fix(cli): read version dynamically from package.json

- Remove hardcoded version string (was stuck at 1.9.0)
- Read version from package.json at runtime using ESM imports
- Bump version to 2.1.0

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

.agent/workflows/ui-ux-pro-max.md

@@ -1,8 +1,3 @@
----
-description: Plan and implement UI
-auto_execution_mode: 3
----
-
 # ui-ux-pro-max
 
 Comprehensive design guide for web and mobile applications. Contains 50+ styles, 97 color palettes, 57 font pairings, 99 UX guidelines, and 25 chart types across 9 technology stacks. Searchable database with priority-based recommendations.
@@ -65,6 +60,31 @@ This command:
 python3 .shared/ui-ux-pro-max/scripts/search.py "beauty spa wellness service" --design-system -p "Serenity Spa"
 ```
 
+### Step 2b: Persist Design System (Master + Overrides Pattern)
+
+To save the design system for hierarchical retrieval across sessions, add `--persist`:
+
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name"
+```
+
+This creates:
+- `design-system/MASTER.md` — Global Source of Truth with all design rules
+- `design-system/pages/` — Folder for page-specific overrides
+
+**With page-specific override:**
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name" --page "dashboard"
+```
+
+This also creates:
+- `design-system/pages/dashboard.md` — Page-specific deviations from Master
+
+**How hierarchical retrieval works:**
+1. When building a specific page (e.g., "Checkout"), first check `design-system/pages/checkout.md`
+2. If the page file exists, its rules **override** the Master file
+3. If not, use `design-system/MASTER.md` exclusively
+
 ### Step 3: Supplement with Detailed Searches (as needed)
 
 After getting the design system, use domain searches to get additional details:
@@ -91,8 +111,8 @@ Get implementation-specific best practices. If user doesn't specify a stack, **d
 python3 .shared/ui-ux-pro-max/scripts/search.py "<keyword>" --stack html-tailwind
 ```
 
-Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`
+Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`, `jetpack-compose`
-
+, `jetpack-compose`
 ---
 
 ## Search Reference
@@ -125,6 +145,7 @@ Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`
 | `react-native` | Components, Navigation, Lists |
 | `flutter` | Widgets, State, Layout, Theming |
 | `shadcn` | shadcn/ui components, theming, forms, patterns |
+| `jetpack-compose` | Composables, Modifiers, State Hoisting, Recomposition |
 
 ---
 

.claude-plugin/marketplace.json

@@ -0,0 +1,35 @@
+{
+  "name": "ui-ux-pro-max-skill",
+  "id": "ui-ux-pro-max-skill",
+  "owner": {
+    "name": "nextlevelbuilder"
+  },
+  "metadata": {
+    "description": "UI/UX design intelligence skill with 50 styles, 21 palettes, 50 font pairings, 20 charts, and 9 stack guidelines",
+    "version": "2.0.1"
+  },
+  "plugins": [
+    {
+      "name": "ui-ux-pro-max",
+      "source": "./",
+      "description": "Professional UI/UX design intelligence for AI coding assistants. Includes searchable databases of styles, colors, typography, charts, and UX guidelines for React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, and shadcn/ui.",
+      "version": "2.0.1",
+      "author": {
+        "name": "nextlevelbuilder"
+      },
+      "keywords": [
+        "ui",
+        "ux",
+        "design",
+        "styles",
+        "typography",
+        "color-palette",
+        "accessibility",
+        "charts",
+        "components"
+      ],
+      "category": "design",
+      "strict": false
+    }
+  ]
+}

.claude/skills/ui-ux-pro-max/scripts/design_system.py

@@ -1,487 +0,0 @@
-#!/usr/bin/env python3
-# -*- coding: utf-8 -*-
-"""
-Design System Generator - Aggregates search results and applies reasoning
-to generate comprehensive design system recommendations.
-
-Usage:
-    from design_system import generate_design_system
-    result = generate_design_system("SaaS dashboard", "My Project")
-"""
-
-import csv
-import json
-from pathlib import Path
-from core import search, DATA_DIR
-
-
-# ============ CONFIGURATION ============
-REASONING_FILE = "ui-reasoning.csv"
-
-SEARCH_CONFIG = {
-    "product": {"max_results": 1},
-    "style": {"max_results": 3},
-    "color": {"max_results": 2},
-    "landing": {"max_results": 2},
-    "typography": {"max_results": 2}
-}
-
-
-# ============ DESIGN SYSTEM GENERATOR ============
-class DesignSystemGenerator:
-    """Generates design system recommendations from aggregated searches."""
-
-    def __init__(self):
-        self.reasoning_data = self._load_reasoning()
-
-    def _load_reasoning(self) -> list:
-        """Load reasoning rules from CSV."""
-        filepath = DATA_DIR / REASONING_FILE
-        if not filepath.exists():
-            return []
-        with open(filepath, 'r', encoding='utf-8') as f:
-            return list(csv.DictReader(f))
-
-    def _multi_domain_search(self, query: str, style_priority: list = None) -> dict:
-        """Execute searches across multiple domains."""
-        results = {}
-        for domain, config in SEARCH_CONFIG.items():
-            if domain == "style" and style_priority:
-                # For style, also search with priority keywords
-                priority_query = " ".join(style_priority[:2]) if style_priority else query
-                combined_query = f"{query} {priority_query}"
-                results[domain] = search(combined_query, domain, config["max_results"])
-            else:
-                results[domain] = search(query, domain, config["max_results"])
-        return results
-
-    def _find_reasoning_rule(self, category: str) -> dict:
-        """Find matching reasoning rule for a category."""
-        category_lower = category.lower()
-
-        # Try exact match first
-        for rule in self.reasoning_data:
-            if rule.get("UI_Category", "").lower() == category_lower:
-                return rule
-
-        # Try partial match
-        for rule in self.reasoning_data:
-            ui_cat = rule.get("UI_Category", "").lower()
-            if ui_cat in category_lower or category_lower in ui_cat:
-                return rule
-
-        # Try keyword match
-        for rule in self.reasoning_data:
-            ui_cat = rule.get("UI_Category", "").lower()
-            keywords = ui_cat.replace("/", " ").replace("-", " ").split()
-            if any(kw in category_lower for kw in keywords):
-                return rule
-
-        return {}
-
-    def _apply_reasoning(self, category: str, search_results: dict) -> dict:
-        """Apply reasoning rules to search results."""
-        rule = self._find_reasoning_rule(category)
-
-        if not rule:
-            return {
-                "pattern": "Hero + Features + CTA",
-                "style_priority": ["Minimalism", "Flat Design"],
-                "color_mood": "Professional",
-                "typography_mood": "Clean",
-                "key_effects": "Subtle hover transitions",
-                "anti_patterns": "",
-                "decision_rules": {},
-                "severity": "MEDIUM"
-            }
-
-        # Parse decision rules JSON
-        decision_rules = {}
-        try:
-            decision_rules = json.loads(rule.get("Decision_Rules", "{}"))
-        except json.JSONDecodeError:
-            pass
-
-        return {
-            "pattern": rule.get("Recommended_Pattern", ""),
-            "style_priority": [s.strip() for s in rule.get("Style_Priority", "").split("+")],
-            "color_mood": rule.get("Color_Mood", ""),
-            "typography_mood": rule.get("Typography_Mood", ""),
-            "key_effects": rule.get("Key_Effects", ""),
-            "anti_patterns": rule.get("Anti_Patterns", ""),
-            "decision_rules": decision_rules,
-            "severity": rule.get("Severity", "MEDIUM")
-        }
-
-    def _select_best_match(self, results: list, priority_keywords: list) -> dict:
-        """Select best matching result based on priority keywords."""
-        if not results:
-            return {}
-
-        if not priority_keywords:
-            return results[0]
-
-        # First: try exact style name match
-        for priority in priority_keywords:
-            priority_lower = priority.lower().strip()
-            for result in results:
-                style_name = result.get("Style Category", "").lower()
-                if priority_lower in style_name or style_name in priority_lower:
-                    return result
-
-        # Second: score by keyword match in all fields
-        scored = []
-        for result in results:
-            result_str = str(result).lower()
-            score = 0
-            for kw in priority_keywords:
-                kw_lower = kw.lower().strip()
-                # Higher score for style name match
-                if kw_lower in result.get("Style Category", "").lower():
-                    score += 10
-                # Lower score for keyword field match
-                elif kw_lower in result.get("Keywords", "").lower():
-                    score += 3
-                # Even lower for other field matches
-                elif kw_lower in result_str:
-                    score += 1
-            scored.append((score, result))
-
-        scored.sort(key=lambda x: x[0], reverse=True)
-        return scored[0][1] if scored and scored[0][0] > 0 else results[0]
-
-    def _extract_results(self, search_result: dict) -> list:
-        """Extract results list from search result dict."""
-        return search_result.get("results", [])
-
-    def generate(self, query: str, project_name: str = None) -> dict:
-        """Generate complete design system recommendation."""
-        # Step 1: First search product to get category
-        product_result = search(query, "product", 1)
-        product_results = product_result.get("results", [])
-        category = "General"
-        if product_results:
-            category = product_results[0].get("Product Type", "General")
-
-        # Step 2: Get reasoning rules for this category
-        reasoning = self._apply_reasoning(category, {})
-        style_priority = reasoning.get("style_priority", [])
-
-        # Step 3: Multi-domain search with style priority hints
-        search_results = self._multi_domain_search(query, style_priority)
-        search_results["product"] = product_result  # Reuse product search
-
-        # Step 4: Select best matches from each domain using priority
-        style_results = self._extract_results(search_results.get("style", {}))
-        color_results = self._extract_results(search_results.get("color", {}))
-        typography_results = self._extract_results(search_results.get("typography", {}))
-        landing_results = self._extract_results(search_results.get("landing", {}))
-
-        best_style = self._select_best_match(style_results, reasoning.get("style_priority", []))
-        best_color = color_results[0] if color_results else {}
-        best_typography = typography_results[0] if typography_results else {}
-        best_landing = landing_results[0] if landing_results else {}
-
-        # Step 5: Build final recommendation
-        # Combine effects from both reasoning and style search
-        style_effects = best_style.get("Effects & Animation", "")
-        reasoning_effects = reasoning.get("key_effects", "")
-        combined_effects = style_effects if style_effects else reasoning_effects
-
-        return {
-            "project_name": project_name or query.upper(),
-            "category": category,
-            "pattern": {
-                "name": best_landing.get("Pattern Name", reasoning.get("pattern", "Hero + Features + CTA")),
-                "sections": best_landing.get("Section Order", "Hero > Features > CTA"),
-                "cta_placement": best_landing.get("Primary CTA Placement", "Above fold"),
-                "color_strategy": best_landing.get("Color Strategy", ""),
-                "conversion": best_landing.get("Conversion Optimization", "")
-            },
-            "style": {
-                "name": best_style.get("Style Category", "Minimalism"),
-                "type": best_style.get("Type", "General"),
-                "effects": style_effects,
-                "keywords": best_style.get("Keywords", ""),
-                "best_for": best_style.get("Best For", ""),
-                "performance": best_style.get("Performance", ""),
-                "accessibility": best_style.get("Accessibility", "")
-            },
-            "colors": {
-                "primary": best_color.get("Primary (Hex)", "#2563EB"),
-                "secondary": best_color.get("Secondary (Hex)", "#3B82F6"),
-                "cta": best_color.get("CTA (Hex)", "#F97316"),
-                "background": best_color.get("Background (Hex)", "#F8FAFC"),
-                "text": best_color.get("Text (Hex)", "#1E293B"),
-                "notes": best_color.get("Notes", "")
-            },
-            "typography": {
-                "heading": best_typography.get("Heading Font", "Inter"),
-                "body": best_typography.get("Body Font", "Inter"),
-                "mood": best_typography.get("Mood/Style Keywords", reasoning.get("typography_mood", "")),
-                "best_for": best_typography.get("Best For", ""),
-                "google_fonts_url": best_typography.get("Google Fonts URL", ""),
-                "css_import": best_typography.get("CSS Import", "")
-            },
-            "key_effects": combined_effects,
-            "anti_patterns": reasoning.get("anti_patterns", ""),
-            "decision_rules": reasoning.get("decision_rules", {}),
-            "severity": reasoning.get("severity", "MEDIUM")
-        }
-
-
-# ============ OUTPUT FORMATTERS ============
-BOX_WIDTH = 90  # Wider box for more content
-
-def format_ascii_box(design_system: dict) -> str:
-    """Format design system as ASCII box with emojis (MCP-style)."""
-    project = design_system.get("project_name", "PROJECT")
-    pattern = design_system.get("pattern", {})
-    style = design_system.get("style", {})
-    colors = design_system.get("colors", {})
-    typography = design_system.get("typography", {})
-    effects = design_system.get("key_effects", "")
-    anti_patterns = design_system.get("anti_patterns", "")
-
-    def wrap_text(text: str, prefix: str, width: int) -> list:
-        """Wrap long text into multiple lines."""
-        if not text:
-            return []
-        words = text.split()
-        lines = []
-        current_line = prefix
-        for word in words:
-            if len(current_line) + len(word) + 1 <= width - 2:
-                current_line += (" " if current_line != prefix else "") + word
-            else:
-                if current_line != prefix:
-                    lines.append(current_line)
-                current_line = prefix + word
-        if current_line != prefix:
-            lines.append(current_line)
-        return lines
-
-    # Build sections from pattern
-    sections = pattern.get("sections", "").split(">")
-    sections = [s.strip() for s in sections if s.strip()]
-
-    # Build output lines
-    lines = []
-    w = BOX_WIDTH - 1
-
-    lines.append("+" + "-" * w + "+")
-    lines.append(f"|  TARGET: {project} - RECOMMENDED DESIGN SYSTEM".ljust(BOX_WIDTH) + "|")
-    lines.append("+" + "-" * w + "+")
-    lines.append("|" + " " * BOX_WIDTH + "|")
-
-    # Pattern section
-    lines.append(f"|  PATTERN: {pattern.get('name', '')}".ljust(BOX_WIDTH) + "|")
-    if pattern.get('conversion'):
-        lines.append(f"|     Conversion: {pattern.get('conversion', '')}".ljust(BOX_WIDTH) + "|")
-    if pattern.get('cta_placement'):
-        lines.append(f"|     CTA: {pattern.get('cta_placement', '')}".ljust(BOX_WIDTH) + "|")
-    lines.append("|     Sections:".ljust(BOX_WIDTH) + "|")
-    for i, section in enumerate(sections, 1):
-        lines.append(f"|       {i}. {section}".ljust(BOX_WIDTH) + "|")
-    lines.append("|" + " " * BOX_WIDTH + "|")
-
-    # Style section
-    lines.append(f"|  STYLE: {style.get('name', '')}".ljust(BOX_WIDTH) + "|")
-    if style.get("keywords"):
-        for line in wrap_text(f"Keywords: {style.get('keywords', '')}", "|     ", BOX_WIDTH):
-            lines.append(line.ljust(BOX_WIDTH) + "|")
-    if style.get("best_for"):
-        for line in wrap_text(f"Best For: {style.get('best_for', '')}", "|     ", BOX_WIDTH):
-            lines.append(line.ljust(BOX_WIDTH) + "|")
-    if style.get("performance") or style.get("accessibility"):
-        perf_a11y = f"Performance: {style.get('performance', '')} | Accessibility: {style.get('accessibility', '')}"
-        lines.append(f"|     {perf_a11y}".ljust(BOX_WIDTH) + "|")
-    lines.append("|" + " " * BOX_WIDTH + "|")
-
-    # Colors section
-    lines.append("|  COLORS:".ljust(BOX_WIDTH) + "|")
-    lines.append(f"|     Primary:    {colors.get('primary', '')}".ljust(BOX_WIDTH) + "|")
-    lines.append(f"|     Secondary:  {colors.get('secondary', '')}".ljust(BOX_WIDTH) + "|")
-    lines.append(f"|     CTA:        {colors.get('cta', '')}".ljust(BOX_WIDTH) + "|")
-    lines.append(f"|     Background: {colors.get('background', '')}".ljust(BOX_WIDTH) + "|")
-    lines.append(f"|     Text:       {colors.get('text', '')}".ljust(BOX_WIDTH) + "|")
-    if colors.get("notes"):
-        for line in wrap_text(f"Notes: {colors.get('notes', '')}", "|     ", BOX_WIDTH):
-            lines.append(line.ljust(BOX_WIDTH) + "|")
-    lines.append("|" + " " * BOX_WIDTH + "|")
-
-    # Typography section
-    lines.append(f"|  TYPOGRAPHY: {typography.get('heading', '')} / {typography.get('body', '')}".ljust(BOX_WIDTH) + "|")
-    if typography.get("mood"):
-        for line in wrap_text(f"Mood: {typography.get('mood', '')}", "|     ", BOX_WIDTH):
-            lines.append(line.ljust(BOX_WIDTH) + "|")
-    if typography.get("best_for"):
-        for line in wrap_text(f"Best For: {typography.get('best_for', '')}", "|     ", BOX_WIDTH):
-            lines.append(line.ljust(BOX_WIDTH) + "|")
-    if typography.get("google_fonts_url"):
-        lines.append(f"|     Google Fonts: {typography.get('google_fonts_url', '')}".ljust(BOX_WIDTH) + "|")
-    if typography.get("css_import"):
-        lines.append(f"|     CSS Import: {typography.get('css_import', '')[:70]}...".ljust(BOX_WIDTH) + "|")
-    lines.append("|" + " " * BOX_WIDTH + "|")
-
-    # Key Effects section
-    if effects:
-        lines.append("|  KEY EFFECTS:".ljust(BOX_WIDTH) + "|")
-        for line in wrap_text(effects, "|     ", BOX_WIDTH):
-            lines.append(line.ljust(BOX_WIDTH) + "|")
-        lines.append("|" + " " * BOX_WIDTH + "|")
-
-    # Anti-patterns section
-    if anti_patterns:
-        lines.append("|  AVOID (Anti-patterns):".ljust(BOX_WIDTH) + "|")
-        for line in wrap_text(anti_patterns, "|     ", BOX_WIDTH):
-            lines.append(line.ljust(BOX_WIDTH) + "|")
-        lines.append("|" + " " * BOX_WIDTH + "|")
-
-    # Pre-Delivery Checklist section
-    lines.append("|  PRE-DELIVERY CHECKLIST:".ljust(BOX_WIDTH) + "|")
-    checklist_items = [
-        "[ ] No emojis as icons (use SVG: Heroicons/Lucide)",
-        "[ ] cursor-pointer on all clickable elements",
-        "[ ] Hover states with smooth transitions (150-300ms)",
-        "[ ] Light mode: text contrast 4.5:1 minimum",
-        "[ ] Focus states visible for keyboard nav",
-        "[ ] prefers-reduced-motion respected",
-        "[ ] Responsive: 375px, 768px, 1024px, 1440px"
-    ]
-    for item in checklist_items:
-        lines.append(f"|     {item}".ljust(BOX_WIDTH) + "|")
-    lines.append("|" + " " * BOX_WIDTH + "|")
-
-    lines.append("+" + "-" * w + "+")
-
-    return "\n".join(lines)
-
-
-def format_markdown(design_system: dict) -> str:
-    """Format design system as markdown."""
-    project = design_system.get("project_name", "PROJECT")
-    pattern = design_system.get("pattern", {})
-    style = design_system.get("style", {})
-    colors = design_system.get("colors", {})
-    typography = design_system.get("typography", {})
-    effects = design_system.get("key_effects", "")
-    anti_patterns = design_system.get("anti_patterns", "")
-
-    lines = []
-    lines.append(f"## Design System: {project}")
-    lines.append("")
-
-    # Pattern section
-    lines.append("### Pattern")
-    lines.append(f"- **Name:** {pattern.get('name', '')}")
-    if pattern.get('conversion'):
-        lines.append(f"- **Conversion Focus:** {pattern.get('conversion', '')}")
-    if pattern.get('cta_placement'):
-        lines.append(f"- **CTA Placement:** {pattern.get('cta_placement', '')}")
-    if pattern.get('color_strategy'):
-        lines.append(f"- **Color Strategy:** {pattern.get('color_strategy', '')}")
-    lines.append(f"- **Sections:** {pattern.get('sections', '')}")
-    lines.append("")
-
-    # Style section
-    lines.append("### Style")
-    lines.append(f"- **Name:** {style.get('name', '')}")
-    if style.get('keywords'):
-        lines.append(f"- **Keywords:** {style.get('keywords', '')}")
-    if style.get('best_for'):
-        lines.append(f"- **Best For:** {style.get('best_for', '')}")
-    if style.get('performance') or style.get('accessibility'):
-        lines.append(f"- **Performance:** {style.get('performance', '')} | **Accessibility:** {style.get('accessibility', '')}")
-    lines.append("")
-
-    # Colors section
-    lines.append("### Colors")
-    lines.append(f"| Role | Hex |")
-    lines.append(f"|------|-----|")
-    lines.append(f"| Primary | {colors.get('primary', '')} |")
-    lines.append(f"| Secondary | {colors.get('secondary', '')} |")
-    lines.append(f"| CTA | {colors.get('cta', '')} |")
-    lines.append(f"| Background | {colors.get('background', '')} |")
-    lines.append(f"| Text | {colors.get('text', '')} |")
-    if colors.get("notes"):
-        lines.append(f"\n*Notes: {colors.get('notes', '')}*")
-    lines.append("")
-
-    # Typography section
-    lines.append("### Typography")
-    lines.append(f"- **Heading:** {typography.get('heading', '')}")
-    lines.append(f"- **Body:** {typography.get('body', '')}")
-    if typography.get("mood"):
-        lines.append(f"- **Mood:** {typography.get('mood', '')}")
-    if typography.get("best_for"):
-        lines.append(f"- **Best For:** {typography.get('best_for', '')}")
-    if typography.get("google_fonts_url"):
-        lines.append(f"- **Google Fonts:** {typography.get('google_fonts_url', '')}")
-    if typography.get("css_import"):
-        lines.append(f"- **CSS Import:**")
-        lines.append(f"```css")
-        lines.append(f"{typography.get('css_import', '')}")
-        lines.append(f"```")
-    lines.append("")
-
-    # Key Effects section
-    if effects:
-        lines.append("### Key Effects")
-        lines.append(f"{effects}")
-        lines.append("")
-
-    # Anti-patterns section
-    if anti_patterns:
-        lines.append("### Avoid (Anti-patterns)")
-        lines.append(f"- {anti_patterns.replace(' + ', '\n- ')}")
-        lines.append("")
-
-    # Pre-Delivery Checklist section
-    lines.append("### Pre-Delivery Checklist")
-    lines.append("- [ ] No emojis as icons (use SVG: Heroicons/Lucide)")
-    lines.append("- [ ] cursor-pointer on all clickable elements")
-    lines.append("- [ ] Hover states with smooth transitions (150-300ms)")
-    lines.append("- [ ] Light mode: text contrast 4.5:1 minimum")
-    lines.append("- [ ] Focus states visible for keyboard nav")
-    lines.append("- [ ] prefers-reduced-motion respected")
-    lines.append("- [ ] Responsive: 375px, 768px, 1024px, 1440px")
-    lines.append("")
-
-    return "\n".join(lines)
-
-
-# ============ MAIN ENTRY POINT ============
-def generate_design_system(query: str, project_name: str = None, output_format: str = "ascii") -> str:
-    """
-    Main entry point for design system generation.
-
-    Args:
-        query: Search query (e.g., "SaaS dashboard", "e-commerce luxury")
-        project_name: Optional project name for output header
-        output_format: "ascii" (default) or "markdown"
-
-    Returns:
-        Formatted design system string
-    """
-    generator = DesignSystemGenerator()
-    design_system = generator.generate(query, project_name)
-
-    if output_format == "markdown":
-        return format_markdown(design_system)
-    return format_ascii_box(design_system)
-
-
-# ============ CLI SUPPORT ============
-if __name__ == "__main__":
-    import argparse
-
-    parser = argparse.ArgumentParser(description="Generate Design System")
-    parser.add_argument("query", help="Search query (e.g., 'SaaS dashboard')")
-    parser.add_argument("--project-name", "-p", type=str, default=None, help="Project name")
-    parser.add_argument("--format", "-f", choices=["ascii", "markdown"], default="ascii", help="Output format")
-
-    args = parser.parse_args()
-
-    result = generate_design_system(args.query, args.project_name, args.format)
-    print(result)

.codex/skills/ui-ux-pro-max/scripts/design_system.py

@@ -7,10 +7,16 @@ to generate comprehensive design system recommendations.
 Usage:
     from design_system import generate_design_system
     result = generate_design_system("SaaS dashboard", "My Project")
+    
+    # With persistence (Master + Overrides pattern)
+    result = generate_design_system("SaaS dashboard", "My Project", persist=True)
+    result = generate_design_system("SaaS dashboard", "My Project", persist=True, page="dashboard")
 """
 
 import csv
 import json
+import os
+from datetime import datetime
 from pathlib import Path
 from core import search, DATA_DIR
 
@@ -338,6 +344,21 @@ def format_ascii_box(design_system: dict) -> str:
             lines.append(line.ljust(BOX_WIDTH) + "|")
         lines.append("|" + " " * BOX_WIDTH + "|")
 
+    # Pre-Delivery Checklist section
+    lines.append("|  PRE-DELIVERY CHECKLIST:".ljust(BOX_WIDTH) + "|")
+    checklist_items = [
+        "[ ] No emojis as icons (use SVG: Heroicons/Lucide)",
+        "[ ] cursor-pointer on all clickable elements",
+        "[ ] Hover states with smooth transitions (150-300ms)",
+        "[ ] Light mode: text contrast 4.5:1 minimum",
+        "[ ] Focus states visible for keyboard nav",
+        "[ ] prefers-reduced-motion respected",
+        "[ ] Responsive: 375px, 768px, 1024px, 1440px"
+    ]
+    for item in checklist_items:
+        lines.append(f"|     {item}".ljust(BOX_WIDTH) + "|")
+    lines.append("|" + " " * BOX_WIDTH + "|")
+
     lines.append("+" + "-" * w + "+")
 
     return "\n".join(lines)
@@ -422,11 +443,23 @@ def format_markdown(design_system: dict) -> str:
         lines.append(f"- {anti_patterns.replace(' + ', '\n- ')}")
         lines.append("")
 
+    # Pre-Delivery Checklist section
+    lines.append("### Pre-Delivery Checklist")
+    lines.append("- [ ] No emojis as icons (use SVG: Heroicons/Lucide)")
+    lines.append("- [ ] cursor-pointer on all clickable elements")
+    lines.append("- [ ] Hover states with smooth transitions (150-300ms)")
+    lines.append("- [ ] Light mode: text contrast 4.5:1 minimum")
+    lines.append("- [ ] Focus states visible for keyboard nav")
+    lines.append("- [ ] prefers-reduced-motion respected")
+    lines.append("- [ ] Responsive: 375px, 768px, 1024px, 1440px")
+    lines.append("")
+
     return "\n".join(lines)
 
 
 # ============ MAIN ENTRY POINT ============
-def generate_design_system(query: str, project_name: str = None, output_format: str = "ascii") -> str:
+def generate_design_system(query: str, project_name: str = None, output_format: str = "ascii", 
+                           persist: bool = False, page: str = None, output_dir: str = None) -> str:
     """
     Main entry point for design system generation.
 
@@ -434,6 +467,9 @@ def generate_design_system(query: str, project_name: str = None, output_format:
         query: Search query (e.g., "SaaS dashboard", "e-commerce luxury")
         project_name: Optional project name for output header
         output_format: "ascii" (default) or "markdown"
+        persist: If True, save design system to design-system/ folder
+        page: Optional page name for page-specific override file
+        output_dir: Optional output directory (defaults to current working directory)
 
     Returns:
         Formatted design system string
@@ -441,11 +477,580 @@ def generate_design_system(query: str, project_name: str = None, output_format:
     generator = DesignSystemGenerator()
     design_system = generator.generate(query, project_name)
     
+    # Persist to files if requested
+    if persist:
+        persist_design_system(design_system, page, output_dir, query)
+
     if output_format == "markdown":
         return format_markdown(design_system)
     return format_ascii_box(design_system)
 
 
+# ============ PERSISTENCE FUNCTIONS ============
+def persist_design_system(design_system: dict, page: str = None, output_dir: str = None, page_query: str = None) -> dict:
+    """
+    Persist design system to design-system/<project>/ folder using Master + Overrides pattern.
+    
+    Args:
+        design_system: The generated design system dictionary
+        page: Optional page name for page-specific override file
+        output_dir: Optional output directory (defaults to current working directory)
+        page_query: Optional query string for intelligent page override generation
+    
+    Returns:
+        dict with created file paths and status
+    """
+    base_dir = Path(output_dir) if output_dir else Path.cwd()
+    
+    # Use project name for project-specific folder
+    project_name = design_system.get("project_name", "default")
+    project_slug = project_name.lower().replace(' ', '-')
+    
+    design_system_dir = base_dir / "design-system" / project_slug
+    pages_dir = design_system_dir / "pages"
+    
+    created_files = []
+    
+    # Create directories
+    design_system_dir.mkdir(parents=True, exist_ok=True)
+    pages_dir.mkdir(parents=True, exist_ok=True)
+    
+    master_file = design_system_dir / "MASTER.md"
+    
+    # Generate and write MASTER.md
+    master_content = format_master_md(design_system)
+    with open(master_file, 'w', encoding='utf-8') as f:
+        f.write(master_content)
+    created_files.append(str(master_file))
+    
+    # If page is specified, create page override file with intelligent content
+    if page:
+        page_file = pages_dir / f"{page.lower().replace(' ', '-')}.md"
+        page_content = format_page_override_md(design_system, page, page_query)
+        with open(page_file, 'w', encoding='utf-8') as f:
+            f.write(page_content)
+        created_files.append(str(page_file))
+    
+    return {
+        "status": "success",
+        "design_system_dir": str(design_system_dir),
+        "created_files": created_files
+    }
+
+
+def format_master_md(design_system: dict) -> str:
+    """Format design system as MASTER.md with hierarchical override logic."""
+    project = design_system.get("project_name", "PROJECT")
+    pattern = design_system.get("pattern", {})
+    style = design_system.get("style", {})
+    colors = design_system.get("colors", {})
+    typography = design_system.get("typography", {})
+    effects = design_system.get("key_effects", "")
+    anti_patterns = design_system.get("anti_patterns", "")
+    
+    timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+    
+    lines = []
+    
+    # Logic header
+    lines.append("# Design System Master File")
+    lines.append("")
+    lines.append("> **LOGIC:** When building a specific page, first check `design-system/pages/[page-name].md`.")
+    lines.append("> If that file exists, its rules **override** this Master file.")
+    lines.append("> If not, strictly follow the rules below.")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    lines.append(f"**Project:** {project}")
+    lines.append(f"**Generated:** {timestamp}")
+    lines.append(f"**Category:** {design_system.get('category', 'General')}")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    
+    # Global Rules section
+    lines.append("## Global Rules")
+    lines.append("")
+    
+    # Color Palette
+    lines.append("### Color Palette")
+    lines.append("")
+    lines.append("| Role | Hex | CSS Variable |")
+    lines.append("|------|-----|--------------|")
+    lines.append(f"| Primary | `{colors.get('primary', '#2563EB')}` | `--color-primary` |")
+    lines.append(f"| Secondary | `{colors.get('secondary', '#3B82F6')}` | `--color-secondary` |")
+    lines.append(f"| CTA/Accent | `{colors.get('cta', '#F97316')}` | `--color-cta` |")
+    lines.append(f"| Background | `{colors.get('background', '#F8FAFC')}` | `--color-background` |")
+    lines.append(f"| Text | `{colors.get('text', '#1E293B')}` | `--color-text` |")
+    lines.append("")
+    if colors.get("notes"):
+        lines.append(f"**Color Notes:** {colors.get('notes', '')}")
+        lines.append("")
+    
+    # Typography
+    lines.append("### Typography")
+    lines.append("")
+    lines.append(f"- **Heading Font:** {typography.get('heading', 'Inter')}")
+    lines.append(f"- **Body Font:** {typography.get('body', 'Inter')}")
+    if typography.get("mood"):
+        lines.append(f"- **Mood:** {typography.get('mood', '')}")
+    if typography.get("google_fonts_url"):
+        lines.append(f"- **Google Fonts:** [{typography.get('heading', '')} + {typography.get('body', '')}]({typography.get('google_fonts_url', '')})")
+    lines.append("")
+    if typography.get("css_import"):
+        lines.append("**CSS Import:**")
+        lines.append("```css")
+        lines.append(typography.get("css_import", ""))
+        lines.append("```")
+        lines.append("")
+    
+    # Spacing Variables
+    lines.append("### Spacing Variables")
+    lines.append("")
+    lines.append("| Token | Value | Usage |")
+    lines.append("|-------|-------|-------|")
+    lines.append("| `--space-xs` | `4px` / `0.25rem` | Tight gaps |")
+    lines.append("| `--space-sm` | `8px` / `0.5rem` | Icon gaps, inline spacing |")
+    lines.append("| `--space-md` | `16px` / `1rem` | Standard padding |")
+    lines.append("| `--space-lg` | `24px` / `1.5rem` | Section padding |")
+    lines.append("| `--space-xl` | `32px` / `2rem` | Large gaps |")
+    lines.append("| `--space-2xl` | `48px` / `3rem` | Section margins |")
+    lines.append("| `--space-3xl` | `64px` / `4rem` | Hero padding |")
+    lines.append("")
+    
+    # Shadow Depths
+    lines.append("### Shadow Depths")
+    lines.append("")
+    lines.append("| Level | Value | Usage |")
+    lines.append("|-------|-------|-------|")
+    lines.append("| `--shadow-sm` | `0 1px 2px rgba(0,0,0,0.05)` | Subtle lift |")
+    lines.append("| `--shadow-md` | `0 4px 6px rgba(0,0,0,0.1)` | Cards, buttons |")
+    lines.append("| `--shadow-lg` | `0 10px 15px rgba(0,0,0,0.1)` | Modals, dropdowns |")
+    lines.append("| `--shadow-xl` | `0 20px 25px rgba(0,0,0,0.15)` | Hero images, featured cards |")
+    lines.append("")
+    
+    # Component Specs section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Component Specs")
+    lines.append("")
+    
+    # Buttons
+    lines.append("### Buttons")
+    lines.append("")
+    lines.append("```css")
+    lines.append("/* Primary Button */")
+    lines.append(".btn-primary {")
+    lines.append(f"  background: {colors.get('cta', '#F97316')};")
+    lines.append("  color: white;")
+    lines.append("  padding: 12px 24px;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-weight: 600;")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".btn-primary:hover {")
+    lines.append("  opacity: 0.9;")
+    lines.append("  transform: translateY(-1px);")
+    lines.append("}")
+    lines.append("")
+    lines.append("/* Secondary Button */")
+    lines.append(".btn-secondary {")
+    lines.append(f"  background: transparent;")
+    lines.append(f"  color: {colors.get('primary', '#2563EB')};")
+    lines.append(f"  border: 2px solid {colors.get('primary', '#2563EB')};")
+    lines.append("  padding: 12px 24px;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-weight: 600;")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Cards
+    lines.append("### Cards")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".card {")
+    lines.append(f"  background: {colors.get('background', '#FFFFFF')};")
+    lines.append("  border-radius: 12px;")
+    lines.append("  padding: 24px;")
+    lines.append("  box-shadow: var(--shadow-md);")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".card:hover {")
+    lines.append("  box-shadow: var(--shadow-lg);")
+    lines.append("  transform: translateY(-2px);")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Inputs
+    lines.append("### Inputs")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".input {")
+    lines.append("  padding: 12px 16px;")
+    lines.append("  border: 1px solid #E2E8F0;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-size: 16px;")
+    lines.append("  transition: border-color 200ms ease;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".input:focus {")
+    lines.append(f"  border-color: {colors.get('primary', '#2563EB')};")
+    lines.append("  outline: none;")
+    lines.append(f"  box-shadow: 0 0 0 3px {colors.get('primary', '#2563EB')}20;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Modals
+    lines.append("### Modals")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".modal-overlay {")
+    lines.append("  background: rgba(0, 0, 0, 0.5);")
+    lines.append("  backdrop-filter: blur(4px);")
+    lines.append("}")
+    lines.append("")
+    lines.append(".modal {")
+    lines.append("  background: white;")
+    lines.append("  border-radius: 16px;")
+    lines.append("  padding: 32px;")
+    lines.append("  box-shadow: var(--shadow-xl);")
+    lines.append("  max-width: 500px;")
+    lines.append("  width: 90%;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Style section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Style Guidelines")
+    lines.append("")
+    lines.append(f"**Style:** {style.get('name', 'Minimalism')}")
+    lines.append("")
+    if style.get("keywords"):
+        lines.append(f"**Keywords:** {style.get('keywords', '')}")
+        lines.append("")
+    if style.get("best_for"):
+        lines.append(f"**Best For:** {style.get('best_for', '')}")
+        lines.append("")
+    if effects:
+        lines.append(f"**Key Effects:** {effects}")
+        lines.append("")
+    
+    # Layout Pattern
+    lines.append("### Page Pattern")
+    lines.append("")
+    lines.append(f"**Pattern Name:** {pattern.get('name', '')}")
+    lines.append("")
+    if pattern.get('conversion'):
+        lines.append(f"- **Conversion Strategy:** {pattern.get('conversion', '')}")
+    if pattern.get('cta_placement'):
+        lines.append(f"- **CTA Placement:** {pattern.get('cta_placement', '')}")
+    lines.append(f"- **Section Order:** {pattern.get('sections', '')}")
+    lines.append("")
+    
+    # Anti-Patterns section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Anti-Patterns (Do NOT Use)")
+    lines.append("")
+    if anti_patterns:
+        anti_list = [a.strip() for a in anti_patterns.split("+")]
+        for anti in anti_list:
+            if anti:
+                lines.append(f"- ❌ {anti}")
+    lines.append("")
+    lines.append("### Additional Forbidden Patterns")
+    lines.append("")
+    lines.append("- ❌ **Emojis as icons** — Use SVG icons (Heroicons, Lucide, Simple Icons)")
+    lines.append("- ❌ **Missing cursor:pointer** — All clickable elements must have cursor:pointer")
+    lines.append("- ❌ **Layout-shifting hovers** — Avoid scale transforms that shift layout")
+    lines.append("- ❌ **Low contrast text** — Maintain 4.5:1 minimum contrast ratio")
+    lines.append("- ❌ **Instant state changes** — Always use transitions (150-300ms)")
+    lines.append("- ❌ **Invisible focus states** — Focus states must be visible for a11y")
+    lines.append("")
+    
+    # Pre-Delivery Checklist
+    lines.append("---")
+    lines.append("")
+    lines.append("## Pre-Delivery Checklist")
+    lines.append("")
+    lines.append("Before delivering any UI code, verify:")
+    lines.append("")
+    lines.append("- [ ] No emojis used as icons (use SVG instead)")
+    lines.append("- [ ] All icons from consistent icon set (Heroicons/Lucide)")
+    lines.append("- [ ] `cursor-pointer` on all clickable elements")
+    lines.append("- [ ] Hover states with smooth transitions (150-300ms)")
+    lines.append("- [ ] Light mode: text contrast 4.5:1 minimum")
+    lines.append("- [ ] Focus states visible for keyboard navigation")
+    lines.append("- [ ] `prefers-reduced-motion` respected")
+    lines.append("- [ ] Responsive: 375px, 768px, 1024px, 1440px")
+    lines.append("- [ ] No content hidden behind fixed navbars")
+    lines.append("- [ ] No horizontal scroll on mobile")
+    lines.append("")
+    
+    return "\n".join(lines)
+
+
+def format_page_override_md(design_system: dict, page_name: str, page_query: str = None) -> str:
+    """Format a page-specific override file with intelligent AI-generated content."""
+    project = design_system.get("project_name", "PROJECT")
+    timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+    page_title = page_name.replace("-", " ").replace("_", " ").title()
+    
+    # Detect page type and generate intelligent overrides
+    page_overrides = _generate_intelligent_overrides(page_name, page_query, design_system)
+    
+    lines = []
+    
+    lines.append(f"# {page_title} Page Overrides")
+    lines.append("")
+    lines.append(f"> **PROJECT:** {project}")
+    lines.append(f"> **Generated:** {timestamp}")
+    lines.append(f"> **Page Type:** {page_overrides.get('page_type', 'General')}")
+    lines.append("")
+    lines.append("> ⚠️ **IMPORTANT:** Rules in this file **override** the Master file (`design-system/MASTER.md`).")
+    lines.append("> Only deviations from the Master are documented here. For all other rules, refer to the Master.")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    
+    # Page-specific rules with actual content
+    lines.append("## Page-Specific Rules")
+    lines.append("")
+    
+    # Layout Overrides
+    lines.append("### Layout Overrides")
+    lines.append("")
+    layout = page_overrides.get("layout", {})
+    if layout:
+        for key, value in layout.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master layout")
+    lines.append("")
+    
+    # Spacing Overrides
+    lines.append("### Spacing Overrides")
+    lines.append("")
+    spacing = page_overrides.get("spacing", {})
+    if spacing:
+        for key, value in spacing.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master spacing")
+    lines.append("")
+    
+    # Typography Overrides
+    lines.append("### Typography Overrides")
+    lines.append("")
+    typography = page_overrides.get("typography", {})
+    if typography:
+        for key, value in typography.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master typography")
+    lines.append("")
+    
+    # Color Overrides
+    lines.append("### Color Overrides")
+    lines.append("")
+    colors = page_overrides.get("colors", {})
+    if colors:
+        for key, value in colors.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master colors")
+    lines.append("")
+    
+    # Component Overrides
+    lines.append("### Component Overrides")
+    lines.append("")
+    components = page_overrides.get("components", [])
+    if components:
+        for comp in components:
+            lines.append(f"- {comp}")
+    else:
+        lines.append("- No overrides — use Master component specs")
+    lines.append("")
+    
+    # Page-Specific Components
+    lines.append("---")
+    lines.append("")
+    lines.append("## Page-Specific Components")
+    lines.append("")
+    unique_components = page_overrides.get("unique_components", [])
+    if unique_components:
+        for comp in unique_components:
+            lines.append(f"- {comp}")
+    else:
+        lines.append("- No unique components for this page")
+    lines.append("")
+    
+    # Recommendations
+    lines.append("---")
+    lines.append("")
+    lines.append("## Recommendations")
+    lines.append("")
+    recommendations = page_overrides.get("recommendations", [])
+    if recommendations:
+        for rec in recommendations:
+            lines.append(f"- {rec}")
+    lines.append("")
+    
+    return "\n".join(lines)
+
+
+def _generate_intelligent_overrides(page_name: str, page_query: str, design_system: dict) -> dict:
+    """
+    Generate intelligent overrides based on page type using layered search.
+    
+    Uses the existing search infrastructure to find relevant style, UX, and layout
+    data instead of hardcoded page types.
+    """
+    from core import search
+    
+    page_lower = page_name.lower()
+    query_lower = (page_query or "").lower()
+    combined_context = f"{page_lower} {query_lower}"
+    
+    # Search across multiple domains for page-specific guidance
+    style_search = search(combined_context, "style", max_results=1)
+    ux_search = search(combined_context, "ux", max_results=3)
+    landing_search = search(combined_context, "landing", max_results=1)
+    
+    # Extract results from search response
+    style_results = style_search.get("results", [])
+    ux_results = ux_search.get("results", [])
+    landing_results = landing_search.get("results", [])
+    
+    # Detect page type from search results or context
+    page_type = _detect_page_type(combined_context, style_results)
+    
+    # Build overrides from search results
+    layout = {}
+    spacing = {}
+    typography = {}
+    colors = {}
+    components = []
+    unique_components = []
+    recommendations = []
+    
+    # Extract style-based overrides
+    if style_results:
+        style = style_results[0]
+        style_name = style.get("Style Category", "")
+        keywords = style.get("Keywords", "")
+        best_for = style.get("Best For", "")
+        effects = style.get("Effects & Animation", "")
+        
+        # Infer layout from style keywords
+        if any(kw in keywords.lower() for kw in ["data", "dense", "dashboard", "grid"]):
+            layout["Max Width"] = "1400px or full-width"
+            layout["Grid"] = "12-column grid for data flexibility"
+            spacing["Content Density"] = "High — optimize for information display"
+        elif any(kw in keywords.lower() for kw in ["minimal", "simple", "clean", "single"]):
+            layout["Max Width"] = "800px (narrow, focused)"
+            layout["Layout"] = "Single column, centered"
+            spacing["Content Density"] = "Low — focus on clarity"
+        else:
+            layout["Max Width"] = "1200px (standard)"
+            layout["Layout"] = "Full-width sections, centered content"
+        
+        if effects:
+            recommendations.append(f"Effects: {effects}")
+    
+    # Extract UX guidelines as recommendations
+    for ux in ux_results:
+        category = ux.get("Category", "")
+        do_text = ux.get("Do", "")
+        dont_text = ux.get("Don't", "")
+        if do_text:
+            recommendations.append(f"{category}: {do_text}")
+        if dont_text:
+            components.append(f"Avoid: {dont_text}")
+    
+    # Extract landing pattern info for section structure
+    if landing_results:
+        landing = landing_results[0]
+        sections = landing.get("Section Order", "")
+        cta_placement = landing.get("Primary CTA Placement", "")
+        color_strategy = landing.get("Color Strategy", "")
+        
+        if sections:
+            layout["Sections"] = sections
+        if cta_placement:
+            recommendations.append(f"CTA Placement: {cta_placement}")
+        if color_strategy:
+            colors["Strategy"] = color_strategy
+    
+    # Add page-type specific defaults if no search results
+    if not layout:
+        layout["Max Width"] = "1200px"
+        layout["Layout"] = "Responsive grid"
+    
+    if not recommendations:
+        recommendations = [
+            "Refer to MASTER.md for all design rules",
+            "Add specific overrides as needed for this page"
+        ]
+    
+    return {
+        "page_type": page_type,
+        "layout": layout,
+        "spacing": spacing,
+        "typography": typography,
+        "colors": colors,
+        "components": components,
+        "unique_components": unique_components,
+        "recommendations": recommendations
+    }
+
+
+def _detect_page_type(context: str, style_results: list) -> str:
+    """Detect page type from context and search results."""
+    context_lower = context.lower()
+    
+    # Check for common page type patterns
+    page_patterns = [
+        (["dashboard", "admin", "analytics", "data", "metrics", "stats", "monitor", "overview"], "Dashboard / Data View"),
+        (["checkout", "payment", "cart", "purchase", "order", "billing"], "Checkout / Payment"),
+        (["settings", "profile", "account", "preferences", "config"], "Settings / Profile"),
+        (["landing", "marketing", "homepage", "hero", "home", "promo"], "Landing / Marketing"),
+        (["login", "signin", "signup", "register", "auth", "password"], "Authentication"),
+        (["pricing", "plans", "subscription", "tiers", "packages"], "Pricing / Plans"),
+        (["blog", "article", "post", "news", "content", "story"], "Blog / Article"),
+        (["product", "item", "detail", "pdp", "shop", "store"], "Product Detail"),
+        (["search", "results", "browse", "filter", "catalog", "list"], "Search Results"),
+        (["empty", "404", "error", "not found", "zero"], "Empty State"),
+    ]
+    
+    for keywords, page_type in page_patterns:
+        if any(kw in context_lower for kw in keywords):
+            return page_type
+    
+    # Fallback: try to infer from style results
+    if style_results:
+        style_name = style_results[0].get("Style Category", "").lower()
+        best_for = style_results[0].get("Best For", "").lower()
+        
+        if "dashboard" in best_for or "data" in best_for:
+            return "Dashboard / Data View"
+        elif "landing" in best_for or "marketing" in best_for:
+            return "Landing / Marketing"
+    
+    return "General"
+
+
 # ============ CLI SUPPORT ============
 if __name__ == "__main__":
     import argparse

.codex/skills/ui-ux-pro-max/scripts/search.py

@@ -4,14 +4,19 @@
 UI/UX Pro Max Search - BM25 search engine for UI/UX style guides
 Usage: python search.py "<query>" [--domain <domain>] [--stack <stack>] [--max-results 3]
        python search.py "<query>" --design-system [-p "Project Name"]
+       python search.py "<query>" --design-system --persist [-p "Project Name"] [--page "dashboard"]
 
 Domains: style, prompt, color, chart, landing, product, ux, typography
 Stacks: html-tailwind, react, nextjs
+
+Persistence (Master + Overrides pattern):
+  --persist    Save design system to design-system/MASTER.md
+  --page       Also create a page-specific override file in design-system/pages/
 """
 
 import argparse
 from core import CSV_CONFIG, AVAILABLE_STACKS, MAX_RESULTS, search, search_stack
-from design_system import generate_design_system
+from design_system import generate_design_system, persist_design_system
 
 
 def format_output(result):
@@ -51,13 +56,38 @@ if __name__ == "__main__":
     parser.add_argument("--design-system", "-ds", action="store_true", help="Generate complete design system recommendation")
     parser.add_argument("--project-name", "-p", type=str, default=None, help="Project name for design system output")
     parser.add_argument("--format", "-f", choices=["ascii", "markdown"], default="ascii", help="Output format for design system")
+    # Persistence (Master + Overrides pattern)
+    parser.add_argument("--persist", action="store_true", help="Save design system to design-system/MASTER.md (creates hierarchical structure)")
+    parser.add_argument("--page", type=str, default=None, help="Create page-specific override file in design-system/pages/")
+    parser.add_argument("--output-dir", "-o", type=str, default=None, help="Output directory for persisted files (default: current directory)")
 
     args = parser.parse_args()
 
     # Design system takes priority
     if args.design_system:
-        result = generate_design_system(args.query, args.project_name, args.format)
+        result = generate_design_system(
+            args.query, 
+            args.project_name, 
+            args.format,
+            persist=args.persist,
+            page=args.page,
+            output_dir=args.output_dir
+        )
         print(result)
+        
+        # Print persistence confirmation
+        if args.persist:
+            project_slug = args.project_name.lower().replace(' ', '-') if args.project_name else "default"
+            print("\n" + "=" * 60)
+            print(f"✅ Design system persisted to design-system/{project_slug}/")
+            print(f"   📄 design-system/{project_slug}/MASTER.md (Global Source of Truth)")
+            if args.page:
+                page_filename = args.page.lower().replace(' ', '-')
+                print(f"   📄 design-system/{project_slug}/pages/{page_filename}.md (Page Overrides)")
+            print("")
+            print(f"📖 Usage: When building a page, check design-system/{project_slug}/pages/[page].md first.")
+            print(f"   If exists, its rules override MASTER.md. Otherwise, use MASTER.md.")
+            print("=" * 60)
     # Stack search
     elif args.stack:
         result = search_stack(args.query, args.stack, args.max_results)

.cursor/commands/ui-ux-pro-max.md

@@ -60,6 +60,31 @@ This command:
 python3 .shared/ui-ux-pro-max/scripts/search.py "beauty spa wellness service" --design-system -p "Serenity Spa"
 ```
 
+### Step 2b: Persist Design System (Master + Overrides Pattern)
+
+To save the design system for hierarchical retrieval across sessions, add `--persist`:
+
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name"
+```
+
+This creates:
+- `design-system/MASTER.md` — Global Source of Truth with all design rules
+- `design-system/pages/` — Folder for page-specific overrides
+
+**With page-specific override:**
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name" --page "dashboard"
+```
+
+This also creates:
+- `design-system/pages/dashboard.md` — Page-specific deviations from Master
+
+**How hierarchical retrieval works:**
+1. When building a specific page (e.g., "Checkout"), first check `design-system/pages/checkout.md`
+2. If the page file exists, its rules **override** the Master file
+3. If not, use `design-system/MASTER.md` exclusively
+
 ### Step 3: Supplement with Detailed Searches (as needed)
 
 After getting the design system, use domain searches to get additional details:
@@ -86,8 +111,8 @@ Get implementation-specific best practices. If user doesn't specify a stack, **d
 python3 .shared/ui-ux-pro-max/scripts/search.py "<keyword>" --stack html-tailwind
 ```
 
-Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`
+Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`, `jetpack-compose`
-
+, `jetpack-compose`
 ---
 
 ## Search Reference
@@ -120,6 +145,7 @@ Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`
 | `react-native` | Components, Navigation, Lists |
 | `flutter` | Widgets, State, Layout, Theming |
 | `shadcn` | shadcn/ui components, theming, forms, patterns |
+| `jetpack-compose` | Composables, Modifiers, State Hoisting, Recomposition |
 
 ---
 

.gemini/skills/ui-ux-pro-max/scripts/design_system.py

@@ -7,10 +7,16 @@ to generate comprehensive design system recommendations.
 Usage:
     from design_system import generate_design_system
     result = generate_design_system("SaaS dashboard", "My Project")
+    
+    # With persistence (Master + Overrides pattern)
+    result = generate_design_system("SaaS dashboard", "My Project", persist=True)
+    result = generate_design_system("SaaS dashboard", "My Project", persist=True, page="dashboard")
 """
 
 import csv
 import json
+import os
+from datetime import datetime
 from pathlib import Path
 from core import search, DATA_DIR
 
@@ -452,7 +458,8 @@ def format_markdown(design_system: dict) -> str:
 
 
 # ============ MAIN ENTRY POINT ============
-def generate_design_system(query: str, project_name: str = None, output_format: str = "ascii") -> str:
+def generate_design_system(query: str, project_name: str = None, output_format: str = "ascii", 
+                           persist: bool = False, page: str = None, output_dir: str = None) -> str:
     """
     Main entry point for design system generation.
 
@@ -460,6 +467,9 @@ def generate_design_system(query: str, project_name: str = None, output_format:
         query: Search query (e.g., "SaaS dashboard", "e-commerce luxury")
         project_name: Optional project name for output header
         output_format: "ascii" (default) or "markdown"
+        persist: If True, save design system to design-system/ folder
+        page: Optional page name for page-specific override file
+        output_dir: Optional output directory (defaults to current working directory)
 
     Returns:
         Formatted design system string
@@ -467,11 +477,580 @@ def generate_design_system(query: str, project_name: str = None, output_format:
     generator = DesignSystemGenerator()
     design_system = generator.generate(query, project_name)
     
+    # Persist to files if requested
+    if persist:
+        persist_design_system(design_system, page, output_dir, query)
+
     if output_format == "markdown":
         return format_markdown(design_system)
     return format_ascii_box(design_system)
 
 
+# ============ PERSISTENCE FUNCTIONS ============
+def persist_design_system(design_system: dict, page: str = None, output_dir: str = None, page_query: str = None) -> dict:
+    """
+    Persist design system to design-system/<project>/ folder using Master + Overrides pattern.
+    
+    Args:
+        design_system: The generated design system dictionary
+        page: Optional page name for page-specific override file
+        output_dir: Optional output directory (defaults to current working directory)
+        page_query: Optional query string for intelligent page override generation
+    
+    Returns:
+        dict with created file paths and status
+    """
+    base_dir = Path(output_dir) if output_dir else Path.cwd()
+    
+    # Use project name for project-specific folder
+    project_name = design_system.get("project_name", "default")
+    project_slug = project_name.lower().replace(' ', '-')
+    
+    design_system_dir = base_dir / "design-system" / project_slug
+    pages_dir = design_system_dir / "pages"
+    
+    created_files = []
+    
+    # Create directories
+    design_system_dir.mkdir(parents=True, exist_ok=True)
+    pages_dir.mkdir(parents=True, exist_ok=True)
+    
+    master_file = design_system_dir / "MASTER.md"
+    
+    # Generate and write MASTER.md
+    master_content = format_master_md(design_system)
+    with open(master_file, 'w', encoding='utf-8') as f:
+        f.write(master_content)
+    created_files.append(str(master_file))
+    
+    # If page is specified, create page override file with intelligent content
+    if page:
+        page_file = pages_dir / f"{page.lower().replace(' ', '-')}.md"
+        page_content = format_page_override_md(design_system, page, page_query)
+        with open(page_file, 'w', encoding='utf-8') as f:
+            f.write(page_content)
+        created_files.append(str(page_file))
+    
+    return {
+        "status": "success",
+        "design_system_dir": str(design_system_dir),
+        "created_files": created_files
+    }
+
+
+def format_master_md(design_system: dict) -> str:
+    """Format design system as MASTER.md with hierarchical override logic."""
+    project = design_system.get("project_name", "PROJECT")
+    pattern = design_system.get("pattern", {})
+    style = design_system.get("style", {})
+    colors = design_system.get("colors", {})
+    typography = design_system.get("typography", {})
+    effects = design_system.get("key_effects", "")
+    anti_patterns = design_system.get("anti_patterns", "")
+    
+    timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+    
+    lines = []
+    
+    # Logic header
+    lines.append("# Design System Master File")
+    lines.append("")
+    lines.append("> **LOGIC:** When building a specific page, first check `design-system/pages/[page-name].md`.")
+    lines.append("> If that file exists, its rules **override** this Master file.")
+    lines.append("> If not, strictly follow the rules below.")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    lines.append(f"**Project:** {project}")
+    lines.append(f"**Generated:** {timestamp}")
+    lines.append(f"**Category:** {design_system.get('category', 'General')}")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    
+    # Global Rules section
+    lines.append("## Global Rules")
+    lines.append("")
+    
+    # Color Palette
+    lines.append("### Color Palette")
+    lines.append("")
+    lines.append("| Role | Hex | CSS Variable |")
+    lines.append("|------|-----|--------------|")
+    lines.append(f"| Primary | `{colors.get('primary', '#2563EB')}` | `--color-primary` |")
+    lines.append(f"| Secondary | `{colors.get('secondary', '#3B82F6')}` | `--color-secondary` |")
+    lines.append(f"| CTA/Accent | `{colors.get('cta', '#F97316')}` | `--color-cta` |")
+    lines.append(f"| Background | `{colors.get('background', '#F8FAFC')}` | `--color-background` |")
+    lines.append(f"| Text | `{colors.get('text', '#1E293B')}` | `--color-text` |")
+    lines.append("")
+    if colors.get("notes"):
+        lines.append(f"**Color Notes:** {colors.get('notes', '')}")
+        lines.append("")
+    
+    # Typography
+    lines.append("### Typography")
+    lines.append("")
+    lines.append(f"- **Heading Font:** {typography.get('heading', 'Inter')}")
+    lines.append(f"- **Body Font:** {typography.get('body', 'Inter')}")
+    if typography.get("mood"):
+        lines.append(f"- **Mood:** {typography.get('mood', '')}")
+    if typography.get("google_fonts_url"):
+        lines.append(f"- **Google Fonts:** [{typography.get('heading', '')} + {typography.get('body', '')}]({typography.get('google_fonts_url', '')})")
+    lines.append("")
+    if typography.get("css_import"):
+        lines.append("**CSS Import:**")
+        lines.append("```css")
+        lines.append(typography.get("css_import", ""))
+        lines.append("```")
+        lines.append("")
+    
+    # Spacing Variables
+    lines.append("### Spacing Variables")
+    lines.append("")
+    lines.append("| Token | Value | Usage |")
+    lines.append("|-------|-------|-------|")
+    lines.append("| `--space-xs` | `4px` / `0.25rem` | Tight gaps |")
+    lines.append("| `--space-sm` | `8px` / `0.5rem` | Icon gaps, inline spacing |")
+    lines.append("| `--space-md` | `16px` / `1rem` | Standard padding |")
+    lines.append("| `--space-lg` | `24px` / `1.5rem` | Section padding |")
+    lines.append("| `--space-xl` | `32px` / `2rem` | Large gaps |")
+    lines.append("| `--space-2xl` | `48px` / `3rem` | Section margins |")
+    lines.append("| `--space-3xl` | `64px` / `4rem` | Hero padding |")
+    lines.append("")
+    
+    # Shadow Depths
+    lines.append("### Shadow Depths")
+    lines.append("")
+    lines.append("| Level | Value | Usage |")
+    lines.append("|-------|-------|-------|")
+    lines.append("| `--shadow-sm` | `0 1px 2px rgba(0,0,0,0.05)` | Subtle lift |")
+    lines.append("| `--shadow-md` | `0 4px 6px rgba(0,0,0,0.1)` | Cards, buttons |")
+    lines.append("| `--shadow-lg` | `0 10px 15px rgba(0,0,0,0.1)` | Modals, dropdowns |")
+    lines.append("| `--shadow-xl` | `0 20px 25px rgba(0,0,0,0.15)` | Hero images, featured cards |")
+    lines.append("")
+    
+    # Component Specs section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Component Specs")
+    lines.append("")
+    
+    # Buttons
+    lines.append("### Buttons")
+    lines.append("")
+    lines.append("```css")
+    lines.append("/* Primary Button */")
+    lines.append(".btn-primary {")
+    lines.append(f"  background: {colors.get('cta', '#F97316')};")
+    lines.append("  color: white;")
+    lines.append("  padding: 12px 24px;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-weight: 600;")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".btn-primary:hover {")
+    lines.append("  opacity: 0.9;")
+    lines.append("  transform: translateY(-1px);")
+    lines.append("}")
+    lines.append("")
+    lines.append("/* Secondary Button */")
+    lines.append(".btn-secondary {")
+    lines.append(f"  background: transparent;")
+    lines.append(f"  color: {colors.get('primary', '#2563EB')};")
+    lines.append(f"  border: 2px solid {colors.get('primary', '#2563EB')};")
+    lines.append("  padding: 12px 24px;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-weight: 600;")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Cards
+    lines.append("### Cards")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".card {")
+    lines.append(f"  background: {colors.get('background', '#FFFFFF')};")
+    lines.append("  border-radius: 12px;")
+    lines.append("  padding: 24px;")
+    lines.append("  box-shadow: var(--shadow-md);")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".card:hover {")
+    lines.append("  box-shadow: var(--shadow-lg);")
+    lines.append("  transform: translateY(-2px);")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Inputs
+    lines.append("### Inputs")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".input {")
+    lines.append("  padding: 12px 16px;")
+    lines.append("  border: 1px solid #E2E8F0;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-size: 16px;")
+    lines.append("  transition: border-color 200ms ease;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".input:focus {")
+    lines.append(f"  border-color: {colors.get('primary', '#2563EB')};")
+    lines.append("  outline: none;")
+    lines.append(f"  box-shadow: 0 0 0 3px {colors.get('primary', '#2563EB')}20;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Modals
+    lines.append("### Modals")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".modal-overlay {")
+    lines.append("  background: rgba(0, 0, 0, 0.5);")
+    lines.append("  backdrop-filter: blur(4px);")
+    lines.append("}")
+    lines.append("")
+    lines.append(".modal {")
+    lines.append("  background: white;")
+    lines.append("  border-radius: 16px;")
+    lines.append("  padding: 32px;")
+    lines.append("  box-shadow: var(--shadow-xl);")
+    lines.append("  max-width: 500px;")
+    lines.append("  width: 90%;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Style section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Style Guidelines")
+    lines.append("")
+    lines.append(f"**Style:** {style.get('name', 'Minimalism')}")
+    lines.append("")
+    if style.get("keywords"):
+        lines.append(f"**Keywords:** {style.get('keywords', '')}")
+        lines.append("")
+    if style.get("best_for"):
+        lines.append(f"**Best For:** {style.get('best_for', '')}")
+        lines.append("")
+    if effects:
+        lines.append(f"**Key Effects:** {effects}")
+        lines.append("")
+    
+    # Layout Pattern
+    lines.append("### Page Pattern")
+    lines.append("")
+    lines.append(f"**Pattern Name:** {pattern.get('name', '')}")
+    lines.append("")
+    if pattern.get('conversion'):
+        lines.append(f"- **Conversion Strategy:** {pattern.get('conversion', '')}")
+    if pattern.get('cta_placement'):
+        lines.append(f"- **CTA Placement:** {pattern.get('cta_placement', '')}")
+    lines.append(f"- **Section Order:** {pattern.get('sections', '')}")
+    lines.append("")
+    
+    # Anti-Patterns section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Anti-Patterns (Do NOT Use)")
+    lines.append("")
+    if anti_patterns:
+        anti_list = [a.strip() for a in anti_patterns.split("+")]
+        for anti in anti_list:
+            if anti:
+                lines.append(f"- ❌ {anti}")
+    lines.append("")
+    lines.append("### Additional Forbidden Patterns")
+    lines.append("")
+    lines.append("- ❌ **Emojis as icons** — Use SVG icons (Heroicons, Lucide, Simple Icons)")
+    lines.append("- ❌ **Missing cursor:pointer** — All clickable elements must have cursor:pointer")
+    lines.append("- ❌ **Layout-shifting hovers** — Avoid scale transforms that shift layout")
+    lines.append("- ❌ **Low contrast text** — Maintain 4.5:1 minimum contrast ratio")
+    lines.append("- ❌ **Instant state changes** — Always use transitions (150-300ms)")
+    lines.append("- ❌ **Invisible focus states** — Focus states must be visible for a11y")
+    lines.append("")
+    
+    # Pre-Delivery Checklist
+    lines.append("---")
+    lines.append("")
+    lines.append("## Pre-Delivery Checklist")
+    lines.append("")
+    lines.append("Before delivering any UI code, verify:")
+    lines.append("")
+    lines.append("- [ ] No emojis used as icons (use SVG instead)")
+    lines.append("- [ ] All icons from consistent icon set (Heroicons/Lucide)")
+    lines.append("- [ ] `cursor-pointer` on all clickable elements")
+    lines.append("- [ ] Hover states with smooth transitions (150-300ms)")
+    lines.append("- [ ] Light mode: text contrast 4.5:1 minimum")
+    lines.append("- [ ] Focus states visible for keyboard navigation")
+    lines.append("- [ ] `prefers-reduced-motion` respected")
+    lines.append("- [ ] Responsive: 375px, 768px, 1024px, 1440px")
+    lines.append("- [ ] No content hidden behind fixed navbars")
+    lines.append("- [ ] No horizontal scroll on mobile")
+    lines.append("")
+    
+    return "\n".join(lines)
+
+
+def format_page_override_md(design_system: dict, page_name: str, page_query: str = None) -> str:
+    """Format a page-specific override file with intelligent AI-generated content."""
+    project = design_system.get("project_name", "PROJECT")
+    timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+    page_title = page_name.replace("-", " ").replace("_", " ").title()
+    
+    # Detect page type and generate intelligent overrides
+    page_overrides = _generate_intelligent_overrides(page_name, page_query, design_system)
+    
+    lines = []
+    
+    lines.append(f"# {page_title} Page Overrides")
+    lines.append("")
+    lines.append(f"> **PROJECT:** {project}")
+    lines.append(f"> **Generated:** {timestamp}")
+    lines.append(f"> **Page Type:** {page_overrides.get('page_type', 'General')}")
+    lines.append("")
+    lines.append("> ⚠️ **IMPORTANT:** Rules in this file **override** the Master file (`design-system/MASTER.md`).")
+    lines.append("> Only deviations from the Master are documented here. For all other rules, refer to the Master.")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    
+    # Page-specific rules with actual content
+    lines.append("## Page-Specific Rules")
+    lines.append("")
+    
+    # Layout Overrides
+    lines.append("### Layout Overrides")
+    lines.append("")
+    layout = page_overrides.get("layout", {})
+    if layout:
+        for key, value in layout.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master layout")
+    lines.append("")
+    
+    # Spacing Overrides
+    lines.append("### Spacing Overrides")
+    lines.append("")
+    spacing = page_overrides.get("spacing", {})
+    if spacing:
+        for key, value in spacing.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master spacing")
+    lines.append("")
+    
+    # Typography Overrides
+    lines.append("### Typography Overrides")
+    lines.append("")
+    typography = page_overrides.get("typography", {})
+    if typography:
+        for key, value in typography.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master typography")
+    lines.append("")
+    
+    # Color Overrides
+    lines.append("### Color Overrides")
+    lines.append("")
+    colors = page_overrides.get("colors", {})
+    if colors:
+        for key, value in colors.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master colors")
+    lines.append("")
+    
+    # Component Overrides
+    lines.append("### Component Overrides")
+    lines.append("")
+    components = page_overrides.get("components", [])
+    if components:
+        for comp in components:
+            lines.append(f"- {comp}")
+    else:
+        lines.append("- No overrides — use Master component specs")
+    lines.append("")
+    
+    # Page-Specific Components
+    lines.append("---")
+    lines.append("")
+    lines.append("## Page-Specific Components")
+    lines.append("")
+    unique_components = page_overrides.get("unique_components", [])
+    if unique_components:
+        for comp in unique_components:
+            lines.append(f"- {comp}")
+    else:
+        lines.append("- No unique components for this page")
+    lines.append("")
+    
+    # Recommendations
+    lines.append("---")
+    lines.append("")
+    lines.append("## Recommendations")
+    lines.append("")
+    recommendations = page_overrides.get("recommendations", [])
+    if recommendations:
+        for rec in recommendations:
+            lines.append(f"- {rec}")
+    lines.append("")
+    
+    return "\n".join(lines)
+
+
+def _generate_intelligent_overrides(page_name: str, page_query: str, design_system: dict) -> dict:
+    """
+    Generate intelligent overrides based on page type using layered search.
+    
+    Uses the existing search infrastructure to find relevant style, UX, and layout
+    data instead of hardcoded page types.
+    """
+    from core import search
+    
+    page_lower = page_name.lower()
+    query_lower = (page_query or "").lower()
+    combined_context = f"{page_lower} {query_lower}"
+    
+    # Search across multiple domains for page-specific guidance
+    style_search = search(combined_context, "style", max_results=1)
+    ux_search = search(combined_context, "ux", max_results=3)
+    landing_search = search(combined_context, "landing", max_results=1)
+    
+    # Extract results from search response
+    style_results = style_search.get("results", [])
+    ux_results = ux_search.get("results", [])
+    landing_results = landing_search.get("results", [])
+    
+    # Detect page type from search results or context
+    page_type = _detect_page_type(combined_context, style_results)
+    
+    # Build overrides from search results
+    layout = {}
+    spacing = {}
+    typography = {}
+    colors = {}
+    components = []
+    unique_components = []
+    recommendations = []
+    
+    # Extract style-based overrides
+    if style_results:
+        style = style_results[0]
+        style_name = style.get("Style Category", "")
+        keywords = style.get("Keywords", "")
+        best_for = style.get("Best For", "")
+        effects = style.get("Effects & Animation", "")
+        
+        # Infer layout from style keywords
+        if any(kw in keywords.lower() for kw in ["data", "dense", "dashboard", "grid"]):
+            layout["Max Width"] = "1400px or full-width"
+            layout["Grid"] = "12-column grid for data flexibility"
+            spacing["Content Density"] = "High — optimize for information display"
+        elif any(kw in keywords.lower() for kw in ["minimal", "simple", "clean", "single"]):
+            layout["Max Width"] = "800px (narrow, focused)"
+            layout["Layout"] = "Single column, centered"
+            spacing["Content Density"] = "Low — focus on clarity"
+        else:
+            layout["Max Width"] = "1200px (standard)"
+            layout["Layout"] = "Full-width sections, centered content"
+        
+        if effects:
+            recommendations.append(f"Effects: {effects}")
+    
+    # Extract UX guidelines as recommendations
+    for ux in ux_results:
+        category = ux.get("Category", "")
+        do_text = ux.get("Do", "")
+        dont_text = ux.get("Don't", "")
+        if do_text:
+            recommendations.append(f"{category}: {do_text}")
+        if dont_text:
+            components.append(f"Avoid: {dont_text}")
+    
+    # Extract landing pattern info for section structure
+    if landing_results:
+        landing = landing_results[0]
+        sections = landing.get("Section Order", "")
+        cta_placement = landing.get("Primary CTA Placement", "")
+        color_strategy = landing.get("Color Strategy", "")
+        
+        if sections:
+            layout["Sections"] = sections
+        if cta_placement:
+            recommendations.append(f"CTA Placement: {cta_placement}")
+        if color_strategy:
+            colors["Strategy"] = color_strategy
+    
+    # Add page-type specific defaults if no search results
+    if not layout:
+        layout["Max Width"] = "1200px"
+        layout["Layout"] = "Responsive grid"
+    
+    if not recommendations:
+        recommendations = [
+            "Refer to MASTER.md for all design rules",
+            "Add specific overrides as needed for this page"
+        ]
+    
+    return {
+        "page_type": page_type,
+        "layout": layout,
+        "spacing": spacing,
+        "typography": typography,
+        "colors": colors,
+        "components": components,
+        "unique_components": unique_components,
+        "recommendations": recommendations
+    }
+
+
+def _detect_page_type(context: str, style_results: list) -> str:
+    """Detect page type from context and search results."""
+    context_lower = context.lower()
+    
+    # Check for common page type patterns
+    page_patterns = [
+        (["dashboard", "admin", "analytics", "data", "metrics", "stats", "monitor", "overview"], "Dashboard / Data View"),
+        (["checkout", "payment", "cart", "purchase", "order", "billing"], "Checkout / Payment"),
+        (["settings", "profile", "account", "preferences", "config"], "Settings / Profile"),
+        (["landing", "marketing", "homepage", "hero", "home", "promo"], "Landing / Marketing"),
+        (["login", "signin", "signup", "register", "auth", "password"], "Authentication"),
+        (["pricing", "plans", "subscription", "tiers", "packages"], "Pricing / Plans"),
+        (["blog", "article", "post", "news", "content", "story"], "Blog / Article"),
+        (["product", "item", "detail", "pdp", "shop", "store"], "Product Detail"),
+        (["search", "results", "browse", "filter", "catalog", "list"], "Search Results"),
+        (["empty", "404", "error", "not found", "zero"], "Empty State"),
+    ]
+    
+    for keywords, page_type in page_patterns:
+        if any(kw in context_lower for kw in keywords):
+            return page_type
+    
+    # Fallback: try to infer from style results
+    if style_results:
+        style_name = style_results[0].get("Style Category", "").lower()
+        best_for = style_results[0].get("Best For", "").lower()
+        
+        if "dashboard" in best_for or "data" in best_for:
+            return "Dashboard / Data View"
+        elif "landing" in best_for or "marketing" in best_for:
+            return "Landing / Marketing"
+    
+    return "General"
+
+
 # ============ CLI SUPPORT ============
 if __name__ == "__main__":
     import argparse

.gemini/skills/ui-ux-pro-max/scripts/search.py

@@ -4,14 +4,19 @@
 UI/UX Pro Max Search - BM25 search engine for UI/UX style guides
 Usage: python search.py "<query>" [--domain <domain>] [--stack <stack>] [--max-results 3]
        python search.py "<query>" --design-system [-p "Project Name"]
+       python search.py "<query>" --design-system --persist [-p "Project Name"] [--page "dashboard"]
 
 Domains: style, prompt, color, chart, landing, product, ux, typography
 Stacks: html-tailwind, react, nextjs
+
+Persistence (Master + Overrides pattern):
+  --persist    Save design system to design-system/MASTER.md
+  --page       Also create a page-specific override file in design-system/pages/
 """
 
 import argparse
 from core import CSV_CONFIG, AVAILABLE_STACKS, MAX_RESULTS, search, search_stack
-from design_system import generate_design_system
+from design_system import generate_design_system, persist_design_system
 
 
 def format_output(result):
@@ -51,13 +56,38 @@ if __name__ == "__main__":
     parser.add_argument("--design-system", "-ds", action="store_true", help="Generate complete design system recommendation")
     parser.add_argument("--project-name", "-p", type=str, default=None, help="Project name for design system output")
     parser.add_argument("--format", "-f", choices=["ascii", "markdown"], default="ascii", help="Output format for design system")
+    # Persistence (Master + Overrides pattern)
+    parser.add_argument("--persist", action="store_true", help="Save design system to design-system/MASTER.md (creates hierarchical structure)")
+    parser.add_argument("--page", type=str, default=None, help="Create page-specific override file in design-system/pages/")
+    parser.add_argument("--output-dir", "-o", type=str, default=None, help="Output directory for persisted files (default: current directory)")
 
     args = parser.parse_args()
 
     # Design system takes priority
     if args.design_system:
-        result = generate_design_system(args.query, args.project_name, args.format)
+        result = generate_design_system(
+            args.query, 
+            args.project_name, 
+            args.format,
+            persist=args.persist,
+            page=args.page,
+            output_dir=args.output_dir
+        )
         print(result)
+        
+        # Print persistence confirmation
+        if args.persist:
+            project_slug = args.project_name.lower().replace(' ', '-') if args.project_name else "default"
+            print("\n" + "=" * 60)
+            print(f"✅ Design system persisted to design-system/{project_slug}/")
+            print(f"   📄 design-system/{project_slug}/MASTER.md (Global Source of Truth)")
+            if args.page:
+                page_filename = args.page.lower().replace(' ', '-')
+                print(f"   📄 design-system/{project_slug}/pages/{page_filename}.md (Page Overrides)")
+            print("")
+            print(f"📖 Usage: When building a page, check design-system/{project_slug}/pages/[page].md first.")
+            print(f"   If exists, its rules override MASTER.md. Otherwise, use MASTER.md.")
+            print("=" * 60)
     # Stack search
     elif args.stack:
         result = search_stack(args.query, args.stack, args.max_results)

.github/prompts/ui-ux-pro-max.prompt.md

@@ -86,7 +86,7 @@ Get implementation-specific best practices. If user doesn't specify a stack, **d
 python3 .shared/ui-ux-pro-max/scripts/search.py "<keyword>" --stack html-tailwind
 ```
 
-Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`
+Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`,`jetpack-compose`, `shadcn`
 
 ---
 
@@ -120,6 +120,7 @@ Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`
 | `react-native` | Components, Navigation, Lists |
 | `flutter` | Widgets, State, Layout, Theming |
 | `shadcn` | shadcn/ui components, theming, forms, patterns |
+| `jetpack-compose` | Composables, Modifiers, State Hoisting, Recomposition |
 
 ---
 

.kiro/steering/ui-ux-pro-max.md

@@ -60,6 +60,31 @@ This command:
 python3 .shared/ui-ux-pro-max/scripts/search.py "beauty spa wellness service" --design-system -p "Serenity Spa"
 ```
 
+### Step 2b: Persist Design System (Master + Overrides Pattern)
+
+To save the design system for hierarchical retrieval across sessions, add `--persist`:
+
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name"
+```
+
+This creates:
+- `design-system/MASTER.md` — Global Source of Truth with all design rules
+- `design-system/pages/` — Folder for page-specific overrides
+
+**With page-specific override:**
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name" --page "dashboard"
+```
+
+This also creates:
+- `design-system/pages/dashboard.md` — Page-specific deviations from Master
+
+**How hierarchical retrieval works:**
+1. When building a specific page (e.g., "Checkout"), first check `design-system/pages/checkout.md`
+2. If the page file exists, its rules **override** the Master file
+3. If not, use `design-system/MASTER.md` exclusively
+
 ### Step 3: Supplement with Detailed Searches (as needed)
 
 After getting the design system, use domain searches to get additional details:
@@ -86,8 +111,8 @@ Get implementation-specific best practices. If user doesn't specify a stack, **d
 python3 .shared/ui-ux-pro-max/scripts/search.py "<keyword>" --stack html-tailwind
 ```
 
-Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`
+Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`, `jetpack-compose`
-
+, `jetpack-compose`
 ---
 
 ## Search Reference
@@ -120,6 +145,7 @@ Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`
 | `react-native` | Components, Navigation, Lists |
 | `flutter` | Widgets, State, Layout, Theming |
 | `shadcn` | shadcn/ui components, theming, forms, patterns |
+| `jetpack-compose` | Composables, Modifiers, State Hoisting, Recomposition |
 
 ---
 

.qoder/skills/ui-ux-pro-max.md

@@ -60,6 +60,31 @@ This command:
 python3 .shared/ui-ux-pro-max/scripts/search.py "beauty spa wellness service" --design-system -p "Serenity Spa"
 ```
 
+### Step 2b: Persist Design System (Master + Overrides Pattern)
+
+To save the design system for hierarchical retrieval across sessions, add `--persist`:
+
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name"
+```
+
+This creates:
+- `design-system/MASTER.md` — Global Source of Truth with all design rules
+- `design-system/pages/` — Folder for page-specific overrides
+
+**With page-specific override:**
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name" --page "dashboard"
+```
+
+This also creates:
+- `design-system/pages/dashboard.md` — Page-specific deviations from Master
+
+**How hierarchical retrieval works:**
+1. When building a specific page (e.g., "Checkout"), first check `design-system/pages/checkout.md`
+2. If the page file exists, its rules **override** the Master file
+3. If not, use `design-system/MASTER.md` exclusively
+
 ### Step 3: Supplement with Detailed Searches (as needed)
 
 After getting the design system, use domain searches to get additional details:
@@ -86,8 +111,8 @@ Get implementation-specific best practices. If user doesn't specify a stack, **d
 python3 .shared/ui-ux-pro-max/scripts/search.py "<keyword>" --stack html-tailwind
 ```
 
-Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`
+Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`, `jetpack-compose`
-
+, `jetpack-compose`
 ---
 
 ## Search Reference
@@ -120,6 +145,7 @@ Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`
 | `react-native` | Components, Navigation, Lists |
 | `flutter` | Widgets, State, Layout, Theming |
 | `shadcn` | shadcn/ui components, theming, forms, patterns |
+| `jetpack-compose` | Composables, Modifiers, State Hoisting, Recomposition |
 
 ---
 

.roo/rules/ui-ux-pro-max.md

@@ -60,6 +60,31 @@ This command:
 python3 .shared/ui-ux-pro-max/scripts/search.py "beauty spa wellness service" --design-system -p "Serenity Spa"
 ```
 
+### Step 2b: Persist Design System (Master + Overrides Pattern)
+
+To save the design system for hierarchical retrieval across sessions, add `--persist`:
+
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name"
+```
+
+This creates:
+- `design-system/MASTER.md` — Global Source of Truth with all design rules
+- `design-system/pages/` — Folder for page-specific overrides
+
+**With page-specific override:**
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name" --page "dashboard"
+```
+
+This also creates:
+- `design-system/pages/dashboard.md` — Page-specific deviations from Master
+
+**How hierarchical retrieval works:**
+1. When building a specific page (e.g., "Checkout"), first check `design-system/pages/checkout.md`
+2. If the page file exists, its rules **override** the Master file
+3. If not, use `design-system/MASTER.md` exclusively
+
 ### Step 3: Supplement with Detailed Searches (as needed)
 
 After getting the design system, use domain searches to get additional details:
@@ -86,8 +111,8 @@ Get implementation-specific best practices. If user doesn't specify a stack, **d
 python3 .shared/ui-ux-pro-max/scripts/search.py "<keyword>" --stack html-tailwind
 ```
 
-Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`
+Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`, `jetpack-compose`
-
+, `jetpack-compose`
 ---
 
 ## Search Reference
@@ -120,6 +145,7 @@ Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`
 | `react-native` | Components, Navigation, Lists |
 | `flutter` | Widgets, State, Layout, Theming |
 | `shadcn` | shadcn/ui components, theming, forms, patterns |
+| `jetpack-compose` | Composables, Modifiers, State Hoisting, Recomposition |
 
 ---
 

.shared/ui-ux-pro-max/data/stacks/jetpack-compose.csv

@@ -0,0 +1,53 @@
+No,Category,Guideline,Description,Do,Don't,Code Good,Code Bad,Severity,Docs URL
+1,Composable,Pure UI composables,Composable functions should only render UI,Accept state and callbacks,Calling usecase/repo,Pure UI composable,Business logic in UI,High,https://developer.android.com/jetpack/compose/mental-model
+2,Composable,Small composables,Each composable has single responsibility,Split into components,Huge composable,Reusable UI,Monolithic UI,Medium,
+3,Composable,Stateless by default,Prefer stateless composables,Hoist state,Local mutable state,Stateless UI,Hidden state,High,https://developer.android.com/jetpack/compose/state#state-hoisting
+4,State,Single source of truth,UI state comes from one source,StateFlow from VM,Multiple states,Unified UiState,Scattered state,High,https://developer.android.com/topic/architecture/ui-layer
+5,State,Model UI State,Use sealed interface/data class,UiState.Loading,Boolean flags,Explicit state,Flag hell,High,
+6,State,remember only UI state,remember for UI-only state,"Scroll, animation",Business state,Correct remember,Misuse remember,High,https://developer.android.com/jetpack/compose/state
+7,State,rememberSaveable,Persist state across config,rememberSaveable,remember,State survives,State lost,High,https://developer.android.com/jetpack/compose/state#restore-ui-state
+8,State,derivedStateOf,Optimize recomposition,derivedStateOf,Recompute always,Optimized,Jank,Medium,https://developer.android.com/jetpack/compose/performance
+9,SideEffect,LaunchedEffect keys,Use correct keys,LaunchedEffect(id),LaunchedEffect(Unit),Scoped effect,Infinite loop,High,https://developer.android.com/jetpack/compose/side-effects
+10,SideEffect,rememberUpdatedState,Avoid stale lambdas,rememberUpdatedState,Capture directly,Safe callback,Stale state,Medium,https://developer.android.com/jetpack/compose/side-effects
+11,SideEffect,DisposableEffect,Clean up resources,onDispose,No cleanup,No leak,Memory leak,High,
+12,Architecture,Unidirectional data flow,UI → VM → State,onEvent,Two-way binding,Predictable flow,Hard debug,High,https://developer.android.com/topic/architecture
+13,Architecture,No business logic in UI,Logic belongs to VM,Collect state,Call repo,Clean UI,Fat UI,High,
+14,Architecture,Expose immutable state,Expose StateFlow,asStateFlow,Mutable exposed,Safe API,State mutation,High,
+15,Lifecycle,Lifecycle-aware collect,Use collectAsStateWithLifecycle,Lifecycle aware,collectAsState,No leak,Leak,High,https://developer.android.com/jetpack/compose/lifecycle
+16,Navigation,Event-based navigation,VM emits navigation event,"VM: Channel + receiveAsFlow(), V: Collect with Dispatchers.Main.immediate",Nav in UI,Decoupled nav,Using State / SharedFlow for navigation -> event is replayed and navigation fires again (StateFlow),High,https://developer.android.com/jetpack/compose/navigation
+17,Navigation,Typed routes,Use sealed routes,sealed class Route,String routes,Type-safe,Runtime crash,Medium,
+18,Performance,Stable parameters,Prefer immutable/stable params,@Immutable,Mutable params,Stable recomposition,Extra recomposition,High,https://developer.android.com/jetpack/compose/performance
+19,Performance,Use key in Lazy,Provide stable keys,key=id,No key,Stable list,Item jump,High,
+20,Performance,Avoid heavy work,No heavy computation in UI,Precompute in VM,Compute in UI,Smooth UI,Jank,High,
+21,Performance,Remember expensive objects,remember heavy objects,remember,Recreate each recomposition,Efficient,Wasteful,Medium,
+22,Theming,Design system,Centralized theme,Material3 tokens,Hardcoded values,Consistent UI,Inconsistent,High,https://developer.android.com/jetpack/compose/themes
+23,Theming,Dark mode support,Theme-based colors,colorScheme,Fixed color,Adaptive UI,Broken dark,Medium,
+24,Layout,Prefer Modifier over extra layouts,Use Modifier to adjust layout instead of adding wrapper composables,Use Modifier.padding(),Wrap content with extra Box,Padding via modifier,Box just for padding,High,https://developer.android.com/jetpack/compose/modifiers
+25,Layout,Avoid deep layout nesting,Deep layout trees increase measure & layout cost,Keep layout flat,Box ? Column ? Box ? Row,Flat hierarchy,Deep nested tree,High,
+26,Layout,Use Row/Column for linear layout,Linear layouts are simpler and more performant,Use Row / Column,Custom layout for simple cases,Row/Column usage,Over-engineered layout,High,
+27,Layout,Use Box only for overlapping content,Box should be used only when children overlap,Stack elements,Use Box as Column,Proper overlay,Misused Box,Medium,
+28,Layout,Prefer LazyColumn over Column scroll,Lazy layouts are virtualized and efficient,LazyColumn,Column.verticalScroll(),Lazy list,Scrollable Column,High,https://developer.android.com/jetpack/compose/lists
+29,Layout,Avoid nested scroll containers,Nested scrolling causes UX & performance issues,Single scroll container,Scroll inside scroll,One scroll per screen,Nested scroll,High,
+30,Layout,Avoid fillMaxSize by default,fillMaxSize may break parent constraints,Use exact size,Fill max everywhere,Constraint-aware size,Overfilled layout,Medium,
+31,Layout,Avoid intrinsic size unless necessary,Intrinsic measurement is expensive,Explicit sizing,IntrinsicSize.Min,Predictable layout,Expensive measure,High,https://developer.android.com/jetpack/compose/layout/intrinsics
+32,Layout,Use Arrangement and Alignment APIs,Declare layout intent explicitly,Use Arrangement / Alignment,Manual spacing hacks,Declarative spacing,Magic spacing,High,
+33,Layout,Extract reusable layout patterns,Repeated layouts should be shared,Create layout composable,Copy-paste layouts,Reusable scaffold,Duplicated layout,High,
+34,Theming,No hardcoded text style,Use typography,MaterialTheme.typography,Hardcode sp,Scalable,Inconsistent,Medium,
+35,Testing,Stateless UI testing,Composable easy to test,Pass state,Hidden state,Testable,Hard test,High,https://developer.android.com/jetpack/compose/testing
+36,Testing,Use testTag,Stable UI selectors,Modifier.testTag,Find by text,Stable tests,Flaky tests,Medium,
+37,Preview,Multiple previews,Preview multiple states,@Preview,Single preview,Better dev UX,Misleading,Low,https://developer.android.com/jetpack/compose/tooling/preview
+38,DI,Inject VM via Hilt,Use hiltViewModel,@HiltViewModel,Manual VM,Clean DI,Coupling,High,https://developer.android.com/training/dependency-injection/hilt-jetpack
+39,DI,No DI in UI,Inject in VM,Constructor inject,Inject composable,Proper scope,Wrong scope,High,
+40,Accessibility,Content description,Accessible UI,contentDescription,Ignore a11y,Inclusive,A11y fail,Medium,https://developer.android.com/jetpack/compose/accessibility
+41,Accessibility,Semantics,Use semantics API,Modifier.semantics,None,Testable a11y,Invisible,Medium,
+42,Animation,Compose animation APIs,Use animate*AsState,AnimatedVisibility,Manual anim,Smooth,Jank,Medium,https://developer.android.com/jetpack/compose/animation
+43,Animation,Avoid animation logic in VM,Animation is UI concern,Animate in UI,Animate in VM,Correct layering,Mixed concern,Low,
+44,Modularization,Feature-based UI modules,UI per feature,:feature:ui,God module,Scalable,Tight coupling,High,https://developer.android.com/topic/modularization
+45,Modularization,Public UI contracts,Expose minimal UI API,Interface/Route,Expose impl,Encapsulated,Leaky module,Medium,
+46,State,Snapshot state only,Use Compose state,mutableStateOf,Custom observable,Compose aware,Buggy UI,Medium,
+47,State,Avoid mutable collections,Immutable list/map,PersistentList,MutableList,Stable UI,Silent bug,High,
+48,Lifecycle,RememberCoroutineScope usage,Only for UI jobs,UI coroutine,Long jobs,Scoped job,Leak,Medium,https://developer.android.com/jetpack/compose/side-effects#remembercoroutinescope
+49,Interop,Interop View carefully,Use AndroidView,Isolated usage,Mix everywhere,Safe interop,Messy UI,Low,https://developer.android.com/jetpack/compose/interop
+50,Interop,Avoid legacy patterns,No LiveData in UI,StateFlow,LiveData,Modern stack,Legacy debt,Medium,
+51,Debug,Use layout inspector,Inspect recomposition,Tools,Blind debug,Fast debug,Guessing,Low,https://developer.android.com/studio/debug/layout-inspector
+52,Debug,Enable recomposition counts,Track recomposition,Debug flags,Ignore,Performance aware,Hidden jank,Low,

.shared/ui-ux-pro-max/scripts/core.py

@@ -83,7 +83,8 @@ STACK_CONFIG = {
     "swiftui": {"file": "stacks/swiftui.csv"},
     "react-native": {"file": "stacks/react-native.csv"},
     "flutter": {"file": "stacks/flutter.csv"},
-    "shadcn": {"file": "stacks/shadcn.csv"}
+    "shadcn": {"file": "stacks/shadcn.csv"},
+    "jetpack-compose": {"file": "stacks/jetpack-compose.csv"}
 }
 
 # Common columns for all stacks

.shared/ui-ux-pro-max/scripts/design_system.py

@@ -7,10 +7,16 @@ to generate comprehensive design system recommendations.
 Usage:
     from design_system import generate_design_system
     result = generate_design_system("SaaS dashboard", "My Project")
+    
+    # With persistence (Master + Overrides pattern)
+    result = generate_design_system("SaaS dashboard", "My Project", persist=True)
+    result = generate_design_system("SaaS dashboard", "My Project", persist=True, page="dashboard")
 """
 
 import csv
 import json
+import os
+from datetime import datetime
 from pathlib import Path
 from core import search, DATA_DIR
 
@@ -452,7 +458,8 @@ def format_markdown(design_system: dict) -> str:
 
 
 # ============ MAIN ENTRY POINT ============
-def generate_design_system(query: str, project_name: str = None, output_format: str = "ascii") -> str:
+def generate_design_system(query: str, project_name: str = None, output_format: str = "ascii", 
+                           persist: bool = False, page: str = None, output_dir: str = None) -> str:
     """
     Main entry point for design system generation.
 
@@ -460,6 +467,9 @@ def generate_design_system(query: str, project_name: str = None, output_format:
         query: Search query (e.g., "SaaS dashboard", "e-commerce luxury")
         project_name: Optional project name for output header
         output_format: "ascii" (default) or "markdown"
+        persist: If True, save design system to design-system/ folder
+        page: Optional page name for page-specific override file
+        output_dir: Optional output directory (defaults to current working directory)
 
     Returns:
         Formatted design system string
@@ -467,11 +477,580 @@ def generate_design_system(query: str, project_name: str = None, output_format:
     generator = DesignSystemGenerator()
     design_system = generator.generate(query, project_name)
     
+    # Persist to files if requested
+    if persist:
+        persist_design_system(design_system, page, output_dir, query)
+
     if output_format == "markdown":
         return format_markdown(design_system)
     return format_ascii_box(design_system)
 
 
+# ============ PERSISTENCE FUNCTIONS ============
+def persist_design_system(design_system: dict, page: str = None, output_dir: str = None, page_query: str = None) -> dict:
+    """
+    Persist design system to design-system/<project>/ folder using Master + Overrides pattern.
+    
+    Args:
+        design_system: The generated design system dictionary
+        page: Optional page name for page-specific override file
+        output_dir: Optional output directory (defaults to current working directory)
+        page_query: Optional query string for intelligent page override generation
+    
+    Returns:
+        dict with created file paths and status
+    """
+    base_dir = Path(output_dir) if output_dir else Path.cwd()
+    
+    # Use project name for project-specific folder
+    project_name = design_system.get("project_name", "default")
+    project_slug = project_name.lower().replace(' ', '-')
+    
+    design_system_dir = base_dir / "design-system" / project_slug
+    pages_dir = design_system_dir / "pages"
+    
+    created_files = []
+    
+    # Create directories
+    design_system_dir.mkdir(parents=True, exist_ok=True)
+    pages_dir.mkdir(parents=True, exist_ok=True)
+    
+    master_file = design_system_dir / "MASTER.md"
+    
+    # Generate and write MASTER.md
+    master_content = format_master_md(design_system)
+    with open(master_file, 'w', encoding='utf-8') as f:
+        f.write(master_content)
+    created_files.append(str(master_file))
+    
+    # If page is specified, create page override file with intelligent content
+    if page:
+        page_file = pages_dir / f"{page.lower().replace(' ', '-')}.md"
+        page_content = format_page_override_md(design_system, page, page_query)
+        with open(page_file, 'w', encoding='utf-8') as f:
+            f.write(page_content)
+        created_files.append(str(page_file))
+    
+    return {
+        "status": "success",
+        "design_system_dir": str(design_system_dir),
+        "created_files": created_files
+    }
+
+
+def format_master_md(design_system: dict) -> str:
+    """Format design system as MASTER.md with hierarchical override logic."""
+    project = design_system.get("project_name", "PROJECT")
+    pattern = design_system.get("pattern", {})
+    style = design_system.get("style", {})
+    colors = design_system.get("colors", {})
+    typography = design_system.get("typography", {})
+    effects = design_system.get("key_effects", "")
+    anti_patterns = design_system.get("anti_patterns", "")
+    
+    timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+    
+    lines = []
+    
+    # Logic header
+    lines.append("# Design System Master File")
+    lines.append("")
+    lines.append("> **LOGIC:** When building a specific page, first check `design-system/pages/[page-name].md`.")
+    lines.append("> If that file exists, its rules **override** this Master file.")
+    lines.append("> If not, strictly follow the rules below.")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    lines.append(f"**Project:** {project}")
+    lines.append(f"**Generated:** {timestamp}")
+    lines.append(f"**Category:** {design_system.get('category', 'General')}")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    
+    # Global Rules section
+    lines.append("## Global Rules")
+    lines.append("")
+    
+    # Color Palette
+    lines.append("### Color Palette")
+    lines.append("")
+    lines.append("| Role | Hex | CSS Variable |")
+    lines.append("|------|-----|--------------|")
+    lines.append(f"| Primary | `{colors.get('primary', '#2563EB')}` | `--color-primary` |")
+    lines.append(f"| Secondary | `{colors.get('secondary', '#3B82F6')}` | `--color-secondary` |")
+    lines.append(f"| CTA/Accent | `{colors.get('cta', '#F97316')}` | `--color-cta` |")
+    lines.append(f"| Background | `{colors.get('background', '#F8FAFC')}` | `--color-background` |")
+    lines.append(f"| Text | `{colors.get('text', '#1E293B')}` | `--color-text` |")
+    lines.append("")
+    if colors.get("notes"):
+        lines.append(f"**Color Notes:** {colors.get('notes', '')}")
+        lines.append("")
+    
+    # Typography
+    lines.append("### Typography")
+    lines.append("")
+    lines.append(f"- **Heading Font:** {typography.get('heading', 'Inter')}")
+    lines.append(f"- **Body Font:** {typography.get('body', 'Inter')}")
+    if typography.get("mood"):
+        lines.append(f"- **Mood:** {typography.get('mood', '')}")
+    if typography.get("google_fonts_url"):
+        lines.append(f"- **Google Fonts:** [{typography.get('heading', '')} + {typography.get('body', '')}]({typography.get('google_fonts_url', '')})")
+    lines.append("")
+    if typography.get("css_import"):
+        lines.append("**CSS Import:**")
+        lines.append("```css")
+        lines.append(typography.get("css_import", ""))
+        lines.append("```")
+        lines.append("")
+    
+    # Spacing Variables
+    lines.append("### Spacing Variables")
+    lines.append("")
+    lines.append("| Token | Value | Usage |")
+    lines.append("|-------|-------|-------|")
+    lines.append("| `--space-xs` | `4px` / `0.25rem` | Tight gaps |")
+    lines.append("| `--space-sm` | `8px` / `0.5rem` | Icon gaps, inline spacing |")
+    lines.append("| `--space-md` | `16px` / `1rem` | Standard padding |")
+    lines.append("| `--space-lg` | `24px` / `1.5rem` | Section padding |")
+    lines.append("| `--space-xl` | `32px` / `2rem` | Large gaps |")
+    lines.append("| `--space-2xl` | `48px` / `3rem` | Section margins |")
+    lines.append("| `--space-3xl` | `64px` / `4rem` | Hero padding |")
+    lines.append("")
+    
+    # Shadow Depths
+    lines.append("### Shadow Depths")
+    lines.append("")
+    lines.append("| Level | Value | Usage |")
+    lines.append("|-------|-------|-------|")
+    lines.append("| `--shadow-sm` | `0 1px 2px rgba(0,0,0,0.05)` | Subtle lift |")
+    lines.append("| `--shadow-md` | `0 4px 6px rgba(0,0,0,0.1)` | Cards, buttons |")
+    lines.append("| `--shadow-lg` | `0 10px 15px rgba(0,0,0,0.1)` | Modals, dropdowns |")
+    lines.append("| `--shadow-xl` | `0 20px 25px rgba(0,0,0,0.15)` | Hero images, featured cards |")
+    lines.append("")
+    
+    # Component Specs section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Component Specs")
+    lines.append("")
+    
+    # Buttons
+    lines.append("### Buttons")
+    lines.append("")
+    lines.append("```css")
+    lines.append("/* Primary Button */")
+    lines.append(".btn-primary {")
+    lines.append(f"  background: {colors.get('cta', '#F97316')};")
+    lines.append("  color: white;")
+    lines.append("  padding: 12px 24px;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-weight: 600;")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".btn-primary:hover {")
+    lines.append("  opacity: 0.9;")
+    lines.append("  transform: translateY(-1px);")
+    lines.append("}")
+    lines.append("")
+    lines.append("/* Secondary Button */")
+    lines.append(".btn-secondary {")
+    lines.append(f"  background: transparent;")
+    lines.append(f"  color: {colors.get('primary', '#2563EB')};")
+    lines.append(f"  border: 2px solid {colors.get('primary', '#2563EB')};")
+    lines.append("  padding: 12px 24px;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-weight: 600;")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Cards
+    lines.append("### Cards")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".card {")
+    lines.append(f"  background: {colors.get('background', '#FFFFFF')};")
+    lines.append("  border-radius: 12px;")
+    lines.append("  padding: 24px;")
+    lines.append("  box-shadow: var(--shadow-md);")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".card:hover {")
+    lines.append("  box-shadow: var(--shadow-lg);")
+    lines.append("  transform: translateY(-2px);")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Inputs
+    lines.append("### Inputs")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".input {")
+    lines.append("  padding: 12px 16px;")
+    lines.append("  border: 1px solid #E2E8F0;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-size: 16px;")
+    lines.append("  transition: border-color 200ms ease;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".input:focus {")
+    lines.append(f"  border-color: {colors.get('primary', '#2563EB')};")
+    lines.append("  outline: none;")
+    lines.append(f"  box-shadow: 0 0 0 3px {colors.get('primary', '#2563EB')}20;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Modals
+    lines.append("### Modals")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".modal-overlay {")
+    lines.append("  background: rgba(0, 0, 0, 0.5);")
+    lines.append("  backdrop-filter: blur(4px);")
+    lines.append("}")
+    lines.append("")
+    lines.append(".modal {")
+    lines.append("  background: white;")
+    lines.append("  border-radius: 16px;")
+    lines.append("  padding: 32px;")
+    lines.append("  box-shadow: var(--shadow-xl);")
+    lines.append("  max-width: 500px;")
+    lines.append("  width: 90%;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Style section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Style Guidelines")
+    lines.append("")
+    lines.append(f"**Style:** {style.get('name', 'Minimalism')}")
+    lines.append("")
+    if style.get("keywords"):
+        lines.append(f"**Keywords:** {style.get('keywords', '')}")
+        lines.append("")
+    if style.get("best_for"):
+        lines.append(f"**Best For:** {style.get('best_for', '')}")
+        lines.append("")
+    if effects:
+        lines.append(f"**Key Effects:** {effects}")
+        lines.append("")
+    
+    # Layout Pattern
+    lines.append("### Page Pattern")
+    lines.append("")
+    lines.append(f"**Pattern Name:** {pattern.get('name', '')}")
+    lines.append("")
+    if pattern.get('conversion'):
+        lines.append(f"- **Conversion Strategy:** {pattern.get('conversion', '')}")
+    if pattern.get('cta_placement'):
+        lines.append(f"- **CTA Placement:** {pattern.get('cta_placement', '')}")
+    lines.append(f"- **Section Order:** {pattern.get('sections', '')}")
+    lines.append("")
+    
+    # Anti-Patterns section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Anti-Patterns (Do NOT Use)")
+    lines.append("")
+    if anti_patterns:
+        anti_list = [a.strip() for a in anti_patterns.split("+")]
+        for anti in anti_list:
+            if anti:
+                lines.append(f"- ❌ {anti}")
+    lines.append("")
+    lines.append("### Additional Forbidden Patterns")
+    lines.append("")
+    lines.append("- ❌ **Emojis as icons** — Use SVG icons (Heroicons, Lucide, Simple Icons)")
+    lines.append("- ❌ **Missing cursor:pointer** — All clickable elements must have cursor:pointer")
+    lines.append("- ❌ **Layout-shifting hovers** — Avoid scale transforms that shift layout")
+    lines.append("- ❌ **Low contrast text** — Maintain 4.5:1 minimum contrast ratio")
+    lines.append("- ❌ **Instant state changes** — Always use transitions (150-300ms)")
+    lines.append("- ❌ **Invisible focus states** — Focus states must be visible for a11y")
+    lines.append("")
+    
+    # Pre-Delivery Checklist
+    lines.append("---")
+    lines.append("")
+    lines.append("## Pre-Delivery Checklist")
+    lines.append("")
+    lines.append("Before delivering any UI code, verify:")
+    lines.append("")
+    lines.append("- [ ] No emojis used as icons (use SVG instead)")
+    lines.append("- [ ] All icons from consistent icon set (Heroicons/Lucide)")
+    lines.append("- [ ] `cursor-pointer` on all clickable elements")
+    lines.append("- [ ] Hover states with smooth transitions (150-300ms)")
+    lines.append("- [ ] Light mode: text contrast 4.5:1 minimum")
+    lines.append("- [ ] Focus states visible for keyboard navigation")
+    lines.append("- [ ] `prefers-reduced-motion` respected")
+    lines.append("- [ ] Responsive: 375px, 768px, 1024px, 1440px")
+    lines.append("- [ ] No content hidden behind fixed navbars")
+    lines.append("- [ ] No horizontal scroll on mobile")
+    lines.append("")
+    
+    return "\n".join(lines)
+
+
+def format_page_override_md(design_system: dict, page_name: str, page_query: str = None) -> str:
+    """Format a page-specific override file with intelligent AI-generated content."""
+    project = design_system.get("project_name", "PROJECT")
+    timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+    page_title = page_name.replace("-", " ").replace("_", " ").title()
+    
+    # Detect page type and generate intelligent overrides
+    page_overrides = _generate_intelligent_overrides(page_name, page_query, design_system)
+    
+    lines = []
+    
+    lines.append(f"# {page_title} Page Overrides")
+    lines.append("")
+    lines.append(f"> **PROJECT:** {project}")
+    lines.append(f"> **Generated:** {timestamp}")
+    lines.append(f"> **Page Type:** {page_overrides.get('page_type', 'General')}")
+    lines.append("")
+    lines.append("> ⚠️ **IMPORTANT:** Rules in this file **override** the Master file (`design-system/MASTER.md`).")
+    lines.append("> Only deviations from the Master are documented here. For all other rules, refer to the Master.")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    
+    # Page-specific rules with actual content
+    lines.append("## Page-Specific Rules")
+    lines.append("")
+    
+    # Layout Overrides
+    lines.append("### Layout Overrides")
+    lines.append("")
+    layout = page_overrides.get("layout", {})
+    if layout:
+        for key, value in layout.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master layout")
+    lines.append("")
+    
+    # Spacing Overrides
+    lines.append("### Spacing Overrides")
+    lines.append("")
+    spacing = page_overrides.get("spacing", {})
+    if spacing:
+        for key, value in spacing.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master spacing")
+    lines.append("")
+    
+    # Typography Overrides
+    lines.append("### Typography Overrides")
+    lines.append("")
+    typography = page_overrides.get("typography", {})
+    if typography:
+        for key, value in typography.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master typography")
+    lines.append("")
+    
+    # Color Overrides
+    lines.append("### Color Overrides")
+    lines.append("")
+    colors = page_overrides.get("colors", {})
+    if colors:
+        for key, value in colors.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master colors")
+    lines.append("")
+    
+    # Component Overrides
+    lines.append("### Component Overrides")
+    lines.append("")
+    components = page_overrides.get("components", [])
+    if components:
+        for comp in components:
+            lines.append(f"- {comp}")
+    else:
+        lines.append("- No overrides — use Master component specs")
+    lines.append("")
+    
+    # Page-Specific Components
+    lines.append("---")
+    lines.append("")
+    lines.append("## Page-Specific Components")
+    lines.append("")
+    unique_components = page_overrides.get("unique_components", [])
+    if unique_components:
+        for comp in unique_components:
+            lines.append(f"- {comp}")
+    else:
+        lines.append("- No unique components for this page")
+    lines.append("")
+    
+    # Recommendations
+    lines.append("---")
+    lines.append("")
+    lines.append("## Recommendations")
+    lines.append("")
+    recommendations = page_overrides.get("recommendations", [])
+    if recommendations:
+        for rec in recommendations:
+            lines.append(f"- {rec}")
+    lines.append("")
+    
+    return "\n".join(lines)
+
+
+def _generate_intelligent_overrides(page_name: str, page_query: str, design_system: dict) -> dict:
+    """
+    Generate intelligent overrides based on page type using layered search.
+    
+    Uses the existing search infrastructure to find relevant style, UX, and layout
+    data instead of hardcoded page types.
+    """
+    from core import search
+    
+    page_lower = page_name.lower()
+    query_lower = (page_query or "").lower()
+    combined_context = f"{page_lower} {query_lower}"
+    
+    # Search across multiple domains for page-specific guidance
+    style_search = search(combined_context, "style", max_results=1)
+    ux_search = search(combined_context, "ux", max_results=3)
+    landing_search = search(combined_context, "landing", max_results=1)
+    
+    # Extract results from search response
+    style_results = style_search.get("results", [])
+    ux_results = ux_search.get("results", [])
+    landing_results = landing_search.get("results", [])
+    
+    # Detect page type from search results or context
+    page_type = _detect_page_type(combined_context, style_results)
+    
+    # Build overrides from search results
+    layout = {}
+    spacing = {}
+    typography = {}
+    colors = {}
+    components = []
+    unique_components = []
+    recommendations = []
+    
+    # Extract style-based overrides
+    if style_results:
+        style = style_results[0]
+        style_name = style.get("Style Category", "")
+        keywords = style.get("Keywords", "")
+        best_for = style.get("Best For", "")
+        effects = style.get("Effects & Animation", "")
+        
+        # Infer layout from style keywords
+        if any(kw in keywords.lower() for kw in ["data", "dense", "dashboard", "grid"]):
+            layout["Max Width"] = "1400px or full-width"
+            layout["Grid"] = "12-column grid for data flexibility"
+            spacing["Content Density"] = "High — optimize for information display"
+        elif any(kw in keywords.lower() for kw in ["minimal", "simple", "clean", "single"]):
+            layout["Max Width"] = "800px (narrow, focused)"
+            layout["Layout"] = "Single column, centered"
+            spacing["Content Density"] = "Low — focus on clarity"
+        else:
+            layout["Max Width"] = "1200px (standard)"
+            layout["Layout"] = "Full-width sections, centered content"
+        
+        if effects:
+            recommendations.append(f"Effects: {effects}")
+    
+    # Extract UX guidelines as recommendations
+    for ux in ux_results:
+        category = ux.get("Category", "")
+        do_text = ux.get("Do", "")
+        dont_text = ux.get("Don't", "")
+        if do_text:
+            recommendations.append(f"{category}: {do_text}")
+        if dont_text:
+            components.append(f"Avoid: {dont_text}")
+    
+    # Extract landing pattern info for section structure
+    if landing_results:
+        landing = landing_results[0]
+        sections = landing.get("Section Order", "")
+        cta_placement = landing.get("Primary CTA Placement", "")
+        color_strategy = landing.get("Color Strategy", "")
+        
+        if sections:
+            layout["Sections"] = sections
+        if cta_placement:
+            recommendations.append(f"CTA Placement: {cta_placement}")
+        if color_strategy:
+            colors["Strategy"] = color_strategy
+    
+    # Add page-type specific defaults if no search results
+    if not layout:
+        layout["Max Width"] = "1200px"
+        layout["Layout"] = "Responsive grid"
+    
+    if not recommendations:
+        recommendations = [
+            "Refer to MASTER.md for all design rules",
+            "Add specific overrides as needed for this page"
+        ]
+    
+    return {
+        "page_type": page_type,
+        "layout": layout,
+        "spacing": spacing,
+        "typography": typography,
+        "colors": colors,
+        "components": components,
+        "unique_components": unique_components,
+        "recommendations": recommendations
+    }
+
+
+def _detect_page_type(context: str, style_results: list) -> str:
+    """Detect page type from context and search results."""
+    context_lower = context.lower()
+    
+    # Check for common page type patterns
+    page_patterns = [
+        (["dashboard", "admin", "analytics", "data", "metrics", "stats", "monitor", "overview"], "Dashboard / Data View"),
+        (["checkout", "payment", "cart", "purchase", "order", "billing"], "Checkout / Payment"),
+        (["settings", "profile", "account", "preferences", "config"], "Settings / Profile"),
+        (["landing", "marketing", "homepage", "hero", "home", "promo"], "Landing / Marketing"),
+        (["login", "signin", "signup", "register", "auth", "password"], "Authentication"),
+        (["pricing", "plans", "subscription", "tiers", "packages"], "Pricing / Plans"),
+        (["blog", "article", "post", "news", "content", "story"], "Blog / Article"),
+        (["product", "item", "detail", "pdp", "shop", "store"], "Product Detail"),
+        (["search", "results", "browse", "filter", "catalog", "list"], "Search Results"),
+        (["empty", "404", "error", "not found", "zero"], "Empty State"),
+    ]
+    
+    for keywords, page_type in page_patterns:
+        if any(kw in context_lower for kw in keywords):
+            return page_type
+    
+    # Fallback: try to infer from style results
+    if style_results:
+        style_name = style_results[0].get("Style Category", "").lower()
+        best_for = style_results[0].get("Best For", "").lower()
+        
+        if "dashboard" in best_for or "data" in best_for:
+            return "Dashboard / Data View"
+        elif "landing" in best_for or "marketing" in best_for:
+            return "Landing / Marketing"
+    
+    return "General"
+
+
 # ============ CLI SUPPORT ============
 if __name__ == "__main__":
     import argparse

.shared/ui-ux-pro-max/scripts/search.py

@@ -4,14 +4,19 @@
 UI/UX Pro Max Search - BM25 search engine for UI/UX style guides
 Usage: python search.py "<query>" [--domain <domain>] [--stack <stack>] [--max-results 3]
        python search.py "<query>" --design-system [-p "Project Name"]
+       python search.py "<query>" --design-system --persist [-p "Project Name"] [--page "dashboard"]
 
 Domains: style, prompt, color, chart, landing, product, ux, typography
 Stacks: html-tailwind, react, nextjs
+
+Persistence (Master + Overrides pattern):
+  --persist    Save design system to design-system/MASTER.md
+  --page       Also create a page-specific override file in design-system/pages/
 """
 
 import argparse
 from core import CSV_CONFIG, AVAILABLE_STACKS, MAX_RESULTS, search, search_stack
-from design_system import generate_design_system
+from design_system import generate_design_system, persist_design_system
 
 
 def format_output(result):
@@ -51,13 +56,38 @@ if __name__ == "__main__":
     parser.add_argument("--design-system", "-ds", action="store_true", help="Generate complete design system recommendation")
     parser.add_argument("--project-name", "-p", type=str, default=None, help="Project name for design system output")
     parser.add_argument("--format", "-f", choices=["ascii", "markdown"], default="ascii", help="Output format for design system")
+    # Persistence (Master + Overrides pattern)
+    parser.add_argument("--persist", action="store_true", help="Save design system to design-system/MASTER.md (creates hierarchical structure)")
+    parser.add_argument("--page", type=str, default=None, help="Create page-specific override file in design-system/pages/")
+    parser.add_argument("--output-dir", "-o", type=str, default=None, help="Output directory for persisted files (default: current directory)")
 
     args = parser.parse_args()
 
     # Design system takes priority
     if args.design_system:
-        result = generate_design_system(args.query, args.project_name, args.format)
+        result = generate_design_system(
+            args.query, 
+            args.project_name, 
+            args.format,
+            persist=args.persist,
+            page=args.page,
+            output_dir=args.output_dir
+        )
         print(result)
+        
+        # Print persistence confirmation
+        if args.persist:
+            project_slug = args.project_name.lower().replace(' ', '-') if args.project_name else "default"
+            print("\n" + "=" * 60)
+            print(f"✅ Design system persisted to design-system/{project_slug}/")
+            print(f"   📄 design-system/{project_slug}/MASTER.md (Global Source of Truth)")
+            if args.page:
+                page_filename = args.page.lower().replace(' ', '-')
+                print(f"   📄 design-system/{project_slug}/pages/{page_filename}.md (Page Overrides)")
+            print("")
+            print(f"📖 Usage: When building a page, check design-system/{project_slug}/pages/[page].md first.")
+            print(f"   If exists, its rules override MASTER.md. Otherwise, use MASTER.md.")
+            print("=" * 60)
     # Stack search
     elif args.stack:
         result = search_stack(args.query, args.stack, args.max_results)

.trae/skills/ui-ux-pro-max/scripts/design_system.py

@@ -7,10 +7,16 @@ to generate comprehensive design system recommendations.
 Usage:
     from design_system import generate_design_system
     result = generate_design_system("SaaS dashboard", "My Project")
+    
+    # With persistence (Master + Overrides pattern)
+    result = generate_design_system("SaaS dashboard", "My Project", persist=True)
+    result = generate_design_system("SaaS dashboard", "My Project", persist=True, page="dashboard")
 """
 
 import csv
 import json
+import os
+from datetime import datetime
 from pathlib import Path
 from core import search, DATA_DIR
 
@@ -338,6 +344,21 @@ def format_ascii_box(design_system: dict) -> str:
             lines.append(line.ljust(BOX_WIDTH) + "|")
         lines.append("|" + " " * BOX_WIDTH + "|")
 
+    # Pre-Delivery Checklist section
+    lines.append("|  PRE-DELIVERY CHECKLIST:".ljust(BOX_WIDTH) + "|")
+    checklist_items = [
+        "[ ] No emojis as icons (use SVG: Heroicons/Lucide)",
+        "[ ] cursor-pointer on all clickable elements",
+        "[ ] Hover states with smooth transitions (150-300ms)",
+        "[ ] Light mode: text contrast 4.5:1 minimum",
+        "[ ] Focus states visible for keyboard nav",
+        "[ ] prefers-reduced-motion respected",
+        "[ ] Responsive: 375px, 768px, 1024px, 1440px"
+    ]
+    for item in checklist_items:
+        lines.append(f"|     {item}".ljust(BOX_WIDTH) + "|")
+    lines.append("|" + " " * BOX_WIDTH + "|")
+
     lines.append("+" + "-" * w + "+")
 
     return "\n".join(lines)
@@ -422,11 +443,23 @@ def format_markdown(design_system: dict) -> str:
         lines.append(f"- {anti_patterns.replace(' + ', '\n- ')}")
         lines.append("")
 
+    # Pre-Delivery Checklist section
+    lines.append("### Pre-Delivery Checklist")
+    lines.append("- [ ] No emojis as icons (use SVG: Heroicons/Lucide)")
+    lines.append("- [ ] cursor-pointer on all clickable elements")
+    lines.append("- [ ] Hover states with smooth transitions (150-300ms)")
+    lines.append("- [ ] Light mode: text contrast 4.5:1 minimum")
+    lines.append("- [ ] Focus states visible for keyboard nav")
+    lines.append("- [ ] prefers-reduced-motion respected")
+    lines.append("- [ ] Responsive: 375px, 768px, 1024px, 1440px")
+    lines.append("")
+
     return "\n".join(lines)
 
 
 # ============ MAIN ENTRY POINT ============
-def generate_design_system(query: str, project_name: str = None, output_format: str = "ascii") -> str:
+def generate_design_system(query: str, project_name: str = None, output_format: str = "ascii", 
+                           persist: bool = False, page: str = None, output_dir: str = None) -> str:
     """
     Main entry point for design system generation.
 
@@ -434,6 +467,9 @@ def generate_design_system(query: str, project_name: str = None, output_format:
         query: Search query (e.g., "SaaS dashboard", "e-commerce luxury")
         project_name: Optional project name for output header
         output_format: "ascii" (default) or "markdown"
+        persist: If True, save design system to design-system/ folder
+        page: Optional page name for page-specific override file
+        output_dir: Optional output directory (defaults to current working directory)
 
     Returns:
         Formatted design system string
@@ -441,11 +477,580 @@ def generate_design_system(query: str, project_name: str = None, output_format:
     generator = DesignSystemGenerator()
     design_system = generator.generate(query, project_name)
     
+    # Persist to files if requested
+    if persist:
+        persist_design_system(design_system, page, output_dir, query)
+
     if output_format == "markdown":
         return format_markdown(design_system)
     return format_ascii_box(design_system)
 
 
+# ============ PERSISTENCE FUNCTIONS ============
+def persist_design_system(design_system: dict, page: str = None, output_dir: str = None, page_query: str = None) -> dict:
+    """
+    Persist design system to design-system/<project>/ folder using Master + Overrides pattern.
+    
+    Args:
+        design_system: The generated design system dictionary
+        page: Optional page name for page-specific override file
+        output_dir: Optional output directory (defaults to current working directory)
+        page_query: Optional query string for intelligent page override generation
+    
+    Returns:
+        dict with created file paths and status
+    """
+    base_dir = Path(output_dir) if output_dir else Path.cwd()
+    
+    # Use project name for project-specific folder
+    project_name = design_system.get("project_name", "default")
+    project_slug = project_name.lower().replace(' ', '-')
+    
+    design_system_dir = base_dir / "design-system" / project_slug
+    pages_dir = design_system_dir / "pages"
+    
+    created_files = []
+    
+    # Create directories
+    design_system_dir.mkdir(parents=True, exist_ok=True)
+    pages_dir.mkdir(parents=True, exist_ok=True)
+    
+    master_file = design_system_dir / "MASTER.md"
+    
+    # Generate and write MASTER.md
+    master_content = format_master_md(design_system)
+    with open(master_file, 'w', encoding='utf-8') as f:
+        f.write(master_content)
+    created_files.append(str(master_file))
+    
+    # If page is specified, create page override file with intelligent content
+    if page:
+        page_file = pages_dir / f"{page.lower().replace(' ', '-')}.md"
+        page_content = format_page_override_md(design_system, page, page_query)
+        with open(page_file, 'w', encoding='utf-8') as f:
+            f.write(page_content)
+        created_files.append(str(page_file))
+    
+    return {
+        "status": "success",
+        "design_system_dir": str(design_system_dir),
+        "created_files": created_files
+    }
+
+
+def format_master_md(design_system: dict) -> str:
+    """Format design system as MASTER.md with hierarchical override logic."""
+    project = design_system.get("project_name", "PROJECT")
+    pattern = design_system.get("pattern", {})
+    style = design_system.get("style", {})
+    colors = design_system.get("colors", {})
+    typography = design_system.get("typography", {})
+    effects = design_system.get("key_effects", "")
+    anti_patterns = design_system.get("anti_patterns", "")
+    
+    timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+    
+    lines = []
+    
+    # Logic header
+    lines.append("# Design System Master File")
+    lines.append("")
+    lines.append("> **LOGIC:** When building a specific page, first check `design-system/pages/[page-name].md`.")
+    lines.append("> If that file exists, its rules **override** this Master file.")
+    lines.append("> If not, strictly follow the rules below.")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    lines.append(f"**Project:** {project}")
+    lines.append(f"**Generated:** {timestamp}")
+    lines.append(f"**Category:** {design_system.get('category', 'General')}")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    
+    # Global Rules section
+    lines.append("## Global Rules")
+    lines.append("")
+    
+    # Color Palette
+    lines.append("### Color Palette")
+    lines.append("")
+    lines.append("| Role | Hex | CSS Variable |")
+    lines.append("|------|-----|--------------|")
+    lines.append(f"| Primary | `{colors.get('primary', '#2563EB')}` | `--color-primary` |")
+    lines.append(f"| Secondary | `{colors.get('secondary', '#3B82F6')}` | `--color-secondary` |")
+    lines.append(f"| CTA/Accent | `{colors.get('cta', '#F97316')}` | `--color-cta` |")
+    lines.append(f"| Background | `{colors.get('background', '#F8FAFC')}` | `--color-background` |")
+    lines.append(f"| Text | `{colors.get('text', '#1E293B')}` | `--color-text` |")
+    lines.append("")
+    if colors.get("notes"):
+        lines.append(f"**Color Notes:** {colors.get('notes', '')}")
+        lines.append("")
+    
+    # Typography
+    lines.append("### Typography")
+    lines.append("")
+    lines.append(f"- **Heading Font:** {typography.get('heading', 'Inter')}")
+    lines.append(f"- **Body Font:** {typography.get('body', 'Inter')}")
+    if typography.get("mood"):
+        lines.append(f"- **Mood:** {typography.get('mood', '')}")
+    if typography.get("google_fonts_url"):
+        lines.append(f"- **Google Fonts:** [{typography.get('heading', '')} + {typography.get('body', '')}]({typography.get('google_fonts_url', '')})")
+    lines.append("")
+    if typography.get("css_import"):
+        lines.append("**CSS Import:**")
+        lines.append("```css")
+        lines.append(typography.get("css_import", ""))
+        lines.append("```")
+        lines.append("")
+    
+    # Spacing Variables
+    lines.append("### Spacing Variables")
+    lines.append("")
+    lines.append("| Token | Value | Usage |")
+    lines.append("|-------|-------|-------|")
+    lines.append("| `--space-xs` | `4px` / `0.25rem` | Tight gaps |")
+    lines.append("| `--space-sm` | `8px` / `0.5rem` | Icon gaps, inline spacing |")
+    lines.append("| `--space-md` | `16px` / `1rem` | Standard padding |")
+    lines.append("| `--space-lg` | `24px` / `1.5rem` | Section padding |")
+    lines.append("| `--space-xl` | `32px` / `2rem` | Large gaps |")
+    lines.append("| `--space-2xl` | `48px` / `3rem` | Section margins |")
+    lines.append("| `--space-3xl` | `64px` / `4rem` | Hero padding |")
+    lines.append("")
+    
+    # Shadow Depths
+    lines.append("### Shadow Depths")
+    lines.append("")
+    lines.append("| Level | Value | Usage |")
+    lines.append("|-------|-------|-------|")
+    lines.append("| `--shadow-sm` | `0 1px 2px rgba(0,0,0,0.05)` | Subtle lift |")
+    lines.append("| `--shadow-md` | `0 4px 6px rgba(0,0,0,0.1)` | Cards, buttons |")
+    lines.append("| `--shadow-lg` | `0 10px 15px rgba(0,0,0,0.1)` | Modals, dropdowns |")
+    lines.append("| `--shadow-xl` | `0 20px 25px rgba(0,0,0,0.15)` | Hero images, featured cards |")
+    lines.append("")
+    
+    # Component Specs section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Component Specs")
+    lines.append("")
+    
+    # Buttons
+    lines.append("### Buttons")
+    lines.append("")
+    lines.append("```css")
+    lines.append("/* Primary Button */")
+    lines.append(".btn-primary {")
+    lines.append(f"  background: {colors.get('cta', '#F97316')};")
+    lines.append("  color: white;")
+    lines.append("  padding: 12px 24px;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-weight: 600;")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".btn-primary:hover {")
+    lines.append("  opacity: 0.9;")
+    lines.append("  transform: translateY(-1px);")
+    lines.append("}")
+    lines.append("")
+    lines.append("/* Secondary Button */")
+    lines.append(".btn-secondary {")
+    lines.append(f"  background: transparent;")
+    lines.append(f"  color: {colors.get('primary', '#2563EB')};")
+    lines.append(f"  border: 2px solid {colors.get('primary', '#2563EB')};")
+    lines.append("  padding: 12px 24px;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-weight: 600;")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Cards
+    lines.append("### Cards")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".card {")
+    lines.append(f"  background: {colors.get('background', '#FFFFFF')};")
+    lines.append("  border-radius: 12px;")
+    lines.append("  padding: 24px;")
+    lines.append("  box-shadow: var(--shadow-md);")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".card:hover {")
+    lines.append("  box-shadow: var(--shadow-lg);")
+    lines.append("  transform: translateY(-2px);")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Inputs
+    lines.append("### Inputs")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".input {")
+    lines.append("  padding: 12px 16px;")
+    lines.append("  border: 1px solid #E2E8F0;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-size: 16px;")
+    lines.append("  transition: border-color 200ms ease;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".input:focus {")
+    lines.append(f"  border-color: {colors.get('primary', '#2563EB')};")
+    lines.append("  outline: none;")
+    lines.append(f"  box-shadow: 0 0 0 3px {colors.get('primary', '#2563EB')}20;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Modals
+    lines.append("### Modals")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".modal-overlay {")
+    lines.append("  background: rgba(0, 0, 0, 0.5);")
+    lines.append("  backdrop-filter: blur(4px);")
+    lines.append("}")
+    lines.append("")
+    lines.append(".modal {")
+    lines.append("  background: white;")
+    lines.append("  border-radius: 16px;")
+    lines.append("  padding: 32px;")
+    lines.append("  box-shadow: var(--shadow-xl);")
+    lines.append("  max-width: 500px;")
+    lines.append("  width: 90%;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Style section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Style Guidelines")
+    lines.append("")
+    lines.append(f"**Style:** {style.get('name', 'Minimalism')}")
+    lines.append("")
+    if style.get("keywords"):
+        lines.append(f"**Keywords:** {style.get('keywords', '')}")
+        lines.append("")
+    if style.get("best_for"):
+        lines.append(f"**Best For:** {style.get('best_for', '')}")
+        lines.append("")
+    if effects:
+        lines.append(f"**Key Effects:** {effects}")
+        lines.append("")
+    
+    # Layout Pattern
+    lines.append("### Page Pattern")
+    lines.append("")
+    lines.append(f"**Pattern Name:** {pattern.get('name', '')}")
+    lines.append("")
+    if pattern.get('conversion'):
+        lines.append(f"- **Conversion Strategy:** {pattern.get('conversion', '')}")
+    if pattern.get('cta_placement'):
+        lines.append(f"- **CTA Placement:** {pattern.get('cta_placement', '')}")
+    lines.append(f"- **Section Order:** {pattern.get('sections', '')}")
+    lines.append("")
+    
+    # Anti-Patterns section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Anti-Patterns (Do NOT Use)")
+    lines.append("")
+    if anti_patterns:
+        anti_list = [a.strip() for a in anti_patterns.split("+")]
+        for anti in anti_list:
+            if anti:
+                lines.append(f"- ❌ {anti}")
+    lines.append("")
+    lines.append("### Additional Forbidden Patterns")
+    lines.append("")
+    lines.append("- ❌ **Emojis as icons** — Use SVG icons (Heroicons, Lucide, Simple Icons)")
+    lines.append("- ❌ **Missing cursor:pointer** — All clickable elements must have cursor:pointer")
+    lines.append("- ❌ **Layout-shifting hovers** — Avoid scale transforms that shift layout")
+    lines.append("- ❌ **Low contrast text** — Maintain 4.5:1 minimum contrast ratio")
+    lines.append("- ❌ **Instant state changes** — Always use transitions (150-300ms)")
+    lines.append("- ❌ **Invisible focus states** — Focus states must be visible for a11y")
+    lines.append("")
+    
+    # Pre-Delivery Checklist
+    lines.append("---")
+    lines.append("")
+    lines.append("## Pre-Delivery Checklist")
+    lines.append("")
+    lines.append("Before delivering any UI code, verify:")
+    lines.append("")
+    lines.append("- [ ] No emojis used as icons (use SVG instead)")
+    lines.append("- [ ] All icons from consistent icon set (Heroicons/Lucide)")
+    lines.append("- [ ] `cursor-pointer` on all clickable elements")
+    lines.append("- [ ] Hover states with smooth transitions (150-300ms)")
+    lines.append("- [ ] Light mode: text contrast 4.5:1 minimum")
+    lines.append("- [ ] Focus states visible for keyboard navigation")
+    lines.append("- [ ] `prefers-reduced-motion` respected")
+    lines.append("- [ ] Responsive: 375px, 768px, 1024px, 1440px")
+    lines.append("- [ ] No content hidden behind fixed navbars")
+    lines.append("- [ ] No horizontal scroll on mobile")
+    lines.append("")
+    
+    return "\n".join(lines)
+
+
+def format_page_override_md(design_system: dict, page_name: str, page_query: str = None) -> str:
+    """Format a page-specific override file with intelligent AI-generated content."""
+    project = design_system.get("project_name", "PROJECT")
+    timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+    page_title = page_name.replace("-", " ").replace("_", " ").title()
+    
+    # Detect page type and generate intelligent overrides
+    page_overrides = _generate_intelligent_overrides(page_name, page_query, design_system)
+    
+    lines = []
+    
+    lines.append(f"# {page_title} Page Overrides")
+    lines.append("")
+    lines.append(f"> **PROJECT:** {project}")
+    lines.append(f"> **Generated:** {timestamp}")
+    lines.append(f"> **Page Type:** {page_overrides.get('page_type', 'General')}")
+    lines.append("")
+    lines.append("> ⚠️ **IMPORTANT:** Rules in this file **override** the Master file (`design-system/MASTER.md`).")
+    lines.append("> Only deviations from the Master are documented here. For all other rules, refer to the Master.")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    
+    # Page-specific rules with actual content
+    lines.append("## Page-Specific Rules")
+    lines.append("")
+    
+    # Layout Overrides
+    lines.append("### Layout Overrides")
+    lines.append("")
+    layout = page_overrides.get("layout", {})
+    if layout:
+        for key, value in layout.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master layout")
+    lines.append("")
+    
+    # Spacing Overrides
+    lines.append("### Spacing Overrides")
+    lines.append("")
+    spacing = page_overrides.get("spacing", {})
+    if spacing:
+        for key, value in spacing.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master spacing")
+    lines.append("")
+    
+    # Typography Overrides
+    lines.append("### Typography Overrides")
+    lines.append("")
+    typography = page_overrides.get("typography", {})
+    if typography:
+        for key, value in typography.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master typography")
+    lines.append("")
+    
+    # Color Overrides
+    lines.append("### Color Overrides")
+    lines.append("")
+    colors = page_overrides.get("colors", {})
+    if colors:
+        for key, value in colors.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master colors")
+    lines.append("")
+    
+    # Component Overrides
+    lines.append("### Component Overrides")
+    lines.append("")
+    components = page_overrides.get("components", [])
+    if components:
+        for comp in components:
+            lines.append(f"- {comp}")
+    else:
+        lines.append("- No overrides — use Master component specs")
+    lines.append("")
+    
+    # Page-Specific Components
+    lines.append("---")
+    lines.append("")
+    lines.append("## Page-Specific Components")
+    lines.append("")
+    unique_components = page_overrides.get("unique_components", [])
+    if unique_components:
+        for comp in unique_components:
+            lines.append(f"- {comp}")
+    else:
+        lines.append("- No unique components for this page")
+    lines.append("")
+    
+    # Recommendations
+    lines.append("---")
+    lines.append("")
+    lines.append("## Recommendations")
+    lines.append("")
+    recommendations = page_overrides.get("recommendations", [])
+    if recommendations:
+        for rec in recommendations:
+            lines.append(f"- {rec}")
+    lines.append("")
+    
+    return "\n".join(lines)
+
+
+def _generate_intelligent_overrides(page_name: str, page_query: str, design_system: dict) -> dict:
+    """
+    Generate intelligent overrides based on page type using layered search.
+    
+    Uses the existing search infrastructure to find relevant style, UX, and layout
+    data instead of hardcoded page types.
+    """
+    from core import search
+    
+    page_lower = page_name.lower()
+    query_lower = (page_query or "").lower()
+    combined_context = f"{page_lower} {query_lower}"
+    
+    # Search across multiple domains for page-specific guidance
+    style_search = search(combined_context, "style", max_results=1)
+    ux_search = search(combined_context, "ux", max_results=3)
+    landing_search = search(combined_context, "landing", max_results=1)
+    
+    # Extract results from search response
+    style_results = style_search.get("results", [])
+    ux_results = ux_search.get("results", [])
+    landing_results = landing_search.get("results", [])
+    
+    # Detect page type from search results or context
+    page_type = _detect_page_type(combined_context, style_results)
+    
+    # Build overrides from search results
+    layout = {}
+    spacing = {}
+    typography = {}
+    colors = {}
+    components = []
+    unique_components = []
+    recommendations = []
+    
+    # Extract style-based overrides
+    if style_results:
+        style = style_results[0]
+        style_name = style.get("Style Category", "")
+        keywords = style.get("Keywords", "")
+        best_for = style.get("Best For", "")
+        effects = style.get("Effects & Animation", "")
+        
+        # Infer layout from style keywords
+        if any(kw in keywords.lower() for kw in ["data", "dense", "dashboard", "grid"]):
+            layout["Max Width"] = "1400px or full-width"
+            layout["Grid"] = "12-column grid for data flexibility"
+            spacing["Content Density"] = "High — optimize for information display"
+        elif any(kw in keywords.lower() for kw in ["minimal", "simple", "clean", "single"]):
+            layout["Max Width"] = "800px (narrow, focused)"
+            layout["Layout"] = "Single column, centered"
+            spacing["Content Density"] = "Low — focus on clarity"
+        else:
+            layout["Max Width"] = "1200px (standard)"
+            layout["Layout"] = "Full-width sections, centered content"
+        
+        if effects:
+            recommendations.append(f"Effects: {effects}")
+    
+    # Extract UX guidelines as recommendations
+    for ux in ux_results:
+        category = ux.get("Category", "")
+        do_text = ux.get("Do", "")
+        dont_text = ux.get("Don't", "")
+        if do_text:
+            recommendations.append(f"{category}: {do_text}")
+        if dont_text:
+            components.append(f"Avoid: {dont_text}")
+    
+    # Extract landing pattern info for section structure
+    if landing_results:
+        landing = landing_results[0]
+        sections = landing.get("Section Order", "")
+        cta_placement = landing.get("Primary CTA Placement", "")
+        color_strategy = landing.get("Color Strategy", "")
+        
+        if sections:
+            layout["Sections"] = sections
+        if cta_placement:
+            recommendations.append(f"CTA Placement: {cta_placement}")
+        if color_strategy:
+            colors["Strategy"] = color_strategy
+    
+    # Add page-type specific defaults if no search results
+    if not layout:
+        layout["Max Width"] = "1200px"
+        layout["Layout"] = "Responsive grid"
+    
+    if not recommendations:
+        recommendations = [
+            "Refer to MASTER.md for all design rules",
+            "Add specific overrides as needed for this page"
+        ]
+    
+    return {
+        "page_type": page_type,
+        "layout": layout,
+        "spacing": spacing,
+        "typography": typography,
+        "colors": colors,
+        "components": components,
+        "unique_components": unique_components,
+        "recommendations": recommendations
+    }
+
+
+def _detect_page_type(context: str, style_results: list) -> str:
+    """Detect page type from context and search results."""
+    context_lower = context.lower()
+    
+    # Check for common page type patterns
+    page_patterns = [
+        (["dashboard", "admin", "analytics", "data", "metrics", "stats", "monitor", "overview"], "Dashboard / Data View"),
+        (["checkout", "payment", "cart", "purchase", "order", "billing"], "Checkout / Payment"),
+        (["settings", "profile", "account", "preferences", "config"], "Settings / Profile"),
+        (["landing", "marketing", "homepage", "hero", "home", "promo"], "Landing / Marketing"),
+        (["login", "signin", "signup", "register", "auth", "password"], "Authentication"),
+        (["pricing", "plans", "subscription", "tiers", "packages"], "Pricing / Plans"),
+        (["blog", "article", "post", "news", "content", "story"], "Blog / Article"),
+        (["product", "item", "detail", "pdp", "shop", "store"], "Product Detail"),
+        (["search", "results", "browse", "filter", "catalog", "list"], "Search Results"),
+        (["empty", "404", "error", "not found", "zero"], "Empty State"),
+    ]
+    
+    for keywords, page_type in page_patterns:
+        if any(kw in context_lower for kw in keywords):
+            return page_type
+    
+    # Fallback: try to infer from style results
+    if style_results:
+        style_name = style_results[0].get("Style Category", "").lower()
+        best_for = style_results[0].get("Best For", "").lower()
+        
+        if "dashboard" in best_for or "data" in best_for:
+            return "Dashboard / Data View"
+        elif "landing" in best_for or "marketing" in best_for:
+            return "Landing / Marketing"
+    
+    return "General"
+
+
 # ============ CLI SUPPORT ============
 if __name__ == "__main__":
     import argparse

.trae/skills/ui-ux-pro-max/scripts/search.py

@@ -4,14 +4,19 @@
 UI/UX Pro Max Search - BM25 search engine for UI/UX style guides
 Usage: python search.py "<query>" [--domain <domain>] [--stack <stack>] [--max-results 3]
        python search.py "<query>" --design-system [-p "Project Name"]
+       python search.py "<query>" --design-system --persist [-p "Project Name"] [--page "dashboard"]
 
 Domains: style, prompt, color, chart, landing, product, ux, typography
 Stacks: html-tailwind, react, nextjs
+
+Persistence (Master + Overrides pattern):
+  --persist    Save design system to design-system/MASTER.md
+  --page       Also create a page-specific override file in design-system/pages/
 """
 
 import argparse
 from core import CSV_CONFIG, AVAILABLE_STACKS, MAX_RESULTS, search, search_stack
-from design_system import generate_design_system
+from design_system import generate_design_system, persist_design_system
 
 
 def format_output(result):
@@ -51,13 +56,38 @@ if __name__ == "__main__":
     parser.add_argument("--design-system", "-ds", action="store_true", help="Generate complete design system recommendation")
     parser.add_argument("--project-name", "-p", type=str, default=None, help="Project name for design system output")
     parser.add_argument("--format", "-f", choices=["ascii", "markdown"], default="ascii", help="Output format for design system")
+    # Persistence (Master + Overrides pattern)
+    parser.add_argument("--persist", action="store_true", help="Save design system to design-system/MASTER.md (creates hierarchical structure)")
+    parser.add_argument("--page", type=str, default=None, help="Create page-specific override file in design-system/pages/")
+    parser.add_argument("--output-dir", "-o", type=str, default=None, help="Output directory for persisted files (default: current directory)")
 
     args = parser.parse_args()
 
     # Design system takes priority
     if args.design_system:
-        result = generate_design_system(args.query, args.project_name, args.format)
+        result = generate_design_system(
+            args.query, 
+            args.project_name, 
+            args.format,
+            persist=args.persist,
+            page=args.page,
+            output_dir=args.output_dir
+        )
         print(result)
+        
+        # Print persistence confirmation
+        if args.persist:
+            project_slug = args.project_name.lower().replace(' ', '-') if args.project_name else "default"
+            print("\n" + "=" * 60)
+            print(f"✅ Design system persisted to design-system/{project_slug}/")
+            print(f"   📄 design-system/{project_slug}/MASTER.md (Global Source of Truth)")
+            if args.page:
+                page_filename = args.page.lower().replace(' ', '-')
+                print(f"   📄 design-system/{project_slug}/pages/{page_filename}.md (Page Overrides)")
+            print("")
+            print(f"📖 Usage: When building a page, check design-system/{project_slug}/pages/[page].md first.")
+            print(f"   If exists, its rules override MASTER.md. Otherwise, use MASTER.md.")
+            print("=" * 60)
     # Stack search
     elif args.stack:
         result = search_stack(args.query, args.stack, args.max_results)

.windsurf/workflows/ui-ux-pro-max.md

@@ -60,6 +60,31 @@ This command:
 python3 .shared/ui-ux-pro-max/scripts/search.py "beauty spa wellness service" --design-system -p "Serenity Spa"
 ```
 
+### Step 2b: Persist Design System (Master + Overrides Pattern)
+
+To save the design system for hierarchical retrieval across sessions, add `--persist`:
+
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name"
+```
+
+This creates:
+- `design-system/MASTER.md` — Global Source of Truth with all design rules
+- `design-system/pages/` — Folder for page-specific overrides
+
+**With page-specific override:**
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name" --page "dashboard"
+```
+
+This also creates:
+- `design-system/pages/dashboard.md` — Page-specific deviations from Master
+
+**How hierarchical retrieval works:**
+1. When building a specific page (e.g., "Checkout"), first check `design-system/pages/checkout.md`
+2. If the page file exists, its rules **override** the Master file
+3. If not, use `design-system/MASTER.md` exclusively
+
 ### Step 3: Supplement with Detailed Searches (as needed)
 
 After getting the design system, use domain searches to get additional details:
@@ -86,8 +111,8 @@ Get implementation-specific best practices. If user doesn't specify a stack, **d
 python3 .shared/ui-ux-pro-max/scripts/search.py "<keyword>" --stack html-tailwind
 ```
 
-Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`
+Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`, `jetpack-compose`
-
+, `jetpack-compose`
 ---
 
 ## Search Reference
@@ -120,6 +145,7 @@ Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`
 | `react-native` | Components, Navigation, Lists |
 | `flutter` | Widgets, State, Layout, Theming |
 | `shadcn` | shadcn/ui components, theming, forms, patterns |
+| `jetpack-compose` | Composables, Modifiers, State Hoisting, Recomposition |
 
 ---
 

README.md

@@ -1,11 +1,11 @@
 # UI UX Pro Max
 
 <p align="center">
-  <img src="https://img.shields.io/badge/version-2.0.0-blue?style=for-the-badge" alt="Version 2.0.0">
+  <a href="https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/releases"><img src="https://img.shields.io/github/v/release/nextlevelbuilder/ui-ux-pro-max-skill?style=for-the-badge&color=blue" alt="GitHub Release"></a>
   <img src="https://img.shields.io/badge/reasoning_rules-100-green?style=for-the-badge" alt="100 Reasoning Rules">
   <img src="https://img.shields.io/badge/UI_styles-57-purple?style=for-the-badge" alt="57 UI Styles">
   <img src="https://img.shields.io/badge/python-3.x-yellow?style=for-the-badge&logo=python&logoColor=white" alt="Python 3.x">
-  <img src="https://img.shields.io/badge/license-MIT-green?style=for-the-badge" alt="MIT License">
+  <a href="https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/blob/main/LICENSE"><img src="https://img.shields.io/github/license/nextlevelbuilder/ui-ux-pro-max-skill?style=for-the-badge&color=green" alt="License"></a>
 </p>
 
 <p align="center">
@@ -21,6 +21,11 @@ An AI skill that provides design intelligence for building professional UI/UX ac
   <img src="screenshots/website.png" alt="UI UX Pro Max" width="800">
 </p>
 
+<p align="center">
+  <b>If you find this useful, consider supporting the project:</b><br><br>
+  <a href="https://paypal.me/uiuxpromax"><img src="https://img.shields.io/badge/PayPal-Donate-00457C?style=for-the-badge&logo=paypal&logoColor=white" alt="PayPal Donate"></a>
+</p>
+
 ## What's New in v2.0
 
 ### Intelligent Design System Generation
@@ -28,29 +33,54 @@ An AI skill that provides design intelligence for building professional UI/UX ac
 The flagship feature of v2.0 is the **Design System Generator** - an AI-powered reasoning engine that analyzes your project requirements and generates a complete, tailored design system in seconds.
 
 ```
-+-----------------------------------------------------------------------------------------+
++----------------------------------------------------------------------------------------+
 |  TARGET: Serenity Spa - RECOMMENDED DESIGN SYSTEM                                      |
-+-----------------------------------------------------------------------------------------+
++----------------------------------------------------------------------------------------+
 |                                                                                        |
 |  PATTERN: Hero-Centric + Social Proof                                                  |
-|     Sections: Hero > Services > Testimonials > Booking > Contact                        |
+|     Conversion: Emotion-driven with trust elements                                     |
+|     CTA: Above fold, repeated after testimonials                                       |
+|     Sections:                                                                          |
+|       1. Hero                                                                          |
+|       2. Services                                                                      |
+|       3. Testimonials                                                                  |
+|       4. Booking                                                                       |
+|       5. Contact                                                                       |
 |                                                                                        |
-|  STYLE: Soft UI Evolution + Neumorphism                                                 |
+|  STYLE: Soft UI Evolution                                                              |
-|     Keywords: Soft shadows, subtle depth, calming, premium feel                         |
+|     Keywords: Soft shadows, subtle depth, calming, premium feel, organic shapes        |
+|     Best For: Wellness, beauty, lifestyle brands, premium services                     |
 |     Performance: Excellent | Accessibility: WCAG AA                                    |
 |                                                                                        |
 |  COLORS:                                                                               |
-|     Primary:    #E8B4B8    Secondary:  #A8D5BA    CTA:  #D4AF37                         |
+|     Primary:    #E8B4B8 (Soft Pink)                                                    |
-|     Background: #FFF5F5    Text:       #2D3436                                          |
+|     Secondary:  #A8D5BA (Sage Green)                                                   |
+|     CTA:        #D4AF37 (Gold)                                                         |
+|     Background: #FFF5F5 (Warm White)                                                   |
+|     Text:       #2D3436 (Charcoal)                                                     |
+|     Notes: Calming palette with gold accents for luxury feel                           |
 |                                                                                        |
 |  TYPOGRAPHY: Cormorant Garamond / Montserrat                                           |
+|     Mood: Elegant, calming, sophisticated                                              |
+|     Best For: Luxury brands, wellness, beauty, editorial                               |
 |     Google Fonts: https://fonts.google.com/share?selection.family=...                  |
 |                                                                                        |
-|  KEY EFFECTS: Soft shadows + Smooth transitions (200-300ms) + Gentle hover              |
+|  KEY EFFECTS:                                                                          |
+|     Soft shadows + Smooth transitions (200-300ms) + Gentle hover states                |
 |                                                                                        |
-|  AVOID: Bright neon colors + Harsh animations + Dark mode + AI purple/pink gradients    |
+|  AVOID (Anti-patterns):                                                                |
+|     Bright neon colors + Harsh animations + Dark mode + AI purple/pink gradients       |
 |                                                                                        |
-+-----------------------------------------------------------------------------------------+
+|  PRE-DELIVERY CHECKLIST:                                                               |
+|     [ ] No emojis as icons (use SVG: Heroicons/Lucide)                                 |
+|     [ ] cursor-pointer on all clickable elements                                       |
+|     [ ] Hover states with smooth transitions (150-300ms)                               |
+|     [ ] Light mode: text contrast 4.5:1 minimum                                        |
+|     [ ] Focus states visible for keyboard nav                                          |
+|     [ ] prefers-reduced-motion respected                                               |
+|     [ ] Responsive: 375px, 768px, 1024px, 1440px                                       |
+|                                                                                        |
++----------------------------------------------------------------------------------------+
 ```
 
 ### How Design System Generation Works
@@ -122,6 +152,15 @@ Each rule includes:
 
 ## Installation
 
+### Using Claude Marketplace (Claude Code)
+
+Install directly in Claude Code with two commands:
+
+```
+/plugin marketplace add nextlevelbuilder/ui-ux-pro-max-skill
+/plugin install ui-ux-pro-max@ui-ux-pro-max-skill
+```
+
 ### Using CLI (Recommended)
 
 ```bash
@@ -320,6 +359,41 @@ python3 .claude/skills/ui-ux-pro-max/scripts/search.py "form validation" --stack
 python3 .claude/skills/ui-ux-pro-max/scripts/search.py "responsive layout" --stack html-tailwind
 ```
 
+### Persist Design System (Master + Overrides Pattern)
+
+Save your design system to files for **hierarchical retrieval across sessions**:
+
+```bash
+# Generate and persist to design-system/MASTER.md
+python3 .claude/skills/ui-ux-pro-max/scripts/search.py "SaaS dashboard" --design-system --persist -p "MyApp"
+
+# Also create a page-specific override file
+python3 .claude/skills/ui-ux-pro-max/scripts/search.py "SaaS dashboard" --design-system --persist -p "MyApp" --page "dashboard"
+```
+
+This creates a `design-system/` folder structure:
+
+```
+design-system/
+├── MASTER.md           # Global Source of Truth (colors, typography, spacing, components)
+└── pages/
+    └── dashboard.md    # Page-specific overrides (only deviations from Master)
+```
+
+**How hierarchical retrieval works:**
+1. When building a specific page (e.g., "Checkout"), first check `design-system/pages/checkout.md`
+2. If the page file exists, its rules **override** the Master file
+3. If not, use `design-system/MASTER.md` exclusively
+
+**Context-aware retrieval prompt:**
+```
+I am building the [Page Name] page. Please read design-system/MASTER.md.
+Also check if design-system/pages/[page-name].md exists.
+If the page file exists, prioritize its rules.
+If not, use the Master rules exclusively.
+Now, generate the code...
+```
+
 ## Star History
 
 [![Star History Chart](https://api.star-history.com/svg?repos=nextlevelbuilder/ui-ux-pro-max-skill&type=Date)](https://star-history.com/#nextlevelbuilder/ui-ux-pro-max-skill&Date)

cli/README.md

@@ -23,6 +23,7 @@ uipro init --ai roocode     # Roo Code
 uipro init --ai qoder       # Qoder
 uipro init --ai gemini      # Gemini CLI
 uipro init --ai trae        # Trae
+uipro init --ai opencode    # OpenCode
 uipro init --ai all         # All assistants
 
 # Options

cli/assets/.agent/workflows/ui-ux-pro-max.md

@@ -1,8 +1,3 @@
----
-description: Plan and implement UI
-auto_execution_mode: 3
----
-
 # ui-ux-pro-max
 
 Comprehensive design guide for web and mobile applications. Contains 50+ styles, 97 color palettes, 57 font pairings, 99 UX guidelines, and 25 chart types across 9 technology stacks. Searchable database with priority-based recommendations.
@@ -65,6 +60,31 @@ This command:
 python3 .shared/ui-ux-pro-max/scripts/search.py "beauty spa wellness service" --design-system -p "Serenity Spa"
 ```
 
+### Step 2b: Persist Design System (Master + Overrides Pattern)
+
+To save the design system for hierarchical retrieval across sessions, add `--persist`:
+
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name"
+```
+
+This creates:
+- `design-system/MASTER.md` — Global Source of Truth with all design rules
+- `design-system/pages/` — Folder for page-specific overrides
+
+**With page-specific override:**
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name" --page "dashboard"
+```
+
+This also creates:
+- `design-system/pages/dashboard.md` — Page-specific deviations from Master
+
+**How hierarchical retrieval works:**
+1. When building a specific page (e.g., "Checkout"), first check `design-system/pages/checkout.md`
+2. If the page file exists, its rules **override** the Master file
+3. If not, use `design-system/MASTER.md` exclusively
+
 ### Step 3: Supplement with Detailed Searches (as needed)
 
 After getting the design system, use domain searches to get additional details:
@@ -91,8 +111,8 @@ Get implementation-specific best practices. If user doesn't specify a stack, **d
 python3 .shared/ui-ux-pro-max/scripts/search.py "<keyword>" --stack html-tailwind
 ```
 
-Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`
+Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`, `jetpack-compose`
-
+, `jetpack-compose`
 ---
 
 ## Search Reference
@@ -125,6 +145,7 @@ Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`
 | `react-native` | Components, Navigation, Lists |
 | `flutter` | Widgets, State, Layout, Theming |
 | `shadcn` | shadcn/ui components, theming, forms, patterns |
+| `jetpack-compose` | Composables, Modifiers, State Hoisting, Recomposition |
 
 ---
 

cli/assets/.claude/skills/ui-ux-pro-max/SKILL.md

@@ -149,6 +149,40 @@ This command:
 python3 .claude/skills/ui-ux-pro-max/scripts/search.py "beauty spa wellness service" --design-system -p "Serenity Spa"
 ```
 
+### Step 2b: Persist Design System (Master + Overrides Pattern)
+
+To save the design system for **hierarchical retrieval across sessions**, add `--persist`:
+
+```bash
+python3 .claude/skills/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name"
+```
+
+This creates:
+- `design-system/MASTER.md` — Global Source of Truth with all design rules
+- `design-system/pages/` — Folder for page-specific overrides
+
+**With page-specific override:**
+```bash
+python3 .claude/skills/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name" --page "dashboard"
+```
+
+This also creates:
+- `design-system/pages/dashboard.md` — Page-specific deviations from Master
+
+**How hierarchical retrieval works:**
+1. When building a specific page (e.g., "Checkout"), first check `design-system/pages/checkout.md`
+2. If the page file exists, its rules **override** the Master file
+3. If not, use `design-system/MASTER.md` exclusively
+
+**Context-aware retrieval prompt:**
+```
+I am building the [Page Name] page. Please read design-system/MASTER.md.
+Also check if design-system/pages/[page-name].md exists.
+If the page file exists, prioritize its rules.
+If not, use the Master rules exclusively.
+Now, generate the code...
+```
+
 ### Step 3: Supplement with Detailed Searches (as needed)
 
