Can I review local changes before pushing to GitHub?

Yes, you can use the '/pr-review branch' command to compare your current local branch against main and receive a full review of your uncommitted or unpushed changes.

How does this skill differ from standard CI checks?

While standard CI handles linting and formatting, this skill focuses on high-level concerns like API design, thread safety, and logic-based backward compatibility that automated linters cannot detect.

What tools are required to use this skill?

This skill utilizes the GitHub CLI (gh) for remote PR data and standard Git commands for local branch analysis. It is recommended to have these tools installed and authenticated.

How do I get a more detailed review?

By appending the word 'detailed' to your command, such as '/pr-review 12345 detailed', the skill will provide specific file-and-line comments in addition to the category summary.

Does it support PyTorch's C++ and Python components?

Yes, the review checklist specifically includes criteria for both Python and C++ codebases, including CPython C API and NoGIL considerations.

PyTorch PR Reviewer

Name: PyTorch PR Reviewer
Author: pytorch

bypytorch

•

97,864

•

협업 도구

Reviews PyTorch pull requests and local branches for code quality, security, and backward compatibility using project-specific guidelines.

The PyTorch PR Reviewer skill automates the technical evaluation of code changes within the PyTorch ecosystem, focusing on critical areas that standard CI often misses. It performs deep analysis of architectural patterns, API design, thread safety, and backward compatibility (BC) to ensure contributions meet PyTorch's rigorous standards. By integrating with the GitHub CLI and local Git commands, the skill provides actionable feedback on PRs or local branches, helping developers identify performance regressions, security vulnerabilities, and breaking changes before they reach production.

주요 기능

01Comprehensive backward compatibility (BC) evaluation based on PyTorch guidelines

02Automated analysis of PR metadata and diffs using GitHub CLI integration

03Support for detailed line-by-line feedback on specific file changes

04Specialized thread safety checks for C++, CPython C API, and NoGIL environments

0597,864 GitHub stars

06Structured review output covering performance, security, and testing adequacy

사용 사례

01Performing deep technical peer reviews on existing PyTorch pull requests

02Auditing complex changes for thread safety and performance implications in tensor operations

03Pre-submitting a local branch to catch architectural or BC issues before opening a PR

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add pytorch/pytorch pr-review

For use in Claude.ai and ChatGPT

Download Skill