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Finding artifacts left by an LLM v1.0.0

Use this resource to find artifacts left by an AI agent in the code

New

  • 571 downloads
  • 244 likes
  • 217 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install llm-code-artifact-scan

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 sets the scope (files changed since main, or the whole project with --all), detects the languages, then examines four categories: tests, dead code, abstraction and style. It consolidates the findings into a JSON report. You get a list of artifacts to verify before any cleanup.

Mostly picked by

Updated November 2, 2026

Card for the “Finding artifacts left by an LLM” 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: file scope, language detection and gates
  • SKILL.md: four categories (tests, dead code, abstraction, style) and JSON report

Good fit for

  • A coding agent left dead code, duplicated tests or unnecessary abstractions
  • You want a sweep of the whole project before a cleanup

Not for

    Tags

    • artifacts
    • dead code
    • tests
    • agents

    About

    You say

    “Scan the whole project for dead code and duplicated tests left by the agent.”

    Card for the “Finding artifacts left by an LLM” 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 artifacts left by an AI agent in the code
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10.7 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md12.8 KB

    Origin and licence

    Listed unmodified

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

    Notice

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

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