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Finding hidden debt in AI-generated code v1.0.0

Use this resource to audit agent-generated code for hidden debt

New

  • 581 downloads
  • 229 likes
  • 137 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ai-generated-code-debt-audit

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent goes through code produced in an AI session and looks for typical warning signs: ignored errors, unreleased resources, invented packages and architectural drift. It then orders the fixes before merge.

Mostly picked by

Updated November 2, 2026

Card for the “Finding hidden debt in AI-generated code” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: audit process and warning signs
  • SKILL.md: common mistakes and rules to apply before merging

Good fit for

  • You are merging a pull request largely written by an agent
  • The code works but feels fragile

Not for

    Tags

    • technical debt
    • generated code
    • audit
    • review

    About

    You say

    “Audit the 400 lines the agent just produced and list the hidden debt.”

    Card for the “Finding hidden debt in AI-generated code” skill

    Skill published by wshobson under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to audit agent-generated code for hidden debt
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md3.4 KB

    Origin and licence

    Listed unmodified

    Author
    wshobson
    Source
    github.com/wshobson/agents/tree/0874a27b17a22e2b7c2e2bcd725768e0803cad06/plugins/skill-forge-essentials/skills/ai-debt-detector
    Licence
    MIT

    Notice

    « ai-debt-detector » (wshobson, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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