Topic · Data & Analytics
Best geospatial analysis skills, page 2
Geospatial analysis skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 49 | 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 | yesterday |
| 50 | PointPillars for 3D object detection from LiDAR point clouds. | NVIDIA/ | 3.5k | — | ~4k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 51 | Geospatial vector analysis extending pandas. An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 370 | 1 repo | ~3.8k | Automated safety check: Pass | BSD-3-Clause | 9 days ago |
| 52 | 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 | yesterday |
| 53 | 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 | 2 days ago |
| 54 | Import recorded driving sensor data (GPS, camera, lidar, actor tracks, lanes) into scenariobuilder. | matlab/ | 1.1k | — | ~4.6k | Automated safety check: Pass | Unknown | 7 days ago |
| 55 | Import raw data (CSV, XLSX, TXT, or MATLAB tables) into formats used by Sensor Fusion and Tracking Toolbox. | matlab/ | 1.1k | — | ~4.2k | Automated safety check: Pass | Unknown | 7 days ago |
| 56 | 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 | 7 days ago |
| 57 | Read and write 3-D point cloud data using Lidar Toolbox file I/O. | matlab/ | 1.1k | — | ~3.5k | Automated safety check: Pass | Unknown | 7 days ago |
| 58 | 58.Geopandas A Python library for reading, writing, and analyzing geospatial vector data; use it when you need spatial operations (buffer/overlay/join), CRS reprojection, or map visualization on formats like… | aipoch/ | 2k | — | ~2k | Automated safety check: Pass | MIT | 20 days ago |
| 59 | Expert in 3D computer vision labeling tools, workflows, and AI-assisted annotation for LiDAR, point clouds, and sensor fusion. | curiositech/ | 243 | 1 repo | ~3.2k | Automated safety check: Notes | MIT | 1 mo ago |
| 60 | 60.Geotoolbox GeoToolbox PlaceDescriptor patterns with MapKit integration for location representation, geocoding, and multi-service place identifiers. | gustavscirulis/ | 117 | 1 repo | ~3.1k | Automated safety check: Pass | Unknown | 5 mo ago |
| 61 | Generate driving scenes, scenarios, road surfaces, and 3D content from scenariobuilder. | matlab/ | 1.1k | — | ~14k | Automated safety check: Pass | Unknown | 7 days ago |
| 62 | Every Open-Meteo endpoint family in one CLI — forecast, archive, marine, air quality, flood, climate, ensemble, seasonal, geocoding, elevation. | mvanhorn/ | 2.1k | — | ~3.8k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 63 | Design and execute computational social science analyses across 11 modules: text-as-data/NLP (STM, BERTopic, Wordfish, BERT, conText embedding regression, LLM annotation + DSL bias correction… | joshzyj/ | 167 | — | ~15k | Automated safety check: Pass | Unknown | 19 days ago |
| 64 | End-to-end spatial transcriptomics workflow for Visium/Xenium data. | majiayu000/ | 666 | 1 repo | ~1.8k | Automated safety check: Pass | MIT | today |
| 65 | Analyze geospatial data using geopandas with proper coordinate projections. | majiayu000/ | 666 | 1 repo | ~1.9k | Automated safety check: Pass | MIT | today |
| 66 | Data science methodology for Python research: EDA, validation, causal inference (IV, DiD, RD, synthetic control), clustering/PCA/UMAP, supervised ML, geospatial, visualization. | brycewang-stanford/ | 4.5k | — | ~9.8k | Automated safety check: Pass | Unknown | 2 days ago |
| 67 | Generates publication-quality figures and diagrams from output/PAPERPLAN.md for GIScience, GeoAI, and remote sensing journals (IJGIS, ISPRS JPRS, RSE, TGIS). | GRIND-Lab-Core/ | 106 | — | ~5.1k | Automated safety check: Notes | No licence | 5 mo ago |
| 68 | 68.Raleigh Query, search, and download public datasets and civic information for the City of Raleigh. | magnus919/ | 111 | — | ~4k | Automated safety check: Pass | MIT | yesterday |
| 69 | CesiumJS models, glTF, and particle effects - Model, KHRmeshoptcompression, CAD glTF extensions, EdgeDisplayMode, ModelAnimation, ModelNode, ParticleSystem, emitters, GPM extensions. | CesiumGS/ | 189 | — | ~5.9k | Automated safety check: Pass | Apache-2.0 | 23 days ago |
| 70 | A skill your agent uses when executing and reporting the analysis for a Global Change Biology (GCB) manuscript — mixed/hierarchical models, time-series and spatial analysis, meta-analysis, and model… | franklee16/ | 223 | 1 repo | ~920 | Automated safety check: Pass | No licence | 19 days ago |
| 71 | Create maps, choropleths, and spatial data visualizations for research | wentorai/ | 298 | 1 repo | ~1.6k | Automated safety check: Pass | MIT | 3 mo ago |
| 72 | GIS analysis and remote sensing workflows for geospatial research applications | wentorai/ | 298 | 1 repo | ~1.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 73 | Satellite imagery analysis and remote sensing for earth science research | wentorai/ | 298 | 1 repo | ~1.8k | Automated safety check: Pass | MIT | 3 mo ago |
| 74 | Place search, directions, geocoding, and interactive maps. An agent skill from aws-samples/sample-strands-agent-with-agentcore. | aws-samples/ | 194 | — | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 75 | GPU-accelerate Python code using CuPy, Numba CUDA, Warp, cuDF, cuML, cuGraph, KvikIO, cuCIM, cuxfilter, cuVS, cuSpatial, and RAFT. | majiayu000/ | 666 | 1 repo | ~8.5k | Automated safety check: Pass | MIT | today |
