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Guide · Agent skill

How to use the Code Review Specialist agent skill

Updated · written with AI from the project's own documentation and checked against our catalogue data

The Code Review Specialist is an agent skill: a packaged set of instructions that an AI agent such as Claude loads when it is relevant to the task. Once installed, it makes the agent review code across security, performance, code quality and maintainability, and report results in a fixed format. This guide explains what the skill does, how to install it, how to trigger it with plain requests, and where its limits are.

Code Review Specialistluongnv89/claude-howto · MIT

Quick start

  1. 1Download the ZIP. Get the code-review-specialist ZIP from this page and unzip it.
  2. 2Choose a location. Place the skill folder in ~/.claude/skills/ for personal use, or in a project's .claude/skills/ folder for one project.
  3. 3Or upload it in the Claude apps. In the Claude apps, go to Settings → Capabilities → Skills and upload the skill.
  4. 4Ask for a review. Make a natural request such as reviewing a pull request, and include the code or file path.
  5. 5Read the summary. Check the 1-5 score, the count of main findings and the recommended priority areas.
  6. 6Act on critical issues first. Work through critical issues with their location, impact, severity and suggested fix before lower-severity items.
  7. 7Confirm with the checklist. Use templates/review-checklist.md for a manual pass on security, performance, quality and testing.

What the Code Review Specialist skill makes the agent do

The skill focuses the agent on four review areas. For security, it looks at authentication and authorization problems, data leak risks, injection vulnerabilities, weak cryptography and sensitive data written to logs. For performance, it looks at algorithm efficiency (Big O analysis), memory use, database query problems, caching opportunities and concurrency issues.

For code quality, it checks SOLID principles, design patterns, naming, documentation and test coverage. For maintainability, it checks readability, function size (under 50 lines is the stated goal), cyclomatic complexity, dependency management and type safety.

Install the skill from the ZIP download

Download the ZIP for this skill from this page and unzip it. The skill folder contains SKILL.md, templates/finding-template.md and templates/review-checklist.md. Place the folder in one of these locations:

  • Personal skills: ~/.claude/skills/ (available across your projects)
  • Project skills: the .claude/skills/ folder inside a specific project
  • Claude apps: upload the skill under Settings → Capabilities → Skills

Trigger the skill with natural requests

You do not need a special command. The skill's description says it applies when you ask for code review, code quality analysis or pull request evaluation, or when you mention code review, security analysis or performance optimization. Ask in ordinary language and include the code or files you want reviewed.

  • Review this pull request for security problems before I merge it.
  • Do a code quality and maintainability review of src/services/payments.ts.
  • Check this function for performance issues such as N+1 queries.
  • Give me a prioritized list of risks in this unfamiliar module.

Read the review output

Each review follows the same structure so that results are easy to compare across contributors. The summary gives an overall quality score from 1 to 5, the number of main findings and the recommended priority areas.

  • Critical issues: each has an Issue description, Location (file and line), Impact, Severity (Critical, High or Medium) and a suggested Fix.
  • Findings by category: Security, Performance, Quality and Maintainability, listed only where problems were found.
  • Finding template: a per-issue template with severity levels from Critical (blocks deployment) to Low, plus a What / Why it matters / Current behavior / Expected behavior structure.

Use the review checklist alongside the agent

The templates/review-checklist.md file lists checks grouped into security, performance, quality and testing. Examples include hardcoded credentials, parameterized SQL queries, logging of sensitive data, N+1 queries, pagination for large datasets, and a test coverage target of 80% or more. Use it as a manual pass to confirm what the agent reported, or ask the agent to work through it for your code.

Safety notes: scripts, network and confidential code

According to the listing, this skill runs no scripts and uses no network access, and it lists no required tools or packages. The review itself is produced by the AI model reading your code, so the code you share is processed by the AI service you use. Do not use the skill on code containing secrets or confidential data unless that AI service is approved for that data.

The review is only as reliable as the model's reading of the code. It can miss issues or report false positives, so it does not replace a human security audit for production systems.

What people use it for

  • Get a second set of eyes on a pull request before merging.
  • Keep review structure consistent across a team's contributors.
  • Build a prioritized list of risks when reading unfamiliar code.
  • Check a function for performance problems such as N+1 database queries.
  • Run a quality and maintainability pass that flags long functions and high complexity.

Frequently asked questions

Is the Code Review Specialist skill free?

The listing is published under the MIT licence. The source does not mention pricing, so check the page for any cost details before you rely on it.

What do I need to install the code-review-specialist skill?

The listing lists no requirements, runs no scripts and uses no network access. You need a way to load agent skills, such as the Claude apps with Skills in Settings → Capabilities, or a Claude setup that reads ~/.claude/skills/ or .claude/skills/.

Where do I put the skill folder?

Put it in ~/.claude/skills/ to use it across your projects, or in the .claude/skills/ folder of one project. In the Claude apps, upload it under Settings → Capabilities → Skills.

How do I trigger the skill?

Ask for a code review, code quality analysis or pull request evaluation in plain language, or mention security analysis or performance optimization, and include the code you want checked.

Can this skill replace a security audit?

No. The review depends on the model's reading of the code, so it can miss issues or report false positives. It is not a replacement for a human security audit of production systems.

Is it safe to review confidential code with this skill?

Be careful. The code is sent to the AI service that runs the review. Do not use it on code with secrets or confidential data unless that service is approved for such data.

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Our verdict

Use this skill if you want a structured, repeatable first-pass review of pull requests or unfamiliar code, with a score, located issues and prioritized fixes. Pick something else, or a human audit, if you need a formal security assessment of production systems or must keep confidential code out of AI services.

Download the skill