review

Analyze code for bugs, performance issues, and security vulnerabilities.

Updated Jan 5, 2026
One-click install
npx skills add https://github.com/nesihaver-IL/MyFirstRepo --skill review-nesihaver-il
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: review
Source: https://github.com/nesihaver-IL/MyFirstRepo/tree/main/.claude/skills/review
Command: npx skills add https://github.com/nesihaver-IL/MyFirstRepo --skill review-nesihaver-il

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The AI self-reviews its own code to identify bugs, performance issues, security vulnerabilities, and opportunities for improvement, reducing time spent on manual reviews.

Core Features & Use Cases

  • Self-review pass to detect logic errors, performance bottlenecks, and security issues.
  • Generates actionable fixes and documentation notes for subsequent PRs.
  • Use this in pull requests and post-commit checks to accelerate quality gates.

Quick Start

Use the review skill after completing /execute-plan to trigger an automated self-review of the current codebase. Then examine the generated report and apply suggested fixes.

Frequently Asked Questions about review

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

FAQPage Schema
How do I automate code review for security vulnerabilities and bugs?

Automated code review identifies bugs, performance issues, and security vulnerabilities by running static analysis and security checks. It generates a structured report with actionable recommendations to fix detected issues before peer review.

What is AI self-review and how does it work for code quality checks?

AI self-review performs static analysis, security checks, and quality validations on your codebase. It produces a structured report detailing logic errors, performance bottlenecks, and security issues alongside actionable fixes.

How do I run static analysis and security checks after completing a development plan?

Trigger an automated self-review after completing your development plan to run static analysis and security validations. Examine the generated report to apply suggested fixes for identified vulnerabilities and performance bottlenecks.

Can I use automated code review for pull requests and post-commit checks?

Automated code review applies directly to pull requests and post-commit checks to accelerate quality gates. It catches bugs, performance issues, and security vulnerabilities early, generating documentation notes for subsequent PRs.

Does automated self-review replace manual peer review for catching security issues?

Automated self-review reduces time spent on manual reviews by catching bugs, performance bottlenecks, and security vulnerabilities before peer review. It generates actionable fixes but serves as a preliminary quality gate, not a complete replacement.

What are the limitations of automated static analysis for code review?

Automated static analysis focuses on detecting logic errors, performance bottlenecks, and security vulnerabilities to produce actionable recommendations. It serves as a preliminary self-review pass to accelerate quality gates rather than replacing comprehensive manual peer review.

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