Mog Rating Preview

Use when a user provides an authorized 18+ face, selfie, or portrait photo and asks for an official MogScore, mog rating, AI face rating, face score, or free Mog Rating preview through the existing MogScore website.

Overview

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

Prefer the OpenClaw host browser 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:

bash

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

Success:

json

{
  "ok": true,
  "source": "mogscore-web",
  "workflow": "mog-rating-preview-v0",
  "url": "https://mogscore.ai/mog-rating?mode=upload",
  "previewPath": "/preview/rpt_example",
  "previewUrl": "https://mogscore.ai/preview/rpt_example",
  "report": {}
}

Failure:

json

{
  "ok": false,
  "source": "mogscore-web",
  "workflow": "mog-rating-preview-v0",
  "error": {
    "code": "timeout",
    "message": "Timed out waiting for POST /api/reports.",
    "retryable": true
  }
}

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 use this for non-consensual biometric matching, identity inference, impersonation, face swap, or surveillance workflows.
• 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.