observability-logging

Integrate logs with metrics, traces, alerts, and dashboards for system observability.

4|2|Updated Feb 26, 2026

Search Tags:#dashboards #logging #metrics #observability #tracing #alerting #slo

Ready to run

npx skills add https://github.com/wojons/skills --skill observability-logging-wojons

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: observability-logging
Source: https://github.com/wojons/skills/tree/main/skills/observability-logging
Command: npx skills add https://github.com/wojons/skills --skill observability-logging-wojons

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps build comprehensive observability strategies by integrating logs with metrics, traces, alerts, and dashboards, enabling deep system understanding and operational excellence.

Core Features & Use Cases

Log-Driven Metrics: Extract metrics like error rates and latency directly from logs.
Log-Enhanced Tracing: Enrich traces with log context for complete request understanding.
Unified Dashboards: Create dashboards that combine logs, metrics, and traces for a holistic view.
SLO Monitoring: Implement Service Level Objective monitoring using log-derived metrics and burn rate alerts.
Use Case: When an API is experiencing high error rates, use this Skill to correlate specific error logs with corresponding trace data and performance metrics to quickly pinpoint the root cause.

Quick Start

Use the observability-logging skill to create a Grafana dashboard for your API, auth, and database services.

Frequently Asked Questions about observability-logging

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

FAQPage Schema

How do I integrate logs with metrics and traces for comprehensive system observability?▼

Unified dashboards combine logs, metrics, and traces to provide a holistic view of system health. They consolidate log-driven metrics, log-enhanced tracing, and SLO monitoring into a single visualization for detailed system analysis.

How do I monitor Service Level Objectives using log-derived metrics?▼

You monitor Service Level Objectives by implementing SLO monitoring using log-derived metrics and configuring burn rate alerts. This allows SREs and DevOps to track operational excellence and trigger incident response when error rates spike.

What is the best way to correlate error logs with trace data for root cause analysis?▼

The best way to perform root cause analysis is to correlate specific error logs with corresponding trace data and performance metrics. This unified observability approach quickly pinpoints the underlying causes of high API error rates.

Can I use this approach to create a Grafana dashboard for API and database services?▼

Yes, you can create a Grafana dashboard for your API, auth, and database services. This unified visualization integrates logs, metrics, and traces, enabling SREs and platform engineers to achieve operational excellence through detailed analysis.