Search

PythonReactSEOPDF
GitHub Skill

systematic-debugging

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes. Requires root cause investigation first.

a5c-ai☆ 417 Repository stars21 Repository forks

Installation

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.

View source ↗Guides

Skill instructions

Systematic Debugging

Overview

Random fixes waste time and create new bugs. ALWAYS find root cause before attempting fixes.

Core principle: No fixes without root cause investigation first.

The Four Phases

  1. Root Cause Investigation - Read errors, reproduce, check changes, gather evidence at component boundaries
  2. Pattern Analysis - Find working examples, compare against references, identify differences
  3. Hypothesis and Testing - Form single hypothesis, test minimally, one variable at a time
  4. Implementation - Create failing test case, implement single fix, verify

When 3+ Fixes Fail

Stop and question the architecture. Pattern of repeated failures indicates architectural problems, not implementation bugs.

Red Flags (STOP and Follow Process)

  • "Quick fix for now"
  • "Just try changing X"
  • Proposing solutions before tracing data flow
  • "One more fix attempt" (when already tried 2+)

Agents Used

  • Process agents defined in systematic-debugging.js

Tool Use

Invoke via babysitter process: methodologies/superpowers/systematic-debugging

Examples

Read the usage examples in the source repository.

View source ↗

Source history

Indexed on
2026-03-11
Index updated
2026-03-11
Branch
main

Index and sync dates describe this directory. View the source repository for code history.

GitHub ↗

chat Comments (0)

chat_bubble_outline

No comments yet. Be the first to share your thoughts!