user-critic

Fetch pair-review comments and apply code changes in local or PR contexts.

48|18|Updated Aug 30, 2025
One-click install
npx skills add https://github.com/in-the-loop-labs/pair-review --skill user-critic
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: user-critic
Source: https://github.com/in-the-loop-labs/pair-review/tree/main/plugin/skills/user-critic
Command: npx skills add https://github.com/in-the-loop-labs/pair-review --skill user-critic

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill streamlines the process of incorporating human feedback into code, ensuring that AI-generated code aligns with reviewer expectations and project standards.

Core Features & Use Cases

  • Automated Feedback Integration: Fetches and applies human review comments from the pair-review tool directly to the codebase.
  • Contextual Understanding: Differentiates between local and PR reviews to apply feedback accurately.
  • Use Case: After an AI agent generates code, a human reviewer uses pair-review to leave comments. The developer then uses this Skill to automatically address all those comments, iterating on the code until it meets the required standards.

Quick Start

Use the user-critic skill to fix review comments in the current branch.

Frequently Asked Questions about user-critic

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

FAQPage Schema
How do I address AI review feedback automatically from code review comments?

To address AI review feedback automatically, this Skill fetches human review comments from pair-review and applies code changes to resolve them. It parses the comments to understand required modifications and updates the code files accordingly.

How do I apply human code review comments to a local Git branch?

You can apply human code review comments to a local branch by using the local path and head SHA context. The Skill differentiates between local and PR reviews to fetch and apply feedback accurately to your codebase.

Can I use pair-review feedback to fix code changes in a pull request?

Yes, you can use pair-review feedback to fix code changes in a pull request. The Skill determines repository and PR details automatically to fetch comments and apply the required modifications directly to the PR context.

What is the best way to integrate human reviewer expectations into AI-generated code?

The best way to integrate human reviewer expectations into AI-generated code is to fetch pair-review comments and automatically apply code changes. This streamlines iterating on the code until it meets project standards.

Does this code review automation tool work without external dependencies?

Yes, this code review automation tool works without external dependencies. It operates standalone to fetch review comments, parse required modifications, and report on the changes made to your code files.

Why should I use automated feedback integration for code review changes?

You should use automated feedback integration for code review changes to streamline incorporating human feedback into code. This ensures AI-generated code aligns with reviewer expectations and project standards without manual updates.