Mog rating preview

Mog Rating Preview

Overview

Run the official MogScore /mog-rating?mode=upload flow in a visible, headed browser and return the free AI Face Rating preview JSON. This is not a backend API, paid AI Face Analysis, or credit-spending workflow.

Do not use headless mode. The local face scan depends on browser graphics capabilities and can fail as scanner_unavailable in headless Chrome.

Workflow

Use Claude Code's browser capability when it can upload local files and capture network response bodies:

1. Open https://mogscore.ai/mog-rating?mode=upload.
2. Set the local file on the input labeled Selfie image.
3. Click Get Score or Get my score.
4. Capture the POST /api/reports JSON response.

If the host browser cannot upload files or capture the response body, run the bundled script from this skill folder:

node scripts/run-mog-rating-preview.mjs \
  --browser-executable "/Applications/Google Chrome.app/Contents/MacOS/Google Chrome" \
  --headed \
  --image /absolute/path/to/photo.jpg

The script requires Node 20+, playwright-core, and a local Chrome-compatible browser. It does not install or download Chromium.

Output Contract

Return the JSON object from the host-browser capture or the script. On success, ok is true, previewUrl is absolute, and report contains the free preview object returned by POST /api/reports. On failure, return error.code and error.message.

Expected error codes: upload_input_not_found, upload_failed, submit_button_not_found, local_scan_failed, scanner_unavailable, preview_create_failed, preview_response_missing, timeout, host_file_upload_unsupported, host_network_capture_unsupported.

Boundaries

• Process only user-supplied photos that the user has the right to submit.
• Return the free AI Face Rating / Mog Rating preview only.
• Do not describe the output as paid AI Face Analysis or a Full Facial Metrics Report.
• Do not ask for Google login for this workflow.
• Do not claim medical, identity, objective attractiveness, surgery, or guaranteed improvement conclusions.
• Do not expose or invent raw landmarks, face mesh data, blendshapes, transformation matrices, auth internals, payment internals, or storage internals.

Common Mistakes

• Do not run headless.
• Do not stop after attaching the image; click Get Score or Get my score.
• Do not scrape visible score text when POST /api/reports is available.
• Do not commit user photos or smoke-test images.