gnost 0.1.1

GNOST — Codebase Knowledge

GNOST — Codebase Knowledge

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.

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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

Supported languages:

• Python
• JavaScript
• TypeScript
• Java

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Installation

pip install gnost

Quick Start

gnost onboard .

This will:

• Print a human-readable onboarding summary
• Generate ONBOARD.md
• Generate an execution flow diagram

Usage

gnost summary [path]
gnost stats [path]
gnost folders [path]
gnost files [path] --top 10
gnost onboard [path]

Key Commands

• summary Show a high-level project summary
• stats Show detailed language statistics
• folders Show LOC grouped by folder
• files Show largest files by LOC
• onboard Generate onboarding summary and flow diagrams
• version Display GNOST version

Onboarding & Flow Analysis

• Generate onboarding documentation:

  gnost onboard .
  

• Generate only a Mermaid flow diagram:

  gnost onboard . --mermaid
  

  This produces:
  • ONBOARD.md — onboarding guide
  • FLOW.mmd — pure Mermaid flow diagram

Options

• --include Comma-separated folders to include
• --exclude Comma-separated folders to exclude
• --top Number of files to show with files
• --version Show version and exit
• --help Show help

examples

gnost summary .
gnost stats .
gnost onboard .
gnost onboard . --mermaid
gnost files src --top 20

Philosophy

GNOST is not a static analyzer or linter.

It focuses on:

• Mental model generation
• Execution understanding
• Developer onboarding

It uses heuristic-based static analysis to stay fast, simple, and language-agnostic.

Roadmap

v0.2.0 (Planned)

• Hotspot visualization in Mermaid diagrams
• Standalone gnost hotspots command
• Improved JavaScript / TypeScript import resolution
• Better framework awareness (Express, Spring MVC)
• Optional Tree-sitter based parsing for deeper analysis
• GitHub Action enhancements (PR comments, annotations)

License

MIT License