How does it identify 'gotchas' in the code?

It scans for non-obvious behaviors, fragile logic, and developer comments like TODO, FIXME, or HACK to alert users to potential friction points.

What is a CLAUDE.md file?

A CLAUDE.md file is a context document that Claude Code auto-loads to understand the specific rules, architecture, and patterns of a directory, improving its coding accuracy.

Does this skill work with any programming language?

Yes, this skill is language-agnostic. it analyzes the logic and structure of the files it finds regardless of the programming language used.

Will it overwrite my existing documentation?

The skill is designed to update existing CLAUDE.md files with new insights discovered in the code rather than completely overwriting your manual edits.

Can other AI tools use the documentation generated by this skill?

Absolutely. While optimized for Claude Code, the markdown output provides readable, structured context that benefits GitHub Copilot, ChatGPT, and human developers alike.

Module Documenter

Name: Module Documenter
Author: selcukyucel

byselcukyucel

•

학습 및 문서화

Generates context-rich CLAUDE.md files by analyzing source code to provide instant project intelligence for AI assistants and developers.

The Document skill automates the creation and maintenance of CLAUDE.md context files, which are essential for optimizing the performance of Claude Code within specific directories. By performing a deep analysis of a module's actual source code, the skill extracts critical architectural patterns, data flow logic, and public interfaces. Unlike generic documentation tools, it focuses on practical 'context'—identifying fragile edge cases, dependencies, and common maintenance tasks—to ensure that both AI agents and human developers have the exact information needed to work effectively within an unfamiliar area of the codebase.

주요 기능

01Deep analysis of module architecture and data flow patterns

02Automated generation of Claude Code-native CLAUDE.md files

03Identification of 'gotchas', TODOs, and fragile code areas

04Automated mapping of public interfaces and module dependencies

05Synchronization of local module insights with root-level project context

066 GitHub stars

사용 사례

01Establishing context for an AI assistant before starting work on an undocumented module

02Onboarding developers to complex, unfamiliar areas of a large repository

03Updating stale documentation automatically after significant code refactors

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add selcukyucel/north-starr document

For use in Claude.ai and ChatGPT

Download Skill