An automated AI agent skill that scans local directories to generate comprehensive technical documentation and architectural overviews.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install code-project-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 code-project-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 Code Project Analyzer?
Code Project Analyzer is a specialized tool within the Openclaw Skills ecosystem designed to bridge the gap between complex source code and human-readable documentation. It performs deep directory scans to identify the core technology stack, dependency chains, and entry points of any software project. By analyzing the structural relationships between files, it synthesizes a high-level overview of the project's purpose and implementation logic.
Whether you are dealing with a legacy codebase or exploring a new repository, this skill provides immediate clarity by generating standardized Markdown documentation. It is an essential utility for developers looking to maintain high standards of documentation with minimal manual effort through the power of Openclaw Skills.
Code Project Analyzer Use Cases
- Rapidly onboarding new team members by providing an instant architectural overview of a repository.
- Automating the creation of professional README.md files and internal technical wikis.
- Auditing unfamiliar or legacy codebases to identify used frameworks, dependencies, and module responsibilities.
- Visualizing project structures to identify architectural bottlenecks or modularity issues.
How Code Project Analyzer Works
- The user initiates the process by providing a local directory path to the Openclaw Skills agent.
- The skill recursively scans the filesystem, identifying configuration files like package.json, requirements.txt, or pom.xml to determine the tech stack.
- It maps the directory hierarchy to differentiate between source code, assets, configuration, and build artifacts.
- The agent analyzes the code logic to extract primary features, application scenarios, and core implementation principles.
- A standardized Markdown document is generated, containing the tech stack, functional modules, and architectural characteristics.
Code Project Analyzer Setup
To use this project analyzer from the Openclaw Skills collection, ensure your environment meets these requirements:
- Node.js version 18 or higher installed on your system.
- Proper local file system read permissions for the directories you wish to analyze.
# Ensure you are in an environment where the agent can access your local path
# Example usage through the agent interface:
Analyze code directory /path/to/your/project
Code Project Analyzer Data Schema & Taxonomy
The skill processes project metadata and organizes it into a structured taxonomy for documentation generation:
| Data Point | Description |
|---|---|
| Tech Stack | Identifies languages (JS, TS, Python, Go, Java) and frameworks (Vue, React, Node). |
| Module Map | Categorizes directories based on their functional role (e.g., controllers, components, utils). |
| Core Logic | Extracts the primary purpose and implementation flow of the application. |
| Output Format | Standardized Markdown including sections for Features, Scenarios, and Principles. |
Code Project Analyzer Advanced Features
- Universal support for major ecosystems including Frontend (JS/TS/Vue/React) and Backend (Node.js/Python/Go/Java).
- Smart directory filtering to ignore noise like node_modules, .git, and temporary build folders.
- High-fidelity architecture extraction that identifies entry points and execution flows.
- Seamless integration into Openclaw Skills workflows for automated project auditing and CI/CD documentation hooks.
SKILL.md
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