monitor

Set up structured logging, health probes, and optional metrics endpoints.

Updated Feb 13, 2026

Search Tags:#debugging #monitoring #logging #metrics #observability #health check

Ready to run

npx skills add https://github.com/g-zenr/relay-api --skill monitor-g-zenr

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: monitor
Source: https://github.com/g-zenr/relay-api/tree/main/.claude/skills/monitor
Command: npx skills add https://github.com/g-zenr/relay-api --skill monitor-g-zenr

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps establish robust observability for applications, ensuring reliable operation through structured logging, health checks, and metrics.

Core Features & Use Cases

Structured Logging: Implements consistent, informative logging across modules.
Health & Readiness Probes: Verifies service status and external resource connectivity.
Request Logging: Captures request details for debugging without sensitive data.
Metrics Endpoint: Optionally exposes performance metrics for monitoring systems.

Quick Start

Configure structured logging and verify the health endpoint is operational.

Frequently Asked Questions about monitor

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

FAQPage Schema

How do I set up structured logging for application debugging?▼

Structured logging provides consistent, informative log entries across modules for effective application debugging. It captures request details without sensitive data, enabling reliable monitoring and faster issue resolution in production environments.

What is the best way to implement health and readiness probes?▼

Health and readiness probes verify service status and external resource connectivity to implement reliable system monitoring. They ensure your application only receives traffic when fully operational and dependencies are reachable.

Can I expose performance metrics for external monitoring systems?▼

Yes, you can optionally expose performance metrics through a dedicated metrics endpoint for external monitoring systems. This allows observability platforms to scrape and analyze application performance data continuously.

Does this approach to observability require specific dependencies?▼

No specific dependencies are required to establish this observability approach. It implements structured logging, health probes, and optional metrics natively, requiring only adherence to logging best practices and integration with health check endpoints.

How do I verify my health check endpoint is operational?▼

To verify your health check endpoint is operational, configure structured logging and test the endpoint response. The probe should validate service status and external resource connectivity to confirm reliable application monitoring.