sla-monitor-generator

SLOs define reliability targets for your services using SLIs (Service Level Indicators) and track error budgets—the acceptable failure window before breaching your target. This Skill generates Prometheus alerting rules and configurations that measure metrics like availability and latency, then alert when burn rates threaten your quarterly error budget.

Burn-rate alerts detect when services are consuming error budget too quickly, triggering faster than threshold breaches alone. This Skill generates multi-window burn-rate alert rules for Alertmanager that fire when your service burns through budget at unsustainable rates, letting you respond before SLO violations occur.

Yes. This Skill produces deployment-ready YAML configurations for Prometheus scrape rules and Alertmanager alert definitions that integrate directly into existing monitoring stacks. It works within standard Prometheus ecosystems without requiring additional platforms or tools.

SLIs measure user-centric reliability through specific metrics—HTTP success rates for availability, response time percentiles for latency, error rates for faults. This Skill translates your metric targets and time windows into SLI definitions and corresponding Prometheus queries that feed SLO calculations.

Specify your service metrics (availability, latency, error rate), SLO targets (e.g., 99.9%), time windows (30-day periods), and budget thresholds. This Skill converts these criteria into complete YAML/Prometheus alert rules and SLO definitions ready for deployment.