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Detecting AI coding agent artifacts v1.0.0

Use this resource to find traces left by a coding agent in an existing codebase

New

  • 306 downloads
  • 130 likes
  • 195 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ai-generated-code-cleanup

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 scans code for fragile tests, dead code, unnecessary abstractions and verbose style typical of coding agents. You get a list of cases to fix, grouped by category.

Mostly picked by

Updated November 2, 2026

Card for the “Detecting AI coding agent artifacts” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: detection categories and reporting rules
  • references/: criteria for tests, dead code, abstraction and style

Good fit for

  • You clean up code produced by an agent
  • You review tests written with AI help

Not for

    Tags

    • generated code
    • tech debt
    • code review
    • tests
    • cleanup

    About

    You say

    “Find the dead code and unnecessary abstractions the agent added in this folder.”

    Card for the “Detecting AI coding agent artifacts” skill

    Skill published by existential-birds under the Apache-2.0 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 find traces left by a coding agent in an existing codebase
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10.7 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/abstraction-criteria.md7.8 KB
    • references/dead-code-criteria.md5.5 KB
    • references/style-criteria.md6.7 KB
    • references/tests-criteria.md6.1 KB
    • SKILL.md6.6 KB

    Origin and licence

    Listed unmodified

    Author
    existential-birds
    Source
    github.com/existential-birds/beagle/tree/d1a74899fbfec74974d1818e4cac7c3d54d44b65/plugins/beagle-core/skills/llm-artifacts-detection
    Licence
    Apache-2.0

    Notice

    « llm-artifacts-detection » (existential-birds, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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