librarian

Explore multi-repo codebases across GitHub, npm, PyPI, and crates.

Updated Dec 21, 2024

Search Tags:#GitHub #multi-repo #open-source #architecture-diagrams #librarian #codebase-exploration #library-patterns

Ready to run

npx skills add https://github.com/ryanmiville/dotfiles --skill librarian-ryanmiville

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: librarian
Source: https://github.com/ryanmiville/dotfiles/tree/main/home/.agents/skills/librarian
Command: npx skills add https://github.com/ryanmiville/dotfiles --skill librarian-ryanmiville

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps developers and researchers quickly understand complex multi-repository codebases by identifying architecture, patterns, and implementations across GitHub, npm, PyPI, and crates, enabling faster learning and better design decisions.

Core Features & Use Cases

Cross-repo research: Compare library implementations, traces of data flow, and architectural decisions across multiple sources.
Pattern discovery: Identify common design patterns and anti-patterns across repositories.
Architecture mapping: Generate high-level diagrams showing module relationships and dependencies.

Quick Start

Start with a high-level exploration of a target library, then drill into entry points, exports, and structure to build a comparative view of its architecture.

Frequently Asked Questions about librarian

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I understand architecture and patterns across multiple GitHub repositories?▼

To understand multi-repo architecture, you explore each library's entry points, exports, and module structure, then build a comparative view of design decisions and data flow across repositories to reveal common patterns and dependencies.

What's the best way to compare library implementations across npm, PyPI, and crates?▼

Comparing library implementations across npm, PyPI, and crates involves cross-repository research to trace data flow, identify shared design patterns and anti-patterns, and map architectural differences to evaluate structure and design decisions.

Can I generate architecture diagrams showing module relationships from an open-source codebase?▼

Yes, you can generate architecture diagrams by exploring a target library's structure, drilling into its module relationships and dependencies, and mapping the connections into a high-level visual representation of the codebase internals.

Do I need a special development environment to explore multi-repo codebases?▼

No special setup is required beyond a standard development environment to explore multi-repo codebases, identify architecture and patterns, and generate output diagrams across GitHub, npm, PyPI, and crates.

How do I start cross-repository research for a target library?▼

Start cross-repository research with a high-level exploration of the target library, then drill into its entry points, exports, and internal structure to progressively build a comparative architectural view across multiple sources.