tkm:debug-code

Guide users through a four-phase debugging framework for software issues.

Updated May 13, 2026

Search Tags:#debugging #systematic approach #bug fixing #performance optimization #code investigation

Ready to run

npx skills add https://github.com/khapn-2933/agentic-coding-hands-on --skill tkm-debug-code

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: tkm:debug-code
Source: https://github.com/khapn-2933/agentic-coding-hands-on/tree/main/.claude/skills/debug-code
Command: npx skills add https://github.com/khapn-2933/agentic-coding-hands-on --skill tkm-debug-code

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps in efficiently diagnosing and resolving complex issues by guiding the user through a systematic debugging process, reducing time and resources spent on troubleshooting.

Core Features & Use Cases

Systematic Debugging: Offers a structured four-phase framework to systematically trace and fix bugs.
Root Cause Analysis: Helps in identifying the root cause of an issue before applying a fix.
Multi-Layer Validation: Validates at every layer to ensure a robust and secure solution.
Use Case: Ideal for developers dealing with bugs, unexpected behavior, performance issues, and other system-level issues in software development.

Quick Start

Run the debug-code skill to begin diagnosing the issue with your specific error description.

Frequently Asked Questions about tkm:debug-code

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

FAQPage Schema

What is a systematic approach to debugging complex code issues?▼

A systematic debugging approach uses a four-phase framework to trace issues, identify root causes, and apply fixes. It guides developers through multi-layer validation to ensure robust resolution of software bugs and unexpected behavior.

How do I find the root cause of a performance issue in my system?▼

To find the root cause of a performance issue, use a systematic debugging framework for system diagnosis. This process isolates the source of unexpected behavior through multi-layer validation before applying any code fixes.

How do I fix bugs using a four-phase debugging framework?▼

Fix bugs by running the debug-code skill with your specific error description to initiate the framework. It guides you through systematic tracing, root cause analysis, and multi-layer validation to ensure secure code resolution.

Do I need Python to use this systematic debugging process?▼

Yes, you need Python to use this systematic debugging process. The framework requires Python and specific debugging tools like 'find-polluter.sh' for test bisection to accurately pinpoint and resolve system-level issues.

What is the best way to isolate test pollution in a software development environment?▼

The best way to isolate test pollution is using test bisection tools like 'find-polluter.sh'. This systematic debugging approach pinpoints the exact source of issue by isolating the failing test case before applying a fix.

Why does my code still fail after applying an initial bug fix?▼

Code still fails after an initial bug fix when the root cause was not fully identified. A systematic debugging framework prevents this by enforcing multi-layer validation to ensure the fix addresses the true source of the issue.