prometheus-monitoring
Set up Prometheus monitoring for applications with custom metrics, scraping configurations, and service discovery. Use when implementing time-series metrics collection, monitoring applications, or building observability infrastructure.
What this skill does
# Prometheus Monitoring
## Table of Contents
- [Overview](#overview)
- [When to Use](#when-to-use)
- [Quick Start](#quick-start)
- [Reference Guides](#reference-guides)
- [Best Practices](#best-practices)
## Overview
Implement comprehensive Prometheus monitoring infrastructure for collecting, storing, and querying time-series metrics from applications and infrastructure.
## When to Use
- Setting up metrics collection
- Creating custom application metrics
- Configuring scraping targets
- Implementing service discovery
- Building monitoring infrastructure
## Quick Start
Minimal working example:
```yaml
# /etc/prometheus/prometheus.yml
global:
scrape_interval: 15s
evaluation_interval: 15s
external_labels:
cluster: production
alerting:
alertmanagers:
- static_configs:
- targets: ["localhost:9093"]
rule_files:
- "/etc/prometheus/alert_rules.yml"
scrape_configs:
- job_name: "prometheus"
static_configs:
- targets: ["localhost:9090"]
- job_name: "node"
static_configs:
- targets: ["localhost:9100"]
- job_name: "api-service"
// ... (see reference guides for full implementation)
```
## Reference Guides
Detailed implementations in the `references/` directory:
| Guide | Contents |
|---|---|
| [Prometheus Configuration](references/prometheus-configuration.md) | Prometheus Configuration |
| [Node.js Metrics Implementation](references/nodejs-metrics-implementation.md) | Node.js Metrics Implementation |
| [Python Prometheus Integration](references/python-prometheus-integration.md) | Python Prometheus Integration |
| [Alert Rules](references/alert-rules.md) | Alert Rules |
| [Docker Compose Setup](references/docker-compose-setup.md) | Docker Compose Setup |
## Best Practices
### ✅ DO
- Use consistent metric naming conventions
- Add comprehensive labels for filtering
- Set appropriate scrape intervals (10-60s)
- Implement retention policies
- Monitor Prometheus itself
- Test alert rules before deployment
- Document metric meanings
### ❌ DON'T
- Add unbounded cardinality labels
- Scrape too frequently (< 10s)
- Ignore metric naming conventions
- Create alerts without runbooks
- Store raw event data in Prometheus
- Use counters for gauge-like values
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