 After getting the design system, use domain searches to get additional details:
@@ -175,7 +209,7 @@ Get implementation-specific best practices. If user doesn't specify a stack, **d
 python3 .claude/skills/ui-ux-pro-max/scripts/search.py "<keyword>" --stack html-tailwind
 ```
 
-Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`
+Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`, `jetpack-compose`
 
 ---
 
@@ -209,6 +243,7 @@ Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`
 | `react-native` | Components, Navigation, Lists |
 | `flutter` | Widgets, State, Layout, Theming |
 | `shadcn` | shadcn/ui components, theming, forms, patterns |
+| `jetpack-compose` | Composables, Modifiers, State Hoisting, Recomposition |
 
 ---
 

cli/assets/.claude/skills/ui-ux-pro-max/data/stacks/jetpack-compose.csv

@@ -0,0 +1,53 @@
+No,Category,Guideline,Description,Do,Don't,Code Good,Code Bad,Severity,Docs URL
+1,Composable,Pure UI composables,Composable functions should only render UI,Accept state and callbacks,Calling usecase/repo,Pure UI composable,Business logic in UI,High,https://developer.android.com/jetpack/compose/mental-model
+2,Composable,Small composables,Each composable has single responsibility,Split into components,Huge composable,Reusable UI,Monolithic UI,Medium,
+3,Composable,Stateless by default,Prefer stateless composables,Hoist state,Local mutable state,Stateless UI,Hidden state,High,https://developer.android.com/jetpack/compose/state#state-hoisting
+4,State,Single source of truth,UI state comes from one source,StateFlow from VM,Multiple states,Unified UiState,Scattered state,High,https://developer.android.com/topic/architecture/ui-layer
+5,State,Model UI State,Use sealed interface/data class,UiState.Loading,Boolean flags,Explicit state,Flag hell,High,
+6,State,remember only UI state,remember for UI-only state,"Scroll, animation",Business state,Correct remember,Misuse remember,High,https://developer.android.com/jetpack/compose/state
+7,State,rememberSaveable,Persist state across config,rememberSaveable,remember,State survives,State lost,High,https://developer.android.com/jetpack/compose/state#restore-ui-state
+8,State,derivedStateOf,Optimize recomposition,derivedStateOf,Recompute always,Optimized,Jank,Medium,https://developer.android.com/jetpack/compose/performance
+9,SideEffect,LaunchedEffect keys,Use correct keys,LaunchedEffect(id),LaunchedEffect(Unit),Scoped effect,Infinite loop,High,https://developer.android.com/jetpack/compose/side-effects
+10,SideEffect,rememberUpdatedState,Avoid stale lambdas,rememberUpdatedState,Capture directly,Safe callback,Stale state,Medium,https://developer.android.com/jetpack/compose/side-effects
+11,SideEffect,DisposableEffect,Clean up resources,onDispose,No cleanup,No leak,Memory leak,High,
+12,Architecture,Unidirectional data flow,UI → VM → State,onEvent,Two-way binding,Predictable flow,Hard debug,High,https://developer.android.com/topic/architecture
+13,Architecture,No business logic in UI,Logic belongs to VM,Collect state,Call repo,Clean UI,Fat UI,High,
+14,Architecture,Expose immutable state,Expose StateFlow,asStateFlow,Mutable exposed,Safe API,State mutation,High,
+15,Lifecycle,Lifecycle-aware collect,Use collectAsStateWithLifecycle,Lifecycle aware,collectAsState,No leak,Leak,High,https://developer.android.com/jetpack/compose/lifecycle
+16,Navigation,Event-based navigation,VM emits navigation event,"VM: Channel + receiveAsFlow(), V: Collect with Dispatchers.Main.immediate",Nav in UI,Decoupled nav,Using State / SharedFlow for navigation -> event is replayed and navigation fires again (StateFlow),High,https://developer.android.com/jetpack/compose/navigation
+17,Navigation,Typed routes,Use sealed routes,sealed class Route,String routes,Type-safe,Runtime crash,Medium,
+18,Performance,Stable parameters,Prefer immutable/stable params,@Immutable,Mutable params,Stable recomposition,Extra recomposition,High,https://developer.android.com/jetpack/compose/performance
+19,Performance,Use key in Lazy,Provide stable keys,key=id,No key,Stable list,Item jump,High,
+20,Performance,Avoid heavy work,No heavy computation in UI,Precompute in VM,Compute in UI,Smooth UI,Jank,High,
+21,Performance,Remember expensive objects,remember heavy objects,remember,Recreate each recomposition,Efficient,Wasteful,Medium,
+22,Theming,Design system,Centralized theme,Material3 tokens,Hardcoded values,Consistent UI,Inconsistent,High,https://developer.android.com/jetpack/compose/themes
+23,Theming,Dark mode support,Theme-based colors,colorScheme,Fixed color,Adaptive UI,Broken dark,Medium,
+24,Layout,Prefer Modifier over extra layouts,Use Modifier to adjust layout instead of adding wrapper composables,Use Modifier.padding(),Wrap content with extra Box,Padding via modifier,Box just for padding,High,https://developer.android.com/jetpack/compose/modifiers
+25,Layout,Avoid deep layout nesting,Deep layout trees increase measure & layout cost,Keep layout flat,Box ? Column ? Box ? Row,Flat hierarchy,Deep nested tree,High,
+26,Layout,Use Row/Column for linear layout,Linear layouts are simpler and more performant,Use Row / Column,Custom layout for simple cases,Row/Column usage,Over-engineered layout,High,
+27,Layout,Use Box only for overlapping content,Box should be used only when children overlap,Stack elements,Use Box as Column,Proper overlay,Misused Box,Medium,
+28,Layout,Prefer LazyColumn over Column scroll,Lazy layouts are virtualized and efficient,LazyColumn,Column.verticalScroll(),Lazy list,Scrollable Column,High,https://developer.android.com/jetpack/compose/lists
+29,Layout,Avoid nested scroll containers,Nested scrolling causes UX & performance issues,Single scroll container,Scroll inside scroll,One scroll per screen,Nested scroll,High,
+30,Layout,Avoid fillMaxSize by default,fillMaxSize may break parent constraints,Use exact size,Fill max everywhere,Constraint-aware size,Overfilled layout,Medium,
+31,Layout,Avoid intrinsic size unless necessary,Intrinsic measurement is expensive,Explicit sizing,IntrinsicSize.Min,Predictable layout,Expensive measure,High,https://developer.android.com/jetpack/compose/layout/intrinsics
+32,Layout,Use Arrangement and Alignment APIs,Declare layout intent explicitly,Use Arrangement / Alignment,Manual spacing hacks,Declarative spacing,Magic spacing,High,
+33,Layout,Extract reusable layout patterns,Repeated layouts should be shared,Create layout composable,Copy-paste layouts,Reusable scaffold,Duplicated layout,High,
+34,Theming,No hardcoded text style,Use typography,MaterialTheme.typography,Hardcode sp,Scalable,Inconsistent,Medium,
+35,Testing,Stateless UI testing,Composable easy to test,Pass state,Hidden state,Testable,Hard test,High,https://developer.android.com/jetpack/compose/testing
+36,Testing,Use testTag,Stable UI selectors,Modifier.testTag,Find by text,Stable tests,Flaky tests,Medium,
+37,Preview,Multiple previews,Preview multiple states,@Preview,Single preview,Better dev UX,Misleading,Low,https://developer.android.com/jetpack/compose/tooling/preview
+38,DI,Inject VM via Hilt,Use hiltViewModel,@HiltViewModel,Manual VM,Clean DI,Coupling,High,https://developer.android.com/training/dependency-injection/hilt-jetpack
+39,DI,No DI in UI,Inject in VM,Constructor inject,Inject composable,Proper scope,Wrong scope,High,
+40,Accessibility,Content description,Accessible UI,contentDescription,Ignore a11y,Inclusive,A11y fail,Medium,https://developer.android.com/jetpack/compose/accessibility
+41,Accessibility,Semantics,Use semantics API,Modifier.semantics,None,Testable a11y,Invisible,Medium,
+42,Animation,Compose animation APIs,Use animate*AsState,AnimatedVisibility,Manual anim,Smooth,Jank,Medium,https://developer.android.com/jetpack/compose/animation
+43,Animation,Avoid animation logic in VM,Animation is UI concern,Animate in UI,Animate in VM,Correct layering,Mixed concern,Low,
+44,Modularization,Feature-based UI modules,UI per feature,:feature:ui,God module,Scalable,Tight coupling,High,https://developer.android.com/topic/modularization
+45,Modularization,Public UI contracts,Expose minimal UI API,Interface/Route,Expose impl,Encapsulated,Leaky module,Medium,
+46,State,Snapshot state only,Use Compose state,mutableStateOf,Custom observable,Compose aware,Buggy UI,Medium,
+47,State,Avoid mutable collections,Immutable list/map,PersistentList,MutableList,Stable UI,Silent bug,High,
+48,Lifecycle,RememberCoroutineScope usage,Only for UI jobs,UI coroutine,Long jobs,Scoped job,Leak,Medium,https://developer.android.com/jetpack/compose/side-effects#remembercoroutinescope
+49,Interop,Interop View carefully,Use AndroidView,Isolated usage,Mix everywhere,Safe interop,Messy UI,Low,https://developer.android.com/jetpack/compose/interop
+50,Interop,Avoid legacy patterns,No LiveData in UI,StateFlow,LiveData,Modern stack,Legacy debt,Medium,
+51,Debug,Use layout inspector,Inspect recomposition,Tools,Blind debug,Fast debug,Guessing,Low,https://developer.android.com/studio/debug/layout-inspector
+52,Debug,Enable recomposition counts,Track recomposition,Debug flags,Ignore,Performance aware,Hidden jank,Low,

cli/assets/.claude/skills/ui-ux-pro-max/scripts/core.py

@@ -83,7 +83,8 @@ STACK_CONFIG = {
     "swiftui": {"file": "stacks/swiftui.csv"},
     "react-native": {"file": "stacks/react-native.csv"},
     "flutter": {"file": "stacks/flutter.csv"},
-    "shadcn": {"file": "stacks/shadcn.csv"}
+    "shadcn": {"file": "stacks/shadcn.csv"},
+    "jetpack-compose": {"file": "stacks/jetpack-compose.csv"}
 }
 
 # Common columns for all stacks

cli/assets/.claude/skills/ui-ux-pro-max/scripts/design_system.py

@@ -7,10 +7,16 @@ to generate comprehensive design system recommendations.
 Usage:
     from design_system import generate_design_system
     result = generate_design_system("SaaS dashboard", "My Project")
+    
+    # With persistence (Master + Overrides pattern)
+    result = generate_design_system("SaaS dashboard", "My Project", persist=True)
+    result = generate_design_system("SaaS dashboard", "My Project", persist=True, page="dashboard")
 """
 
 import csv
 import json
+import os
+from datetime import datetime
 from pathlib import Path
 from core import search, DATA_DIR
 
@@ -452,7 +458,8 @@ def format_markdown(design_system: dict) -> str:
 
 
 # ============ MAIN ENTRY POINT ============
-def generate_design_system(query: str, project_name: str = None, output_format: str = "ascii") -> str:
+def generate_design_system(query: str, project_name: str = None, output_format: str = "ascii", 
+                           persist: bool = False, page: str = None, output_dir: str = None) -> str:
     """
     Main entry point for design system generation.
 
@@ -460,6 +467,9 @@ def generate_design_system(query: str, project_name: str = None, output_format:
         query: Search query (e.g., "SaaS dashboard", "e-commerce luxury")
         project_name: Optional project name for output header
         output_format: "ascii" (default) or "markdown"
+        persist: If True, save design system to design-system/ folder
+        page: Optional page name for page-specific override file
+        output_dir: Optional output directory (defaults to current working directory)
 
     Returns:
         Formatted design system string
@@ -467,11 +477,580 @@ def generate_design_system(query: str, project_name: str = None, output_format:
     generator = DesignSystemGenerator()
     design_system = generator.generate(query, project_name)
     
+    # Persist to files if requested
+    if persist:
+        persist_design_system(design_system, page, output_dir, query)
+
     if output_format == "markdown":
         return format_markdown(design_system)
     return format_ascii_box(design_system)
 
 
+# ============ PERSISTENCE FUNCTIONS ============
+def persist_design_system(design_system: dict, page: str = None, output_dir: str = None, page_query: str = None) -> dict:
+    """
+    Persist design system to design-system/<project>/ folder using Master + Overrides pattern.
+    
+    Args:
+        design_system: The generated design system dictionary
+        page: Optional page name for page-specific override file
+        output_dir: Optional output directory (defaults to current working directory)
+        page_query: Optional query string for intelligent page override generation
+    
+    Returns:
+        dict with created file paths and status
+    """
+    base_dir = Path(output_dir) if output_dir else Path.cwd()
+    
+    # Use project name for project-specific folder
+    project_name = design_system.get("project_name", "default")
+    project_slug = project_name.lower().replace(' ', '-')
+    
+    design_system_dir = base_dir / "design-system" / project_slug
+    pages_dir = design_system_dir / "pages"
+    
+    created_files = []
+    
+    # Create directories
+    design_system_dir.mkdir(parents=True, exist_ok=True)
+    pages_dir.mkdir(parents=True, exist_ok=True)
+    
+    master_file = design_system_dir / "MASTER.md"
+    
+    # Generate and write MASTER.md
+    master_content = format_master_md(design_system)
+    with open(master_file, 'w', encoding='utf-8') as f:
+        f.write(master_content)
+    created_files.append(str(master_file))
+    
+    # If page is specified, create page override file with intelligent content
+    if page:
+        page_file = pages_dir / f"{page.lower().replace(' ', '-')}.md"
+        page_content = format_page_override_md(design_system, page, page_query)
+        with open(page_file, 'w', encoding='utf-8') as f:
+            f.write(page_content)
+        created_files.append(str(page_file))
+    
+    return {
+        "status": "success",
+        "design_system_dir": str(design_system_dir),
+        "created_files": created_files
+    }
+
+
+def format_master_md(design_system: dict) -> str:
+    """Format design system as MASTER.md with hierarchical override logic."""
+    project = design_system.get("project_name", "PROJECT")
+    pattern = design_system.get("pattern", {})
+    style = design_system.get("style", {})
+    colors = design_system.get("colors", {})
+    typography = design_system.get("typography", {})
+    effects = design_system.get("key_effects", "")
+    anti_patterns = design_system.get("anti_patterns", "")
+    
+    timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+    
+    lines = []
+    
+    # Logic header
+    lines.append("# Design System Master File")
+    lines.append("")
+    lines.append("> **LOGIC:** When building a specific page, first check `design-system/pages/[page-name].md`.")
+    lines.append("> If that file exists, its rules **override** this Master file.")
+    lines.append("> If not, strictly follow the rules below.")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    lines.append(f"**Project:** {project}")
+    lines.append(f"**Generated:** {timestamp}")
+    lines.append(f"**Category:** {design_system.get('category', 'General')}")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    
+    # Global Rules section
+    lines.append("## Global Rules")
+    lines.append("")
+    
+    # Color Palette
+    lines.append("### Color Palette")
+    lines.append("")
+    lines.append("| Role | Hex | CSS Variable |")
+    lines.append("|------|-----|--------------|")
+    lines.append(f"| Primary | `{colors.get('primary', '#2563EB')}` | `--color-primary` |")
+    lines.append(f"| Secondary | `{colors.get('secondary', '#3B82F6')}` | `--color-secondary` |")
+    lines.append(f"| CTA/Accent | `{colors.get('cta', '#F97316')}` | `--color-cta` |")
+    lines.append(f"| Background | `{colors.get('background', '#F8FAFC')}` | `--color-background` |")
+    lines.append(f"| Text | `{colors.get('text', '#1E293B')}` | `--color-text` |")
+    lines.append("")
+    if colors.get("notes"):
+        lines.append(f"**Color Notes:** {colors.get('notes', '')}")
+        lines.append("")
+    
+    # Typography
+    lines.append("### Typography")
+    lines.append("")
+    lines.append(f"- **Heading Font:** {typography.get('heading', 'Inter')}")
+    lines.append(f"- **Body Font:** {typography.get('body', 'Inter')}")
+    if typography.get("mood"):
+        lines.append(f"- **Mood:** {typography.get('mood', '')}")
+    if typography.get("google_fonts_url"):
+        lines.append(f"- **Google Fonts:** [{typography.get('heading', '')} + {typography.get('body', '')}]({typography.get('google_fonts_url', '')})")
+    lines.append("")
+    if typography.get("css_import"):
+        lines.append("**CSS Import:**")
+        lines.append("```css")
+        lines.append(typography.get("css_import", ""))
+        lines.append("```")
+        lines.append("")
+    
+    # Spacing Variables
+    lines.append("### Spacing Variables")
+    lines.append("")
+    lines.append("| Token | Value | Usage |")
+    lines.append("|-------|-------|-------|")
+    lines.append("| `--space-xs` | `4px` / `0.25rem` | Tight gaps |")
+    lines.append("| `--space-sm` | `8px` / `0.5rem` | Icon gaps, inline spacing |")
+    lines.append("| `--space-md` | `16px` / `1rem` | Standard padding |")
+    lines.append("| `--space-lg` | `24px` / `1.5rem` | Section padding |")
+    lines.append("| `--space-xl` | `32px` / `2rem` | Large gaps |")
+    lines.append("| `--space-2xl` | `48px` / `3rem` | Section margins |")
+    lines.append("| `--space-3xl` | `64px` / `4rem` | Hero padding |")
+    lines.append("")
+    
+    # Shadow Depths
+    lines.append("### Shadow Depths")
+    lines.append("")
+    lines.append("| Level | Value | Usage |")
+    lines.append("|-------|-------|-------|")
+    lines.append("| `--shadow-sm` | `0 1px 2px rgba(0,0,0,0.05)` | Subtle lift |")
+    lines.append("| `--shadow-md` | `0 4px 6px rgba(0,0,0,0.1)` | Cards, buttons |")
+    lines.append("| `--shadow-lg` | `0 10px 15px rgba(0,0,0,0.1)` | Modals, dropdowns |")
+    lines.append("| `--shadow-xl` | `0 20px 25px rgba(0,0,0,0.15)` | Hero images, featured cards |")
+    lines.append("")
+    
+    # Component Specs section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Component Specs")
+    lines.append("")
+    
+    # Buttons
+    lines.append("### Buttons")
+    lines.append("")
+    lines.append("```css")
+    lines.append("/* Primary Button */")
+    lines.append(".btn-primary {")
+    lines.append(f"  background: {colors.get('cta', '#F97316')};")
+    lines.append("  color: white;")
+    lines.append("  padding: 12px 24px;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-weight: 600;")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".btn-primary:hover {")
+    lines.append("  opacity: 0.9;")
+    lines.append("  transform: translateY(-1px);")
+    lines.append("}")
+    lines.append("")
+    lines.append("/* Secondary Button */")
+    lines.append(".btn-secondary {")
+    lines.append(f"  background: transparent;")
+    lines.append(f"  color: {colors.get('primary', '#2563EB')};")
+    lines.append(f"  border: 2px solid {colors.get('primary', '#2563EB')};")
+    lines.append("  padding: 12px 24px;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-weight: 600;")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Cards
+    lines.append("### Cards")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".card {")
+    lines.append(f"  background: {colors.get('background', '#FFFFFF')};")
+    lines.append("  border-radius: 12px;")
+    lines.append("  padding: 24px;")
+    lines.append("  box-shadow: var(--shadow-md);")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".card:hover {")
+    lines.append("  box-shadow: var(--shadow-lg);")
+    lines.append("  transform: translateY(-2px);")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Inputs
+    lines.append("### Inputs")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".input {")
+    lines.append("  padding: 12px 16px;")
+    lines.append("  border: 1px solid #E2E8F0;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-size: 16px;")
+    lines.append("  transition: border-color 200ms ease;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".input:focus {")
+    lines.append(f"  border-color: {colors.get('primary', '#2563EB')};")
+    lines.append("  outline: none;")
+    lines.append(f"  box-shadow: 0 0 0 3px {colors.get('primary', '#2563EB')}20;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Modals
+    lines.append("### Modals")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".modal-overlay {")
+    lines.append("  background: rgba(0, 0, 0, 0.5);")
+    lines.append("  backdrop-filter: blur(4px);")
+    lines.append("}")
+    lines.append("")
+    lines.append(".modal {")
+    lines.append("  background: white;")
+    lines.append("  border-radius: 16px;")
+    lines.append("  padding: 32px;")
+    lines.append("  box-shadow: var(--shadow-xl);")
+    lines.append("  max-width: 500px;")
+    lines.append("  width: 90%;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Style section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Style Guidelines")
+    lines.append("")
+    lines.append(f"**Style:** {style.get('name', 'Minimalism')}")
+    lines.append("")
+    if style.get("keywords"):
+        lines.append(f"**Keywords:** {style.get('keywords', '')}")
+        lines.append("")
+    if style.get("best_for"):
+        lines.append(f"**Best For:** {style.get('best_for', '')}")
+        lines.append("")
+    if effects:
+        lines.append(f"**Key Effects:** {effects}")
+        lines.append("")
+    
+    # Layout Pattern
+    lines.append("### Page Pattern")
+    lines.append("")
+    lines.append(f"**Pattern Name:** {pattern.get('name', '')}")
+    lines.append("")
+    if pattern.get('conversion'):
+        lines.append(f"- **Conversion Strategy:** {pattern.get('conversion', '')}")
+    if pattern.get('cta_placement'):
+        lines.append(f"- **CTA Placement:** {pattern.get('cta_placement', '')}")
+    lines.append(f"- **Section Order:** {pattern.get('sections', '')}")
+    lines.append("")
+    
+    # Anti-Patterns section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Anti-Patterns (Do NOT Use)")
+    lines.append("")
+    if anti_patterns:
+        anti_list = [a.strip() for a in anti_patterns.split("+")]
+        for anti in anti_list:
+            if anti:
+                lines.append(f"- ❌ {anti}")
+    lines.append("")
+    lines.append("### Additional Forbidden Patterns")
+    lines.append("")
+    lines.append("- ❌ **Emojis as icons** — Use SVG icons (Heroicons, Lucide, Simple Icons)")
+    lines.append("- ❌ **Missing cursor:pointer** — All clickable elements must have cursor:pointer")
+    lines.append("- ❌ **Layout-shifting hovers** — Avoid scale transforms that shift layout")
+    lines.append("- ❌ **Low contrast text** — Maintain 4.5:1 minimum contrast ratio")
+    lines.append("- ❌ **Instant state changes** — Always use transitions (150-300ms)")
+    lines.append("- ❌ **Invisible focus states** — Focus states must be visible for a11y")
+    lines.append("")
+    
+    # Pre-Delivery Checklist
+    lines.append("---")
+    lines.append("")
+    lines.append("## Pre-Delivery Checklist")
+    lines.append("")
+    lines.append("Before delivering any UI code, verify:")
+    lines.append("")
+    lines.append("- [ ] No emojis used as icons (use SVG instead)")
+    lines.append("- [ ] All icons from consistent icon set (Heroicons/Lucide)")
+    lines.append("- [ ] `cursor-pointer` on all clickable elements")
+    lines.append("- [ ] Hover states with smooth transitions (150-300ms)")
+    lines.append("- [ ] Light mode: text contrast 4.5:1 minimum")
+    lines.append("- [ ] Focus states visible for keyboard navigation")
+    lines.append("- [ ] `prefers-reduced-motion` respected")
+    lines.append("- [ ] Responsive: 375px, 768px, 1024px, 1440px")
+    lines.append("- [ ] No content hidden behind fixed navbars")
+    lines.append("- [ ] No horizontal scroll on mobile")
+    lines.append("")
+    
+    return "\n".join(lines)
+
+
+def format_page_override_md(design_system: dict, page_name: str, page_query: str = None) -> str:
+    """Format a page-specific override file with intelligent AI-generated content."""
+    project = design_system.get("project_name", "PROJECT")
+    timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+    page_title = page_name.replace("-", " ").replace("_", " ").title()
+    
+    # Detect page type and generate intelligent overrides
+    page_overrides = _generate_intelligent_overrides(page_name, page_query, design_system)
+    
+    lines = []
+    
+    lines.append(f"# {page_title} Page Overrides")
+    lines.append("")
+    lines.append(f"> **PROJECT:** {project}")
+    lines.append(f"> **Generated:** {timestamp}")
+    lines.append(f"> **Page Type:** {page_overrides.get('page_type', 'General')}")
+    lines.append("")
+    lines.append("> ⚠️ **IMPORTANT:** Rules in this file **override** the Master file (`design-system/MASTER.md`).")
+    lines.append("> Only deviations from the Master are documented here. For all other rules, refer to the Master.")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    
+    # Page-specific rules with actual content
+    lines.append("## Page-Specific Rules")
+    lines.append("")
+    
+    # Layout Overrides
+    lines.append("### Layout Overrides")
+    lines.append("")
+    layout = page_overrides.get("layout", {})
+    if layout:
+        for key, value in layout.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master layout")
+    lines.append("")
+    
+    # Spacing Overrides
+    lines.append("### Spacing Overrides")
+    lines.append("")
+    spacing = page_overrides.get("spacing", {})
+    if spacing:
+        for key, value in spacing.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master spacing")
+    lines.append("")
+    
+    # Typography Overrides
+    lines.append("### Typography Overrides")
+    lines.append("")
+    typography = page_overrides.get("typography", {})
+    if typography:
+        for key, value in typography.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master typography")
+    lines.append("")
+    
+    # Color Overrides
+    lines.append("### Color Overrides")
+    lines.append("")
+    colors = page_overrides.get("colors", {})
+    if colors:
+        for key, value in colors.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master colors")
+    lines.append("")
+    
+    # Component Overrides
+    lines.append("### Component Overrides")
+    lines.append("")
+    components = page_overrides.get("components", [])
+    if components:
+        for comp in components:
+            lines.append(f"- {comp}")
+    else:
+        lines.append("- No overrides — use Master component specs")
+    lines.append("")
+    
+    # Page-Specific Components
+    lines.append("---")
+    lines.append("")
+    lines.append("## Page-Specific Components")
+    lines.append("")
+    unique_components = page_overrides.get("unique_components", [])
+    if unique_components:
+        for comp in unique_components:
+            lines.append(f"- {comp}")
+    else:
+        lines.append("- No unique components for this page")
+    lines.append("")
+    
+    # Recommendations
+    lines.append("---")
+    lines.append("")
+    lines.append("## Recommendations")
+    lines.append("")
+    recommendations = page_overrides.get("recommendations", [])
+    if recommendations:
+        for rec in recommendations:
+            lines.append(f"- {rec}")
+    lines.append("")
+    
+    return "\n".join(lines)
+
+
+def _generate_intelligent_overrides(page_name: str, page_query: str, design_system: dict) -> dict:
+    """
+    Generate intelligent overrides based on page type using layered search.
+    
+    Uses the existing search infrastructure to find relevant style, UX, and layout
+    data instead of hardcoded page types.
+    """
+    from core import search
+    
+    page_lower = page_name.lower()
+    query_lower = (page_query or "").lower()
+    combined_context = f"{page_lower} {query_lower}"
+    
+    # Search across multiple domains for page-specific guidance
+    style_search = search(combined_context, "style", max_results=1)
+    ux_search = search(combined_context, "ux", max_results=3)
+    landing_search = search(combined_context, "landing", max_results=1)
+    
+    # Extract results from search response
+    style_results = style_search.get("results", [])
+    ux_results = ux_search.get("results", [])
+    landing_results = landing_search.get("results", [])
+    
+    # Detect page type from search results or context
+    page_type = _detect_page_type(combined_context, style_results)
+    
+    # Build overrides from search results
+    layout = {}
+    spacing = {}
+    typography = {}
+    colors = {}
+    components = []
+    unique_components = []
+    recommendations = []
+    
+    # Extract style-based overrides
+    if style_results:
+        style = style_results[0]
+        style_name = style.get("Style Category", "")
+        keywords = style.get("Keywords", "")
+        best_for = style.get("Best For", "")
+        effects = style.get("Effects & Animation", "")
+        
+        # Infer layout from style keywords
+        if any(kw in keywords.lower() for kw in ["data", "dense", "dashboard", "grid"]):
+            layout["Max Width"] = "1400px or full-width"
+            layout["Grid"] = "12-column grid for data flexibility"
+            spacing["Content Density"] = "High — optimize for information display"
+        elif any(kw in keywords.lower() for kw in ["minimal", "simple", "clean", "single"]):
+            layout["Max Width"] = "800px (narrow, focused)"
+            layout["Layout"] = "Single column, centered"
+            spacing["Content Density"] = "Low — focus on clarity"
+        else:
+            layout["Max Width"] = "1200px (standard)"
+            layout["Layout"] = "Full-width sections, centered content"
+        
+        if effects:
+            recommendations.append(f"Effects: {effects}")
+    
+    # Extract UX guidelines as recommendations
+    for ux in ux_results:
+        category = ux.get("Category", "")
+        do_text = ux.get("Do", "")
+        dont_text = ux.get("Don't", "")
+        if do_text:
+            recommendations.append(f"{category}: {do_text}")
+        if dont_text:
+            components.append(f"Avoid: {dont_text}")
+    
+    # Extract landing pattern info for section structure
+    if landing_results:
+        landing = landing_results[0]
+        sections = landing.get("Section Order", "")
+        cta_placement = landing.get("Primary CTA Placement", "")
+        color_strategy = landing.get("Color Strategy", "")
+        
+        if sections:
+            layout["Sections"] = sections
+        if cta_placement:
+            recommendations.append(f"CTA Placement: {cta_placement}")
+        if color_strategy:
+            colors["Strategy"] = color_strategy
+    
+    # Add page-type specific defaults if no search results
+    if not layout:
+        layout["Max Width"] = "1200px"
+        layout["Layout"] = "Responsive grid"
+    
+    if not recommendations:
+        recommendations = [
+            "Refer to MASTER.md for all design rules",
+            "Add specific overrides as needed for this page"
+        ]
+    
+    return {
+        "page_type": page_type,
+        "layout": layout,
+        "spacing": spacing,
+        "typography": typography,
+        "colors": colors,
+        "components": components,
+        "unique_components": unique_components,
+        "recommendations": recommendations
+    }
+
+
+def _detect_page_type(context: str, style_results: list) -> str:
+    """Detect page type from context and search results."""
+    context_lower = context.lower()
+    
+    # Check for common page type patterns
+    page_patterns = [
+        (["dashboard", "admin", "analytics", "data", "metrics", "stats", "monitor", "overview"], "Dashboard / Data View"),
+        (["checkout", "payment", "cart", "purchase", "order", "billing"], "Checkout / Payment"),
+        (["settings", "profile", "account", "preferences", "config"], "Settings / Profile"),
+        (["landing", "marketing", "homepage", "hero", "home", "promo"], "Landing / Marketing"),
+        (["login", "signin", "signup", "register", "auth", "password"], "Authentication"),
+        (["pricing", "plans", "subscription", "tiers", "packages"], "Pricing / Plans"),
+        (["blog", "article", "post", "news", "content", "story"], "Blog / Article"),
+        (["product", "item", "detail", "pdp", "shop", "store"], "Product Detail"),
+        (["search", "results", "browse", "filter", "catalog", "list"], "Search Results"),
+        (["empty", "404", "error", "not found", "zero"], "Empty State"),
+    ]
+    
+    for keywords, page_type in page_patterns:
+        if any(kw in context_lower for kw in keywords):
+            return page_type
+    
+    # Fallback: try to infer from style results
+    if style_results:
+        style_name = style_results[0].get("Style Category", "").lower()
+        best_for = style_results[0].get("Best For", "").lower()
+        
+        if "dashboard" in best_for or "data" in best_for:
+            return "Dashboard / Data View"
+        elif "landing" in best_for or "marketing" in best_for:
+            return "Landing / Marketing"
+    
+    return "General"
+
+
 # ============ CLI SUPPORT ============
 if __name__ == "__main__":
     import argparse

cli/assets/.claude/skills/ui-ux-pro-max/scripts/search.py

@@ -4,14 +4,19 @@
 UI/UX Pro Max Search - BM25 search engine for UI/UX style guides
 Usage: python search.py "<query>" [--domain <domain>] [--stack <stack>] [--max-results 3]
        python search.py "<query>" --design-system [-p "Project Name"]
+       python search.py "<query>" --design-system --persist [-p "Project Name"] [--page "dashboard"]
 
 Domains: style, prompt, color, chart, landing, product, ux, typography
 Stacks: html-tailwind, react, nextjs
+
+Persistence (Master + Overrides pattern):
+  --persist    Save design system to design-system/MASTER.md
+  --page       Also create a page-specific override file in design-system/pages/
 """
 
 import argparse
 from core import CSV_CONFIG, AVAILABLE_STACKS, MAX_RESULTS, search, search_stack
-from design_system import generate_design_system
+from design_system import generate_design_system, persist_design_system
 
 
 def format_output(result):
@@ -51,13 +56,38 @@ if __name__ == "__main__":
     parser.add_argument("--design-system", "-ds", action="store_true", help="Generate complete design system recommendation")
     parser.add_argument("--project-name", "-p", type=str, default=None, help="Project name for design system output")
     parser.add_argument("--format", "-f", choices=["ascii", "markdown"], default="ascii", help="Output format for design system")
+    # Persistence (Master + Overrides pattern)
+    parser.add_argument("--persist", action="store_true", help="Save design system to design-system/MASTER.md (creates hierarchical structure)")
+    parser.add_argument("--page", type=str, default=None, help="Create page-specific override file in design-system/pages/")
+    parser.add_argument("--output-dir", "-o", type=str, default=None, help="Output directory for persisted files (default: current directory)")
 
     args = parser.parse_args()
 
     # Design system takes priority
     if args.design_system:
-        result = generate_design_system(args.query, args.project_name, args.format)
+        result = generate_design_system(
+            args.query, 
+            args.project_name, 
+            args.format,
+            persist=args.persist,
+            page=args.page,
+            output_dir=args.output_dir
+        )
         print(result)
+        
+        # Print persistence confirmation
+        if args.persist:
+            project_slug = args.project_name.lower().replace(' ', '-') if args.project_name else "default"
+            print("\n" + "=" * 60)
+            print(f"✅ Design system persisted to design-system/{project_slug}/")
+            print(f"   📄 design-system/{project_slug}/MASTER.md (Global Source of Truth)")
+            if args.page:
+                page_filename = args.page.lower().replace(' ', '-')
+                print(f"   📄 design-system/{project_slug}/pages/{page_filename}.md (Page Overrides)")
+            print("")
+            print(f"📖 Usage: When building a page, check design-system/{project_slug}/pages/[page].md first.")
+            print(f"   If exists, its rules override MASTER.md. Otherwise, use MASTER.md.")
+            print("=" * 60)
     # Stack search
     elif args.stack:
         result = search_stack(args.query, args.stack, args.max_results)

cli/assets/.codex/skills/ui-ux-pro-max/scripts/design_system.py

@@ -7,10 +7,16 @@ to generate comprehensive design system recommendations.
 Usage:
     from design_system import generate_design_system
     result = generate_design_system("SaaS dashboard", "My Project")
+    
+    # With persistence (Master + Overrides pattern)
+    result = generate_design_system("SaaS dashboard", "My Project", persist=True)
+    result = generate_design_system("SaaS dashboard", "My Project", persist=True, page="dashboard")
 """
 
 import csv
 import json
+import os
+from datetime import datetime
 from pathlib import Path
 from core import search, DATA_DIR
 
@@ -338,6 +344,21 @@ def format_ascii_box(design_system: dict) -> str:
             lines.append(line.ljust(BOX_WIDTH) + "|")
         lines.append("|" + " " * BOX_WIDTH + "|")
 
+    # Pre-Delivery Checklist section
+    lines.append("|  PRE-DELIVERY CHECKLIST:".ljust(BOX_WIDTH) + "|")
+    checklist_items = [
+        "[ ] No emojis as icons (use SVG: Heroicons/Lucide)",
+        "[ ] cursor-pointer on all clickable elements",
+        "[ ] Hover states with smooth transitions (150-300ms)",
+        "[ ] Light mode: text contrast 4.5:1 minimum",
+        "[ ] Focus states visible for keyboard nav",
+        "[ ] prefers-reduced-motion respected",
+        "[ ] Responsive: 375px, 768px, 1024px, 1440px"
+    ]
+    for item in checklist_items:
+        lines.append(f"|     {item}".ljust(BOX_WIDTH) + "|")
+    lines.append("|" + " " * BOX_WIDTH + "|")
+
     lines.append("+" + "-" * w + "+")
 
     return "\n".join(lines)
@@ -422,11 +443,23 @@ def format_markdown(design_system: dict) -> str:
         lines.append(f"- {anti_patterns.replace(' + ', '\n- ')}")
         lines.append("")
 
+    # Pre-Delivery Checklist section
+    lines.append("### Pre-Delivery Checklist")
+    lines.append("- [ ] No emojis as icons (use SVG: Heroicons/Lucide)")
+    lines.append("- [ ] cursor-pointer on all clickable elements")
+    lines.append("- [ ] Hover states with smooth transitions (150-300ms)")
+    lines.append("- [ ] Light mode: text contrast 4.5:1 minimum")
+    lines.append("- [ ] Focus states visible for keyboard nav")
+    lines.append("- [ ] prefers-reduced-motion respected")
+    lines.append("- [ ] Responsive: 375px, 768px, 1024px, 1440px")
+    lines.append("")
+
     return "\n".join(lines)
 
 
 # ============ MAIN ENTRY POINT ============
-def generate_design_system(query: str, project_name: str = None, output_format: str = "ascii") -> str:
+def generate_design_system(query: str, project_name: str = None, output_format: str = "ascii", 
+                           persist: bool = False, page: str = None, output_dir: str = None) -> str:
     """
     Main entry point for design system generation.
 
@@ -434,6 +467,9 @@ def generate_design_system(query: str, project_name: str = None, output_format:
         query: Search query (e.g., "SaaS dashboard", "e-commerce luxury")
         project_name: Optional project name for output header
         output_format: "ascii" (default) or "markdown"
+        persist: If True, save design system to design-system/ folder
+        page: Optional page name for page-specific override file
+        output_dir: Optional output directory (defaults to current working directory)
 
     Returns:
         Formatted design system string
@@ -441,11 +477,580 @@ def generate_design_system(query: str, project_name: str = None, output_format:
     generator = DesignSystemGenerator()
     design_system = generator.generate(query, project_name)
     
+    # Persist to files if requested
+    if persist:
+        persist_design_system(design_system, page, output_dir, query)
+
     if output_format == "markdown":
         return format_markdown(design_system)
     return format_ascii_box(design_system)
 
 
+# ============ PERSISTENCE FUNCTIONS ============
+def persist_design_system(design_system: dict, page: str = None, output_dir: str = None, page_query: str = None) -> dict:
+    """
+    Persist design system to design-system/<project>/ folder using Master + Overrides pattern.
+    
+    Args:
+        design_system: The generated design system dictionary
+        page: Optional page name for page-specific override file
+        output_dir: Optional output directory (defaults to current working directory)
+        page_query: Optional query string for intelligent page override generation
+    
+    Returns:
+        dict with created file paths and status
+    """
+    base_dir = Path(output_dir) if output_dir else Path.cwd()
+    
+    # Use project name for project-specific folder
+    project_name = design_system.get("project_name", "default")
+    project_slug = project_name.lower().replace(' ', '-')
+    
+    design_system_dir = base_dir / "design-system" / project_slug
+    pages_dir = design_system_dir / "pages"
+    
+    created_files = []
+    
+    # Create directories
+    design_system_dir.mkdir(parents=True, exist_ok=True)
+    pages_dir.mkdir(parents=True, exist_ok=True)
+    
+    master_file = design_system_dir / "MASTER.md"
+    
+    # Generate and write MASTER.md
+    master_content = format_master_md(design_system)
+    with open(master_file, 'w', encoding='utf-8') as f:
+        f.write(master_content)
+    created_files.append(str(master_file))
+    
+    # If page is specified, create page override file with intelligent content
+    if page:
+        page_file = pages_dir / f"{page.lower().replace(' ', '-')}.md"
+        page_content = format_page_override_md(design_system, page, page_query)
+        with open(page_file, 'w', encoding='utf-8') as f:
+            f.write(page_content)
+        created_files.append(str(page_file))
+    
+    return {
+        "status": "success",
+        "design_system_dir": str(design_system_dir),
+        "created_files": created_files
+    }
+
+
+def format_master_md(design_system: dict) -> str:
+    """Format design system as MASTER.md with hierarchical override logic."""
+    project = design_system.get("project_name", "PROJECT")
+    pattern = design_system.get("pattern", {})
+    style = design_system.get("style", {})
+    colors = design_system.get("colors", {})
+    typography = design_system.get("typography", {})
+    effects = design_system.get("key_effects", "")
+    anti_patterns = design_system.get("anti_patterns", "")
+    
+    timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+    
+    lines = []
+    
+    # Logic header
+    lines.append("# Design System Master File")
+    lines.append("")
+    lines.append("> **LOGIC:** When building a specific page, first check `design-system/pages/[page-name].md`.")
+    lines.append("> If that file exists, its rules **override** this Master file.")
+    lines.append("> If not, strictly follow the rules below.")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    lines.append(f"**Project:** {project}")
+    lines.append(f"**Generated:** {timestamp}")
+    lines.append(f"**Category:** {design_system.get('category', 'General')}")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    
+    # Global Rules section
+    lines.append("## Global Rules")
+    lines.append("")
+    
+    # Color Palette
+    lines.append("### Color Palette")
+    lines.append("")
+    lines.append("| Role | Hex | CSS Variable |")
+    lines.append("|------|-----|--------------|")
+    lines.append(f"| Primary | `{colors.get('primary', '#2563EB')}` | `--color-primary` |")
+    lines.append(f"| Secondary | `{colors.get('secondary', '#3B82F6')}` | `--color-secondary` |")
+    lines.append(f"| CTA/Accent | `{colors.get('cta', '#F97316')}` | `--color-cta` |")
+    lines.append(f"| Background | `{colors.get('background', '#F8FAFC')}` | `--color-background` |")
+    lines.append(f"| Text | `{colors.get('text', '#1E293B')}` | `--color-text` |")
+    lines.append("")
+    if colors.get("notes"):
+        lines.append(f"**Color Notes:** {colors.get('notes', '')}")
+        lines.append("")
+    
+    # Typography
+    lines.append("### Typography")
+    lines.append("")
+    lines.append(f"- **Heading Font:** {typography.get('heading', 'Inter')}")
+    lines.append(f"- **Body Font:** {typography.get('body', 'Inter')}")
+    if typography.get("mood"):
+        lines.append(f"- **Mood:** {typography.get('mood', '')}")
+    if typography.get("google_fonts_url"):
+        lines.append(f"- **Google Fonts:** [{typography.get('heading', '')} + {typography.get('body', '')}]({typography.get('google_fonts_url', '')})")
+    lines.append("")
+    if typography.get("css_import"):
+        lines.append("**CSS Import:**")
+        lines.append("```css")
+        lines.append(typography.get("css_import", ""))
+        lines.append("```")
+        lines.append("")
+    
+    # Spacing Variables
+    lines.append("### Spacing Variables")
+    lines.append("")
+    lines.append("| Token | Value | Usage |")
+    lines.append("|-------|-------|-------|")
+    lines.append("| `--space-xs` | `4px` / `0.25rem` | Tight gaps |")
+    lines.append("| `--space-sm` | `8px` / `0.5rem` | Icon gaps, inline spacing |")
+    lines.append("| `--space-md` | `16px` / `1rem` | Standard padding |")
+    lines.append("| `--space-lg` | `24px` / `1.5rem` | Section padding |")
+    lines.append("| `--space-xl` | `32px` / `2rem` | Large gaps |")
+    lines.append("| `--space-2xl` | `48px` / `3rem` | Section margins |")
+    lines.append("| `--space-3xl` | `64px` / `4rem` | Hero padding |")
+    lines.append("")
+    
+    # Shadow Depths
+    lines.append("### Shadow Depths")
+    lines.append("")
+    lines.append("| Level | Value | Usage |")
+    lines.append("|-------|-------|-------|")
+    lines.append("| `--shadow-sm` | `0 1px 2px rgba(0,0,0,0.05)` | Subtle lift |")
+    lines.append("| `--shadow-md` | `0 4px 6px rgba(0,0,0,0.1)` | Cards, buttons |")
+    lines.append("| `--shadow-lg` | `0 10px 15px rgba(0,0,0,0.1)` | Modals, dropdowns |")
+    lines.append("| `--shadow-xl` | `0 20px 25px rgba(0,0,0,0.15)` | Hero images, featured cards |")
+    lines.append("")
+    
+    # Component Specs section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Component Specs")
+    lines.append("")
+    
+    # Buttons
+    lines.append("### Buttons")
+    lines.append("")
+    lines.append("```css")
+    lines.append("/* Primary Button */")
+    lines.append(".btn-primary {")
+    lines.append(f"  background: {colors.get('cta', '#F97316')};")
+    lines.append("  color: white;")
+    lines.append("  padding: 12px 24px;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-weight: 600;")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".btn-primary:hover {")
+    lines.append("  opacity: 0.9;")
+    lines.append("  transform: translateY(-1px);")
+    lines.append("}")
+    lines.append("")
+    lines.append("/* Secondary Button */")
+    lines.append(".btn-secondary {")
+    lines.append(f"  background: transparent;")
+    lines.append(f"  color: {colors.get('primary', '#2563EB')};")
+    lines.append(f"  border: 2px solid {colors.get('primary', '#2563EB')};")
+    lines.append("  padding: 12px 24px;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-weight: 600;")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Cards
+    lines.append("### Cards")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".card {")
+    lines.append(f"  background: {colors.get('background', '#FFFFFF')};")
+    lines.append("  border-radius: 12px;")
+    lines.append("  padding: 24px;")
+    lines.append("  box-shadow: var(--shadow-md);")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".card:hover {")
+    lines.append("  box-shadow: var(--shadow-lg);")
+    lines.append("  transform: translateY(-2px);")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Inputs
+    lines.append("### Inputs")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".input {")
+    lines.append("  padding: 12px 16px;")
+    lines.append("  border: 1px solid #E2E8F0;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-size: 16px;")
+    lines.append("  transition: border-color 200ms ease;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".input:focus {")
+    lines.append(f"  border-color: {colors.get('primary', '#2563EB')};")
+    lines.append("  outline: none;")
+    lines.append(f"  box-shadow: 0 0 0 3px {colors.get('primary', '#2563EB')}20;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Modals
+    lines.append("### Modals")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".modal-overlay {")
+    lines.append("  background: rgba(0, 0, 0, 0.5);")
+    lines.append("  backdrop-filter: blur(4px);")
+    lines.append("}")
+    lines.append("")
+    lines.append(".modal {")
+    lines.append("  background: white;")
+    lines.append("  border-radius: 16px;")
+    lines.append("  padding: 32px;")
+    lines.append("  box-shadow: var(--shadow-xl);")
+    lines.append("  max-width: 500px;")
+    lines.append("  width: 90%;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Style section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Style Guidelines")
+    lines.append("")
+    lines.append(f"**Style:** {style.get('name', 'Minimalism')}")
+    lines.append("")
+    if style.get("keywords"):
+        lines.append(f"**Keywords:** {style.get('keywords', '')}")
+        lines.append("")
+    if style.get("best_for"):
+        lines.append(f"**Best For:** {style.get('best_for', '')}")
+        lines.append("")
+    if effects:
+        lines.append(f"**Key Effects:** {effects}")
+        lines.append("")
+    
+    # Layout Pattern
+    lines.append("### Page Pattern")
+    lines.append("")
+    lines.append(f"**Pattern Name:** {pattern.get('name', '')}")
+    lines.append("")
+    if pattern.get('conversion'):
+        lines.append(f"- **Conversion Strategy:** {pattern.get('conversion', '')}")
+    if pattern.get('cta_placement'):
+        lines.append(f"- **CTA Placement:** {pattern.get('cta_placement', '')}")
+    lines.append(f"- **Section Order:** {pattern.get('sections', '')}")
+    lines.append("")
+    
+    # Anti-Patterns section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Anti-Patterns (Do NOT Use)")
+    lines.append("")
+    if anti_patterns:
+        anti_list = [a.strip() for a in anti_patterns.split("+")]
+        for anti in anti_list:
+            if anti:
+                lines.append(f"- ❌ {anti}")
+    lines.append("")
+    lines.append("### Additional Forbidden Patterns")
+    lines.append("")
+    lines.append("- ❌ **Emojis as icons** — Use SVG icons (Heroicons, Lucide, Simple Icons)")
+    lines.append("- ❌ **Missing cursor:pointer** — All clickable elements must have cursor:pointer")
+    lines.append("- ❌ **Layout-shifting hovers** — Avoid scale transforms that shift layout")
+    lines.append("- ❌ **Low contrast text** — Maintain 4.5:1 minimum contrast ratio")
+    lines.append("- ❌ **Instant state changes** — Always use transitions (150-300ms)")
+    lines.append("- ❌ **Invisible focus states** — Focus states must be visible for a11y")
+    lines.append("")
+    
+    # Pre-Delivery Checklist
+    lines.append("---")
+    lines.append("")
+    lines.append("## Pre-Delivery Checklist")
+    lines.append("")
+    lines.append("Before delivering any UI code, verify:")
+    lines.append("")
+    lines.append("- [ ] No emojis used as icons (use SVG instead)")
+    lines.append("- [ ] All icons from consistent icon set (Heroicons/Lucide)")
+    lines.append("- [ ] `cursor-pointer` on all clickable elements")
+    lines.append("- [ ] Hover states with smooth transitions (150-300ms)")
+    lines.append("- [ ] Light mode: text contrast 4.5:1 minimum")
+    lines.append("- [ ] Focus states visible for keyboard navigation")
+    lines.append("- [ ] `prefers-reduced-motion` respected")
+    lines.append("- [ ] Responsive: 375px, 768px, 1024px, 1440px")
+    lines.append("- [ ] No content hidden behind fixed navbars")
+    lines.append("- [ ] No horizontal scroll on mobile")
+    lines.append("")
+    
+    return "\n".join(lines)
+
+
+def format_page_override_md(design_system: dict, page_name: str, page_query: str = None) -> str:
+    """Format a page-specific override file with intelligent AI-generated content."""
+    project = design_system.get("project_name", "PROJECT")
+    timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+    page_title = page_name.replace("-", " ").replace("_", " ").title()
+    
+    # Detect page type and generate intelligent overrides
+    page_overrides = _generate_intelligent_overrides(page_name, page_query, design_system)
+    
+    lines = []
+    
+    lines.append(f"# {page_title} Page Overrides")
+    lines.append("")
+    lines.append(f"> **PROJECT:** {project}")
+    lines.append(f"> **Generated:** {timestamp}")
+    lines.append(f"> **Page Type:** {page_overrides.get('page_type', 'General')}")
+    lines.append("")
+    lines.append("> ⚠️ **IMPORTANT:** Rules in this file **override** the Master file (`design-system/MASTER.md`).")
+    lines.append("> Only deviations from the Master are documented here. For all other rules, refer to the Master.")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    
+    # Page-specific rules with actual content
+    lines.append("## Page-Specific Rules")
+    lines.append("")
+    
+    # Layout Overrides
+    lines.append("### Layout Overrides")
+    lines.append("")
+    layout = page_overrides.get("layout", {})
+    if layout:
+        for key, value in layout.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master layout")
+    lines.append("")
+    
+    # Spacing Overrides
+    lines.append("### Spacing Overrides")
+    lines.append("")
+    spacing = page_overrides.get("spacing", {})
+    if spacing:
+        for key, value in spacing.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master spacing")
+    lines.append("")
+    
+    # Typography Overrides
+    lines.append("### Typography Overrides")
+    lines.append("")
+    typography = page_overrides.get("typography", {})
+    if typography:
+        for key, value in typography.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master typography")
+    lines.append("")
+    
+    # Color Overrides
+    lines.append("### Color Overrides")
+    lines.append("")
+    colors = page_overrides.get("colors", {})
+    if colors:
+        for key, value in colors.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master colors")
+    lines.append("")
+    
+    # Component Overrides
+    lines.append("### Component Overrides")
+    lines.append("")
+    components = page_overrides.get("components", [])
+    if components:
+        for comp in components:
+            lines.append(f"- {comp}")
+    else:
+        lines.append("- No overrides — use Master component specs")
+    lines.append("")
+    
+    # Page-Specific Components
+    lines.append("---")
+    lines.append("")
+    lines.append("## Page-Specific Components")
+    lines.append("")
+    unique_components = page_overrides.get("unique_components", [])
+    if unique_components:
+        for comp in unique_components:
+            lines.append(f"- {comp}")
+    else:
+        lines.append("- No unique components for this page")
+    lines.append("")
+    
+    # Recommendations
+    lines.append("---")
+    lines.append("")
+    lines.append("## Recommendations")
+    lines.append("")
+    recommendations = page_overrides.get("recommendations", [])
+    if recommendations:
+        for rec in recommendations:
+            lines.append(f"- {rec}")
+    lines.append("")
+    
+    return "\n".join(lines)
+
+
+def _generate_intelligent_overrides(page_name: str, page_query: str, design_system: dict) -> dict:
+    """
+    Generate intelligent overrides based on page type using layered search.
+    
+    Uses the existing search infrastructure to find relevant style, UX, and layout
+    data instead of hardcoded page types.
+    """
+    from core import search
+    
+    page_lower = page_name.lower()
+    query_lower = (page_query or "").lower()
+    combined_context = f"{page_lower} {query_lower}"
+    
+    # Search across multiple domains for page-specific guidance
+    style_search = search(combined_context, "style", max_results=1)
+    ux_search = search(combined_context, "ux", max_results=3)
+    landing_search = search(combined_context, "landing", max_results=1)
+    
+    # Extract results from search response
+    style_results = style_search.get("results", [])
+    ux_results = ux_search.get("results", [])
+    landing_results = landing_search.get("results", [])
+    
+    # Detect page type from search results or context
+    page_type = _detect_page_type(combined_context, style_results)
+    
+    # Build overrides from search results
+    layout = {}
+    spacing = {}
+    typography = {}
+    colors = {}
+    components = []
+    unique_components = []
+    recommendations = []
+    
+    # Extract style-based overrides
+    if style_results:
+        style = style_results[0]
+        style_name = style.get("Style Category", "")
+        keywords = style.get("Keywords", "")
+        best_for = style.get("Best For", "")
+        effects = style.get("Effects & Animation", "")
+        
+        # Infer layout from style keywords
+        if any(kw in keywords.lower() for kw in ["data", "dense", "dashboard", "grid"]):
+            layout["Max Width"] = "1400px or full-width"
+            layout["Grid"] = "12-column grid for data flexibility"
+            spacing["Content Density"] = "High — optimize for information display"
+        elif any(kw in keywords.lower() for kw in ["minimal", "simple", "clean", "single"]):
+            layout["Max Width"] = "800px (narrow, focused)"
+            layout["Layout"] = "Single column, centered"
+            spacing["Content Density"] = "Low — focus on clarity"
+        else:
+            layout["Max Width"] = "1200px (standard)"
+            layout["Layout"] = "Full-width sections, centered content"
+        
+        if effects:
+            recommendations.append(f"Effects: {effects}")
+    
+    # Extract UX guidelines as recommendations
+    for ux in ux_results:
+        category = ux.get("Category", "")
+        do_text = ux.get("Do", "")
+        dont_text = ux.get("Don't", "")
+        if do_text:
+            recommendations.append(f"{category}: {do_text}")
+        if dont_text:
+            components.append(f"Avoid: {dont_text}")
+    
+    # Extract landing pattern info for section structure
+    if landing_results:
+        landing = landing_results[0]
+        sections = landing.get("Section Order", "")
+        cta_placement = landing.get("Primary CTA Placement", "")
+        color_strategy = landing.get("Color Strategy", "")
+        
+        if sections:
+            layout["Sections"] = sections
+        if cta_placement:
+            recommendations.append(f"CTA Placement: {cta_placement}")
+        if color_strategy:
+            colors["Strategy"] = color_strategy
+    
+    # Add page-type specific defaults if no search results
+    if not layout:
+        layout["Max Width"] = "1200px"
+        layout["Layout"] = "Responsive grid"
+    
+    if not recommendations:
+        recommendations = [
+            "Refer to MASTER.md for all design rules",
+            "Add specific overrides as needed for this page"
+        ]
+    
+    return {
+        "page_type": page_type,
+        "layout": layout,
+        "spacing": spacing,
+        "typography": typography,
+        "colors": colors,
+        "components": components,
+        "unique_components": unique_components,
+        "recommendations": recommendations
+    }
+
+
+def _detect_page_type(context: str, style_results: list) -> str:
+    """Detect page type from context and search results."""
+    context_lower = context.lower()
+    
+    # Check for common page type patterns
+    page_patterns = [
+        (["dashboard", "admin", "analytics", "data", "metrics", "stats", "monitor", "overview"], "Dashboard / Data View"),
+        (["checkout", "payment", "cart", "purchase", "order", "billing"], "Checkout / Payment"),
+        (["settings", "profile", "account", "preferences", "config"], "Settings / Profile"),
+        (["landing", "marketing", "homepage", "hero", "home", "promo"], "Landing / Marketing"),
+        (["login", "signin", "signup", "register", "auth", "password"], "Authentication"),
+        (["pricing", "plans", "subscription", "tiers", "packages"], "Pricing / Plans"),
+        (["blog", "article", "post", "news", "content", "story"], "Blog / Article"),
+        (["product", "item", "detail", "pdp", "shop", "store"], "Product Detail"),
+        (["search", "results", "browse", "filter", "catalog", "list"], "Search Results"),
+        (["empty", "404", "error", "not found", "zero"], "Empty State"),
+    ]
+    
+    for keywords, page_type in page_patterns:
+        if any(kw in context_lower for kw in keywords):
+            return page_type
+    
+    # Fallback: try to infer from style results
+    if style_results:
+        style_name = style_results[0].get("Style Category", "").lower()
+        best_for = style_results[0].get("Best For", "").lower()
+        
+        if "dashboard" in best_for or "data" in best_for:
+            return "Dashboard / Data View"
+        elif "landing" in best_for or "marketing" in best_for:
+            return "Landing / Marketing"
+    
+    return "General"
+
+
 # ============ CLI SUPPORT ============
 if __name__ == "__main__":
     import argparse

cli/assets/.codex/skills/ui-ux-pro-max/scripts/search.py

@@ -4,14 +4,19 @@
 UI/UX Pro Max Search - BM25 search engine for UI/UX style guides
 Usage: python search.py "<query>" [--domain <domain>] [--stack <stack>] [--max-results 3]
        python search.py "<query>" --design-system [-p "Project Name"]
+       python search.py "<query>" --design-system --persist [-p "Project Name"] [--page "dashboard"]
 
 Domains: style, prompt, color, chart, landing, product, ux, typography
 Stacks: html-tailwind, react, nextjs
+
+Persistence (Master + Overrides pattern):
+  --persist    Save design system to design-system/MASTER.md
+  --page       Also create a page-specific override file in design-system/pages/
 """
 
 import argparse
 from core import CSV_CONFIG, AVAILABLE_STACKS, MAX_RESULTS, search, search_stack
-from design_system import generate_design_system
+from design_system import generate_design_system, persist_design_system
 
 
 def format_output(result):
@@ -51,13 +56,38 @@ if __name__ == "__main__":
     parser.add_argument("--design-system", "-ds", action="store_true", help="Generate complete design system recommendation")
     parser.add_argument("--project-name", "-p", type=str, default=None, help="Project name for design system output")
     parser.add_argument("--format", "-f", choices=["ascii", "markdown"], default="ascii", help="Output format for design system")
+    # Persistence (Master + Overrides pattern)
+    parser.add_argument("--persist", action="store_true", help="Save design system to design-system/MASTER.md (creates hierarchical structure)")
+    parser.add_argument("--page", type=str, default=None, help="Create page-specific override file in design-system/pages/")
+    parser.add_argument("--output-dir", "-o", type=str, default=None, help="Output directory for persisted files (default: current directory)")
 
     args = parser.parse_args()
 
     # Design system takes priority
     if args.design_system:
-        result = generate_design_system(args.query, args.project_name, args.format)
+        result = generate_design_system(
+            args.query, 
+            args.project_name, 
+            args.format,
+            persist=args.persist,
+            page=args.page,
+            output_dir=args.output_dir
+        )
         print(result)
+        
+        # Print persistence confirmation
+        if args.persist:
+            project_slug = args.project_name.lower().replace(' ', '-') if args.project_name else "default"
+            print("\n" + "=" * 60)
+            print(f"✅ Design system persisted to design-system/{project_slug}/")
+            print(f"   📄 design-system/{project_slug}/MASTER.md (Global Source of Truth)")
+            if args.page:
+                page_filename = args.page.lower().replace(' ', '-')
+                print(f"   📄 design-system/{project_slug}/pages/{page_filename}.md (Page Overrides)")
+            print("")
+            print(f"📖 Usage: When building a page, check design-system/{project_slug}/pages/[page].md first.")
+            print(f"   If exists, its rules override MASTER.md. Otherwise, use MASTER.md.")
+            print("=" * 60)
     # Stack search
     elif args.stack:
         result = search_stack(args.query, args.stack, args.max_results)

cli/assets/.cursor/commands/ui-ux-pro-max.md

@@ -60,6 +60,31 @@ This command:
 python3 .shared/ui-ux-pro-max/scripts/search.py "beauty spa wellness service" --design-system -p "Serenity Spa"
 ```
 
