Geo Skills for OpenClaw Agents

g1geo

@mzoob

极义GEO — 生成式搜索引擎优化平台。监控品牌在 DeepSeek、Kimi、通义千问、豆包、文心、腾讯元宝等 AI 搜索中的可见度、提及率、推荐与排名，支持竞品对比和批量诊断；生成 GEO 问题与文章，提供 AI 改写、文章裂变、企业知识与素材管理、报告和趋势跟踪，并分发至 抖音/小红书/知乎等11+ 自媒体平台或 GEO 媒体。适用于 GEO 优化、品牌 AI 搜索表现分析、内容生成与多平台发布。用户提到极义GEO、G1GEO、g1geo、AI生成优化或要求执行 g1geo 命令时使用，也应用于GEO文章生成，内容分发等场景。执行命令前先加载与已安装 CLI 版本匹配的指南。

Geoskill: GEE Dataset Intelligence

@ruiduobao

Search, filter, compare, recommend, and explain Google Earth Engine public

Geoskill: GEE Dataset Intelligence

@ruiduobao

Search, filter, compare, recommend, and explain Google Earth Engine public

Geoskill: Sentinel-1 Download

@ruiduobao

通过 STAC 搜索和下载 Sentinel-1 SAR (C 波段) 影像。 默认后端是 Microsoft Planetary Computer（公开数据，无需账号）。 支持极化方式过滤（VV/VH/VV+VH / lowercase: vv/vh/vv+vh/all）、轨道方向过滤（ascending/de...

Geoskill: GEE Dataset Intelligence

@ruiduobao

Search, filter, compare, recommend, and explain Google Earth Engine public

Geoskill: MODIS Product Search

@ruiduobao

Comprehensive local query tool for NASA MODIS satellite products. Covers 46 products across 13 categories with bilingual (Chinese/English) descriptions, algorithm principles, band information, Google Earth Engine integration, and download information.

Geoskill: GEE Dataset Intelligence

@ruiduobao

Search, filter, compare, recommend, and explain Google Earth Engine public

Geoskill: GEE Dataset Intelligence

@ruiduobao

Search, filter, compare, recommend, and explain Google Earth Engine public

Geoskill: Urban Heat Analysis

@ruiduobao

Calculate Urban Heat Island (UHI) intensity from MODIS LST GeoTIFF data. Classify heat island levels, perform temporal analysis, and output UHI maps with sta...

Geoskill: Sentinel Downloader Skill

@ruiduobao

Download Sentinel satellite imagery (Sentinel-1/2/5P) via STAC API with

Geoskill: World Boundary Download

@ruiduobao

Download global administrative boundary vector data (Shapefile / GeoJSON / GeoPackage / TopoJSON) for any country or multi-country region. Backed by geoBoundaries (CC BY 4.0, default) with GADM 4.1 and Natural Earth as fallbacks. Supports bbox clipping, multi-country merge, and a rich metadata API (year, source, license, area, vertex count).

Geoskill: MODIS Product Search

@ruiduobao

Comprehensive local query tool for NASA MODIS satellite products. Covers 46 products across 13 categories with bilingual (Chinese/English) descriptions, algorithm principles, band information, Google Earth Engine integration, and download information.

Grok Geo

@xuboboo

Diagnose a brand's visibility, recommendations, citations, competitor presence, factual accuracy, and content gaps in AI-assisted web search. Use for GEO aud...

Geoskill: Road Accessibility Analysis

@ruiduobao

Compute shortest paths, isochrones, OD matrices, and facility service coverage from OSM or user-provided road networks. Supports drive/walk/cycle modes, road closures, and population coverage analysis. Use when the user needs travel-time analysis, service area delineation, or road network criticality assessment.

Geoskill: World Boundary Download

@ruiduobao

Download global administrative boundary vector data (Shapefile / GeoJSON / GeoPackage / TopoJSON) for any country or multi-country region. Backed by geoBoundaries (CC BY 4.0, default) with GADM 4.1 and Natural Earth as fallbacks. Supports bbox clipping, multi-country merge, and a rich metadata API (year, source, license, area, vertex count).

Geoskill: NASA Dataset Download

@ruiduobao

Download any NASA Earth observation dataset (HDF / NetCDF / GeoTIFF) end-to-end. Wraps the official earthaccess library to authenticate with NASA Earthdata Login and bulk-download granules from MODIS, VIIRS, GPM, Sentinel, SMAP, ASTER, etc. Supports BBox + temporal window filtering and QA sidecars. Default credentials are loaded from ~/.geoskill/secrets.json (NASA Earthdata bearer token). 0.2.0: alias map (description → short_name), multi-word search, --dry-run, proper exit codes (5 on 0 results), accurate --max-files, fixed granule display.

