Mog rating preview

Skill roooo-798/mogscore-skill/claude-code/mog-rating-preview

Agent skills for running the official MogScore free AI Face Rating preview

Install

npx -y skills add roooo-798/mogscore-skill --skill mog-rating-preview

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

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What its author says it does

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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.

SKILL.md

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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:

Open https://mogscore.ai/mog-rating?mode=upload.
Set the local file on the input labeled Selfie image.
Click Get Score or Get my score.
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.