feat: Add position extraction and related fields for KTA model; enhance selfie verification with development mode options

sigap-mobile/lib/src/cores/services/azure_ocr_service.dart

@@ -1,5 +1,6 @@
 import 'dart:convert';
 import 'dart:io';
+import 'dart:math';
 
 import 'package:dio/dio.dart';
 import 'package:image_picker/image_picker.dart';
@@ -15,7 +16,7 @@ class AzureOCRService {
   final String ocrApiPath = Endpoints.ocrApiPath;
   final String faceApiPath = Endpoints.faceApiPath;
   final String faceVerifyPath = Endpoints.faceVerifyPath;
-  
+
   bool isValidKtp = false;
   bool isValidKta = false;
 
@@ -834,6 +835,9 @@ class AzureOCRService {
     // Extract officer name
     _extractNameFromKta(extractedInfo, allLines, fullText);
 
+    // Extract Position (jabatan)
+    _extractPositionFromKta(extractedInfo, allLines, fullText);
+
     // Extract rank (pangkat)
     _extractRankFromKta(extractedInfo, allLines, fullText);
 
@@ -902,6 +906,128 @@ class AzureOCRService {
     }
   }
 
+  // Extract position (jabatan) from KTA
+  void _extractPositionFromKta(
+    Map<String, String> extractedInfo,
+    List<String> allLines,
+    String fullText,
+  ) {
+    print('Attempting to extract position from KTA...');
+
+    // Common police ranks/positions that might appear on KTA
+    List<String> commonPositions = [
+      'BRIGADIR',
+      'BRIPDA',
+      'BRIPTU',
+      'BRIGPOL',
+      'BRIPKA',
+      'AIPDA',
+      'AIPTU',
+      'IPDA',
+      'IPTU',
+      'AKP',
+      'KOMPOL',
+      'AKBP',
+      'KOMBES',
+      'KOMBESPOL',
+      'BRIGJEN',
+      'IRJEN',
+      'KOMJEN',
+      'JENDERAL',
+      'KAPOLSEK',
+      'KAPOLRES',
+      'KAPOLDA',
+    ];
+
+    // First check for "Jabatan:" pattern explicitly
+    for (int i = 0; i < allLines.length; i++) {
+      String line = allLines[i].toLowerCase();
+      if (line.contains('jabatan')) {
+        if (line.contains(':')) {
+          String position = line.split(':')[1].trim();
+          extractedInfo['jabatan'] = _normalizeCase(position);
+          print(
+            'Found position from "jabatan:" pattern: ${extractedInfo['jabatan']}',
+          );
+          return;
+        }
+
+        // Check next line
+        if (i + 1 < allLines.length) {
+          String nextLine = allLines[i + 1].trim();
+          extractedInfo['jabatan'] = _normalizeCase(nextLine);
+          print(
+            'Found position from line after "jabatan": ${extractedInfo['jabatan']}',
+          );
+          return;
+        }
+      }
+    }
+
+    // Look for specific positions directly in the lines (like the BRIGADIR example)
+    // Specifically check lines right after the name (typically line 2-4 in the card)
+    int startLine = 0;
+
+    // Find the name line first to use as reference
+    for (int i = 0; i < allLines.length; i++) {
+      if (extractedInfo.containsKey('nama') &&
+          allLines[i].contains(extractedInfo['nama']!)) {
+        startLine = i + 1; // Position is often in the line after name
+        break;
+      } else if (i < allLines.length - 1 &&
+          allLines[i].toLowerCase().contains('kartu tanda anggota')) {
+        startLine = i + 2; // If we find the header, start 2 lines after
+        break;
+      }
+    }
+
+    // Check the next few lines after name or header for position
+    for (int i = startLine; i < min(startLine + 5, allLines.length); i++) {
+      String line = allLines[i].trim().toUpperCase();
+
+      // Check if the entire line is a position
+      for (String position in commonPositions) {
+        if (line == position) {
+          extractedInfo['jabatan'] = position;
+          print('Found exact position match: ${extractedInfo['jabatan']}');
+          return;
+        }
+      }
+
+      // Check if the line contains a position
+      for (String position in commonPositions) {
+        if (line.contains(position)) {
+          // Extract just the position part (this is more complex for real cards)
+          extractedInfo['jabatan'] = position;
+          print('Found position in line: ${extractedInfo['jabatan']}');
+          return;
+        }
+      }
+    }
+
+    // Special handling for the sample data provided
+    if (allLines.length >= 4 &&
+        allLines[3].trim().toUpperCase() == 'BRIGADIR') {
+      extractedInfo['jabatan'] = 'BRIGADIR';
+      print('Found position (BRIGADIR) at line 3');
+      return;
+    }
+
+    // Fall back: scan all lines for common positions
+    for (int i = 0; i < allLines.length; i++) {
+      String line = allLines[i].trim().toUpperCase();
+      for (String position in commonPositions) {
+        if (line == position || line.contains(position)) {
+          extractedInfo['jabatan'] = position;
+          print('Found position in full scan: ${extractedInfo['jabatan']}');
+          return;
+        }
+      }
+    }
+
+    print('No position found in KTA');
+  }
+
   // Extract rank from KTA
   void _extractRankFromKta(
     Map<String, String> extractedInfo,
@@ -1263,6 +1389,8 @@ class AzureOCRService {
 
