log-analysis

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INSTALLATION
npx skills add https://github.com/aj-geddes/useful-ai-prompts --skill log-analysis
Run in your project or agent environment. Adjust flags if your CLI version differs.

SKILL.md

Log Analysis

Table of Contents

  • [Overview](#overview)
  • [When to Use](#when-to-use)
  • [Quick Start](#quick-start)
  • [Reference Guides](#reference-guides)
  • [Best Practices](#best-practices)

Overview

Logs are critical for debugging and monitoring. Effective log analysis quickly identifies issues and enables root cause analysis.

When to Use

  • Troubleshooting errors
  • Performance investigation
  • Security incident analysis
  • Auditing user actions
  • Monitoring application health

Quick Start

Minimal working example:

// Good: Structured logs (machine-readable)

logger.info({

  level: 'INFO',

  timestamp: '2024-01-15T10:30:00Z',

  service: 'auth-service',

  user_id: '12345',

  action: 'user_login',

  status: 'success',

  duration_ms: 150,

  ip_address: '192.168.1.1'

});

// Bad: Unstructured logs (hard to parse)

console.log('User 12345 logged in successfully in 150ms from 192.168.1.1');

// JSON Format (Elasticsearch friendly)

{

  "@timestamp": "2024-01-15T10:30:00Z",

  "level": "ERROR",

  "service": "api-gateway",

  "trace_id": "abc123",

  "message": "Database connection failed",

  "error": {

    "type": "ConnectionError",

    "code": "ECONNREFUSED"

// ... (see reference guides for full implementation)

Reference Guides

Detailed implementations in the references/ directory:

Guide

Contents

Structured Logging

Structured Logging

Log Levels & Patterns

Log Levels & Patterns

Log Analysis Tools

Log Analysis Tools

Common Log Analysis Queries

Common Log Analysis Queries

Best Practices

✅ DO

  • Follow established patterns and conventions
  • Write clean, maintainable code
  • Add appropriate documentation
  • Test thoroughly before deploying

❌ DON'T

  • Skip testing or validation
  • Ignore error handling
  • Hard-code configuration values
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