How a Portfolio Review Is Generated

  1. You

    Input: The web address of one project page from your portfolio. There is no account to make and no file to upload.

  2. Browserless

    Opens your portfolio webpage and takes screenshots.

    Input: Your web address.

    Output: A numbered set of pictures covering the whole page.

  3. Anthropic, First Call

    Claude Opus 5 performs some checks to validate it is an accessible portfolio.

    Input: The first picture, and the web address written out as text.

    Output: Yes or no, and one sentence saying why, shown to you if the answer is no.

  4. Anthropic, Second Call

    Claude Opus 5 conducts the portfolio review, using a special guide that was developed with real industrial design professionals.

    Input: Every picture, the list of parts a project should have, and the scoring guide.

    Output: Which parts are present, six quality scores, and the written feedback.

  5. Neon

    Your portfolio review result is stored in a secure database so you can access it later.

    Input: The web address, the project name, the scores, the feedback, and the date.

    Output: The same report, read back when you open the link again.

  6. Vercel

    This website is hosted on a platform called Vercel.

    Input: The picture files.

    Output: The pictures, shown beside the feedback written about them, when you open the link again.

  7. Your Report

    Output: The band you landed in, what to fix, what to keep, and the checklist of parts.

Security

Virginia Tech SSO

Signing in with the Virginia Tech account you already have, using Shibboleth, the university single sign on system.

Coming soon. This is not in place yet.

How the Site Itself Is Built

Claude Code

The site was built, and is kept up to date, using Claude Code, a coding tool made by Anthropic.

GitHub

The code lives in a private repository on GitHub, a hosting service for software projects.