AI Debt Detector

Overview

AI agents generate code that passes the happy path but hides debt: missing error handling, orphaned resources, ignored failure modes, hallucinated packages, silent architectural drift. This skill forces a targeted audit for the exact patterns AI agents get wrong.

When to Use

• After any AI code generation session (20+ lines produced)
• Before merging AI-generated PRs
• When code works but something feels off
• After vibe-coding sprints where debt accumulates fastest
• When the agent claims done without showing verification

Process

After code generation, scan for these AI-specific debt patterns: