Aesthetic DNA

1. Identify dominant visual elements
2. Extract color palette (5-7 colors with roles)
3. Analyze typography present (or implied style)
4. Map spatial relationships
5. Note texture/depth techniques
6. Capture emotional response
7. Encode into DNA profile

1. Capture overall first impression
2. Analyze CSS custom properties if accessible
3. Document component patterns
4. Note animation/interaction style
5. Extract responsive philosophy
6. Encode into DNA profile

1. Gather reference materials
2. Identify core brand values
3. Translate values to visual attributes
4. Map emotional positioning
5. Encode into DNA profile

name: "Profile Name"
source: "What this was extracted from"
extracted: "2026-01-31"

chromatic:
  primary: "#hexcode"
  accents: ["#hex1", "#hex2"]
  temperature: 0.7  # 0=cold, 1=warm
  saturation: 0.5   # 0=muted, 1=vivid
  mode: "dark"      # dark/light/mixed

typography:
  voice: "technical"
  primary_family: "Mono geometric"
  secondary_family: "Humanist sans"
  weight_range: [400, 700]
  letter_spacing: "tight"

spatial:
  density: 0.4      # 0=minimal, 1=maximal
  grid: "asymmetric"
  whitespace: "generous"

shape:
  edges: "sharp"
  geometry: ["rectangles", "lines"]
  containers: "borderless"

texture:
  surface: "smooth"
  depth: "layered"
  material: "digital"

motion:
  energy: 0.3
  easing: "smooth"
  philosophy: "subtle"

emotion:
  primary: "focused"
  tension: 0.4
  era: "contemporary"
  influences: ["swiss", "brutalist"]

hierarchy:
  method: "size+color"
  density: "scannable"

/dna extract <source>

/dna apply <profile> to <new_creation>

/dna compare <source1> <source2>

/dna mutate <profile> [--warmer] [--darker] [--more-energy] [--shift-era:retro]

name: "Apple Minimal 2024"
source: "apple.com homepage"

chromatic:
  primary: "#000000"
  accents: ["#0071e3", "#ffffff"]
  temperature: 0.45
  saturation: 0.2
  mode: "light"

typography:
  voice: "elegant-confident"
  primary_family: "SF Pro Display"
  secondary_family: "SF Pro Text"
  weight_range: [400, 600]
  letter_spacing: "normal"

spatial:
  density: 0.15
  grid: "centered"
  whitespace: "extreme"

shape:
  edges: "rounded-soft"
  geometry: ["rectangles", "circles"]
  containers: "floating"

texture:
  surface: "smooth"
  depth: "subtle-shadow"
  material: "glass"

motion:
  energy: 0.4
  easing: "smooth-decelerate"
  philosophy: "purposeful"

emotion:
  primary: "premium-calm"
  tension: 0.2
  era: "contemporary"
  influences: ["swiss", "minimalism"]

hierarchy:
  method: "size+space"
  density: "ultra-scannable"

Similarity Score: 0.73 (73% aesthetic match)

Strand Breakdown:
  Chromatic:   0.85 ████████░░
  Typography:  0.60 ██████░░░░
  Spatial:     0.90 █████████░
  Shape:       0.75 ███████░░░
  Texture:     0.55 █████░░░░░
  Motion:      0.70 ███████░░░
  Emotion:     0.80 ████████░░
  Hierarchy:   0.68 ██████░░░░

┌─────────────────────────────┐
│  ◆◇◇◆◆◇◆◇  Chromatic        │
│  ▓▒░▒▓▓▒▓  Typography       │
│  ░░▒░░░▒░  Spatial          │
│  ▲△▲▲△△▲▲  Shape            │
│  ···:···:  Texture          │
│  ∿∿∼∿∿∼∿∿  Motion           │
│  ♡♡◇♡♡◇♡♡  Emotion          │
│  ▌▌│▌▌│▌▌  Hierarchy        │
└─────────────────────────────┘

:root {
  /* Chromatic DNA */
  --dna-primary: #000000;
  --dna-accent-1: #0071e3;
  --dna-accent-2: #ffffff;
  --dna-temperature: 0.45;
  --dna-saturation: 0.2;

  /* Spatial DNA */
  --dna-density: 0.15;
  --dna-whitespace: clamp(2rem, 8vw, 8rem);

  /* Motion DNA */
  --dna-duration: 300ms;
  --dna-easing: cubic-bezier(0.25, 0.1, 0.25, 1);

  /* Typography DNA */
  --dna-font-primary: 'SF Pro Display', system-ui;
  --dna-font-secondary: 'SF Pro Text', system-ui;
  --dna-weight-normal: 400;
  --dna-weight-bold: 600;
}

// tailwind.config.js from DNA profile
module.exports = {
  theme: {
    extend: {
      colors: {
        dna: {
          primary: '#000000',
          accent: '#0071e3',
          surface: '#ffffff',
        }
      },
      fontFamily: {
        display: ['SF Pro Display', 'system-ui'],
        body: ['SF Pro Text', 'system-ui'],
      },
      transitionTimingFunction: {
        dna: 'cubic-bezier(0.25, 0.1, 0.25, 1)',
      },
      spacing: {
        dna: 'clamp(2rem, 8vw, 8rem)',
      }
    }
  }
}

chromatic: {primary: "#000", accents: ["#fff"], saturation: 0}
typography: {voice: "raw", weight_range: [400, 900]}
spatial: {density: 0.7, grid: "broken"}
shape: {edges: "sharp", containers: "thick-border"}
texture: {surface: "raw", material: "concrete"}
motion: {energy: 0.1, philosophy: "none"}
emotion: {primary: "confrontational", influences: ["brutalism"]}

chromatic: {primary: "#fff8", accents: ["#0af"], mode: "mixed"}
texture: {depth: "glassmorphic", surface: "blur"}
shape: {edges: "super-rounded", containers: "floating"}
motion: {energy: 0.5, easing: "bouncy"}
emotion: {primary: "premium-light", era: "futuristic"}

chromatic: {accents: ["#ff6b35", "#f7c59f", "#2ec4b6"], saturation: 0.8}
typography: {voice: "playful", letterform: "display-geometric"}
texture: {pattern: "geometric", material: "paper"}
motion: {energy: 0.7, philosophy: "playful"}
emotion: {era: "retro", influences: ["bauhaus", "memphis"]}

chromatic: {primary: "#0f0", accents: ["#0a0"], mode: "dark"}
typography: {letterform: "mono", voice: "technical"}
spatial: {density: 0.6, grid: "strict"}
texture: {surface: "scanlines", material: "crt"}
motion: {energy: 0.2, philosophy: "glitch"}
emotion: {primary: "hacker", era: "retro-futuristic"}

name: "Project X Interface"
lineage:
  parents:
    - source: "Apple Minimal 2024"
      contribution: 0.6
      strands: [chromatic, spatial, hierarchy]
    - source: "Stripe Dashboard"
      contribution: 0.4
      strands: [typography, motion]
  mutations:
    - strand: "chromatic"
      change: "temperature +0.2"
      reason: "warmer brand personality"
  generation: 2
  created: "2026-01-31"

/dna codegen <profile> [--css | --tailwind | --both]

/dna preset <name> [--mutate ...]

/dna score <profile1> <profile2>

/dna fingerprint <profile>

/dna lineage <profile>

1. Analyze image with vision model
2. Identify:
   - Dominant colors (hex values, roles)
   - Typography style (even if not readable)
   - Layout structure and spacing
   - Shape language and edges
   - Texture and depth effects
   - Implied motion/energy
   - Emotional resonance
3. Encode into DNA profile
4. Optionally store in DNA library

[home-path]
├── extracted/          # From real sources
│   ├── apple-2024.yaml
│   └── stripe-dashboard.yaml
├── created/            # Custom profiles
│   └── my-brand.yaml
├── presets/            # Built-in presets
│   ├── brutalist.yaml
│   └── glass.yaml
└── index.json          # Searchable index

# Save DNA to library
/dna save <profile-name> [--category extracted|created]

# List library
/dna library [--search <query>]

# Load from library
/dna load <profile-name>

# Delete from library
/dna delete <profile-name>

# Export library
/dna export [--format json|yaml|zip]

{
  "profiles": [
    {
      "name": "apple-2024",
      "category": "extracted",
      "source": "apple.com homepage",
      "extracted": "2026-01-31",
      "tags": ["minimal", "premium", "tech"],
      "primaryEmotion": "calm-confidence",
      "era": "contemporary"
    }
  ]
}

accessibility:
  contrast:
    primary_on_bg: 21:1     # AAA pass
    accent_on_bg: 4.8:1     # AA pass
    text_on_primary: 12:1   # AAA pass
  status: "AA_PASS"
  warnings:
    - "Accent color fails AAA for small text"
  suggestions:
    - "Darken accent to #0060b8 for AAA compliance"

/dna validate <profile> [--fix]

/dna simulate <profile> [--protanopia | --deuteranopia | --tritanopia]

responsive:
  mobile:
    spatial:
      density: "+0.1"        # Slightly denser on mobile
      whitespace: "reduced"
    typography:
      scale_ratio: 1.15      # Tighter type scale
    motion:
      energy: "-0.2"         # Less motion (battery/distraction)

  tablet:
    spatial:
      density: "base"
      grid: "2-column"

  desktop:
    spatial:
      density: "-0.1"        # More breathing room
      whitespace: "generous"
    typography:
      scale_ratio: 1.25
    motion:
      energy: "base"

context:
  time_of_day:
    night:
      chromatic:
        mode: "dark"
        saturation: "-0.1"
      motion:
        energy: "-0.2"

  reduced_motion:
    motion:
      energy: 0
      philosophy: "none"

  high_contrast:
    chromatic:
      saturation: 1.0
    texture:
      depth: "flat"

/dna codegen <profile> --responsive

/dna system <profile> --output ./design-system/

design-system/
├── tokens/
│   ├── colors.json
│   ├── typography.json
│   ├── spacing.json
│   └── motion.json
├── css/
│   ├── variables.css
│   ├── utilities.css
│   └── components.css
├── figma/
│   └── tokens.json          # Figma Tokens format
├── tailwind.config.js
├── theme.ts                  # TypeScript theme object
└── README.md

components:
  button:
    primary:
      background: "var(--dna-accent-1)"
      color: "var(--dna-primary)"
      border_radius: "var(--dna-radius-md)"
      padding: "var(--dna-space-3) var(--dna-space-5)"
      transition: "all var(--dna-duration) var(--dna-easing)"
    hover:
      transform: "translateY(-1px)"
      box_shadow: "var(--dna-shadow-md)"

cultural:
  region: "japanese"
  influences:
    - "wabi-sabi"           # Imperfection beauty
    - "ma"                  # Negative space emphasis
    - "kanso"               # Simplicity
  reading_direction: "mixed" # LTR + vertical
  symbolism:
    - "nature motifs"
    - "seasonal references"
  formality: 0.7            # 0=casual, 1=formal

preset:cultural-japanese    # Wabi-sabi, ma, asymmetric balance
preset:cultural-swiss       # Grid precision, clean typography
preset:cultural-indian      # Rich color, ornamentation, pattern
preset:cultural-nordic      # Hygge, natural materials, light
preset:cultural-brutalist   # Raw, honest, confrontational

/dna translate <profile> --from japanese --to nordic

/dna diff <profile1> <profile2>

chromatic:
  primary:
-   #000000
+   #1a1a1a
  temperature:
-   0.45
+   0.60  (+0.15 warmer)

spatial:
  density:
    [unchanged: 0.15]

motion:
  energy:
-   0.4
+   0.7  (+0.3 more energetic)
  easing:
-   "smooth-decelerate"
+   "bouncy"

/dna batch extract ./references/*.png --output ./dna-profiles/
/dna batch compare ./dna-profiles/*.yaml --matrix
/dna batch mutate ./dna-profiles/*.yaml --warmer --output ./warm-variants/

              Apple   Stripe  Vercel  Linear
Apple         100%    72%     85%     68%
Stripe        72%     100%    78%     82%
Vercel        85%     78%     100%    74%
Linear        68%     82%     74%     100%

/dna interpolate <profile1> <profile2> --steps 5

interpolation:
  method: "linear"        # or "ease-in", "ease-out", "ease-in-out"
  strand_weights:
    chromatic: 1.0        # Full interpolation
    typography: 0.5       # Half-step (either A or B)
    motion: 1.0
    emotion: 0            # No interpolation (use source)

embedding:
  model: "dna-aesthetic-v1"
  dimensions: 512
  vector: [0.234, -0.567, 0.891, ...]  # Auto-generated
  clusters:
    - "minimalist-tech"
    - "premium-luxury"
  nearest_presets:
    - name: "apple-2024"
      distance: 0.12
    - name: "stripe-dashboard"
      distance: 0.28

# Generate embedding for a profile
/dna embed <profile>

# Semantic search across library
/dna search "warm, playful, vintage feel with modern typography"

# Find visually similar designs
/dna similar <profile> --limit 10

# Cluster all profiles
/dna cluster --algorithm kmeans --k 5

     Premium ◆
         │      ◆ Apple
         │    ◆ Stripe
    ─────┼─────────────── Playful
         │  ◆ Linear
         │ ◆ Notion
     Raw │
         ▼
         Brutalist ◆

# Generate image prompt from DNA
/dna prompt <profile> --for "hero section background"

# Output conditioning for different models
/dna prompt <profile> --model midjourney
/dna prompt <profile> --model dalle3
/dna prompt <profile> --model stable-diffusion

generative:
  midjourney:
    style_tokens:
      - "minimalist design"
      - "premium aesthetic"
      - "subtle shadows"
      - "clean typography"
    color_guidance: "--sref [generated palette reference]"
    aspect: "--ar 16:9"

  stable_diffusion:
    positive: "modern interface, soft gradients, premium feel,
               ${chromatic.primary} color scheme,
               ${shape.edges} edges, high-end design"
    negative: "cluttered, busy, low quality, amateur"
    cfg_scale: 7.5

  dalle3:
    natural_language: |
      A sleek, minimalist interface design with a ${chromatic.mode}
      color scheme. The primary color is ${chromatic.primary} with
      ${typography.voice} typography. The overall feeling is
      ${emotion.primary} with ${spatial.density > 0.5 ? 'dense' : 'spacious'}
      layout and ${texture.depth} depth effects.

# Audit assets against DNA
/dna audit <profile> --assets ./brand-assets/

# Output consistency report
/dna audit <profile> --url https://example.com --depth 3

audit:
  profile: "acme-brand-dna"
  timestamp: "2026-02-01T06:04:47Z"
  overall_score: 0.78  # 78% brand consistent

  assets_analyzed: 12

  strand_scores:
    chromatic: 0.92     # ████████▓░ Colors on-brand
    typography: 0.65    # ██████░░░░ Font inconsistencies
    spatial: 0.84       # ████████░░ Layout mostly consistent
    shape: 0.71         # ███████░░░ Some edge inconsistency
    motion: 0.88        # ████████▓░ Animations aligned

  violations:
    - asset: "banner-promo.png"
      strand: "chromatic"
      issue: "Uses #FF0000 not in brand palette"
      severity: "high"
      suggestion: "Replace with brand accent #E53935"

    - asset: "footer-section"
      strand: "typography"
      issue: "Using Arial instead of brand typeface"
      severity: "medium"
      suggestion: "Apply var(--dna-font-primary)"

  compliant_assets:
    - "header.png"
    - "cta-button.svg"
    - "logo-dark.svg"

# In HEARTBEAT.md or cron job
dna_monitor:
  profiles:
    - name: "main-brand"
      watch:
        - url: "https://company.com"
          frequency: "daily"
        - path: "./marketing-assets/"
          frequency: "on-change"
  alert_threshold: 0.70  # Alert if consistency drops below 70%

# Adapt for specific platforms
/dna adapt <profile> --platform ios
/dna adapt <profile> --platform android
/dna adapt <profile> --platform web

# Generate platform-specific design system
/dna system <profile> --platform all

platform_adaptation:
  ios:
    mapping:
      shape.edges:
        "sharp" → "rounded-subtle"     # iOS prefers rounded
        "rounded-soft" → "rounded-soft"
      typography.voice:
        "technical" → "sf-pro"          # Map to SF Pro
        "elegant" → "new-york"          # Map to New York
      motion.easing:
        "*" → "cubic-bezier(0.25, 0.46, 0.45, 0.94)"  # iOS spring
      spatial:
        safe_areas: true
        min_touch_target: "44pt"
    additions:
      blur_effects: true                 # iOS loves blur
      haptic_feedback: "light"

  android:
    mapping:
      shape.edges:
        "*" → "rounded-md"               # Material 3 rounded
      typography:
        force_roboto_fallback: true
      motion:
        duration_scale: 1.0              # Material motion
        emphasized_easing: true
    additions:
      ripple_effects: true
      elevation_system: true
      dynamic_color: true                # Material You

  web:
    mapping:
      # Keep most DNA as-is for web
      motion:
        respect_reduced_motion: true
    additions:
      focus_visible: true
      print_styles: true
      dark_mode_toggle: true

# iOS Swift output
/dna codegen <profile> --platform ios --format swift

// Generated: AcmeBrandTheme.swift
import SwiftUI

extension Color {
    static let dnaPrimary = Color(hex: "#000000")
    static let dnaAccent = Color(hex: "#0071E3")
}

extension Font {
    static let dnaHeadline = Font.system(.largeTitle, design: .default)
        .weight(.semibold)
    static let dnaBody = Font.system(.body, design: .default)
}

struct DNAButtonStyle: ButtonStyle {
    func makeBody(configuration: Configuration) -> some View {
        configuration.label
            .padding(.horizontal, 24)
            .padding(.vertical, 12)
            .background(Color.dnaAccent)
            .foregroundColor(.white)
            .cornerRadius(10)
            .scaleEffect(configuration.isPressed ? 0.98 : 1)
            .animation(.spring(response: 0.3), value: configuration.isPressed)
    }
}

# Create versioned snapshot
/dna version <profile> --tag "v2.0-rebrand"

# View version history
/dna history <profile>

# Diff between versions
/dna diff <profile>@v1.0 <profile>@v2.0

# Branch for experimentation
/dna branch <profile> --name "dark-mode-experiment"

# Merge changes
/dna merge <profile>/dark-mode-experiment --into <profile>/main

name: "acme-brand"
version_control:
  current_branch: "main"
  current_version: "2.1.0"

  branches:
    main:
      head: "abc123"
      tags:
        - version: "1.0.0"
          hash: "def456"
          date: "2024-01-15"
          note: "Initial brand DNA"
        - version: "2.0.0"
          hash: "ghi789"
          date: "2025-06-01"
          note: "Major rebrand - warmer palette"
        - version: "2.1.0"
          hash: "abc123"
          date: "2026-02-01"
          note: "Typography refinement"

    dark-mode-experiment:
      head: "xyz999"
      parent: "abc123"
      status: "active"

  history:
    - hash: "abc123"
      parent: "ghi789"
      date: "2026-02-01T06:00:00Z"
      author: "clawd"
      message: "Adjust typography weight range"
      diff:
        typography.weight_range: [400, 700] → [300, 600]

# Watch a Figma file for changes (requires Figma plugin)
/dna stream --figma <file-id>

# Watch local folder for new assets
/dna stream --watch ./designs/ --output ./dna-profiles/

# Live comparison against target DNA
/dna stream --watch ./designs/ --compare <target-profile> --alert-drift 0.2

stream:
  mode: "figma"
  target: "file-id-12345"

  events:
    - timestamp: "2026-02-01T06:04:47Z"
      type: "color_change"
      element: "Primary Button"
      before: "#0071E3"
      after: "#0066CC"
      drift: 0.02  # Minimal drift

    - timestamp: "2026-02-01T06:04:52Z"
      type: "typography_change"
      element: "Heading 1"
      before: {family: "SF Pro", weight: 600}
      after: {family: "Inter", weight: 700}
      drift: 0.15  # Notable drift
      alert: "⚠️ Typeface changed - 15% drift from brand DNA"

audio_dna:
  voice:
    timbre: "warm"           # Warm/Bright/Dark/Neutral
    pace: 0.6                # 0=slow, 1=fast
    formality: 0.8           # 0=casual, 1=formal

  sound_effects:
    character: "organic"     # Organic/Synthetic/Hybrid
    frequency_range: "mid"   # Low/Mid/High
    attack: "soft"           # Soft/Sharp

  music:
    energy: 0.4
    mood: "focused"
    genre_hints: ["ambient", "electronic"]

  haptics:
    intensity: "light"       # Light/Medium/Strong
    pattern: "subtle"        # Subtle/Rhythmic/Dynamic

interaction_dna:
  feedback_style: "immediate"  # Immediate/Delayed/Subtle
  gesture_vocabulary:
    - "tap"
    - "swipe"
    - "long-press"
  error_handling: "gentle"     # Gentle/Strict/Playful
  onboarding: "progressive"    # Progressive/Upfront/Minimal
  affordances: "subtle"        # Subtle/Obvious/Hidden

# Generate audio DNA from visual DNA
/dna synesthesia <visual-profile> --to audio

# Generate visual DNA from audio sample
/dna synesthesia --from-audio ./brand-jingle.mp3 --to visual

# Publish to ClawdHub
/dna publish <profile> --to clawdhub

# Browse trending profiles
/dna browse --trending

# Fork a public profile
/dna fork clawdhub://user/profile-name

# Remix multiple profiles
/dna remix clawdhub://apple-minimal clawdhub://stripe-modern --ratio 60:40

# Embeddings & Search
/dna embed <profile>
/dna search "<natural language query>"
/dna similar <profile>
/dna cluster

# Generative AI
/dna prompt <profile> [--for <context>] [--model <target>]

# Brand Auditing
/dna audit <profile> --assets <path|url>
/dna monitor <profile> --watch <target>

# Platform Adaptation
/dna adapt <profile> --platform <ios|android|web>
/dna codegen <profile> --platform <platform> --format <swift|kotlin|css>

# Version Control
/dna version <profile> --tag <tag>
/dna history <profile>
/dna branch <profile> --name <name>
/dna merge <source> --into <target>

# Real-Time
/dna stream --watch <source> [--compare <target>]

# Multi-Modal
/dna synesthesia <profile> --to <audio|visual|haptic>

# Marketplace
/dna publish <profile>
/dna browse
/dna fork <uri>
/dna remix <uri1> <uri2> --ratio <n:m>

# Extract DNA from CSS/SCSS codebase
/dna infer --source ./src/styles/ --format css

# Extract from Tailwind config
/dna infer --source ./tailwind.config.js

# Extract from React/Vue components
/dna infer --source ./src/components/ --framework react

# Extract from design tokens
/dna infer --source ./tokens.json --format style-dictionary

# Multi-source fusion
/dna infer --sources ./css,./components,./figma-export --fuse

inferred_dna:
  confidence: 0.84  # How certain we are about the extraction

  sources_analyzed:
    css_files: 47
    components: 23
    design_tokens: 156

  chromatic:
    primary: "#1a1a2e"
    confidence: 0.95
    sources:
      - "--color-primary: 45 occurrences"
      - "bg-primary class: 23 usages"
    variants_found:
      - "#1a1a2e"  # 89%
      - "#16162b"  # 11% (drift detected)

  typography:
    primary_family: "Inter"
    confidence: 0.91
    weight_distribution:
      400: 45%   # Body text
      500: 30%   # Emphasis
      600: 20%   # Headings
      700: 5%    # Strong emphasis
    inconsistencies:
      - "font-weight: bold used 3x (should use 600)"
      - "Arial fallback missing in 2 declarations"

  spatial:
    spacing_scale: [4, 8, 12, 16, 24, 32, 48, 64]
    confidence: 0.78
    grid_system: "12-column"
    breakpoints:
      sm: "640px"
      md: "768px"
      lg: "1024px"
      xl: "1280px"
    inconsistencies:
      - "13px spacing used 7x (not in scale)"
      - "margin: 30px violates 8px grid"

  design_debt:
    score: 0.72  # 72% adherent to own patterns
    violations: 34
    critical: 5
    suggestions:
      - "Consolidate 3 similar blues into single accent"
      - "Standardize border-radius (found: 4px, 6px, 8px)"

pattern_detection:
  component_architecture:
    style: "utility-first"      # utility-first/component-scoped/bem/css-in-js
    framework: "tailwind"
    version: "3.4"

  naming_conventions:
    colors: "semantic"          # semantic (primary/accent) vs literal (blue-500)
    spacing: "scale"            # scale (space-4) vs absolute (16px)
    components: "pascal-case"

  organization:
    layers: ["base", "components", "utilities"]
    file_structure: "feature-based"

  anti_patterns_detected:
    - pattern: "!important overuse"
      occurrences: 12
      severity: "medium"
    - pattern: "deeply nested selectors"
      occurrences: 8
      severity: "low"

# Analyze competitor landscape
/dna competitive --competitors "stripe.com,square.com,paypal.com" --you "yourcompany.com"

# Find differentiation opportunities
/dna differentiate <your-profile> --from <competitor-profiles>

# Track competitor evolution
/dna track-competitors --profiles ./competitors/ --alert-on-change

competitive_analysis:
  your_brand: "acme-fintech"
  analyzed: "2026-02-01"

  positioning_map:
    axes:
      x: "playful ← → serious"
      y: "traditional ← → innovative"
    positions:
      you: {x: 0.3, y: 0.7}      # Serious but innovative
      stripe: {x: 0.4, y: 0.8}   # Similar positioning
      square: {x: 0.5, y: 0.6}   # More playful
      paypal: {x: 0.2, y: 0.3}   # Serious, traditional

  visualization: |
    innovative
         ↑
         │     ◆ Stripe
         │   ◇ You
         │        ◆ Square
    ─────┼─────────────────→ playful
         │
         │  ◆ PayPal
         │
    traditional

  differentiation_opportunities:
    - strand: "motion"
      insight: "All competitors use subtle motion. Bold, playful animations could differentiate."
      risk: "medium"
      impact: "high"

    - strand: "typography"
      insight: "Market dominated by geometric sans-serifs. A distinctive serif could stand out."
      risk: "high"
      impact: "very-high"

    - strand: "chromatic"
      insight: "Blue saturation in 0.4-0.6 range. Going bolder (0.8+) or muted (0.2-) differentiates."
      risk: "low"
      impact: "medium"

  convergence_warning:
    - "Your motion profile is 92% similar to Stripe"
    - "Typography voice identical to 2 competitors"

  recommendations:
    short_term:
      - "Increase motion energy by 0.2 for differentiation"
      - "Add signature animation pattern competitors lack"
    long_term:
      - "Develop distinctive illustration style"
      - "Consider serif typography exploration"

# Create DNA variants for testing
/dna variants <profile> --strand chromatic --variations 3

# Register experiment
/dna experiment create "cta-button-warmth" \
  --control <profile-cool> \
  --variants <profile-warm>,<profile-hot> \
  --metric "conversion_rate" \
  --min-sample 10000

# Connect to analytics
/dna experiment connect --provider posthog --api-key $KEY

# Get results
/dna experiment results "cta-button-warmth"

# Auto-apply winner
/dna experiment apply-winner "cta-button-warmth" --to <main-profile>

experiment:
  id: "cta-button-warmth"
  status: "running"
  created: "2026-01-15"

  hypothesis: "Warmer accent colors increase CTA conversion"

  variants:
    control:
      name: "cool-blue"
      dna_diff:
        chromatic.accent: "#0066CC"
        chromatic.temperature: 0.35
      traffic: 34%

    variant_a:
      name: "warm-blue"
      dna_diff:
        chromatic.accent: "#0077E6"
        chromatic.temperature: 0.50
      traffic: 33%

    variant_b:
      name: "warm-orange"
      dna_diff:
        chromatic.accent: "#FF6B35"
        chromatic.temperature: 0.85
      traffic: 33%

  metrics:
    primary: "conversion_rate"
    secondary: ["time_on_page", "bounce_rate", "scroll_depth"]

  guardrails:
    - metric: "bounce_rate"
      threshold: "+10%"
      action: "pause_variant"

  statistical_config:
    method: "bayesian"
    confidence_threshold: 0.95
    min_effect_size: 0.02  # 2% minimum detectable effect

  results:
    samples:
      control: 12847
      variant_a: 12651
      variant_b: 12903

    conversion_rate:
      control: 0.0342
      variant_a: 0.0389  # +13.7%
      variant_b: 0.0298  # -12.9%

    confidence:
      variant_a_beats_control: 0.97  # ✓ Winner
      variant_b_beats_control: 0.03

    recommendation: "Apply variant_a (warm-blue) to production"

  auto_actions:
    on_winner:
      - merge_to: "main-profile"
      - notify: ["slack:#design", "email:design-team"]
      - archive_experiment: true

multivariate:
  strands_tested:
    - chromatic.temperature: [0.3, 0.5, 0.7]
    - typography.weight_range: [[400,600], [400,700], [300,700]]
    - motion.energy: [0.2, 0.4, 0.6]

  combinations: 27  # 3 × 3 × 3
  traffic_per_variant: 3.7%

  interaction_effects:
    - strands: ["chromatic.temperature", "motion.energy"]
      effect: "synergistic"
      insight: "Warm colors + high motion = +23% engagement vs additive"

  optimal_combination:
    chromatic.temperature: 0.5
    typography.weight_range: [400, 700]
    motion.energy: 0.4
    lift: "+18.4%"

# Define personalization rules
/dna personalize <profile> --rules ./personalization.yaml

# Generate personalized CSS at runtime
/dna serve --profile <base> --personalize --endpoint /api/dna

# Analyze personalization impact
/dna personalize analytics

personalization:
  base_profile: "acme-brand"

  signals:
    explicit:
      - preference: "dark_mode"
        source: "user_setting"
      - preference: "reduced_motion"
        source: "system_setting"
      - preference: "high_contrast"
        source: "accessibility_setting"

    inferred:
      - signal: "device_capability"
        factors: ["gpu_tier", "connection_speed", "screen_size"]
      - signal: "engagement_pattern"
        factors: ["scroll_velocity", "dwell_time", "interaction_frequency"]
      - signal: "context"
        factors: ["time_of_day", "day_of_week", "season"]

  adaptations:
    dark_mode_preference:
      condition: "signals.dark_mode == true"
      mutations:
        chromatic.mode: "dark"
        chromatic.primary: "#E8E8E8"
        chromatic.accents: ["#60A5FA"]
        texture.depth: "layered"

    low_bandwidth:
      condition: "signals.connection_speed < 'fast'"
      mutations:
        motion.energy: 0
        texture.depth: "flat"
        spatial.density: "+0.1"
      asset_hints:
        images: "compressed"
        fonts: "system-fallback"

    power_user:
      condition: "signals.interaction_frequency > 0.8"
      mutations:
        spatial.density: "+0.15"        # More information density
        hierarchy.density: "dense"
        motion.philosophy: "minimal"    # Less animation, faster

    evening_browsing:
      condition: "signals.time_of_day in ['evening', 'night']"
      mutations:
        chromatic.temperature: "-0.1"   # Cooler
        chromatic.saturation: "-0.1"    # More muted
        texture.surface: "softer"

    seasonal:
      condition: "signals.season == 'winter' && brand.seasonal_themes"
      mutations:
        chromatic.accents: "seasonal_winter_palette"
        texture.pattern: "subtle-snow"

  fallback: "base_profile"

  privacy:
    data_retention: "session_only"
    explicit_consent_required: ["engagement_pattern"]
    gdpr_compliant: true

// Generated endpoint: /api/dna/personalized.css
// Request includes signals in headers/cookies

interface PersonalizedDNA {
  profile_id: string;
  base_version: string;
  adaptations_applied: string[];

  css_custom_properties: Record<string, string>;

  // Feature detection hints for client
  features: {
    motion_enabled: boolean;
    blur_effects: boolean;
    hd_images: boolean;
  };

  // Cache control
  cache_key: string;  // Hash of applied adaptations
  ttl: number;        // Seconds until revalidation
}