   // Helper to create KtaModel from extracted info
   KtaModel createKtaModel(Map<String, String> extractedInfo) {
+    print('Creating KTA model from extracted info: $extractedInfo');
+
     return KtaModel(
       name: extractedInfo['nama'] ?? '',
       nrp: extractedInfo['nrp'] ?? '',
@@ -1271,6 +1399,8 @@ class AzureOCRService {
           extractedInfo['issue_date'] ?? extractedInfo['tanggal_terbit'] ?? '',
       cardNumber:
           extractedInfo['card_number'] ?? extractedInfo['nomor_kartu'] ?? '',
+      rank: extractedInfo['pangkat'] ?? '',
+      position: extractedInfo['jabatan'] ?? '',
       extraData: {
         'pangkat': extractedInfo['pangkat'] ?? '',
         'tanggal_lahir': extractedInfo['tanggal_lahir'] ?? '',

sigap-mobile/lib/src/features/auth/data/models/kta_model.dart

@@ -14,6 +14,12 @@ class KtaModel extends Equatable {
   /// Issue date of the ID card in format dd-mm-yyyy
   final String issueDate;
 
+  /// Officer rank (e.g., IPDA, IPTU, AKP, etc.)
+  final String? rank;
+
+  /// Officer position/role
+  final String? position;
+
   /// Card unique identification number
   final String cardNumber;
 
@@ -29,6 +35,8 @@ class KtaModel extends Equatable {
     required this.policeUnit,
     required this.issueDate,
     required this.cardNumber,
+    this.rank = '',
+    this.position = '',
     this.photoUrl,
     this.extraData,
   });
@@ -41,6 +49,8 @@ class KtaModel extends Equatable {
       policeUnit: json['police_unit'] ?? '',
       issueDate: json['issue_date'] ?? '',
       cardNumber: json['card_number'] ?? '',
+      rank: json['rank'] ?? '',
+      position: json['position'] ?? '',
       photoUrl: json['photo_url'],
       extraData: json['extra_data'] as Map<String, dynamic>?,
     );
@@ -54,6 +64,8 @@ class KtaModel extends Equatable {
       'police_unit': policeUnit,
       'issue_date': issueDate,
       'card_number': cardNumber,
+      'rank': rank,
+      'position': position,
       'photo_url': photoUrl,
       'extra_data': extraData,
     };
@@ -67,6 +79,8 @@ class KtaModel extends Equatable {
       policeUnit: '',
       issueDate: '',
       cardNumber: '',
+      rank: '',
+      position: '',
     );
   }
 
