error-detective

Detect, correlate, and analyze errors in distributed systems.

Updated Aug 27, 2026

Search Tags:#debugging #root cause analysis #distributed systems #error analysis #anomaly detection #log correlation

Ready to run

npx skills add https://github.com/404kidwiz/claude-supercode-skills --skill error-detective-404kidwiz

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: error-detective
Source: https://github.com/404kidwiz/claude-supercode-skills/tree/main/error-detective-skill
Command: npx skills add https://github.com/404kidwiz/claude-supercode-skills --skill error-detective-404kidwiz

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps you diagnose and resolve complex errors in distributed systems by systematically analyzing logs, correlating events, and identifying root causes.

Core Features & Use Cases

Error Pattern Analysis: Identifies recurring error patterns across services and time.
Log Correlation: Links errors from different services to understand cascading failures.
Root Cause Discovery: Employs techniques like "5 Whys" to pinpoint the origin of issues.
Anomaly Detection: Sets baselines and alerts on deviations from normal behavior.
Use Case: When multiple services start failing intermittently, this Skill can trace the failure chain, identify the originating service, and suggest preventative measures.

Quick Start

Use the error-detective skill to analyze error logs from the 'api-service' and 'database-service'.

Frequently Asked Questions about error-detective

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

FAQPage Schema

How do I find the root cause of cascading failures across multiple distributed services?▼

To find the root cause of cascading failures in distributed systems, you need to correlate error logs across services. This Skill automates log correlation and traces the failure chain back to the originating service using systematic root cause analysis.

What is the best way to correlate logs for cross-service debugging?▼

Log correlation for cross-service debugging links error events from different services to identify dependencies and cascading failures. This Skill automates linking these logs across services and time to reveal the underlying failure chain.

How do I detect anomalies and recurring error patterns in distributed systems?▼

Anomaly detection in distributed systems works by setting behavioral baselines and alerting on deviations. This Skill identifies recurring error patterns across services and time, helping you spot deviations from normal system behavior.

Can I use systematic root cause analysis for intermittent errors in microservices?▼

Systematic root cause analysis for intermittent microservice errors applies techniques like the "5 Whys" to trace issues to their origin. This Skill uses this methodology to pinpoint the originating service and suggest preventative measures.

When do I need automated error analysis for distributed systems?▼

You need automated error analysis when multiple services fail intermittently and manual log inspection becomes unmanageable. This Skill automates event correlation, anomaly detection, and impact assessment to solve complex error patterns.

Does error analysis work without dedicated log aggregation infrastructure?▼

Error analysis typically requires centralized log data to correlate events across distributed services effectively. This Skill analyzes aggregated logs from services like your API and database to automate cross-service debugging and root cause discovery.