# Full codebase scan
/dna debt scan --profile <target> --source ./src/

# Watch mode for CI/CD
/dna debt watch --profile <target> --fail-threshold 0.15

# Generate debt report
/dna debt report --format html --output ./reports/design-debt.html

# Auto-fix simple violations
/dna debt fix --profile <target> --source ./src/ --dry-run

design_debt:
  scan_date: "2026-02-01"
  profile: "acme-brand"
  source: "./src/"

  summary:
    health_score: 0.76  # 76% adherent
    total_violations: 89
    critical: 8
    major: 23
    minor: 58

  trend:
    - date: "2026-01-01"
      score: 0.82
    - date: "2026-01-15"
      score: 0.79
    - date: "2026-02-01"
      score: 0.76
    direction: "declining"
    alert: "Design debt increasing - intervention recommended"

  violations_by_strand:
    chromatic:
      count: 24
      examples:
        - file: "src/components/Button.tsx"
          line: 45
          issue: "color: #0077E6 (expected: #0071E3)"
          severity: "minor"
          auto_fixable: true

    typography:
      count: 31
      examples:
        - file: "src/pages/Dashboard.tsx"
          line: 127
          issue: "font-weight: bold (expected: 600 or 700)"
          severity: "minor"
          auto_fixable: true
        - file: "src/components/Card.tsx"
          line: 88
          issue: "font-family: Arial (not in brand stack)"
          severity: "major"
          auto_fixable: true

    spatial:
      count: 18
      examples:
        - file: "src/components/Modal.tsx"
          line: 56
          issue: "padding: 15px (not in spacing scale)"
          severity: "minor"
          auto_fixable: true
          suggested_fix: "padding: 16px (--space-4)"

    motion:
      count: 16
      examples:
        - file: "src/components/Dropdown.tsx"
          line: 89
          issue: "transition: all 200ms ease"
          expected: "transition: all 300ms cubic-bezier(0.25, 0.1, 0.25, 1)"
          severity: "minor"
          auto_fixable: true

  hotspots:
    - file: "src/components/LegacyTable.tsx"
      violations: 14
      recommendation: "Prioritize refactoring this component"
    - file: "src/pages/OldDashboard.tsx"
      violations: 11
      recommendation: "Schedule for design system migration"

  auto_fix_summary:
    total_fixable: 67
    requires_review: 22
    command: "/dna debt fix --auto-approve"

  ci_integration:
    github_action: |
      - name: Design Debt Check
        run: npx @dna/cli debt scan --fail-threshold 0.70
    pre_commit_hook: |
      #!/bin/sh
      dna debt scan --staged-only --fail-threshold 0.80

# Synthesize DNA from brief
/dna synthesize --brief "Modern fintech app targeting millennials, trustworthy but not boring, mobile-first"

# Synthesize from mood board
/dna synthesize --mood-board ./inspiration/*.png --goals ./brief.md

# Iterative refinement
/dna refine <synthesized-profile> --feedback "too corporate, needs more personality"

# Goal-based optimization
/dna optimize <profile> --goal "increase_trust" --constraint "maintain_energy"

synthesis:
  input:
    brief: "Modern fintech app targeting Gen Z, trustworthy yet playful, mobile-first, dark mode primary"

    extracted_requirements:
      audience: "gen-z"
      industry: "fintech"
      tone: ["trustworthy", "playful"]
      platform: "mobile-first"
      mode: "dark"

    mood_board_analysis:
      images_processed: 12
      dominant_themes:
        - "vibrant gradients"
        - "rounded shapes"
        - "bold typography"
        - "playful illustrations"
      extracted_colors: ["#6366F1", "#EC4899", "#10B981"]

  reasoning:
    trust_signals:
      - "Blue-purple spectrum signals reliability (fintech standard)"
      - "Consistent spacing creates order → trust"
      - "Clear hierarchy reduces cognitive load"

    playfulness_signals:
      - "Vibrant accent colors add energy"
      - "Rounded shapes feel friendly"
      - "Bouncy animations create delight"
      - "Pink accent subverts stuffy finance tropes"

    gen_z_alignment:
      - "Dark mode default (78% Gen Z preference)"
      - "High saturation (generational preference for bold)"
      - "Motion-rich (attention patterns)"

  synthesized_profile:
    name: "gen-z-fintech-synthesis"
    confidence: 0.87

    chromatic:
      primary: "#0F0F1A"           # Deep dark
      secondary: "#1A1A2E"         # Elevated surfaces
      accents: ["#6366F1", "#EC4899", "#10B981"]  # Indigo, Pink, Emerald
      temperature: 0.45
      saturation: 0.75             # Bold but not garish
      mode: "dark"

    typography:
      voice: "confident-friendly"
      primary_family: "Plus Jakarta Sans"  # Modern, geometric, friendly
      secondary_family: "JetBrains Mono"   # Fintech credibility
      weight_range: [400, 700]
      letter_spacing: "tight"

    spatial:
      density: 0.35               # Breathable for mobile
      grid: "fluid"
      whitespace: "generous"
      touch_targets: "44px+"

    shape:
      edges: "rounded-generous"   # 12-16px radius
      geometry: ["rounded-rectangles", "pills"]
      containers: "floating"

    texture:
      surface: "smooth"
      depth: "layered-subtle"     # Cards floating on dark bg
      material: "glass-dark"      # Subtle glassmorphism

    motion:
      energy: 0.6                 # Playful
      easing: "bouncy"            # spring(1, 100, 10)
      philosophy: "delightful"

    emotion:
      primary: "trustworthy-playful"
      tension: 0.4
      era: "contemporary-forward"
      influences: ["neo-brutalism-lite", "glass", "gradient-mesh"]

  alternatives:
    - name: "more-corporate"
      diff: {motion.energy: 0.3, shape.edges: "rounded-subtle"}
      tradeoff: "More trust, less distinctiveness"

    - name: "more-playful"
      diff: {chromatic.saturation: 0.9, motion.energy: 0.8}
      tradeoff: "More memorable, might feel less serious"

  validation:
    accessibility: "AA_PASS"
    contrast_ratios: "all passing"
    motion_safe: "respects prefers-reduced-motion"

# Human feedback loop
/dna refine gen-z-fintech --feedback "love the colors, but typography feels too playful for money app"

# AI applies feedback
# Output:
refinement:
  feedback_understood: "Increase typography formality while preserving color playfulness"

  changes:
    typography.voice: "confident-friendly" → "confident-professional"
    typography.primary_family: "Plus Jakarta Sans" → "Inter"
    typography.weight_range: [400, 700] → [400, 600]

  preserved:
    chromatic: "unchanged"
    motion: "unchanged"
    shape: "unchanged"

  rationale: "Inter provides geometric clarity of Plus Jakarta but with more
              professional associations. Narrower weight range creates more
              disciplined hierarchy."

# base/_financial.yaml
name: "_financial"
type: "abstract"  # Cannot be used directly
inherits: null

chromatic:
  temperature: 0.4         # Cooler = trustworthy
  saturation: 0.3          # Muted = professional

typography:
  voice: "professional"

emotion:
  primary: "trustworthy"

# Required overrides (must be provided by inheritors)
required:
  - chromatic.primary
  - chromatic.accents

---
# brands/acme-bank.yaml
name: "acme-bank"
type: "concrete"
inherits: "_financial"

chromatic:
  primary: "#1E3A5F"       # Override required
  accents: ["#0EA5E9"]     # Override required
  # temperature and saturation inherited

typography:
  primary_family: "Söhne"  # Override
  # voice inherited

# All other strands inherited from _financial

---
# Mixins
mixins:
  _dark-mode:
    chromatic:
      mode: "dark"
      primary: "lighten(base.primary, 80%)"

  _high-energy:
    motion:
      energy: 0.7
      easing: "bouncy"

  _accessible-first:
    accessibility:
      min_contrast: "AAA"
      motion_safe: true
      forced_colors: true

---
# Composition
name: "acme-bank-dark"
inherits: "acme-bank"
mixins: ["_dark-mode", "_accessible-first"]

# Create inherited profile
/dna extend <parent-profile> --name <child-name>

# Apply mixin
/dna mixin <profile> --add <mixin-name>

# Show inheritance tree
/dna lineage <profile> --tree

# Resolve to flat profile (for code generation)
/dna resolve <profile> --output flat-profile.yaml

# Query examples
/dna ask "What makes our design feel premium?"
/dna ask "Why does competitor X feel more modern than us?"
/dna ask "How can we increase perceived trustworthiness?"
/dna ask "Which strand contributes most to our playful feeling?"

query: "What makes our design feel premium?"

analysis:
  profile_analyzed: "acme-brand"

  premium_signals_detected:
    strong:
      - strand: "spatial.whitespace"
        value: "generous"
        contribution: 0.25
        explanation: "Abundant whitespace signals luxury (space is expensive)"

      - strand: "typography.weight_range"
        value: [300, 500]
        contribution: 0.20
        explanation: "Light weights feel refined and elegant"

      - strand: "motion.easing"
        value: "smooth-decelerate"
        contribution: 0.15
        explanation: "Smooth, unhurried motion feels premium"

    moderate:
      - strand: "chromatic.saturation"
        value: 0.25
        contribution: 0.12
        explanation: "Muted colors feel sophisticated"

    weak:
      - strand: "texture.material"
        value: "paper"
        contribution: 0.05
        explanation: "Paper texture adds tactile quality but isn't strongly premium"

  premium_score: 0.77

  enhancement_suggestions:
    - "Increase whitespace by 15% → estimated +0.05 premium score"
    - "Add subtle micro-interactions → estimated +0.08 premium score"
    - "Consider serif accent typography → estimated +0.10 premium score"

---
query: "Why does competitor X feel more modern than us?"

comparison:
  you: "acme-brand"
  them: "competitor-x"

  modernity_gap: 0.23  # They score 23% more "modern"

  key_differences:
    - strand: "emotion.era"
      you: "contemporary"
      them: "futuristic"
      impact: "high"

    - strand: "shape.edges"
      you: "rounded-subtle"
      them: "sharp"
      impact: "medium"
      insight: "Sharp edges currently read as more cutting-edge"

    - strand: "chromatic.mode"
      you: "light"
      them: "dark"
      impact: "medium"
      insight: "Dark mode has stronger 'modern tech' associations in 2026"

    - strand: "texture.depth"
      you: "flat"
      them: "layered-3d"
      impact: "medium"
      insight: "Subtle 3D/depth effects trending as 'modern'"

  actionable:
    low_risk:
      - "Add dark mode option"
      - "Introduce subtle depth/layering"
    medium_risk:
      - "Sharpen edge radius slightly"
    high_risk:
      - "Full era shift to futuristic (may alienate existing users)"

# DNA Inference
/dna infer --source <path> [--format css|tailwind|tokens|react]
/dna infer --sources <paths> --fuse

# Competitive Analysis
/dna competitive --competitors <urls> --you <url>
/dna differentiate <profile> --from <competitors>
/dna track-competitors --profiles <dir> --alert-on-change

# A/B Testing
/dna variants <profile> --strand <name> --variations <n>
/dna experiment create <name> --control <p1> --variants <p2,p3>
/dna experiment results <name>
/dna experiment apply-winner <name>

# Personalization
/dna personalize <profile> --rules <config>
/dna serve --profile <base> --personalize

# Design Debt
/dna debt scan --profile <target> --source <path>
/dna debt watch --fail-threshold <n>
/dna debt fix --auto-approve [--dry-run]
/dna debt report

# AI Synthesis
/dna synthesize --brief "<text>"
/dna synthesize --mood-board <images> --goals <brief>
/dna refine <profile> --feedback "<text>"
/dna optimize <profile> --goal <target>

# Inheritance & Composition
/dna extend <parent> --name <child>
/dna mixin <profile> --add <mixin>
/dna resolve <profile> --output <flat.yaml>

# Semantic Queries
/dna ask "<natural language question>"

# Initialize governance for a profile
/dna govern init <profile> --org <org-name>

# Define roles and permissions
/dna govern roles create designer --permissions "strand:*:read,strand:chromatic:write"
/dna govern roles create developer --permissions "strand:*:read,codegen:*"
/dna govern roles create brand-owner --permissions "*"

# Assign team members
/dna govern assign @alice designer
/dna govern assign @bob developer
/dna govern assign @carol brand-owner

# Require approvals for changes
/dna govern policy strand:chromatic --require-approval 2 --approvers brand-owner
/dna govern policy strand:typography --require-approval 1

# View audit log
/dna govern audit --profile <profile> --since "7 days ago"

governance:
  org: "acme-corp"
  profile: "acme-brand-primary"

  roles:
    brand-owner:
      description: "Full control over brand DNA"
      permissions:
        - "*"

    lead-designer:
      description: "Can modify most strands, propose to protected"
      permissions:
        - "strand:*:read"
        - "strand:chromatic:write"
        - "strand:typography:write"
        - "strand:spatial:write"
        - "strand:shape:write"
        - "strand:motion:write"
        - "strand:texture:propose"  # Protected, needs approval
        - "codegen:*"
        - "export:*"

    designer:
      description: "Read all, write non-protected strands"
      permissions:
        - "strand:*:read"
        - "strand:motion:write"
        - "strand:spatial:write"
        - "codegen:css"
        - "export:tokens"

    developer:
      description: "Read and generate code"
      permissions:
        - "strand:*:read"
        - "codegen:*"
        - "export:*"
        - "debt:scan"

    viewer:
      description: "Read-only access"
      permissions:
        - "strand:*:read"
        - "export:readonly"

  protected_strands:
    chromatic.primary:
      reason: "Core brand color - requires brand owner approval"
      approvers: ["brand-owner"]
      min_approvals: 2

    typography.primary_family:
      reason: "Licensed typeface - legal review required"
      approvers: ["brand-owner", "legal"]
      min_approvals: 1

  policies:
    change_window:
      enabled: true
      allowed_hours: "09:00-17:00"
      allowed_days: ["mon", "tue", "wed", "thu", "fri"]
      timezone: "America/New_York"

    staging_required:
      enabled: true
      staging_duration: "24h"
      auto_promote: false

    rollback_retention:
      enabled: true
      keep_versions: 30
      auto_rollback_threshold: 0.15  # If debt increases >15%

  audit_log:
    retention: "1 year"
    destinations:
      - type: "local"
        path: "./audit/"
      - type: "s3"
        bucket: "acme-design-audit"
      - type: "webhook"
        url: "https://audit.acme.com/dna-events"

proposal:
  id: "prop_2026020112_chromatic"
  type: "strand_modification"
  status: "pending_approval"

  author: "@alice"
  created: "2026-02-01T12:00:00Z"

  profile: "acme-brand-primary"
  strand: "chromatic.primary"

  change:
    from: "#1E3A5F"
    to: "#1A365D"

  rationale: |
    Slightly darker primary improves contrast ratios on light backgrounds.
    Current: 4.2:1 (AA pass)
    Proposed: 4.8:1 (AA pass, closer to AAA)

  impact_analysis:
    affected_assets: 234
    contrast_improvement: "+14%"
    brand_recognition_risk: "minimal (ΔE < 3)"

  approvals:
    required: 2
    received:
      - approver: "@carol"
        decision: "approved"
        comment: "Good catch on contrast"
        timestamp: "2026-02-01T14:30:00Z"
    pending:
      - "@david"

  staging:
    deployed_to: "staging.acme.com"
    preview_url: "https://preview.dna.acme.com/prop_2026020112"

  automation:
    on_approval:
      - "deploy:staging"
      - "notify:slack:#design"
    on_merge:
      - "deploy:production"
      - "update:figma"
      - "regenerate:design-tokens"

# Translate DNA to different domains
/dna translate <profile> --to packaging
/dna translate <profile> --to interior
/dna translate <profile> --to fashion
/dna translate <profile> --to audio
/dna translate <profile> --to print

