pr-review

Name: pr-review
Availability: InStock
Author: mattmacleod16-svg

Analyze PyTorch PRs for code quality, test coverage, security, and compatibility.

1|Updated Feb 25, 2026

Search Tags:#github #static-analysis #code-review #pull-request #pr-review #gh-cli #review-checklist

Ready to run

npx skills add https://github.com/mattmacleod16-svg/freedomforge-max --skill pr-review-mattmacleod16-svg

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: pr-review
Source: https://github.com/mattmacleod16-svg/freedomforge-max/tree/main/.agents/skills/pr-review
Command: npx skills add https://github.com/mattmacleod16-svg/freedomforge-max --skill pr-review-mattmacleod16-svg

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

PyTorch PR reviews often rely on CI results; this skill helps reviewers assess code quality, test coverage, security implications, and backward compatibility beyond automated checks.

Core Features & Use Cases

Asynchronous PR review: Evaluate code quality, test coverage, security vulnerabilities, and backward compatibility for PyTorch PRs.
Guided workflow: Provides structured review prompts and recommended checklists for reviewers.
Use Case: When a PR touches core libraries, use this skill to ensure changes maintain compatibility and security standards.

Quick Start

Provide a PR number or URL to review, or switch to a local branch with the /pr-review branch command.

Frequently Asked Questions about pr-review

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

FAQPage Schema

How do I review a PyTorch pull request beyond automated CI checks?▼

To review a PyTorch pull request beyond CI, use this skill to evaluate code quality, test coverage, security vulnerabilities, and backward compatibility. It fetches PR details and diffs via gh pr view and gh pr diff commands.

What is the best way to check backward compatibility when modifying core PyTorch libraries?▼

Checking backward compatibility for core PyTorch libraries involves applying structured review checklists to assess code changes. This skill provides guided review prompts to ensure modifications maintain existing compatibility and security standards.

How do I fetch a GitHub pull request diff for local code review?▼

Fetching a GitHub pull request diff for local code review requires using gh pr diff and gh pr view commands. Alternatively, you can switch to a local branch using git commands to inspect the changes directly.

Can I use static analysis to find security vulnerabilities in my pull request?▼

Yes, you can use static analysis to find security vulnerabilities in your pull request. This skill analyzes code changes to identify potential security issues alongside test coverage and backward compatibility problems.

Does this code review tool work without any external dependencies?▼

Yes, the code review tool works without external dependencies. It operates independently using standard git and gh-cli commands to fetch PR details and inspect local branches for asynchronous review.

When do I need a guided review checklist for a pull request?▼

You need a guided review checklist for a pull request when changes touch core libraries and require thorough assessment of code quality and security. It helps ensure modifications maintain compatibility standards beyond automated checks.