znlgis/opengis-skills
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Open source GIS-AI skill set
Overview
A collection of open-source GIS, CAD, C#, AI, IoT, 3D skills, and general tools (Skills) aimed at . This repository is fully aligned with the znlgis.github.io upstream blog categories, facilitating two-way navigation and learning. The main entry point of this repository is under the root directory. This file contains a complete skill index, tag search system, and on-demand loading guide, making it the ** for AI tools to understand and use this repository. - Load → Get global indexes, tag navigation, and loading strategies - load (such as gis/SKILL.md) → Get a skill summary in a specific field - Load → Get deep knowledge of a single tool It is recommended to load on demand using @SKILL.md or @gis/gdal/SKILL.md to avoid full injection and contextual bloat. Each SKILL is an independent directory, containing a SKILL.md that can be loaded on-demand by AI tools like Claude, Cursor, Cline, Copilot Chat, VS Code, etc., injected as "domain knowledge" into conversations, enabling more accurate code generation and problem troubleshooting capabilities. In addition to the root directory SKILL.md as the global entry, each category also has ( /SKILL.md) as a secondary entry point for that domain: The category index file allows AI tools to quickly locate target skills without loading the full index of 75 skills (root SKILL.md) when they are . If a user asks cross-domain questions, they can then revert to the root SKILL.md. 3D Gaussian Splashing (3DGS), Web 3D visualization, and high-performance AEC/BIM 3D data processing. Use the English 'Use when...' format, describing the skill (rather than describing the project itself), following Anthropic Skill best practices. Use the use when... for category indexing. Index of N skills: ... format. All descriptions start with 'Use when', third person, ≤500 characters. Each SKILL.md's frontmatter must include an array of tags (not using inline [tag1, tag2] format) listing key tags for the skill (such as python, geometry, cli, 3d, etc.). These tags are used by the root SKILL.md's tag index system, allowing AI tools to quickly locate relevant skills without scanning all files. 3. (Use as needed, maintain stable order): - : Positioning and characteristic matrix - - -
Overview (machine translated)
An open-source collection of GIS, CAD, C#, AI, IoT, 3D skills, and general tools for AI programming assistants/Agents.
This repository is fully aligned with the categories of znlgis.github.io upstream blogs, facilitating two-way navigation and learning.
🤖 AI Entry Prompt
For AI programming assistants (Claude / Cursor / Cline / Copilot Chat / DeepSeek, etc.):
The main entry point of this repository is
SKILL.mdin the root directory. This file contains a complete skill index, tag search system, and on-demand loading guide, making it the first stop for AI tools to understand and use this repository.
- Load root
SKILL.md→ Get global indexes, tag navigation, and loading strategies- Load category
*/SKILL.md(e.g.,gis/SKILL.md)→ Get a skill summary in a specific field- Load Project
*/ /SKILL.md→ to gain deep knowledge of a single toolIt is recommended to load on demand using methods such as
@SKILL.mdor@gis/gdal/SKILL.mdto avoid full injection and contextual bloat.
🚀 Get Started Quickly
How to use AI tools in this warehouse
This repository uses a three-layer index structure, and AI tools can flexibly select loading levels according to user needs:
| Hierarchy | Document | Content | Applicable scenarios |
|---|---|---|---|
| L1 Global Entry | SKILL.md(root directory) |
Full index of 96 skills, tag search, scenario recommendation | If you are unsure about the specific tool, load this file first to get the full view |
| L2 Category Index | gis/SKILL.md、cad/SKILL.md、csharp/SKILL.md、ai/SKILL.md、iot/SKILL.md、3d/SKILL.md、demos/SKILL.md、others/SKILL.md |
Skill list and domain overview under a certain category | Clearly define major categories (such as GIS, CAD) but uncertain specific tools |
| L3 Project Skills | / /SKILL.md |
In-depth knowledge of a single open source project (API, workflow, FAQ) | Determined which tool to use and which requires precise coding guidance |
Typical usage process
Quick Check on Loading Methods
📂 Directory Structure
Each SKILL is an independent directory, containing a SKILL.md, which can be loaded on-demand by AI tools such as Claude, Cursor, Cline, Copilot Chat, VS Code, and other tools, injecting “domain knowledge” into conversations to achieve more accurate code generation and troubleshooting capabilities.
📑 Classified Index Files
Except for the root directory 'SKILL.
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Recommended Tools
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Install
npx skillfish add znlgis/opengis-skills