monitor

Monitor operational targets and convert health signals into threshold-based status reports.

4|Updated Feb 23, 2026
One-click install
npx skills add https://github.com/npow/claude-skills --skill monitor-npow
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: monitor
Source: https://github.com/npow/claude-skills/tree/main/monitor
Command: npx skills add https://github.com/npow/claude-skills --skill monitor-npow

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill reduces the effort of monitoring services, pipelines, code, deployments, teams, and operational systems by gathering health data, comparing it with baselines, and producing actionable status reports.

Core Features & Use Cases

  • Multi-Source Monitoring: Check services, CI/CD systems, pipelines, deployments, ML workflows, repositories, dependencies, documentation, teams, and on-call operations.
  • Health Assessment: Collect exact metric values, compare them against thresholds and historical baselines, identify anomalies, and rate systems as healthy, degraded, or critical.
  • Recurring Checks and Alerts: Run monitoring cycles on a schedule and emit findings for critical conditions through configured notification channels.
  • Use Case: Ask the Skill to monitor a production API, and it will gather latency, error rate, throughput, and instance-count data, identify threshold breaches, and write a prioritized health report.

Quick Start

Use the monitor skill to health-check the production API named my-api and report its current latency, error rate, throughput, anomalies, and recommended actions.

Frequently Asked Questions about monitor

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

FAQPage Schema
How do I monitor service health and convert observability data into actionable reports?

Monitoring service health involves gathering observability data like latency and error rates, comparing values against baseline thresholds, and compiling findings into a prioritized status report with recommended actions.

Can I use this to check CI/CD pipelines and deployment health automatically?

Yes, you can check CI/CD pipelines and deployments automatically by running recurring monitoring cycles on a schedule to identify anomalies and emit critical alerts.

What is the best way to detect anomalies in production API metrics like throughput?

Anomaly detection in production API metrics requires collecting exact values for throughput and error rates, then comparing them against historical baselines to identify threshold breaches.

Does health monitoring work for ML workflows and code repositories?

Health monitoring applies to ML workflows, code repositories, dependencies, and documentation by gathering operational data and rating the systems as healthy, degraded, or critical.

How do I set up recurring health checks with critical-alert notifications?

Recurring health checks run monitoring cycles on a configured schedule and emit findings for critical conditions through configured notification channels.

What operational data do I need for incident response and anomaly detection?

Incident response and anomaly detection require source-specific observability data and baseline comparisons to identify threshold breaches and generate actionable health reports.