error-detective

Analyze logs and stack traces to identify root causes of errors.

Updated Aug 23, 2026

Search Tags:#debugging #root cause #troubleshooting #stack trace #log analysis #error analysis #anomaly detection

One-click install

npx skills add https://github.com/drtonylove1963/pronetheia-os --skill error-detective-drtonylove1963

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: error-detective
Source: https://github.com/drtonylove1963/pronetheia-os/tree/main/plugins/categories/testing/error-detective
Command: npx skills add https://github.com/drtonylove1963/pronetheia-os --skill error-detective-drtonylove1963

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill quickly identifies the root causes of errors by analyzing logs, stack traces, and anomalies across distributed systems. It streamlines debugging and incident investigation, reducing the time spent on identifying elusive problems and preventing their recurrence.

Core Features & Use Cases

Log Analysis: Parses logs, extracts errors using regex, and identifies patterns across time windows and systems.
Error Correlation: Links errors across distributed systems, correlating them with deployments, changes, and cascading failures.
Root Cause Hypothesis: Develops and supports root cause hypotheses with evidence, suggesting immediate fixes and prevention strategies.
Use Case: Production logs are showing a spike in errors after a recent deployment, but the cause is unclear. This Skill can search logs for error patterns, correlate them across services, and identify the root cause hypothesis, providing actionable insights for a quick fix.

Quick Start

Use the error-detective skill to analyze the attached log files for error patterns and identify the root cause of recent application failures.