diff --git a/.claude/commands/workflow/ui-design/layout-extract.md b/.claude/commands/workflow/ui-design/layout-extract.md
index 4a154ee3..4c1770b0 100644
--- a/.claude/commands/workflow/ui-design/layout-extract.md
+++ b/.claude/commands/workflow/ui-design/layout-extract.md
@@ -137,15 +137,50 @@ ELSE:
 **Usage**: Read the script file and use content directly in `mcp__chrome-devtools__evaluate_script()`
 
 **Script returns**:
-- `metadata`: Extraction timestamp, URL, method
+- `metadata`: Extraction timestamp, URL, method, version
 - `patterns`: Layout pattern statistics (flexColumn, flexRow, grid counts)
 - `structure`: Hierarchical DOM tree with layout properties
+- `exploration`: (Optional) Progressive exploration results when standard selectors fail
 
 **Benefits**:
 - ✅ Real flex/grid configuration (justifyContent, alignItems, gap, etc.)
 - ✅ Accurate element bounds (x, y, width, height)
 - ✅ Structural hierarchy with depth control
 - ✅ Layout pattern identification (flex-row, flex-column, grid-NCol)
+- ✅ Progressive exploration: Auto-discovers missing selectors
+
+**Progressive Exploration Strategy** (v2.2.0+):
+
+When script finds <3 main containers, it automatically:
+1. **Scans** all large visible containers (≥500×300px)
+2. **Extracts** class patterns matching: `main|content|wrapper|container|page|layout|app`
+3. **Suggests** new selectors to add to script
+4. **Returns** exploration data in `result.exploration`:
+   ```json
+   {
+     "triggered": true,
+     "discoveredCandidates": [{classes, bounds, display}],
+     "suggestedSelectors": [".wrapper", ".page-index"],
+     "recommendation": ".wrapper, .page-index, .app-container"
+   }
+   ```
+
+**Using Exploration Results**:
+```javascript
+// After extraction, check for suggestions
+IF result.exploration?.triggered:
+    REPORT: result.exploration.warning
+    REPORT: "Suggested selectors: " + result.exploration.recommendation
+
+    // Update script by adding to commonClassSelectors array
+    // Then re-run extraction for better coverage
+```
+
+**Selector Update Workflow**:
+1. Run extraction on unfamiliar site
+2. Check `result.exploration.suggestedSelectors`
+3. Add relevant selectors to script's `commonClassSelectors`
+4. Re-run extraction → improved container detection
 
 ### Step 3: Memory Check
 ```bash
diff --git a/.claude/scripts/extract-layout-structure.js b/.claude/scripts/extract-layout-structure.js
index 2957e1a0..28e38204 100644
--- a/.claude/scripts/extract-layout-structure.js
+++ b/.claude/scripts/extract-layout-structure.js
@@ -1,10 +1,27 @@
 /**
- * Extract Layout Structure from DOM
+ * Extract Layout Structure from DOM - Enhanced Version
  *
  * Extracts real layout information from DOM to provide accurate
  * structural data for UI replication.
  *
+ * Features:
+ * - Framework detection (Nuxt.js, Next.js, React, Vue, Angular)
+ * - Multi-strategy container detection (strict → relaxed → class-based → framework-specific)
+ * - Intelligent main content detection with common class names support
+ * - Supports modern SPA frameworks
+ * - Detects non-semantic main containers (.main, .content, etc.)
+ * - Progressive exploration: Auto-discovers missing selectors when standard patterns fail
+ * - Suggests new class names to add to script based on actual page structure
+ *
+ * Progressive Exploration:
+ * When fewer than 3 main containers are found, the script automatically:
+ * 1. Analyzes all large visible containers (≥500×300px)
+ * 2. Extracts class name patterns (main/content/wrapper/container/page/etc.)