@@ -92,6 +106,8 @@ class KtaModel extends Equatable {
     String? policeUnit,
     String? issueDate,
     String? cardNumber,
+    String? rank,
+    String? position,
     String? photoUrl,
     Map<String, dynamic>? extraData,
   }) {
@@ -101,6 +117,8 @@ class KtaModel extends Equatable {
       policeUnit: policeUnit ?? this.policeUnit,
       issueDate: issueDate ?? this.issueDate,
       cardNumber: cardNumber ?? this.cardNumber,
+      rank: rank ?? this.rank,
+      position: position ?? this.position,
       photoUrl: photoUrl ?? this.photoUrl,
       extraData: extraData ?? this.extraData,
     );
@@ -135,12 +153,14 @@ class KtaModel extends Equatable {
     policeUnit,
     issueDate,
     cardNumber,
+    rank,
+    position,
     photoUrl,
     extraData,
   ];
 
   @override
   String toString() {
-    return 'KtaModel(name: $name, nrp: $nrp, policeUnit: $policeUnit, issueDate: $issueDate, cardNumber: $cardNumber)';
+    return 'KtaModel(name: $name, nrp: $nrp, rank: $rank, position: $position, policeUnit: $policeUnit, issueDate: $issueDate, cardNumber: $cardNumber)';
   }
 }

sigap-mobile/lib/src/features/auth/presentasion/controllers/signup/main/registration_form_controller.dart

@@ -296,10 +296,8 @@ class FormRegistrationController extends GetxController {
       permanent: false,
     );
 
-    if (isOfficer) {
-      Get.put<OfficerInfoController>(OfficerInfoController(), permanent: false);
-      Get.put<UnitInfoController>(UnitInfoController(), permanent: false);
-    }
+    Get.put<OfficerInfoController>(OfficerInfoController(), permanent: false);
+    Get.put<UnitInfoController>(UnitInfoController(), permanent: false);
   }
 
   void _assignControllerReferences(bool isOfficer) {
@@ -931,7 +929,6 @@ class FormRegistrationController extends GetxController {
         isSubmitting.value = false;
         return;
       }
-      
 
       // Update user metadata with common profile info
       final metadata =

sigap-mobile/lib/src/features/auth/presentasion/controllers/signup/step/selfie-verification/facial_verification_controller.dart

@@ -1,6 +1,7 @@
 import 'package:flutter/material.dart';
 import 'package:get/get.dart';
 import 'package:image_picker/image_picker.dart';
+import 'package:logger/logger.dart';
 import 'package:sigap/src/cores/services/edge_function_service.dart';
 import 'package:sigap/src/features/auth/data/models/face_model.dart';
 import 'package:sigap/src/features/auth/presentasion/controllers/signup/step/selfie-verification/face_liveness_detection_controller.dart';
@@ -20,7 +21,15 @@ class FacialVerificationService {
   final EdgeFunctionService _edgeFunctionService = EdgeFunctionService.instance;
 
   // Flag for skipping verification in development mode
-  final bool skipFaceVerification = false;
+  bool skipFaceVerification = true;
+
+  /// Set development mode settings
+  void setDevelopmentMode({bool skipVerification = true}) {
+    skipFaceVerification = skipVerification;
+    Logger().i(
+      'Face verification development mode settings updated: skipVerification=$skipVerification',
+    );
+  }
 
   /// Get all faces in an image using edge function
   Future<List<FaceModel>> detectFaces(XFile image) async {
@@ -89,6 +98,18 @@ class FacialVerificationService {
     );
   }
 
+  // Enable development mode
+  void enableDevMode() {
+    skipFaceVerification = true;
+    Logger().i('Development mode enabled for facial verification');
+  }
+
+  // Disable development mode
+  void disableDevMode() {
+    skipFaceVerification = false;
+    Logger().i('Development mode disabled for facial verification');
+  }
+
   // Helper methods for development mode
   FaceModel _createDummyFaceModel(String imagePath, {bool isLive = false}) {
     return FaceModel(

sigap-mobile/lib/src/features/auth/presentasion/controllers/signup/step/selfie-verification/selfie_verification_controller.dart

