auto-critique

Automate code review for quality, correctness, security, and performance.

4|1|Updated Jan 7, 2026

Search Tags:#developer tools #quality assurance #code review #security analysis #performance tuning #automated testing

Ready to run

npx skills add https://github.com/an8079/take-skills --skill auto-critique

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: auto-critique
Source: https://github.com/an8079/take-skills/tree/main/skills/auto-critique
Command: npx skills add https://github.com/an8079/take-skills --skill auto-critique

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates the process of reviewing code for quality, correctness, security, and performance issues before submission, ensuring higher code standards and reducing manual review time.

Core Features & Use Cases

Automated Code Review: Analyzes code changes against predefined quality, security, and performance metrics.
Multi-dimensional Checks: Covers functional correctness, code quality, security vulnerabilities, performance bottlenecks, and maintainability.
Use Case: After completing a feature, you can trigger this Skill to perform an initial automated review, identifying potential issues like hardcoded secrets or inefficient loops, allowing developers to fix them before human review.

Quick Start

Run an automated code review on the latest changes.

Frequently Asked Questions about auto-critique

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

FAQPage Schema

How do I automate code review for quality and security vulnerabilities?▼

Automated code review triggers checks on functional correctness, security vulnerabilities, performance bottlenecks, and maintainability. It analyzes code changes against predefined metrics, providing detailed reports and performing automatic fixes for identified issues.

What is automated code review and how does it identify performance bottlenecks?▼

Automated code review analyzes code changes against predefined quality, security, and performance metrics. It identifies performance bottlenecks, security vulnerabilities, and maintainability issues through multi-dimensional checks triggered automatically or manually.

Can I use this to check for hardcoded secrets and inefficient loops before submission?▼

Yes, you can trigger an automated review after completing a feature. It identifies potential issues like hardcoded secrets or inefficient loops, generating detailed reports and suggesting fixes before human review.

Does this automated code review tool support manual triggering for code changes?▼

Yes, automated code review supports both automated and manual triggering for code changes. You can manually trigger a review on the latest changes to receive detailed reports and suggested or automatic fixes.

What's the best way to ensure code correctness and maintainability before human review?▼

The best way is to trigger an automated review on your latest changes to check functional correctness and maintainability. This Skill analyzes code against predefined metrics, providing detailed reports and suggesting fixes to reduce manual review time.