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Title: GitHub - blackwell-systems/gcf-python: GCF Python implementation. 100% LLM comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ round-trips verified. Zero dependencies. · GitHub

Open Graph Title: GitHub - blackwell-systems/gcf-python: GCF Python implementation. 100% LLM comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ round-trips verified. Zero dependencies.

X Title: GitHub - blackwell-systems/gcf-python: GCF Python implementation. 100% LLM comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ round-trips verified. Zero dependencies.

Description: GCF Python implementation. 100% LLM comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ round-trips verified. Zero dependencies. - blackwell-systems/gcf-python

Open Graph Description: GCF Python implementation. 100% LLM comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ round-trips verified. Zero dependencies. - blackwell-systems/gcf-python

X Description: GCF Python implementation. 100% LLM comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ round-trips verified. Zero dependencies. - blackwell-systems/gcf-python

Opengraph URL: https://github.com/blackwell-systems/gcf-python

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