+### Step 2b: Persist Design System (Master + Overrides Pattern)
+
+To save the design system for hierarchical retrieval across sessions, add `--persist`:
+
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name"
+```
+
+This creates:
+- `design-system/MASTER.md` — Global Source of Truth with all design rules
+- `design-system/pages/` — Folder for page-specific overrides
+
+**With page-specific override:**
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name" --page "dashboard"
+```
+
+This also creates:
+- `design-system/pages/dashboard.md` — Page-specific deviations from Master
+
+**How hierarchical retrieval works:**
+1. When building a specific page (e.g., "Checkout"), first check `design-system/pages/checkout.md`
+2. If the page file exists, its rules **override** the Master file
+3. If not, use `design-system/MASTER.md` exclusively
+
 ### Step 3: Supplement with Detailed Searches (as needed)
 
 After getting the design system, use domain searches to get additional details:
@@ -86,8 +111,8 @@ Get implementation-specific best practices. If user doesn't specify a stack, **d
 python3 .shared/ui-ux-pro-max/scripts/search.py "<keyword>" --stack html-tailwind
 ```
 
-Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`
+Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`, `jetpack-compose`
-
+, `jetpack-compose`
 ---
 
 ## Search Reference
@@ -120,6 +145,7 @@ Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`
 | `react-native` | Components, Navigation, Lists |
 | `flutter` | Widgets, State, Layout, Theming |
 | `shadcn` | shadcn/ui components, theming, forms, patterns |
+| `jetpack-compose` | Composables, Modifiers, State Hoisting, Recomposition |
 
 ---
 

cli/assets/.gemini/skills/ui-ux-pro-max/scripts/design_system.py

@@ -7,10 +7,16 @@ to generate comprehensive design system recommendations.
 Usage:
     from design_system import generate_design_system
     result = generate_design_system("SaaS dashboard", "My Project")
+    
+    # With persistence (Master + Overrides pattern)
+    result = generate_design_system("SaaS dashboard", "My Project", persist=True)
+    result = generate_design_system("SaaS dashboard", "My Project", persist=True, page="dashboard")
 """
 
 import csv
 import json
+import os
+from datetime import datetime
 from pathlib import Path
 from core import search, DATA_DIR
 
@@ -452,7 +458,8 @@ def format_markdown(design_system: dict) -> str:
 
 
 # ============ MAIN ENTRY POINT ============
-def generate_design_system(query: str, project_name: str = None, output_format: str = "ascii") -> str:
+def generate_design_system(query: str, project_name: str = None, output_format: str = "ascii", 
+                           persist: bool = False, page: str = None, output_dir: str = None) -> str:
     """
     Main entry point for design system generation.
 
@@ -460,6 +467,9 @@ def generate_design_system(query: str, project_name: str = None, output_format:
         query: Search query (e.g., "SaaS dashboard", "e-commerce luxury")
         project_name: Optional project name for output header
         output_format: "ascii" (default) or "markdown"
+        persist: If True, save design system to design-system/ folder
+        page: Optional page name for page-specific override file
+        output_dir: Optional output directory (defaults to current working directory)
 
     Returns:
         Formatted design system string
@@ -467,11 +477,580 @@ def generate_design_system(query: str, project_name: str = None, output_format:
     generator = DesignSystemGenerator()
     design_system = generator.generate(query, project_name)
     
+    # Persist to files if requested
+    if persist:
+        persist_design_system(design_system, page, output_dir, query)
+
     if output_format == "markdown":
         return format_markdown(design_system)
     return format_ascii_box(design_system)
 
 
+# ============ PERSISTENCE FUNCTIONS ============
+def persist_design_system(design_system: dict, page: str = None, output_dir: str = None, page_query: str = None) -> dict:
+    """
+    Persist design system to design-system/<project>/ folder using Master + Overrides pattern.
+    
+    Args:
+        design_system: The generated design system dictionary
+        page: Optional page name for page-specific override file
+        output_dir: Optional output directory (defaults to current working directory)
+        page_query: Optional query string for intelligent page override generation
+    
+    Returns:
+        dict with created file paths and status
+    """
+    base_dir = Path(output_dir) if output_dir else Path.cwd()
+    
+    # Use project name for project-specific folder
+    project_name = design_system.get("project_name", "default")
+    project_slug = project_name.lower().replace(' ', '-')
+    
+    design_system_dir = base_dir / "design-system" / project_slug
+    pages_dir = design_system_dir / "pages"
+    
+    created_files = []
+    
+    # Create directories
+    design_system_dir.mkdir(parents=True, exist_ok=True)
+    pages_dir.mkdir(parents=True, exist_ok=True)
+    
+    master_file = design_system_dir / "MASTER.md"
+    
+    # Generate and write MASTER.md
+    master_content = format_master_md(design_system)
+    with open(master_file, 'w', encoding='utf-8') as f:
+        f.write(master_content)
+    created_files.append(str(master_file))
+    
+    # If page is specified, create page override file with intelligent content
+    if page:
+        page_file = pages_dir / f"{page.lower().replace(' ', '-')}.md"
+        page_content = format_page_override_md(design_system, page, page_query)
+        with open(page_file, 'w', encoding='utf-8') as f:
+            f.write(page_content)
+        created_files.append(str(page_file))
+    
+    return {
+        "status": "success",
+        "design_system_dir": str(design_system_dir),
+        "created_files": created_files
+    }
+
+
+def format_master_md(design_system: dict) -> str:
+    """Format design system as MASTER.md with hierarchical override logic."""
+    project = design_system.get("project_name", "PROJECT")
+    pattern = design_system.get("pattern", {})
+    style = design_system.get("style", {})
+    colors = design_system.get("colors", {})
+    typography = design_system.get("typography", {})
+    effects = design_system.get("key_effects", "")
+    anti_patterns = design_system.get("anti_patterns", "")
+    
+    timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+    
+    lines = []
+    
+    # Logic header
+    lines.append("# Design System Master File")
+    lines.append("")
+    lines.append("> **LOGIC:** When building a specific page, first check `design-system/pages/[page-name].md`.")
+    lines.append("> If that file exists, its rules **override** this Master file.")
+    lines.append("> If not, strictly follow the rules below.")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    lines.append(f"**Project:** {project}")
+    lines.append(f"**Generated:** {timestamp}")
+    lines.append(f"**Category:** {design_system.get('category', 'General')}")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    
+    # Global Rules section
+    lines.append("## Global Rules")
+    lines.append("")
+    
+    # Color Palette
+    lines.append("### Color Palette")
+    lines.append("")
+    lines.append("| Role | Hex | CSS Variable |")
+    lines.append("|------|-----|--------------|")
+    lines.append(f"| Primary | `{colors.get('primary', '#2563EB')}` | `--color-primary` |")
+    lines.append(f"| Secondary | `{colors.get('secondary', '#3B82F6')}` | `--color-secondary` |")
+    lines.append(f"| CTA/Accent | `{colors.get('cta', '#F97316')}` | `--color-cta` |")
+    lines.append(f"| Background | `{colors.get('background', '#F8FAFC')}` | `--color-background` |")
+    lines.append(f"| Text | `{colors.get('text', '#1E293B')}` | `--color-text` |")
+    lines.append("")
+    if colors.get("notes"):
+        lines.append(f"**Color Notes:** {colors.get('notes', '')}")
+        lines.append("")
+    
+    # Typography
+    lines.append("### Typography")
+    lines.append("")
+    lines.append(f"- **Heading Font:** {typography.get('heading', 'Inter')}")
+    lines.append(f"- **Body Font:** {typography.get('body', 'Inter')}")
+    if typography.get("mood"):
+        lines.append(f"- **Mood:** {typography.get('mood', '')}")
+    if typography.get("google_fonts_url"):
+        lines.append(f"- **Google Fonts:** [{typography.get('heading', '')} + {typography.get('body', '')}]({typography.get('google_fonts_url', '')})")
+    lines.append("")
+    if typography.get("css_import"):
+        lines.append("**CSS Import:**")
+        lines.append("```css")
+        lines.append(typography.get("css_import", ""))
+        lines.append("```")
+        lines.append("")
+    
+    # Spacing Variables
+    lines.append("### Spacing Variables")
+    lines.append("")
+    lines.append("| Token | Value | Usage |")
+    lines.append("|-------|-------|-------|")
+    lines.append("| `--space-xs` | `4px` / `0.25rem` | Tight gaps |")
+    lines.append("| `--space-sm` | `8px` / `0.5rem` | Icon gaps, inline spacing |")
+    lines.append("| `--space-md` | `16px` / `1rem` | Standard padding |")
+    lines.append("| `--space-lg` | `24px` / `1.5rem` | Section padding |")
+    lines.append("| `--space-xl` | `32px` / `2rem` | Large gaps |")
+    lines.append("| `--space-2xl` | `48px` / `3rem` | Section margins |")
+    lines.append("| `--space-3xl` | `64px` / `4rem` | Hero padding |")
+    lines.append("")
+    
+    # Shadow Depths
+    lines.append("### Shadow Depths")
+    lines.append("")
+    lines.append("| Level | Value | Usage |")
+    lines.append("|-------|-------|-------|")
+    lines.append("| `--shadow-sm` | `0 1px 2px rgba(0,0,0,0.05)` | Subtle lift |")
+    lines.append("| `--shadow-md` | `0 4px 6px rgba(0,0,0,0.1)` | Cards, buttons |")
+    lines.append("| `--shadow-lg` | `0 10px 15px rgba(0,0,0,0.1)` | Modals, dropdowns |")
+    lines.append("| `--shadow-xl` | `0 20px 25px rgba(0,0,0,0.15)` | Hero images, featured cards |")
+    lines.append("")
+    
+    # Component Specs section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Component Specs")
+    lines.append("")
+    
+    # Buttons
+    lines.append("### Buttons")
+    lines.append("")
+    lines.append("```css")
+    lines.append("/* Primary Button */")
+    lines.append(".btn-primary {")
+    lines.append(f"  background: {colors.get('cta', '#F97316')};")
+    lines.append("  color: white;")
+    lines.append("  padding: 12px 24px;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-weight: 600;")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".btn-primary:hover {")
+    lines.append("  opacity: 0.9;")
+    lines.append("  transform: translateY(-1px);")
+    lines.append("}")
+    lines.append("")
+    lines.append("/* Secondary Button */")
+    lines.append(".btn-secondary {")
+    lines.append(f"  background: transparent;")
+    lines.append(f"  color: {colors.get('primary', '#2563EB')};")
+    lines.append(f"  border: 2px solid {colors.get('primary', '#2563EB')};")
+    lines.append("  padding: 12px 24px;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-weight: 600;")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Cards
+    lines.append("### Cards")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".card {")
+    lines.append(f"  background: {colors.get('background', '#FFFFFF')};")
+    lines.append("  border-radius: 12px;")
+    lines.append("  padding: 24px;")
+    lines.append("  box-shadow: var(--shadow-md);")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".card:hover {")
+    lines.append("  box-shadow: var(--shadow-lg);")
+    lines.append("  transform: translateY(-2px);")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Inputs
+    lines.append("### Inputs")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".input {")
+    lines.append("  padding: 12px 16px;")
+    lines.append("  border: 1px solid #E2E8F0;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-size: 16px;")
+    lines.append("  transition: border-color 200ms ease;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".input:focus {")
+    lines.append(f"  border-color: {colors.get('primary', '#2563EB')};")
+    lines.append("  outline: none;")
+    lines.append(f"  box-shadow: 0 0 0 3px {colors.get('primary', '#2563EB')}20;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Modals
+    lines.append("### Modals")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".modal-overlay {")
+    lines.append("  background: rgba(0, 0, 0, 0.5);")
+    lines.append("  backdrop-filter: blur(4px);")
+    lines.append("}")
+    lines.append("")
+    lines.append(".modal {")
+    lines.append("  background: white;")
+    lines.append("  border-radius: 16px;")
+    lines.append("  padding: 32px;")
+    lines.append("  box-shadow: var(--shadow-xl);")
+    lines.append("  max-width: 500px;")
+    lines.append("  width: 90%;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Style section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Style Guidelines")
+    lines.append("")
+    lines.append(f"**Style:** {style.get('name', 'Minimalism')}")
+    lines.append("")
+    if style.get("keywords"):
+        lines.append(f"**Keywords:** {style.get('keywords', '')}")
+        lines.append("")
+    if style.get("best_for"):
+        lines.append(f"**Best For:** {style.get('best_for', '')}")
+        lines.append("")
+    if effects:
+        lines.append(f"**Key Effects:** {effects}")
+        lines.append("")
+    
+    # Layout Pattern
+    lines.append("### Page Pattern")
+    lines.append("")
+    lines.append(f"**Pattern Name:** {pattern.get('name', '')}")
+    lines.append("")
+    if pattern.get('conversion'):
+        lines.append(f"- **Conversion Strategy:** {pattern.get('conversion', '')}")
+    if pattern.get('cta_placement'):
+        lines.append(f"- **CTA Placement:** {pattern.get('cta_placement', '')}")
+    lines.append(f"- **Section Order:** {pattern.get('sections', '')}")
+    lines.append("")
+    
+    # Anti-Patterns section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Anti-Patterns (Do NOT Use)")
+    lines.append("")
+    if anti_patterns:
+        anti_list = [a.strip() for a in anti_patterns.split("+")]
+        for anti in anti_list:
+            if anti:
+                lines.append(f"- ❌ {anti}")
+    lines.append("")
+    lines.append("### Additional Forbidden Patterns")
+    lines.append("")
+    lines.append("- ❌ **Emojis as icons** — Use SVG icons (Heroicons, Lucide, Simple Icons)")
+    lines.append("- ❌ **Missing cursor:pointer** — All clickable elements must have cursor:pointer")
+    lines.append("- ❌ **Layout-shifting hovers** — Avoid scale transforms that shift layout")
+    lines.append("- ❌ **Low contrast text** — Maintain 4.5:1 minimum contrast ratio")
+    lines.append("- ❌ **Instant state changes** — Always use transitions (150-300ms)")
+    lines.append("- ❌ **Invisible focus states** — Focus states must be visible for a11y")
+    lines.append("")
+    
+    # Pre-Delivery Checklist
+    lines.append("---")
+    lines.append("")
+    lines.append("## Pre-Delivery Checklist")
+    lines.append("")
+    lines.append("Before delivering any UI code, verify:")
+    lines.append("")
+    lines.append("- [ ] No emojis used as icons (use SVG instead)")
+    lines.append("- [ ] All icons from consistent icon set (Heroicons/Lucide)")
+    lines.append("- [ ] `cursor-pointer` on all clickable elements")
+    lines.append("- [ ] Hover states with smooth transitions (150-300ms)")
+    lines.append("- [ ] Light mode: text contrast 4.5:1 minimum")
+    lines.append("- [ ] Focus states visible for keyboard navigation")
+    lines.append("- [ ] `prefers-reduced-motion` respected")
+    lines.append("- [ ] Responsive: 375px, 768px, 1024px, 1440px")
+    lines.append("- [ ] No content hidden behind fixed navbars")
+    lines.append("- [ ] No horizontal scroll on mobile")
+    lines.append("")
+    
+    return "\n".join(lines)
+
+
+def format_page_override_md(design_system: dict, page_name: str, page_query: str = None) -> str:
+    """Format a page-specific override file with intelligent AI-generated content."""
+    project = design_system.get("project_name", "PROJECT")
+    timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+    page_title = page_name.replace("-", " ").replace("_", " ").title()
+    
+    # Detect page type and generate intelligent overrides
+    page_overrides = _generate_intelligent_overrides(page_name, page_query, design_system)
+    
+    lines = []
+    
+    lines.append(f"# {page_title} Page Overrides")
+    lines.append("")
+    lines.append(f"> **PROJECT:** {project}")
+    lines.append(f"> **Generated:** {timestamp}")
+    lines.append(f"> **Page Type:** {page_overrides.get('page_type', 'General')}")
+    lines.append("")
+    lines.append("> ⚠️ **IMPORTANT:** Rules in this file **override** the Master file (`design-system/MASTER.md`).")
+    lines.append("> Only deviations from the Master are documented here. For all other rules, refer to the Master.")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    
+    # Page-specific rules with actual content
+    lines.append("## Page-Specific Rules")
+    lines.append("")
+    
+    # Layout Overrides
+    lines.append("### Layout Overrides")
+    lines.append("")
+    layout = page_overrides.get("layout", {})
+    if layout:
+        for key, value in layout.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master layout")
+    lines.append("")
+    
+    # Spacing Overrides
+    lines.append("### Spacing Overrides")
+    lines.append("")
+    spacing = page_overrides.get("spacing", {})
+    if spacing:
+        for key, value in spacing.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master spacing")
+    lines.append("")
+    
+    # Typography Overrides
+    lines.append("### Typography Overrides")
+    lines.append("")
+    typography = page_overrides.get("typography", {})
+    if typography:
+        for key, value in typography.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master typography")
+    lines.append("")
+    
+    # Color Overrides
+    lines.append("### Color Overrides")
+    lines.append("")
+    colors = page_overrides.get("colors", {})
+    if colors:
+        for key, value in colors.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master colors")
+    lines.append("")
+    
+    # Component Overrides
+    lines.append("### Component Overrides")
+    lines.append("")
+    components = page_overrides.get("components", [])
+    if components:
+        for comp in components:
+            lines.append(f"- {comp}")
+    else:
+        lines.append("- No overrides — use Master component specs")
+    lines.append("")
+    
+    # Page-Specific Components
+    lines.append("---")
+    lines.append("")
+    lines.append("## Page-Specific Components")
+    lines.append("")
+    unique_components = page_overrides.get("unique_components", [])
+    if unique_components:
+        for comp in unique_components:
+            lines.append(f"- {comp}")
+    else:
+        lines.append("- No unique components for this page")
+    lines.append("")
+    
+    # Recommendations
+    lines.append("---")
+    lines.append("")
+    lines.append("## Recommendations")
+    lines.append("")
+    recommendations = page_overrides.get("recommendations", [])
+    if recommendations:
+        for rec in recommendations:
+            lines.append(f"- {rec}")
+    lines.append("")
+    
+    return "\n".join(lines)
+
+
+def _generate_intelligent_overrides(page_name: str, page_query: str, design_system: dict) -> dict:
+    """
+    Generate intelligent overrides based on page type using layered search.
+    
+    Uses the existing search infrastructure to find relevant style, UX, and layout
+    data instead of hardcoded page types.
+    """
+    from core import search
+    
+    page_lower = page_name.lower()
+    query_lower = (page_query or "").lower()
+    combined_context = f"{page_lower} {query_lower}"
+    
+    # Search across multiple domains for page-specific guidance
+    style_search = search(combined_context, "style", max_results=1)
+    ux_search = search(combined_context, "ux", max_results=3)
+    landing_search = search(combined_context, "landing", max_results=1)
+    
+    # Extract results from search response
+    style_results = style_search.get("results", [])
+    ux_results = ux_search.get("results", [])
+    landing_results = landing_search.get("results", [])
+    
+    # Detect page type from search results or context
+    page_type = _detect_page_type(combined_context, style_results)
+    
+    # Build overrides from search results
+    layout = {}
+    spacing = {}
+    typography = {}
+    colors = {}
+    components = []
+    unique_components = []
+    recommendations = []
+    
+    # Extract style-based overrides
+    if style_results:
+        style = style_results[0]
+        style_name = style.get("Style Category", "")
+        keywords = style.get("Keywords", "")
+        best_for = style.get("Best For", "")
+        effects = style.get("Effects & Animation", "")
+        
+        # Infer layout from style keywords
+        if any(kw in keywords.lower() for kw in ["data", "dense", "dashboard", "grid"]):
+            layout["Max Width"] = "1400px or full-width"
+            layout["Grid"] = "12-column grid for data flexibility"
+            spacing["Content Density"] = "High — optimize for information display"
+        elif any(kw in keywords.lower() for kw in ["minimal", "simple", "clean", "single"]):
+            layout["Max Width"] = "800px (narrow, focused)"
+            layout["Layout"] = "Single column, centered"
+            spacing["Content Density"] = "Low — focus on clarity"
+        else:
+            layout["Max Width"] = "1200px (standard)"
+            layout["Layout"] = "Full-width sections, centered content"
+        
+        if effects:
+            recommendations.append(f"Effects: {effects}")
+    
+    # Extract UX guidelines as recommendations
+    for ux in ux_results:
+        category = ux.get("Category", "")
+        do_text = ux.get("Do", "")
+        dont_text = ux.get("Don't", "")
+        if do_text:
+            recommendations.append(f"{category}: {do_text}")
+        if dont_text:
+            components.append(f"Avoid: {dont_text}")
+    
+    # Extract landing pattern info for section structure
+    if landing_results:
+        landing = landing_results[0]
+        sections = landing.get("Section Order", "")
+        cta_placement = landing.get("Primary CTA Placement", "")
+        color_strategy = landing.get("Color Strategy", "")
+        
+        if sections:
+            layout["Sections"] = sections
+        if cta_placement:
+            recommendations.append(f"CTA Placement: {cta_placement}")
+        if color_strategy:
+            colors["Strategy"] = color_strategy
+    
+    # Add page-type specific defaults if no search results
+    if not layout:
+        layout["Max Width"] = "1200px"
+        layout["Layout"] = "Responsive grid"
+    
+    if not recommendations:
+        recommendations = [
+            "Refer to MASTER.md for all design rules",
+            "Add specific overrides as needed for this page"
+        ]
+    
+    return {
+        "page_type": page_type,
+        "layout": layout,
+        "spacing": spacing,
+        "typography": typography,
+        "colors": colors,
+        "components": components,
+        "unique_components": unique_components,
+        "recommendations": recommendations
+    }
+
+
+def _detect_page_type(context: str, style_results: list) -> str:
+    """Detect page type from context and search results."""
+    context_lower = context.lower()
+    
+    # Check for common page type patterns
+    page_patterns = [
+        (["dashboard", "admin", "analytics", "data", "metrics", "stats", "monitor", "overview"], "Dashboard / Data View"),
+        (["checkout", "payment", "cart", "purchase", "order", "billing"], "Checkout / Payment"),
+        (["settings", "profile", "account", "preferences", "config"], "Settings / Profile"),
+        (["landing", "marketing", "homepage", "hero", "home", "promo"], "Landing / Marketing"),
+        (["login", "signin", "signup", "register", "auth", "password"], "Authentication"),
+        (["pricing", "plans", "subscription", "tiers", "packages"], "Pricing / Plans"),
+        (["blog", "article", "post", "news", "content", "story"], "Blog / Article"),
+        (["product", "item", "detail", "pdp", "shop", "store"], "Product Detail"),
+        (["search", "results", "browse", "filter", "catalog", "list"], "Search Results"),
+        (["empty", "404", "error", "not found", "zero"], "Empty State"),
+    ]
+    
+    for keywords, page_type in page_patterns:
+        if any(kw in context_lower for kw in keywords):
+            return page_type
+    
+    # Fallback: try to infer from style results
+    if style_results:
+        style_name = style_results[0].get("Style Category", "").lower()
+        best_for = style_results[0].get("Best For", "").lower()
+        
+        if "dashboard" in best_for or "data" in best_for:
+            return "Dashboard / Data View"
+        elif "landing" in best_for or "marketing" in best_for:
+            return "Landing / Marketing"
+    
+    return "General"
+
+
 # ============ CLI SUPPORT ============
 if __name__ == "__main__":
     import argparse

cli/assets/.gemini/skills/ui-ux-pro-max/scripts/search.py

@@ -4,14 +4,19 @@
 UI/UX Pro Max Search - BM25 search engine for UI/UX style guides
 Usage: python search.py "<query>" [--domain <domain>] [--stack <stack>] [--max-results 3]
        python search.py "<query>" --design-system [-p "Project Name"]
+       python search.py "<query>" --design-system --persist [-p "Project Name"] [--page "dashboard"]
 
 Domains: style, prompt, color, chart, landing, product, ux, typography
 Stacks: html-tailwind, react, nextjs
+
+Persistence (Master + Overrides pattern):
+  --persist    Save design system to design-system/MASTER.md
+  --page       Also create a page-specific override file in design-system/pages/
 """
 
 import argparse
 from core import CSV_CONFIG, AVAILABLE_STACKS, MAX_RESULTS, search, search_stack
-from design_system import generate_design_system
+from design_system import generate_design_system, persist_design_system
 
 
 def format_output(result):
@@ -51,13 +56,38 @@ if __name__ == "__main__":
     parser.add_argument("--design-system", "-ds", action="store_true", help="Generate complete design system recommendation")
     parser.add_argument("--project-name", "-p", type=str, default=None, help="Project name for design system output")
     parser.add_argument("--format", "-f", choices=["ascii", "markdown"], default="ascii", help="Output format for design system")
+    # Persistence (Master + Overrides pattern)
+    parser.add_argument("--persist", action="store_true", help="Save design system to design-system/MASTER.md (creates hierarchical structure)")
+    parser.add_argument("--page", type=str, default=None, help="Create page-specific override file in design-system/pages/")
+    parser.add_argument("--output-dir", "-o", type=str, default=None, help="Output directory for persisted files (default: current directory)")
 
     args = parser.parse_args()
 
     # Design system takes priority
     if args.design_system:
-        result = generate_design_system(args.query, args.project_name, args.format)
+        result = generate_design_system(
+            args.query, 
+            args.project_name, 
+            args.format,
+            persist=args.persist,
+            page=args.page,
+            output_dir=args.output_dir
+        )
         print(result)
+        
+        # Print persistence confirmation
+        if args.persist:
+            project_slug = args.project_name.lower().replace(' ', '-') if args.project_name else "default"
+            print("\n" + "=" * 60)
+            print(f"✅ Design system persisted to design-system/{project_slug}/")
+            print(f"   📄 design-system/{project_slug}/MASTER.md (Global Source of Truth)")
+            if args.page:
+                page_filename = args.page.lower().replace(' ', '-')
+                print(f"   📄 design-system/{project_slug}/pages/{page_filename}.md (Page Overrides)")
+            print("")
+            print(f"📖 Usage: When building a page, check design-system/{project_slug}/pages/[page].md first.")
+            print(f"   If exists, its rules override MASTER.md. Otherwise, use MASTER.md.")
+            print("=" * 60)
     # Stack search
     elif args.stack:
         result = search_stack(args.query, args.stack, args.max_results)

cli/assets/.github/prompts/ui-ux-pro-max.prompt.md

@@ -86,7 +86,7 @@ Get implementation-specific best practices. If user doesn't specify a stack, **d
 python3 .shared/ui-ux-pro-max/scripts/search.py "<keyword>" --stack html-tailwind
 ```
 
-Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`
+Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`,`jetpack-compose`, `shadcn`
 
 ---
 
@@ -120,6 +120,7 @@ Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`
 | `react-native` | Components, Navigation, Lists |
 | `flutter` | Widgets, State, Layout, Theming |
 | `shadcn` | shadcn/ui components, theming, forms, patterns |
+| `jetpack-compose` | Composables, Modifiers, State Hoisting, Recomposition |
 
 ---
 

cli/assets/.kiro/steering/ui-ux-pro-max.md

@@ -60,6 +60,31 @@ This command:
 python3 .shared/ui-ux-pro-max/scripts/search.py "beauty spa wellness service" --design-system -p "Serenity Spa"
 ```
 
+### Step 2b: Persist Design System (Master + Overrides Pattern)
+
+To save the design system for hierarchical retrieval across sessions, add `--persist`:
+
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name"
+```
+
+This creates:
+- `design-system/MASTER.md` — Global Source of Truth with all design rules
+- `design-system/pages/` — Folder for page-specific overrides
+
+**With page-specific override:**
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name" --page "dashboard"
+```
+
+This also creates:
+- `design-system/pages/dashboard.md` — Page-specific deviations from Master
+
+**How hierarchical retrieval works:**
+1. When building a specific page (e.g., "Checkout"), first check `design-system/pages/checkout.md`
+2. If the page file exists, its rules **override** the Master file
+3. If not, use `design-system/MASTER.md` exclusively
+
 ### Step 3: Supplement with Detailed Searches (as needed)
 
 After getting the design system, use domain searches to get additional details:
@@ -86,8 +111,8 @@ Get implementation-specific best practices. If user doesn't specify a stack, **d
 python3 .shared/ui-ux-pro-max/scripts/search.py "<keyword>" --stack html-tailwind
 ```
 
-Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`
+Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`, `jetpack-compose`
-
+, `jetpack-compose`
 ---
 
 ## Search Reference
@@ -120,6 +145,7 @@ Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`
 | `react-native` | Components, Navigation, Lists |
 | `flutter` | Widgets, State, Layout, Theming |
 | `shadcn` | shadcn/ui components, theming, forms, patterns |
+| `jetpack-compose` | Composables, Modifiers, State Hoisting, Recomposition |
 
 ---
 

cli/assets/.opencode/skills/ui-ux-pro-max/SKILL.md

@@ -0,0 +1,253 @@
+---
+name: ui-ux-pro-max
+description: "UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient. Integrations: shadcn/ui MCP for component search and examples."
+compatibility: "OpenCode with Python 3.x"
+---
+
+# UI/UX Pro Max - Design Intelligence
+
+Searchable database of UI styles, color palettes, font pairings, chart types, product recommendations, UX guidelines, and stack-specific best practices.
+
+## OpenCode Tool Mapping
+
+| Claude Code Tool    | OpenCode Equivalent    |
+|---------------------|------------------------|
+| `TodoWrite`         | `update_plan`          |
+| `Task` subagents    | `@mention` system      |
+| `Skill` tool        | `use_skill` tool       |
+| File operations     | Native OpenCode tools  |
+
+## When to Use
+
+Use this skill when:
+- User requests UI/UX work (design, build, create, implement, review, fix, improve)
+- User wants to build frontend pages (landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app)
+- User asks about design patterns, color palettes, typography, or UI components
+
+## Prerequisites
+
+Check if Python is installed:
+
+```bash
+python3 --version || python --version
+```
+
+If Python is not installed, install it based on user's OS:
+
+**macOS:**
+
+```bash
+brew install python3
+```
+
+**Ubuntu/Debian:**
+
+```bash
+sudo apt update && sudo apt install python3
+```
+
+**Windows:**
+
+```powershell
+winget install Python.Python.3.12
+```
+
+---
+
+## How to Use
+
+### Step 1: Analyze User Requirements
+
+Extract key information from user request:
+
+- **Product type**: SaaS, e-commerce, portfolio, dashboard, landing page, etc.
+- **Style keywords**: minimal, playful, professional, elegant, dark mode, etc.
+- **Industry**: healthcare, fintech, gaming, education, etc.
+- **Stack**: React, Vue, Next.js, or default to `html-tailwind`
+
+### Step 2: Search Relevant Domains
+
+Use `update_plan` to track your search tasks, then execute multiple searches to gather comprehensive information.
+
+```bash
+python3 ../../.shared/ui-ux-pro-max/scripts/search.py "<keyword>" --domain <domain> [-n <max_results>]
+```
+
+**Recommended search order:**
+
+1. **Product** - Get style recommendations for product type
+2. **Style** - Get detailed style guide (colors, effects, frameworks)
+3. **Typography** - Get font pairings with Google Fonts imports
+4. **Color** - Get color palette (Primary, Secondary, CTA, Background, Text, Border)
+5. **Landing** - Get page structure (if landing page)
+6. **Chart** - Get chart recommendations (if dashboard/analytics)
+7. **UX** - Get best practices and anti-patterns
+8. **Stack** - Get stack-specific guidelines (default: html-tailwind)
+
+### Step 3: Stack Guidelines (Default: html-tailwind)
+
+If user doesn't specify a stack, **default to `html-tailwind`**.
+
+```bash
+python3 ../../.shared/ui-ux-pro-max/scripts/search.py "<keyword>" --stack html-tailwind
+```
+
+Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`
+
+---
+
+## Search Reference
+
+### Available Domains
+
+| Domain       | Use For                              | Example Keywords                                         |
+| ------------ | ------------------------------------ | -------------------------------------------------------- |
+| `product`    | Product type recommendations         | SaaS, e-commerce, portfolio, healthcare, beauty, service |
+| `style`      | UI styles, colors, effects           | glassmorphism, minimalism, dark mode, brutalism          |
+| `typography` | Font pairings, Google Fonts          | elegant, playful, professional, modern                   |
+| `color`      | Color palettes by product type       | saas, ecommerce, healthcare, beauty, fintech, service    |
+| `landing`    | Page structure, CTA strategies       | hero, hero-centric, testimonial, pricing, social-proof   |
+| `chart`      | Chart types, library recommendations | trend, comparison, timeline, funnel, pie                 |
+| `ux`         | Best practices, anti-patterns        | animation, accessibility, z-index, loading               |
+| `prompt`     | AI prompts, CSS keywords             | (style name)                                             |
+
+### Available Stacks
+
+| Stack           | Focus                                          |
+| --------------- | ---------------------------------------------- |
+| `html-tailwind` | Tailwind utilities, responsive, a11y (DEFAULT) |
+| `react`         | State, hooks, performance, patterns            |
+| `nextjs`        | SSR, routing, images, API routes               |
+| `vue`           | Composition API, Pinia, Vue Router             |
+| `svelte`        | Runes, stores, SvelteKit                       |
+| `swiftui`       | Views, State, Navigation, Animation            |
+| `react-native`  | Components, Navigation, Lists                  |
+| `flutter`       | Widgets, State, Layout, Theming                |
+| `shadcn`        | shadcn/ui components, theming, forms, patterns |
+
+---
+
+## Example Workflow
+
+**User request:** "Build a landing page for a professional skincare service."
+
+**AI should:**
+
+```bash
+# 1. Search product type
+python3 ../../.shared/ui-ux-pro-max/scripts/search.py "beauty spa wellness service" --domain product
+
+# 2. Search style (based on industry: beauty, elegant)
+python3 ../../.shared/ui-ux-pro-max/scripts/search.py "elegant minimal soft" --domain style
+
+# 3. Search typography
+python3 ../../.shared/ui-ux-pro-max/scripts/search.py "elegant luxury" --domain typography
+
+# 4. Search color palette
+python3 ../../.shared/ui-ux-pro-max/scripts/search.py "beauty spa wellness" --domain color
+
+# 5. Search landing page structure
+python3 ../../.shared/ui-ux-pro-max/scripts/search.py "hero-centric social-proof" --domain landing
+
+# 6. Search UX guidelines
+python3 ../../.shared/ui-ux-pro-max/scripts/search.py "animation" --domain ux
+python3 ../../.shared/ui-ux-pro-max/scripts/search.py "accessibility" --domain ux
+
+# 7. Search stack guidelines (default: html-tailwind)
+python3 ../../.shared/ui-ux-pro-max/scripts/search.py "layout responsive" --stack html-tailwind
+```
+
+**Then:** Synthesize all search results and implement the design.
+
+---
+
+## Tips for Better Results
+
+1. **Be specific with keywords** - "healthcare SaaS dashboard" > "app"
+2. **Search multiple times** - Different keywords reveal different insights
+3. **Combine domains** - Style + Typography + Color = Complete design system
+4. **Always check UX** - Search "animation", "z-index", "accessibility" for common issues
+5. **Use stack flag** - Get implementation-specific best practices
+6. **Iterate** - If first search doesn't match, try different keywords
+
+---
+
+## Common Rules for Professional UI
+
+These are frequently overlooked issues that make UI look unprofessional:
+
+### Icons & Visual Elements
+
+| Rule                       | Do                                              | Don't                                  |
+| -------------------------- | ----------------------------------------------- | -------------------------------------- |
+| **No emoji icons**         | Use SVG icons (Heroicons, Lucide, Simple Icons) | Use emojis like 🎨 🚀 ⚙️ as UI icons   |
+| **Stable hover states**    | Use color/opacity transitions on hover          | Use scale transforms that shift layout |
+| **Correct brand logos**    | Research official SVG from Simple Icons         | Guess or use incorrect logo paths      |
+| **Consistent icon sizing** | Use fixed viewBox (24x24) with w-6 h-6          | Mix different icon sizes randomly      |
+
+### Interaction & Cursor
+
+| Rule                   | Do                                                    | Don't                                        |
+| ---------------------- | ----------------------------------------------------- | -------------------------------------------- |
+| **Cursor pointer**     | Add `cursor-pointer` to all clickable/hoverable cards | Leave default cursor on interactive elements |
+| **Hover feedback**     | Provide visual feedback (color, shadow, border)       | No indication element is interactive         |
+| **Smooth transitions** | Use `transition-colors duration-200`                  | Instant state changes or too slow (>500ms)   |
+
+### Light/Dark Mode Contrast
+
+| Rule                      | Do                                  | Don't                                   |
+| ------------------------- | ----------------------------------- | --------------------------------------- |
+| **Glass card light mode** | Use `bg-white/80` or higher opacity | Use `bg-white/10` (too transparent)     |
+| **Text contrast light**   | Use `#0F172A` (slate-900) for text  | Use `#94A3B8` (slate-400) for body text |
+| **Muted text light**      | Use `#475569` (slate-600) minimum   | Use gray-400 or lighter                 |
+| **Border visibility**     | Use `border-gray-200` in light mode | Use `border-white/10` (invisible)       |
+
+### Layout & Spacing
+
+| Rule                     | Do                                  | Don't                                  |
+| ------------------------ | ----------------------------------- | -------------------------------------- |
+| **Floating navbar**      | Add `top-4 left-4 right-4` spacing  | Stick navbar to `top-0 left-0 right-0` |
+| **Content padding**      | Account for fixed navbar height     | Let content hide behind fixed elements |
+| **Consistent max-width** | Use same `max-w-6xl` or `max-w-7xl` | Mix different container widths         |
+
+---
+
+## Pre-Delivery Checklist
+
+Before delivering UI code, verify these items:
+
+### Visual Quality
+
+- [ ] No emojis used as icons (use SVG instead)
+- [ ] All icons from consistent icon set (Heroicons/Lucide)
+- [ ] Brand logos are correct (verified from Simple Icons)
+- [ ] Hover states don't cause layout shift
+- [ ] Use theme colors directly (bg-primary) not var() wrapper
+
+### Interaction
+
+- [ ] All clickable elements have `cursor-pointer`
+- [ ] Hover states provide clear visual feedback
+- [ ] Transitions are smooth (150-300ms)
+- [ ] Focus states visible for keyboard navigation
+
+### Light/Dark Mode
+
+- [ ] Light mode text has sufficient contrast (4.5:1 minimum)
+- [ ] Glass/transparent elements visible in light mode
+- [ ] Borders visible in both modes
+- [ ] Test both modes before delivery
+
+### Layout
+
+- [ ] Floating elements have proper spacing from edges
+- [ ] No content hidden behind fixed navbars
+- [ ] Responsive at 320px, 768px, 1024px, 1440px
+- [ ] No horizontal scroll on mobile
+
+### Accessibility
+
+- [ ] All images have alt text
+- [ ] Form inputs have labels
+- [ ] Color is not the only indicator
+- [ ] `prefers-reduced-motion` respected

cli/assets/.qoder/skills/ui-ux-pro-max.md

@@ -60,6 +60,31 @@ This command:
 python3 .shared/ui-ux-pro-max/scripts/search.py "beauty spa wellness service" --design-system -p "Serenity Spa"
 ```
 
+### Step 2b: Persist Design System (Master + Overrides Pattern)
+
+To save the design system for hierarchical retrieval across sessions, add `--persist`:
+
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name"
+```
+
+This creates:
+- `design-system/MASTER.md` — Global Source of Truth with all design rules
+- `design-system/pages/` — Folder for page-specific overrides
+
+**With page-specific override:**
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name" --page "dashboard"
+```
+
+This also creates:
+- `design-system/pages/dashboard.md` — Page-specific deviations from Master
+
+**How hierarchical retrieval works:**
+1. When building a specific page (e.g., "Checkout"), first check `design-system/pages/checkout.md`
+2. If the page file exists, its rules **override** the Master file
+3. If not, use `design-system/MASTER.md` exclusively
+
 ### Step 3: Supplement with Detailed Searches (as needed)
 
 After getting the design system, use domain searches to get additional details:
@@ -86,8 +111,8 @@ Get implementation-specific best practices. If user doesn't specify a stack, **d
 python3 .shared/ui-ux-pro-max/scripts/search.py "<keyword>" --stack html-tailwind
 ```
 
-Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`
+Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`, `jetpack-compose`
-
+, `jetpack-compose`
 ---
 
 ## Search Reference
@@ -120,6 +145,7 @@ Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`
 | `react-native` | Components, Navigation, Lists |
 | `flutter` | Widgets, State, Layout, Theming |
 | `shadcn` | shadcn/ui components, theming, forms, patterns |
+| `jetpack-compose` | Composables, Modifiers, State Hoisting, Recomposition |
 
