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padic-ultrametric-embedding

P-adic ultrametric distance for UMAP/itUMAP/HNSW with Snowflake Arctic 1024-bit embeddings on Apple Silicon via MLX. Full SPI trace down to Metal ops.

plurigrid
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plurigrid
Updated 2/16/2026
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quick start

Installation and usage

P-adic ultrametric distance for UMAP/itUMAP/HNSW with Snowflake Arctic 1024-bit embeddings on Apple Silicon via MLX. Full SPI trace down to Metal ops.

Installation
$ install --globalskills.sh
Usage

Once installed, you can use this skill by running the following command in your terminal:

skills use padic-ultrametric-embedding