# Multi-domain brand system
/dna system <profile> --domains web,mobile,packaging,interior --output ./brand-system/

cross_domain:
  source_profile: "acme-brand"

  translations:
    packaging:
      chromatic:
        primary: "PANTONE 2965 C"  # Convert to physical color
        accents: ["PANTONE 7461 C", "PANTONE 7541 C"]
        finish: "soft-touch-matte"  # From texture.surface

      typography:
        primary_family: "Gotham"  # Print-equivalent of web font
        weight_range: [400, 700]  # Often needs bolder for print
        min_size: "8pt"  # Physical constraint

      spatial:
        margins: "10mm"  # From whitespace proportion
        bleed: "3mm"

      shape:
        die_cut: "rounded-corners-6mm"  # From shape.edges

      material:
        substrate: "300gsm-recycled"  # From emotion + texture
        coating: "spot-uv-accents"  # Premium signal from emotion.primary

      production_notes:
        - "Use PMS colors for brand consistency"
        - "Spot UV on logo and accents only"
        - "Emboss primary wordmark"

    interior:
      chromatic:
        wall_colors:
          primary: "Benjamin Moore 2062-30"  # Paint match
          accent: "Benjamin Moore 2057-40"
        flooring: "light-oak"  # From temperature + texture

      spatial:
        ceiling_height: "preferred 3.5m+"  # From whitespace
        furniture_density: 0.35  # From spatial.density
        circulation: "generous"

      texture:
        primary: "natural-wood"  # From texture.material
        secondary: "brushed-metal"
        textiles: "linen-cotton-blend"

      lighting:
        temperature: "3000K"  # From chromatic.temperature
        intensity: "layered-ambient"
        accent_approach: "track-lighting"

      furniture_style:
        edges: "rounded-soft"  # From shape.edges
        materials: ["oak", "brass", "marble"]
        feel: "premium-approachable"  # From emotion

      signage:
        typeface: "Gotham Medium"
        mounting: "dimensional-brushed-metal"
        wayfinding: "minimal-icons"

    fashion:
      chromatic:
        palette:
          core: ["#1E3A5F", "#FFFFFF", "#F5F5F5"]
          seasonal_flex: 0.2  # How much seasonal variation allowed
        fabric_colors: "dye-matched"

      texture:
        primary_fabrics: ["cotton-poplin", "wool-flannel"]
        secondary: ["silk-twill", "leather-nappa"]
        hardware: "brushed-gold"  # From accent + premium signal

      silhouette:
        structure: "relaxed-tailored"  # From emotion + shape
        proportions: "balanced"

      details:
        buttons: "horn-natural"
        stitching: "tonal"
        labels: "woven-minimal"

    audio:
      voice:
        timbre: "warm-confident"  # From emotion.primary
        pace: 0.6  # From motion.energy
        register: "mid-low"  # From chromatic.temperature

      sound_design:
        notification: "soft-bell"  # From shape.edges
        success: "gentle-ascending"
        error: "muted-descending"
        ambient: "subtle-pad"

      music_direction:
        genre: "modern-ambient"
        bpm_range: [70, 90]  # From motion.energy
        instrumentation: ["piano", "soft-synths", "light-percussion"]
        mood: "focused-optimistic"

    print:
      paper:
        stock: "mohawk-superfine-100lb"
        finish: "eggshell"  # From texture.surface

      typography:
        body: {family: "Freight Text Pro", size: "10/14pt"}
        headings: {family: "Gotham", weight: 500}

      layout:
        margins: "generous"  # From spatial.whitespace
        columns: 2
        gutter: "6mm"

      imagery:
        style: "high-contrast-minimal"
        color_profile: "FOGRA39"

      finishing:
        binding: "perfect-bound"
        cover: "soft-touch-lamination"
        special: ["foil-stamp-logo", "edge-painting"]

# Generate production specs
/dna translate <profile> --to packaging --output-spec ./packaging-spec.pdf

# Create visualization
/dna translate <profile> --to interior --render-3d ./office-mockup.glb

# Order physical samples (integration with production partners)
/dna translate <profile> --to packaging --sample-order

# Predict when DNA will feel dated
/dna forecast decay <profile>

# Get trend predictions
/dna forecast trends --industry tech --horizon "18 months"

# Suggest proactive updates
/dna forecast evolve <profile> --keep-essence

# Historical analysis
/dna history analyze --industry fintech --years 10

decay_forecast:
  profile: "acme-brand"
  analysis_date: "2026-02-01"

  overall_freshness: 0.78  # 78% "current feeling"
  predicted_freshness:
    - date: "2026-08-01"
      score: 0.72
    - date: "2027-02-01"
      score: 0.65
    - date: "2027-08-01"
      score: 0.54  # ⚠️ Below refresh threshold

  refresh_recommended: "Q3 2027"

  strand_analysis:
    chromatic:
      freshness: 0.82
      trend_alignment: "stable"
      notes: "Muted palettes remain strong; safe for 18+ months"

    typography:
      freshness: 0.71
      trend_alignment: "declining"
      risk: "Geometric sans beginning saturation phase"
      suggestion: "Consider serif accent exploration in 12 months"

    motion:
      freshness: 0.85
      trend_alignment: "rising"
      notes: "Smooth, purposeful motion gaining (good alignment)"

    shape:
      freshness: 0.65
      trend_alignment: "declining"
      risk: "Rounded corners reaching peak; sharp edges returning"
      suggestion: "Gradually reduce border-radius over next 18 months"

    texture:
      freshness: 0.88
      trend_alignment: "rising"
      notes: "Subtle depth effects trending; current DNA well-positioned"

  lifecycle_stage: "mature"  # emerging → growing → mature → declining → dated

  competitive_context:
    your_freshness: 0.78
    industry_average: 0.71
    leader: 0.86
    position: "above average"

trend_forecast:
  industry: "tech"
  horizon: "18 months"
  generated: "2026-02-01"
  confidence: 0.73

  emerging_trends:
    high_confidence:
      - trend: "dimensional-interfaces"
        description: "Subtle 3D depth, layered cards, soft shadows return"
        current_adoption: 0.23
        predicted_peak: "2027-Q2"
        dna_impact:
          texture.depth: "flat → layered-subtle"
          shape.containers: "borderless → elevated"
        early_adopters: ["linear.app", "vercel.com", "raycast.com"]

      - trend: "serif-digital"
        description: "Editorial serifs in digital products for warmth"
        current_adoption: 0.18
        predicted_peak: "2027-Q1"
        dna_impact:
          typography.letterform: "+serif accent"
          emotion.era: "contemporary → timeless"
        early_adopters: ["notion.so", "medium.com", "substack.com"]

    medium_confidence:
      - trend: "motion-rich-micro"
        description: "Increased micro-interactions with personality"
        current_adoption: 0.31
        predicted_peak: "2026-Q4"
        dna_impact:
          motion.energy: "+0.2"
          motion.philosophy: "purposeful → delightful"

      - trend: "dark-mode-primary"
        description: "Dark mode as default, not afterthought"
        current_adoption: 0.45
        predicted_peak: "already mainstream"
        dna_impact:
          chromatic.mode: "light → dark-first"

    speculative:
      - trend: "brutalist-revival-2.0"
        description: "Raw aesthetics with improved usability"
        current_adoption: 0.08
        predicted_peak: "uncertain"
        dna_impact:
          shape.edges: "rounded → sharp"
          texture.surface: "smooth → raw"

  declining_trends:
    - trend: "ultra-minimal"
      description: "Extreme minimalism losing to 'warm minimal'"
      peak_year: 2022
      current_adoption: 0.34
      decline_rate: "-12%/year"

    - trend: "flat-design-pure"
      description: "Zero-depth flat design being replaced"
      peak_year: 2018
      current_adoption: 0.21
      decline_rate: "-18%/year"

  recommendations:
    immediate:
      - "Add subtle depth to key surfaces (trend: dimensional-interfaces)"
      - "Experiment with serif in headlines (trend: serif-digital)"
    6_months:
      - "Increase motion personality for delight"
      - "Audit dark mode experience"
    12_months:
      - "Consider typography refresh with serif accent"
      - "Prepare edge sharpening if brutalist-revival gains traction"

# Generate evolution roadmap
/dna forecast evolve <profile> --keep-essence --horizon "2 years"

evolution_roadmap:
  profile: "acme-brand"
  essence_locked:
    - emotion.primary: "trustworthy-approachable"
    - chromatic.temperature: "±0.1"  # Keep warm feeling
    - spatial.whitespace: "generous"  # Core brand signal

  phases:
    q2_2026:
      name: "Depth Introduction"
      changes:
        texture.depth: "flat → layered-subtle"
        shape.containers: "borderless → soft-elevated"
      rationale: "Align with dimensional-interfaces trend while maintaining approachability"
      risk: "low"

    q4_2026:
      name: "Motion Enhancement"
      changes:
        motion.energy: 0.4 → 0.55
        motion.philosophy: "purposeful → delightful-purposeful"
      rationale: "Add personality without sacrificing clarity"
      risk: "low"

    q2_2027:
      name: "Typography Evolution"
      changes:
        typography.secondary_family: "Plus Jakarta Sans → Fraunces"
        typography.voice: "+editorial-accent"
      rationale: "Serif accent for warmth, differentiates from competitors"
      risk: "medium"

    q4_2027:
      name: "Edge Refinement"
      changes:
        shape.edges: "rounded-soft → rounded-subtle"
        shape.geometry: "+sharper accents"
      rationale: "Subtle modernization if sharp-edge trend confirms"
      risk: "medium"
      contingency: "Skip if brutalist-revival doesn't materialize"

  verification:
    essence_score: 0.92  # How well roadmap preserves brand essence
    freshness_trajectory:
      without_evolution: 0.54  # By Q4 2027
      with_evolution: 0.81    # Maintains relevance

# Start collaborative session
/dna collab start <profile> --invite @alice @bob @claude-agent

# Join session
/dna collab join <session-id>

# View live cursors and changes
/dna collab status

# Resolve conflicts
/dna collab resolve <conflict-id>

# End session and merge
/dna collab end --merge

collaboration:
  session_id: "collab_2026020112_acme"
  profile: "acme-brand"
  started: "2026-02-01T12:00:00Z"

  participants:
    - id: "@alice"
      role: "lead-designer"
      cursor: "chromatic.accents"
      status: "active"

    - id: "@bob"
      role: "developer"
      cursor: "viewing"
      status: "active"

    - id: "@claude-agent"
      role: "ai-assistant"
      cursor: "validating"
      status: "active"
      capabilities:
        - "suggestion"
        - "validation"
        - "accessibility-check"
        - "competitive-compare"

  live_changes:
    - author: "@alice"
      timestamp: "2026-02-01T12:05:23Z"
      strand: "chromatic.accents[1]"
      from: "#EC4899"
      to: "#F472B6"
      status: "pending"

  ai_suggestions:
    - agent: "@claude-agent"
      type: "accessibility"
      message: "New accent #F472B6 fails AA contrast on dark backgrounds"
      suggestion: "#EC4899 original or darken to #DB2777"
      auto_apply: false

  conflicts:
    - id: "conflict_001"
      strand: "typography.primary_family"
      changes:
        - author: "@alice"
          value: "Söhne"
          timestamp: "2026-02-01T12:10:00Z"
        - author: "@bob"
          value: "Inter"
          timestamp: "2026-02-01T12:10:15Z"
      status: "unresolved"
      resolution_options:
        - "keep_alice"
        - "keep_bob"
        - "discuss"
        - "ai_suggest"

  sync:
    protocol: "crdt"  # Conflict-free replicated data types
    checkpoint_interval: "30s"
    undo_stack_per_user: true

# Create DNA from description
/dna write "A fintech brand that feels trustworthy but not boring.
            Target audience is millennials. Should work great in dark mode.
            Think Stripe meets Discord energy."

# Modify through conversation
/dna chat <profile>
> "Make it warmer, but keep the professionalism"
> "The typography feels too playful - tone it down"
> "What if we added more energy to the animations?"

# Convert prose brief to structured DNA
/dna parse-brief ./design-brief.md --output ./profile.yaml

/dna chat acme-brand

🧬 DNA Chat: acme-brand (v2.1.0)
   Type changes in natural language. 'help' for commands, 'exit' to save.

You: Make the colors feel warmer, like afternoon sunlight

Claude: I'll shift the chromatic temperature while preserving your palette relationships.

Changes:
  chromatic.temperature: 0.45 → 0.62
  chromatic.primary: #1E3A5F → #2D3A4D (warmer blue-gray)
  chromatic.accents[0]: #0071E3 → #0077CC (warmer blue)

Preview: https://preview.dna.local/session_abc123

Apply these changes? [y/n/adjust]

You: y

You: The typography feels too cold and technical. Can we make it friendlier?

Claude: I'll adjust the typography strand for more warmth while maintaining readability.

Changes:
  typography.voice: "technical" → "confident-friendly"
  typography.primary_family: "Inter" → "Plus Jakarta Sans"
  typography.letter_spacing: "tight" → "normal"

Rationale: Plus Jakarta Sans has similar geometry to Inter but with
slightly softer letterforms that feel more approachable.

Apply these changes? [y/n/adjust]

You: adjust - keep Inter but make it feel friendlier another way

Claude: Understood. Keeping Inter, adjusting weight and spacing for friendliness.

Revised changes:
  typography.voice: "technical" → "confident-friendly"
  typography.weight_range: [400, 700] → [400, 600]
  typography.letter_spacing: "tight" → "normal"

Lighter weights and relaxed spacing create friendliness without changing typeface.

Apply? [y/n/adjust]

You: y

You: What would happen if we added more animation energy?

Claude: Currently your motion.energy is 0.4 (purposeful, subtle).

Options:
  0.5-0.6: Noticeable micro-interactions, delightful but not distracting
  0.6-0.7: Playful energy, good for consumer apps
  0.7+: High energy, may feel overwhelming for fintech

Given your audience (millennials) and brand goals (trustworthy but not boring),
I'd recommend 0.55 - adds personality without undermining trust.

Want me to apply 0.55? Or simulate different levels?

You: simulate 0.55 and 0.65

Claude: Creating preview branches...

Preview URLs:
  energy-0.55: https://preview.dna.local/session_abc123_e55
  energy-0.65: https://preview.dna.local/session_abc123_e65

Key differences:
  0.55: Subtle bounces on buttons, smooth page transitions, micro-feedback
  0.65: More pronounced bounces, staggered list animations, hover effects everywhere

You: go with 0.55

Claude: Applied motion.energy: 0.4 → 0.55

Session summary:
  Changes made: 3
  Strands modified: chromatic, typography, motion
  New version: 2.2.0

Save and exit? [y/n/continue]

You: y

🧬 Saved acme-brand v2.2.0
   Changelog: Warmer colors, friendlier typography, increased motion energy

# Governance & Access Control
/dna govern init <profile> --org <org>
/dna govern roles create <role> --permissions <perms>
/dna govern assign <user> <role>
/dna govern policy <strand> --require-approval <n>
/dna govern audit [--since <date>]
/dna propose <profile> --strand <strand> --change <from:to>
/dna approve <proposal-id>

# Cross-Domain Translation
/dna translate <profile> --to <packaging|interior|fashion|audio|print>
/dna translate <profile> --to <domain> --output-spec <file>
/dna translate <profile> --to <domain> --render-3d <file>
/dna system <profile> --domains <list> --output <dir>

# Predictive Intelligence
/dna forecast decay <profile>
/dna forecast trends --industry <industry> --horizon <time>
/dna forecast evolve <profile> --keep-essence [--horizon <time>]
/dna history analyze --industry <industry> [--years <n>]

# Real-Time Collaboration
/dna collab start <profile> --invite <users>
/dna collab join <session-id>
/dna collab status
/dna collab resolve <conflict-id>
/dna collab end --merge

# Natural Language Authoring
/dna write "<description>"
/dna chat <profile>
/dna parse-brief <file> --output <yaml>

# Add XR strand to profile
/dna xr extend <profile>

# Translate DNA for specific XR platforms
/dna xr translate <profile> --platform visionos
/dna xr translate <profile> --platform meta-quest
/dna xr translate <profile> --platform hololens
/dna xr translate <profile> --platform webxr

# Generate spatial assets from DNA
/dna xr generate <profile> --assets ui-panels,buttons,typography-3d

# Preview in spatial environment
/dna xr preview <profile> --environment office

xr_dna:
  spatial_presence:
    depth_model: "layered"           # flat | layered | volumetric | holographic
    z_hierarchy: [0.5, 1.0, 2.0, 4.0]  # Depth layers in meters
    parallax_intensity: 0.4          # 0=static, 1=dramatic

  dimensional_typography:
    extrusion: 0.02                  # Depth in meters (0 = flat)
    bevel: "soft"                    # none | soft | sharp
    material: "glass-frosted"        # glass | metal | matte | emissive
    shadow_casting: true
    legibility_distance: [0.5, 5.0]  # Readable range in meters

  spatial_color:
    emission_intensity: 0.3          # How much UI elements glow
    ambient_response: true           # Adapt to environment lighting
    transparency_model: "glass"      # opaque | glass | hologram
    environment_blend: 0.2           # How much environment shows through

  interaction_volumes:
    hit_zone_scale: 1.2              # Multiplier for touch targets in 3D
    approach_feedback: true          # Elements respond to user proximity
    gaze_awareness: true             # Elements know when looked at
    haptic_feedback:
      style: "subtle"                # none | subtle | pronounced
      patterns: ["confirm", "reject", "slide"]

  spatial_motion:
    follow_behavior: "lazy"          # fixed | lazy | elastic | orbit
    orientation_lock: "billboard"    # world | billboard | user-facing
    transition_style: "spatial-ease" # Easing in 3D space
    spawn_animation: "fade-scale"    # How elements appear

  environment_adaptation:
    lighting_response:
      bright: {emission: -0.2, contrast: +0.1}
      dim: {emission: +0.3, contrast: +0.2}
    passthrough_mode:
      background: "blur-subtle"      # How real world shows behind UI
      edge_treatment: "soft-gradient"

  comfort:
    motion_reduction_threshold: 0.5   # Lower motion for sensitive users
    depth_of_field_hint: true         # Suggest focal distance
    eye_strain_mitigation:
      max_contrast: 0.9
      blue_light_reduction: 0.2

  platform_specifics:
    visionos:
      window_material: "glass"
      ornament_support: true
      share_play_enabled: true
    meta_quest:
      hand_tracking_priority: true
      passthrough_quality: "high"
    hololens:
      spatial_anchor_enabled: true
      mesh_occlusion: true

