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Gis Skills

Community
znlgis
gis-skills

Use when processing geospatial data, publishing map services, querying spatial databases, performing geometry operations, running desktop or cloud-native GIS apps, or building web map applications. Index of 40 skills: GDAL, GeoServer, QGIS, PostGIS, DuckDB Spatial, SpatiaLite, JTS, GeoPandas, Shapely, CesiumJS, OpenLayers, Leaflet, MapServer, QGIS Server, PROJ, PDAL, GeoLibre, GeoNode, WhiteboxTools, Mapbox GL JS, deck.gl and more.

Overview

Publisherznlgis
Repositoryopengis-skills
Skill namegis-skills
Stars
76
Forks
12
Bundled files
26
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 26 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by znlgis on GitHub. Read the source before you install it.

Installation

Install the Gis Skills AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/znlgis/opengis-skills/tree/main/gis
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/znlgis/opengis-skills.git /tmp/opengis-skills
mkdir -p .claude/skills
cp -r /tmp/opengis-skills/gis .claude/skills/gis-skills
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Gis Skills in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Gis Skills on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Gis Skills is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

父级入口: ../SKILL.md — 全仓 114 技能总索引

概述

本分类涵盖 40 个 GIS 开源项目的技能文件,覆盖从底层数据处理到上层地图服务与桌面应用的完整链路:

text
数据源 → 命令行处理 → 编程分析 → 空间数据库 → 地图服务 → 前端可视化
 (GDAL)   (GDAL CLI)   (JTS/PyQGIS)  (PostGIS)  (GeoServer) (OpenLayers/Cesium)

何时加载此索引?

  • 用户问题涉及「地图」「空间数据」「坐标」「GIS」等关键词
  • 不确定具体该用 GDAL、QGIS 还是 PostGIS
  • 需要了解 GIS 领域有哪些可选开源工具

技能列表

🧰 数据处理与命令行

技能简介关键标签
gdalGDAL 命令行:栅格/矢量处理事实标准cli raster vector conversion
gdal-apiGDAL/OGR 编程 API(C/C++/Python/.NET)api python cpp dotnet
qgis-processQGIS 命令行批处理cli processing qgis raster
geopipe-agentAI 原生 GIS 数据流水线(YAML 驱动)agent pipeline yaml qc
proj坐标转换与投影库(CRS/EPSG,GDAL 底层引擎)crs reprojection cli epsg
grass-gis模块化 GIS 栅格/矢量分析套件gis raster vector python
pdal点云数据处理库(LAS/LAZ,点云界 GDAL)point-cloud lidar pipeline cli
whitebox-toolsRust 地形/水文/LiDAR 分析引擎(CLI + Python)cli hydrology terrain-analysis python

🗄️ 空间数据库

技能简介关键标签
postgisPostgreSQL 空间数据库扩展database sql spatial postgresql
duckdb-spatialDuckDB 空间扩展:列式库做空间 SQL 与 GeoParquetduckdb sql geoparquet analytics
spatialiteSQLite 空间扩展:单文件空间数据库、RTree 索引sqlite database spatial sql

🔧 几何运算库

技能简介关键标签
jtsJava Topology Suite 几何引擎java geometry spatial
geometry-api-javaEsri Geometry API for Javajava esri geometry
geometry-api-netEsri Geometry API for .NETdotnet esri geometry
shapelyPython 几何对象与运算python geometry geos wkt
geopandasPython 矢量空间数据处理python pandas vector

🌐 地图服务器

技能简介关键标签
geoserver开源地图服务器(WMS/WFS/WMTS/WCS)server wms wfs ogc
geoserver-rest-apiGeoServer REST API 自动化管理rest automation api http
geoserver-cloudGeoServer 云原生微服务架构cloud kubernetes docker
mapserverC 语言 OGC 地图服务引擎(mapfile 驱动)server wms wfs mapfile
qgis-serverQGIS 项目直发 OGC 服务的服务端组件server qgis wms fcgi

