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Agent Skill · 研究检索

gis-mapping(地理信息系统制图)

gis-mapping 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

gis-mapping 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为操作浏览器;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 41,736。

总安装 1,148周安装 46GitHub Stars 11下载 372核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:gis-mapping(地理信息系统制图)
来源仓库:https://github.com/peterbamuhigire/skills-web-dev
仓库路径:skills/gis-mapping
安装命令:
npx skills add https://github.com/peterbamuhigire/skills-web-dev --skill gis-mapping
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/peterbamuhigire/skills-web-dev --skill gis-mapping

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

gis-mapping 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。适用于地理信息系统相关信息的检索与筛选任务。通过 npx skills add 命令从 GitHub 仓库安装,需确认权限与维护状态。

使用前建议核实是否会触发联网、命令执行或文件读写操作。可结合原始 README 进一步验证具体用法和功能边界。

来源仓库内路径:skills/gis-mapping

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/peterbamuhigire/skills-web-dev --skill gis-map…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要操作浏览器,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

gis-mapping 怎么安装?

在终端执行 npx skills add https://github.com/peterbamuhigire/skills-web-dev --skill gis-mapping。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

gis-mapping 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

gis-mapping 需要什么权限?

权限级别是操作浏览器。该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

gis-mapping 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

gis-mapping 用的人多吗?

公开数据是累计安装 1,148 次,近一周安装 46 次,下载 372 次,GitHub 11 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

gis-mapping 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
gis-mapping

地理信息系统制图 · 本页

1,14811操作浏览器未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Platform Notes

  • Optional helper plugins may help in some environments, but they must not be treated as required for this skill.

GIS Mapping (Leaflet-First)

Use When

  • Use for web apps that need Leaflet-first GIS mapping, location selection, map-driven UIs, or geofencing validation. Covers Leaflet setup, optional tile providers, data storage, and backend validation patterns.
  • The task needs reusable judgment, domain constraints, or a proven workflow rather than ad hoc advice.

Do Not Use When

  • The task is unrelated to gis-mapping or would be better handled by a more specific companion skill.
  • The request only needs a trivial answer and none of this skill's constraints or references materially help.

Required Inputs

  • Gather relevant project context, constraints, and the concrete problem to solve; load references only as needed.
  • Confirm the desired deliverable: design, code, review, migration plan, audit, or documentation.

Workflow

  • Read this SKILL.md first, then load only the referenced deep-dive files that are necessary for the task.
  • Apply the ordered guidance, checklists, and decision rules in this skill instead of cherry-picking isolated snippets.
  • Produce the deliverable with assumptions, risks, and follow-up work made explicit when they matter.

Quality Standards

  • Keep outputs execution-oriented, concise, and aligned with the repository's baseline engineering standards.
  • Preserve compatibility with existing project conventions unless the skill explicitly requires a stronger standard.
  • Prefer deterministic, reviewable steps over vague advice or tool-specific magic.

Anti-Patterns

  • Treating examples as copy-paste truth without checking fit, constraints, or failure modes.
  • Loading every reference file by default instead of using progressive disclosure.

Outputs

  • A concrete result that fits the task: implementation guidance, review findings, architecture decisions, templates, or generated artifacts.
  • Clear assumptions, tradeoffs, or unresolved gaps when the task cannot be completed from available context alone.
  • References used, companion skills, or follow-up actions when they materially improve execution.

Evidence Produced

CategoryArtifactFormatExample
CorrectnessMap interaction test planMarkdown doc covering marker, popup, geofence, and selection scenariosdocs/gis/map-interaction-tests.md
PerformanceMap performance budgetMarkdown doc covering tile load, marker count, and interaction latency budgetsdocs/gis/map-perf-budget.md

References

  • Use the references/ directory for deep detail after reading the core workflow below.

Quick Summary

  • Leaflet-first mapping for web apps (default engine)
  • Optional OpenStreetMap tiles or other providers
  • Location selection (marker, polygon, rectangle) + map UI patterns
  • Geofencing enforcement with client + server validation (see geofencing.md)
  • Performance, clustering, and safe storage of spatial data

Capability Index (Leaflet-First)

Use this index to load only the section you need. Details live in references/leaflet-capabilities.md.

  1. Basic Mapping & Visualization (core Leaflet)
  2. Spatial Queries (Turf.js)
  3. Geocoding (Nominatim or Leaflet Control Geocoder)
  4. Buffering & Zone Analysis (Turf.js)
  5. Heatmaps & Density (leaflet.heat)
  6. Routing & Network Analysis (OSRM / GraphHopper + leaflet-routing-machine)
  7. Drawing & Editing (leaflet.draw / Geoman)
  8. Measurement Tools (leaflet-measure or custom)
  9. Clustering & Aggregation (leaflet.markercluster)
  10. Spatial Analysis (Turf.js)
  11. Time-Based Analysis (custom + heat)
  12. Export & Printing (html2canvas/jsPDF + GeoJSON export)

When to Use

  • You need interactive maps for customers, assets, farms, or delivery zones
  • Users must select or edit locations on a map
  • You must enforce geo-fencing or boundary validation
  • You need GIS data display with filters, legends, and clustering

Key Patterns

  • Leaflet is the default mapping engine.
  • Always include attribution for the chosen tile provider.
  • Capture geometry in GeoJSON and validate server-side.
  • Use bounding-box checks before deeper polygon math.
  • Cluster markers when data is large or dense.
  • Store optional tile provider API keys in system settings (e.g., osm_api_key) and load them at runtime.
  • Default to terrain tiles (OpenTopoMap) for administrative borders.