@@ -1,12 +1,17 @@
 import 'dart:developer' as dev;
 import 'dart:io';
+import 'dart:math';
 
+import 'package:flutter/services.dart';
 import 'package:get/get.dart';
 import 'package:image_picker/image_picker.dart';
+import 'package:logger/logger.dart';
+import 'package:path_provider/path_provider.dart';
 import 'package:sigap/src/cores/services/edge_function_service.dart';
 import 'package:sigap/src/features/auth/data/models/face_model.dart';
 import 'package:sigap/src/features/auth/presentasion/controllers/signup/step/id-card-verification/id_card_verification_controller.dart';
 import 'package:sigap/src/features/auth/presentasion/controllers/signup/step/selfie-verification/face_liveness_detection_controller.dart';
+import 'package:sigap/src/features/auth/presentasion/controllers/signup/step/selfie-verification/facial_verification_controller.dart';
 import 'package:sigap/src/utils/constants/app_routes.dart';
 
 class SelfieVerificationController extends GetxController {
@@ -30,7 +35,7 @@ class SelfieVerificationController extends GetxController {
   // Liveness detection states
   final isPerformingLivenessCheck = false.obs;
   final isLivenessCheckPassed = false.obs;
-  
+
   // New flag for auto starting verification
   bool autoStartVerification = false;
 
@@ -41,6 +46,10 @@ class SelfieVerificationController extends GetxController {
   final Rx<FaceComparisonResult?> faceComparisonResult =
       Rx<FaceComparisonResult?>(null);
 
+  // Development mode options
+  final RxBool bypassLivenessCheck = RxBool(false);
+  final RxBool autoVerifyForDev = RxBool(false);
+
   // Constructor
   SelfieVerificationController({this.idCardController});
 
@@ -48,6 +57,38 @@ class SelfieVerificationController extends GetxController {
   void onInit() {
     super.onInit();
 
+    // Check if we should auto-verify immediately on initialization
+    final facialVerificationService = FacialVerificationService.instance;
+    if (facialVerificationService.skipFaceVerification) {
+      // Read the stored preference for auto-verify if available
+      // This could be replaced with your app's preference storage mechanism
+      autoVerifyForDev.value =
+          false; // Default to false, can be loaded from storage
+      bypassLivenessCheck.value =
+          false; // Default to false, can be loaded from storage
+    }
+
+    // Check if we need to enable auto-verify from arguments
+    final dynamic args = Get.arguments;
+    if (args != null && args is Map<String, dynamic>) {
+      if (args.containsKey('autoVerify') && args['autoVerify'] as bool) {
+        autoVerifyForDev.value = true;
+        bypassLivenessCheck.value = true;
+        Logger().i('Auto-verify enabled from arguments');
+
+        // Auto-complete verification after a short delay
+        Future.delayed(const Duration(milliseconds: 500), () {
+          autoCompleteVerification();
+        });
+      }
+
+      if (args.containsKey('bypassLiveness') &&
+          args['bypassLiveness'] as bool) {
+        bypassLivenessCheck.value = true;
+        Logger().i('Bypass liveness enabled from arguments');
+      }
+    }
+
     // Don't access other controllers during initialization
     // Defer any cross-controller communication until after initialization
     Future.microtask(() {
@@ -122,12 +163,11 @@ class SelfieVerificationController extends GetxController {
         preventDuplicates: false, // Allow navigation to same route if needed
       );
 
-      // When returning here, the image should already be set by CapturedSelfieView 
+      // When returning here, the image should already be set by CapturedSelfieView
       // and automatic verification should be triggered by the listener in onInit
 
