Can I automate my deployment policy with this?

The skill includes error budget policy templates that provide logic for freezing non-critical changes or slowing down velocity when reliability targets are at risk.

Does this skill work with Prometheus and Grafana?

Yes, it provides specific PromQL queries, recording rules, and dashboard structures designed to be implemented directly in Prometheus and Grafana.

How does it help reduce alert fatigue?

It utilizes multi-window burn rate alerts, which combine short-term and long-term windows to ensure alerts only trigger for significant reliability threats, reducing false positives.

What is the difference between SLI, SLO, and SLA in this skill?

This skill treats SLIs as actual measurements (metrics), SLOs as internal reliability targets based on those metrics, and SLAs as the formal contracts with customers.

SLO Implementation Framework

Name: SLO Implementation Framework
Author: wshobson

bywshobson

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23,194

Analytics & Monitoring

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

About

The SLO Implementation skill provides a comprehensive framework for Site Reliability Engineering (SRE) practices within Claude Code, enabling users to define precise SLIs, set SLO targets, and calculate error budgets. It offers standardized implementation patterns for Prometheus recording rules, multi-window burn rate alerts, and Grafana dashboard structures, helping engineering teams balance innovation velocity with service stability by making data-driven decisions about deployment risks and reliability goals.

Key Features

Automated SLI definition for availability, latency, and durability
SLO target mapping with downtime calculation templates
Error budget calculation and policy enforcement logic
Prometheus recording and alerting rule generation
Multi-window burn rate monitoring to reduce alert noise
23,194 GitHub stars

Use Cases

Configuring advanced Prometheus alerting based on SLO burn rates
Establishing reliability targets for new or existing microservices
Implementing SRE error budget policies to manage deployment velocity

About

Key Features

Automated SLI definition for availability, latency, and durability
SLO target mapping with downtime calculation templates
Error budget calculation and policy enforcement logic
Prometheus recording and alerting rule generation
Multi-window burn rate monitoring to reduce alert noise
23,194 GitHub stars

Use Cases

Configuring advanced Prometheus alerting based on SLO burn rates
Establishing reliability targets for new or existing microservices
Implementing SRE error budget policies to manage deployment velocity