m558 · design.x1000.ai · LIGHT HOPE Ecosystem
AI Design
Personality OS
DESIGN.md + Persona + Prompt = Coherent AI-Generated UI. Stop fighting visual drift. Give every agent the same design brain.
The Problem
AI generates fast.
It forgets your design.
The Solution
A reusable design brain
every agent can read
Four layers that work together: design rules, emotional tone, execution instructions, and page templates.
DESIGN.md — Source of Truth
Every product domain gets a structured markdown file defining colors, typography, spacing, and rules. Agents read it before they write a single line.
Persona — Emotional Control
Choose the emotional register: Apple Minimal, Airbnb Warm, Spotify Energy, or SpaceX Future. The persona overlays intent onto the design system.
Prompt — Execution Protocol
Structured prompts for Claude Code, Cursor, and Stitch. Tell the agent exactly what to read, what to produce, and what success looks like.
Demo Brief — Generation Template
Pre-written page briefs for common use cases. Pick a brief, pick a persona, run the prompt. Consistent output in minutes.
Live from the Pipeline
Not theory. Measured.
Every claim on this site is validated by an automated audit run against production ecosystem URLs. Scores come from m495 l3_design/style_consistency_checker.
Ecosystem mean
consistency score across 26 audited projects
Passing (≥ 75)
3 projects score a perfect 100
Practice rounds
m510 · m511 · x1000 · m548 · m554
Integration modes
A greenfield · B brand · C latent · D headless
Standard
V5.6 Industrial Pipeline
Mode A/B/C/D · 100-point score rubric · no-emoji-in-nav
Automation skills (m495)
4 shipped
brand_reader · design_md_generator · persona_switcher · style_consistency_checker
Antenna → skill pipeline
m8100 · 6 specs queued
motion · contrast · dark mode · hero composition · micro-interactions · editorial typography
Design Personas
Four emotional registers.
One coherent system.
Each persona is a complete aesthetic direction. Pick one. Every agent in the ecosystem applies the same lens.
Apple Minimal
Quiet Confidence · Precision · Space
Premium restraint
Airbnb Warm
Human · Inviting · Community
Warmth and belonging. Feels like a conversation, not a pitch. The user feels seen and welcomed.
Spotify Energy
Bold · Dynamic · Cultural Force
Kinetic, expressive energy. The design moves. Colors pop. It feels like something is happening right now.
SpaceX Future
Engineered · Cinematic · Mission-Driven
Technical credibility meets cinematic scale. The mission is real. The stakes are high. The design reflects that weight.
How It Works
Five steps to coherent output
Choose Domain
Select lighthope, x1000, or math DESIGN.md for your product domain.
Select Persona
Pick the emotional tone: Minimal / Warm / Energy / Future.
Pick a Brief
Use a demo brief or write your own page generation brief.
Run the Prompt
Execute with Claude Code using the m558 execution prompt.
Review & Ship
Verify ecosystem coherence. Adjust. Deploy.
Served Projects
One design brain.
Eight products.
m510
Lighthouse Math
AI-powered math tutoring for K-12
m511
ClearCancer Circle
Cancer research collaboration platform
m548
Tax Platform
Bilingual tax management system
m554
TruthAnchor
Tumor truth anchoring platform
m495
Skills Market
AI skills marketplace with 135+ capabilities
m552
EduMap
Math education intelligence database
m506
Nicole Kwan Mortgage
Bilingual mortgage advisory site
m556
Memory Bridge
MCP ecosystem memory layer
Get Started
Stop redesigning from scratch.
Start from a system.
Pick a DESIGN.md. Pick a Persona. Run the prompt. Ship coherent UI in minutes, not hours.