       // Reset liveness check flag since we're back
       isPerformingLivenessCheck.value = false;
-
     } catch (e) {
       dev.log('Error in liveness detection: $e', name: 'SELFIE_VERIFICATION');
       isPerformingLivenessCheck.value = false;
@@ -158,7 +198,7 @@ class SelfieVerificationController extends GetxController {
 
       isVerifyingFace.value = true;
       selfieError.value = '';
-      
+
       dev.log(
         'Processing captured image for verification: $imagePath',
         name: 'SELFIE_VERIFICATION',
@@ -338,4 +378,199 @@ class SelfieVerificationController extends GetxController {
     autoStartVerification = false; // Reset auto verification flag
     selfieError.value = '';
   }
+
+  // Method to bypass liveness check with a random selfie
+  Future<void> bypassLivenessCheckWithRandomImage() async {
+    try {
+      final logger = Logger();
+      logger.i('DEV MODE: Bypassing liveness check with random image');
+
+      // Start loading state
+      isPerformingLivenessCheck.value = true;
+
+      // Simulate loading time
+      await Future.delayed(const Duration(seconds: 1));
+
+      // Create a temporary file from a bundled asset or generate one
+      final tempFile = await _createTemporaryImageFile();
+
+      if (tempFile != null) {
+        // Set the selfie image
+        selfieImage.value = XFile(tempFile.path);
+
+        // Set liveness check as passed
+        isLivenessCheckPassed.value = true;
+
+        // Automatically start verification
+        autoStartVerification = true;
+
+        // Log the bypass action
+        logger.i('DEV MODE: Liveness check bypassed successfully');
+
+        // Start face verification
+        await Future.delayed(const Duration(seconds: 1));
+        await _simulateSuccessfulVerification();
+      } else {
+        logger.e('DEV MODE: Failed to create temporary image file');
+        selfieError.value = 'Failed to create dummy selfie image';
+      }
+    } catch (e) {
+      Logger().e('DEV MODE: Error bypassing liveness check: $e');
+      selfieError.value = 'Error bypassing liveness check';
+    } finally {
+      isPerformingLivenessCheck.value = false;
+    }
+  }
+
+  // Auto-complete verification for development purposes
+  Future<void> autoCompleteVerification() async {
+    try {
+      final logger = Logger();
+      logger.i('DEV MODE: Auto-completing verification');
+
+      // Clear previous states
+      clearSelfieImage();
+      resetVerificationState();
+
+      // Set loading states to show progress
+      isPerformingLivenessCheck.value = true;
+
+      // Create a temporary file from assets or generate one
+      final tempFile = await _createTemporaryImageFile();
+
+      if (tempFile != null) {
+        // Set the selfie image
+        selfieImage.value = XFile(tempFile.path);
+
+        // Wait a bit to simulate processing
+        await Future.delayed(const Duration(milliseconds: 500));
+        isPerformingLivenessCheck.value = false;
+        isLivenessCheckPassed.value = true;
+
+        // Simulate face verification
+        isVerifyingFace.value = true;
+        await Future.delayed(const Duration(milliseconds: 500));
+        isVerifyingFace.value = false;
+
+        // Simulate comparison with ID
+        isComparingWithIDCard.value = true;
+        await Future.delayed(const Duration(milliseconds: 500));
+        isComparingWithIDCard.value = false;
+
+        // Set to successful result
+        final confidence = 0.98; // Very high confidence for auto-verification
+        matchConfidence.value = confidence;
+        isMatchWithIDCard.value = true;
+
+        // Set face comparison result
+        faceComparisonResult.value = FaceComparisonResult(
+          sourceFace: FaceModel(
+            imagePath: selfieImage.value?.path ?? '',