 ---
 

cli/assets/.roo/rules/ui-ux-pro-max.md

@@ -60,6 +60,31 @@ This command:
 python3 .shared/ui-ux-pro-max/scripts/search.py "beauty spa wellness service" --design-system -p "Serenity Spa"
 ```
 
+### Step 2b: Persist Design System (Master + Overrides Pattern)
+
+To save the design system for hierarchical retrieval across sessions, add `--persist`:
+
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name"
+```
+
+This creates:
+- `design-system/MASTER.md` — Global Source of Truth with all design rules
+- `design-system/pages/` — Folder for page-specific overrides
+
+**With page-specific override:**
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name" --page "dashboard"
+```
+
+This also creates:
+- `design-system/pages/dashboard.md` — Page-specific deviations from Master
+
+**How hierarchical retrieval works:**
+1. When building a specific page (e.g., "Checkout"), first check `design-system/pages/checkout.md`
+2. If the page file exists, its rules **override** the Master file
+3. If not, use `design-system/MASTER.md` exclusively
+
 ### Step 3: Supplement with Detailed Searches (as needed)
 
 After getting the design system, use domain searches to get additional details:
@@ -86,8 +111,8 @@ Get implementation-specific best practices. If user doesn't specify a stack, **d
 python3 .shared/ui-ux-pro-max/scripts/search.py "<keyword>" --stack html-tailwind
 ```
 
-Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`
+Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`, `jetpack-compose`
-
+, `jetpack-compose`
 ---
 
 ## Search Reference
@@ -120,6 +145,7 @@ Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`
 | `react-native` | Components, Navigation, Lists |
 | `flutter` | Widgets, State, Layout, Theming |
 | `shadcn` | shadcn/ui components, theming, forms, patterns |
+| `jetpack-compose` | Composables, Modifiers, State Hoisting, Recomposition |
 
 ---
 

cli/assets/.shared/ui-ux-pro-max/data/stacks/jetpack-compose.csv

@@ -0,0 +1,53 @@
+No,Category,Guideline,Description,Do,Don't,Code Good,Code Bad,Severity,Docs URL
+1,Composable,Pure UI composables,Composable functions should only render UI,Accept state and callbacks,Calling usecase/repo,Pure UI composable,Business logic in UI,High,https://developer.android.com/jetpack/compose/mental-model
+2,Composable,Small composables,Each composable has single responsibility,Split into components,Huge composable,Reusable UI,Monolithic UI,Medium,
+3,Composable,Stateless by default,Prefer stateless composables,Hoist state,Local mutable state,Stateless UI,Hidden state,High,https://developer.android.com/jetpack/compose/state#state-hoisting
+4,State,Single source of truth,UI state comes from one source,StateFlow from VM,Multiple states,Unified UiState,Scattered state,High,https://developer.android.com/topic/architecture/ui-layer
+5,State,Model UI State,Use sealed interface/data class,UiState.Loading,Boolean flags,Explicit state,Flag hell,High,
+6,State,remember only UI state,remember for UI-only state,"Scroll, animation",Business state,Correct remember,Misuse remember,High,https://developer.android.com/jetpack/compose/state
+7,State,rememberSaveable,Persist state across config,rememberSaveable,remember,State survives,State lost,High,https://developer.android.com/jetpack/compose/state#restore-ui-state
+8,State,derivedStateOf,Optimize recomposition,derivedStateOf,Recompute always,Optimized,Jank,Medium,https://developer.android.com/jetpack/compose/performance
+9,SideEffect,LaunchedEffect keys,Use correct keys,LaunchedEffect(id),LaunchedEffect(Unit),Scoped effect,Infinite loop,High,https://developer.android.com/jetpack/compose/side-effects
+10,SideEffect,rememberUpdatedState,Avoid stale lambdas,rememberUpdatedState,Capture directly,Safe callback,Stale state,Medium,https://developer.android.com/jetpack/compose/side-effects
+11,SideEffect,DisposableEffect,Clean up resources,onDispose,No cleanup,No leak,Memory leak,High,
+12,Architecture,Unidirectional data flow,UI → VM → State,onEvent,Two-way binding,Predictable flow,Hard debug,High,https://developer.android.com/topic/architecture
+13,Architecture,No business logic in UI,Logic belongs to VM,Collect state,Call repo,Clean UI,Fat UI,High,
+14,Architecture,Expose immutable state,Expose StateFlow,asStateFlow,Mutable exposed,Safe API,State mutation,High,
+15,Lifecycle,Lifecycle-aware collect,Use collectAsStateWithLifecycle,Lifecycle aware,collectAsState,No leak,Leak,High,https://developer.android.com/jetpack/compose/lifecycle
+16,Navigation,Event-based navigation,VM emits navigation event,"VM: Channel + receiveAsFlow(), V: Collect with Dispatchers.Main.immediate",Nav in UI,Decoupled nav,Using State / SharedFlow for navigation -> event is replayed and navigation fires again (StateFlow),High,https://developer.android.com/jetpack/compose/navigation
+17,Navigation,Typed routes,Use sealed routes,sealed class Route,String routes,Type-safe,Runtime crash,Medium,
+18,Performance,Stable parameters,Prefer immutable/stable params,@Immutable,Mutable params,Stable recomposition,Extra recomposition,High,https://developer.android.com/jetpack/compose/performance
+19,Performance,Use key in Lazy,Provide stable keys,key=id,No key,Stable list,Item jump,High,
+20,Performance,Avoid heavy work,No heavy computation in UI,Precompute in VM,Compute in UI,Smooth UI,Jank,High,
+21,Performance,Remember expensive objects,remember heavy objects,remember,Recreate each recomposition,Efficient,Wasteful,Medium,
+22,Theming,Design system,Centralized theme,Material3 tokens,Hardcoded values,Consistent UI,Inconsistent,High,https://developer.android.com/jetpack/compose/themes
+23,Theming,Dark mode support,Theme-based colors,colorScheme,Fixed color,Adaptive UI,Broken dark,Medium,
+24,Layout,Prefer Modifier over extra layouts,Use Modifier to adjust layout instead of adding wrapper composables,Use Modifier.padding(),Wrap content with extra Box,Padding via modifier,Box just for padding,High,https://developer.android.com/jetpack/compose/modifiers
+25,Layout,Avoid deep layout nesting,Deep layout trees increase measure & layout cost,Keep layout flat,Box ? Column ? Box ? Row,Flat hierarchy,Deep nested tree,High,
+26,Layout,Use Row/Column for linear layout,Linear layouts are simpler and more performant,Use Row / Column,Custom layout for simple cases,Row/Column usage,Over-engineered layout,High,
+27,Layout,Use Box only for overlapping content,Box should be used only when children overlap,Stack elements,Use Box as Column,Proper overlay,Misused Box,Medium,
+28,Layout,Prefer LazyColumn over Column scroll,Lazy layouts are virtualized and efficient,LazyColumn,Column.verticalScroll(),Lazy list,Scrollable Column,High,https://developer.android.com/jetpack/compose/lists
+29,Layout,Avoid nested scroll containers,Nested scrolling causes UX & performance issues,Single scroll container,Scroll inside scroll,One scroll per screen,Nested scroll,High,
+30,Layout,Avoid fillMaxSize by default,fillMaxSize may break parent constraints,Use exact size,Fill max everywhere,Constraint-aware size,Overfilled layout,Medium,
+31,Layout,Avoid intrinsic size unless necessary,Intrinsic measurement is expensive,Explicit sizing,IntrinsicSize.Min,Predictable layout,Expensive measure,High,https://developer.android.com/jetpack/compose/layout/intrinsics
+32,Layout,Use Arrangement and Alignment APIs,Declare layout intent explicitly,Use Arrangement / Alignment,Manual spacing hacks,Declarative spacing,Magic spacing,High,
+33,Layout,Extract reusable layout patterns,Repeated layouts should be shared,Create layout composable,Copy-paste layouts,Reusable scaffold,Duplicated layout,High,
+34,Theming,No hardcoded text style,Use typography,MaterialTheme.typography,Hardcode sp,Scalable,Inconsistent,Medium,
+35,Testing,Stateless UI testing,Composable easy to test,Pass state,Hidden state,Testable,Hard test,High,https://developer.android.com/jetpack/compose/testing
+36,Testing,Use testTag,Stable UI selectors,Modifier.testTag,Find by text,Stable tests,Flaky tests,Medium,
+37,Preview,Multiple previews,Preview multiple states,@Preview,Single preview,Better dev UX,Misleading,Low,https://developer.android.com/jetpack/compose/tooling/preview
+38,DI,Inject VM via Hilt,Use hiltViewModel,@HiltViewModel,Manual VM,Clean DI,Coupling,High,https://developer.android.com/training/dependency-injection/hilt-jetpack
+39,DI,No DI in UI,Inject in VM,Constructor inject,Inject composable,Proper scope,Wrong scope,High,
+40,Accessibility,Content description,Accessible UI,contentDescription,Ignore a11y,Inclusive,A11y fail,Medium,https://developer.android.com/jetpack/compose/accessibility
+41,Accessibility,Semantics,Use semantics API,Modifier.semantics,None,Testable a11y,Invisible,Medium,
+42,Animation,Compose animation APIs,Use animate*AsState,AnimatedVisibility,Manual anim,Smooth,Jank,Medium,https://developer.android.com/jetpack/compose/animation
+43,Animation,Avoid animation logic in VM,Animation is UI concern,Animate in UI,Animate in VM,Correct layering,Mixed concern,Low,
+44,Modularization,Feature-based UI modules,UI per feature,:feature:ui,God module,Scalable,Tight coupling,High,https://developer.android.com/topic/modularization
+45,Modularization,Public UI contracts,Expose minimal UI API,Interface/Route,Expose impl,Encapsulated,Leaky module,Medium,
+46,State,Snapshot state only,Use Compose state,mutableStateOf,Custom observable,Compose aware,Buggy UI,Medium,
+47,State,Avoid mutable collections,Immutable list/map,PersistentList,MutableList,Stable UI,Silent bug,High,
+48,Lifecycle,RememberCoroutineScope usage,Only for UI jobs,UI coroutine,Long jobs,Scoped job,Leak,Medium,https://developer.android.com/jetpack/compose/side-effects#remembercoroutinescope
+49,Interop,Interop View carefully,Use AndroidView,Isolated usage,Mix everywhere,Safe interop,Messy UI,Low,https://developer.android.com/jetpack/compose/interop
+50,Interop,Avoid legacy patterns,No LiveData in UI,StateFlow,LiveData,Modern stack,Legacy debt,Medium,
+51,Debug,Use layout inspector,Inspect recomposition,Tools,Blind debug,Fast debug,Guessing,Low,https://developer.android.com/studio/debug/layout-inspector
+52,Debug,Enable recomposition counts,Track recomposition,Debug flags,Ignore,Performance aware,Hidden jank,Low,

cli/assets/.shared/ui-ux-pro-max/scripts/core.py

@@ -83,7 +83,8 @@ STACK_CONFIG = {
     "swiftui": {"file": "stacks/swiftui.csv"},
     "react-native": {"file": "stacks/react-native.csv"},
     "flutter": {"file": "stacks/flutter.csv"},
-    "shadcn": {"file": "stacks/shadcn.csv"}
+    "shadcn": {"file": "stacks/shadcn.csv"},
+    "jetpack-compose": {"file": "stacks/jetpack-compose.csv"}
 }
 
 # Common columns for all stacks

cli/assets/.shared/ui-ux-pro-max/scripts/design_system.py

@@ -7,10 +7,16 @@ to generate comprehensive design system recommendations.
 Usage:
     from design_system import generate_design_system
     result = generate_design_system("SaaS dashboard", "My Project")
+    
+    # With persistence (Master + Overrides pattern)
+    result = generate_design_system("SaaS dashboard", "My Project", persist=True)
+    result = generate_design_system("SaaS dashboard", "My Project", persist=True, page="dashboard")
 """
 
 import csv
 import json
+import os
+from datetime import datetime
 from pathlib import Path
 from core import search, DATA_DIR
 
@@ -452,7 +458,8 @@ def format_markdown(design_system: dict) -> str:
 
 
 # ============ MAIN ENTRY POINT ============
-def generate_design_system(query: str, project_name: str = None, output_format: str = "ascii") -> str:
+def generate_design_system(query: str, project_name: str = None, output_format: str = "ascii", 
+                           persist: bool = False, page: str = None, output_dir: str = None) -> str:
     """
     Main entry point for design system generation.
 
@@ -460,6 +467,9 @@ def generate_design_system(query: str, project_name: str = None, output_format:
         query: Search query (e.g., "SaaS dashboard", "e-commerce luxury")
         project_name: Optional project name for output header
         output_format: "ascii" (default) or "markdown"
+        persist: If True, save design system to design-system/ folder
+        page: Optional page name for page-specific override file
+        output_dir: Optional output directory (defaults to current working directory)
 
     Returns:
         Formatted design system string
@@ -467,11 +477,580 @@ def generate_design_system(query: str, project_name: str = None, output_format:
     generator = DesignSystemGenerator()
     design_system = generator.generate(query, project_name)
     
+    # Persist to files if requested
+    if persist:
+        persist_design_system(design_system, page, output_dir, query)
+
     if output_format == "markdown":
         return format_markdown(design_system)
     return format_ascii_box(design_system)
 
 
+# ============ PERSISTENCE FUNCTIONS ============
+def persist_design_system(design_system: dict, page: str = None, output_dir: str = None, page_query: str = None) -> dict:
+    """
+    Persist design system to design-system/<project>/ folder using Master + Overrides pattern.
+    
+    Args:
+        design_system: The generated design system dictionary
+        page: Optional page name for page-specific override file
+        output_dir: Optional output directory (defaults to current working directory)
+        page_query: Optional query string for intelligent page override generation
+    
+    Returns:
+        dict with created file paths and status
+    """
+    base_dir = Path(output_dir) if output_dir else Path.cwd()
+    
+    # Use project name for project-specific folder
+    project_name = design_system.get("project_name", "default")
+    project_slug = project_name.lower().replace(' ', '-')
+    
+    design_system_dir = base_dir / "design-system" / project_slug
+    pages_dir = design_system_dir / "pages"
+    
+    created_files = []
+    
+    # Create directories
+    design_system_dir.mkdir(parents=True, exist_ok=True)
+    pages_dir.mkdir(parents=True, exist_ok=True)
+    
+    master_file = design_system_dir / "MASTER.md"
+    
+    # Generate and write MASTER.md
+    master_content = format_master_md(design_system)
+    with open(master_file, 'w', encoding='utf-8') as f:
+        f.write(master_content)
+    created_files.append(str(master_file))
+    
+    # If page is specified, create page override file with intelligent content
+    if page:
+        page_file = pages_dir / f"{page.lower().replace(' ', '-')}.md"
+        page_content = format_page_override_md(design_system, page, page_query)
+        with open(page_file, 'w', encoding='utf-8') as f:
+            f.write(page_content)
+        created_files.append(str(page_file))
+    
+    return {
+        "status": "success",
+        "design_system_dir": str(design_system_dir),
+        "created_files": created_files
+    }
+
+
+def format_master_md(design_system: dict) -> str:
+    """Format design system as MASTER.md with hierarchical override logic."""
+    project = design_system.get("project_name", "PROJECT")
+    pattern = design_system.get("pattern", {})
+    style = design_system.get("style", {})
+    colors = design_system.get("colors", {})
+    typography = design_system.get("typography", {})
+    effects = design_system.get("key_effects", "")
+    anti_patterns = design_system.get("anti_patterns", "")
+    
+    timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+    
+    lines = []
+    
+    # Logic header
+    lines.append("# Design System Master File")
+    lines.append("")
+    lines.append("> **LOGIC:** When building a specific page, first check `design-system/pages/[page-name].md`.")
+    lines.append("> If that file exists, its rules **override** this Master file.")
+    lines.append("> If not, strictly follow the rules below.")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    lines.append(f"**Project:** {project}")
+    lines.append(f"**Generated:** {timestamp}")
+    lines.append(f"**Category:** {design_system.get('category', 'General')}")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    
+    # Global Rules section
+    lines.append("## Global Rules")
+    lines.append("")
+    
+    # Color Palette
+    lines.append("### Color Palette")
+    lines.append("")
+    lines.append("| Role | Hex | CSS Variable |")
+    lines.append("|------|-----|--------------|")
+    lines.append(f"| Primary | `{colors.get('primary', '#2563EB')}` | `--color-primary` |")
+    lines.append(f"| Secondary | `{colors.get('secondary', '#3B82F6')}` | `--color-secondary` |")
+    lines.append(f"| CTA/Accent | `{colors.get('cta', '#F97316')}` | `--color-cta` |")
+    lines.append(f"| Background | `{colors.get('background', '#F8FAFC')}` | `--color-background` |")
+    lines.append(f"| Text | `{colors.get('text', '#1E293B')}` | `--color-text` |")
+    lines.append("")
+    if colors.get("notes"):
+        lines.append(f"**Color Notes:** {colors.get('notes', '')}")
+        lines.append("")
+    
+    # Typography
+    lines.append("### Typography")
+    lines.append("")
+    lines.append(f"- **Heading Font:** {typography.get('heading', 'Inter')}")
+    lines.append(f"- **Body Font:** {typography.get('body', 'Inter')}")
+    if typography.get("mood"):
+        lines.append(f"- **Mood:** {typography.get('mood', '')}")
+    if typography.get("google_fonts_url"):
+        lines.append(f"- **Google Fonts:** [{typography.get('heading', '')} + {typography.get('body', '')}]({typography.get('google_fonts_url', '')})")
+    lines.append("")
+    if typography.get("css_import"):
+        lines.append("**CSS Import:**")
+        lines.append("```css")
+        lines.append(typography.get("css_import", ""))
+        lines.append("```")
+        lines.append("")
+    
+    # Spacing Variables
+    lines.append("### Spacing Variables")
+    lines.append("")
+    lines.append("| Token | Value | Usage |")
+    lines.append("|-------|-------|-------|")
+    lines.append("| `--space-xs` | `4px` / `0.25rem` | Tight gaps |")
+    lines.append("| `--space-sm` | `8px` / `0.5rem` | Icon gaps, inline spacing |")
+    lines.append("| `--space-md` | `16px` / `1rem` | Standard padding |")
+    lines.append("| `--space-lg` | `24px` / `1.5rem` | Section padding |")
+    lines.append("| `--space-xl` | `32px` / `2rem` | Large gaps |")
+    lines.append("| `--space-2xl` | `48px` / `3rem` | Section margins |")
+    lines.append("| `--space-3xl` | `64px` / `4rem` | Hero padding |")
+    lines.append("")
+    
+    # Shadow Depths
+    lines.append("### Shadow Depths")
+    lines.append("")
+    lines.append("| Level | Value | Usage |")
+    lines.append("|-------|-------|-------|")
+    lines.append("| `--shadow-sm` | `0 1px 2px rgba(0,0,0,0.05)` | Subtle lift |")
+    lines.append("| `--shadow-md` | `0 4px 6px rgba(0,0,0,0.1)` | Cards, buttons |")
+    lines.append("| `--shadow-lg` | `0 10px 15px rgba(0,0,0,0.1)` | Modals, dropdowns |")
+    lines.append("| `--shadow-xl` | `0 20px 25px rgba(0,0,0,0.15)` | Hero images, featured cards |")
+    lines.append("")
+    
+    # Component Specs section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Component Specs")
+    lines.append("")
+    
+    # Buttons
+    lines.append("### Buttons")
+    lines.append("")
+    lines.append("```css")
+    lines.append("/* Primary Button */")
+    lines.append(".btn-primary {")
+    lines.append(f"  background: {colors.get('cta', '#F97316')};")
+    lines.append("  color: white;")
+    lines.append("  padding: 12px 24px;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-weight: 600;")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".btn-primary:hover {")
+    lines.append("  opacity: 0.9;")
+    lines.append("  transform: translateY(-1px);")
+    lines.append("}")
+    lines.append("")
+    lines.append("/* Secondary Button */")
+    lines.append(".btn-secondary {")
+    lines.append(f"  background: transparent;")
+    lines.append(f"  color: {colors.get('primary', '#2563EB')};")
+    lines.append(f"  border: 2px solid {colors.get('primary', '#2563EB')};")
+    lines.append("  padding: 12px 24px;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-weight: 600;")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Cards
+    lines.append("### Cards")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".card {")
+    lines.append(f"  background: {colors.get('background', '#FFFFFF')};")
+    lines.append("  border-radius: 12px;")
+    lines.append("  padding: 24px;")
+    lines.append("  box-shadow: var(--shadow-md);")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".card:hover {")
+    lines.append("  box-shadow: var(--shadow-lg);")
+    lines.append("  transform: translateY(-2px);")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Inputs
+    lines.append("### Inputs")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".input {")
+    lines.append("  padding: 12px 16px;")
+    lines.append("  border: 1px solid #E2E8F0;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-size: 16px;")
+    lines.append("  transition: border-color 200ms ease;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".input:focus {")
+    lines.append(f"  border-color: {colors.get('primary', '#2563EB')};")
+    lines.append("  outline: none;")
+    lines.append(f"  box-shadow: 0 0 0 3px {colors.get('primary', '#2563EB')}20;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Modals
+    lines.append("### Modals")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".modal-overlay {")
+    lines.append("  background: rgba(0, 0, 0, 0.5);")
+    lines.append("  backdrop-filter: blur(4px);")
+    lines.append("}")
+    lines.append("")
+    lines.append(".modal {")
+    lines.append("  background: white;")
+    lines.append("  border-radius: 16px;")
+    lines.append("  padding: 32px;")
+    lines.append("  box-shadow: var(--shadow-xl);")
+    lines.append("  max-width: 500px;")
+    lines.append("  width: 90%;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Style section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Style Guidelines")
+    lines.append("")
+    lines.append(f"**Style:** {style.get('name', 'Minimalism')}")
+    lines.append("")
+    if style.get("keywords"):
+        lines.append(f"**Keywords:** {style.get('keywords', '')}")
+        lines.append("")
+    if style.get("best_for"):
+        lines.append(f"**Best For:** {style.get('best_for', '')}")
+        lines.append("")
+    if effects:
+        lines.append(f"**Key Effects:** {effects}")
+        lines.append("")
+    
+    # Layout Pattern
+    lines.append("### Page Pattern")
+    lines.append("")
+    lines.append(f"**Pattern Name:** {pattern.get('name', '')}")
+    lines.append("")
+    if pattern.get('conversion'):
+        lines.append(f"- **Conversion Strategy:** {pattern.get('conversion', '')}")
+    if pattern.get('cta_placement'):
+        lines.append(f"- **CTA Placement:** {pattern.get('cta_placement', '')}")
+    lines.append(f"- **Section Order:** {pattern.get('sections', '')}")
+    lines.append("")
+    
+    # Anti-Patterns section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Anti-Patterns (Do NOT Use)")
+    lines.append("")
+    if anti_patterns:
+        anti_list = [a.strip() for a in anti_patterns.split("+")]
+        for anti in anti_list:
+            if anti:
+                lines.append(f"- ❌ {anti}")
+    lines.append("")
+    lines.append("### Additional Forbidden Patterns")
+    lines.append("")
+    lines.append("- ❌ **Emojis as icons** — Use SVG icons (Heroicons, Lucide, Simple Icons)")
+    lines.append("- ❌ **Missing cursor:pointer** — All clickable elements must have cursor:pointer")
+    lines.append("- ❌ **Layout-shifting hovers** — Avoid scale transforms that shift layout")
+    lines.append("- ❌ **Low contrast text** — Maintain 4.5:1 minimum contrast ratio")
+    lines.append("- ❌ **Instant state changes** — Always use transitions (150-300ms)")
+    lines.append("- ❌ **Invisible focus states** — Focus states must be visible for a11y")
+    lines.append("")
+    
+    # Pre-Delivery Checklist
+    lines.append("---")
+    lines.append("")
+    lines.append("## Pre-Delivery Checklist")
+    lines.append("")
+    lines.append("Before delivering any UI code, verify:")
+    lines.append("")
+    lines.append("- [ ] No emojis used as icons (use SVG instead)")
+    lines.append("- [ ] All icons from consistent icon set (Heroicons/Lucide)")
+    lines.append("- [ ] `cursor-pointer` on all clickable elements")
+    lines.append("- [ ] Hover states with smooth transitions (150-300ms)")
+    lines.append("- [ ] Light mode: text contrast 4.5:1 minimum")
+    lines.append("- [ ] Focus states visible for keyboard navigation")
+    lines.append("- [ ] `prefers-reduced-motion` respected")
+    lines.append("- [ ] Responsive: 375px, 768px, 1024px, 1440px")
+    lines.append("- [ ] No content hidden behind fixed navbars")
+    lines.append("- [ ] No horizontal scroll on mobile")
+    lines.append("")
+    
+    return "\n".join(lines)
+
+
+def format_page_override_md(design_system: dict, page_name: str, page_query: str = None) -> str:
+    """Format a page-specific override file with intelligent AI-generated content."""
+    project = design_system.get("project_name", "PROJECT")
+    timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+    page_title = page_name.replace("-", " ").replace("_", " ").title()
+    
+    # Detect page type and generate intelligent overrides
+    page_overrides = _generate_intelligent_overrides(page_name, page_query, design_system)
+    
+    lines = []
+    
+    lines.append(f"# {page_title} Page Overrides")
+    lines.append("")
+    lines.append(f"> **PROJECT:** {project}")
+    lines.append(f"> **Generated:** {timestamp}")
+    lines.append(f"> **Page Type:** {page_overrides.get('page_type', 'General')}")
+    lines.append("")
+    lines.append("> ⚠️ **IMPORTANT:** Rules in this file **override** the Master file (`design-system/MASTER.md`).")
+    lines.append("> Only deviations from the Master are documented here. For all other rules, refer to the Master.")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    
+    # Page-specific rules with actual content
+    lines.append("## Page-Specific Rules")
+    lines.append("")
+    
+    # Layout Overrides
+    lines.append("### Layout Overrides")
+    lines.append("")
+    layout = page_overrides.get("layout", {})
+    if layout:
+        for key, value in layout.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master layout")
+    lines.append("")
+    
+    # Spacing Overrides
+    lines.append("### Spacing Overrides")
+    lines.append("")
+    spacing = page_overrides.get("spacing", {})
+    if spacing:
+        for key, value in spacing.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master spacing")
+    lines.append("")
+    
+    # Typography Overrides
+    lines.append("### Typography Overrides")
+    lines.append("")
+    typography = page_overrides.get("typography", {})
+    if typography:
+        for key, value in typography.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master typography")
+    lines.append("")
+    
+    # Color Overrides
+    lines.append("### Color Overrides")
+    lines.append("")
+    colors = page_overrides.get("colors", {})
+    if colors:
+        for key, value in colors.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master colors")
+    lines.append("")
+    
+    # Component Overrides
+    lines.append("### Component Overrides")
+    lines.append("")
+    components = page_overrides.get("components", [])
+    if components:
+        for comp in components:
+            lines.append(f"- {comp}")
+    else:
+        lines.append("- No overrides — use Master component specs")
+    lines.append("")
+    
+    # Page-Specific Components
+    lines.append("---")
+    lines.append("")
+    lines.append("## Page-Specific Components")
+    lines.append("")
+    unique_components = page_overrides.get("unique_components", [])
+    if unique_components:
+        for comp in unique_components:
+            lines.append(f"- {comp}")
+    else:
+        lines.append("- No unique components for this page")
+    lines.append("")
+    
+    # Recommendations
+    lines.append("---")
+    lines.append("")
+    lines.append("## Recommendations")
+    lines.append("")
+    recommendations = page_overrides.get("recommendations", [])
+    if recommendations:
+        for rec in recommendations:
+            lines.append(f"- {rec}")
+    lines.append("")
+    
+    return "\n".join(lines)
+
+
+def _generate_intelligent_overrides(page_name: str, page_query: str, design_system: dict) -> dict:
+    """
+    Generate intelligent overrides based on page type using layered search.
+    
+    Uses the existing search infrastructure to find relevant style, UX, and layout
+    data instead of hardcoded page types.
+    """
+    from core import search
+    
+    page_lower = page_name.lower()
+    query_lower = (page_query or "").lower()
+    combined_context = f"{page_lower} {query_lower}"
+    
+    # Search across multiple domains for page-specific guidance
+    style_search = search(combined_context, "style", max_results=1)
+    ux_search = search(combined_context, "ux", max_results=3)
+    landing_search = search(combined_context, "landing", max_results=1)
+    
+    # Extract results from search response
+    style_results = style_search.get("results", [])
+    ux_results = ux_search.get("results", [])
+    landing_results = landing_search.get("results", [])
+    
+    # Detect page type from search results or context
+    page_type = _detect_page_type(combined_context, style_results)
+    
+    # Build overrides from search results
+    layout = {}
+    spacing = {}
+    typography = {}
+    colors = {}
+    components = []
+    unique_components = []
+    recommendations = []
+    
+    # Extract style-based overrides
+    if style_results:
+        style = style_results[0]
+        style_name = style.get("Style Category", "")
+        keywords = style.get("Keywords", "")
+        best_for = style.get("Best For", "")
+        effects = style.get("Effects & Animation", "")
+        
+        # Infer layout from style keywords
+        if any(kw in keywords.lower() for kw in ["data", "dense", "dashboard", "grid"]):
+            layout["Max Width"] = "1400px or full-width"
+            layout["Grid"] = "12-column grid for data flexibility"
+            spacing["Content Density"] = "High — optimize for information display"
+        elif any(kw in keywords.lower() for kw in ["minimal", "simple", "clean", "single"]):
+            layout["Max Width"] = "800px (narrow, focused)"
+            layout["Layout"] = "Single column, centered"
+            spacing["Content Density"] = "Low — focus on clarity"
+        else:
+            layout["Max Width"] = "1200px (standard)"
+            layout["Layout"] = "Full-width sections, centered content"
+        
+        if effects:
+            recommendations.append(f"Effects: {effects}")
+    
+    # Extract UX guidelines as recommendations
+    for ux in ux_results:
+        category = ux.get("Category", "")
+        do_text = ux.get("Do", "")
+        dont_text = ux.get("Don't", "")
+        if do_text:
+            recommendations.append(f"{category}: {do_text}")
+        if dont_text:
+            components.append(f"Avoid: {dont_text}")
+    
+    # Extract landing pattern info for section structure
+    if landing_results:
+        landing = landing_results[0]
+        sections = landing.get("Section Order", "")
+        cta_placement = landing.get("Primary CTA Placement", "")
+        color_strategy = landing.get("Color Strategy", "")
+        
+        if sections:
+            layout["Sections"] = sections
+        if cta_placement:
+            recommendations.append(f"CTA Placement: {cta_placement}")
+        if color_strategy:
+            colors["Strategy"] = color_strategy
+    
+    # Add page-type specific defaults if no search results
+    if not layout:
+        layout["Max Width"] = "1200px"
+        layout["Layout"] = "Responsive grid"
+    
+    if not recommendations:
+        recommendations = [
+            "Refer to MASTER.md for all design rules",
+            "Add specific overrides as needed for this page"
+        ]
+    
+    return {
+        "page_type": page_type,
+        "layout": layout,
+        "spacing": spacing,
+        "typography": typography,
+        "colors": colors,
+        "components": components,
+        "unique_components": unique_components,
+        "recommendations": recommendations
+    }
+
+
+def _detect_page_type(context: str, style_results: list) -> str:
+    """Detect page type from context and search results."""
+    context_lower = context.lower()
+    
+    # Check for common page type patterns
+    page_patterns = [
+        (["dashboard", "admin", "analytics", "data", "metrics", "stats", "monitor", "overview"], "Dashboard / Data View"),
+        (["checkout", "payment", "cart", "purchase", "order", "billing"], "Checkout / Payment"),
+        (["settings", "profile", "account", "preferences", "config"], "Settings / Profile"),
+        (["landing", "marketing", "homepage", "hero", "home", "promo"], "Landing / Marketing"),
+        (["login", "signin", "signup", "register", "auth", "password"], "Authentication"),
+        (["pricing", "plans", "subscription", "tiers", "packages"], "Pricing / Plans"),
+        (["blog", "article", "post", "news", "content", "story"], "Blog / Article"),
+        (["product", "item", "detail", "pdp", "shop", "store"], "Product Detail"),
+        (["search", "results", "browse", "filter", "catalog", "list"], "Search Results"),
+        (["empty", "404", "error", "not found", "zero"], "Empty State"),
+    ]
+    
+    for keywords, page_type in page_patterns:
+        if any(kw in context_lower for kw in keywords):
+            return page_type
+    
+    # Fallback: try to infer from style results
+    if style_results:
+        style_name = style_results[0].get("Style Category", "").lower()
+        best_for = style_results[0].get("Best For", "").lower()
+        
+        if "dashboard" in best_for or "data" in best_for:
+            return "Dashboard / Data View"
+        elif "landing" in best_for or "marketing" in best_for:
+            return "Landing / Marketing"
+    
+    return "General"
+
+
 # ============ CLI SUPPORT ============
 if __name__ == "__main__":
     import argparse

cli/assets/.shared/ui-ux-pro-max/scripts/search.py

@@ -4,14 +4,19 @@
 UI/UX Pro Max Search - BM25 search engine for UI/UX style guides
 Usage: python search.py "<query>" [--domain <domain>] [--stack <stack>] [--max-results 3]
        python search.py "<query>" --design-system [-p "Project Name"]
+       python search.py "<query>" --design-system --persist [-p "Project Name"] [--page "dashboard"]
 
 Domains: style, prompt, color, chart, landing, product, ux, typography
 Stacks: html-tailwind, react, nextjs
+
+Persistence (Master + Overrides pattern):
+  --persist    Save design system to design-system/MASTER.md
+  --page       Also create a page-specific override file in design-system/pages/
 """
 
 import argparse
 from core import CSV_CONFIG, AVAILABLE_STACKS, MAX_RESULTS, search, search_stack
-from design_system import generate_design_system
+from design_system import generate_design_system, persist_design_system
 
 
 def format_output(result):
@@ -51,13 +56,38 @@ if __name__ == "__main__":
     parser.add_argument("--design-system", "-ds", action="store_true", help="Generate complete design system recommendation")
     parser.add_argument("--project-name", "-p", type=str, default=None, help="Project name for design system output")
     parser.add_argument("--format", "-f", choices=["ascii", "markdown"], default="ascii", help="Output format for design system")
+    # Persistence (Master + Overrides pattern)
+    parser.add_argument("--persist", action="store_true", help="Save design system to design-system/MASTER.md (creates hierarchical structure)")
+    parser.add_argument("--page", type=str, default=None, help="Create page-specific override file in design-system/pages/")
+    parser.add_argument("--output-dir", "-o", type=str, default=None, help="Output directory for persisted files (default: current directory)")
 
     args = parser.parse_args()
 
     # Design system takes priority
     if args.design_system:
-        result = generate_design_system(args.query, args.project_name, args.format)
+        result = generate_design_system(
+            args.query, 
+            args.project_name, 
+            args.format,
+            persist=args.persist,
+            page=args.page,
+            output_dir=args.output_dir
+        )
         print(result)
+        
+        # Print persistence confirmation
+        if args.persist:
+            project_slug = args.project_name.lower().replace(' ', '-') if args.project_name else "default"
+            print("\n" + "=" * 60)
+            print(f"✅ Design system persisted to design-system/{project_slug}/")
+            print(f"   📄 design-system/{project_slug}/MASTER.md (Global Source of Truth)")
+            if args.page:
+                page_filename = args.page.lower().replace(' ', '-')
+                print(f"   📄 design-system/{project_slug}/pages/{page_filename}.md (Page Overrides)")
+            print("")
+            print(f"📖 Usage: When building a page, check design-system/{project_slug}/pages/[page].md first.")
+            print(f"   If exists, its rules override MASTER.md. Otherwise, use MASTER.md.")
+            print("=" * 60)
     # Stack search
     elif args.stack:
         result = search_stack(args.query, args.stack, args.max_results)

cli/assets/.trae/skills/ui-ux-pro-max/scripts/design_system.py

@@ -7,10 +7,16 @@ to generate comprehensive design system recommendations.
 Usage:
     from design_system import generate_design_system
     result = generate_design_system("SaaS dashboard", "My Project")
+    
+    # With persistence (Master + Overrides pattern)
+    result = generate_design_system("SaaS dashboard", "My Project", persist=True)
+    result = generate_design_system("SaaS dashboard", "My Project", persist=True, page="dashboard")
 """
 
 import csv
 import json
+import os
+from datetime import datetime
 from pathlib import Path
 from core import search, DATA_DIR
 
@@ -338,6 +344,21 @@ def format_ascii_box(design_system: dict) -> str:
             lines.append(line.ljust(BOX_WIDTH) + "|")
         lines.append("|" + " " * BOX_WIDTH + "|")
 
+    # Pre-Delivery Checklist section
+    lines.append("|  PRE-DELIVERY CHECKLIST:".ljust(BOX_WIDTH) + "|")
+    checklist_items = [
+        "[ ] No emojis as icons (use SVG: Heroicons/Lucide)",
+        "[ ] cursor-pointer on all clickable elements",
+        "[ ] Hover states with smooth transitions (150-300ms)",
+        "[ ] Light mode: text contrast 4.5:1 minimum",
+        "[ ] Focus states visible for keyboard nav",
+        "[ ] prefers-reduced-motion respected",
+        "[ ] Responsive: 375px, 768px, 1024px, 1440px"
+    ]
+    for item in checklist_items:
+        lines.append(f"|     {item}".ljust(BOX_WIDTH) + "|")
+    lines.append("|" + " " * BOX_WIDTH + "|")
+
     lines.append("+" + "-" * w + "+")
 
     return "\n".join(lines)
@@ -422,11 +443,23 @@ def format_markdown(design_system: dict) -> str:
         lines.append(f"- {anti_patterns.replace(' + ', '\n- ')}")
         lines.append("")
 
+    # Pre-Delivery Checklist section
+    lines.append("### Pre-Delivery Checklist")
+    lines.append("- [ ] No emojis as icons (use SVG: Heroicons/Lucide)")
+    lines.append("- [ ] cursor-pointer on all clickable elements")
+    lines.append("- [ ] Hover states with smooth transitions (150-300ms)")
+    lines.append("- [ ] Light mode: text contrast 4.5:1 minimum")
+    lines.append("- [ ] Focus states visible for keyboard nav")
+    lines.append("- [ ] prefers-reduced-motion respected")
+    lines.append("- [ ] Responsive: 375px, 768px, 1024px, 1440px")
+    lines.append("")
+
     return "\n".join(lines)
 
 
 # ============ MAIN ENTRY POINT ============
-def generate_design_system(query: str, project_name: str = None, output_format: str = "ascii") -> str:
+def generate_design_system(query: str, project_name: str = None, output_format: str = "ascii", 
+                           persist: bool = False, page: str = None, output_dir: str = None) -> str:
     """
     Main entry point for design system generation.
 
