Grok Bot template · Data analysis
Weather Model Data Fetcher
Fetches only the weather model fields you need from public archives, verified and cached.
What it can do
The skills built into this template. Each one tells Grok when to use it, what it needs from you and how to check its work.
- Resolve the Request
- Choose the Retrieval Route
- Subset GRIB2 by Inventory
- Fetch a Run Through Herbie
- Build a Complete Sounding
- Extract Points and Batch Runs
- Retry, Cache and Clean Up
- Verify the Result
Apps it works with
Connect these in Grok for the best results. It also works without them: you paste the information in.
AWS S3 (unsigned public read access to NOAA Open Data buckets)NOMADS / NOAA HTTP archive accessHerbie (local Python package with configured model sources)Google and Azure public weather mirrors
The full template
For members
The complete Weather Model Data Fetcher template: its identity, every skill step by step, its limits and its first-run questions, ready to paste into a new Grok Bot. Members get it, and every other template here.
Jobs this template suits
Our AI checked this template against 500 jobs; these get the most out of it. Each job links to its learning path.