/dna xr translate acme-brand --platform visionos

visionos_translation:
  source_profile: "acme-brand"

  window_appearance:
    material: "glass"                  # visionOS native glass
    tint: "rgba(30, 58, 95, 0.6)"      # From chromatic.primary
    corner_radius: 32                  # From shape.edges

  ornaments:
    style: "pill"                      # Floating action buttons
    offset: [0, -20, 0]                # Below main window

  typography:
    system_override: false             # Use brand fonts
    dynamic_type_support: true
    spatial_rendering: "billboard"

  interactions:
    hover_effect: "highlight-lift"     # Elements lift toward user
    tap_feedback: "haptic-light"
    long_press: "context-menu"

  shareplay:
    persona_tint: "#1E3A5F"           # Brand color for presence
    shared_activity_style: "collaborative"

  generated_assets:
    - asset: "GlassPanel.swift"
      type: "swiftui-component"
    - asset: "BrandMaterial.shader"
      type: "realitykit-material"
    - asset: "InteractionFeedback.haptic"
      type: "core-haptics"

# Generate XR component library from DNA
/dna xr components <profile> --output ./xr-components/

xr-components/
├── visionos/
│   ├── BrandWindow.swift
│   ├── BrandOrnament.swift
│   ├── BrandButton3D.swift
│   ├── BrandPanel.swift
│   └── Materials/
│       ├── BrandGlass.shader
│       └── BrandEmissive.shader
├── webxr/
│   ├── brand-panel.js
│   ├── brand-button.js
│   └── materials/
│       └── brand-pbr.glsl
├── unity/
│   ├── BrandUI.prefab
│   ├── BrandMaterials.mat
│   └── BrandInteractions.cs
└── shared/
    ├── brand-3d-typography.glb
    ├── icon-set-3d.glb
    └── spatial-tokens.json

# Create autonomous agent for a profile
/dna agent create <profile> \
  --goals "maximize_engagement,maintain_trust,ensure_accessibility" \
  --constraints "brand_essence>0.85,wcag_aa" \
  --data-source posthog

# View agent status
/dna agent status <profile>

# Review proposed changes
/dna agent review <profile>

# Approve/reject agent proposals
/dna agent approve <proposal-id>
/dna agent reject <proposal-id> --reason "too aggressive"

# Set autonomy level
/dna agent autonomy <profile> --level conservative

autonomous_agent:
  profile: "acme-brand"
  status: "active"
  created: "2026-02-01"

  goals:
    primary:
      - metric: "conversion_rate"
        target: "maximize"
        weight: 0.4
      - metric: "user_satisfaction"
        target: "maximize"
        weight: 0.3
      - metric: "brand_recognition"
        target: "maintain"
        weight: 0.3

    secondary:
      - metric: "accessibility_score"
        target: ">= 0.95"
      - metric: "performance_impact"
        target: "<= 5% load_time_increase"

  constraints:
    hard:
      - "brand_essence_score >= 0.85"
      - "wcag_aa_compliance = true"
      - "chromatic.primary unchanged"
      - "typography.primary_family unchanged"
    soft:
      - "motion.energy delta <= 0.15 per month"
      - "avoid rapid oscillation"

  autonomy:
    level: "conservative"           # conservative | moderate | aggressive
    approval_required:
      conservative: "all changes"
      moderate: "major strand changes only"
      aggressive: "constraint violations only"

    auto_apply:
      enabled: false               # Enable for full autonomy
      confidence_threshold: 0.92
      cooling_period: "48h"

  data_sources:
    analytics:
      provider: "posthog"
      events: ["click", "conversion", "scroll", "bounce"]
      segments: ["new_users", "returning", "power_users"]
    feedback:
      provider: "hotjar"
      types: ["surveys", "heatmaps", "recordings"]
    competitive:
      monitor: ["stripe.com", "linear.app"]
      frequency: "weekly"

  learning:
    model: "dna-optimizer-v2"
    training_window: "90 days"
    update_frequency: "weekly"

    learned_patterns:
      - pattern: "warmer_cta_improves_conversion"
        confidence: 0.89
        evidence: "A/B test data from Jan 2026"
        applied: true

      - pattern: "reduced_motion_on_mobile_reduces_bounce"
        confidence: 0.76
        evidence: "Correlation analysis"
        applied: false
        reason: "Awaiting A/B validation"

agent_proposals:
  pending:
    - id: "prop_agent_001"
      generated: "2026-02-01T08:00:00Z"
      type: "optimization"

      change:
        strand: "chromatic.accents[0]"
        from: "#0071E3"
        to: "#0077CC"

      reasoning: |
        Analysis of 45,000 sessions shows warmer accent colors correlate
        with +8.3% CTA click-through rate (p < 0.01). Proposed change
        shifts accent 5° warmer on color wheel while maintaining brand
        harmony. Change is within brand essence constraints (similarity: 0.96).

      predicted_impact:
        conversion_rate: "+6-10%"
        brand_essence_score: 0.94  # Above 0.85 constraint
        accessibility: "unchanged (AA pass)"

      confidence: 0.84
      recommendation: "approve"

      validation_plan:
        type: "a/b_test"
        duration: "14 days"
        sample: 50000
        rollback_trigger: "conversion < control"

  history:
    applied:
      - id: "prop_agent_042"
        change: "motion.energy 0.40 → 0.45"
        applied: "2026-01-15"
        actual_impact:
          conversion_rate: "+5.2%"
          brand_essence: 0.93
        status: "successful"

    rejected:
      - id: "prop_agent_038"
        change: "typography.weight_range [400,600] → [300,600]"
        rejected: "2026-01-10"
        reason: "Lighter weights reduce perceived trustworthiness"

    rolled_back:
      - id: "prop_agent_029"
        change: "shape.edges rounded → sharp"
        applied: "2025-12-20"
        rolled_back: "2025-12-27"
        reason: "Negative user feedback in surveys"

# Create specialized agents
/dna agent create <profile> --specialty conversion --name "conversion-optimizer"
/dna agent create <profile> --specialty accessibility --name "a11y-guardian"
/dna agent create <profile> --specialty brand --name "brand-keeper"

# Configure agent interaction
/dna agent orchestrate <profile> --mode collaborative

agent_orchestration:
  profile: "acme-brand"
  mode: "collaborative"

  agents:
    conversion-optimizer:
      specialty: "conversion"
      priority: "medium"
      can_modify: ["chromatic.accents", "motion", "spatial", "hierarchy"]

    a11y-guardian:
      specialty: "accessibility"
      priority: "high"
      role: "validator"
      veto_power: true
      monitors: ["contrast", "motion_safe", "text_size"]

    brand-keeper:
      specialty: "brand_consistency"
      priority: "highest"
      role: "guardian"
      veto_power: true
      protects: ["chromatic.primary", "typography.primary_family", "emotion.primary"]

  conflict_resolution:
    priority_order: ["brand-keeper", "a11y-guardian", "conversion-optimizer"]
    escalation: "human-review"

  collaboration_protocol:
    proposal_flow:
      1: "Agent proposes change"
      2: "Other agents validate against their specialty"
      3: "Conflicts flagged for resolution"
      4: "Approved changes queued"
      5: "Human review (if required by autonomy level)"

# Analyze sustainability of a profile
/dna sustain analyze <profile>

# Compare sustainability between profiles
/dna sustain compare <profile1> <profile2>

# Optimize for sustainability
/dna sustain optimize <profile> --target carbon-reduction

# Generate sustainability report
/dna sustain report <profile> --format pdf

sustainability:
  profile: "acme-brand"
  analysis_date: "2026-02-01"

  overall_score: 0.72  # 72/100 sustainability
  grade: "B"           # A+ to F

  carbon_footprint:
    estimated_monthly: "2.4 kg CO2e per 10,000 page views"

    breakdown:
      data_transfer:
        impact: 0.35
        details:
          image_weight: "heavy"
          font_files: "multiple weights loaded"
          css_size: "moderate"

      rendering:
        impact: 0.25
        details:
          animation_complexity: "moderate"
          gpu_usage: "elevated due to blur effects"
          repaint_frequency: "normal"

      server_processing:
        impact: 0.15
        details:
          personalization_overhead: "light"

    comparison:
      industry_average: "3.1 kg CO2e"
      your_position: "22% better than average"

  resource_efficiency:
    fonts:
      status: "⚠️ improvable"
      loaded: ["Inter 400", "Inter 500", "Inter 600", "Inter 700"]
      used: ["Inter 400", "Inter 600"]
      recommendation: "Remove unused weights, save 45KB"

    colors:
      status: "✓ efficient"
      dark_mode: "available"
      oled_friendly: true
      note: "Dark mode reduces OLED energy by ~40%"

    motion:
      status: "⚠️ moderate"
      gpu_intensive_effects: ["blur", "shadows"]
      reduced_motion_support: true
      recommendation: "Replace blur with solid transparency on low-power mode"

    images:
      status: "needs attention"
      format_recommendation: "Use AVIF/WebP over PNG"
      lazy_loading: "partial"
      responsive_images: true

  design_longevity:
    trend_independence: 0.65
    estimated_relevance: "3-5 years"
    notes: "Current design has some trend-dependent elements"

    durable_choices:
      - "Typography choice is classic and timeless"
      - "Color palette is muted and enduring"

    trend_dependent:
      - "Glassmorphism may date within 2 years"
      - "Rounded corners at peak popularity"

  physical_extension:
    packaging_sustainability:
      current: "not assessed"
      recommendation: "Use recycled materials, minimize print area"

  recommendations:
    quick_wins:
      - action: "Subset fonts to used characters"
        impact: "-30KB, -0.1 kg CO2e/month"
        effort: "low"

      - action: "Replace PNG with AVIF"
        impact: "-60% image weight"
        effort: "low"

    medium_effort:
      - action: "Reduce blur effects"
        impact: "-15% GPU usage"
        effort: "medium"
        tradeoff: "Slight aesthetic change"

      - action: "Implement dark mode by default"
        impact: "-40% OLED energy"
        effort: "medium"

    strategic:
      - action: "Simplify design for longevity"
        impact: "Reduce redesign frequency"
        effort: "high"
        benefit: "Lower lifetime carbon footprint"

eco_optimizations:
  low_carbon_mode:
    trigger: "user preference or low battery"
    changes:
      motion.energy: 0
      texture.depth: "flat"
      chromatic.mode: "dark"
      spatial.density: "+0.1"  # Fewer page loads needed

  eco_presets:
    minimal_impact:
      fonts: "system-ui only"
      images: "compressed, lazy-loaded"
      motion: "none"
      estimated_reduction: "60%"

# Publish DNA to federation
/dna federation publish <profile> --namespace org.acme

# Subscribe to federated DNA
/dna federation subscribe org.partner/shared-components

# Sync federated changes
/dna federation sync

# View federation network
/dna federation graph

federation:
  namespace: "org.acme"
  profile: "acme-brand-public"

  published:
    components:
      - name: "button-primary"
        version: "2.1.0"
        visibility: "public"

      - name: "color-palette"
        version: "1.5.0"
        visibility: "partners"  # Only approved partners

    presets:
      - name: "partner-integration"
        description: "DNA preset for partner product integrations"
        includes: ["colors", "typography", "spacing"]
        excludes: ["motion", "shape"]  # Partners can customize these

  subscriptions:
    - namespace: "org.stripe"
      component: "payment-form"
      version: "^3.0.0"
      integration: "embedded"

    - namespace: "org.analytics"
      component: "dashboard-widgets"
      version: "latest"

  inheritance:
    - child: "org.acme.japan"
      overrides_allowed: ["cultural", "typography"]
      sync_mode: "automatic"

    - child: "org.acme.sub-brand"
      overrides_allowed: ["chromatic.accents", "emotion"]
      sync_mode: "review-required"

  ecosystem_graph:
    nodes:
      - "org.acme" (root)
      - "org.acme.japan"
      - "org.acme.sub-brand"
      - "org.partner" (external)

    edges:
      - from: "org.acme"
        to: "org.acme.japan"
        type: "parent"
      - from: "org.acme"
        to: "org.partner"
        type: "federation"

  governance:
    breaking_changes:
      notification: "30 days"
      deprecation_period: "90 days"

    compatibility:
      semantic_versioning: true
      api_contract: "./dna-contract.yaml"

# Enable temporal mode
/dna temporal enable <profile>

# Configure time-based shifts
/dna temporal configure <profile> --config ./temporal-rules.yaml

# Preview at specific time
/dna temporal preview <profile> --at "2026-12-25T20:00"

# View transition schedule
/dna temporal schedule <profile>

temporal_dna:
  profile: "acme-brand"
  enabled: true

  time_of_day:
    dawn:
      hours: [5, 7]
      transitions:
        chromatic.temperature: "+0.1"
        chromatic.saturation: "-0.1"
        emotion.primary: "fresh-optimistic"

    morning:
      hours: [7, 12]
      transitions:
        chromatic.temperature: "base"
        motion.energy: "+0.1"  # More energetic for productivity

    afternoon:
      hours: [12, 17]
      transitions:
        chromatic.temperature: "+0.05"
        emotion.tension: "-0.1"  # Calmer

    evening:
      hours: [17, 21]
      transitions:
        chromatic.temperature: "+0.15"  # Warmer
        chromatic.saturation: "-0.05"
        motion.energy: "-0.1"

    night:
      hours: [21, 5]
      transitions:
        chromatic.mode: "dark"
        chromatic.temperature: "-0.1"  # Cooler for night
        chromatic.saturation: "-0.2"
        motion.energy: "-0.3"  # Calm
        emotion.primary: "calm-restful"

  day_of_week:
    weekday:
      days: ["mon", "tue", "wed", "thu", "fri"]
      transitions:
        hierarchy.density: "scannable"  # Efficient for work
        spatial.density: "base"

    weekend:
      days: ["sat", "sun"]
      transitions:
        hierarchy.density: "readable"  # More leisurely
        motion.energy: "+0.1"  # More playful
        spatial.whitespace: "+10%"

  seasons:
    spring:
      months: [3, 4, 5]
      transitions:
        chromatic.accents: "seasonal_spring"
        texture.pattern: "subtle-botanical"
        emotion.primary: "+renewal"

    summer:
      months: [6, 7, 8]
      transitions:
        chromatic.temperature: "+0.15"
        chromatic.saturation: "+0.1"
        motion.energy: "+0.15"

    autumn:
      months: [9, 10, 11]
      transitions:
        chromatic.accents: "seasonal_autumn"
        chromatic.temperature: "+0.1"
        chromatic.saturation: "-0.05"

    winter:
      months: [12, 1, 2]
      transitions:
        chromatic.temperature: "-0.1"
        chromatic.saturation: "-0.15"
        texture.pattern: "subtle-frost"
        motion.energy: "-0.1"

  special_occasions:
    - name: "holiday_season"
      dates: ["2026-12-20", "2027-01-02"]
      transitions:
        chromatic.accents: ["#C41E3A", "#228B22"]  # Festive
        motion.philosophy: "celebratory"

    - name: "earth_day"
      dates: ["2026-04-22"]
      transitions:
        chromatic.accents: ["#228B22", "#90EE90"]
        sustainability.low_carbon_mode: true

  user_override:
    allow_disable: true
    preferences_respected: ["dark_mode", "reduced_motion"]

  transition_behavior:
    duration: "30 minutes"  # Gradual shift
    easing: "smooth"
    notification: false  # Silent transitions