@@ -434,6 +467,9 @@ def generate_design_system(query: str, project_name: str = None, output_format:
         query: Search query (e.g., "SaaS dashboard", "e-commerce luxury")
         project_name: Optional project name for output header
         output_format: "ascii" (default) or "markdown"
+        persist: If True, save design system to design-system/ folder
+        page: Optional page name for page-specific override file
+        output_dir: Optional output directory (defaults to current working directory)
 
     Returns:
         Formatted design system string
@@ -441,11 +477,580 @@ def generate_design_system(query: str, project_name: str = None, output_format:
     generator = DesignSystemGenerator()
     design_system = generator.generate(query, project_name)
     
+    # Persist to files if requested
+    if persist:
+        persist_design_system(design_system, page, output_dir, query)
+
     if output_format == "markdown":
         return format_markdown(design_system)
     return format_ascii_box(design_system)
 
 
+# ============ PERSISTENCE FUNCTIONS ============
+def persist_design_system(design_system: dict, page: str = None, output_dir: str = None, page_query: str = None) -> dict:
+    """
+    Persist design system to design-system/<project>/ folder using Master + Overrides pattern.
+    
+    Args:
+        design_system: The generated design system dictionary
+        page: Optional page name for page-specific override file
+        output_dir: Optional output directory (defaults to current working directory)
+        page_query: Optional query string for intelligent page override generation
+    
+    Returns:
+        dict with created file paths and status
+    """
+    base_dir = Path(output_dir) if output_dir else Path.cwd()
+    
+    # Use project name for project-specific folder
+    project_name = design_system.get("project_name", "default")
+    project_slug = project_name.lower().replace(' ', '-')
+    
+    design_system_dir = base_dir / "design-system" / project_slug
+    pages_dir = design_system_dir / "pages"
+    
+    created_files = []
+    
+    # Create directories
+    design_system_dir.mkdir(parents=True, exist_ok=True)
+    pages_dir.mkdir(parents=True, exist_ok=True)
+    
+    master_file = design_system_dir / "MASTER.md"
+    
+    # Generate and write MASTER.md
+    master_content = format_master_md(design_system)
+    with open(master_file, 'w', encoding='utf-8') as f:
+        f.write(master_content)
+    created_files.append(str(master_file))
+    
+    # If page is specified, create page override file with intelligent content
+    if page:
+        page_file = pages_dir / f"{page.lower().replace(' ', '-')}.md"
+        page_content = format_page_override_md(design_system, page, page_query)
+        with open(page_file, 'w', encoding='utf-8') as f:
+            f.write(page_content)
+        created_files.append(str(page_file))
+    
+    return {
+        "status": "success",
+        "design_system_dir": str(design_system_dir),
+        "created_files": created_files
+    }
+
+
+def format_master_md(design_system: dict) -> str:
+    """Format design system as MASTER.md with hierarchical override logic."""
+    project = design_system.get("project_name", "PROJECT")
+    pattern = design_system.get("pattern", {})
+    style = design_system.get("style", {})
+    colors = design_system.get("colors", {})
+    typography = design_system.get("typography", {})
+    effects = design_system.get("key_effects", "")
+    anti_patterns = design_system.get("anti_patterns", "")
+    
+    timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+    
+    lines = []
+    
+    # Logic header
+    lines.append("# Design System Master File")
+    lines.append("")
+    lines.append("> **LOGIC:** When building a specific page, first check `design-system/pages/[page-name].md`.")
+    lines.append("> If that file exists, its rules **override** this Master file.")
+    lines.append("> If not, strictly follow the rules below.")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    lines.append(f"**Project:** {project}")
+    lines.append(f"**Generated:** {timestamp}")
+    lines.append(f"**Category:** {design_system.get('category', 'General')}")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    
+    # Global Rules section
+    lines.append("## Global Rules")
+    lines.append("")
+    
+    # Color Palette
+    lines.append("### Color Palette")
+    lines.append("")
+    lines.append("| Role | Hex | CSS Variable |")
+    lines.append("|------|-----|--------------|")
+    lines.append(f"| Primary | `{colors.get('primary', '#2563EB')}` | `--color-primary` |")
+    lines.append(f"| Secondary | `{colors.get('secondary', '#3B82F6')}` | `--color-secondary` |")
+    lines.append(f"| CTA/Accent | `{colors.get('cta', '#F97316')}` | `--color-cta` |")
+    lines.append(f"| Background | `{colors.get('background', '#F8FAFC')}` | `--color-background` |")
+    lines.append(f"| Text | `{colors.get('text', '#1E293B')}` | `--color-text` |")
+    lines.append("")
+    if colors.get("notes"):
+        lines.append(f"**Color Notes:** {colors.get('notes', '')}")
+        lines.append("")
+    
+    # Typography
+    lines.append("### Typography")
+    lines.append("")
+    lines.append(f"- **Heading Font:** {typography.get('heading', 'Inter')}")
+    lines.append(f"- **Body Font:** {typography.get('body', 'Inter')}")
+    if typography.get("mood"):
+        lines.append(f"- **Mood:** {typography.get('mood', '')}")
+    if typography.get("google_fonts_url"):
+        lines.append(f"- **Google Fonts:** [{typography.get('heading', '')} + {typography.get('body', '')}]({typography.get('google_fonts_url', '')})")
+    lines.append("")
+    if typography.get("css_import"):
+        lines.append("**CSS Import:**")
+        lines.append("```css")
+        lines.append(typography.get("css_import", ""))
+        lines.append("```")
+        lines.append("")
+    
+    # Spacing Variables
+    lines.append("### Spacing Variables")
+    lines.append("")
+    lines.append("| Token | Value | Usage |")
+    lines.append("|-------|-------|-------|")
+    lines.append("| `--space-xs` | `4px` / `0.25rem` | Tight gaps |")
+    lines.append("| `--space-sm` | `8px` / `0.5rem` | Icon gaps, inline spacing |")
+    lines.append("| `--space-md` | `16px` / `1rem` | Standard padding |")
+    lines.append("| `--space-lg` | `24px` / `1.5rem` | Section padding |")
+    lines.append("| `--space-xl` | `32px` / `2rem` | Large gaps |")
+    lines.append("| `--space-2xl` | `48px` / `3rem` | Section margins |")
+    lines.append("| `--space-3xl` | `64px` / `4rem` | Hero padding |")
+    lines.append("")
+    
+    # Shadow Depths
+    lines.append("### Shadow Depths")
+    lines.append("")
+    lines.append("| Level | Value | Usage |")
+    lines.append("|-------|-------|-------|")
+    lines.append("| `--shadow-sm` | `0 1px 2px rgba(0,0,0,0.05)` | Subtle lift |")
+    lines.append("| `--shadow-md` | `0 4px 6px rgba(0,0,0,0.1)` | Cards, buttons |")
+    lines.append("| `--shadow-lg` | `0 10px 15px rgba(0,0,0,0.1)` | Modals, dropdowns |")
+    lines.append("| `--shadow-xl` | `0 20px 25px rgba(0,0,0,0.15)` | Hero images, featured cards |")
+    lines.append("")
+    
+    # Component Specs section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Component Specs")
+    lines.append("")
+    
+    # Buttons
+    lines.append("### Buttons")
+    lines.append("")
+    lines.append("```css")
+    lines.append("/* Primary Button */")
+    lines.append(".btn-primary {")
+    lines.append(f"  background: {colors.get('cta', '#F97316')};")
+    lines.append("  color: white;")
+    lines.append("  padding: 12px 24px;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-weight: 600;")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".btn-primary:hover {")
+    lines.append("  opacity: 0.9;")
+    lines.append("  transform: translateY(-1px);")
+    lines.append("}")
+    lines.append("")
+    lines.append("/* Secondary Button */")
+    lines.append(".btn-secondary {")
+    lines.append(f"  background: transparent;")
+    lines.append(f"  color: {colors.get('primary', '#2563EB')};")
+    lines.append(f"  border: 2px solid {colors.get('primary', '#2563EB')};")
+    lines.append("  padding: 12px 24px;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-weight: 600;")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Cards
+    lines.append("### Cards")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".card {")
+    lines.append(f"  background: {colors.get('background', '#FFFFFF')};")
+    lines.append("  border-radius: 12px;")
+    lines.append("  padding: 24px;")
+    lines.append("  box-shadow: var(--shadow-md);")
+    lines.append("  transition: all 200ms ease;")
+    lines.append("  cursor: pointer;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".card:hover {")
+    lines.append("  box-shadow: var(--shadow-lg);")
+    lines.append("  transform: translateY(-2px);")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Inputs
+    lines.append("### Inputs")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".input {")
+    lines.append("  padding: 12px 16px;")
+    lines.append("  border: 1px solid #E2E8F0;")
+    lines.append("  border-radius: 8px;")
+    lines.append("  font-size: 16px;")
+    lines.append("  transition: border-color 200ms ease;")
+    lines.append("}")
+    lines.append("")
+    lines.append(".input:focus {")
+    lines.append(f"  border-color: {colors.get('primary', '#2563EB')};")
+    lines.append("  outline: none;")
+    lines.append(f"  box-shadow: 0 0 0 3px {colors.get('primary', '#2563EB')}20;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Modals
+    lines.append("### Modals")
+    lines.append("")
+    lines.append("```css")
+    lines.append(".modal-overlay {")
+    lines.append("  background: rgba(0, 0, 0, 0.5);")
+    lines.append("  backdrop-filter: blur(4px);")
+    lines.append("}")
+    lines.append("")
+    lines.append(".modal {")
+    lines.append("  background: white;")
+    lines.append("  border-radius: 16px;")
+    lines.append("  padding: 32px;")
+    lines.append("  box-shadow: var(--shadow-xl);")
+    lines.append("  max-width: 500px;")
+    lines.append("  width: 90%;")
+    lines.append("}")
+    lines.append("```")
+    lines.append("")
+    
+    # Style section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Style Guidelines")
+    lines.append("")
+    lines.append(f"**Style:** {style.get('name', 'Minimalism')}")
+    lines.append("")
+    if style.get("keywords"):
+        lines.append(f"**Keywords:** {style.get('keywords', '')}")
+        lines.append("")
+    if style.get("best_for"):
+        lines.append(f"**Best For:** {style.get('best_for', '')}")
+        lines.append("")
+    if effects:
+        lines.append(f"**Key Effects:** {effects}")
+        lines.append("")
+    
+    # Layout Pattern
+    lines.append("### Page Pattern")
+    lines.append("")
+    lines.append(f"**Pattern Name:** {pattern.get('name', '')}")
+    lines.append("")
+    if pattern.get('conversion'):
+        lines.append(f"- **Conversion Strategy:** {pattern.get('conversion', '')}")
+    if pattern.get('cta_placement'):
+        lines.append(f"- **CTA Placement:** {pattern.get('cta_placement', '')}")
+    lines.append(f"- **Section Order:** {pattern.get('sections', '')}")
+    lines.append("")
+    
+    # Anti-Patterns section
+    lines.append("---")
+    lines.append("")
+    lines.append("## Anti-Patterns (Do NOT Use)")
+    lines.append("")
+    if anti_patterns:
+        anti_list = [a.strip() for a in anti_patterns.split("+")]
+        for anti in anti_list:
+            if anti:
+                lines.append(f"- ❌ {anti}")
+    lines.append("")
+    lines.append("### Additional Forbidden Patterns")
+    lines.append("")
+    lines.append("- ❌ **Emojis as icons** — Use SVG icons (Heroicons, Lucide, Simple Icons)")
+    lines.append("- ❌ **Missing cursor:pointer** — All clickable elements must have cursor:pointer")
+    lines.append("- ❌ **Layout-shifting hovers** — Avoid scale transforms that shift layout")
+    lines.append("- ❌ **Low contrast text** — Maintain 4.5:1 minimum contrast ratio")
+    lines.append("- ❌ **Instant state changes** — Always use transitions (150-300ms)")
+    lines.append("- ❌ **Invisible focus states** — Focus states must be visible for a11y")
+    lines.append("")
+    
+    # Pre-Delivery Checklist
+    lines.append("---")
+    lines.append("")
+    lines.append("## Pre-Delivery Checklist")
+    lines.append("")
+    lines.append("Before delivering any UI code, verify:")
+    lines.append("")
+    lines.append("- [ ] No emojis used as icons (use SVG instead)")
+    lines.append("- [ ] All icons from consistent icon set (Heroicons/Lucide)")
+    lines.append("- [ ] `cursor-pointer` on all clickable elements")
+    lines.append("- [ ] Hover states with smooth transitions (150-300ms)")
+    lines.append("- [ ] Light mode: text contrast 4.5:1 minimum")
+    lines.append("- [ ] Focus states visible for keyboard navigation")
+    lines.append("- [ ] `prefers-reduced-motion` respected")
+    lines.append("- [ ] Responsive: 375px, 768px, 1024px, 1440px")
+    lines.append("- [ ] No content hidden behind fixed navbars")
+    lines.append("- [ ] No horizontal scroll on mobile")
+    lines.append("")
+    
+    return "\n".join(lines)
+
+
+def format_page_override_md(design_system: dict, page_name: str, page_query: str = None) -> str:
+    """Format a page-specific override file with intelligent AI-generated content."""
+    project = design_system.get("project_name", "PROJECT")
+    timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+    page_title = page_name.replace("-", " ").replace("_", " ").title()
+    
+    # Detect page type and generate intelligent overrides
+    page_overrides = _generate_intelligent_overrides(page_name, page_query, design_system)
+    
+    lines = []
+    
+    lines.append(f"# {page_title} Page Overrides")
+    lines.append("")
+    lines.append(f"> **PROJECT:** {project}")
+    lines.append(f"> **Generated:** {timestamp}")
+    lines.append(f"> **Page Type:** {page_overrides.get('page_type', 'General')}")
+    lines.append("")
+    lines.append("> ⚠️ **IMPORTANT:** Rules in this file **override** the Master file (`design-system/MASTER.md`).")
+    lines.append("> Only deviations from the Master are documented here. For all other rules, refer to the Master.")
+    lines.append("")
+    lines.append("---")
+    lines.append("")
+    
+    # Page-specific rules with actual content
+    lines.append("## Page-Specific Rules")
+    lines.append("")
+    
+    # Layout Overrides
+    lines.append("### Layout Overrides")
+    lines.append("")
+    layout = page_overrides.get("layout", {})
+    if layout:
+        for key, value in layout.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master layout")
+    lines.append("")
+    
+    # Spacing Overrides
+    lines.append("### Spacing Overrides")
+    lines.append("")
+    spacing = page_overrides.get("spacing", {})
+    if spacing:
+        for key, value in spacing.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master spacing")
+    lines.append("")
+    
+    # Typography Overrides
+    lines.append("### Typography Overrides")
+    lines.append("")
+    typography = page_overrides.get("typography", {})
+    if typography:
+        for key, value in typography.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master typography")
+    lines.append("")
+    
+    # Color Overrides
+    lines.append("### Color Overrides")
+    lines.append("")
+    colors = page_overrides.get("colors", {})
+    if colors:
+        for key, value in colors.items():
+            lines.append(f"- **{key}:** {value}")
+    else:
+        lines.append("- No overrides — use Master colors")
+    lines.append("")
+    
+    # Component Overrides
+    lines.append("### Component Overrides")
+    lines.append("")
+    components = page_overrides.get("components", [])
+    if components:
+        for comp in components:
+            lines.append(f"- {comp}")
+    else:
+        lines.append("- No overrides — use Master component specs")
+    lines.append("")
+    
+    # Page-Specific Components
+    lines.append("---")
+    lines.append("")
+    lines.append("## Page-Specific Components")
+    lines.append("")
+    unique_components = page_overrides.get("unique_components", [])
+    if unique_components:
+        for comp in unique_components:
+            lines.append(f"- {comp}")
+    else:
+        lines.append("- No unique components for this page")
+    lines.append("")
+    
+    # Recommendations
+    lines.append("---")
+    lines.append("")
+    lines.append("## Recommendations")
+    lines.append("")
+    recommendations = page_overrides.get("recommendations", [])
+    if recommendations:
+        for rec in recommendations:
+            lines.append(f"- {rec}")
+    lines.append("")
+    
+    return "\n".join(lines)
+
+
+def _generate_intelligent_overrides(page_name: str, page_query: str, design_system: dict) -> dict:
+    """
+    Generate intelligent overrides based on page type using layered search.
+    
+    Uses the existing search infrastructure to find relevant style, UX, and layout
+    data instead of hardcoded page types.
+    """
+    from core import search
+    
+    page_lower = page_name.lower()
+    query_lower = (page_query or "").lower()
+    combined_context = f"{page_lower} {query_lower}"
+    
+    # Search across multiple domains for page-specific guidance
+    style_search = search(combined_context, "style", max_results=1)
+    ux_search = search(combined_context, "ux", max_results=3)
+    landing_search = search(combined_context, "landing", max_results=1)
+    
+    # Extract results from search response
+    style_results = style_search.get("results", [])
+    ux_results = ux_search.get("results", [])
+    landing_results = landing_search.get("results", [])
+    
+    # Detect page type from search results or context
+    page_type = _detect_page_type(combined_context, style_results)
+    
+    # Build overrides from search results
+    layout = {}
+    spacing = {}
+    typography = {}
+    colors = {}
+    components = []
+    unique_components = []
+    recommendations = []
+    
+    # Extract style-based overrides
+    if style_results:
+        style = style_results[0]
+        style_name = style.get("Style Category", "")
+        keywords = style.get("Keywords", "")
+        best_for = style.get("Best For", "")
+        effects = style.get("Effects & Animation", "")
+        
+        # Infer layout from style keywords
+        if any(kw in keywords.lower() for kw in ["data", "dense", "dashboard", "grid"]):
+            layout["Max Width"] = "1400px or full-width"
+            layout["Grid"] = "12-column grid for data flexibility"
+            spacing["Content Density"] = "High — optimize for information display"
+        elif any(kw in keywords.lower() for kw in ["minimal", "simple", "clean", "single"]):
+            layout["Max Width"] = "800px (narrow, focused)"
+            layout["Layout"] = "Single column, centered"
+            spacing["Content Density"] = "Low — focus on clarity"
+        else:
+            layout["Max Width"] = "1200px (standard)"
+            layout["Layout"] = "Full-width sections, centered content"
+        
+        if effects:
+            recommendations.append(f"Effects: {effects}")
+    
+    # Extract UX guidelines as recommendations
+    for ux in ux_results:
+        category = ux.get("Category", "")
+        do_text = ux.get("Do", "")
+        dont_text = ux.get("Don't", "")
+        if do_text:
+            recommendations.append(f"{category}: {do_text}")
+        if dont_text:
+            components.append(f"Avoid: {dont_text}")
+    
+    # Extract landing pattern info for section structure
+    if landing_results:
+        landing = landing_results[0]
+        sections = landing.get("Section Order", "")
+        cta_placement = landing.get("Primary CTA Placement", "")
+        color_strategy = landing.get("Color Strategy", "")
+        
+        if sections:
+            layout["Sections"] = sections
+        if cta_placement:
+            recommendations.append(f"CTA Placement: {cta_placement}")
+        if color_strategy:
+            colors["Strategy"] = color_strategy
+    
+    # Add page-type specific defaults if no search results
+    if not layout:
+        layout["Max Width"] = "1200px"
+        layout["Layout"] = "Responsive grid"
+    
+    if not recommendations:
+        recommendations = [
+            "Refer to MASTER.md for all design rules",
+            "Add specific overrides as needed for this page"
+        ]
+    
+    return {
+        "page_type": page_type,
+        "layout": layout,
+        "spacing": spacing,
+        "typography": typography,
+        "colors": colors,
+        "components": components,
+        "unique_components": unique_components,
+        "recommendations": recommendations
+    }
+
+
+def _detect_page_type(context: str, style_results: list) -> str:
+    """Detect page type from context and search results."""
+    context_lower = context.lower()
+    
+    # Check for common page type patterns
+    page_patterns = [
+        (["dashboard", "admin", "analytics", "data", "metrics", "stats", "monitor", "overview"], "Dashboard / Data View"),
+        (["checkout", "payment", "cart", "purchase", "order", "billing"], "Checkout / Payment"),
+        (["settings", "profile", "account", "preferences", "config"], "Settings / Profile"),
+        (["landing", "marketing", "homepage", "hero", "home", "promo"], "Landing / Marketing"),
+        (["login", "signin", "signup", "register", "auth", "password"], "Authentication"),
+        (["pricing", "plans", "subscription", "tiers", "packages"], "Pricing / Plans"),
+        (["blog", "article", "post", "news", "content", "story"], "Blog / Article"),
+        (["product", "item", "detail", "pdp", "shop", "store"], "Product Detail"),
+        (["search", "results", "browse", "filter", "catalog", "list"], "Search Results"),
+        (["empty", "404", "error", "not found", "zero"], "Empty State"),
+    ]
+    
+    for keywords, page_type in page_patterns:
+        if any(kw in context_lower for kw in keywords):
+            return page_type
+    
+    # Fallback: try to infer from style results
+    if style_results:
+        style_name = style_results[0].get("Style Category", "").lower()
+        best_for = style_results[0].get("Best For", "").lower()
+        
+        if "dashboard" in best_for or "data" in best_for:
+            return "Dashboard / Data View"
+        elif "landing" in best_for or "marketing" in best_for:
+            return "Landing / Marketing"
+    
+    return "General"
+
+
 # ============ CLI SUPPORT ============
 if __name__ == "__main__":
     import argparse

cli/assets/.trae/skills/ui-ux-pro-max/scripts/search.py

@@ -4,14 +4,19 @@
 UI/UX Pro Max Search - BM25 search engine for UI/UX style guides
 Usage: python search.py "<query>" [--domain <domain>] [--stack <stack>] [--max-results 3]
        python search.py "<query>" --design-system [-p "Project Name"]
+       python search.py "<query>" --design-system --persist [-p "Project Name"] [--page "dashboard"]
 
 Domains: style, prompt, color, chart, landing, product, ux, typography
 Stacks: html-tailwind, react, nextjs
+
+Persistence (Master + Overrides pattern):
+  --persist    Save design system to design-system/MASTER.md
+  --page       Also create a page-specific override file in design-system/pages/
 """
 
 import argparse
 from core import CSV_CONFIG, AVAILABLE_STACKS, MAX_RESULTS, search, search_stack
-from design_system import generate_design_system
+from design_system import generate_design_system, persist_design_system
 
 
 def format_output(result):
@@ -51,13 +56,38 @@ if __name__ == "__main__":
     parser.add_argument("--design-system", "-ds", action="store_true", help="Generate complete design system recommendation")
     parser.add_argument("--project-name", "-p", type=str, default=None, help="Project name for design system output")
     parser.add_argument("--format", "-f", choices=["ascii", "markdown"], default="ascii", help="Output format for design system")
+    # Persistence (Master + Overrides pattern)
+    parser.add_argument("--persist", action="store_true", help="Save design system to design-system/MASTER.md (creates hierarchical structure)")
+    parser.add_argument("--page", type=str, default=None, help="Create page-specific override file in design-system/pages/")
+    parser.add_argument("--output-dir", "-o", type=str, default=None, help="Output directory for persisted files (default: current directory)")
 
     args = parser.parse_args()
 
     # Design system takes priority
     if args.design_system:
-        result = generate_design_system(args.query, args.project_name, args.format)
+        result = generate_design_system(
+            args.query, 
+            args.project_name, 
+            args.format,
+            persist=args.persist,
+            page=args.page,
+            output_dir=args.output_dir
+        )
         print(result)
+        
+        # Print persistence confirmation
+        if args.persist:
+            project_slug = args.project_name.lower().replace(' ', '-') if args.project_name else "default"
+            print("\n" + "=" * 60)
+            print(f"✅ Design system persisted to design-system/{project_slug}/")
+            print(f"   📄 design-system/{project_slug}/MASTER.md (Global Source of Truth)")
+            if args.page:
+                page_filename = args.page.lower().replace(' ', '-')
+                print(f"   📄 design-system/{project_slug}/pages/{page_filename}.md (Page Overrides)")
+            print("")
+            print(f"📖 Usage: When building a page, check design-system/{project_slug}/pages/[page].md first.")
+            print(f"   If exists, its rules override MASTER.md. Otherwise, use MASTER.md.")
+            print("=" * 60)
     # Stack search
     elif args.stack:
         result = search_stack(args.query, args.stack, args.max_results)

cli/assets/.windsurf/workflows/ui-ux-pro-max.md

@@ -60,6 +60,31 @@ This command:
 python3 .shared/ui-ux-pro-max/scripts/search.py "beauty spa wellness service" --design-system -p "Serenity Spa"
 ```
 
+### Step 2b: Persist Design System (Master + Overrides Pattern)
+
+To save the design system for hierarchical retrieval across sessions, add `--persist`:
+
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name"
+```
+
+This creates:
+- `design-system/MASTER.md` — Global Source of Truth with all design rules
+- `design-system/pages/` — Folder for page-specific overrides
+
+**With page-specific override:**
+```bash
+python3 .shared/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name" --page "dashboard"
+```
+
+This also creates:
+- `design-system/pages/dashboard.md` — Page-specific deviations from Master
+
+**How hierarchical retrieval works:**
+1. When building a specific page (e.g., "Checkout"), first check `design-system/pages/checkout.md`
+2. If the page file exists, its rules **override** the Master file
+3. If not, use `design-system/MASTER.md` exclusively
+
 ### Step 3: Supplement with Detailed Searches (as needed)
 
 After getting the design system, use domain searches to get additional details:
@@ -86,8 +111,8 @@ Get implementation-specific best practices. If user doesn't specify a stack, **d
 python3 .shared/ui-ux-pro-max/scripts/search.py "<keyword>" --stack html-tailwind
 ```
 
-Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`
+Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`, `jetpack-compose`
-
+, `jetpack-compose`
 ---
 
 ## Search Reference
@@ -120,6 +145,7 @@ Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`
 | `react-native` | Components, Navigation, Lists |
 | `flutter` | Widgets, State, Layout, Theming |
 | `shadcn` | shadcn/ui components, theming, forms, patterns |
+| `jetpack-compose` | Composables, Modifiers, State Hoisting, Recomposition |
 
 ---
 

cli/package.json

@@ -1,6 +1,6 @@
 {
   "name": "uipro-cli",
-  "version": "2.0.0",
+  "version": "2.1.0",
   "description": "CLI to install UI/UX Pro Max skill for AI coding assistants",
   "type": "module",
   "bin": {

cli/src/index.ts

@@ -1,18 +1,25 @@
 #!/usr/bin/env node
 
 import { Command } from 'commander';
+import { readFileSync } from 'fs';
+import { fileURLToPath } from 'url';
+import { dirname, join } from 'path';
 import { initCommand } from './commands/init.js';
 import { versionsCommand } from './commands/versions.js';
 import { updateCommand } from './commands/update.js';
 import type { AIType } from './types/index.js';
 import { AI_TYPES } from './types/index.js';
 
+const __filename = fileURLToPath(import.meta.url);
+const __dirname = dirname(__filename);
+const pkg = JSON.parse(readFileSync(join(__dirname, '../package.json'), 'utf-8'));
+
 const program = new Command();
 
 program
   .name('uipro')
   .description('CLI to install UI/UX Pro Max skill for AI coding assistants')
-  .version('1.9.0');
+  .version(pkg.version);
 
 program
   .command('init')

cli/src/types/index.ts

@@ -1,4 +1,4 @@
-export type AIType = 'claude' | 'cursor' | 'windsurf' | 'antigravity' | 'copilot' | 'kiro' | 'roocode' | 'codex' | 'qoder' | 'gemini' | 'trae' | 'all';
+export type AIType = 'claude' | 'cursor' | 'windsurf' | 'antigravity' | 'copilot' | 'kiro' | 'roocode' | 'codex' | 'qoder' | 'gemini' | 'trae' | 'opencode' | 'all';
 
 export interface Release {
   tag_name: string;
@@ -20,7 +20,7 @@ export interface InstallConfig {
   force?: boolean;
 }
 
-export const AI_TYPES: AIType[] = ['claude', 'cursor', 'windsurf', 'antigravity', 'copilot', 'roocode', 'kiro', 'codex', 'qoder', 'gemini', 'trae', 'all'];
+export const AI_TYPES: AIType[] = ['claude', 'cursor', 'windsurf', 'antigravity', 'copilot', 'roocode', 'kiro', 'codex', 'qoder', 'gemini', 'trae', 'opencode', 'all'];
 
 export const AI_FOLDERS: Record<Exclude<AIType, 'all'>, string[]> = {
   claude: ['.claude'],
@@ -34,4 +34,5 @@ export const AI_FOLDERS: Record<Exclude<AIType, 'all'>, string[]> = {
   qoder: ['.qoder', '.shared'],
   gemini: ['.gemini', '.shared'],
   trae: ['.trae', '.shared'],
+  opencode: ['.opencode', '.shared'],
 };

cli/src/utils/detect.ts

@@ -43,7 +43,9 @@ export function detectAIType(cwd: string = process.cwd()): DetectionResult {
   if (existsSync(join(cwd, '.trae'))) {
     detected.push('trae');
   }
-
+  if (existsSync(join(cwd, '.opencode'))) {
+    detected.push('opencode');
+  }
 
   // Suggest based on what's detected
   let suggested: AIType | null = null;
@@ -80,6 +82,8 @@ export function getAITypeDescription(aiType: AIType): string {
       return 'Gemini CLI (.gemini/skills/ + .shared/)';
     case 'trae':
       return 'Trae (.trae/skills/ + .shared/)';
+    case 'opencode':
+      return 'OpenCode (.opencode/skills/ + .shared/)';
     case 'all':
       return 'All AI assistants';
   }

cli/src/utils/extract.ts

@@ -40,7 +40,7 @@ export async function copyFolders(
   const copiedFolders: string[] = [];
 
   const foldersToCopy = aiType === 'all'
-    ? ['.claude', '.cursor', '.windsurf', '.agent', '.github', '.kiro', '.roo','.codex', '.gemini', '.trae', '.shared']
+    ? Object.values(AI_FOLDERS).flat()
     : AI_FOLDERS[aiType];
 
   // Deduplicate folders (e.g., .shared might be listed multiple times)

skills/ui-ux-pro-max/SKILL.md

@@ -135,7 +135,7 @@ Extract key information from user request:
 **Always start with `--design-system`** to get comprehensive recommendations with reasoning:
 
 ```bash
-python3 .claude/skills/ui-ux-pro-max/scripts/search.py "<product_type> <industry> <keywords>" --design-system [-p "Project Name"]
+python3 skills/ui-ux-pro-max/scripts/search.py "<product_type> <industry> <keywords>" --design-system [-p "Project Name"]
 ```
 
 This command:
@@ -146,7 +146,41 @@ This command:
 
 **Example:**
 ```bash
-python3 .claude/skills/ui-ux-pro-max/scripts/search.py "beauty spa wellness service" --design-system -p "Serenity Spa"
+python3 skills/ui-ux-pro-max/scripts/search.py "beauty spa wellness service" --design-system -p "Serenity Spa"
+```
+
+### Step 2b: Persist Design System (Master + Overrides Pattern)
+
+To save the design system for **hierarchical retrieval across sessions**, add `--persist`:
+
+```bash
+python3 skills/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name"
+```
+
+This creates:
+- `design-system/MASTER.md` — Global Source of Truth with all design rules
+- `design-system/pages/` — Folder for page-specific overrides
+
+**With page-specific override:**
+```bash
+python3 skills/ui-ux-pro-max/scripts/search.py "<query>" --design-system --persist -p "Project Name" --page "dashboard"
+```
+
+This also creates:
+- `design-system/pages/dashboard.md` — Page-specific deviations from Master
+
+**How hierarchical retrieval works:**
+1. When building a specific page (e.g., "Checkout"), first check `design-system/pages/checkout.md`
+2. If the page file exists, its rules **override** the Master file
+3. If not, use `design-system/MASTER.md` exclusively
+
+**Context-aware retrieval prompt:**
+```
+I am building the [Page Name] page. Please read design-system/MASTER.md.
+Also check if design-system/pages/[page-name].md exists.
+If the page file exists, prioritize its rules.
+If not, use the Master rules exclusively.
+Now, generate the code...
 ```
 
 ### Step 3: Supplement with Detailed Searches (as needed)
@@ -154,7 +188,7 @@ python3 .claude/skills/ui-ux-pro-max/scripts/search.py "beauty spa wellness serv
 After getting the design system, use domain searches to get additional details:
 
 ```bash
-python3 .claude/skills/ui-ux-pro-max/scripts/search.py "<keyword>" --domain <domain> [-n <max_results>]
+python3 skills/ui-ux-pro-max/scripts/search.py "<keyword>" --domain <domain> [-n <max_results>]
 ```
 
 **When to use detailed searches:**
@@ -172,10 +206,10 @@ python3 .claude/skills/ui-ux-pro-max/scripts/search.py "<keyword>" --domain <dom
 Get implementation-specific best practices. If user doesn't specify a stack, **default to `html-tailwind`**.
 
 ```bash
-python3 .claude/skills/ui-ux-pro-max/scripts/search.py "<keyword>" --stack html-tailwind
+python3 skills/ui-ux-pro-max/scripts/search.py "<keyword>" --stack html-tailwind
 ```
 
-Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`
+Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`, `react-native`, `flutter`, `shadcn`, `jetpack-compose`
 
 ---
 
@@ -209,6 +243,7 @@ Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`
 | `react-native` | Components, Navigation, Lists |
 | `flutter` | Widgets, State, Layout, Theming |
 | `shadcn` | shadcn/ui components, theming, forms, patterns |
+| `jetpack-compose` | Composables, Modifiers, State Hoisting, Recomposition |
 
 ---
 
@@ -225,7 +260,7 @@ Available stacks: `html-tailwind`, `react`, `nextjs`, `vue`, `svelte`, `swiftui`
 ### Step 2: Generate Design System (REQUIRED)
 
 ```bash
-python3 .claude/skills/ui-ux-pro-max/scripts/search.py "beauty spa wellness service elegant" --design-system -p "Serenity Spa"
+python3 skills/ui-ux-pro-max/scripts/search.py "beauty spa wellness service elegant" --design-system -p "Serenity Spa"
 ```
 
 **Output:** Complete design system with pattern, style, colors, typography, effects, and anti-patterns.
@@ -234,16 +269,16 @@ python3 .claude/skills/ui-ux-pro-max/scripts/search.py "beauty spa wellness serv
 
 ```bash
 # Get UX guidelines for animation and accessibility
-python3 .claude/skills/ui-ux-pro-max/scripts/search.py "animation accessibility" --domain ux
+python3 skills/ui-ux-pro-max/scripts/search.py "animation accessibility" --domain ux
 
 # Get alternative typography options if needed
-python3 .claude/skills/ui-ux-pro-max/scripts/search.py "elegant luxury serif" --domain typography
+python3 skills/ui-ux-pro-max/scripts/search.py "elegant luxury serif" --domain typography
 ```
 
 ### Step 4: Stack Guidelines
 
 ```bash
-python3 .claude/skills/ui-ux-pro-max/scripts/search.py "layout responsive form" --stack html-tailwind
+python3 skills/ui-ux-pro-max/scripts/search.py "layout responsive form" --stack html-tailwind
 ```
 
 **Then:** Synthesize design system + detailed searches and implement the design.
@@ -256,10 +291,10 @@ The `--design-system` flag supports two output formats:
 
 ```bash
 # ASCII box (default) - best for terminal display
-python3 .claude/skills/ui-ux-pro-max/scripts/search.py "fintech crypto" --design-system
+python3 skills/ui-ux-pro-max/scripts/search.py "fintech crypto" --design-system
 
 # Markdown - best for documentation
-python3 .claude/skills/ui-ux-pro-max/scripts/search.py "fintech crypto" --design-system -f markdown
+python3 skills/ui-ux-pro-max/scripts/search.py "fintech crypto" --design-system -f markdown
 ```
 
 ---

skills/ui-ux-pro-max/data/stacks/jetpack-compose.csv

@@ -0,0 +1,53 @@
+No,Category,Guideline,Description,Do,Don't,Code Good,Code Bad,Severity,Docs URL
+1,Composable,Pure UI composables,Composable functions should only render UI,Accept state and callbacks,Calling usecase/repo,Pure UI composable,Business logic in UI,High,https://developer.android.com/jetpack/compose/mental-model
+2,Composable,Small composables,Each composable has single responsibility,Split into components,Huge composable,Reusable UI,Monolithic UI,Medium,
+3,Composable,Stateless by default,Prefer stateless composables,Hoist state,Local mutable state,Stateless UI,Hidden state,High,https://developer.android.com/jetpack/compose/state#state-hoisting
+4,State,Single source of truth,UI state comes from one source,StateFlow from VM,Multiple states,Unified UiState,Scattered state,High,https://developer.android.com/topic/architecture/ui-layer
+5,State,Model UI State,Use sealed interface/data class,UiState.Loading,Boolean flags,Explicit state,Flag hell,High,
+6,State,remember only UI state,remember for UI-only state,"Scroll, animation",Business state,Correct remember,Misuse remember,High,https://developer.android.com/jetpack/compose/state
+7,State,rememberSaveable,Persist state across config,rememberSaveable,remember,State survives,State lost,High,https://developer.android.com/jetpack/compose/state#restore-ui-state
+8,State,derivedStateOf,Optimize recomposition,derivedStateOf,Recompute always,Optimized,Jank,Medium,https://developer.android.com/jetpack/compose/performance
+9,SideEffect,LaunchedEffect keys,Use correct keys,LaunchedEffect(id),LaunchedEffect(Unit),Scoped effect,Infinite loop,High,https://developer.android.com/jetpack/compose/side-effects
+10,SideEffect,rememberUpdatedState,Avoid stale lambdas,rememberUpdatedState,Capture directly,Safe callback,Stale state,Medium,https://developer.android.com/jetpack/compose/side-effects
+11,SideEffect,DisposableEffect,Clean up resources,onDispose,No cleanup,No leak,Memory leak,High,
+12,Architecture,Unidirectional data flow,UI → VM → State,onEvent,Two-way binding,Predictable flow,Hard debug,High,https://developer.android.com/topic/architecture
+13,Architecture,No business logic in UI,Logic belongs to VM,Collect state,Call repo,Clean UI,Fat UI,High,
+14,Architecture,Expose immutable state,Expose StateFlow,asStateFlow,Mutable exposed,Safe API,State mutation,High,
+15,Lifecycle,Lifecycle-aware collect,Use collectAsStateWithLifecycle,Lifecycle aware,collectAsState,No leak,Leak,High,https://developer.android.com/jetpack/compose/lifecycle
+16,Navigation,Event-based navigation,VM emits navigation event,"VM: Channel + receiveAsFlow(), V: Collect with Dispatchers.Main.immediate",Nav in UI,Decoupled nav,Using State / SharedFlow for navigation -> event is replayed and navigation fires again (StateFlow),High,https://developer.android.com/jetpack/compose/navigation
+17,Navigation,Typed routes,Use sealed routes,sealed class Route,String routes,Type-safe,Runtime crash,Medium,
+18,Performance,Stable parameters,Prefer immutable/stable params,@Immutable,Mutable params,Stable recomposition,Extra recomposition,High,https://developer.android.com/jetpack/compose/performance
+19,Performance,Use key in Lazy,Provide stable keys,key=id,No key,Stable list,Item jump,High,
+20,Performance,Avoid heavy work,No heavy computation in UI,Precompute in VM,Compute in UI,Smooth UI,Jank,High,
+21,Performance,Remember expensive objects,remember heavy objects,remember,Recreate each recomposition,Efficient,Wasteful,Medium,
+22,Theming,Design system,Centralized theme,Material3 tokens,Hardcoded values,Consistent UI,Inconsistent,High,https://developer.android.com/jetpack/compose/themes
+23,Theming,Dark mode support,Theme-based colors,colorScheme,Fixed color,Adaptive UI,Broken dark,Medium,
+24,Layout,Prefer Modifier over extra layouts,Use Modifier to adjust layout instead of adding wrapper composables,Use Modifier.padding(),Wrap content with extra Box,Padding via modifier,Box just for padding,High,https://developer.android.com/jetpack/compose/modifiers
+25,Layout,Avoid deep layout nesting,Deep layout trees increase measure & layout cost,Keep layout flat,Box ? Column ? Box ? Row,Flat hierarchy,Deep nested tree,High,
+26,Layout,Use Row/Column for linear layout,Linear layouts are simpler and more performant,Use Row / Column,Custom layout for simple cases,Row/Column usage,Over-engineered layout,High,
+27,Layout,Use Box only for overlapping content,Box should be used only when children overlap,Stack elements,Use Box as Column,Proper overlay,Misused Box,Medium,
+28,Layout,Prefer LazyColumn over Column scroll,Lazy layouts are virtualized and efficient,LazyColumn,Column.verticalScroll(),Lazy list,Scrollable Column,High,https://developer.android.com/jetpack/compose/lists
+29,Layout,Avoid nested scroll containers,Nested scrolling causes UX & performance issues,Single scroll container,Scroll inside scroll,One scroll per screen,Nested scroll,High,
+30,Layout,Avoid fillMaxSize by default,fillMaxSize may break parent constraints,Use exact size,Fill max everywhere,Constraint-aware size,Overfilled layout,Medium,
+31,Layout,Avoid intrinsic size unless necessary,Intrinsic measurement is expensive,Explicit sizing,IntrinsicSize.Min,Predictable layout,Expensive measure,High,https://developer.android.com/jetpack/compose/layout/intrinsics
+32,Layout,Use Arrangement and Alignment APIs,Declare layout intent explicitly,Use Arrangement / Alignment,Manual spacing hacks,Declarative spacing,Magic spacing,High,
+33,Layout,Extract reusable layout patterns,Repeated layouts should be shared,Create layout composable,Copy-paste layouts,Reusable scaffold,Duplicated layout,High,
+34,Theming,No hardcoded text style,Use typography,MaterialTheme.typography,Hardcode sp,Scalable,Inconsistent,Medium,
+35,Testing,Stateless UI testing,Composable easy to test,Pass state,Hidden state,Testable,Hard test,High,https://developer.android.com/jetpack/compose/testing
+36,Testing,Use testTag,Stable UI selectors,Modifier.testTag,Find by text,Stable tests,Flaky tests,Medium,
+37,Preview,Multiple previews,Preview multiple states,@Preview,Single preview,Better dev UX,Misleading,Low,https://developer.android.com/jetpack/compose/tooling/preview
+38,DI,Inject VM via Hilt,Use hiltViewModel,@HiltViewModel,Manual VM,Clean DI,Coupling,High,https://developer.android.com/training/dependency-injection/hilt-jetpack
+39,DI,No DI in UI,Inject in VM,Constructor inject,Inject composable,Proper scope,Wrong scope,High,
+40,Accessibility,Content description,Accessible UI,contentDescription,Ignore a11y,Inclusive,A11y fail,Medium,https://developer.android.com/jetpack/compose/accessibility
+41,Accessibility,Semantics,Use semantics API,Modifier.semantics,None,Testable a11y,Invisible,Medium,
+42,Animation,Compose animation APIs,Use animate*AsState,AnimatedVisibility,Manual anim,Smooth,Jank,Medium,https://developer.android.com/jetpack/compose/animation
+43,Animation,Avoid animation logic in VM,Animation is UI concern,Animate in UI,Animate in VM,Correct layering,Mixed concern,Low,
+44,Modularization,Feature-based UI modules,UI per feature,:feature:ui,God module,Scalable,Tight coupling,High,https://developer.android.com/topic/modularization
+45,Modularization,Public UI contracts,Expose minimal UI API,Interface/Route,Expose impl,Encapsulated,Leaky module,Medium,
+46,State,Snapshot state only,Use Compose state,mutableStateOf,Custom observable,Compose aware,Buggy UI,Medium,
+47,State,Avoid mutable collections,Immutable list/map,PersistentList,MutableList,Stable UI,Silent bug,High,
+48,Lifecycle,RememberCoroutineScope usage,Only for UI jobs,UI coroutine,Long jobs,Scoped job,Leak,Medium,https://developer.android.com/jetpack/compose/side-effects#remembercoroutinescope
+49,Interop,Interop View carefully,Use AndroidView,Isolated usage,Mix everywhere,Safe interop,Messy UI,Low,https://developer.android.com/jetpack/compose/interop
+50,Interop,Avoid legacy patterns,No LiveData in UI,StateFlow,LiveData,Modern stack,Legacy debt,Medium,
+51,Debug,Use layout inspector,Inspect recomposition,Tools,Blind debug,Fast debug,Guessing,Low,https://developer.android.com/studio/debug/layout-inspector
+52,Debug,Enable recomposition counts,Track recomposition,Debug flags,Ignore,Performance aware,Hidden jank,Low,

skills/ui-ux-pro-max/scripts/core.py

@@ -83,7 +83,8 @@ STACK_CONFIG = {
     "swiftui": {"file": "stacks/swiftui.csv"},
     "react-native": {"file": "stacks/react-native.csv"},
     "flutter": {"file": "stacks/flutter.csv"},
-    "shadcn": {"file": "stacks/shadcn.csv"}
+    "shadcn": {"file": "stacks/shadcn.csv"},
+    "jetpack-compose": {"file": "stacks/jetpack-compose.csv"}
 }
 
 # Common columns for all stacks

skills/ui-ux-pro-max/scripts/search.py

@@ -4,14 +4,19 @@
 UI/UX Pro Max Search - BM25 search engine for UI/UX style guides
 Usage: python search.py "<query>" [--domain <domain>] [--stack <stack>] [--max-results 3]
        python search.py "<query>" --design-system [-p "Project Name"]
+       python search.py "<query>" --design-system --persist [-p "Project Name"] [--page "dashboard"]
 
 Domains: style, prompt, color, chart, landing, product, ux, typography
 Stacks: html-tailwind, react, nextjs
+
+Persistence (Master + Overrides pattern):
+  --persist    Save design system to design-system/MASTER.md
+  --page       Also create a page-specific override file in design-system/pages/
 """
 
 import argparse
 from core import CSV_CONFIG, AVAILABLE_STACKS, MAX_RESULTS, search, search_stack
-from design_system import generate_design_system
+from design_system import generate_design_system, persist_design_system
 
 
 def format_output(result):
@@ -51,13 +56,38 @@ if __name__ == "__main__":
     parser.add_argument("--design-system", "-ds", action="store_true", help="Generate complete design system recommendation")
     parser.add_argument("--project-name", "-p", type=str, default=None, help="Project name for design system output")
     parser.add_argument("--format", "-f", choices=["ascii", "markdown"], default="ascii", help="Output format for design system")
+    # Persistence (Master + Overrides pattern)
+    parser.add_argument("--persist", action="store_true", help="Save design system to design-system/MASTER.md (creates hierarchical structure)")
+    parser.add_argument("--page", type=str, default=None, help="Create page-specific override file in design-system/pages/")
+    parser.add_argument("--output-dir", "-o", type=str, default=None, help="Output directory for persisted files (default: current directory)")
 
     args = parser.parse_args()
 
     # Design system takes priority
     if args.design_system:
-        result = generate_design_system(args.query, args.project_name, args.format)
+        result = generate_design_system(
+            args.query, 
+            args.project_name, 
+            args.format,
+            persist=args.persist,
+            page=args.page,
+            output_dir=args.output_dir
+        )
         print(result)
+        
+        # Print persistence confirmation
+        if args.persist:
+            project_slug = args.project_name.lower().replace(' ', '-') if args.project_name else "default"
+            print("\n" + "=" * 60)
+            print(f"✅ Design system persisted to design-system/{project_slug}/")
+            print(f"   📄 design-system/{project_slug}/MASTER.md (Global Source of Truth)")
+            if args.page:
+                page_filename = args.page.lower().replace(' ', '-')
+                print(f"   📄 design-system/{project_slug}/pages/{page_filename}.md (Page Overrides)")
+            print("")
+            print(f"📖 Usage: When building a page, check design-system/{project_slug}/pages/[page].md first.")
+            print(f"   If exists, its rules override MASTER.md. Otherwise, use MASTER.md.")
+            print("=" * 60)
     # Stack search
     elif args.stack:
         result = search_stack(args.query, args.stack, args.max_results)