BUREAU OF VIBE MEASUREMENT VR CERTIFIED · 2026

THE INTERNATIONAL BUREAU OF VIBE MEASUREMENT

The official, peer-reviewed-by-nobody standard for how hard you actually vibe.
npx viberuler
submit your rig for certification
click to copy — 100% local scan, nothing leaves your machine unless you --submit
1 coder certified · 15.2B tokens on record
Every certificate is GitHub-notarized (device-flow OAuth).

OFFICIAL STANDINGS

#coderVIBEtok/$badgescertified as
#1 @master5d 6,393 463.4K 5 Ship Machine
This measurement is scientifically meaningless. Notarized anyway.
GitHub · Methodology · Privacy · API
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