Skip to content
Mogger
Get a key

Formulas

12 preferences, each tuned once by a person and callable by any agent. Pick one by slug and get back a score from 0 to 1 and a verdict.

A formula is one absolute yes or no question about a single input. It never compares two things: it looks at one image or one text and judges it on its own. Image formulas (8) take a photo. Text formulas (4) take a string. Every call returns noul, the calibrated probability that the answer is yes, and mogs, the verdict against a pass/fail boundary a person keeps on the server.

Need a judgment that is not here? Any key can write its own formula.

Try oneAPI reference
Four deadpan animals in cobalt blue sweaters sitting in a row: an orange tabby cat, a black cat, a shaggy black dog, and a brown dachshund.

Face

6 formulas, image input

  • Jawline

    Does the jaw draw one clean, defined line from ear to chin?

    Image inputFacejawline

  • Canthal Tilt

    Do the outer corners of the eyes sit higher than the inner corners?

    Image inputFacecanthal-tilt

  • Hunter Eyes

    Deep-set, hooded, horizontal eyes under a low, straight brow.

    Image inputFacehunter-eyes

  • Hairline

    A low, straight, dense hairline with no retreat at the temples.

    Image inputFacehairline

  • Skin

    Clear, even, smooth facial skin with a healthy finish.

    Image inputFaceskin

  • Overall Face

    The whole face, judged at once: structure, proportion, and harmony.

    Image inputFaceoverall-face

Physique

1 formula, image input

  • Physique

    Muscle, leanness, and proportion, judged on what the frame shows.

    Image inputPhysiquephysique

Style

1 formula, image input

  • Fit Check

    Does the outfit fit, hold together, and look deliberate?

    Image inputStylefit-check

Text

4 formulas, text input

  • Bio Mog

    Does a profile bio give a stranger a reason to care in one read?

    Text inputbio-mog

  • Tweet Mog

    Would this single post stop the scroll and earn the repost?

    Text inputtweet-mog

  • Resume Mog

    Would a hiring manager stop skimming and book the interview?

    Text inputresume-mog

  • Codebase Mog

    Would a senior engineer read this code and merge it as is?

    Text inputcodebase-mog