Geoskill: Sentinel Downloader Skill

@ruiduobao

Download Sentinel satellite imagery (Sentinel-1/2/5P) via STAC API with

Geoskill: NASA Dataset Catalog

@ruiduobao

Search, browse, and download 52K+ NASA Earth science datasets. Combines the opengeos/NASA-Earth-Data offline catalog with live CMR / LP DAAC earthdata cloud / GES DISC endpoints. Supports offline search, online granule search, single-granule download with bearer token, and --qa sidecar.

Geoskill: Geocoding Skill

@ruiduobao

Perform forward and reverse geocoding using Nominatim and Open-Meteo APIs, supporting single and batch requests with CSV input and output.

Geoskill: OSM Data Download

@ruiduobao

Download OpenStreetMap features via Overpass API. Query by bbox, tag filter, or administrative place name (e.g. 北京市朝阳区). Output GeoJSON and/or Shapefile (UTF-8 with .cpg). Supports roads, buildings, POIs, landuse, natural features, semantic presets (water/road/building/green), multi-format export, and an automatic QA summary.

AI Search Visibility (GEO)

@alexbloch-ia

Make a site citable by AI engines — crawler allowlist, @graph @id, IndexNow, answer-first pages. Use when a site is invisible to ChatGPT. Trigger on "GEO aud...

Geoskill: Drought Monitor

@ruiduobao

Calculate SPI and SPEI drought indices from NASA POWER precipitation data with multi-timescale support, drought classification, and trend analysis.

我好牛AI智投

@dexun-inc

我好牛AI智投:查品牌在国产五大 AI(DeepSeek/通义/豆包/Kimi/文心)回答中的可见度(GEO),生成信息流广告钩子与 15s 口播脚本(内置广告法自检)。当用户问「AI 会不会推荐我的品牌」「帮我出广告钩子/口播脚本/信息流素材」「查次数余额」时使用。

Geoskill: DEM Terrain Analysis

@ruiduobao

Generate slope, aspect, hillshade, contour, curvature, flow direction, and accumulation terrain products from DEM data using pure Python.

Geoskill: RS Metadata Crawler

@ruiduobao

Crawl satellite imagery metadata from Copernicus, USGS EarthExplorer, and Microsoft Planetary Computer with filtering and export to CSV/JSON including stats...

Geoskill: Vector Convert

@ruiduobao

Convert vector GIS data between Shapefile, GeoJSON, KML, GPX, GeoPackage, and CSV formats using only Python standard library with CRS and clipping options.

Geoskill: GeoTIFF Info

@ruiduobao

Reads and displays GeoTIFF metadata including CRS, resolution, image size, bands, NoData, corner coordinates, and supports batch scanning using only Python s...

Geoskill: Change Detection

@ruiduobao

Detect and quantify land cover changes between two co-registered satellite images using NDVI difference, image differencing, or Change Vector Analysis (CVA).

Geoskill: RS Index Calc

@ruiduobao

Calculate 10 spectral indices from GeoTIFF imagery using pure Python without external dependencies, supporting batch, custom formulas, and auto band detection.

Geoskill: Air Quality Download

@ruiduobao

Download current, historical, and forecast air quality data (PM2.5, PM10, O3, NO2, SO2, CO) from Open-Meteo API without requiring an API key.

Geoskill: China Weather Data

@ruiduobao

Query China meteorological station data by city, station, or coordinates for temperature, precipitation, wind, pressure, humidity, and sunshine with CSV/JSON...

Geoskill: ERA5 Download

@ruiduobao

Download ERA5 single-level climate data from Microsoft Planetary Computer without an API key, supporting multiple variables and spatial subsetting.

Geoskill: China Coord Transform

@ruiduobao

在中国常用的三种坐标系之间转换 —— WGS-84（GPS / 谷歌地球）、GCJ-02（火星坐标系，高德/腾讯）、BD-09（百度坐标系）。提供

Geoskill: Global Surface Water

@ruiduobao

Download JRC Global Surface Water data layers (occurrence, change, seasonality, recurrence, transition, extent) at 30m res. clipped to your bbox in GeoTIFF.

Geoskill: Water Body Extraction

@ruiduobao

Automatically extract water bodies from Landsat 8/9 or Sentinel-2 satellite images using NDWI/MNDWI indices with optional Otsu thresholding and vector output.

Geoskill: Image Composite

@ruiduobao

Create cloud-masked multi-temporal composites from local Landsat or Sentinel-2 GeoTIFFs using median, mean, maxNDVI, or minRed methods.

Geoskill: WorldPop Population

@ruiduobao

Search and download WorldPop high-resolution population and demographic GeoTIFF datasets by country, year, and type without an API key.

Geoskill: Open Elevation

@ruiduobao

Query elevation data by latitude and longitude using the free Open-Elevation API with single-point or batch CSV inputs, outputting CSV or JSON without an API...

Geoskill: Forest Carbon Estimate

@ruiduobao

Estimate forest carbon stock from remote sensing data using BEF, allometric equations, or IPCC Tier 1/2 methods. Includes Monte Carlo uncertainty analysis. Supports raster (GeoTIFF) and tabular (CSV) inputs.

