What is the difference between SLIs, SLOs, and SLAs in this skill?

SLIs (Service Level Indicators) are the actual measurements of your service. SLOs (Service Level Objectives) are the internal targets you aim to meet. SLAs (Service Level Agreements) are the external contracts with customers.

Can I generate Prometheus-specific rules using this skill?

Yes, the skill provides specific PromQL templates for recording rules, compliance calculations, and burn rate alerting.

How does the error budget policy help with development?

It provides a clear framework for decision-making: if the error budget is exhausted, the policy suggests focusing on reliability; if budget remains, the team can maintain high development velocity.

Does this skill help with alert fatigue?

Yes, it implements multi-window burn rate alerts, which are specifically designed to reduce noise and false positives by looking at both short-term and long-term error trends.

SLO Implementation Framework

Name: SLO Implementation Framework
Author: HermeticOrmus

byHermeticOrmus

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Analytics & Monitoring

Defines and implements measurable reliability targets using Service Level Indicators (SLIs) and Service Level Objectives (SLOs).

This skill provides a comprehensive Site Reliability Engineering (SRE) framework for Claude Code, enabling developers to establish precise reliability targets. It guides users through defining SLIs, setting SLOs, and managing error budgets to effectively balance innovation velocity with system stability. By providing ready-to-use Prometheus recording rules, alerting configurations, and Grafana dashboard patterns, it helps teams implement proactive observability that measures actual user-perceived performance rather than just raw infrastructure metrics.

Key Features

01Prometheus recording and alerting rule generation

02Standardized SLI/SLO/SLA hierarchy and definitions

03Grafana dashboard structure and PromQL query examples

04Error budget calculation and policy templates

05Multi-window burn rate alert configurations

062 GitHub stars

Use Cases

01Establishing internal reliability targets for production microservices

02Implementing error budget policies to manage feature release velocity

03Setting up proactive observability alerts based on user-perceived latency and availability

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add hermeticormus/libreuiux-claude-code slo-implementation

For use in Claude.ai and ChatGPT

Download Skill