A professional Python code analysis and optimization tool providing security scans, syntax validation, and ready-to-use refactored code.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install python-code-analyz
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 python-code-analyz 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 Analyzer Skill?
Code Analyzer is a robust extension for Openclaw Skills designed to streamline the Python development lifecycle. It provides developers with a professional-grade suite for syntax validation, AST structure analysis, and deep security vulnerability scanning. By integrating with an AI agent, it goes beyond simple linting to offer actionable performance optimization suggestions and fully refactored code snippets that can be implemented immediately.
The tool is built upon trusted open-source foundations including the Python AST module, Bandit for security, and Radon for complexity metrics. Whether you are debugging a single script or managing a large-scale project, this skill ensures your code meets high standards for stability, security, and efficiency.
Code Analyzer Skill Use Cases
- Identifying security vulnerabilities like hardcoded secrets, SQL injection, and command injection.
- Optimizing performance by detecting inefficient loops, redundant calculations, and caching opportunities.
- Automating code reviews to maintain high quality and consistent type hints across complex projects.
- Refactoring legacy Python code into modern, clean, and type-safe implementations.
How Code Analyzer Skill Works
- The tool performs an initial syntax check using AST parsing to verify code validity and structure.
- It executes a comprehensive static analysis scan focusing on security threats, performance bottlenecks, and code smells.
- Issues are categorized into a prioritized reporting system ranging from P0 (Critical/Security) to P3 (Stylistic/Optional).
- The skill generates a detailed impact assessment and provides an optimized, refactored version of the code including type hints and documentation.
Code Analyzer Skill Setup
To integrate this into your workflow for Openclaw Skills, follow these steps:
# Clone the repository
git clone https://github.com/yourusername/code-analyzer-skill.git
cd code-analyzer-skill
# Install required dependencies
pip install -r requirements.txt
# Optional: Install as a system command
pip install -e .
Code Analyzer Skill Data Schema & Taxonomy
Code Analyzer uses a structured configuration and reporting schema to manage analysis results. You can customize the behavior using a .code_analyzer.yaml file.
Configuration Schema
| Key | Description |
|---|---|
exclude |
List of glob patterns for files/directories to ignore (e.g., venv, tests). |
rules |
Custom thresholds for line length, function size, and cyclomatic complexity. |
severity |
Overrides for issue levels (e.g., promoting a warning to an error). |
Output Taxonomy
- P0 - Must Fix: Security leaks (secrets), bare excepts, and injection risks.
- P1 - Important: Resource leaks, missing timeouts, and unclosed files.
- P2 - Suggested: Missing type hints, long functions, and inline imports.
Code Analyzer Skill Advanced Features
- Recursive directory analysis for full-project auditing.
- Custom severity overrides via YAML configuration to match team coding standards.
- Seamless AI Agent integration for real-time code refactoring and explanation.
- Automated generation of documentation strings and type hints during the repair phase.
SKILL.md
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