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Detecting AI-generated code slop v1.0.0

Use this resource to spot typical AI-generated patterns during a code review

New

  • 433 downloads
  • 117 likes
  • 212 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ai-code-smell-taste-review

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 reviews the code against 24 rules in six categories: comments, naming, over-engineering, defensive overkill, tests and style fingerprints. It assesses readability and taste rather than quantitative debt. You get a ledger of the patterns found, grouped by category.

Mostly picked by

Updated November 2, 2026

Card for the “Detecting AI-generated code slop” skill

Details

Generates with
Your agent's model
Licence
MIT

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What you get

  • AGENTS.md: scope, stack detection and four-step audit
  • rules/: one rule per pattern, covering comments, naming and defensive code
  • AGENTS.md and metadata.json: skill guidance and metadata

Good fit for

  • You review an AI-assisted PR and doubt its quality
  • You want to add a review grid to your code review checklist

Not for

    Tags

    • code review
    • ai-generated code
    • quality
    • typescript

    About

    You say

    “Review this PR for AI-generated code patterns, without relying on metrics.”

    Card for the “Detecting AI-generated code slop” skill

    Skill published by asyrafhussin 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 spot typical AI-generated patterns during a code review
    3. Review and adjust the result

    Content preview

    Files

    • AGENTS.md117.4 KB
    • LICENSE1.1 KB
    • metadata.json3.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • README.md2.6 KB
    • rules/_sections.md2.4 KB
    • rules/_template.md0.7 KB
    • rules/comments-closing-brace-labels.md3.6 KB
    • rules/comments-empty-docblocks.md3.9 KB
    • rules/comments-narration.md4.3 KB
    • rules/comments-placeholder.md4.2 KB
    • rules/defensive-generic-catch.md5.6 KB
    • rules/defensive-impossible-null.md5.4 KB
    • rules/defensive-missing-real.md6.2 KB
    • rules/naming-generic-placeholders.md4 KB
    • rules/naming-over-descriptive.md4.2 KB
    • rules/naming-suffix-abuse.md5.4 KB
    • rules/naming-type-in-name.md4.1 KB
    • rules/over-eng-dependency-creep.md4.4 KB
    • rules/over-eng-premature-interface.md5.1 KB
    • rules/over-eng-single-method-class.md4.9 KB
    • rules/over-eng-useless-wrapper.md4.8 KB
    • rules/style-as-any-escape.md5.1 KB
    • rules/style-debug-artifacts.md5.4 KB
    • rules/style-hyper-consistent.md5.1 KB
    • rules/style-no-hack-scars.md4.9 KB
    • rules/style-trivial-boilerplate.md6.1 KB
    • rules/test-doesnt-throw.md4.9 KB
    • rules/test-mirror-implementation.md5.1 KB
    • rules/test-mock-everything.md6.4 KB
    • rules/test-snapshot-abuse.md5.3 KB
    • SKILL.md11.7 KB

    Origin and licence

    Listed unmodified

    Author
    asyrafhussin
    Source
    github.com/asyrafhussin/agent-skills/tree/1aa0ff717c10309226c9e678f00873976450fd76/skills/code-slop
    Licence
    MIT

    Notice

    « code-slop » (asyrafhussin, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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