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01 · Product vision

The app is the styling agent in motion; this chapter explains what it is, who it serves, and what it deliberately isn't.

What Wearly is

Wearly is a mobile-first personal styling agent. It picks complete outfits using the user's real calendar, the day's weather, their actual wardrobe, and their personal style profile — and it explains every choice it makes.

The user-facing brand is Wearly. The internal description is "an agentic, evidence-informed styling system."

Who it's for

The initial target user is women with busy schedules who need fast, context-aware outfit decisions for work, school, errands, travel, social events, and formal occasions.

Future versions extend to: - men, - children, - family workflows including parent-managed child wardrobes.

What it isn't

Wearly is deliberately not:

  • a prompt-and-response surface — every recommendation is structured by data and explained by a visible reasoning trail;
  • a shopping app wearing a "styling" hat — shopping appears only when a wardrobe gap is detected;
  • a photo-feed inspiration app — there are no influencer outfits, no infinite scroll;
  • an AI fashion oracle that claims one correct answer — outfit choices are inherently personal, and the system says so.

The promise

Outfit decisions in three seconds — reasoned through your calendar, the weather, and your real closet.

That promise governs every design decision in the app: every screen must move the user toward that three-second outcome, or it doesn't belong.

Where to verify

  • The product brief: Wearly_Product_Brief.md.
  • The course context that frames the academic project: Wearly_References_and_Course_Context.md.
  • The architecture snapshot: docs/architecture.md.
  • The product in motion: streamlit run app.py.

Key terms

  • Agent — a system that reads context first and recommends with a visible reasoning trail (glossary).
  • Body-positive language contract — the runtime + documentation rule that forbids corrective vocabulary (glossary).
  • Honesty contract — the four rules that govern every claim Wearly makes (glossary).

Self-check

  1. (Remember) Name the four rules of Wearly's honesty contract.
  2. (Understand) Which agentic properties does Wearly assert in its product vision, and how does each one show up at runtime?
  3. (Apply) Pick one item on the agentic list and identify the screen in the running app where it shows up.

Definitions live in the Glossary. Self-check questions follow Bloom's taxonomy progression (Remember → Understand → Apply → Analyze).