Which satellite data sources are supported?

It supports multi-spectral data from Sentinel-2 (L2A), Sentinel-1 (SAR), Landsat, WorldCover land classes, and SRTM elevation data.

What is GeoACSet materialization?

It is a method for transforming raw geographic and blockchain data into structured categorical sets (Regions, Districts, Parcels) for advanced spatial reasoning.

How does this skill interact with Dune.xyz?

The skill includes SQL query patterns to extract wallet and contract activity from Dune, which it then processes through IP geolocation and OlmoEarth embeddings.

What is the primary purpose of OlmoEarth MLX?

OlmoEarth MLX is designed to provide planetary intelligence by combining satellite observation data with economic activity, optimized for local execution on Apple Silicon.

OlmoEarth MLX

Name: OlmoEarth MLX
Author: plurigrid

byplurigrid

•

データサイエンスとML

Integrates spatio-temporal Earth intelligence and geographic embeddings with crypto-economic data for planetary-scale spatial reasoning.

OlmoEarth MLX is a specialized capability for Claude that combines AI2's open spatio-temporal foundation models with Apple Silicon optimization via the MLX framework. It bridges the gap between physical Earth observation data—such as Sentinel-2 and Landsat—and digital economic activity from Dune.xyz, allowing developers to map blockchain interactions to geographic impact zones. By utilizing GeoACSet materialization and GF(3) trit classification, it provides a sophisticated framework for categorical spatial reasoning and geographic value extraction within the decentralized infrastructure and Protocol Labs ecosystems.

主な機能

01Spatio-temporal embedding generation using FlexiVit encoders

02Optimized inference on Apple Silicon using the MLX framework

032 GitHub stars

04Automated mapping of Dune.xyz wallet activity to physical coordinates

05Impact area identification for global infrastructure distribution

06Categorical spatial reasoning via GeoACSet materialization

ユースケース

01Materializing categorical spatial data for infrastructure grant allocations

02Mapping the physical geographic impact of decentralized storage providers

03Analyzing the distribution of cross-chain bridge flows across global regions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add plurigrid/asi olmoearth-mlx

For use in Claude.ai and ChatGPT

Download Skill