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rmarino550
rmarino550COMMUNITY
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review

Analyze code diffs against the base branch for SQL safety and structural issues.

Updated Mar 20, 2026
Search Tags:#code review#software quality#developer productivity#PR analysis#AI-assisted review
One-click install
npx skills add https://github.com/rmarino550/gstack --skill review-rmarino550
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: review
Source: https://github.com/rmarino550/gstack/tree/main/review
Command: npx skills add https://github.com/rmarino550/gstack --skill review-rmarino550

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires Bash, Read, Edit, Write, Grep, Glob, AskUserQuestion, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill streamlines the PR review process by analyzing code changes for potential issues before they are merged, reducing the risk of bugs and improving code quality.

Core Features & Use Cases

  • Code Analysis: Identifies structural issues like SQL safety, LLM trust boundary violations, and conditional side effects.
  • Automated Review: Recommends fixes and suggests when to perform a review.
  • Use Case: When you need to perform a code review before merging a PR, use this Skill to automate the process and catch potential issues early.

Quick Start

Run the /review command to start the review workflow for the current PR.

Frequently Asked Questions about review

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

FAQPage Schema
How do I automate PR analysis before merging code changes?▼

Automated PR analysis evaluates your code diff against the base branch to identify SQL safety risks, LLM trust boundary violations, and conditional side effects before merging. It streamlines the pre-landing code review process by catching structural issues early.

What structural issues can AI-assisted code review detect?▼

AI-assisted code review detects structural issues including SQL safety vulnerabilities, LLM trust boundary violations, and conditional side effects. It analyzes code changes against the base branch to recommend fixes and suggest when to perform a manual review.

How do I run an automated code review on my current PR?▼

Run the /review command to start the automated code review workflow for your current PR. The analysis focuses on the diff against the base branch to identify potential issues before merging.

Does this code review tool check for SQL safety and LLM trust boundary violations?▼

Yes, the code review process specifically checks for SQL safety and LLM trust boundary violations. It also identifies conditional side effects and other structural issues by analyzing the diff against the base branch.

Can I use automated PR analysis to improve software quality before landing code?▼

Automated PR analysis improves software quality by identifying structural issues like SQL safety risks and LLM trust boundary violations before code is merged. It recommends fixes and reduces the risk of bugs entering the codebase.

When should I run an AI-assisted code review during development?▼

You should run an AI-assisted code review when preparing to merge code changes and before landing a PR. It analyzes the diff against the base branch to catch structural issues early in the process.

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