Kombin.dev

A personal wardrobe system that builds and evaluates outfits from the clothes already there, without reducing the decision to a single score.

2026·Wardrobe and outfit system·private build

Created by Project updated Page reviewed

Choosing what to wear feels intuitive, but a wardrobe still contains structure: colors that interact, silhouettes that shift proportion, materials that behave differently through the day, and pieces that quietly fall into repetition.

Kombin.dev works only with the clothes already in the wardrobe. It builds and compares possible outfits, then reads each one across four separate dimensions: technical harmony, real-life practicality, contextual fit, and the impression it creates from the outside.

The central distinction is between what belongs to the outfit and what belongs to the day. Color, silhouette, and seasonal construction form the technical reading; weather, comfort, context, repeat history, and carrying needs refine the recommendation without rewriting that foundation.

The system can suggest and explain, but it cannot invent a missing piece or collapse taste into one final verdict. The trade-offs become visible; the choice remains personal.

how it works

  • Candidate outfits are assembled only from items already recorded in the wardrobe.
  • Each combination keeps technical harmony, daily practicality, contextual fit, and perceived impact as separate readings rather than collapsing them into one verdict.
  • Weather, the day’s context, and recent outfit history refine the recommendation, while saved outfits retain their pieces, reasoning, scores, and styling notes.

official sources

  • wardrobe
  • outfit planning
  • analysis