WEARABLE AGENT · BUILD 0.2

Life,
understood
in motion.

A consent-first agent for smart glasses that understands meals, movement, commitments, and surroundings—then proposes one useful next step.

04working moments
03API surfaces
04/04safety tests
M400native target
SYSTEM ONLINELOCAL-FIRST PIPELINE
meal · 82%
620–760 kcal
portion · regular

NOW INTERPRETING

LunchBibimbap and miso soup detected. Estimated 620–760 kcal.

01 OPERABLE PROTOTYPE

One day. Four moments.
Every action is yours.

VUZIX M40012:38:24 KST
meal · 82%
620–760 kcal
portion · regular
VISIONINBODYRUN PROFILE

MEAL MOMENT

82% visual confidence

Lunch understood.Your plan stays flexible.

Bibimbap and miso soup detected. Estimated 620–760 kcal.

WHY NOW

Your authorized profile is 74.2 kg with 21.8% body fat. At your saved easy-run pace, this is roughly 14–18 optional minutes beyond today’s plan—an energy comparison, never a punishment.

690estimated kcal midpoint
System ready · choose a moment or run the day

02 PERSONAL HEALTH CONTEXT

Not just “what is this?”
What does it mean for me?

LifeLens combines a visual estimate with the health data you explicitly allow. It gives ranges, shows its reasoning, and keeps the final choice with you.

Lifestyle estimate · not medical advice · never used to shame or diagnose
AUTHORIZED PROFILEINBODY · AUG 14
74.2kg

21.8%body fat

31.6 kgskeletal muscle

2× wkeasy runs

TODAY’S ENERGY VIEWRANGE, NOT VERDICT
Lunch estimate620–760 kcal

Keep today’s plan30 min easy run

If you want extra room+14–18 min optional

03 THE WORKING SYSTEM

Beyond the interface.

A native glasses client, a typed agent service, and a consent gate that refuses unconfirmed actions.

01 · SENSEVuzix / Ray-Ban

Camera, temporary voice, motion and user-enabled context.

ANDROID CAMERA2
02 · MINIMIZEMoment adapter

Raw frames become a small structured event, then disappear.

PYDANTIC CONTRACT
03 · REASONStrands + Bedrock

One explainable proposal is created under strict safety rules.

AGENT SERVICE
04 · CONFIRMHuman approval

Only the exact approved action can create a structured receipt.

CONSENT GATE
RUNNABLE

Native Vuzix prototype

Live Camera2 preview, speech input, D-pad moment controls and center-button confirmation for M400/M4000.

com.kanghoun.lifelens.vuzix
TESTED

Agent API

Analyze a minimized wearable moment, produce a proposal, and commit only after explicit confirmation.

POST /v1/moments/analyze
GUARDED

Safety contract

Raw media is rejected, unconfirmed actions are blocked, and stored records contain structured fields only.

4 deterministic safety tests

04 MEMORY WITH BOUNDARIES

It remembers what helps.
Not your whole life.

Every retained item is inspectable and removable. Delete one below—the interface behaves like the intended product, while this public demo saves nothing remotely.

COMMITMENT · EXPIRES FRI

Send revised slides to Mina

PREFERENCE · LEARNED FROM 4 APPROVALS

Short walks work better after dinner

HEALTH NOTE · USER CONFIRMED

Use calorie ranges, never a single verdict

OPEN PROTOTYPE

An agent that looks out
for you—not over you.

Try the live day ↗Inspect the code ↗