+ * 3. Suggests new selectors to add to the script
+ * 4. Returns exploration data in result.exploration
+ *
  * Usage: Execute via Chrome DevTools evaluate_script
+ * Version: 2.2.0
  */
 
 (() => {
@@ -62,7 +79,7 @@
   const identifyPattern = (props) => {
     const { display, flexDirection, gridTemplateColumns } = props;
 
-    if (display === 'flex') {
+    if (display === 'flex' || display === 'inline-flex') {
       if (flexDirection === 'column') return 'flex-column';
       if (flexDirection === 'row') return 'flex-row';
       return 'flex';
@@ -77,12 +94,23 @@
       return 'grid';
     }
 
-    if (display === 'inline-flex') return 'inline-flex';
     if (display === 'block') return 'block';
 
     return display;
   };
 
+  /**
+   * Detect frontend framework
+   */
+  const detectFramework = () => {
+    if (document.querySelector('#__nuxt')) return { name: 'Nuxt.js', version: 'unknown' };
+    if (document.querySelector('#__next')) return { name: 'Next.js', version: 'unknown' };
+    if (document.querySelector('[data-reactroot]')) return { name: 'React', version: 'unknown' };
+    if (document.querySelector('[ng-version]')) return { name: 'Angular', version: 'unknown' };
+    if (window.Vue) return { name: 'Vue.js', version: window.Vue.version || 'unknown' };
+    return { name: 'Unknown', version: 'unknown' };
+  };
+
   /**
    * Build layout tree recursively
    */
@@ -139,35 +167,165 @@
   };
 
   /**
-   * Find main layout containers
+   * Find main layout containers with multi-strategy approach
    */
   const findMainContainers = () => {
-    const selectors = [
+    const containers = [];
+    const found = new Set();
+
+    // Strategy 1: Strict selectors (body direct children)
+    const strictSelectors = [
       'body > header',
       'body > nav',
       'body > main',
-      'body > footer',
+      'body > footer'
+    ];
+
+    // Strategy 2: Relaxed selectors (any level)
+    const relaxedSelectors = [
+      'header',
+      'nav',
+      'main',
+      'footer',
       '[role="banner"]',
       '[role="navigation"]',
       '[role="main"]',
       '[role="contentinfo"]'
     ];
 
-    const containers = [];
+    // Strategy 3: Common class-based main content selectors
+    const commonClassSelectors = [
+      '.main',
+      '.content',
+      '.main-content',
+      '.page-content',
+      '.container.main',
+      '.wrapper > .main',
+      'div[class*="main-wrapper"]',
+      'div[class*="content-wrapper"]'
+    ];
 
-    selectors.forEach(selector => {
-      const element = document.querySelector(selector);
-      if (element) {
-        const tree = buildLayoutTree(element, 0, 3);
-        if (tree) {
-          containers.push(tree);
-        }
+    // Strategy 4: Framework-specific selectors
+    const frameworkSelectors = [
+      '#__nuxt header', '#__nuxt .main', '#__nuxt main', '#__nuxt footer',
+      '#__next header', '#__next .main', '#__next main', '#__next footer',
+      '#app header', '#app .main', '#app main', '#app footer',
+      '[data-app] header', '[data-app] .main', '[data-app] main', '[data-app] footer'
+    ];
+
+    // Try all strategies
+    const allSelectors = [...strictSelectors, ...relaxedSelectors, ...commonClassSelectors, ...frameworkSelectors];
+
+    allSelectors.forEach(selector => {
+      try {
+        const elements = document.querySelectorAll(selector);
+        elements.forEach(element => {
+          // Avoid duplicates and invisible elements
+          if (!found.has(element) && element.offsetParent !== null) {
+            found.add(element);
+            const tree = buildLayoutTree(element, 0, 3);
+            if (tree && tree.bounds.width > 0 && tree.bounds.height > 0) {
+              containers.push(tree);
+            }
+          }
+        });
+      } catch (e) {
+        console.warn(`Selector failed: ${selector}`, e);
       }
     });
 
+    // Fallback: If no containers found, use body's direct children
+    if (containers.length === 0) {
+      Array.from(document.body.children).forEach(child => {
+        if (child.offsetParent !== null && !found.has(child)) {
+          const tree = buildLayoutTree(child, 0, 2);
