investigate

Analyze logs, stack traces, and system info to determine root causes of errors.

Updated Mar 27, 2026

Search Tags:#root cause #bug fixing #debug #error analysis #log investigation

Ready to run

npx skills add https://github.com/BaGyun0107/harness-starterkit --skill investigate-bagyun0107

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: investigate
Source: https://github.com/BaGyun0107/harness-starterkit/tree/main/.agents/skills/gstack-investigate
Command: npx skills add https://github.com/BaGyun0107/harness-starterkit --skill investigate-bagyun0107

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps identify the underlying reasons for software issues, preventing quick fixes that don't address the real problem.

Core Features & Use Cases

Root Cause Investigation: Guides the debugging process through investigation, analysis, hypothesizing, and implementing fixes.
Proactive Troubleshooting: Use when errors, stack traces, or unexpected behavior appear, to pinpoint the root cause before making changes.
Use Case: When a server returns error 500, run this Skill to analyze logs, stack traces, and system states to find what caused the failure.

Quick Start

Ask the AI to run root cause analysis on the latest bug report or error log file to identify what went wrong and how to fix it.

Frequently Asked Questions about investigate

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

FAQPage Schema

How do I find the root cause of a server crash from error logs?▼

To find the root cause of a server crash, you can analyze error logs, stack traces, and system states to pinpoint the underlying failure. This process prevents quick fixes by identifying the exact reason for the error.

What is the best way to debug a failed deployment using stack traces?▼

The best way to debug a failed deployment using stack traces is to run a systematic root cause analysis. This involves investigating the logs, analyzing the traces, hypothesizing the failure point, and implementing a targeted fix.

Can I use systematic error analysis for unexpected software behavior?▼

Yes, you can use systematic error analysis for unexpected software behavior. It guides you through investigating logs and system info to determine the root cause before making any code changes, ensuring proactive troubleshooting.

Do I need specific log formats to investigate error 500 issues?▼

You do not need specific log formats to investigate error 500 issues. The analysis works by examining available logs, stack traces, and system information to determine what caused the failure and how to resolve it.

Why does fixing a bug without root cause analysis often fail?▼

Fixing a bug without root cause analysis often fails because it applies quick fixes that do not address the real problem. Systematic debugging identifies the underlying reasons for software issues to ensure permanent resolution.