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在 OpenClaw 中安装
/install critical-code-reviewer
功能描述
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.
安全使用建议
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.
功能分析
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.
能力评估
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.
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.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install critical-code-reviewer - 安装完成后，直接呼叫该 Skill 的名称或使用
/critical-code-reviewer触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
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.
元数据
常见问题
Critical Code Reviewer 是什么？
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. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 6116 次。
如何安装 Critical Code Reviewer？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install critical-code-reviewer」即可一键安装，无需额外配置。
Critical Code Reviewer 是免费的吗？
是的，Critical Code Reviewer 完全免费（开源免费），可自由下载、安装和使用。
Critical Code Reviewer 支持哪些平台？
Critical Code Reviewer 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Critical Code Reviewer？
由 ziad-hsn（@ziad-hsn）开发并维护，当前版本 v0.1.0。
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