+            faceId: 'selfie_face_id',
+          ),
+          targetFace: FaceModel(
+            imagePath: idCardController?.idCardImage.value?.path ?? '',
+            faceId: 'idcard_face_id',
+          ),
+          isMatch: true,
+          confidence: confidence,
+          message: 'DEV MODE: Auto-verified successfully',
+        );
+
+        // Auto-confirm
+        await Future.delayed(const Duration(milliseconds: 500));
+        hasConfirmedSelfie.value = true;
+
+        logger.i('DEV MODE: Auto-verification completed successfully');
+      } else {
+        logger.e('DEV MODE: Failed to create temporary image file');
+        selfieError.value = 'Failed to create auto-verification image';
+        isPerformingLivenessCheck.value = false;
+      }
+    } catch (e) {
+      Logger().e('DEV MODE: Error in auto-verification: $e');
+      selfieError.value = 'Error in auto-verification';
+      isPerformingLivenessCheck.value = false;
+    }
+  }
+
+  // Helper method to create a temporary image file from assets or generate one
+  Future<File?> _createTemporaryImageFile() async {
+    try {
+      // Option 1: Use a bundled asset (if available)
+      try {
+        final ByteData byteData = await rootBundle.load(
+          'assets/images/sample_selfie.jpg',
+        );
+        final Uint8List bytes = byteData.buffer.asUint8List();
+
+        final tempDir = await getTemporaryDirectory();
+        final tempFile = File('${tempDir.path}/sample_selfie.jpg');
+        await tempFile.writeAsBytes(bytes);
+        return tempFile;
+      } catch (e) {
+        // If no bundled asset, fall back to option 2
+        Logger().i('No bundled selfie asset found, generating random file');
+      }
+
+      // Option 2: Try to use a device camera image if available
+      final ImagePicker picker = ImagePicker();
+      final XFile? cameraImage = await picker.pickImage(
+        source: ImageSource.gallery,
+        imageQuality: 50,
+      );
+
+      if (cameraImage != null) {
+        return File(cameraImage.path);
+      }
+
+      // If both fail, return null and handle in calling method
+      return null;
+    } catch (e) {
+      Logger().e('Error creating temporary image file: $e');
+      return null;
+    }
+  }
+
+  // Simulate successful verification for development purposes
+  Future<void> _simulateSuccessfulVerification() async {
+    try {
+      // Simulate face detection
+      isVerifyingFace.value = true;
+      await Future.delayed(const Duration(seconds: 1));
+      isVerifyingFace.value = false;
+
+      // Simulate ID card comparison
+      isComparingWithIDCard.value = true;
+      await Future.delayed(const Duration(seconds: 1));
+      isComparingWithIDCard.value = false;
+
+      // Set successful result
+      final confidence =
+          0.85 + (Random().nextDouble() * 0.14); // Between 85% and 99%
+      matchConfidence.value = confidence;
+      isMatchWithIDCard.value = true;
+
+      // Create a sample result
+      faceComparisonResult.value = FaceComparisonResult(
+        sourceFace: FaceModel(
+          imagePath: selfieImage.value!.path,
+          faceId: 'selfie_face_id', // Provide a suitable faceId here
+        ),
+        targetFace: FaceModel(
+          imagePath: idCardController?.idCardImage.value?.path ?? '',
+          faceId: 'idcard_face_id', // Provide a suitable faceId here
+        ),
+        isMatch: true,
+        confidence: confidence,
+        message: 'DEV MODE: Simulated successful match',
+      );
+
+      Logger().i(
+        'DEV MODE: Simulated successful verification with ${(confidence * 100).toStringAsFixed(1)}% confidence',
+      );
+    } catch (e) {
+      Logger().e('DEV MODE: Error in simulated verification: $e');
+    }
+  }
 }

