Choose a geospatial calculation or service from accuracy, scale and problem semantics.
Editorial note checked 2026-10-29 against this instruction snapshot. Supporting scripts and runtime behavior remain outside this editorial review.
The source distinguishes distance, containment, routing and area operations. It is useful when a superficially similar result requires a different geographic model.
Developers deciding how to answer a location-based question.
Straight-line distance is not travel distance. Coordinate systems and data quality affect accuracy, and service-backed operations can introduce latency and usage charges.
Unknown; inspect source requirements and supporting scripts.
Inspect the pinned source snapshot and its supporting files first. The command selects this skill through the open-source skills CLI. Node.js and agent-specific setup may be required. Installation can download code. Catalog ingestion never executes skill instructions or install scripts.
npx skills add https://github.com/mapbox/mapbox-agent-skills/tree/f71cd72b8d8937b06db440538bd65559eb792c49/skills/mapbox-geospatial-operations --skill mapbox-geospatial-operationsReview pinned skill folder ↗ · CLI documentation ↗
After source review, use npx skills check and npx skills update to inspect and apply upstream updates. Re-check changed instructions before running them.
Static review only. This is not a security audit or a guarantee of safety.
SKILL.md text only; scripts, dependencies and runtime behavior not audited.
Allowed tools declaration: Unknown. Runtime permissions and network behavior: Unknown.
85/100 · Metadata coverage 100% · Model 1.0
Scores summarize observable discovery signals. Popularity and repository activity apply to the whole repository. Unknown runtime safety earns no certification.
Define the actual geographic question, acceptable error and dataset scale, then choose the smallest suitable local algorithm or service.
Check known locations and boundary cases, validate coordinate order and units and report the approximation or routing assumptions behind the result.
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Choose geographic visual encodings that match the data and comparison task.
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