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Security of AI-generated code and LLM applications v1.0.0

Use this resource to find flaws in AI-generated code and in applications built on an LLM

New

  • 510 downloads
  • 150 likes
  • 110 saves

Free

Install with the CLI

In a terminal, from the folder you want:

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

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 code produced by an assistant, spots common flaws and the risks specific to LLM applications, such as prompt injection. You get a ranked list of vulnerabilities and the fixes to apply.

Mostly picked by

Updated November 2, 2026

Card for the “Security of AI-generated code and LLM applications” skill

Details

Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: agent role and rules for using the references
  • references/patterns.md: flaw and fix patterns
  • references/validations.md: security review criteria

Good fit for

  • You added AI-generated code to your application without a review
  • Your chatbot can be hijacked by a malicious message

Not for

    Tags

    • security
    • generated code
    • owasp llm
    • prompt injection
    • code review

    About

    You say

    “Review this AI-generated module, flag the possible flaws and give a fix for each one.”

    Card for the “Security of AI-generated code and LLM applications” skill

    Skill published by omer-metin 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 flaws in AI-generated code and in applications built on an LLM
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/patterns.md13.8 KB
    • references/sharp_edges.md17.6 KB
    • references/validations.md5.5 KB
    • SKILL.md2 KB

    Origin and licence

    Listed unmodified

    Author
    omer-metin
    Source
    github.com/omer-metin/skills-for-antigravity/tree/e8dcf4e8737921a10088bd5c9eb65e81f74c051f/skills/ai-code-security
    Licence
    Apache-2.0

    Notice

    « ai-code-security » (omer-metin, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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