Leaflet Standardization (BIRDC)

  • Use a shared Leaflet configuration for tile URLs, attribution, and defaults.
  • Prefer a shared loader or include pattern so Leaflet CSS/JS is consistent across pages.
  • Use the project's canonical Leaflet profile page as the UI reference for layering, interactions, and map controls.

Stack Choices (Frontend)

  • Leaflet (default): Lightweight, fastest to implement, best for most apps.
  • OpenLayers (optional): Heavyweight GIS controls and projections.
  • MapLibre GL JS (optional): Vector tiles, smoother at scale.

Data Model & Storage

  • Point: latitude + longitude (DECIMAL(10,7))
  • Polygon/Boundary: Store as GeoJSON (TEXT/JSON)
  • Metadata: location_label, address, last_updated_at

Recommended formats:

  • GeoJSON for portability across JS + backend
  • WKT only if your DB tooling depends on it

Map Initialization (Leaflet)

<link
  rel="stylesheet"
  href="https://unpkg.com/leaflet@1.9.4/dist/leaflet.css"
/>
<script src="https://unpkg.com/leaflet@1.9.4/dist/leaflet.js"></script>
const map = L.map("map").setView([0.3476, 32.5825], 12);
const osmApiKey = window.osmApiKey || "";
const osmTileUrl = osmApiKey
  ? `https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png?api_key=${osmApiKey}`
  : "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png";

const osm = L.tileLayer(osmTileUrl, {
  attribution: "© OpenStreetMap contributors",
  maxZoom: 19,
});

const terrain = L.tileLayer(
  "https://{s}.tile.opentopomap.org/{z}/{x}/{y}.png",
  {
    attribution: "© OpenTopoMap",
    maxZoom: 17,
  },
);

terrain.addTo(map);

Location Selection Patterns

Marker (Point)

  • Single click adds/updates a marker
  • Store coordinates in hidden inputs
let marker;
map.on("click", (e) => {
  if (marker) map.removeLayer(marker);
  marker = L.marker(e.latlng).addTo(map);
  document.querySelector("#latitude").value = e.latlng.lat;
  document.querySelector("#longitude").value = e.latlng.lng;
});

Polygon / Rectangle (Area)

Use Leaflet Draw or Geoman. Store GeoJSON geometry.

const drawn = new L.FeatureGroup().addTo(map);
const drawControl = new L.Control.Draw({
  draw: { polygon: true, rectangle: true, marker: false, circle: false },
  edit: { featureGroup: drawn },
});
map.addControl(drawControl);

map.on("draw:created", (e) => {
  drawn.clearLayers();
  drawn.addLayer(e.layer);
  document.querySelector("#boundary_geojson").value = JSON.stringify(
    e.layer.toGeoJSON(),
  );
});

Geofencing (Overview)

Geofencing must be enforced at two levels:

  • UI constraint: prevent invalid selections in the browser
  • Server constraint: verify boundaries in backend validation

See geofencing.md for full patterns, point-in-polygon checks, and multi-geometry rules.

UI Patterns

  • Filters + stats in a side card, map in a large canvas
  • Legend to toggle categories (customer groups, territories)
  • Clustering when markers exceed ~200

Performance & UX

  • Debounce search and map redraw
  • Use marker clustering or server-side tiling
  • Lazy load heavy layers
  • Simplify large polygons for UI display
  • Pick a rendering strategy by feature count — see references/rendering-thresholds.md for the full table. Short form:

- < 200 features: plain markers/SVG - 200–2 000 points: Leaflet.markercluster - 200–5 000 polygons: preferCanvas: true on the map - 2 000–10 000: server-side bbox filtering + per-zoom geometry simplification - > 10 000: switch to MVT via Leaflet.VectorGrid or MapLibre/Mapbox GL - > 50 000: WebGL overlay (Leaflet.glify, PixiOverlay)

  • Return zoom-appropriate geometry from the backend — one simplification tolerance for all zooms is always wrong.

Anti-Patterns (map-specific)

  • Loading multi-megabyte GeoJSON at zoom 3 "for completeness" — simplify per zoom.
  • Client-side reprojection on every pan — project server-side, deliver EPSG:4326.
  • SVG renderer for 10 k+ polygons — switch to Canvas or vector tiles.
  • Heatmap under ~200 points — implies density that is not statistically there.
  • Two plugins for the same job (e.g. leaflet-draw and Geoman both active) — event collisions, see references/leaflet-plugins.md.
  • Leaving L.marker default icon in production — image path breaks when bundled (Webpack/Vite); use a custom icon or shim.

Backend Validation

Always validate coordinates server-side:

  • Ensure latitude is between -90 and 90
  • Ensure longitude is between -180 and 180
  • Enforce geofence boundaries with the same logic as UI
  • Load optional tile provider keys (for example osm_api_key) from system settings when building map pages

Privacy & Security

  • Location data is sensitive: protect with permissions
  • Never trust client-only validation
  • Avoid exposing private coordinates without authorization

Recommended Plugins

  • Leaflet Draw or Leaflet Geoman (drawing tools)
  • Leaflet MarkerCluster (performance)
  • Leaflet Control Geocoder (search)
  • Turf.js (geospatial analysis)

References

  • geofencing.md (sub-skill)
  • references/leaflet-capabilities.md
  • references/leaflet-arcgis-equivalents.md (index)
  • references/leaflet-plugins.md — plugin selection matrix, compatibility checklist, plugin-vs-custom decision
  • references/rendering-thresholds.md — feature-count → strategy table, Canvas vs SVG vs WebGL, per-zoom simplification

平台分布

Codex

34.73%
按下载量换算129

Claude

29.79%
按下载量换算111

Cursor

18.47%
按下载量换算69

Gemini CLI

8.02%
按下载量换算30

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

操作浏览器

该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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