An automated documentation engine that generates beginner-friendly READMEs, architecture guides, and API documentation for any codebase.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install codebase-documenter
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 codebase-documenter 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 Codebase Documenter?
The Codebase Documenter is a sophisticated tool designed for the Openclaw Skills ecosystem to bridge the gap between complex source code and human understanding. It streamlines the creation of essential technical assets like README files, architecture overviews, and inline code comments by following principles of progressive disclosure and why-first explanation. By automating the boilerplate of documentation, this skill ensures that new developers can onboard faster and maintain a clear mental model of the system architecture.
This skill doesn't just describe what the code does; it focuses on providing context, examples, and visual aids. Whether you are launching a new open-source project or maintaining a complex enterprise system, incorporating this into your Openclaw Skills workflow ensures your documentation remains professional, consistent, and highly accessible to developers of all skill levels.
Codebase Documenter Use Cases
- Initializing a new project with a comprehensive, professional README structure.
- Generating detailed API documentation for REST or GraphQL endpoints including request and response schemas.
- Documenting complex architectural decisions and data flows for legacy systems to prevent knowledge silos.
- Adding meaningful inline comments to clarify non-obvious business logic and edge cases.
How Codebase Documenter Works
- Analyzes the codebase to identify entry points, dependencies, and core abstractions.
- Selects the appropriate documentation type (README, Architecture, API, or Comments) based on user intent.
- Populates specialized templates with project-specific context and real-world code examples.
- Generates visual aids like annotated file trees and step-by-step data flow diagrams to enhance clarity.
- Performs a final review to ensure the documentation is accessible to beginners and technically accurate.
Codebase Documenter Setup
To integrate this skill into your environment, ensure you have the necessary template assets available in your project directory. This is a core component of the Openclaw Skills library for technical writers.
# Initialize the documentation skill
openclaw install codebase-documenter
# Verify template availability in your local environment
ls assets/templates/
Codebase Documenter Data Schema & Taxonomy
The skill organizes its operations using a structured template system and reference guidelines to ensure high-quality output.
| Component | Path | Description |
|---|---|---|
| Templates | assets/templates/ |
Pre-defined Markdown structures for README, API, and Architecture docs. |
| Style Guides | references/ |
Guidelines for documentation tone, visual aids, and best practices. |
| Source Code | src/ |
The target code analyzed to extract logic and metadata. |
| Output Files | Project Root | Generated documentation files (e.g., README.md, ARCHITECTURE.md). |
Codebase Documenter Advanced Features
- Automatic generation of visual file tree structures with annotations for every major directory.
- Design Decision Tracking to capture the context and trade-offs behind specific architectural choices.
- Multi-level data flow mapping that visualizes how information moves from user input to database storage.
- Context-aware inline commenting that explains the business logic and "why" behind complex algorithms rather than just repeating the syntax.
SKILL.md
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