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slo-optimize

Official

Data-driven SLO optimization and guidance.

Data & Analytics#timeline#observability#data-analysis#recommendations#slo#burn-rate
Authorgrafana
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Analyzes SLO timeline data to identify trends, computes statistics over the last 28 days, and generates advisory recommendations backed by concrete metrics to help teams improve reliability without directly altering SLO definitions.

Core Features & Use Cases

  • 28-day timeline analysis with mean, min, max, and standard deviation to understand SLI behavior.
  • Current-status assessment including SLI value, remaining budget, burn rate, and 1-hour/1-day snapshots to quantify risk.
  • Actionable recommendations across objective tuning, alerting adjustments, groupByLabels enhancement, and window changes to stabilize service performance.
  • Use Case: A team wants to balance reliability with feature velocity by tuning their SLOs based on observed trends and burn-rate projections.

Quick Start

Provide an SLO UUID to gcx to generate a data-driven optimization plan and review the generated recommendations.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: slo-optimize
Download link: https://github.com/grafana/gcx/archive/main.zip#slo-optimize

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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