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SkillHub ClubAnalyze Data & AIData / AI

atlas14-spatial-variance

This skill analyzes spatial variability of NOAA Atlas 14 precipitation data within HEC-RAS model domains. It helps engineers decide if uniform rainfall assumptions are valid for rain-on-grid modeling by calculating min/max/mean statistics. It uses HTTP byte-range requests to download only needed data, reducing transfer by 99.9% compared to traditional methods.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
44
Hot score
91
Updated
March 20, 2026
Overall rating
A8.5
Composite score
6.7
Best-practice grade
D42.7

Install command

npx @skill-hub/cli install gpt-cmdr-ras-commander-atlas14-spatial-variance
hydrologygis-analysishec-rasprecipitationspatial-analysis

Repository

gpt-cmdr/ras-commander

Skill path: .claude/skills/atlas14-spatial-variance

This skill analyzes spatial variability of NOAA Atlas 14 precipitation data within HEC-RAS model domains. It helps engineers decide if uniform rainfall assumptions are valid for rain-on-grid modeling by calculating min/max/mean statistics. It uses HTTP byte-range requests to download only needed data, reducing transfer by 99.9% compared to traditional methods.

Open repository

Best for

Primary workflow: Analyze Data & AI.

Technical facets: Data / AI.

Target audience: Data teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: gpt-cmdr.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install atlas14-spatial-variance into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/gpt-cmdr/ras-commander before adding atlas14-spatial-variance to shared team environments
  • Use atlas14-spatial-variance for data workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

atlas14-spatial-variance | SkillHub