china-admin-divisionsDownload Chinese administrative-division vector data (province / city / county / town / village) from the public map.ruiduobao.com API. Supports GeoJSON / Sh...
Install via ClawdBot CLI:
clawdbot install ruiduobao/china-admin-divisionsGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Contains telemetry, tracking, or analytics calls not mentioned in documentation
pixel (Calls external URL not in known-safe list
https://map.ruiduobao.com`(国内主机,默认直连绕过代理)。Audited Sep 2, 2026 · audit v1.0
Generated Sep 2, 2026
Urban planners and GIS analysts need accurate administrative boundary data for city planning, land use analysis, and demographic mapping. This skill enables quick download of province to village level vector data in standard formats like GeoJSON or Shapefile, facilitating integration into GIS software.
Retail chains and real estate developers analyze market potential by overlaying demographic and economic data on administrative boundaries. Using this skill, they can obtain precise boundary files for provinces, cities, and districts to segment markets and optimize site selection.
Web developers building interactive maps for dashboards or public portals require lightweight vector data (e.g., SVG) to render administrative boundaries in browsers. The skill provides SVG downloads that scale without quality loss, enabling seamless integration into web mapping libraries.
Researchers studying regional disparities, population distribution, or policy impacts often need administrative maps. The ability to download GeoJSON for specific levels (e.g., county) streamlines data collection for spatial join and analysis in tools like GeoPandas or R.
During natural disasters, rescue teams need immediate access to administrative boundaries for coordination. This skill allows rapid download of up-to-date boundary data for affected regions, supporting logistics and evacuation planning.
Integrate this skill into a SaaS platform that offers dynamic administrative boundary data for businesses. Charge a monthly fee for access to refreshed datasets, with premium features like batch downloads and priority support.
Provide a free tier with limited downloads (e.g., a few requests per day) and offer paid tiers for high-volume users, such as logistics companies needing all levels of divisions. The skill itself is free, but monetize through capacity upgrades.
Leverage the skill to quickly produce custom boundary datasets for clients in market research or real estate. Bundle the download capability with additional data processing, geocoding, or analytics as a paid service.
💬 Integration Tip
To integrate this skill into an automated workflow, use the CLI to download data on a schedule, and store the outputs in a cloud bucket for reuse. Ensure network settings allow access to map.ruiduobao.com; if behind a proxy, set RUIDUOBAO_USE_PROXY=1.
Scored Sep 2, 2026
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