https://github.com/lemniscate-sha-256/dissect

Automatically detect, analyze, and visualize algorithms in codebases
https://github.com/lemniscate-sha-256/dissect

algorithm-analysis algorithms algorithms-and-data-structures api codeflow complexity-algorithm complexity-analysis debugger debugging debugging-tool educational-project flowchart-diagrams flowgraph hacking-tool hacking-tools javascript python static static-code-analysis

Last synced: 8 days ago
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Automatically detect, analyze, and visualize algorithms in codebases

• Host: GitHub
• URL: https://github.com/lemniscate-sha-256/dissect
• Owner: Lemniscate-SHA-256
• Created: 2025-01-22T05:06:02.000Z (17 days ago)
• Default Branch: main
• Last Pushed: 2025-01-27T11:39:40.000Z (11 days ago)
• Last Synced: 2025-01-27T12:39:21.363Z (11 days ago)
• Topics: algorithm-analysis, algorithms, algorithms-and-data-structures, api, codeflow, complexity-algorithm, complexity-analysis, debugger, debugging, debugging-tool, educational-project, flowchart-diagrams, flowgraph, hacking-tool, hacking-tools, javascript, python, static, static-code-analysis
• Language: Python
• Homepage:
• Size: 21.3 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Dissect - Algorithm Detective 🔍

[![CI/CD](https://github.com/yourusername/dissect/actions/workflows/ci.yml/badge.svg)](https://github.com/yourusername/dissect/actions)

[![Coverage](https://codecov.io/gh/yourusername/dissect/branch/main/graph/badge.svg)](https://codecov.io/gh/yourusername/dissect)

**Automatically detect, analyze, and visualize algorithms in codebases**

---

## Overview

Dissect scans your code to:

- 🔎 **Identify algorithms** (sorting, graph traversal, etc.)

- 📊 **Analyze complexity** (time/space Big-O notation)

- 🎨 **Generate visualizations** (Netron-like flowcharts)

- **Category-Driven Visualization**  

  Algorithms are color-coded by type (sorting=red, graph=blue)

![flowchart](https://github.com/user-attachments/assets/310a4051-c8f9-4d20-bbbc-0916de4faa8a)

## Features

- **Multi-Language Support**: Python, JavaScript, Java (more coming)

- **Algorithm Taxonomy**: Categorizes implementations into hierarchies

- **Educational Annotations**: Explains algorithm logic in context

- **CI/CD Ready**: Integrates with GitHub Actions

## Installation

```bash

pip install dissect

```

## Usage

**Basic Detection**:

```bash

dissect analyze --file ./src/sorting.py

# Output:

# [✓] quicksort (sorting) - Confidence: 92%

# [✓] bfs (graph) - Confidence: 85%

```

**Visualization**:

```bash

dissect visualize --file ./src/graph.py --output architecture

# Saves architecture.png

```

## Contributing

1. Fork the repository

2. Create a feature branch (`git checkout -b feat/amazing-feature`)

3. Commit changes (`git commit -m 'feat: add amazing feature'`)

4. Push to branch (`git push origin feat/amazing-feature`)

5. Open a Pull Request

See [CONTRIBUTING.md](CONTRIBUTING.md) for details.

https://discord.gg/ZJz3tT5r

## License

Distributed under the MIT License. See `LICENSE` for more information.

---

**Dissect** - Because great code deserves to be understood. 🧠