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Performance-aware AI code review v1.0.0

Use this resource to review a performance-sensitive change with reproducible measurements

New

  • 378 downloads
  • 177 likes
  • 235 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install performance-code-review-ai

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 follows a three-stage review: initial triage, multi-tool static analysis, then AI-assisted review with a context-aware prompt. You get findings backed by measurements. Some supporting scripts the skill cites are not included in this copy and must be obtained separately.

Mostly picked by

Updated November 2, 2026

Card for the “Performance-aware AI code review” skill

Details

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

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What you get

  • SKILL.md: initial triage, static analysis and AI-assisted review
  • SKILL.md: prerequisites, conditions of use and review prompt

Good fit for

  • A change slows down a critical request or page
  • You want to compare performance before and after a refactor

Not for

    Tags

    • performance
    • code review
    • static analysis
    • benchmark
    • baseline

    About

    You say

    “Review this performance-sensitive pull request against a baseline taken before and after the change.”

    Card for the “Performance-aware AI code review” skill

    Skill published by sickn33 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 a performance-sensitive change with reproducible measurements
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md14.2 KB

    Origin and licence

    Listed unmodified

    Author
    sickn33
    Source
    github.com/sickn33/agentic-awesome-skills/tree/e9809578fd426a284af017c5db99f8eb6628e6ca/skills/performance-testing-review-ai-review
    Licence
    MIT

    Notice

    « performance-testing-review-ai-review » (sickn33, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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