. Route to slo-manage for any changes the user wants to apply.

Prerequisites

gcx configured with a context pointing to the target Grafana instance.