unUI - AI design context for Agents
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Design context for coding agents
Help agents understand design
Turn real interface examples into compact design evidence agents can<br>use inside your project.
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From design samples to executable context
unUI skips generic handoffs and turns real interface patterns into<br>agent-readable design context.
01 Not a template shop<br>No finished pages to buy, paste, or force into the current project.
Design evidence
Real samples become layout hierarchy, spacing rhythm, color tone, and reusable interface patterns.<br>Turns “make it look like this” into references agents can cite.
samples structure rhythm
02 Not a component factory<br>No preset component system, and no new UI stack for the project to obey.
Project-aware context
Codebase tokens, component habits, naming, and constraints are organized before implementation.<br>Keeps agent decisions close to the files already being edited.
context tokens constraints
03 Not a static handoff<br>No static screenshots or mockups that leave implementation choices for later.
Implementation signal
Component composition, responsive behavior, and style boundaries are compressed for the current agent task.<br>Puts visual judgment into CLI-readable context so agents can execute it.
cli local flow code aware
Controlled comparison<br>Same page intent. Two independent outputs.<br>unUI keeps every page grounded in a consistent, restrained design language—so attention stays on what matters, not arbitrary visual invention.
Goals Domains Authorization Mempool API usage Changelog
Shared task<br>Track quarterly team goals, overall progress, product owners, and nested key results from one view.
same page intent independent runs inspectable HTML 1440 × 960
Baseline With unUI<br>Baseline<br>Without unUI With unUI<br>Design evidence enabled
Compare 01 summary hierarchy 02 progress tracking 03 subgoal states<br>Open baseline HTML Open unUI HTML
Shared task<br>Manage verified and pending domains, SSL state, DNS records, and verification actions in one focused panel.
same page intent independent runs inspectable HTML 1440 × 960
Baseline With unUI<br>Baseline<br>Without unUI With unUI<br>Design evidence enabled
Compare 01 status hierarchy 02 DNS scan path 03 action priority<br>Open baseline HTML Open unUI HTML
Shared task<br>Authorize Atlas CLI for this Mac with three explicit permissions and a 30-day duration.
same page intent independent runs inspectable HTML 1440 × 960
Baseline With unUI<br>Baseline<br>Without unUI With unUI<br>Design evidence enabled
Compare 01 trust cues 02 scope clarity 03 decision focus<br>Open baseline HTML Open unUI HTML
Shared task<br>Monitor Ethereum mempool health, fee pressure, and newly observed pending transactions.
same page intent independent runs inspectable HTML 1440 × 960
Baseline With unUI<br>Baseline<br>Without unUI With unUI<br>Design evidence enabled
Compare 01 fee pressure 02 transaction scan 03 pending state<br>Open baseline HTML Open unUI HTML
Shared task<br>Monitor monthly request quota, daily volume, endpoint consumption, and utilization from one dashboard.
same page intent independent runs inspectable HTML 1440 × 960
Baseline With unUI<br>Baseline<br>Without unUI With unUI<br>Design evidence enabled<br>V1
V2
Compare 01 quota headroom 02 endpoint comparison 03 trend context<br>Open baseline HTML Open unUI V1 HTML Open unUI V2 HTML
Shared task<br>Present product releases with clear version and date hierarchy, concise narratives, and scannable change details.
same page intent independent runs inspectable HTML 1440 × 960
Baseline With unUI<br>Baseline<br>Without unUI With unUI<br>Design evidence enabled
Compare 01 release hierarchy 02 change scan 03 chronology<br>Open baseline HTML Open unUI HTML
Workflow
One request, executable style evidence
When adding a page, unUI first turns evidence from similar interfaces<br>into compact context, then hands it to your local agent to implement<br>inside the current project.
input<br>request
retrieval<br>8 refs
context<br>24 tokens
output<br>ready
01 Describe the page you need<br>received<br>Tell your agent the page type, product tone, and constraints, such as pricing, settings, or dashboard.
02 Retrieve similar design evidence<br>retrieving<br>unUI extracts structure, spacing, color, and component habits from real pages and open-source UI fragments.
03 Generate shippable UI<br>ready<br>Your agent reads the Evidence Pack and turns style evidence into an implementation inside your project.
See how it works
CLI Evidence Pack
A compressed Evidence Pack for any coding agent
live
references
tokens<br>24
mode<br>CLI
"category": "pricing",<br>"references": 8,<br>"evidence": {<br>"layout": ["max-w-6xl", "grid", "gap-3"],<br>"radius": ["rounded-[10px]", "rounded-[18px]"],<br>"tone": "quiet, dense, product-focused"<br>} layout spacing radius tone
Showcase
Calibrate style judgment with real projects
These projects act as unUI style-sample entry points: study the<br>interface, information architecture, and how engineering products<br>explain themselves.
Showcase your...