Tomorrow’s outfit

How this learns

Accepting plans this look once; it does not mark it worn. Mark actual wears in the calendar. Rejecting a look changes only that look’s preference. Only explicit piece feedback changes that piece’s preference. Learning is specific to the inferred occasion, temperature band and rain context.

Scores use actual worn and planned calendar entries separately, whole-look and piece repeats, and known labels. Imported wear counts are a bounded cold-start hint, not a dated wear history. Unknown numeric source codes are never translated. Formality, warmth and rain readiness are heuristics; confirm event expectations and comfort.