code-analysis

Analyze codebases for issues, risks, and architecture without modifying code.

Updated Feb 19, 2026
One-click install
npx skills add https://github.com/walker-hzx/AI-Assistant --skill code-analysis-walker-hzx
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: code-analysis
Source: https://github.com/walker-hzx/AI-Assistant/tree/main/skills/code-analysis
Command: npx skills add https://github.com/walker-hzx/AI-Assistant --skill code-analysis-walker-hzx

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyzing large codebases to identify issues, design flaws, and quality risks without changing code, enabling informed technical decisions.

Core Features & Use Cases

  • Systematic code-issues analysis across modules, architecture evaluation, and risk assessment.
  • Structured analysis framework covering logic correctness, data flow, interfaces, and maintainability.
  • Use cases include code reviews, architecture decisions, and diagnostic investigations when requirements are unclear.

Quick Start

Provide the project context and goals, then request a comprehensive, layered analysis and a structured report.

Frequently Asked Questions about code-analysis

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

FAQPage Schema
How do I analyze code risks and architecture issues without modifying the codebase?

You can perform code analysis by providing project context and goals to receive a structured report covering logic correctness, data flow, and maintainability. This approach evaluates architecture and identifies quality risks without modifying your actual codebase.

What is the best way to evaluate frontend and backend module architecture for technical decisions?

The best way to evaluate module architecture is through a systematic analysis framework that assesses risks, interfaces, and data flow across frontend and backend. This structured evaluation provides decision-support outputs to guide your technical choices.

Can I use this code analysis approach for diagnostic investigations when requirements are unclear?

Yes, you can use this code analysis approach for diagnostic investigations when requirements are unclear. It systematically identifies code problems and design flaws across modules, helping you understand existing architecture and logic to clarify ambiguous requirements.

How do I start a comprehensive code review covering logic correctness and data flow?

To start a comprehensive code review, provide your project context and request a layered analysis. The process evaluates logic correctness, data flow, interfaces, and maintainability, generating a structured report that highlights issues and architectural risks.

Does systematic code analysis work for assessing maintainability risks in large codebases?

Yes, systematic code analysis works for assessing maintainability risks in large codebases. It applies a structured analysis framework across modules to identify quality risks and design flaws, enabling informed decisions without altering the existing code.