/dna codegen <profile> --temporal --output ./src/theme/

// Generated: temporalTheme.ts
import { createTemporalTheme } from '@dna/temporal';

export const theme = createTemporalTheme({
  base: baseTheme,

  timeOfDay: {
    dawn: { colorTemperature: 0.55 },
    morning: { colorTemperature: 0.45, motionEnergy: 0.55 },
    afternoon: { colorTemperature: 0.50 },
    evening: { colorTemperature: 0.60, motionEnergy: 0.35 },
    night: { colorMode: 'dark', colorTemperature: 0.35, motionEnergy: 0.15 },
  },

  transitions: {
    duration: 1800000,  // 30 minutes
    easing: 'ease-in-out',
  },

  userPreferences: {
    respectSystemDarkMode: true,
    respectReducedMotion: true,
  },
});

// Usage: const currentTheme = theme.getForTime(new Date());

# Cross-Reality DNA
/dna xr extend <profile>
/dna xr translate <profile> --platform <visionos|quest|hololens|webxr>
/dna xr generate <profile> --assets <types>
/dna xr preview <profile> --environment <env>
/dna xr components <profile> --output <dir>

# Autonomous Agents
/dna agent create <profile> --goals <goals> --constraints <constraints>
/dna agent status <profile>
/dna agent review <profile>
/dna agent approve|reject <proposal-id>
/dna agent autonomy <profile> --level <conservative|moderate|aggressive>
/dna agent orchestrate <profile> --mode <collaborative|independent>

# Sustainability
/dna sustain analyze <profile>
/dna sustain compare <profile1> <profile2>
/dna sustain optimize <profile> --target <goal>
/dna sustain report <profile> --format <pdf|html|json>

# Federation
/dna federation publish <profile> --namespace <ns>
/dna federation subscribe <namespace/component>
/dna federation sync
/dna federation graph

# Temporal DNA
/dna temporal enable <profile>
/dna temporal configure <profile> --config <file>
/dna temporal preview <profile> --at <datetime>
/dna temporal schedule <profile>

# Enable biometric adaptation
/dna bio enable <profile> --sources "heartrate,eyetracking,eeg"

# Configure response thresholds
/dna bio configure <profile> --config ./bio-rules.yaml

# Simulate biometric state
/dna bio simulate <profile> --state "stressed"

# View adaptation history
/dna bio history <profile> --session <id>

biometric_dna:
  profile: "acme-brand"
  enabled: true
  privacy_mode: "local-only"  # Signals processed on-device

  sources:
    heartrate:
      provider: "apple-watch|fitbit|garmin|webapi"
      consent_required: true
      thresholds:
        calm: [50, 70]
        normal: [70, 90]
        elevated: [90, 110]
        stressed: [110, 140]

    eyetracking:
      provider: "visionos|tobii|webcam"
      metrics: ["fixation_duration", "saccade_velocity", "blink_rate"]
      fatigue_detection: true

    attention:
      provider: "inferred"  # From interaction patterns
      metrics: ["scroll_velocity", "click_precision", "dwell_time"]

  adaptations:
    stressed:
      trigger: "heartrate.elevated OR attention.scattered"
      transitions:
        motion.energy: "-0.3"
        spatial.density: "-0.15"
        chromatic.saturation: "-0.1"
        chromatic.temperature: "+0.1"
        shape.edges: "softer"
        hierarchy.density: "scannable"
      experience:
        reduce_notifications: true
        simplify_navigation: true
        suggest_break: "after 10 minutes"

    fatigued:
      trigger: "eyetracking.fatigue_score > 0.7"
      transitions:
        chromatic.contrast: "+0.1"
        typography.size_scale: "+10%"
        spatial.whitespace: "+15%"
        motion.energy: "-0.2"
      experience:
        dark_mode: "suggest"
        reading_mode: "enable"

    focused:
      trigger: "attention.sustained > 0.8"
      transitions:
        hierarchy.density: "dense"
        spatial.density: "+0.1"
        motion.philosophy: "minimal"
      experience:
        distraction_free: true

    relaxed:
      trigger: "heartrate.calm AND attention.leisurely"
      transitions:
        motion.energy: "+0.2"
        spatial.whitespace: "+10%"
        motion.philosophy: "delightful"
      experience:
        exploration_mode: true

  fallback:
    no_signal: "use base profile"
    ambiguous: "prefer calmer adaptations"

  ethics:
    data_storage: "none"
    user_control: "full"
    transparency: "show_adaptation_reason"
    opt_out: "always available"

# Opt into collective learning
/dna collective join --contribution "anonymous"

# Get collective insights
/dna collective insights --industry fintech

# Benchmark against collective
/dna collective benchmark <profile>

# Get collective recommendations
/dna collective recommend <profile> --goal "increase_engagement"

collective_intelligence:
  participation:
    mode: "anonymous"  # anonymous | pseudonymous | identified
    contributions:
      - dna_patterns: true
      - ab_test_results: true
      - performance_metrics: true
      - brand_identity: false  # Never share identifying info

  insights:
    industry_patterns:
      fintech:
        trending_strands:
          - strand: "chromatic.mode"
            direction: "dark-first increasing"
            adoption: 0.67
          - strand: "typography.voice"
            direction: "friendly-professional blend"
            adoption: 0.54

        performance_correlations:
          high_conversion:
            - "chromatic.temperature: 0.5-0.6"
            - "motion.energy: 0.4-0.5"
            - "spatial.whitespace: generous"
          high_trust:
            - "typography.voice: professional"
            - "chromatic.saturation: muted"
            - "shape.containers: bordered"

        anti_patterns:
          - pattern: "high motion + dense layout"
            impact: "-15% completion rate"
            confidence: 0.82

    cross_industry:
      universal_patterns:
        accessibility:
          - "wcag_aa compliance correlates with +12% engagement"
        sustainability:
          - "eco-optimized profiles show no conversion loss"
        motion:
          - "reduced-motion support correlates with +8% satisfaction"

  benchmarking:
    your_profile: "acme-brand"

    percentiles:
      conversion_optimization: "72nd percentile"
      accessibility: "89th percentile"
      sustainability: "45th percentile"
      trend_alignment: "61st percentile"

    opportunities:
      - area: "sustainability"
        current: 0.45
        industry_median: 0.62
        industry_top: 0.91
        recommendations:
          - "Implement dark mode default (+0.15)"
          - "Reduce motion complexity (+0.08)"

  recommendations:
    based_on: "collective patterns + your profile"
    goal: "increase_engagement"

    suggestions:
      - change: "chromatic.temperature: 0.45 → 0.52"
        collective_evidence: "87% of high-engagement fintech profiles in this range"
        expected_impact: "+6-9% engagement"
        confidence: 0.79

      - change: "motion.easing: smooth → bouncy-subtle"
        collective_evidence: "Bouncy easing correlates with +11% perceived freshness"
        expected_impact: "+3-5% engagement"
        confidence: 0.71

# Create narrative DNA
/dna narrative create <profile> --arc "onboarding-to-power-user"

# Define story beats
/dna narrative beats <profile> --config ./narrative.yaml

# Preview narrative at stage
/dna narrative preview <profile> --stage "discovery"

# Track user progression
/dna narrative track --analytics posthog

narrative_dna:
  profile: "acme-brand"
  arc_name: "user-mastery-journey"

  philosophy: |
    Design should evolve with the user. A new user needs guidance and comfort.
    An experienced user wants efficiency and power. The DNA transforms
    alongside their journey.

  stages:
    newcomer:
      trigger: "sessions < 3 OR features_used < 5"
      duration: "first 1-3 sessions"

      dna_state:
        spatial.density: 0.25           # Very spacious, not overwhelming
        spatial.whitespace: "extreme"
        hierarchy.density: "ultra-scannable"
        hierarchy.method: "size+color+position"  # Multiple cues
        motion.energy: 0.3              # Calm, reassuring
        motion.philosophy: "guiding"    # Animations show what to do
        typography.size_scale: 1.2      # Larger, easier to read
        emotion.primary: "welcoming-safe"

      experience:
        progressive_disclosure: true
        tooltip_frequency: "high"
        empty_states: "educational"
        feature_highlights: true

    explorer:
      trigger: "sessions >= 3 AND sessions < 10"
      duration: "sessions 3-10"

      dna_state:
        spatial.density: 0.35           # Slightly denser
        spatial.whitespace: "generous"
        hierarchy.density: "scannable"
        motion.energy: 0.4              # More responsive
        motion.philosophy: "responsive"
        typography.size_scale: 1.1
        emotion.primary: "encouraging"

      experience:
        progressive_disclosure: "reduced"
        tooltip_frequency: "on-demand"
        shortcuts_visible: true
        exploration_rewards: true

    practitioner:
      trigger: "sessions >= 10 AND features_used >= 15"
      duration: "sessions 10-50"

      dna_state:
        spatial.density: 0.45
        spatial.whitespace: "balanced"
        hierarchy.density: "efficient"
        motion.energy: 0.5
        motion.philosophy: "purposeful"
        typography.size_scale: 1.0
        emotion.primary: "capable-confident"

      experience:
        keyboard_shortcuts: "prominent"
        batch_actions: true
        advanced_filters: "visible"

    expert:
      trigger: "sessions >= 50 OR power_features_used >= 10"
      duration: "ongoing"

      dna_state:
        spatial.density: 0.55           # Information-dense
        spatial.whitespace: "efficient"
        hierarchy.density: "dense"
        motion.energy: 0.35             # Less motion, faster
        motion.philosophy: "minimal"    # No unnecessary animation
        typography.size_scale: 0.95
        emotion.primary: "powerful-efficient"

      experience:
        command_palette: true
        bulk_operations: true
        custom_views: true
        api_access: "prominent"

    power_user:
      trigger: "sessions >= 200 OR api_usage > 0"
      duration: "ongoing"

      dna_state:
        spatial.density: 0.65
        spatial.whitespace: "minimal"
        hierarchy.density: "ultra-dense"
        motion.energy: 0.2              # Almost no motion
        motion.philosophy: "none"
        typography.size_scale: 0.9
        chromatic.contrast: "+0.1"      # High contrast for speed
        emotion.primary: "efficient-powerful"

      experience:
        everything_keyboard: true
        custom_workflows: true
        admin_tools: "visible"

  transitions:
    style: "gradual"
    duration: "over 2-3 sessions"
    easing: "smooth"
    notification: "subtle-celebration"  # Acknowledge growth

  user_control:
    stage_override: true                # User can choose stage
    density_preference: true            # Independent density control
    motion_preference: true             # Independent motion control

  analytics:
    track_progression: true
    stage_time_metrics: true
    regression_detection: true          # Detect if user seems confused

  regression_handling:
    trigger: "error_rate_increase OR feature_abandonment"
    response:
      - "Temporarily reduce density"
      - "Increase guidance cues"
      - "Offer help proactively"

# Scan for conflicts
/dna conflicts scan --source ./src/

# Explain specific conflict
/dna conflicts explain <conflict-id>

# Auto-resolve conflicts
/dna conflicts resolve --auto --preview

# Generate conflict report
/dna conflicts report --format html

conflict_scan:
  source: "./src/"
  profile: "acme-brand"
  scan_date: "2026-02-01"

  conflicts_found: 12

  by_type:
    visual_hierarchy:
      count: 4
      severity: "high"

    color_clash:
      count: 3
      severity: "medium"

    spacing_inconsistency:
      count: 3
      severity: "low"

    motion_conflict:
      count: 2
      severity: "medium"

  conflicts:
    - id: "conflict_001"
      type: "visual_hierarchy"
      severity: "high"
      location: "src/components/Dashboard.tsx:45"

      description: |
        Two elements compete for primary attention. Both use:
        - Large typography (24px)
        - Primary accent color
        - Prominent position

      visualization: |
        ┌────────────────────────────────┐
        │  ████ HEADER ████              │ ← Primary attention
        │                                │
        │  ████ CALL TO ACTION ████      │ ← Also demands attention
        │                                │
        └────────────────────────────────┘

      dna_violation:
        strand: "hierarchy"
        rule: "Single focal point per viewport section"

      resolution_options:
        - option: "demote_header"
          description: "Reduce header visual weight"
          changes:
            - "font-size: 24px → 18px"
            - "color: accent → secondary"
          preview: "https://preview.conflicts/001_a"

        - option: "demote_cta"
          description: "Soften CTA, elevate on interaction"
          changes:
            - "background: accent → subtle"
            - "hover: elevate to full accent"
          preview: "https://preview.conflicts/001_b"

        - option: "spatial_separation"
          description: "Add breathing room between elements"
          changes:
            - "margin-bottom: 16px → 48px"
          preview: "https://preview.conflicts/001_c"

      recommendation: "spatial_separation"
      rationale: "Preserves both elements' prominence while eliminating conflict"

    - id: "conflict_002"
      type: "color_clash"
      severity: "medium"
      location: "src/pages/Settings.tsx:112"

      description: |
        Adjacent colors create visual vibration:
        - Element A: #FF6B35 (warm orange)
        - Element B: #00D4AA (cool cyan)
        These complementary colors at high saturation cause optical discomfort.

      dna_violation:
        strand: "chromatic"
        rule: "Adjacent complementary colors need desaturation or separation"

      resolution_options:
        - option: "desaturate_one"
          changes:
            - "Element B: #00D4AA → #4ECDC4 (softer)"

        - option: "add_separator"
          changes:
            - "Add neutral spacing or divider between elements"

        - option: "use_neutral"
          changes:
            - "Replace one with neutral from palette"

    - id: "conflict_003"
      type: "motion_conflict"
      severity: "medium"
      location: "src/components/Sidebar.tsx:78"

      description: |
        Competing animations create visual chaos:
        - Sidebar slides in (300ms ease-out)
        - Content fades + scales (400ms bounce)
        - Navigation items stagger (50ms each)
        All trigger simultaneously on mount.

      dna_violation:
        strand: "motion"
        rule: "Orchestrated motion: primary action first, secondary follows"

      resolution_options:
        - option: "choreograph"
          description: "Sequence animations with proper timing"
          changes:
            - "Sidebar: 0ms start, 200ms duration"
            - "Content: 150ms start, 250ms duration"
            - "Nav items: 200ms start, stagger 30ms"

        - option: "reduce"
          description: "Keep only primary animation"
          changes:
            - "Sidebar: slide only"
            - "Content: instant appear"
            - "Nav items: no stagger"

      recommendation: "choreograph"

  auto_fix:
    fixable: 8
    requires_review: 4

    preview_command: "/dna conflicts resolve --auto --preview"
    apply_command: "/dna conflicts resolve --auto --apply"

# Sign a DNA profile
/dna sign <profile> --key [home-path]

# Verify signature
/dna verify <profile>

# View provenance chain
/dna provenance <profile>

# Register with provenance ledger
/dna provenance register <profile> --ledger clawdhub

dna_signature:
  profile: "acme-brand"
  version: "2.3.0"

  signature:
    algorithm: "Ed25519"
    public_key: "base64:MCowBQYDK2VwAyEA..."
    signature: "base64:xYz9..."
    signed_at: "2026-02-01T12:00:00Z"
    signer: "org.acme/brand-team"

  provenance:
    chain:
      - hash: "sha256:abc123..."
        version: "1.0.0"
        author: "[email]"
        timestamp: "2025-01-15T09:00:00Z"
        action: "created"
        signature: "base64:..."

      - hash: "sha256:def456..."
        version: "1.1.0"
        author: "[email]"
        timestamp: "2025-03-20T14:30:00Z"
        action: "modified"
        changes: ["chromatic.accents updated"]
        parent: "sha256:abc123..."
        signature: "base64:..."

      - hash: "sha256:ghi789..."
        version: "2.0.0"
        author: "[email]"
        timestamp: "2025-09-01T10:00:00Z"
        action: "major-revision"
        changes: ["Full rebrand - typography, colors, motion"]
        parent: "sha256:def456..."
        signature: "base64:..."
        approved_by: ["[email]", "[email]"]

    attestations:
      - type: "accessibility"
        attester: "a11y-audit.com"
        timestamp: "2025-09-15"
        claim: "WCAG AA compliant"
        certificate: "https://a11y-audit.com/cert/abc123"

      - type: "brand-consistency"
        attester: "brand-guardian-ai"
        timestamp: "2026-02-01"
        claim: "92% consistency with registered brand guidelines"

  verification:
    status: "valid"
    verified_at: "2026-02-01T12:05:00Z"
    chain_complete: true
    all_signatures_valid: true

  usage_rights:
    license: "proprietary"
    usage:
      internal: "unlimited"
      partners: "with agreement"
      public: "display only"

  anti_counterfeit:
    registered_with: ["clawdhub", "dna-registry.io"]
    trademark_status: "registered"
    infringement_detection: "enabled"

    alerts:
      - date: "2026-01-20"
        type: "similarity_detected"
        source: "competitor.com"
        similarity: 0.78
        action_taken: "legal-review"

# Start DNA conversation mode
/dna talk <profile>

# With context awareness
/dna talk <profile> --with-analytics --with-competitors

/dna talk acme-brand --with-analytics

🧬 DNA Talk: acme-brand (v2.3.0)
   Analytics: PostHog connected
   Context: Last 30 days performance data

You: I'm worried our design feels dated. What do you think?