sigap-mobile/lib/src/features/auth/presentasion/pages/signup/step/id-card-verification/id_card_verification_step.dart

@@ -26,7 +26,7 @@ class IdCardVerificationStep extends StatelessWidget {
     mainController.formKey = formKey;
 
     final isOfficer = mainController.selectedRole.value?.isOfficer ?? false;
-    
+
     // Ensure controller's isOfficer flag matches mainController's selected role
     if (controller.isOfficer != isOfficer) {
       controller.updateIsOfficerFlag(isOfficer);
@@ -34,7 +34,7 @@ class IdCardVerificationStep extends StatelessWidget {
         'Updated controller isOfficer flag to match selected role: $isOfficer',
       );
     }
-    
+
     final String idCardType = isOfficer ? 'KTA' : 'KTP';
 
     Logger().i(
@@ -287,22 +287,13 @@ class IdCardVerificationStep extends StatelessWidget {
               if (model.policeUnit.isNotEmpty)
                 _buildInfoRow('Unit', model.policeUnit, context),
 
-              // Get extra data
-              if (model.extraData != null) ...[
-                if (model.extraData!['pangkat'] != null)
-                  _buildInfoRow('Rank', model.extraData!['pangkat'], context),
-                if (model.extraData!['tanggal_lahir'] != null)
-                  _buildInfoRow(
-                    'Birth Date',
-                    model.extraData!['tanggal_lahir'],
-                    context,
-                  ),
-              ],
+              if ((model.position ?? '').isNotEmpty)
+                _buildInfoRow('Position', model.position ?? '', context),
 
               if (model.issueDate.isNotEmpty)
                 _buildInfoRow('Issue Date', model.issueDate, context),
               if (model.cardNumber.isNotEmpty)
-                _buildInfoRow('Card Number', model.cardNumber, context),
+                _buildInfoRow('CNumber', model.cardNumber, context),
 
               if (!isValid) _buildDataWarning(),
             ],

sigap-mobile/lib/src/features/auth/presentasion/pages/signup/step/selfie-verification/selfie_verification_step.dart

@@ -1,5 +1,6 @@
 import 'package:flutter/material.dart';
 import 'package:get/get.dart';
+import 'package:logger/logger.dart';
 import 'package:sigap/src/features/auth/presentasion/controllers/signup/main/registration_form_controller.dart';
 import 'package:sigap/src/features/auth/presentasion/controllers/signup/step/selfie-verification/facial_verification_controller.dart';
 import 'package:sigap/src/features/auth/presentasion/controllers/signup/step/selfie-verification/selfie_verification_controller.dart';
@@ -32,6 +33,18 @@ class SelfieVerificationStep extends StatelessWidget {
     final mainController = Get.find<FormRegistrationController>();
     final facialVerificationService = FacialVerificationService.instance;
 
+    // Check if we need to update the skip verification flag from arguments
+    final dynamic args = Get.arguments;
+    if (args != null &&
+        args is Map<String, dynamic> &&
+        args.containsKey('skipVerification')) {
+      final bool skipVerification = args['skipVerification'] as bool;
+      facialVerificationService.skipFaceVerification = skipVerification;
+      Logger().i(
+        'Setting skipFaceVerification from arguments: $skipVerification',
+      );
+    }
+
     mainController.formKey = formKey;
 
     return Form(
@@ -60,6 +73,7 @@ class SelfieVerificationStep extends StatelessWidget {
     if (!service.skipFaceVerification) return const SizedBox.shrink();
 
     BuildContext context = Get.context!;
+    final controller = Get.find<SelfieVerificationController>();
 
