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OpenSmartRoute
Skillv1.0.0

geospatial-engineering

Use GeoPandas, Shapely, Rasterio, PyProj and GDAL.

by NeelakshSaxena(0) 0 installs
Free
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Free account. Installing gives you the manifest plus copy-paste snippets.

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About

Imported from NeelakshSaxena/BoundaryLens (.claude/skills/geospatial-engineering/SKILL.md). Install upstream with npx skills add NeelakshSaxena/BoundaryLens --skill geospatial-engineering. Copyright stays with the author.

Geospatial Engineering Skill

Use GeoPandas, Shapely, Rasterio, PyProj and GDAL.

Always validate CRS before spatial operations.

Use deterministic geometry operations for:

  • intersection
  • containment
  • distance
  • area
  • validity
  • overlap

Every transformation must be reproducible and documented.

Stop on unknown CRS or systematic spatial misalignment.

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

yaml
targets:
  - https://api.opensmartroute.ai/api/v1/registry/neelakshsaxena-boundarylens-geospatial-engineering/manifest   # or paste the manifest below

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

neelakshsaxena-boundarylens-geospatial-engineering.ocm.jsonjson
{
  "ocm": "1",
  "id": "neelakshsaxena-boundarylens-geospatial-engineering",
  "kind": "skill",
  "name": "geospatial-engineering",
  "description": "Use GeoPandas, Shapely, Rasterio, PyProj and GDAL.",
  "publisher": "NeelakshSaxena",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "general"
    ],
    "tags": [
      "skill-md",
      "github"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Use GeoPandas, Shapely, Rasterio, PyProj and GDAL."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "github",
      "repository": "https://github.com/NeelakshSaxena/BoundaryLens",
      "path": ".claude/skills/geospatial-engineering/SKILL.md",
      "ref": "274e58b8e209d0bdccf2d8790cae3b3923f17d74",
      "url": "https://github.com/NeelakshSaxena/BoundaryLens/blob/274e58b8e209d0bdccf2d8790cae3b3923f17d74/.claude/skills/geospatial-engineering/SKILL.md",
      "key": "NeelakshSaxena/BoundaryLens/.claude/skills/geospatial-engineering/SKILL.md"
    }
  },
  "instructions": "# Geospatial Engineering Skill\n\nUse GeoPandas, Shapely, Rasterio, PyProj and GDAL.\n\nAlways validate CRS before spatial operations.\n\nUse deterministic geometry operations for:\n- intersection\n- containment\n- distance\n- area\n- validity\n- overlap\n\nEvery transformation must be reproducible and documented.\n\nStop on unknown CRS or systematic spatial misalignment.",
  "cost": {
    "context_tokens": 89
  }
}

Fetch it by URL: GET /api/v1/registry/neelakshsaxena-boundarylens-geospatial-engineering/manifest?version=1.0.0

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