code-review

Review codebases for security, correctness, performance, and maintainability issues.

523|125|Updated Nov 11, 2025
One-click install
npx skills add https://github.com/anymouschina/TapCanvas --skill code-review-anymouschina
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: code-review
Source: https://github.com/anymouschina/TapCanvas/tree/main/apps/agents-cli/skills/code-review
Command: npx skills add https://github.com/anymouschina/TapCanvas --skill code-review-anymouschina

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides structured, comprehensive code reviews focused on security, correctness, performance, and maintainability, helping teams detect issues early and improve code quality.

Core Features & Use Cases

  • Security-focused checks for vulnerabilities, data leakage, and misconfigurations.
  • Correctness and reliability validation across logical errors, edge cases, and error handling.
  • Performance and maintainability assessment with actionable recommendations.
  • Use cases include formal PR reviews, security audits, and codebase quality assurance.

Quick Start

Provide the target repository URL and any review scope, and the skill will generate a structured code-review report.

Frequently Asked Questions about code-review

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

FAQPage Schema
How do I perform a comprehensive code review for security vulnerabilities and logical errors?

To perform a comprehensive code review, provide your target repository URL and scope to generate a structured report. This identifies security vulnerabilities, data leakage, logical errors, and edge cases, enforcing a checklist across security, correctness, performance, and maintainability.

What is the best way to automate security audits and quality assurance for a pull request?

Automating security audits and quality assurance for a pull request involves applying a structured checklist to validate correctness, reliability, and performance. This generates a formal, actionable review highlighting risks and recommendations across various languages and repositories.

Does this code review approach work across different programming languages and repositories?

Yes, this code review approach works across various languages and repositories. It applies a standardized checklist to assess maintainability, security, and correctness, ensuring consistent quality assurance and bug hunts regardless of the specific codebase environment.

How do I identify maintainability and performance issues during a bug hunt?

To identify maintainability and performance issues during a bug hunt, apply a structured review checklist to the codebase. This validates reliability, assesses performance bottlenecks, and outputs actionable recommendations for improving overall code quality.

Can I use static analysis to detect data leakage and misconfigurations in my codebase?

Yes, you can use static analysis during code reviews to detect data leakage and misconfigurations. By applying a security-focused checklist to the repository, the process identifies vulnerabilities and outputs a formal report with actionable recommendations.

What do I need to provide to start a formal codebase quality assurance review?

To start a formal codebase quality assurance review, you need to provide the target repository URL and define the review scope. The process then outputs a structured code-review report covering security, correctness, performance, and maintainability risks.