Beta testing: please verify files against your hub’s current requirements and tell us about possible mistakes.

DMA-PRIME · Clemson University

Hubverse Support Toolkit

Practical, browser-based tools that help modeling teams handle the technical pieces of Hubverse submissions. Follow guided prompts, prepare correctly structured files, and download your results—no coding required.

Explore the tools Run tools offline

Available tools

Technical support without the technical overhead

Each tool is available in two clearly labeled versions: an online version opened from this site and a standalone offline HTML download. Both guide you through the required information without coding.

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Model Metadata Generator

Create a hub-specific model metadata file using a guided form. Select your hub, enter the required information, review the result, and download a ready-to-review .yml file.

  • No coding
  • Hub-specific prompts
  • Online live-schema checks
  • Separate offline version
Open online version Download offline HTML
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Hubverse Data Preparation

Turn Excel, CSV, TSV, JSON, pasted, or manually entered data into a ready-to-review Hubverse target-data/time-series.csv. Match columns, assign targets, map locations, review checks, and optionally download reusable Python or R transformation code.

  • Common file formats
  • Public hub profiles
  • Target and location mapping
  • Python and R workflows
Open online version Download offline HTML
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Hubverse Submission Guide

Learn the Hubverse GitHub submission workflow step by step—from creating or updating your fork and branch to adding files, opening a pull request, and reviewing automated checks. Choose a guided pathway for the GitHub website, GitHub Desktop, or the command line, with Windows and macOS instructions where they differ. This guide is in beta and is still undergoing review and testing.

  • GitHub from zero
  • Personalized file paths
  • Three submission routes
  • Windows & macOS command line
Open online version Download offline HTML

How it works

A guided path through each task

1

Open a tool

Choose a tool from the catalog and use it online or download the standalone version.

2

Complete the prompts

Provide the requested information. The tool handles the file structure and formatting.

3

Review and submit

Download the result, check it against your hub’s latest instructions, and follow the hub’s submission process.

Work offline

Take the tools with you

Every tool is also provided as one self-contained, clearly labeled offline HTML file. It needs no installation, server, account, or internet connection for its core features. Opening official Hubverse or GitHub links still requires internet access.

  1. Select Download standalone HTML on a tool card.
  2. Save the file somewhere convenient on your computer.
  3. Double-click the saved file to open it in your usual web browser.

If your browser opens the HTML instead of saving it, right-click the download button and choose Save link as.

Update note: Standalone downloads include metadata-schema and hub-configuration snapshots. If a hub changes its rules, re-download the appropriate tool for the newest bundled version or upload the hub’s current JSON files manually.

Your data and entries are processed locally in your browser.

Official resources

Stay connected to Hubverse guidance

This toolkit supports the technical workflow. Official Hubverse documentation and each hub’s current configuration remain the authoritative sources for submission requirements.

Visit Hubverse Official website ↗ Read the documentation Hubverse docs ↗ Submission guidance Model output quickstart ↗ Explore participating hubs Hub directory ↗