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ElbertePlinio
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review

Identify high-confidence bugs and security issues in pull request diffs.

Updated Jul 13, 2026
Search Tags:#diff analysis#code review#pull request#security audit#bug detection#vulnerability scanning
One-click install
npx skills add https://github.com/ElbertePlinio/dotfiles --skill review-elberteplinio
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: review
Source: https://github.com/ElbertePlinio/dotfiles/tree/main/private_dot_factory/plugins/marketplaces/factory-plugins/plugins/core/skills/review
Command: npx skills add https://github.com/ElbertePlinio/dotfiles --skill review-elberteplinio

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Manually reviewing code diffs is time-consuming and prone to missing high-confidence bugs, security vulnerabilities, and logic errors that can cause production outages or data breaches.

Core Features & Use Cases

  • High-Confidence Bug Detection: Flags only actionable, verified issues in pull request and branch diffs, avoiding speculative or stylistic nitpicks.
  • Systematic Pattern Checks: Scans for common bug patterns including null safety gaps, injection vulnerabilities, concurrency hazards, and async/await pitfalls.
  • Use Case: A development team merging a new feature branch can use this skill to automatically identify unhandled edge cases and security flaws before code is deployed to production.

Quick Start

Use the review skill to analyze the latest pull request diff for your project and receive a prioritized list of confirmed bugs and security issues.

Frequently Asked Questions about review

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

FAQPage Schema
How do I catch bugs in a pull request diff before merging?▼

To catch bugs in a pull request diff before merging, analyze the code changes to identify high-confidence, actionable issues like null safety gaps and logic errors. This systematic pattern check prevents production outages by validating modified code correctness.

What is high-confidence bug detection in code review?▼

High-confidence bug detection in code review is the process of scanning branch diffs to flag only actionable, verified issues. It avoids speculative or stylistic nitpicks, focusing strictly on functional correctness and security vulnerability detection in the modified code.

Can I use automated diff analysis for security auditing?▼

Yes, you can use automated diff analysis for security auditing to detect injection vulnerabilities and other security flaws. It systematically scans code changes from pull requests to satisfy security vulnerability detection requirements before deployment.

Does this code review approach flag stylistic issues and nitpicks?▼

No, this code review approach does not flag stylistic issues or nitpicks. It targets only high-confidence, actionable bugs and vulnerability scanning results, specifically avoiding speculative findings to focus on breaking change identification and correctness validation.

What common bug patterns does vulnerability scanning identify in code changes?▼

Vulnerability scanning in code changes identifies common bug patterns including null safety gaps, injection vulnerabilities, concurrency hazards, and async/await pitfalls. These systematic pattern checks ensure high-confidence bug detection in pull request and branch diffs.

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