StealIt
Seth HobsonClaude skill for AI agents

AI Debt Detector

ai-debt-detector

Use after generating code, after accepting AI suggestions, or when reviewing AI-written modules. Also use when code works but feels brittle, when error handling seems thin, when orphaned resources or missing cleanup are suspected, or when the agent claims done but hidden debt may exist. Catches the specific failure patterns AI agents produce that humans would not.

Install

Run this in your project folder. It works with Claude Code, Cursor, Codex and dozens of other agents.

$ npx skills add wshobson/agents --skill ai-debt-detector

Needs Node.js. Add -g to install for every project, or -a claude-code to skip the agent picker.

How to use AI Debt Detector

Once it's installed, Claude reads this skill on its own whenever a request matches what it's for, so you don't have to mention it by name. In Claude Code you can also run it directly by typing /ai-debt-detector.

It contains no scripts, only instructions and reference files, so it can't run code on its own.

What the instructions cover

  1. 1Overview
  2. 2When to Use
  3. 3Process
  4. 4Red Flags (stop and fix immediately)
  5. 5Common Mistakes
  6. 6Why This Exists

Section headings from the skill's SKILL.md file.

What's inside · 1 files

  • SKILL.md

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