Mog rating preview

Mog Rating Preview

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:

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:

{
  "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:

{
  "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.