opengis-skills SKILL.md skillA
opengis-skills from znlgis/opengis-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add znlgis/opengis-skills/opengis-skills@git:20261015.92a0edePins git:20261015.92a0ede in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- znlgis/opengis-skills
- Path
SKILL.md- Versions recorded
- 5
- Latest version
- git:20261015.92a0ede, committed Oct 15, 2026
- First version recorded
- Sep 2, 2026
- Size
- 22,009 bytes
- Repository stars
- 70
- License
- MIT
Use when AI coding assistant needs GIS/CAD/C#/AI/IoT/3D domain expertise. Index of 96 skills across 8 categories: gis (32), cad (21), csharp (9), ai (14), iot (2), 3d (6), demos (4), others (8). Tag-based search and on-demand loading for GDAL, GeoServer, MapServer, Leaflet, PROJ, PostGIS, JTS, CesiumJS, FreeCAD, Blender, OpenSCAD, OCCT, NPOI, SqlSugar, Furion, Dify, Ollama, LangChain, SuperSplat, CHAGS and more.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
> **仓库地址：** <https://github.com/znlgis/opengis-skills> > > **上游博客（对应分类）：** <https://znlgis.github.io/> > > **许可证：** MIT ## 概述 本仓库是一个面向 **AI 编程助手 / Agent**（Claude、Cursor、Cline、Copilot Chat、DeepSeek 等）的技能（Skill）集合，涵盖开源 GIS、CAD、C#、AI、IoT、3D 六大领域，以及通用工具（others）与项目演示（demos），共 8 个分类、96 个技能文件。 每个技能以独立的 `SKILL.md` 文件组织，AI 工具可按需加载，作为「领域知识」注入到对话上下文，从而获得更准确的 API 调用、代码生成、错误排查和最佳实践建议。 ### 你需要什么？ - **需要 GIS 空间数据处理？** → 加载 `gis/gdal/SKILL.md` - **需要用 QGIS 做批处理？** → 加载 `gis/qgis-process/SKILL.md` - **需要用 Java 做几何运算？** → 加载 `gis/jts/SKILL.md` - **需要发布地图服务？** → 加载 `gis/geoserver-rest-api/SKILL.md` - **需要一站式 GIS 全流程？** → 加载 `gis/opengis-all/SKILL.md` - **需要 CAD 参数化建模？** → 加载 `cad/freecad/SKILL.md` - **需要用 .NET 操作 Excel？** → 加载 `csharp/npoi/SKILL.md` - **需要搭建 LLM 应用？** → 加载 `ai/dify/SKILL.md` - **需要用纯 C# 生成建筑模型？** → 加载 `3d/elements/SKILL.md` - **需要 CSG 布尔运算建模？** → 加载 `3d/opencsg-net/SKILL.md` - **需要 .NET 错误追踪？** → 加载 `csharp/sentry/SKILL.md` - **需要 DeepSeek 智能体框架？** → 加载 `ai/deepseek-harness/SKILL.md` - **需要方案驱动的 GIS 分析/质检流水线？** → 加载 `gis/opengis-daf/SKILL.md` - **需要 OpenCode × DeepSeek 最优配置？** → 加载 `ai/my-opencode-deepseek-config/SKILL.md` …
Read the whole file at its exact version.
How to install
mdr add znlgis/opengis-skills/opengis-skills@sha256:70d11c7b5d977451The line at the top of this page pins the label git:20261015.92a0ede, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_fn6cfmrgsdauvwlw)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Sep 2, 2026 and Oct 15, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261015.92a0ede latest | 2026-10-15 | 92a0ede | 22,009 B | A | view · diff |
| git:20261015.45b67dd | 2026-10-15 | 45b67dd | 19,027 B | A | view · diff |
| git:20261014.f44964f | 2026-10-14 | f44964f | 19,027 B | A | view · diff |
| git:20260909.72be554 | 2026-09-09 | 72be554 | 17,448 B | A | view · diff |
| git:20260902.9126102 | 2026-09-02 | 9126102 | 16,882 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (22009 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
znlgis/opengis-skills · 70 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_fn6cfmrgsdauvwlw GET https://markdownregistry.com/api/v1/resolve?ref=znlgis/opengis-skills/opengis-skills GET https://markdownregistry.com/api/v1/blob/70d11c7b5d977451bcc64cc0adb05d7d69ef2656503065a05866f835b72caaa4
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.