An intelligent auditing tool that automates the identification of bugs, security risks, and performance bottlenecks within pull requests.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install code-review-assistant-2
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install code-review-assistant-2 using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Code Review Assistant?
The Code Review Assistant is a high-performance skill designed to act as an automated peer reviewer. By integrating into your development workflow, it systematically analyzes code changes to ensure they meet modern industry standards. This tool leverages the power of Openclaw Skills to provide deep insights into codebase health, going beyond simple linting to understand the logical intent and potential side effects of code modifications.
It serves as a critical quality gate, ensuring that every piece of code merged into the main branch is secure, efficient, and maintainable. By reducing the manual burden on senior developers, it accelerates the shipping cycle while simultaneously elevating the overall engineering excellence of the team.
Code Review Assistant Use Cases
- Automated auditing of pull requests for logic errors and potential bugs.
- Identifying critical security vulnerabilities such as SQL injection and XSS before deployment.
- Enforcing consistent naming conventions and architectural best practices across the team.
- Detecting performance bottlenecks like N+1 queries or memory leaks in complex changes.
- Evaluating test coverage and highlighting missing edge-case validations.
How Code Review Assistant Works
- Context Gathering: The skill identifies the programming language, framework, and specific purpose of the files modified in the PR.
- Systematic Analysis: It runs a multi-layered check against security, quality, performance, and best-practice checklists.
- Severity Categorization: Issues are classified by impact level—ranging from Critical (blocking) to Low (minor improvements).
- Structured Feedback Generation: It produces a comprehensive report featuring specific file locations, detailed explanations, and actionable fix suggestions.
- Recommendation Engine: Beyond bug fixes, it offers proactive suggestions for architectural improvements and documentation updates.
Code Review Assistant Setup
To deploy this skill within your environment, ensure you have the Openclaw CLI installed and then add the skill configuration:
# Install the skill from the Openclaw repository
openclaw install code-review-assistant
# Configure your local environment to target specific PRs
openclaw configure code-review-assistant --severity high
Code Review Assistant Data Schema & Taxonomy
The Code Review Assistant organizes its findings into a highly structured taxonomy to facilitate easy consumption by developers. Reports are formatted as follows:
| Section | Description |
|---|---|
| Overview | A high-level summary of the PR's intent and scope. |
| Issues Found | A prioritized list of findings categorized by severity (Critical to Low). |
| Positive Aspects | Recognition of high-quality code patterns or well-implemented logic. |
| Recommendations | Future-looking advice on design patterns, type safety, and technical debt reduction. |
All metadata, including versioning (v1.0.0) and authoring details, are managed via the skill's manifest for easy integration with Openclaw Skills orchestration.
Code Review Assistant Advanced Features
- Multi-tier severity tracking using visual indicators (Critical, High, Medium, Low).
- Language-agnostic analysis capable of adapting to various frameworks and tech stacks.
- Automated validation of resource management and memory leak detection.
- Deep scanning for authentication and authorization flaws in API implementations.
- Support for Openclaw Skills hooks to trigger reviews automatically upon PR creation.
SKILL.md
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