log-analysis▌
aj-geddes/useful-ai-prompts · updated Apr 8, 2026
Logs are critical for debugging and monitoring. Effective log analysis quickly identifies issues and enables root cause analysis.
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)- No comments yet — start the thread.
Ratings
4.7★★★★★26 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.
showing 1-10 of 26