Claude: Looking at your DNA profile against current trends and your
analytics, here's my assessment:

**Freshness Score: 68/100** (down from 74 six months ago)

Areas that may feel dated:
1. **Typography** (score: 62) - Geometric sans-serifs like yours are at
   peak saturation. 40% of your industry has similar choices.

2. **Shape language** (score: 58) - Rounded corners at 12px are the
   2024 norm. The trend is moving toward either sharper edges or
   even softer (20px+) for distinction.

3. **Motion** (score: 75) - Your subtle approach is aging well;
   purposeful motion remains valued.

Your analytics show:
- Bounce rate stable (no user rejection)
- Time on page slightly down (-4% vs 6 months ago)
- New user engagement holding

The data suggests users aren't rejecting your design, but engagement
is softening. This often precedes a more noticeable decline.

Should I:
a) Show specific trend-forward modifications
b) Create a comparison with fresher competitor profiles
c) Design an evolution roadmap that preserves your brand essence

You: a - show me what we could change

Claude: Here are three evolution paths, from conservative to bold:

### Path 1: Subtle Refresh (Preserves 95% recognition)

Predicted impact: +8 freshness points
Risk: Very low
Analytics prediction: +2-4% engagement

### Path 2: Moderate Evolution (Preserves 88% recognition)

Predicted impact: +15 freshness points
Risk: Low-medium
Analytics prediction: +5-8% engagement

### Path 3: Bold Refresh (Preserves 75% recognition)

Predicted impact: +22 freshness points
Risk: Medium (may surprise existing users)
Analytics prediction: +8-12% engagement, possible initial dip

Want me to generate interactive previews for any of these paths?

You: Generate previews for path 1 and 2. Also, what are our competitors doing?

Claude: Creating previews...

**Previews ready:**
- Path 1: https://preview.dna/acme-brand/path1
- Path 2: https://preview.dna/acme-brand/path2

**Competitor Analysis (last 60 days changes):**

| Competitor | Recent DNA Changes | Direction |
|------------|-------------------|-----------|
| Stripe     | +serif headlines, darker mode | Warmer, editorial |
| Linear     | Sharper edges, more saturation | Bolder, geometric |
| Notion     | New illustration system | More personality |
| Mercury    | Minimal changes | Stable |

**Pattern detected:** 3 of 4 competitors are adding warmth or personality.
Your Path 2 aligns with this trend while maintaining distinctiveness.

**Differentiation opportunity:** None of them have committed to a
serif-forward approach. Path 3's editorial serif could be your
unique positioning.

You: Let's do path 2, but can we test the serif headline idea from path 3 first?

Claude: Smart approach. I'll set this up as an experiment:

**Experiment: "Editorial Headlines Test"**
- Control: Your current headlines (Inter)
- Variant: Serif headlines (Newsreader) with Path 2 changes
- Metric: Engagement + brand perception survey
- Duration: 14 days
- Traffic: 50/50 split

Simultaneously, I'll prepare Path 2 as your next version:
- Staged rollout: 10% → 25% → 50% → 100%
- Monitoring: Engagement, bounce rate, conversion
- Automatic rollback if: conversion drops >5%

Ready to launch both?

You: Yes, do it.

Claude: Launching...

✓ Experiment "editorial-headlines" created
  - Tracking code generated
  - PostHog integration configured
  - Survey triggered for 20% of users after 2 minutes

✓ Path 2 staged rollout scheduled
  - Day 1-2: 10% traffic
  - Day 3-5: 25% traffic
  - Day 6-9: 50% traffic
  - Day 10+: 100% (if metrics hold)

I'll monitor both and alert you if:
- Either shows >5% negative impact
- Experiment reaches statistical significance
- Path 2 stages need intervention

Estimated completion: 14 days for experiment, 10 days for rollout.

Want me to send daily or weekly updates?

# Biometric-Responsive DNA
/dna bio enable <profile> --sources <sources>
/dna bio configure <profile> --config <file>
/dna bio simulate <profile> --state <state>
/dna bio history <profile>

# Collective Intelligence
/dna collective join --contribution <level>
/dna collective insights --industry <industry>
/dna collective benchmark <profile>
/dna collective recommend <profile> --goal <goal>

# Narrative DNA
/dna narrative create <profile> --arc <arc-name>
/dna narrative beats <profile> --config <file>
/dna narrative preview <profile> --stage <stage>
/dna narrative track --analytics <provider>

# Conflict Resolution
/dna conflicts scan --source <path>
/dna conflicts explain <conflict-id>
/dna conflicts resolve --auto [--preview|--apply]
/dna conflicts report --format <format>

# Signatures & Provenance
/dna sign <profile> --key <key-file>
/dna verify <profile>
/dna provenance <profile>
/dna provenance register <profile> --ledger <ledger>

# Conversational Interface
/dna talk <profile> [--with-analytics] [--with-competitors]

# Excavate historical DNA from Wayback Machine
/dna archaeology dig <url> --years 10

# Reconstruct evolution timeline
/dna archaeology timeline <url> --visualize

# Find "extinction events" (major design changes)
/dna archaeology events <url>

# Resurrect historical DNA profile
/dna archaeology resurrect <url> --snapshot "2019-06-15"

# Compare present vs past
/dna archaeology compare <url> --then "2018" --now

archaeology:
  target: "stripe.com"
  excavation_depth: "2014-2026"
  snapshots_analyzed: 47

  timeline:
    eras:
      - name: "Startup Era"
        period: "2014-2016"
        dominant_dna:
          chromatic:
            primary: "#32325d"
            temperature: 0.35
            saturation: 0.4
          typography:
            voice: "technical-approachable"
            primary: "Helvetica Neue"
          spatial:
            density: 0.45
            whitespace: "moderate"
          shape:
            edges: "rounded-subtle"
          emotion:
            primary: "developer-friendly"
            era: "contemporary"
        artifacts:
          - "payment-form-original.png"
          - "dashboard-2015.png"

      - name: "Scale Era"
        period: "2016-2019"
        dominant_dna:
          chromatic:
            primary: "#6772e5"  # Shifted to purple
            temperature: 0.4
            saturation: 0.55
          typography:
            voice: "confident-professional"
            primary: "Camphor"  # Custom typeface
          spatial:
            density: 0.35
            whitespace: "generous"
          shape:
            edges: "rounded-soft"
          emotion:
            primary: "premium-reliable"
        artifacts:
          - "atlas-launch.png"
          - "radar-2018.png"
        transition_trigger: "Series C, enterprise expansion"

      - name: "Platform Era"
        period: "2019-2023"
        dominant_dna:
          chromatic:
            primary: "#635bff"
            gradient: true
            temperature: 0.45
          typography:
            voice: "editorial-authoritative"
            secondary: "Söhne"  # Editorial addition
          spatial:
            density: 0.3
            whitespace: "extreme"
          motion:
            energy: 0.5
            philosophy: "storytelling"
          emotion:
            primary: "visionary-trustworthy"
        artifacts:
          - "sessions-2020.png"
          - "identity-2022.png"
        transition_trigger: "IPO, product diversification"

      - name: "AI Era"
        period: "2023-present"
        dominant_dna:
          chromatic:
            primary: "#635bff"
            mode: "dark-first"
            gradient: "dynamic"
          typography:
            voice: "confident-innovative"
          spatial:
            density: 0.35
          motion:
            energy: 0.6
            philosophy: "intelligent"
          emotion:
            primary: "cutting-edge-trustworthy"
        transition_trigger: "AI product launches"

  extinction_events:
    - date: "2016-09-15"
      magnitude: 0.73
      description: "Major brand evolution - purple introduction"
      strands_affected: ["chromatic", "typography", "emotion"]

    - date: "2019-11-20"
      magnitude: 0.45
      description: "Editorial pivot - Söhne introduction"
      strands_affected: ["typography", "spatial"]

    - date: "2023-03-01"
      magnitude: 0.52
      description: "Dark mode primary shift"
      strands_affected: ["chromatic", "motion"]

  evolution_patterns:
    consistent:
      - strand: "emotion.primary"
        pattern: "Trust maintained across all eras"
        deviation: 0.12

    evolving:
      - strand: "chromatic.primary"
        pattern: "Steady warmth increase (+0.03/year)"
        correlation: "revenue_growth (r=0.78)"

      - strand: "spatial.whitespace"
        pattern: "Increasing generosity"
        interpretation: "Premium positioning solidification"

    cyclical:
      - strand: "motion.energy"
        pattern: "Peaks during major launches, settles to baseline"

  insights:
    - "Typography changes precede major business pivots by ~6 months"
    - "Whitespace increases correlate with market position confidence"
    - "Color warmth tracks customer base diversification"

  resurrect_options:
    - era: "Startup Era"
      use_case: "Nostalgia campaign, throwback marketing"

    - era: "Scale Era"
      use_case: "Developer-focused sub-brand"

# Resurrect specific era DNA
/dna archaeology resurrect stripe.com --era "startup" --output stripe-retro.yaml

# Create remix combining eras
/dna archaeology remix stripe.com \
  --chromatic-from "2016" \
  --typography-from "2022" \
  --spatial-from "2019"

# Visual to audio
/dna synesthesia <profile> --to audio --output brand-soundscape.wav

# Visual to haptic patterns
/dna synesthesia <profile> --to haptic --device "apple-watch"

# Visual to olfactory descriptors
/dna synesthesia <profile> --to scent --format "perfumery-notes"

# Visual to tactile (material suggestions)
/dna synesthesia <profile> --to tactile

# Full sensory profile
/dna synesthesia <profile> --to all --output ./sensory-brand/

synaesthesia:
  source_profile: "acme-brand"
  translation_confidence: 0.82

  visual_essence:
    chromatic:
      primary: "#1E3A5F"
      temperature: 0.45
      saturation: 0.35
    emotion:
      primary: "trustworthy-approachable"
    motion:
      energy: 0.4
    texture:
      surface: "smooth"

  audio_translation:
    soundscape:
      ambient_base:
        description: "Warm pad with subtle digital undertones"
        frequency_center: "180Hz"  # From temperature (warm)
        texture: "smooth-digital"  # From texture.surface

      accent_elements:
        - type: "bell"
          character: "soft-metallic"
          reason: "From chromatic.accents - clean, professional"
        - type: "subtle-pulse"
          bpm: 72  # From motion.energy (calm)

      dynamics:
        range: "medium"  # From emotion.tension
        peaks: "gentle"

    notification_sounds:
      success:
        description: "Warm ascending tone, major key"
        duration: "0.4s"
        notes: ["C4", "E4", "G4"]

      error:
        description: "Soft descending, neutral"
        duration: "0.3s"
        notes: ["E4", "C4"]

      alert:
        description: "Gentle bell, single note"
        duration: "0.5s"

    voice_guidelines:
      timbre: "warm-mid"
      pace: "measured"
      pitch_range: "moderate"

    generated_assets:
      - "ambient-loop-60s.wav"
      - "notification-success.wav"
      - "notification-error.wav"
      - "hold-music-3min.wav"

  haptic_translation:
    devices:
      apple_watch:
        notification:
          type: "notification"
          intensity: 0.5  # From motion.energy
          sharpness: 0.3  # From shape.edges (rounded)

        success:
          type: "success"
          pattern: "soft-double-tap"

        progress:
          type: "continuous"
          wave: "sine"
          frequency: "smooth"

      game_controller:
        ambient_rumble: "low-subtle"
        impact_feedback: "medium-soft"

    patterns:
      "brand-signature":
        description: "Soft pulse, breathe-like rhythm"
        sequence: [0.3, 0.5, 0.8, 0.5, 0.3]  # Intensity over 1s
        loops: 2

  olfactory_translation:
    scent_profile:
      personality: "trustworthy-approachable-modern"

      top_notes:
        - note: "bergamot"
          reason: "From temperature (slightly warm, fresh)"
          intensity: 0.3
        - note: "green tea"
          reason: "From saturation (muted, clean)"
          intensity: 0.2

      heart_notes:
        - note: "cedar"
          reason: "From emotion (trustworthy, stable)"
          intensity: 0.4
        - note: "iris"
          reason: "From chromatic.primary (blue undertones)"
          intensity: 0.3

      base_notes:
        - note: "sandalwood"
          reason: "From texture (smooth, grounding)"
          intensity: 0.4
        - note: "amber"
          reason: "From motion (warm, subtle)"
          intensity: 0.2

      overall_family: "woody-aromatic"

    use_cases:
      retail_space: "Diffuser formula for brand stores"
      packaging: "Scented unboxing experience"
      candle_collab: "Branded candle specification"

  tactile_translation:
    material_recommendations:
      primary_surface:
        material: "brushed aluminum"
        finish: "soft-matte"
        reason: "Smooth texture + professional emotion"
        temperature: "neutral-cool"

      secondary_surface:
        material: "soft-touch polymer"
        finish: "velvet-matte"
        reason: "Approachable emotion"

      accent_material:
        material: "polished brass"
        finish: "subtle-shine"
        reason: "From accent color warmth"

    paper_stock:
      business_cards: "cotton 400gsm, soft-touch"
      stationery: "uncoated 120gsm, slight tooth"
      packaging: "recycled kraft, matte laminate"

    fabric_recommendations:
      primary: "brushed cotton"
      accent: "silk-blend"

  gustatory_hints:  # Taste associations for experiential marketing
    flavor_profile: "subtle-sophisticated"

    associations:
      - flavor: "dark chocolate (70%)"
        reason: "Professional depth with approachability"
      - flavor: "earl grey"
        reason: "Sophisticated, warm, trustworthy"
      - flavor: "sea salt"
        reason: "Clean, crisp accent"

    brand_collaboration_brief: |
      For food/beverage partnerships, lean toward:
      - Sophisticated but not pretentious
      - Warm undertones
      - Clean, quality ingredients
      - Subtle complexity over bold flavors

# Extract micro-fragments from profile
/dna micro extract <profile> --output ./fragments/

# View fragment library
/dna micro library

# Combine fragments from multiple sources
/dna micro combine \
  --color-from apple \
  --typography-from stripe \
  --motion-from linear \
  --output hybrid.yaml

# Find compatible fragments
/dna micro compatible <fragment-id>

# Fragment diff
/dna micro diff <fragment1> <fragment2>

micro_fragments:
  profile: "acme-brand"
  extraction_date: "2026-02-01"

  fragments:
    # Chromatic fragments
    - id: "frag_chrom_001"
      type: "chromatic.swatch"
      value:
        hex: "#1E3A5F"
        role: "primary"
        temperature: 0.45
        saturation: 0.35
      emotional_weight: 0.4
      compatibility_tags: ["professional", "trustworthy", "deep"]
      pairs_well_with: ["frag_chrom_002", "frag_typo_001"]
      conflicts_with: ["frag_chrom_warm_*"]

    - id: "frag_chrom_002"
      type: "chromatic.swatch"
      value:
        hex: "#0071E3"
        role: "accent"
        temperature: 0.5
        saturation: 0.65
      emotional_weight: 0.25
      compatibility_tags: ["action", "digital", "trust"]

    - id: "frag_chrom_003"
      type: "chromatic.gradient"
      value:
        stops: [
          {color: "#1E3A5F", position: 0},
          {color: "#2E4A6F", position: 100}
        ]
        angle: 135
      emotional_weight: 0.15
      compatibility_tags: ["depth", "subtle", "movement"]

    # Typography fragments
    - id: "frag_typo_001"
      type: "typography.pairing"
      value:
        headline:
          family: "Inter"
          weight: 600
          tracking: "-0.02em"
        body:
          family: "Inter"
          weight: 400
          tracking: "0"
      emotional_weight: 0.35
      compatibility_tags: ["neutral", "readable", "professional"]
      pairs_well_with: ["frag_chrom_*_muted"]

