SAMSUNG · KCLAW — JULY 2026

KClaw
Agent Home

A home screen where KClaw's work shows up.
HOW IT WORKS

The agent loop: wake, curate, show, learn.

▶ ▶ ▶ ▶
what matters to you

1Wake

A trigger wakes the agent — today: nightly consolidation.

2Curate

It picks what needs you.

3Show

Bubbles on the home screen: ● working  ▲ needs you  ✓ done

4Learn

Every response improves the next pass.

Agent orchestration underneath — sources in from any device · work dispatched to the right agent or model
TODAY'S DEMO

What you'll see

1
Nightly consolidation
KClaw reviews your sources and figures out what matters for tomorrow.
MessagesMailCalendarNotificationsUsage
2
The next day
Curated content, your goals — and goals it recommends.
tasks in orderthe call you promiseda flight worth booking now
3
Tap
A page built for that exact thing.

Nightly alone isn't enough

It can't catch things that happen during the day — the proactive agent needs more trigger points.

every notification → a round of reasoning network changes — like joining corporate Wi-Fi smart cron jobs
GENERATED UI

Generated UI is only as good as its design system

When Galaxy renders agent-built UI, the phone stops depending on what apps support — every screen can be personal. The design system keeps it good; every working GenUI product ships one (Lovable, Wabi, v0).
Same content — model alone
FOXGLOVE & FERN!!!
Hi! Your covers for July 1-22 are 3,576 which is +8.2% versus June (3,305, so +271 covers). Saturday reached 286 which is 1.5x your weekday average! Also your linen back-order FRK-4471-072 from Fernrock was ordered Jul 20, shipped Jul 21 and is now out for delivery with an ETA of today. There are also 4 items on your 86 board: send Monday orders (produce + dairy + coffee) by 4:00pm, cover Saturday 10:30-13:00...
⚠ 2 tasks are due RIGHT NOW!!
SEND MONDAY ORDERS NOW click here to view your 86 board more options
With the design system

Design guidance

layout, tone, density

UI library

READ · LIST · MAP · DECIDE · SET · LIVE · COMPOSE

Templates & reference pages

finished examples it builds from

FOCUS

Between now and September

Now

Build the demo with the XR UX team

one demo, at the fidelity of their mockups

Merge into the CEC demo scenarios

add synthetic data and more triggers

Improve the experience

design guidance, UI library, templates

Later
GenUI agent in its own cloud environment — stable setup, design skills, more resources
KClaw ↔ GenUI agent-to-agent handoff

Evals & the eval dataset

Wake — does it trigger at the right moment?
Curate — does it pick genuinely useful information?
Learn — does it improve over time?
GenUI — is the UI good on every dimension: aesthetics, usability, bug-free?

Passion is the biggest moat.

No one assigned this — we're building it because we're excited about it.
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