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review

Identify structural issues in branch diffs for pre-landing PR reviews.

Updated Mar 31, 2026
Search Tags:#automation#llm#quality#sql#review#diff#pull-request
One-click install
npx skills add https://github.com/hetsheth-droid/toolbox-template --skill review-hetsheth-droid
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: review
Source: https://github.com/hetsheth-droid/toolbox-template/tree/main/incubating/gstack/review
Command: npx skills add https://github.com/hetsheth-droid/toolbox-template --skill review-hetsheth-droid

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Pre-landing PR reviews are error-prone and time-consuming; this Skill analyzes the diff against the base branch to surface SQL safety issues, LLM trust boundary violations, conditional side effects, and other structural risks before code lands.

Core Features & Use Cases

  • Detect SQL safety issues in diffs and flag potential data leakage.
  • Validate LLM trust boundaries and ensure prompts and tool usage remain within safe guidelines.
  • Proactively surface edge-case risks and provide concrete remediation guidance for engineers and product managers during code reviews.

Quick Start

Run a review with the /review command on your current feature branch to trigger a pre-landing PR assessment.

Frequently Asked Questions about review

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

FAQPage Schema
How do I automate pre-landing PR reviews to catch SQL safety issues?▼

You can automate pre-landing PR reviews by running the /review command on your feature branch to trigger an automated assessment of the diff against the base branch, surfacing SQL safety issues and structural risks before code lands.

What are LLM trust boundaries and how do I validate them in a pull request?▼

LLM trust boundaries ensure prompts and tool usage remain within safe guidelines during code reviews. This Skill validates LLM trust boundaries by analyzing your diff and flagging deviations from requested scopes before merging.

How do I detect conditional side effects and edge-case pitfalls in a branch diff?▼

Detect conditional side effects and edge-case pitfalls by analyzing the diff between your current branch and the base branch. This Skill proactively surfaces structural issues and provides concrete remediation guidance for edge-case risks.

Does this automated code review skill integrate with existing GStack workflows?▼

Yes, this code review Skill integrates with the GStack workflow to log findings and guide users toward a complete, ship-ready review by flagging deviations from the requested scope.

When should I use an automated pre-landing review instead of manual code review?▼

Use an automated pre-landing review when you need to surface structural risks like SQL safety issues, LLM trust boundary violations, and conditional side effects quickly before merging, reducing the error-prone nature of manual reviews.

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