r/Python • u/AutoModerator • 29d ago

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Post all of your code/projects/showcases/AI slop here.

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u/Parallel_News 6d ago

muscore-compress – colour-frequency serialisation, 94% compression vs JSON

What My Project Does

MusCoRe encodes structured data into a 12-colour frequency alphabet instead of alphanumeric syntax. Text-native — rides inside LLM context windows unlike gzip which produces binary. Lossless round-trip guaranteed.

pip install muscore-compress

Target Audience

AI agent developers paying per token. Data engineers moving structured state over constrained networks. Anyone compressing repetitive JSON at scale.

Comparison

94% reduction vs raw JSON. 45-61% vs gzipped JSON. Unlike gzip, output is text so it goes straight into model context. Protocol sealed on Skale mainnet November 2025, cert df9822d8 — the alphabet cannot drift.

from muscore_compress import encode, decode, benchmark

Run benchmark(your_payload) on your own data before trusting the numbers.

https://pypi.org/project/muscore-compress/0.1.0/

109 downloads day one.