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Data & Analytics · Geospatial analysis
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 1.Antv L7 Comprehensive guide for AntV L7 geospatial visualization library. | antvis/ | 4.1k | — | ~1.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 2 | Answer questions about spatial data using DuckDB. An agent skill from duckdb/duckdb-skills. | duckdb/ | 604 | 1 repo | ~1k | Automated safety check: Notes | MIT | 5 mo ago |
| 3 | 3.Antv L7 基于 WebGL 的大规模地理空间数据可视化引擎。适用于： (1) 创建交互式 WebGL 地图应用 (2) 可视化地理空间数据（点、线、面、热力图） (3) 构建位置数据驾驶舱 (4) 添加地图图层、交互和动画效果 (5) 处理并展示 GeoJSON、CSV 等空间数据 | antvis/ | 4.1k | — | ~4.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 4 | Lets an agent query a ShadowBroker OSINT platform for tracked flights, ships, satellites and news, and place its findings on the map as intel pins. | BigBodyCobain/ | 11k | — | ~8.9k | Automated safety check: Warn | AGPL-3.0 | yesterday |
| 5 | Auto-ingest a geospatial file (GeoJSON, Shapefile, GeoPackage, KML/KMZ, FlatGeobuf, CSV-with-geometry) into a PortalJS portal on the user's own machine, with no server. | datopian/ | 2.4k | 1 repo | ~1.7k | Automated safety check: Pass | MIT | yesterday |
| 6 | Create well-designed maps that follow standard cartographic conventions. | zzhonglei/ | 189 | — | ~3.1k | Automated safety check: Pass | MIT | 5 days ago |
| 7 | A skill your agent uses when operating or maintaining the RS-PaperClaw pipeline that fetches remote-sensing arXiv papers, creates per-paper issues, builds daily digests, reconciles issue sets, and… | thinson/ | 228 | — | ~319 | Automated safety check: Pass | MIT | yesterday |
| 8 | Track, retrieve, screen, and synthesize research frontiers for geospatial AI, remote sensing big data, and transferable computer vision methods. | limi124/ | 143 | — | ~1.3k | Automated safety check: Pass | No licence | 5 mo ago |
| 9 | Create a current, source-linked weather briefing for a named city using the Open-Meteo geocoding and forecast APIs. | FrancyJGLisboa/ | 2.4k | — | ~599 | Automated safety check: Pass | MIT | 24 days ago |
| 10 | Databricks SQL (DBSQL) advanced features and SQL warehouse capabilities. | databricks/ | 345 | 1 repo | ~2.8k | Automated safety check: Pass | Unknown | today |
| 11 | A skill your agent uses for code, build, and test changes in geogeometry to preserve multiplatform support, geospatial correctness, and strict no-new-dependencies policy. | jillesvangurp/ | 138 | — | ~419 | Automated safety check: Pass | Unknown | 3 mo ago |
| 12 | 12.Weather Fetches current weather conditions and a 7-day forecast for a requested location using Open-Meteo geocoding and forecast APIs. | platonai/ | 1.2k | — | ~1k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 13 | Geospatial routing data handling for depot and station coordinates, route node IDs, internal index mappings, great-circle distance matrices, and route-distance reconstruction. | Raidriar7170/ | 125 | 1 repo | ~1.5k | Automated safety check: Pass | MIT | 13 days ago |
| 14 | Browse, search, and recommend geospatial / GIS / mapping / earth-observation MCP servers, and add newly discovered ones to the tracked list. | sparkgeo/ | 119 | — | ~809 | Automated safety check: Pass | MIT | today |
| 15 | Project knowledge for developing and maintaining @cablate/mcp-google-map. | cablate/ | 469 | — | ~774 | Automated safety check: Pass | MIT | 13 days ago |
| 16 | 16.Cesium Map Open and operate the Cesium MCP 3D map, create map objects and GeoJSON layers, or inspect the selected object in the connected map. | gaopengbin/ | 140 | — | ~964 | Automated safety check: Pass | MIT | today |
| 17 | 17.Govmap API This skill should be used when the user asks about 'GovMap layers', 'GovMap API', 'map layers', 'entitiesByPoint', 'layer metadata', 'govmap endpoints', 'what layers are available', 'query map data… | LiorVainer/ | 130 | — | ~1.7k | Automated safety check: Pass | No licence | 4 mo ago |
| 18 | Handles vector geospatial data in Python with GeoPandas: reading shapefiles, GeoJSON and GeoPackage, reprojecting, spatial joins, overlays, clipping and maps. | davila7/ | 32k | 10 repos | ~1.8k | Automated safety check: Pass | MIT | today |
| 19 | Deploy and run experiments for ML/DL training (local, remote, or Modal GPU) AND spatial data science / GIScience experiments (local, data-driven). | GRIND-Lab-Core/ | 106 | — | ~5k | Automated safety check: Notes | No licence | 5 mo ago |
| 20 | GEE scripting and remote sensing analysis workflow guide. An agent skill from zzhonglei/GeoCode-Release. | zzhonglei/ | 189 | — | ~1.6k | Automated safety check: Pass | MIT | 5 days ago |
| 21 | Guide users through their first interaction with the Cesium 3D globe via MCP tools | gaopengbin/ | 140 | — | ~354 | Automated safety check: Pass | MIT | today |
| 22 | A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or… | brycewang-stanford/ | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | 12 days ago |
| 23 | Imagery provider adaptation skill for HASTE. An agent skill from microsoft/haste. | microsoft/ | 107 | — | ~1.3k | Automated safety check: Pass | MIT | today |