+          if (tree && tree.bounds.width > 100 && tree.bounds.height > 100) {
+            containers.push(tree);
+          }
+        }
+      });
+    }
+
     return containers;
   };
 
+  /**
+   * Progressive exploration: Discover main containers when standard selectors fail
+   * Analyzes large visible containers and suggests class name patterns
+   */
+  const exploreMainContainers = () => {
+    const candidates = [];
+    const minWidth = 500;
+    const minHeight = 300;
+
+    // Find all large visible divs
+    const allDivs = document.querySelectorAll('div');
+    allDivs.forEach(div => {
+      const rect = div.getBoundingClientRect();
+      const style = window.getComputedStyle(div);
+
+      // Filter: large size, visible, not header/footer
+      if (rect.width >= minWidth &&
+          rect.height >= minHeight &&
+          div.offsetParent !== null &&
+          !div.closest('header') &&
+          !div.closest('footer')) {
+
+        const classes = Array.from(div.classList);
+        const area = rect.width * rect.height;
+
+        candidates.push({
+          element: div,
+          classes: classes,
+          area: area,
+          bounds: {
+            width: Math.round(rect.width),
+            height: Math.round(rect.height)
+          },
+          display: style.display,
+          depth: getElementDepth(div)
+        });
+      }
+    });
+
+    // Sort by area (largest first) and take top candidates
+    candidates.sort((a, b) => b.area - a.area);
+
+    // Extract unique class patterns from top candidates
+    const classPatterns = new Set();
+    candidates.slice(0, 20).forEach(c => {
+      c.classes.forEach(cls => {
+        // Identify potential main content class patterns
+        if (cls.match(/main|content|container|wrapper|page|body|layout|app/i)) {
+          classPatterns.add(cls);
+        }
+      });
+    });
+
+    return {
+      candidates: candidates.slice(0, 10).map(c => ({
+        classes: c.classes,
+        bounds: c.bounds,
+        display: c.display,
+        depth: c.depth
+      })),
+      suggestedSelectors: Array.from(classPatterns).map(cls => `.${cls}`)
+    };
+  };
+
+  /**
+   * Get element depth in DOM tree
+   */
+  const getElementDepth = (element) => {
+    let depth = 0;
+    let current = element;
+    while (current.parentElement) {
+      depth++;
+      current = current.parentElement;
+    }
+    return depth;
+  };
+
   /**
    * Analyze layout patterns
    */
@@ -199,21 +357,53 @@
   };
 
   /**
-   * Main extraction function
+   * Main extraction function with progressive exploration
    */
   const extractLayout = () => {
+    const framework = detectFramework();
     const containers = findMainContainers();
     const patterns = analyzePatterns(containers);
 
-    return {
+    // Progressive exploration: if too few containers found, explore and suggest
+    let exploration = null;
+    const minExpectedContainers = 3; // At least header, main, footer
+
+    if (containers.length < minExpectedContainers) {
+      exploration = exploreMainContainers();
+
+      // Add warning message
+      exploration.warning = `Only ${containers.length} containers found. Consider adding these selectors to the script:`;
+      exploration.recommendation = exploration.suggestedSelectors.join(', ');
+    }
+
+    const result = {
       metadata: {
         extractedAt: new Date().toISOString(),
         url: window.location.href,
-        method: 'layout-structure'
+        framework: framework,
+        method: 'layout-structure-enhanced',
+        version: '2.2.0'
+      },
+      statistics: {
+        totalContainers: containers.length,
+        patterns: patterns
       },
-      patterns: patterns,
       structure: containers
     };
+
+    // Add exploration results if triggered
+    if (exploration) {
+      result.exploration = {
+        triggered: true,
+        reason: 'Insufficient containers found with standard selectors',
+        discoveredCandidates: exploration.candidates,
+        suggestedSelectors: exploration.suggestedSelectors,
+        warning: exploration.warning,
+        recommendation: exploration.recommendation
+      };
+    }
+
+    return result;
   };
 
   // Execute and return results