muend
Geospatial analysis and evidence
GeoAI skills for spatial analysis, data pipelines, cartography, and checking whether geographic claims are supported.
Featured skills
arcgis-pro-automation
Automate controlled local ArcGIS Pro and ArcPy workflows through arcgis-mcp-bridge: inspect .aprx projects and file...
cartography-geoviz
Always invoke before answering any request to create, compare, design, or review a user-facing map, even if the request...
change-detection
Change analysis, once the observations are comparable.
geo-data-engineering
Always invoke when geospatial data must be acquired, prepared, repaired, scaled, or moved through a repeatable pipeline.
mcda-suitability-analysis
Always invoke for spatial suitability, site selection, AHP, criteria weights, or weighted-overlay work, including...
ml-experiment-standards
Always invoke for training, validating, tuning, benchmarking, or claiming readiness of a predictive model.
movement-trajectory
Movement and trajectory analytics from GPS/GNSS tracks: cleaning, stop/trip detection, road-network map matching,...
network-accessibility-analysis
Always invoke for access to facilities or opportunities by walking, driving, cycling, or public transport, even for a...
point-cloud-lidar
LiDAR and point cloud processing: PDAL pipelines, LAS/LAZ/COPC handling, ground classification, DTM/DSM/CHM generation,...
postgis-spatial-sql
Invoke whenever spatial SQL or its execution backend is the decision: PostGIS, DuckDB Spatial, SpatiaLite, ST_*...
spatial-statistics
Always invoke before testing a geographic pattern for clustering, hotspots, dependence, or explanatory regression, even...
swe-devops-standards
Always invoke to review, repair, or deliver geospatial or GeoAI code, including contract compliance, security, error...
Muratcankoylan
Context engineering research
Skills for memory, compression, evaluation, and agent tool design.
Mvanhorn
Agent publishing systems
Reusable tools for publishing, cataloging, research, and content creation.
N8n Io
Visual workflow automation
Skills for integrations, automation, experiments, and community nodes.