Geoskill: NetCDF Toolkit

@ruiduobao

Process NetCDF/HDF files locally by converting variables to GeoTIFF, extracting variables, subsetting by time and spatial bbox, and inspecting metadata.

Geoskill: Fire Hotspot Download

@ruiduobao

Download NASA FIRMS MODIS and VIIRS active fire hotspot data filtered by date, bounding box, and instrument; outputs CSV or GeoJSON with near-real-time or st...

Geoskill: China Admin Divisions

@ruiduobao

Download and query five-level Chinese administrative division vector data from map.ruiduobao.com in GeoJSON, Shapefile, KML, GeoPackage, SVG, or PNG formats...

Fulcru

@gsmmediaro

Audit a brand's AI search visibility, identify unanswered buyer questions, write targeted pages that AI will cite, and measure ranking improvements.

Geoskill: Solar Energy Potential

@ruiduobao

Calculate solar PV energy potential from NASA POWER solar radiation data. Computes annual GHI, optimal tilt angle, estimated PV output, and economic analysis.

GSC Connect - Google Search Console

@2winter-dev

Connect OpenClaw or another MCP-compatible agent to Google Search Console and retrieve official read-only properties, performance, sitemap, and URL inspection data. Use for clicks, impressions, CTR, average position, queries, pages, countries, devices, dates, and indexing investigations.

Geoskill: Geocoding Skill

@ruiduobao

Perform forward and reverse geocoding using Nominatim and Open-Meteo APIs, supporting single and batch requests with CSV input and output.

Geoskill: Image Composite

@ruiduobao

Create cloud-masked multi-temporal composites from local Landsat or Sentinel-2 GeoTIFFs using median, mean, maxNDVI, or minRed methods.

Geoskill: GeoTIFF Info

@ruiduobao

Reads and displays GeoTIFF metadata including CRS, resolution, image size, bands, NoData, corner coordinates, and supports batch scanning using only Python s...

Geoskill: Global Surface Water

@ruiduobao

Download JRC Global Surface Water data layers (occurrence, change, seasonality, recurrence, transition, extent) at 30m res. clipped to your bbox in GeoTIFF.

Geo analytics & AI visibility

@gt-oliver

AI 引擎里的品牌可见度——GA4 看不到的那一段。查你的网站在豆包、DeepSeek、千问、元宝、文心、Kimi 等 AI 引擎里被提到多少、哪些页面被引用,以及 AI 来源的访客、会话与转化;识别得出的分引擎看,识别不出的如实标「来源未知」,不硬凑。数据来自站点自有埋点与引擎应答采样,公开网页上查不到。可回答「我的品牌在 AI 回答里露出多少」「AI 来源带来多少会话和转化」「哪些页面被 AI 引用」。首次使用会引导你在浏览器里完成一次授权。

Geoskill: China Weather Data

@ruiduobao

Query China meteorological station data by city, station, or coordinates for temperature, precipitation, wind, pressure, humidity, and sunshine with CSV/JSON...

Geoskill: RS Index Calc

@ruiduobao

Calculate 10 spectral indices from GeoTIFF imagery using pure Python without external dependencies, supporting batch, custom formulas, and auto band detection.

Geoskill: RS Metadata Crawler

@ruiduobao

Crawl satellite imagery metadata from Copernicus, USGS EarthExplorer, and Microsoft Planetary Computer with filtering and export to CSV/JSON including stats...

Geoskill: OSM Data Download

@ruiduobao

Download OpenStreetMap features via Overpass API. Query by bbox, tag filter, or administrative place name (e.g. 北京市朝阳区). Output GeoJSON and/or Shapefile (UTF-8 with .cpg). Supports roads, buildings, POIs, landuse, natural features, semantic presets (water/road/building/green), multi-format export, and an automatic QA summary.

Geoskill: WorldPop Population

@ruiduobao

Search and download WorldPop high-resolution population and demographic GeoTIFF datasets by country, year, and type without an API key.

Geoskill: Water Body Extraction

@ruiduobao

Automatically extract water bodies from Landsat 8/9 or Sentinel-2 satellite images using NDWI/MNDWI indices with optional Otsu thresholding and vector output.

Geoskill: Solar Energy Potential

@ruiduobao

Calculate solar PV energy potential from NASA POWER solar radiation data. Computes annual GHI, optimal tilt angle, estimated PV output, and economic analysis.

Geoskill: Open Elevation

@ruiduobao

Query elevation data by latitude and longitude using the free Open-Elevation API with single-point or batch CSV inputs, outputting CSV or JSON without an API...

Geoskill: China Coord Transform

@ruiduobao

在中国常用的三种坐标系之间转换 —— WGS-84（GPS / 谷歌地球）、GCJ-02（火星坐标系，高德/腾讯）、BD-09（百度坐标系）。提供

Geoskill: Air Quality Download

@ruiduobao

Download current, historical, and forecast air quality data (PM2.5, PM10, O3, NO2, SO2, CO) from Open-Meteo API without requiring an API key.