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A Python-based CLI tool that analyzes codebases and generates detailed reports

Project description

Insight

Insight is a Python-based CLI tool that analyzes codebases and generates detailed reports. It provides both static analysis and AI-powered explanations (via Gemini API or local models).

Features

  • Analyze 30+ programming, web, and config file types.

  • Generate a report/ folder with:

    • One detailed .md file per source file.
    • A summary.md overview of the entire codebase.
  • Collect static metrics:

    • Total lines
    • Functions, classes, imports
    • Number of comments
  • AI-powered insights:

    • File explanations in plain language
    • Probability score (1–10) for AI/LLM-generated code

Installation

Clone the repository:

git clone https://github.com/yourusername/insight.git
cd insight

Create a virtual environment and install dependencies:

python3 -m venv venv
source venv/bin/activate   # Mac/Linux
venv\Scripts\activate      # Windows

pip install -r requirements.txt
pip install -e .

Setup

If using Gemini API, set your API key:

export GEMINI_API_KEY="your_api_key_here"   # Mac/Linux
setx GEMINI_API_KEY "your_api_key_here"     # Windows

Usage

Analyze the current directory:

insight .

Limit the number of files analyzed (useful for testing):

insight . --limit 5

Change output directory:

insight . -o my_reports

Reports will be saved in the specified folder, one Markdown file per source file plus a summary.md.

Supported File Types

  • Programming: .py, .js, .ts, .java, .cpp, .c, .cs, .go, .php, .rb, .rs, .swift, .kt, .scala, .dart, .m, .mm, .lua, .pl, .sh, .bat
  • Web: .html, .htm, .css, .scss, .less, .ejs, .erb, .mustache
  • Config: .json, .yaml, .yml, .toml, .ini, .cfg, .xml
  • Docs: .md, .rst
  • Build/DevOps: .gradle, .pom, .makefile, .cmake, .dockerfile
  • Database: .sql

Roadmap

  • Add .insightignore support to skip specific files/folders.
  • Export reports in HTML and PDF formats.
  • Support for local AI engines (Ollama, LM Studio).
  • Interactive web dashboard for reports.

License

This project is licensed under the MIT License.

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