Can it handle complex, multi-module projects?

Yes, it is specifically designed for module discovery and generates both root-level maps and specific module-level documentation files.

Is this skill language-specific?

DeepInit performs a structural scan that is generally language-agnostic, identifying common module patterns, classes, and entry point structures across various programming languages.

Does it modify my existing source code?

No, it only scans your code to generate documentation files like AGENTS.md and updates metadata within the .oh-my-ccg directory.

What is the main benefit of the DeepInit skill?

It creates a standardized documentation structure that helps AI agents understand the hierarchy and dependencies of your code instantly, leading to more accurate code generation.

What is the project-memory.json file used for?

It acts as a persistent storage for the mapped structure of your project, allowing Claude to maintain context across different sessions without re-scanning everything.

DeepInit Codebase Documenter

Name: DeepInit Codebase Documenter
Author: 1molchuan

by1molchuan

0•

Learning & Documentation

Generates comprehensive, hierarchical documentation and agent-ready context maps for entire codebases.

The deepinit skill automates the process of onboarding AI agents to complex codebases by performing a multi-layered analysis of the project structure. It recursively scans directories, identifies module entry points, maps dependencies, and summarizes key symbols to generate a structured AGENTS.md framework. This ensures that Claude and other agents have a consistent, high-fidelity understanding of the architecture, significantly improving accuracy during development, refactoring, and debugging tasks.

Key Features

01Automated hierarchical AGENTS.md generation for project roots and modules

02Comprehensive root-to-leaf architecture visualization for AI agents

03Persistent project memory storage in .oh-my-ccg/project-memory.json

04Internal and external dependency mapping across the codebase

05Deep analysis of module entry points, exports, and key symbols

060 GitHub stars

Use Cases

01Refreshing project context after major structural changes or refactoring

02Onboarding Claude to a large, undocumented legacy codebase

03Standardizing architecture documentation across a modular project or monorepo

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add 1molchuan/oh-my-ccg deepinit

For use in Claude.ai and ChatGPT