| 76 | A skill your agent uses when working with GeoPandas GeoSeries and GeoDataFrame objects, geometry columns, CRS metadata, Shapely-backed geometry arrays, and spatial-index basics. | VectorSpaceLab/ | 328 | — | ~1k | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 77 | 77.Geopandas A skill your agent uses when working with GeoPandas GeoDataFrame and GeoSeries workflows, vector geospatial I/O, CRS-aware spatial operations, mapping, geocoding, and GeoPandas-specific validation. | VectorSpaceLab/ | 328 | — | ~1.1k | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 78 | 78.Io Formats A skill your agent uses when reading, writing, filtering, converting, or troubleshooting GeoPandas vector files, GeoJSON, WKB/WKT, Arrow, Parquet, Feather, and PostGIS data. | VectorSpaceLab/ | 328 | — | ~1k | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 79 | A skill your agent uses when plotting GeoPandas data, building interactive maps, classifying choropleths, adding tile context, or geocoding and reverse-geocoding addresses. | VectorSpaceLab/ | 328 | — | ~914 | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 80 | A skill your agent uses when running GeoPandas spatial joins, nearest joins, overlays, clips, dissolves, spatial indexes, and Shapely-backed geometry analysis operations. | VectorSpaceLab/ | 328 | — | ~884 | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 81 | A skill your agent uses when validating GeoPandas outputs, using geopandas.testing assertions, designing fixtures, or selecting focused GeoPandas repository tests. | VectorSpaceLab/ | 328 | — | ~809 | Automated safety check: Pass | BSD-3-Clause | 1 mo ago |
| 82 | 82.Paper Draft Transforms output/PAPERPLAN.md into a journal-quality Markdown manuscript draft for GIScience, GeoAI, spatial data science, and remote sensing venues (IJGIS, ISPRS JPRS, RSE, TGIS, AAG Annals). | GRIND-Lab-Core/ | 106 | — | ~7.3k | Automated safety check: Notes | No licence | 5 mo ago |
| 83 | Expert skill for SLAM algorithm selection, configuration, and tuning. | majiayu000/ | 666 | 1 repo | ~4k | Automated safety check: Notes | MIT | today |
| 84 | A skill your agent uses when preparing Journal of Economic Growth (JEG) data availability statements, replication code, calibration files, digitized historical sources, GIS layers, and Springer… | brycewang-stanford/ | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | 10 days ago |
| 85 | Expert knowledge for Azure Maps development including best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and integrations & coding patterns. | MicrosoftDocs/ | 775 | — | ~4.7k | Automated safety check: Pass | CC-BY-4.0 | 2 days ago |
| 86 | 86.Mapkit MapKit and GeoToolbox skills — PlaceDescriptor patterns, geocoding, and cross-service place identifiers with MapKit integration. | rshankras/ | 781 | — | ~274 | Automated safety check: Pass | MIT | 2 mo ago |
| 87 | Expert agricultural data scientist with 12+ years in precision agriculture, remote sensing, and farm analytics. | theneoai/ | 183 | — | ~1.3k | Automated safety check: Pass | MIT | 4 mo ago |
| 88 | Expert-level Autonomous Driving Engineer with deep knowledge of full ADAS stack (L1-L5), perception (camera/LiDAR/radar fusion), path planning (RRT, MPC, behavior planning), HD map integration… | theneoai/ | 183 | — | ~3.5k | Automated safety check: Pass | Unknown | 4 mo ago |
| 89 | Expert-level HD Map Engineer specializing in high-definition map creation, vectorized map representation, online map prediction (MapTR, HDMapNet, VectorMapNet), LiDAR-based map building… | theneoai/ | 183 | — | ~2.6k | Automated safety check: Pass | MIT | 4 mo ago |
| 90 | Expert-level Perception Algorithm Engineer with deep knowledge of 3D object detection (PointPillars, VoxelNet, BEVFusion, DETR3D), semantic segmentation (BEV), multi-camera fusion (BEVFormer), LiDAR… | theneoai/ | 183 | — | ~3.4k | Automated safety check: Pass | Unknown | 4 mo ago |
| 91 | Expert-level Remote Sensing Data Scientist specializing in satellite imagery analysis, SAR processing, multispectral classification, change detection, and geospatial deep learning. | theneoai/ | 183 | — | ~1.6k | Automated safety check: Pass | MIT | 4 mo ago |
| 92 | Expert robot perception engineer specializing in 3D point cloud processing, multi-modal sensor fusion (camera+LiDAR+IMU), real-time SLAM, and edge-optimized deep learning inference via TensorRT/ONNX… | theneoai/ | 183 | — | ~1.5k | Automated safety check: Pass | MIT | 4 mo ago |
| 93 | 93.Waymo Expert-level Waymo Staff Engineer skill specializing in autonomous driving systems, robotaxi operations, sensor fusion, and safety-critical AI. | theneoai/ | 183 | — | ~2.4k | Automated safety check: Pass | MIT | 4 mo ago |
| 94 | Geospatial analysis expertise covering GIS fundamentals, spatial data types and coordinate systems, spatial queries and joins, mapping libraries (Folium, Kepler.gl, Mapbox), geocoding, raster and… | FerroxLabs/ | 608 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | yesterday |