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AI systems engineering review v1.0.0

Use this resource to review the code or plan of an AI system: LLM calls, prompts, agents, RAG, evals

New

  • 538 downloads
  • 148 likes
  • 199 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ai-system-engineering-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 detects the AI surface of the project, then checks it against nine dimensions, after framing trust boundaries and autonomy. It can review code or a plan, and stay read-only with --report-only.

Mostly picked by

Updated November 2, 2026

Card for the “AI systems engineering review” skill

Details

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

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What you get

  • SKILL.md: analysis phases, including framing and nine review dimensions
  • SKILL.md: --mode=code, --mode=plan and --report-only modes

Good fit for

  • Your app calls a language model and you want a review before production
  • You are drafting an agent or RAG plan and want it checked before coding

Not for

    Tags

    • ai
    • llm
    • agents
    • code review

    About

    You say

    “Review my support agent plan: LLM calls, prompts and guardrails, read-only.”

    Card for the “AI systems engineering review” skill

    Skill published by duc01226 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 review the code or plan of an AI system: LLM calls, prompts, agents, RAG, evals
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md58.9 KB

    Origin and licence

    Listed unmodified

    Author
    duc01226
    Source
    github.com/duc01226/easyplatform/tree/1b6bdf10470d5b99baf8a6802f674c12c17461e9/.agents/skills/ai-engineering-review
    Licence
    MIT

    Notice

    « ai-engineering-review » (duc01226, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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