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investigate

Analyze error logs and stack traces to identify root causes.

1|Updated Jul 6, 2025
Search Tags:#root cause#troubleshooting#logs#stack trace#debug#error analysis
One-click install
npx skills add https://github.com/VanL/simplebroker --skill investigate-vanl
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: investigate
Source: https://github.com/VanL/simplebroker/tree/main/.agents/skills/gstack/investigate
Command: npx skills add https://github.com/VanL/simplebroker --skill investigate-vanl

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill streamlines the debugging process by systematically identifying the root causes of errors and unexpected behavior in software systems.

Core Features & Use Cases

  • Root cause investigation: Guides users through analyzing logs, stack traces, and system states to pinpoint issues.
  • Analysis & Hypothesize: Facilitates hypothesis generation and testing during troubleshooting.
  • Use Case: When an application crashes with a 500 error, the Skill helps identify whether the cause is a bug, misconfiguration, or environment issue, reducing downtime.

Quick Start

Ask the AI to analyze a provided stack trace or error log to find the underlying problem.

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 an application error from a stack trace?▼

Finding the root cause of an application error involves analyzing stack traces and system states to pinpoint the underlying issue. You parse logs to identify failure points and generate hypotheses explaining whether a bug, misconfiguration, or environment issue caused the crash.

What is the best way to troubleshoot a 500 error causing application downtime?▼

The best way to troubleshoot a 500 error is to systematically analyze error logs to determine if the root cause is a code bug or an environment misconfiguration. This approach reduces downtime by guiding hypothesis generation and testing to resolve the identified issue quickly.

How do I systematically debug unexpected software behavior using error logs?▼

Systematically debug unexpected behavior by parsing error logs to analyze system states and stack traces. This method facilitates structured troubleshooting through scenario analysis, helping you formulate and test hypotheses to discover the exact root cause of the issue.

Can I use error analysis to distinguish between a code bug and a system misconfiguration?▼

Yes, error analysis can distinguish between a code bug and a system misconfiguration by evaluating system states and stack traces. Analyzing these inputs allows you to identify the specific nature of the failure, enhancing troubleshooting efficiency and guiding the correct fix.

What do I need to provide to start analyzing an error log for troubleshooting?▼

To start analyzing an error log for troubleshooting, you need to provide the actual stack trace or error log text. The system then parses these inputs to perform scenario analysis and generate an explanation of the root cause to support problem resolution.

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