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Structured Debug

This enforces a methodical debugging workflow that stops you from jumping straight to code changes. It walks you through clarifying the problem, capturing a minimal repro with environment details, forming testable hypotheses with predicted evidence, and getting approval on a fix plan before touching anything. The workflow integrates with AI DevKit's memory system to check for similar past incidents and store root causes for future reference. Worth using when you catch yourself saying "I already know what's wrong" or when debugging under pressure, since those are exactly when you're most likely to waste time chasing the wrong thing. The hard rule is simple: no code modifications until a fix plan is approved.

GitHub stars
1.3K
last updated
Jun 11, 2026

Install

$ npx -y skills add codeaholicguy/ai-devkit --skill structured-debug --agent claude-code

Installs into .claude/skills of the current project.

Files

This enforces a methodical debugging workflow that stops you from jumping straight to code changes. It walks you through clarifying the problem, capturing a minimal repro with environment details, forming testable hypotheses with predicted evidence, and getting approval on a fix plan before touching anything. The workflow integrates with AI DevKit's memory system to check for similar past incidents and store root causes for future reference. Worth using when you catch yourself saying "I already know what's wrong" or when debugging under pressure, since those are exactly when you're most likely to waste time chasing the wrong thing. The hard rule is simple: no code modifications until a fix plan is approved.

Browse the repository on GitHub

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Details

Repository
github.com/codeaholicguy/ai-devkit
Categories
Documentation, AI & Agent Building, Debugging, Productivity & Planning
First seen
Jun 11, 2026

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