critical-code-reviewer

Review code submissions for defects, security holes, and bad patterns.

1|Updated Feb 17, 2026
One-click install
npx skills add https://github.com/JDenn0514/surveycore --skill critical-code-reviewer-jdenn0514
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: critical-code-reviewer
Source: https://github.com/JDenn0514/surveycore/tree/main/.claude/skills/critical-code-reviewer
Command: npx skills add https://github.com/JDenn0514/surveycore --skill critical-code-reviewer-jdenn0514

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Adversarial, structured reviews that uncover security holes, gaps in logic, and maintainability issues in code submissions.

Core Features & Use Cases

  • Comprehensive defect detection across Python, R, JavaScript/TypeScript, SQL, and front-end code, including error handling, edge cases, and performance concerns.
  • Security-focused reviews that flag potential vulnerabilities, data leaks, and insecure patterns.
  • Structured feedback with severity tiers (Blocking, Required, Suggestions) and actionable recommendations for remediation.
  • PR/Code submission integration for scalable reviews with deterministic outputs and clear prioritized guidance.

Quick Start

Submit the code or PR link you want reviewed and specify your quality and security goals to receive a structured, prioritized critique.

Frequently Asked Questions about critical-code-reviewer

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

FAQPage Schema
How do I perform a security-focused code review on a Python PR?

Perform a security-focused code review by submitting the Python PR link to receive structured, adversarial feedback that flags vulnerabilities, data leaks, and insecure patterns. The output categorizes findings into Blocking, Required, and Suggestions severity tiers.

Can I get automated code review feedback for JavaScript and TypeScript code submissions?

Yes, you can get automated code review feedback for JavaScript and TypeScript code submissions. The review evaluates error handling, performance, accessibility, and maintainability, returning actionable recommendations prioritized by severity.

What is the best way to uncover security holes and bad patterns in SQL and front-end code?

The best way to uncover security holes and bad patterns in SQL and front-end code is through an adversarial review process. This approach comprehensively evaluates defect detection, edge cases, and logic gaps to output prioritized remediation guidance.

Does this code review approach support structured feedback for R scripts?

Yes, this code review approach supports structured feedback for R scripts alongside Python, JavaScript, TypeScript, and SQL. It provides deterministic outputs with clear prioritized guidance, categorizing issues into Blocking, Required, and Suggestions tiers.

How do I integrate prioritized code review feedback into my pull request workflow?

Integrate prioritized code review feedback into your pull request workflow by submitting the PR link and specifying your quality and security goals. You receive structured, actionable critiques with concrete recommendations for seamless review integration.

What severity tiers are used when reviewing code for defects and maintainability issues?

When reviewing code for defects and maintainability issues, the severity tiers used are Blocking, Required, and Suggestions. This structured feedback provides clear prioritized guidance and concrete recommendations for remediating uncovered issues.