debugger

Guide developers through structured debugging with root cause analysis and evidence reports.

56|6|Updated Jan 19, 2026

Search Tags:#debugging #root cause #bug fixing #log analysis #code troubleshooting

Ready to run

npx skills add https://github.com/Vinix24/vnx-orchestration --skill debugger-vinix24

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: debugger
Source: https://github.com/Vinix24/vnx-orchestration/tree/main/skills/debugger
Command: npx skills add https://github.com/Vinix24/vnx-orchestration --skill debugger-vinix24

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill streamlines the debugging process by providing structured guidance and tools for root cause analysis, reducing time spent diagnosing issues.

Core Features & Use Cases

Systematic Debugging: Guides users through reproducing bugs, isolating minimal code snippets, and testing hypotheses.
Comprehensive Investigation: Facilitates gathering logs, stack traces, and verifying assumptions.
Use Case: Troubleshoot a memory leak by logging state before and after operations, analyzing trace logs, and applying suggested fixes.

Quick Start

Use the debugger skill to generate a report for a identified issue, detailing the root cause with evidence and recommended fixes.

Frequently Asked Questions about debugger

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

FAQPage Schema

How do I perform root cause analysis for a complex code bug?▼

Debug memory leaks by logging system state before and after operations, analyzing trace logs to isolate the issue, and applying recommended fixes to resolve the leak and restore performance.

What is the best way to troubleshoot a memory leak in my application?▼

The best way to troubleshoot a memory leak involves logging state before and after operations, analyzing trace logs for anomalies, and applying suggested fixes to identify and resolve the leak.

Can I use structured debugging to fix performance bottlenecks?▼

Structured debugging effectively addresses performance bottlenecks by facilitating comprehensive investigation, gathering necessary logs and stack traces, and verifying assumptions to isolate the underlying issue.

Do I need scripting support to analyze trace logs for bug fixing?▼

Code troubleshooting limitations arise when assumptions cannot be verified or logs are insufficient; thorough diagnosis requires complete stack traces and trace logs to prevent inaccurate root cause identification.