Geospatial earthquake analysis
[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.
npx -y skills add cxcscmu/SkillLearnBench --skill geospatial-earthquake-analysisAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
What its author says it does
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Handles loading and processing of earthquake and plate boundary data. Use this for reading, filtering, and joining geospatial datasets related to tectonics (plates, boundaries, earthquake points).
SKILL.md
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Geospatial Earthquake Analysis
Data Loading
Use geopandas.read_file() to load JSON datasets like earthquakes_2024.json, PB2002_boundaries.json, and PB2002_plates.json.
Processing Workflow
- Load datasets into GeoDataFrames.
- Ensure consistent CRS (e.g., EPSG:4326 for WGS84).
- Filter plates to identify the Pacific plate.
- Perform spatial queries (e.g.,
sjoinor custom distance calculations) between earthquake locations and boundary features.
What ships with it
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Just SKILL.md. No reference files, no scripts.