systematic-debugging

Installation
SKILL.md

Systematic Debugging

Overview

Random fixes waste time and create new bugs. Quick patches mask underlying issues. As an AI agent, it is tempting to rapidly guess the solution based on symptoms because it is fast. You must resist this temptation.

Core principle: ALWAYS find the root cause before attempting fixes. The Iron Law: NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST.

When to Use

Use for ANY technical issue:

  • Test failures
  • Bugs in production or local development
  • Build or CI pipeline failures
  • Unexplained performance issues

Do not skip this process even if:

Related skills
Installs
10
GitHub Stars
3
First Seen
Mar 7, 2026