# muend

> Geospatial analysis and evidence

GeoAI skills for spatial analysis, data pipelines, cartography, and checking whether geographic claims are supported.

## Profile stats

- Skills: 13
- Stars: 455
- Best skill: arcgis-pro-automation

## Links

- HTML page: https://omgskills.com/library/muend/
- GitHub: https://github.com/muend

## Featured skills

- [arcgis-pro-automation](https://omgskills.com/skills/muend/geoai-skills/skills/arcgis-pro-automation/index.md) — Automate controlled local ArcGIS Pro and ArcPy workflows through arcgis-mcp-bridge: inspect .aprx projects and file...
   - [@muend](https://omgskills.com/library/muend/index.md) · 35 stars
- [cartography-geoviz](https://omgskills.com/skills/muend/geoai-skills/skills/cartography-geoviz/index.md) — Always invoke before answering any request to create, compare, design, or review a user-facing map, even if the request...
   - [@muend](https://omgskills.com/library/muend/index.md) · 35 stars
- [change-detection](https://omgskills.com/skills/muend/geoai-skills/skills/change-detection/index.md) — Change analysis, once the observations are comparable.
   - [@muend](https://omgskills.com/library/muend/index.md) · 35 stars
- [geo-data-engineering](https://omgskills.com/skills/muend/geoai-skills/skills/geo-data-engineering/index.md) — Always invoke when geospatial data must be acquired, prepared, repaired, scaled, or moved through a repeatable pipeline.
   - [@muend](https://omgskills.com/library/muend/index.md) · 35 stars
- [mcda-suitability-analysis](https://omgskills.com/skills/muend/geoai-skills/skills/mcda-suitability-analysis/index.md) — Always invoke for spatial suitability, site selection, AHP, criteria weights, or weighted-overlay work, including...
   - [@muend](https://omgskills.com/library/muend/index.md) · 35 stars
- [ml-experiment-standards](https://omgskills.com/skills/muend/geoai-skills/skills/ml-experiment-standards/index.md) — Always invoke for training, validating, tuning, benchmarking, or claiming readiness of a predictive model.
   - [@muend](https://omgskills.com/library/muend/index.md) · 35 stars
- [movement-trajectory](https://omgskills.com/skills/muend/geoai-skills/skills/movement-trajectory/index.md) — Movement and trajectory analytics from GPS/GNSS tracks: cleaning, stop/trip detection, road-network map matching,...
   - [@muend](https://omgskills.com/library/muend/index.md) · 35 stars
- [network-accessibility-analysis](https://omgskills.com/skills/muend/geoai-skills/skills/network-accessibility-analysis/index.md) — Always invoke for access to facilities or opportunities by walking, driving, cycling, or public transport, even for a...
   - [@muend](https://omgskills.com/library/muend/index.md) · 35 stars
- [point-cloud-lidar](https://omgskills.com/skills/muend/geoai-skills/skills/point-cloud-lidar/index.md) — LiDAR and point cloud processing: PDAL pipelines, LAS/LAZ/COPC handling, ground classification, DTM/DSM/CHM generation,...
   - [@muend](https://omgskills.com/library/muend/index.md) · 35 stars
- [postgis-spatial-sql](https://omgskills.com/skills/muend/geoai-skills/skills/postgis-spatial-sql/index.md) — Invoke whenever spatial SQL or its execution backend is the decision: PostGIS, DuckDB Spatial, SpatiaLite, ST\_\*...
   - [@muend](https://omgskills.com/library/muend/index.md) · 35 stars
- [spatial-statistics](https://omgskills.com/skills/muend/geoai-skills/skills/spatial-statistics/index.md) — Always invoke before testing a geographic pattern for clustering, hotspots, dependence, or explanatory regression, even...
   - [@muend](https://omgskills.com/library/muend/index.md) · 35 stars
- [swe-devops-standards](https://omgskills.com/skills/muend/geoai-skills/skills/swe-devops-standards/index.md) — Always invoke to review, repair, or deliver geospatial or GeoAI code, including contract compliance, security, error...
   - [@muend](https://omgskills.com/library/muend/index.md) · 35 stars

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