sla-monitor-generator

Generate Prometheus/Alertmanager SLO monitoring configurations from reliability targets.

7|2|Updated Nov 9, 2025
One-click install
npx skills add https://github.com/Prompt-or-Die-Labs/hyper-forge --skill sla-monitor-generator-prompt-or-die-labs
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: sla-monitor-generator
Source: https://github.com/Prompt-or-Die-Labs/hyper-forge/tree/main/.claude/skills/sla-monitor-generator
Command: npx skills add https://github.com/Prompt-or-Die-Labs/hyper-forge --skill sla-monitor-generator-prompt-or-die-labs

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you define Service Level Objectives (SLOs) and turn them into concrete monitoring and alerting rules so you can manage reliability and error budgets instead of reacting after outages.

Core Features & Use Cases

  • SLO/Semantic SLIs definition: Translate reliability goals into measurable SLIs (availability, latency, and error rate) over a specified time window.
  • Alerting for burn-rate risk: Produce Prometheus Alertmanager rules that detect fast error-budget consumption before an SLO breach happens.
  • Operational best practices: Encourage user-experience-driven SLIs, realistic targets, continuous error-budget tracking, and periodic review.

Quick Start

Provide your service metrics, desired SLO targets, and evaluation window, then ask the skill to generate the corresponding Prometheus SLO definitions and Alertmanager burn-rate alert rules.

Frequently Asked Questions about sla-monitor-generator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate Prometheus alert rules for error budget burn rate?

Error budget burn rate alerts trigger when fast error-budget consumption risks an SLO breach. This approach maps semantic SLIs like availability, latency, and error rate into Prometheus Alertmanager rules for early warning before outages occur.

How do I define SLIs for availability and latency monitoring in Prometheus?

You define SLIs for availability and latency monitoring by translating reliability goals into measurable metrics over a specified time window. This process generates YAML-ready SLO examples that map service targets directly to Prometheus evaluation rules.

Can I use this to create SLO configurations for production services without existing dependencies?

Yes, you can create SLO configurations for production services without external dependencies. The process generates YAML-ready SLO examples and Alertmanager rules by applying operational best practices directly to your service metrics and desired targets.

What is the best way to manage SLOs and error budgets instead of reacting to outages?

The best way to manage SLOs and error budgets is to define measurable SLIs and map them to Prometheus Alertmanager rules. This tracks error-budget consumption and provides early warning alerts before reliability targets are breached.

Does SLO monitoring work with a fixed evaluation window for error rate tracking?

Yes, SLO monitoring works with a fixed evaluation window for error rate tracking. You specify the time window alongside service metrics and reliability targets to generate Prometheus rules that continuously track error-budget consumption.