An AI-driven code analysis tool that identifies bugs, security vulnerabilities, and logic flaws within your source code.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install quack-code-review
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 quack-code-review 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?
The Code Review skill integrates advanced AI analysis from LogicArt directly into your development workflow. It provides deep insights into code logic, security posture, and overall quality, making it an essential addition to any developer's toolkit within the ecosystem of Openclaw Skills. By leveraging sophisticated algorithms, it goes beyond simple linting to offer logic flow visualizations and prioritized improvement suggestions.
Whether you are a solo developer or part of a larger team, this skill ensures that your code remains robust and maintainable. It allows for rapid feedback loops during the development process, helping to catch critical issues before they ever reach production.
Code Review Use Cases
- Reviewing new pull requests or code snippets for logical errors.
- Identifying hidden security vulnerabilities before deployment.
- Analyzing code complexity to improve long-term maintainability.
- Generating logic flow visualizations for complex functions to aid understanding.
- Automating code quality checks within local development environments.
How Code Review Works
- The user triggers the skill using natural language commands like "analyze code" or "find bugs".
- The skill extracts the provided code snippet or reads the content of a specified local file.
- A request is processed via the local analysis script or sent to the LogicArt API endpoint.
- The AI engine analyzes the code to calculate complexity scores, identify issues, and map logical execution flows.
- Results are returned to the user, structured by severity and priority for immediate action.
Code Review Setup
To get started with this skill in your Openclaw Skills environment, ensure you have the necessary script files in your base directory. You can run analysis via the CLI using the following commands:
# Analyze a direct code string
node scripts/analyze.mjs --code "function add(a,b) { return a - b; }"
# Analyze a specific local file
node scripts/analyze.mjs --file path/to/your/code.js
For API-based integration, ensure your environment can reach https://logic.art/api/agent/analyze.
Code Review Data Schema & Taxonomy
The skill processes and returns data structured to provide maximum clarity on code health:
| Attribute | Description |
|---|---|
| bugs | List of identified functional errors or logical mistakes |
| security_issues | Detected vulnerabilities and potential security risks |
| complexity_score | A numerical metric representing code maintainability |
| suggestions | A prioritized list of actionable refactoring tips |
| logic_flow | A representation of the code's logical execution path |
Code Review Advanced Features
- Support for full repository scanning via external integration with Validate Repo.
- Seamless chaining with workflow-engine to incorporate reviews into CI/CD pipelines.
- Specialized agent support via quack-coordinator for multi-perspective code audits.
- Direct REST API access for custom tooling and automation scripts.
- Support for multiple programming languages including JavaScript and beyond.
SKILL.md
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