Vibe Index
🎯

debugging

🎯Skill

from mrgoonie/claudekit-skills

VibeIndex|
AI Summary

Systematically investigates and resolves software bugs through structured root cause analysis, multi-layer validation, and rigorous verification protocols.

debugging

Installation

Install skill:
npx skills add https://github.com/mrgoonie/claudekit-skills --skill debugging
Stars174
AddedJan 27, 2026

Skill Details

SKILL.md

Systematic debugging frameworks for finding and fixing bugs - includes root cause analysis, defense-in-depth validation, and verification protocols

Overview

# Debugging Skills

A collection of systematic debugging methodologies that ensure thorough investigation before attempting fixes.

Available Sub-Skills

Systematic Debugging

Location: systematic-debugging/SKILL.md

Four-phase debugging framework: Root Cause Investigation β†’ Pattern Analysis β†’ Hypothesis Testing β†’ Implementation. The iron law: NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST.

Root Cause Tracing

Location: root-cause-tracing/SKILL.md

Trace bugs backward through the call stack to find the original trigger. Don't fix symptoms - find where invalid data originated and fix at the source.

Defense-in-Depth Validation

Location: defense-in-depth/SKILL.md

Validate at every layer data passes through to make bugs structurally impossible. Four layers: Entry Point β†’ Business Logic β†’ Environment Guards β†’ Debug Instrumentation.

Verification Before Completion

Location: verification-before-completion/SKILL.md

Run verification commands and confirm output before claiming success. The iron law: NO COMPLETION CLAIMS WITHOUT FRESH VERIFICATION EVIDENCE.

When to Use

  • Bug in production β†’ Start with systematic-debugging
  • Error deep in stack trace β†’ Use root-cause-tracing
  • Fixing a bug β†’ Apply defense-in-depth after finding root cause
  • About to claim "done" β†’ Use verification-before-completion

Quick Dispatch

| Symptom | Sub-Skill |

|---------|-----------|

| Test failure, unexpected behavior | systematic-debugging |

| Error appears in wrong location | root-cause-tracing |

| Same bug keeps recurring | defense-in-depth |

| Need to confirm fix works | verification-before-completion |

Core Philosophy

> "Systematic debugging is FASTER than guess-and-check thrashing."

From real debugging sessions:

  • Systematic approach: 15-30 minutes to fix
  • Random fixes approach: 2-3 hours of thrashing
  • First-time fix rate: 95% vs 40%

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