log-analysis

aj-geddes/useful-ai-prompts · updated Apr 8, 2026

$npx skills add https://github.com/aj-geddes/useful-ai-prompts --skill log-analysis
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summary

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

skill.md

Log Analysis

Table of Contents

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

Discussion

Product Hunt–style comments (not star reviews)
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general reviews

Ratings

4.726 reviews
  • Anaya Liu· Dec 16, 2024

    Keeps context tight: log-analysis is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Daniel Harris· Dec 16, 2024

    log-analysis has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Noah Mensah· Sep 9, 2024

    Registry listing for log-analysis matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Piyush G· Sep 1, 2024

    log-analysis reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Omar Gill· Aug 28, 2024

    Useful defaults in log-analysis — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Shikha Mishra· Aug 20, 2024

    We added log-analysis from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Harper Singh· Jul 19, 2024

    We added log-analysis from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Rahul Santra· Jul 11, 2024

    Useful defaults in log-analysis — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Soo Abbas· Jun 10, 2024

    log-analysis reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Pratham Ware· Jun 2, 2024

    Registry listing for log-analysis matched our evaluation — installs cleanly and behaves as described in the markdown.

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