02 · The user problem¶
The app responds to a 15-minute closet decision; this chapter explains why that decision is the design constraint everything else follows.
The fifteen-minute closet¶
Most people spend somewhere around fifteen minutes every morning standing in front of their closet. The decision is small, the friction is significant: the user juggles four streams of context at once —
- What's on the calendar today? A client meeting reads differently than a gym session.
- What's the weather? Step outside underdressed and the whole day reads wrong.
- What's in the closet, and what fits the occasion? Half the items don't suit today, half are in the laundry.
- What flatters me? Color, fit, body shape, modesty preferences, comfort.
A prompt-and-response surface can answer one of these at a time. A human stylist can hold all four at once but isn't in the user's closet every morning. A structured agent that reasons through all four is the missing thing.
The cost of the decision¶
| Cost | Manual planning | Wearly |
|---|---|---|
| Time per outfit | ~15 minutes | ~3 seconds |
| Weather check | Often forgotten | Automatic |
| Calendar awareness | Manual lookup | Automatic |
| Color coordination | Guesswork | 0–100 score with per-item flags |
| Reasoning | Invisible (gut feel) | A numbered trail you can read |
| Confidence | Low–medium | High (the agent can defend every choice) |
| Reusability | Re-done from scratch every morning | The closet learns over time |
The user's mental moments¶
Three moments shape the design:
- "I have ninety seconds before I need to leave." The home must produce a recommendation in one tap.
- "I don't like this — but I can't articulate why." Reject with a reason. The agent re-runs and explains the swap.
- "Does this work today?" Color score, weather note, and occasion match — visible at a glance.
The product solves these moments. Everything else is decoration.
Out of scope¶
Wearly does not try to solve:
- the user's body image — the language stays body-positive and never recommends "hiding" or "fixing" a feature;
- the user's self-expression journey — it surfaces preferences they've already declared, not a personality test;
- the user's budget optimization — shopping suggestions exist only when there's a genuine gap.
The problem space is bounded on purpose. Within those bounds, the product is meant to feel inevitable.
Key terms¶
- Calendar context — upcoming events read at Step 1 to determine occasion (glossary).
- Weather context — live Open-Meteo data with seasonal fallback, drives layering and season tags (glossary).
- Occasion tag — one of five canonical labels (work, gym, dinner, formal, casual) every event maps to (glossary).
Self-check¶
- (Remember) What are the four converging pressures the 15-minute closet decision puts on a person?
- (Understand) Why is the 15-minute window itself a design constraint, not just a complaint?
- (Apply) Imagine a user with a 7am gym session and an 11am offsite interview. Which two context sources does Wearly read first, and in what order?
Definitions live in the Glossary. Self-check questions follow Bloom's taxonomy progression (Remember → Understand → Apply → Analyze).