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aiyuekuang
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code-review

Identify security, performance, and quality issues in code reviews.

14|4|Updated Jan 14, 2026
Search Tags:#performance#security#quality#static-analysis#code-review#pull-request#review-checklist
One-click install
npx skills add https://github.com/aiyuekuang/LLMProxy --skill code-review-aiyuekuang
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: code-review
Source: https://github.com/aiyuekuang/LLMProxy/tree/main/.windsurf/skills/code-review
Command: npx skills add https://github.com/aiyuekuang/LLMProxy --skill code-review-aiyuekuang

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Perform thorough, structured code reviews focusing on security, performance, and quality to reduce defects and risk.

Core Features & Use Cases

  • Consistent review checklists for PRs and audits
  • Security and performance focused evaluation
  • Reproducible feedback that can be tracked in issues and docs

Quick Start

Review a pull request by applying the checklist to identify issues and improvements.

Frequently Asked Questions about code-review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate code reviews for pull requests to identify security and performance issues?▼

Apply a structured review checklist to pull requests within CI/CD pipelines to detect security, performance, and quality issues across multiple languages and repos, ensuring reproducible feedback that reduces defects and risk.

What is the best way to ensure consistent code quality assessments across multiple repositories?▼

Implement a structured review checklist with reproducible criteria to perform consistent code quality assessments across multiple repositories, delivering actionable feedback integrated into standard development pipelines.

Can I integrate static analysis and review checklists into my existing CI/CD workflows?▼

Integrate static analysis and review checklists into existing CI/CD workflows to evaluate pull requests and ongoing code quality, generating reproducible feedback that can be tracked in issues and docs.

Does the code review checklist work for auditing changes across different programming languages?▼

The code review checklist supports auditing changes across multiple programming languages and repos by applying reproducible review criteria to identify security, performance, and quality issues during ongoing code quality assessments.

How do I track actionable feedback from pull request reviews in my development issues?▼

Track actionable feedback from pull request reviews by generating reproducible review criteria and structured results that can be directly integrated and tracked in standard development issues and documentation.

When do I need a structured review checklist for evaluating security and performance in code?▼

A structured review checklist is needed when performing thorough code reviews, auditing changes, or conducting ongoing code quality assessments to systematically identify security and performance issues and reduce defects.

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