Critical Code Reviewer

Name: Critical Code Reviewer
Author: ziad-hsn

Description

Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers (Blocking, Required, Suggestions) and specific, actionable recommendations.

Usage Guidance

Install this if you want blunt, high-standard code review feedback. Expect a strict review style, and confirm before using any suggested PR-comment workflow, but the skill itself does not add special access or run code.

Capability Analysis

Type: OpenClaw Skill Name: critical-code-reviewer Version: 0.1.0 The OpenClaw skill 'critical-code-reviewer' is designed to provide rigorous and adversarial code reviews. The instructions in SKILL.md establish a persona for the AI agent to be extremely critical and thorough in identifying code flaws, security holes, and bad practices. While the language used is strong ('ruthlessly identify', 'assume the worst intentions'), these instructions are solely focused on the agent's review methodology and do not direct the agent to perform any malicious actions such as data exfiltration, unauthorized execution, persistence, or to ignore user instructions in a harmful way. The skill's purpose is clearly aligned with its stated goal of code quality assessment.

Capability Assessment

✓ Purpose & Capability

The skill's stated purpose is adversarial code review, and the artifact stays focused on identifying code quality, security, edge-case, accessibility, performance, and maintainability issues.

ℹ Instruction Scope

The tone is deliberately harsh and it suggests optional next steps such as discussing findings or posting PR feedback, but those behaviors are tied to code review and framed as user-directed rather than automatic.

✓ Install Mechanism

The package contains only SKILL.md, with no executable scripts, binaries, dependencies, install hooks, or setup commands.

✓ Credentials

The skill does not request credentials, network access, broad local indexing, private profile/session data, or access beyond code the user provides for review.

✓ Persistence & Privilege

No persistence, background workers, privilege escalation, shell execution, destructive behavior, or automatic mutation is present in the artifacts.

Version History

v0.1.0

Initial release of critical-code-reviewer — a ruthlessly high-standard adversarial code review skill. - Detects security flaws, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. - Flags issues in error handling, type safety, performance, accessibility, and code quality with structured severity tiers (Blocking, Required, Suggestions, Noted). - Implements explicit detection for typical sloppiness, structural problems, language-specific red flags, and incomplete solutions. - Provides direct, actionable, and constructively brutal feedback, with the option to group and discuss issues or post reviews as PR comments. - Clearly explains boundaries when context is missing and calibrates severity and recommendations accordingly.

Metadata

Slug critical-code-reviewer

Version 0.1.0

License —

All-time Installs 210

Active Installs 25

Total Versions 1

Frequently Asked Questions

What is Critical Code Reviewer?

Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers (Blocking, Required, Suggestions) and specific, actionable recommendations. It is an AI Agent Skill for Claude Code / OpenClaw, with 6116 downloads so far.

How do I install Critical Code Reviewer?

Run "/install critical-code-reviewer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Critical Code Reviewer free?

Yes, Critical Code Reviewer is completely free (open-source). You can download, install and use it at no cost.

Which platforms does Critical Code Reviewer support?

Critical Code Reviewer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Critical Code Reviewer?

It is built and maintained by ziad-hsn (@ziad-hsn); the current version is v0.1.0.

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