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GNOST — Codebase Knowledge

Project description

GNOST — Codebase Knowledge

PyPI Python License

GNOST helps developers understand unfamiliar codebases by automatically identifying entry points, execution flow, and core logic. It is designed for first-day onboarding, not just code statistics.

Why GNOST?

  • Quickly build a mental model of a new codebase
  • See how execution flows without reading everything
  • Generate onboarding docs and Mermaid diagrams with one command

What GNOST Does

  • Detects where execution starts
  • Infers high-level execution flow
  • Identifies hotspot files (most important code)
  • Generates onboarding documentation
  • Produces Mermaid flow diagrams
  • Works across multiple languages

Getting Started

Install:

pip install gnost

Run the onboarding scan:

gnost onboard .

Minimal usage examples:

gnost summary .
gnost stats .

Supported languages: Python, JavaScript, TypeScript, Java.

Project Links

Full Documentation and Usage:

Docs

Changelog:

Changelog

Philosophy

GNOST focuses on fast, heuristic-based static analysis to help developers onboard quickly. It prioritizes clarity and actionable summaries over exhaustive analysis.

Onboarding

This repository includes an auto-generated onboarding guide.

Onboarding

Generated by GNOST to help understand the codebase.

License

MIT License

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