China antique parchment MapLibre map engine with configurable basemap, Terrarium hillshade, optional user-supplied water overlay, live tuner page, and tiered settlement extrusions for HyperFrames historical videos.
Use Arion's local QGIS integration to discover, describe, and run qgisprocess workflows against file-backed layers. Use when a request involves QGIS Processing algorithms, qgisprocess troubleshooting, chaining multiple QGIS steps, or selecting the right algorithm and parameters for a map layer.
Extract help-center (ohjeet) articles from LIPAS YouTube tutorial videos using Gemini's native video understanding, consolidate them into task-sized help pages, translate to sv/en, and publish to the help CMS (which feeds the AI-assistant knowledge base). Use when turning tutorial videos or guide PDFs into ohjeet…
Run end-to-end scenarios against a live LIPAS dev system. Use when verifying a user-visible flow works correctly across DB, Elasticsearch, app-db, and DOM. Covers municipality-user flows (create/update sports facility) and grows from there.
Use textual agent instructions for GIS and geospatial work: source discovery and provenance, vector/raster/point-cloud pipelines, CRS and metric analysis, spatial SQL, routing and isochrones, QGIS projects, tile generation, and web maps. Use advanced tools and formats such as OSM, Overture, STAC, Sentinel/Landsat…
Use when programming against GDAL/OGR in C, C++, Python, or .NET for raster/vector I/O, coordinate transformation, or custom geospatial algorithms. GDAL API: low-level programming interface for reading/writing 70+ geospatial formats.
Use this skill for questions about India's geography and administrative data, or to author your own map. Activates when the user asks what state / district / subdistrict / block / village / ward / constituency / pincode / seismic zone / eco zone a place or coordinate is in; wants counts or lists of Indian admin units…
Use when planning a spatial analysis workflow, choosing between analysis approaches, or chaining multiple operations. Prevents wrong analysis method selection and suboptimal workflow ordering. Covers vector vs raster decision trees, processing algorithm selection, workflow chaining, CRS/format guidance, and MCP server…
Use when generating complete maps from data: loading, styling, composing layouts, and exporting. Prevents poor cartographic choices and empty map exports. Covers the full map pipeline: data loading, symbology selection, labeling, layout composition, atlas generation, and export. Keywords: map generation, create map…
Use when diagnosing data loading failures, invalid layers, or provider connection errors. Prevents silent failures from unchecked layer validity and incorrect URI formats. Covers invalid layer detection, URI format errors, encoding issues, GeoPackage locking, connection failures, and performance. Keywords: invalid…
Calibration and validation scaffold for EPA SWMM. Use when an agent needs to (1) compare simulated vs observed flow, (2) evaluate candidate parameter sets, (3) rank explicit candidates by an objective, (4) run a bounded random / LHS / adaptive search for the best-fitting parameters, (5) run a publication-grade SCE-UA…
Top-level orchestration skill for agentic SWMM modelling. Use when an agent needs one entrypoint that decides which module tools to run, in what order, and when to stop, for example to build, run, QA, and optionally calibrate a SWMM case from prepared or partially prepared inputs.
GIS/DEM preprocessing for SWMM experiments using the user's own QGIS/GRASS layers. Use when the user asks to (1) delineate subcatchments through QGIS/GRASS (standard or entropy-guided), (2) preprocess QGIS-derived subcatchment polygons into builder-ready CSV, (3) identify high-entropy hotspot subcatchments, or (4)…
MCP server for ArcGIS Portal and ArcGIS Online. 66 tools for search, inspect, publish, query, manage, audit, and administer ArcGIS content. Use when: the user wants to work with feature services, web maps, layers, groups, users, webhooks, or portal administration through an AI assistant.
Use when preparing, versioning, tagging, publishing, or verifying npm releases for the cesiumDesign geo-effect-kit workspace, including @ztgkzhaohao/geo-effect-kit and @ztgkzhaohao/geo-effect-kit-mcp.
Find which public record actually settles a question about a local market or a specific property in any US metro, then go and read it. Use before researching a local market, and whenever a question is about a place outside the Twin Cities where no dataset is loaded.
Run a rigorous teardown of one named small business, or a market scan of a category and metro, by chaining the analytical frameworks into one client-ready report. Use when evaluating a business to buy, advise, compete with or open near.
Answer a question about a Minneapolis-St. Paul property or market from joined public records — what it sold for, who owns it, what shares its lot line, whether it carries a contamination file. Use when the subject is inside the seven-county metro and the answer should come from an administrative record rather than…