| 24 | 24.Geomaster Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific domains. | LeonChaoX/ | 943 | 1 repo | ~2.9k | Automated safety check: Pass | MIT | 2 mo ago |
| 25 | 25.Geomaster Supports geospatial research workflows for remote sensing, vector and raster GIS, spatial statistics, terrain and network analysis, and machine learning for Earth observation. | K-Dense-AI/ | 48k | 1 repo | ~2.8k | Automated safety check: Pass | MIT | 4 days ago |
| 26 | A skill your agent uses when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and… | brycewang-stanford/ | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | 12 days ago |
| 27 | Turn a refined GIScience / remote sensing / spatial data science proposal into a detailed, claim-driven experiment roadmap. | GRIND-Lab-Core/ | 106 | — | ~3.3k | Automated safety check: Warn | No licence | 5 mo ago |
| 28 | Azure Maps SDK for .NET. An agent skill from microsoft/skills. | microsoft/ | 3.1k | 5 repos | ~3.9k | Automated safety check: Pass | MIT | today |
| 29 | 29.Geopandas Guidance and local audit tools for Python workflows that directly use GeoPandas GeoSeries, GeoDataFrame, spatial operations, or vector-data I/O. | K-Dense-AI/ | 48k | 1 repo | ~3.8k | Automated safety check: Notes | MIT | 4 days ago |
| 30 | Integrates Amazon Location Service APIs for AWS applications. | awslabs/ | 915 | — | ~4k | Automated safety check: Pass | Apache-2.0 | today |
| 31 | Builds dashboards, reports, and data-driven interfaces requiring charts, graphs, or visual analytics. | ancoleman/ | 526 | — | ~2.4k | Automated safety check: Pass | MIT | 10 mo ago |
| 32 | 32.Geomaster Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific domains. | agent-skills-hub/ | 111 | 1 repo | ~5.2k | Automated safety check: Pass | MIT | 7 days ago |
| 33 | Process, analyze, and visualize geospatial data at scale. An agent skill from curiositech/some_claude_skills. | curiositech/ | 243 | — | ~3k | Automated safety check: Pass | MIT | 1 mo ago |
| 34 | Spatial analysis of cell neighborhoods and interactions in IMC data. | FreedomIntelligence/ | 3.1k | 1 repo | ~1.9k | Automated safety check: Pass | No licence | 2 mo ago |
| 35 | Guideline-driven spatial analysis skill. An agent skill from GRIND-Lab-Core/night_owl_research_agent. | GRIND-Lab-Core/ | 106 | — | ~8.1k | Automated safety check: Warn | No licence | 5 mo ago |
| 36 | Analyze spatial cell-cell interactions, neighborhoods, and niches in IMC/MIBI data with squidpy and imcRtools, covering neighborhood-enrichment permutation nulls, the abundance-vs-density confound… | GPTomics/ | 1.2k | 1 repo | ~3.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 37 | Orchestrates imaging mass cytometry from raw MCD acquisitions to patient-level spatial analysis, chaining steinbock preprocessing, Mesmer/Cellpose segmentation, single-cell quantification… | GPTomics/ | 1.2k | 1 repo | ~4.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 38 | 38.Geopandas Spatial data: GeoDataFrames, spatial joins, CRS/projections, choropleth/interactive maps, spatial autocorrelation, PySAL. | brycewang-stanford/ | 4.5k | — | ~3.5k | Automated safety check: Pass | Unknown | 4 days ago |
| 39 | 39.Plotly Plotly interactive visualization. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~1.9k | Automated safety check: Pass | Unknown | 4 days ago |
| 40 | 40.Plotnine plotnine static visualization (ggplot2 syntax for Python). An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~1.5k | Automated safety check: Pass | Unknown | 4 days ago |
| 41 | BEVFusion for multi-sensor 3D object detection. An agent skill from NVIDIA/skills. | NVIDIA/ | 3.5k | — | ~3.4k | Automated safety check: Notes | Apache-2.0 | today |
| 42 | PointPillars for 3D object detection from LiDAR point clouds. | NVIDIA/ | 3.5k | — | ~4k | Automated safety check: Notes | Apache-2.0 | today |
| 43 | Geospatial vector analysis extending pandas. An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 371 | 1 repo | ~3.8k | Automated safety check: Pass | BSD-3-Clause | 10 days ago |
| 44 | A Principal Engineer interviewer that simulates a FAANG-style system design interview for a Ride-Sharing app (like Uber or Lyft). | PrepLabsAI/ | 112 | — | ~2.6k | Automated safety check: Pass | MIT | 2 days ago |
| 45 | R-to-Python translation for data analysis. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~5.5k | Automated safety check: Pass | Unknown | 4 days ago |
| 46 | Import recorded driving sensor data (GPS, camera, lidar, actor tracks, lanes) into scenariobuilder. | matlab/ | 1.1k | — | ~4.6k | Automated safety check: Pass | Unknown | yesterday |
| 47 | Patterns for using blockedImage to process large images, harness parallel compute for image processing, and write custom adapters. | matlab/ | 1.1k | — | ~3k | Automated safety check: Pass | Unknown | yesterday |
| 48 | Read and write 3-D point cloud data using Lidar Toolbox file I/O. | matlab/ | 1.1k | — | ~3.5k | Automated safety check: Pass | Unknown | yesterday |