    - id: "frag_typo_002"
      type: "typography.scale"
      value:
        ratio: 1.25
        base: 16
        scale: [12, 14, 16, 20, 25, 31, 39]
      emotional_weight: 0.1

    # Spatial fragments
    - id: "frag_space_001"
      type: "spatial.rhythm"
      value:
        unit: 8
        scale: [4, 8, 12, 16, 24, 32, 48, 64]
        preferred_gaps: [16, 24, 32]
      emotional_weight: 0.2
      compatibility_tags: ["orderly", "breathable"]

    - id: "frag_space_002"
      type: "spatial.container"
      value:
        max_width: "1200px"
        padding:
          desktop: 64
          tablet: 32
          mobile: 16
        centering: true
      emotional_weight: 0.15

    # Motion fragments
    - id: "frag_motion_001"
      type: "motion.easing"
      value:
        default: "cubic-bezier(0.25, 0.1, 0.25, 1)"
        enter: "cubic-bezier(0, 0, 0.2, 1)"
        exit: "cubic-bezier(0.4, 0, 1, 1)"
        bounce: "cubic-bezier(0.34, 1.56, 0.64, 1)"
      emotional_weight: 0.2
      compatibility_tags: ["smooth", "professional"]

    - id: "frag_motion_002"
      type: "motion.duration"
      value:
        instant: 100
        fast: 200
        normal: 300
        slow: 500
        deliberate: 800
      emotional_weight: 0.1

    # Shape fragments
    - id: "frag_shape_001"
      type: "shape.radius"
      value:
        none: 0
        subtle: 4
        default: 8
        rounded: 12
        pill: 9999
      emotional_weight: 0.15
      compatibility_tags: ["friendly", "modern"]

    # Composite fragments
    - id: "frag_comp_button"
      type: "component.button"
      fragments: ["frag_chrom_002", "frag_typo_001", "frag_shape_001", "frag_motion_001"]
      value:
        padding: "12px 24px"
        border_radius: "default"
        transition: "all 200ms default"
        hover:
          transform: "translateY(-1px)"
          shadow: "0 4px 12px rgba(0,0,0,0.15)"
      emotional_weight: 0.3

  fragment_graph:
    # Compatibility relationships
    edges:
      - from: "frag_chrom_001"
        to: "frag_typo_001"
        strength: 0.92
        reason: "Both professional, neutral temperature"

      - from: "frag_motion_001"
        to: "frag_motion_002"
        strength: 1.0
        reason: "Designed as pair"

      - from: "frag_chrom_001"
        to: "frag_chrom_warm_*"
        strength: 0.3
        reason: "Temperature conflict"

  recombination_rules:
    required:
      - "At least one chromatic fragment"
      - "At least one typography fragment"

    recommendations:
      - "Match temperature across chromatic fragments"
      - "Pair easing with compatible duration"
      - "Consider emotional weight sum ~1.0 for balance"

# Run "what if" simulation
/dna simulate <profile> --scenario "what if we went dark mode first?"

# Explore branching futures
/dna simulate <profile> --branch 5 --horizon "2 years"

# A/B simulation (without running real test)
/dna simulate <profile> --ab-test "serif-headlines" --predict

# Counterfactual analysis
/dna simulate <profile> --counterfactual "what if we never adopted rounded corners?"

# Competitive simulation
/dna simulate <profile> --if-competitor "launches minimalist rebrand"

simulation:
  profile: "acme-brand"
  scenario: "what if we went dark mode first?"
  run_date: "2026-02-01"
  confidence: 0.74

  baseline:
    current_state: "light mode primary, dark mode option"
    current_metrics:
      user_satisfaction: 0.78
      engagement: 0.72
      accessibility_score: 0.89
      brand_recognition: 0.85

  simulated_change:
    chromatic.mode: "light" → "dark-first"
    chromatic.primary: "#1E3A5F" → "#E8E8E8"
    chromatic.background: "#FFFFFF" → "#0F0F1A"

  predicted_outcomes:
    immediate_effects:
      user_satisfaction:
        change: "+5-8%"
        confidence: 0.78
        rationale: "78% of target demographic prefers dark mode"

      engagement:
        change: "+3-6%"
        confidence: 0.71
        rationale: "Dark mode correlates with longer sessions (industry data)"

      accessibility:
        change: "-2%"
        confidence: 0.85
        rationale: "Some users need light mode; requires robust toggle"
        risk_mitigation: "Prominent theme toggle, system preference respect"

    6_month_effects:
      brand_recognition:
        change: "+2-4%"
        confidence: 0.65
        rationale: "Dark mode becoming associated with premium/tech-forward"

      developer_perception:
        change: "+12%"
        confidence: 0.82
        rationale: "Developer audience strongly prefers dark interfaces"

      competitor_differentiation:
        change: "+8%"
        confidence: 0.70
        rationale: "Only 2/5 direct competitors have dark-first approach"

    12_month_effects:
      market_positioning:
        change: "strengthened in tech-forward segment"
        confidence: 0.68

      design_debt:
        change: "+15% initial (dual-theme complexity)"
        recovery: "Normalizes by month 8 as team adapts"

  risks:
    - risk: "Alienate users who prefer light mode"
      probability: 0.25
      impact: "medium"
      mitigation: "Robust toggle, remember preference, system-aware"

    - risk: "Accessibility regression"
      probability: 0.30
      impact: "high"
      mitigation: "WCAG audit before launch, high-contrast option"

    - risk: "Implementation complexity"
      probability: 0.45
      impact: "medium"
      mitigation: "CSS custom properties, design token system"

  alternative_futures:
    - branch: "Stay light-first"
      probability_of_staleness: 0.65
      timeline: "18 months"

    - branch: "Dark-first (this scenario)"
      probability_of_success: 0.78
      key_success_factor: "Quality toggle UX"

    - branch: "Auto-switch based on time"
      probability_of_success: 0.82
      implementation_complexity: "high"
      user_delight_potential: "very high"

  recommendation:
    verdict: "PROCEED with dark-first"

    implementation_order:
      1: "Audit accessibility in dark mode"
      2: "Implement robust theme toggle"
      3: "Update design tokens for dual-theme"
      4: "10% rollout with monitoring"
      5: "Full rollout with feedback collection"

    success_metrics:
      - "Theme toggle usage > 15%"
      - "No accessibility complaints increase"
      - "Session duration maintained or improved"

  counterfactual_comparison:
    scenario: "What if we had done this 2 years ago?"

    missed_opportunity:
      brand_perception: "Would be 12% stronger in tech-forward positioning"
      developer_adoption: "Estimated +8% in developer segment"

    silver_lining:
      implementation_quality: "Better tooling available now"
      best_practices: "Learned from others' mistakes"

# Analyze emotional impact
/dna emotion analyze <profile>

# Map specific strand to emotions
/dna emotion map <profile> --strand chromatic

# Optimize for target emotion
/dna emotion optimize <profile> --target "trustworthy-innovative"

# Cultural emotion calibration
/dna emotion calibrate <profile> --culture "japanese"

# Emotion A/B test prediction
/dna emotion predict <profile> --change "warmer colors" --audience "gen-z"

emotional_resonance:
  profile: "acme-brand"
  analysis_date: "2026-02-01"

  primary_emotions:
    detected:
      - emotion: "trustworthy"
        strength: 0.82
        contributors:
          - strand: "chromatic.primary"
            contribution: 0.3
            mechanism: "Blue hues associated with stability and reliability"
          - strand: "typography.voice"
            contribution: 0.25
            mechanism: "Professional typeface signals competence"
          - strand: "spatial.whitespace"
            contribution: 0.15
            mechanism: "Generous space suggests confidence, not desperation"
          - strand: "motion.philosophy"
            contribution: 0.12
            mechanism: "Purposeful animation suggests intentionality"

      - emotion: "approachable"
        strength: 0.71
        contributors:
          - strand: "shape.edges"
            contribution: 0.35
            mechanism: "Rounded corners reduce perceived threat"
          - strand: "chromatic.temperature"
            contribution: 0.2
            mechanism: "Warmer tones feel inviting"
          - strand: "typography.weight_range"
            contribution: 0.16
            mechanism: "Lighter weights feel less imposing"

      - emotion: "innovative"
        strength: 0.58
        contributors:
          - strand: "motion.energy"
            contribution: 0.25
            mechanism: "Active interfaces suggest forward-thinking"
          - strand: "texture.depth"
            contribution: 0.18
            mechanism: "Layering suggests sophistication"

  emotion_gaps:
    - target: "innovative"
      current: 0.58
      desired: 0.75
      recommendations:
        - change: "Increase motion.energy by 0.15"
          expected_impact: "+0.08 innovative"
          trade_off: "-0.03 calm"
        - change: "Add subtle gradient to backgrounds"
          expected_impact: "+0.05 innovative"
          trade_off: "none significant"
        - change: "Introduce micro-interactions"
          expected_impact: "+0.07 innovative"
          trade_off: "+10ms interaction latency"

  cultural_calibration:
    western:
      trustworthy: 0.82
      approachable: 0.71
      innovative: 0.58

    japanese:
      trustworthy: 0.78  # Slightly lower - different trust signals
      approachable: 0.62  # Western warmth reads differently
      innovative: 0.65  # Higher - aesthetic aligns with Japanese design values
      refined: 0.72  # Additional positive detection

      cultural_notes:
        - "Whitespace (ma) resonates strongly with Japanese aesthetics"
        - "Blue trust association holds cross-culturally"
        - "Rounded corners read as 'kawaii' (cute) - may need adjustment for professional context"

    adjustments_for_japan:
      - "Consider sharper edges for B2B context"
      - "Reduce animation for cultural preference toward subtlety"
      - "Leverage whitespace as strength"

  emotion_strand_map:
    # How each strand affects emotions
    chromatic:
      temperature:
        warm: ["+welcoming", "+energetic", "-professional"]
        cool: ["+trustworthy", "+calm", "-approachable"]
      saturation:
        high: ["+energetic", "+young", "-sophisticated"]
        low: ["+sophisticated", "+calm", "-exciting"]

    typography:
      serif: ["+established", "+trustworthy", "-modern"]
      sans: ["+modern", "+clean", "-traditional"]
      weight_heavy: ["+bold", "+confident", "-approachable"]
      weight_light: ["+elegant", "+approachable", "-authoritative"]

    spatial:
      dense: ["+information-rich", "+efficient", "-calm"]
      spacious: ["+premium", "+calm", "+focused", "-efficient"]

    motion:
      high_energy: ["+exciting", "+innovative", "-calm", "-trustworthy"]
      low_energy: ["+calm", "+trustworthy", "-exciting"]
      bouncy: ["+playful", "+approachable", "-professional"]
      smooth: ["+professional", "+premium", "-playful"]

  neuro_aesthetic_basis:
    research_citations:
      - "Elliot & Maier (2014) - Color and psychological functioning"
      - "Lidwell et al. (2010) - Universal Principles of Design"
      - "Norman (2004) - Emotional Design"

    principles_applied:
      - principle: "Mere exposure effect"
        application: "Familiar typefaces increase trust"

      - principle: "Processing fluency"
        application: "High contrast improves perceived quality"

      - principle: "Gestalt principles"
        application: "Grouping creates sense of order → trust"

# Find related profiles
/dna memory related <profile> --depth 2

# Explore memory network
/dna memory explore <profile> --visualize

# Find common ancestors
/dna memory ancestors <profile1> <profile2>

# Trace influence path
/dna memory trace <source-profile> --to <target-profile>

# Discover unexpected connections
/dna memory serendipity <profile>

memory_network:
  profile: "acme-brand"
  network_updated: "2026-02-01"

  connections:
    direct_relatives:
      - profile: "stripe-2022"
        relationship: "sibling"
        shared_genes:
          - strand: "typography.voice"
            similarity: 0.89
          - strand: "spatial.whitespace"
            similarity: 0.85
          - strand: "emotion.primary"
            similarity: 0.78
        overall_similarity: 0.76

      - profile: "linear-2023"
        relationship: "cousin"
        shared_genes:
          - strand: "motion.philosophy"
            similarity: 0.92
          - strand: "chromatic.mode"
            similarity: 0.87
        overall_similarity: 0.68

    ancestors:
      - profile: "swiss-design-1960s"
        relationship: "ancestor"
        generation_distance: 4
        inherited_genes:
          - "spatial.grid: strict"
          - "typography.voice: functional"
          - "hierarchy.method: clear"
        influence_strength: 0.45

      - profile: "apple-2010s"
        relationship: "ancestor"
        generation_distance: 2
        inherited_genes:
          - "spatial.whitespace: extreme"
          - "shape.edges: rounded"
          - "emotion.primary: premium"
        influence_strength: 0.62

    descendants:
      - profile: "acme-mobile-2025"
        relationship: "child"
        mutations:
          - "spatial.density: +0.1 (mobile adaptation)"
          - "motion.energy: -0.1 (battery consideration)"

    unexpected_connections:
      - profile: "muji-identity"
        relationship: "convergent evolution"
        note: "No direct lineage but similar aesthetic conclusions"
        shared_philosophy: "simplicity, quality, intention"
        similarity: 0.71

      - profile: "braun-1960s"
        relationship: "distant influence"
        pathway: "braun → apple → acme"
        residual_genes: ["form-follows-function", "honest-materials"]

  influence_graph:
    # Who influenced whom
    nodes:
      - id: "bauhaus"
        era: "1920s"
        type: "movement"

      - id: "swiss-style"
        era: "1950s"
        type: "movement"

      - id: "apple-design"
        era: "2000s"
        type: "brand"

      - id: "stripe"
        era: "2010s"
        type: "brand"

      - id: "acme-brand"
        era: "2020s"
        type: "brand"

    edges:
      - from: "bauhaus"
        to: "swiss-style"
        genes: ["grid", "typography", "function"]

      - from: "swiss-style"
        to: "apple-design"
        genes: ["whitespace", "clarity", "minimalism"]

      - from: "apple-design"
        to: "stripe"
        genes: ["premium", "whitespace"]

      - from: "stripe"
        to: "acme-brand"
        genes: ["developer-aesthetic", "editorial"]

  serendipity_discoveries:
    - connection: "acme-brand ↔ studio-ghibli-2020s"
      unexpected_because: "Different industries (tech vs animation)"
      shared_genes:
        - "emotion.primary: approachable-quality"
        - "spatial.philosophy: breathing room"
      insight: "Both prioritize craft over trend, quality over flash"

    - connection: "acme-brand ↔ japanese-tea-ceremony"
      unexpected_because: "Different eras, cultures, mediums"
      shared_genes:
        - "spatial.intention: deliberate"
        - "motion.philosophy: purposeful"
        - "texture.honesty: true materials"
      insight: "Wabi-sabi principles manifest in digital minimalism"

# DNA Archaeology
/dna archaeology dig <url> --years <n>
/dna archaeology timeline <url> --visualize
/dna archaeology events <url>
/dna archaeology resurrect <url> --snapshot <date>|--era <name>
/dna archaeology compare <url> --then <date> --now
/dna archaeology remix <url> --<strand>-from <date>

# Synaesthetic Translation
/dna synesthesia <profile> --to <audio|haptic|scent|tactile|all>
/dna synesthesia <profile> --to audio --output <file>
/dna synesthesia <profile> --to scent --format perfumery-notes

# Micro-DNA Fragments
/dna micro extract <profile>
/dna micro library
/dna micro combine --<type>-from <source>
/dna micro compatible <fragment-id>
/dna micro diff <fragment1> <fragment2>

# DNA Simulation Theater
/dna simulate <profile> --scenario "<description>"
/dna simulate <profile> --branch <n> --horizon <time>
/dna simulate <profile> --ab-test <test-name> --predict
/dna simulate <profile> --counterfactual "<question>"
/dna simulate <profile> --if-competitor "<event>"

# Emotional Resonance Engine
/dna emotion analyze <profile>
/dna emotion map <profile> --strand <strand>
/dna emotion optimize <profile> --target "<emotions>"
/dna emotion calibrate <profile> --culture <culture>
/dna emotion predict <profile> --change "<change>" --audience <segment>

# DNA Memory Networks
/dna memory related <profile> --depth <n>
/dna memory explore <profile> --visualize
/dna memory ancestors <profile1> <profile2>
/dna memory trace <source> --to <target>
/dna memory serendipity <profile>