# AI Dataset & Model Catalog — MetricForge Reference Layout v3

A focused AI and Data Science application redesigned around the clean, isolated-workspace structure of MetricForge.

## Accurate purpose

Create a searchable metadata layer that helps humans compare research assets and generates concise machine-readable discovery exports.

## Best used for

University data catalogs, model registries, research directories, and AI-readable product documentation.

## Outputs

Dataset and model cards, quality and license filters, shortlists, CSV/JSON exports, and llms.txt.

## Scope boundary

The catalog organizes metadata and links. It does not verify legal rights, process payments, host large artifacts, or guarantee model suitability.

## Cloudflare Pages

This folder is root-flat. Upload the folder or ZIP directly through Cloudflare Pages Direct Upload.

- Framework preset: None
- Build command: leave empty
- Build output directory: `.`
- Root directory: repository root

Original template: https://commerce-llms-txt-template.yirassssindaba.workers.dev/

GitHub: https://github.com/yirassssindaba-coder/commerce-llms-txt-template


## MetricForge Dynamic Review v4

- Layered animated flow-line background using local SVG assets.
- Local project and navigation icon images.
- Three original royalty-free review soundtracks with explicit play/pause, track switching, and volume.
- Audio never starts before user interaction.
- Motion can be paused and respects `prefers-reduced-motion`.


## Cinematic Background v5

This edition adds a project-specific animated scene, layered flow lines, circuit grid, orbit field, neural mesh, particles, aurora, scanning beam, pointer parallax, scroll depth, pause support, tab visibility pausing, mobile simplification, and `prefers-reduced-motion` handling. Animations are transform/opacity oriented to keep rendering efficient.