Dissect - Algorithm Detective 🔍

Automatically detect, analyze, and visualize algorithms in codebases

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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)

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

pip install dissect

Usage

Basic Detection:

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

# Output:
# [✓] quicksort (sorting) - Confidence: 92%
# [✓] bfs (graph) - Confidence: 85%

Visualization:

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 for details. https://discord.gg/ZJz3tT5r

License

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

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Dissect - Because great code deserves to be understood. 🧠