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olmoearth-mlx - Spatio-Temporal Earth Intelligence with OlmoEarth MLX

Generates spatio-temporal Earth embeddings, maps Dune.xyz crypto activity geographically, identifies impact areas, and materializes GeoACSet spatial data.

Tags

Updated: 2026-09-30
Earth observationGeospatial analysisRemote sensingMLXDune.xyzGeoACSetCrypto analytics

Capabilities

Generate Earth embeddingsMap crypto activity geographicallyIdentify infrastructure impact areasMaterialize GeoACSet data

Typical Inputs

Dune.xyz query resultsWallet activity dataGeographic coordinates

Typical Outputs

Spatio-temporal embeddingsGeographic activity mappingsImpact zone classifications

What this skill does

  • Generate Earth embeddings
  • Map crypto activity geographically
  • Identify infrastructure impact areas
  • Materialize GeoACSet data
  • Classify impact zones
  • Process supported Earth modalities

Inputs

  • Dune.xyz query results
  • Wallet activity data
  • Geographic coordinates
  • Region bounds
  • Earth observation data
  • Model configuration

Outputs

  • Spatio-temporal embeddings
  • Geographic activity mappings
  • Impact zone classifications
  • GeoACSet datasets
  • Earth tile embeddings

Requirements

  • Apple Silicon MLX environment
  • Dune.xyz query access
  • Julia GeoACSet environment

Source

  • Spec: SKILL.md

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