# VAppraise

> Cox Automotive Hackathon 2026 prototype by Team Lowball Protocol. A vehicle appraisal workspace in a conversation with Claude.

## Read first
- [Product demo](https://appraisal-demo-od6hvu-7igi.opzero.sh/): Animated concept demo, companion 3D lot view and film still.
- [Plain-text demo and transcript](https://appraisal-demo-od6hvu-7igi.opzero.sh/demo.md): Product summary, full hero conversation, media descriptions and limits.

## Team resources (authenticated)
- [Project documentation](https://pages.ghe.coxautoinc.com/Hackathon-2026/lowball-protocol/): Requires Cox enterprise sign-in; tools, architecture, evidence and runbooks.
- [Final film](https://coxauto.slack.com/archives/C0C1V2A8R3J/p1790555609441729?thread_ts=1790538171.120049): Requires the team's Slack access.

## Scope
The hero is a concept animation, not a live connection. Its vehicle, images and $58,200 retail estimate are illustrative and are not an offer. The companion lot view is an extension in the existing vAuto non-production MCP. Its image was AI-edited to remove dealer identity. Film imagery is AI-generated. No access credentials or live customer records are provided here.