systematic-debugging

Guide users through a four-phase debugging process with Hermes Agent tools.

7|Updated Mar 26, 2026

Search Tags:#debugging #software development #root cause analysis #issue resolution #systematic troubleshooting

Ready to run

npx skills add https://github.com/kzinmr/ai-topics --skill systematic-debugging-kzinmr

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Please help me install this Agent Skill.
Skill: systematic-debugging
Source: https://github.com/kzinmr/ai-topics/tree/main/config/hermes/skills/_overrides/systematic-debugging
Command: npx skills add https://github.com/kzinmr/ai-topics --skill systematic-debugging-kzinmr

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires hermes-agent, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the common issue of fixing symptoms rather than causes, leading to recurring bugs and inefficiency in technical troubleshooting.

Core Features & Use Cases

Structured Debugging Process: Provides a four-phase methodology to systematically debug issues, ensuring a focus on root causes.
Integrated Hermes Tools: Leverages Hermes Agent tools for code analysis, test execution, and issue investigation.
Test-Driven Development Integration: Encourages the use of TDD for implementing fixes, ensuring code quality and predictability.
Use Case: Ideal for developers encountering test failures, unexpected production issues, or performance problems where a deeper understanding of the underlying cause is necessary.

Quick Start

To initiate the systematic debugging process, follow the Skill's guidelines to define the issue and begin Phase 1: Root Cause Investigation.

Frequently Asked Questions about systematic-debugging

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

FAQPage Schema

What is a systematic approach to root cause analysis for software debugging?▼

Systematic debugging uses a four-phase methodology—investigation, pattern analysis, hypothesis testing, and implementation—to identify root causes rather than just fixing symptoms, preventing recurring bugs and inefficient troubleshooting.

How do I debug recurring code issues without just patching the symptoms?▼

To debug recurring issues, follow a structured process of root cause investigation, pattern analysis, and hypothesis testing before implementing fixes. This approach ensures you address the underlying cause rather than temporary symptoms.

Does this systematic debugging approach integrate with test-driven development?▼

Yes, the debugging process integrates with test-driven development principles to implement fixes. It encourages writing tests to verify the root cause and ensure code predictability and quality during the issue resolution process.

Can I use Hermes Agent tools for code analysis and issue investigation?▼

Yes, the debugging process leverages Hermes Agent's built-in tools for code analysis, test execution, and issue investigation. This integration automates the troubleshooting workflow across all four debugging phases.

What is the best way to troubleshoot unexpected production issues and performance problems?▼

The best way to troubleshoot production issues is using a four-phase debugging methodology: investigate the root cause, analyze patterns, test hypotheses, and implement fixes. This structured approach ensures deeper understanding of underlying causes.

Do I need Hermes Agent to run this systematic troubleshooting skill?▼

Yes, you need Hermes Agent to run this skill. The systematic debugging process requires Hermes Agent's built-in tools to automate code analysis, execute tests, and guide the investigation through the four debugging phases.