genpark-dct-type2-jpeg-compression-engine-skill

Discrete Cosine Transform Type-II (DCT-II) and Inverse DCT engine for spatial-to-frequency domain compression and JPEG energy compaction.

Architecture

flowchart TD
    Client[AI Agent / DSP Pipeline] -->|Input Signal| Engine[genpark-dct-type2-jpeg-compression-engine-skill]
    Engine --> Transform[Frequency / Wavelet Decomposition]
    Transform --> Spectrum[(Spectral Representation)]

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Features

• Pure standard library Python implementation with strictly zero pip dependencies.
• Mathematically rigorous implementations of Fourier, Wavelet, Cosine, and Hilbert transforms.
• Native Model Context Protocol (MCP) server support for AI agent signal analysis.

Installation

git clone https://github.com/alphaparkinc/genpark-dct-type2-jpeg-compression-engine-skill.git
cd genpark-dct-type2-jpeg-compression-engine-skill

Quickstart

python example_usage.py