An intelligent Openclaw Skills utility that clones GitHub repositories and utilizes DeepSeek AI to perform deep code quality and security audits.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install github-code-analyzer
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 github-code-analyzer 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 GitHub Code Analyzer?
The GitHub Code Analyzer is a robust tool designed to bring automated repository auditing to the Openclaw Skills ecosystem. By integrating directly with git and DeepSeek's advanced large language models, it allows developers to gain immediate visibility into the health of any public codebase. The skill focuses on identifying structural patterns, hidden bugs, and potential security vulnerabilities that manual reviews might miss.
This skill is particularly valuable for developers who need to vet open-source dependencies or perform rapid architectural reviews. By leveraging specialized models like deepseek-coder, the analyzer provides context-aware suggestions that go beyond simple linting, offering a sophisticated AI-driven perspective on project maintainability and performance.
GitHub Code Analyzer Use Cases
- Performing security due diligence on open-source libraries before integration.
- Generating comprehensive architectural overviews for onboarding onto new projects.
- Identifying logic bugs and optimization opportunities in public repositories.
- Auditing project structure and file organization against industry best practices.
How GitHub Code Analyzer Works
- The skill triggers via the analyze command followed by a public GitHub URL.
- It executes a shallow clone using the --depth 1 flag to ensure rapid data retrieval without downloading the full commit history.
- The tool maps the directory tree to understand the project's organizational structure.
- Relevant code samples are extracted and sent to the DeepSeek API for intelligent processing.
- The AI generates a structured report detailing code quality, security risks, and specific improvement suggestions.
GitHub Code Analyzer Setup
To get started with this tool in your Openclaw Skills environment, ensure you have a git client installed and your DeepSeek API credentials configured.
# Run an analysis on a target repository
analyze https://github.com/owner/repo
# Specify a specialized model for deeper code logic analysis
analyze https://github.com/owner/repo --model deepseek-coder
GitHub Code Analyzer Data Schema & Taxonomy
The GitHub Code Analyzer organizes its findings into a clear, actionable format. The data processed includes:
| Data Point | Description |
|---|---|
| Project Structure | A visual map of the repository's folders and core files. |
| Quality Assessment | High-level metrics on code cleanliness and readability. |
| Bug Identification | A list of logical flaws or potential runtime errors found in samples. |
| Security Vulnerabilities | Highlights of insecure coding patterns or exposed risks. |
| Improvement Roadmap | Ranked suggestions for refactoring and architectural enhancement. |
GitHub Code Analyzer Advanced Features
- Multi-model support allowing users to toggle between general-purpose DeepSeek and specialized deepseek-coder models.
- Optimized cloning logic that minimizes bandwidth and disk usage for large codebases.
- Language-agnostic sampling that supports auditing projects written in diverse programming languages.
- Resilient fallback mechanism that provides a structural overview even if the AI analysis API is unreachable.
SKILL.md
Loading
Related Openclaw Skills
Video Edit Strategy
An AI-driven planning engine that transforms raw footage and creative intent into structured JSON editing blueprints for automated video production.
Dashboard Humanize
A professional CLI utility designed to remove AI signatures and humanize text using the Dashboard Console API.
XHS Note Generator
An AI-powered automation skill designed to generate professional XiaoHongShu notes, including copy, tags, and images via the Xiaonian API.
Image Compression Skill
An automated image optimization skill for macOS that ensures your media meets platform size limits before sending.
GitHub CLI Integration
A powerful integration for managing GitHub repositories, issues, and pull requests directly through the GitHub CLI.
Agent Communication
A specialized skill enabling persistent and secure cross-session communication between autonomous AI agents.
Featured*
