Fix TSCM WiFi detection, SDR capabilities, layout, and correlation/cluster emission

- Use networksetup instead of deprecated airport utility for macOS WiFi detection
- Fix SDRDevice attribute access (use getattr instead of dict .get())
- Move Detected Threats panel next to RF Signals in 2-column grid
- Always run correlation/identity analysis at sweep end, even if stopped by user

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

routes/tscm.py

@@ -368,25 +368,21 @@ def _check_available_devices(wifi: bool, bt: bool, rf: bool) -> dict:
     # Check WiFi
     if wifi:
         if platform.system() == 'Darwin':
-            # macOS: Check for airport utility
-            airport_path = '/System/Library/PrivateFrameworks/Apple80211.framework/Versions/Current/Resources/airport'
-            if os.path.exists(airport_path):
-                try:
-                    result = subprocess.run(
-                        [airport_path, '-I'],
-                        capture_output=True,
-                        text=True,
-                        timeout=5
-                    )
-                    if result.returncode == 0:
-                        available['wifi'] = True
-                        available['wifi_reason'] = 'macOS WiFi available'
-                    else:
-                        available['wifi_reason'] = 'WiFi interface not active'
-                except (subprocess.TimeoutExpired, subprocess.SubprocessError):
-                    available['wifi_reason'] = 'Cannot access WiFi interface'
-            else:
-                available['wifi_reason'] = 'macOS airport utility not found'
+            # macOS: Use networksetup to detect WiFi interfaces (same as /tscm/devices endpoint)
+            try:
+                result = subprocess.run(
+                    ['networksetup', '-listallhardwareports'],
+                    capture_output=True,
+                    text=True,
+                    timeout=5
+                )
+                if result.returncode == 0 and ('Wi-Fi' in result.stdout or 'AirPort' in result.stdout):
+                    available['wifi'] = True
+                    available['wifi_reason'] = 'macOS WiFi available'
+                else:
+                    available['wifi_reason'] = 'No WiFi hardware port found'
+            except (subprocess.TimeoutExpired, FileNotFoundError, subprocess.SubprocessError):
+                available['wifi_reason'] = 'Cannot detect WiFi interfaces'
         else:
             # Linux: Check for wireless tools
             if shutil.which('airodump-ng') or shutil.which('iwlist') or shutil.which('iw'):
@@ -1981,8 +1977,8 @@ def _run_sweep(
 
             time.sleep(2)  # Update every 2 seconds
 
-        # Complete sweep
-        if _sweep_running and _current_sweep_id:
+        # Complete sweep (run even if stopped by user so correlations/clusters are computed)
+        if _current_sweep_id:
             # Run cross-protocol correlation analysis
             correlations = correlation.correlate_devices()
             findings = correlation.get_all_findings()

static/css/modes/tscm.css

@@ -69,11 +69,6 @@
     min-height: 200px;
     height: 200px;
 }
-/* Full-width panels (like Detected Threats) get more height */
-.tscm-panel[style*="grid-column: span 2"] {
-    min-height: 150px;
-    height: 150px;
-}
 .tscm-panel-header {
     padding: 10px 12px;
     background: rgba(0,0,0,0.3);

templates/index.html

@@ -1557,7 +1557,7 @@
                         </div>
 
                         <!-- Threats Panel -->
-                        <div class="tscm-panel" id="tscmThreatPanel" style="grid-column: span 2;">
+                        <div class="tscm-panel" id="tscmThreatPanel">
                             <div class="tscm-panel-header">
                                 Detected Threats
                                 <span class="badge" id="tscmThreatCount">0</span>

utils/tscm/advanced.py

@@ -372,8 +372,10 @@ def _detect_rf_capabilities(caps: SweepCapabilities, sdr_device: Any) -> None:
         if devices:
             device = devices[0]  # Use first device
             rf_cap.available = True
-            rf_cap.device_type = device.get('type', 'unknown')
-            rf_cap.driver = device.get('driver', '')
+            rf_cap.device_type = getattr(device, 'sdr_type', 'unknown')
+            if hasattr(rf_cap.device_type, 'value'):
+                rf_cap.device_type = rf_cap.device_type.value
+            rf_cap.driver = getattr(device, 'driver', '')
 
             # Set frequency ranges based on device type
             if 'rtl' in rf_cap.device_type.lower():