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prometheus-monitoring

Query and analyze Prometheus metrics via MCP-server for network device diagnosis.

Updated Feb 28, 2026
Search Tags:#monitoring#telemetry#prometheus#promql#audit-trail#network-metrics#metrics-discovery
One-click install
npx skills add https://github.com/dgethings/netclaw --skill prometheus-monitoring-dgethings
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prometheus-monitoring
Source: https://github.com/dgethings/netclaw/tree/main/workspace/skills/prometheus-monitoring
Command: npx skills add https://github.com/dgethings/netclaw --skill prometheus-monitoring-dgethings

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Prometheus Monitoring provides network engineers with a consistent way to access, query, and interpret Prometheus data, enabling faster diagnosis of performance issues and capacity signals.

Core Features & Use Cases

  • Instant and range PromQL queries to monitor device performance and utilization
  • Metric discovery, metadata retrieval, and target health checks for proactive troubleshooting
  • Audit-trail logging of all queries and findings to support compliance and post-incident analysis
  • Use cases include live monitoring, alert investigations, and capacity planning across distributed targets

Quick Start

Run a quick health check by querying a representative metric against your Prometheus server.

Frequently Asked Questions about prometheus-monitoring

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

FAQPage Schema
How do I query Prometheus metrics to diagnose network device performance?▼

You can query Prometheus metrics by executing instant and range PromQL queries to monitor network device performance, utilization, and target health across SNMP-exported targets.

What is the best way to investigate alerts using PromQL metric discovery?▼

PromQL metric discovery and metadata retrieval allow you to identify relevant performance signals and check target health to proactively troubleshoot active network alerts.

Can I use this for capacity planning across remote clusters?▼

Yes, you can analyze telemetry data and run range queries across distributed SNMP-exported targets and remote clusters to support capacity planning requirements.

Does querying Prometheus with this approach provide an audit trail for compliance?▼

Yes, the system logs an audit trail of all queries and findings to support compliance requirements and post-incident analysis after network performance investigations.

Do I need write access to run PromQL queries against my monitoring server?▼

No, the framework satisfies requirements for read-only PromQL access, allowing you to execute instant and range queries and perform metric discovery without write permissions.

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