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gemini-scan

Review source code with Gemini AI and report issues by severity.

Updated Feb 17, 2026
Search Tags:#quality assurance#static analysis#code review#ai#production readiness#gemini
One-click install
npx skills add https://github.com/Objective-Arts/lens-dist --skill gemini-scan
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: gemini-scan
Source: https://github.com/Objective-Arts/lens-dist/tree/main/skills/gemini-scan
Command: npx skills add https://github.com/Objective-Arts/lens-dist --skill gemini-scan

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a read-only code review using Gemini to identify potential issues and anti-patterns without making any changes.

Core Features & Use Cases

  • Read-only Code Analysis: Scans code for quality issues and AI-generated antipatterns.
  • Issue Reporting: Reports findings with severity levels (Critical, High, Medium, Low) and suggested fixes.
  • Use Case: Before submitting a pull request, run this skill to get an objective assessment of your code's quality and adherence to best practices, ensuring it meets senior engineer standards.

Quick Start

Use the gemini-scan skill to review the code in the src/ directory.

Frequently Asked Questions about gemini-scan

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

FAQPage Schema
How do I run a static code review for production readiness before a pull request?▼

Static code review for production readiness is performed by scanning specified file paths or recently modified files within source code directories. It analyzes the code read-only to identify quality issues and AI-generated antipatterns.

Can AI code review tools identify AI-generated antipatterns in my source code?▼

AI code review tools can identify AI-generated antipatterns by loading specific rubrics for review criteria. The Gemini AI model analyzes your code read-only to detect these patterns and reports findings by severity levels.

Does the Gemini code review process modify my files during static analysis?▼

Gemini code review is a read-only static analysis process that does not modify your files. It evaluates the code against specific rubrics and outputs a structured report detailing findings by severity without making any changes.

What is the best way to get an objective quality assurance assessment of my code?▼

The best way to get an objective quality assurance assessment is to run an AI code review using specific rubrics. This provides a structured report detailing findings by severity levels, ensuring your code meets senior engineer standards.

How does code review severity reporting work for AI-generated antipatterns?▼

Code review severity reporting for AI-generated antipatterns works by categorizing findings into Critical, High, Medium, and Low levels. The AI model analyzes the code read-only and outputs a structured report detailing these findings and suggested fixes.

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