🖥️ QGIS 生态

技能简介关键标签
pyqgisQGIS Python 二次开发python qgis plugin

🗺️ Web 地图可视化

技能简介关键标签
cesiumjs高性能 3D 地球可视化javascript 3d webgl
openlayers高性能 Web 2D 地图库javascript 2d web map
leaflet轻量级移动端 Web 2D 地图库javascript web 2d map
mapbox-gl-jsWebGL 矢量瓦片地图库(需 access token)javascript webgl vector-tiles map
deck-glGPU 大规模地理数据可视化框架javascript webgl visualization geo
kepler-glReact/Redux 地理数据可视化应用与组件库react redux visualization jupyter

📦 .NET GIS 组件

技能简介关键标签
nettopologysuiteJTS 的 .NET 移植dotnet geometry
sharpmap.NET WinForms/Web 地图渲染库dotnet winforms csharp 2d
mapsui.NET 跨平台地图控件dotnet maui csharp map
projnet4geoapi.NET 坐标参考系与投影引擎(NuGet ProjNet 2.x)dotnet projection coordinate-systems wkt
brutile.NET 瓦片访问库(HTTP 瓦片源 + MBTiles 离线)dotnet tiles mbtiles tms
opengis-daf方案驱动 GIS 分析与质检框架(.NET 10 / C# 14)dotnet spatial-analysis gis csharp

🧭 桌面与平台应用

技能简介关键标签
geolibre云原生 GIS 应用:浏览器/桌面/Notebook/MCP 四种形态webgis duckdb mcp desktop
geonode地理空间 CMS:Django + GeoServer + PostGIS 数据门户cms django portal metadata

🧩 综合/工具集

技能简介关键标签
opengis-all一站式 GIS 全流程索引entrypoint workflow fullstack
geotoolsJava GIS 工具集java gis ogc wms
opengis-utils-for-javaOpenGIS Java 实用工具集java gis geotools jts
opengis-utils-for-netOpenGIS .NET 实用工具集dotnet csharp gdal ogr

快速导航

用户需求推荐加载
"Shapefile 转 GeoJSON"gdal/SKILL.md
"Python 空间分析"geopandas/SKILL.md + shapely/SKILL.md
"发布 WMS 地图服务"geoserver/SKILL.md + geoserver-rest-api/SKILL.md
"QGIS 批处理"qgis-process/SKILL.md
"Java 几何运算"jts/SKILL.md
".NET 地图控件"mapsui/SKILL.md
"PostgreSQL 空间查询"postgis/SKILL.md
"前端 3D 地球"cesiumjs/SKILL.md
"前端 2D 地图"openlayers/SKILL.md
"AI 驱动的 GIS 流水线"geopipe-agent/SKILL.md
"在浏览器/桌面里做 GIS(无服务端)"geolibre/SKILL.md
"用 SQL 直接分析 Shapefile/Parquet"duckdb-spatial/SKILL.md
"嵌入式/单文件空间数据库"spatialite/SKILL.md
"地形/水文/LiDAR 批量分析"whitebox-tools/SKILL.md
"方案驱动的分析/质检流水线"opengis-daf/SKILL.md
"完整 GIS 处理链路"opengis-all/SKILL.md

相关分类

  • cad/ — CAD 参数化建模、几何运算、BIM/PCB
  • csharp/ — .NET 框架、ORM、Office 操作
  • ai/ — LLM 应用、Agent 框架
  • 3d/ — 3D 高斯泼溅与 Web 三维可视化
  • iot/ — 物联网与嵌入式

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Gis Skills AI skill do?

Use when processing geospatial data, publishing map services, querying spatial databases, performing geometry operations, running desktop or cloud-native GIS apps, or building web map applications. Index of 40 skills: GDAL, GeoServer, QGIS, PostGIS, DuckDB Spatial, SpatiaLite, JTS, GeoPandas, Shapely, CesiumJS, OpenLayers, Leaflet, MapServer, QGIS Server, PROJ, PDAL, GeoLibre, GeoNode, WhiteboxTools, Mapbox GL JS, deck.gl and more.

Why use Gis Skills on TypingMind?

Because you install it once and use it with any model. Gis Skills is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Gis Skills in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/znlgis/opengis-skills/tree/main/gis. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Gis Skills?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Gis Skills?

As many as you like. As long as a model supports skills, you can use Gis Skills with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Gis Skills AI skill free?

Yes. It is published on GitHub by znlgis under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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