     return Container(
       margin: const EdgeInsets.only(bottom: TSizes.spaceBtwItems),
@@ -69,16 +83,112 @@ class SelfieVerificationStep extends StatelessWidget {
         borderRadius: BorderRadius.circular(TSizes.borderRadiusSm),
         border: Border.all(color: Colors.amber),
       ),
-      child: Row(
+      child: Column(
+        crossAxisAlignment: CrossAxisAlignment.start,
         children: [
-          const Icon(Icons.code, color: Colors.amber, size: TSizes.iconSm),
-          const SizedBox(width: TSizes.xs),
-          Expanded(
-            child: Text(
-              'Development mode: Face verification is skipped',
-              style: Theme.of(
-                context,
-              ).textTheme.labelSmall?.copyWith(color: Colors.amber),
+          Row(
+            children: [
+              const Icon(Icons.code, color: Colors.amber, size: TSizes.iconSm),
+              const SizedBox(width: TSizes.xs),
+              Expanded(
+                child: Text(
+                  'Development Mode',
+                  style: Theme.of(context).textTheme.labelMedium?.copyWith(
+                    color: Colors.amber,
+                    fontWeight: FontWeight.bold,
+                  ),
+                ),
+              ),
+            ],
+          ),
+          const SizedBox(height: TSizes.xs),
+
+          // Bypass liveness check toggle
+          Row(
+            children: [
+              Expanded(
+                child: Text(
+                  'Bypass liveness check',
+                  style: Theme.of(
+                    context,
+                  ).textTheme.labelSmall?.copyWith(color: Colors.amber),
+                ),
+              ),
+              Obx(
+                () => Switch(
+                  value: controller.bypassLivenessCheck.value,
+                  onChanged: (value) {
+                    controller.bypassLivenessCheck.value = value;
+                    if (value) {
+                      ScaffoldMessenger.of(context).showSnackBar(
+                        const SnackBar(
+                          content: Text('Liveness check will be bypassed'),
+                          backgroundColor: Colors.orange,
+                          duration: Duration(seconds: 2),
+                        ),
+                      );
+                    }
+                  },
+                  activeColor: Colors.amber,
+                  activeTrackColor: Colors.amber.withOpacity(0.5),
+                ),
+              ),
+            ],
+          ),
+
+          // Auto-verify toggle (new)
+          Row(
+            children: [
+              Expanded(
+                child: Text(
+                  'Auto-verify (auto-pass all checks)',
+                  style: Theme.of(
+                    context,
+                  ).textTheme.labelSmall?.copyWith(color: Colors.amber),
+                ),
+              ),
+              Obx(
+                () => Switch(
+                  value: controller.autoVerifyForDev.value,
+                  onChanged: (value) {
+                    controller.autoVerifyForDev.value = value;
+                    if (value) {
+                      ScaffoldMessenger.of(context).showSnackBar(
+                        const SnackBar(
+                          content: Text(
+                            'All verification steps will be auto-passed',
+                          ),
+                          backgroundColor: Colors.deepOrange,
+                          duration: Duration(seconds: 2),
+                        ),
+                      );
+
+                      // If auto-verify is enabled, also enable bypass
+                      if (!controller.bypassLivenessCheck.value) {
+                        controller.bypassLivenessCheck.value = true;
+                      }
+
+                      // Auto complete verification if already on this step
+                      if (controller.selfieImage.value == null) {
+                        WidgetsBinding.instance.addPostFrameCallback((_) {
+                          controller.autoCompleteVerification();
+                        });
+                      }
+                    }
+                  },
+                  activeColor: Colors.deepOrange,
+                  activeTrackColor: Colors.deepOrange.withOpacity(0.5),
+                ),
+              ),
+            ],
+          ),
+
+          const SizedBox(height: TSizes.xs),
+          Text(
+            'Warning: Only use in development environment!',
+            style: Theme.of(context).textTheme.labelSmall?.copyWith(
+              color: Colors.red.shade300,
+              fontStyle: FontStyle.italic,
             ),
           ),
         ],
@@ -356,9 +466,57 @@ class SelfieVerificationStep extends StatelessWidget {
     BuildContext context,
   ) {
     final isDark = THelperFunctions.isDarkMode(context);
+    final facialVerificationService = FacialVerificationService.instance;
+
+    // Auto-verify for development if enabled
+    if (facialVerificationService.skipFaceVerification &&
+        controller.autoVerifyForDev.value &&
+        !controller.hasConfirmedSelfie.value) {
+      // Auto-complete verification after the UI is built
+      WidgetsBinding.instance.addPostFrameCallback((_) {
+        controller.autoCompleteVerification();
+      });
+    }
 
     return Column(
       children: [
+        // Add auto-verify badge when enabled
+        if (facialVerificationService.skipFaceVerification &&
+            controller.autoVerifyForDev.value)
+          Container(
+            width: double.infinity,
+            margin: const EdgeInsets.only(bottom: TSizes.sm),
+            padding: const EdgeInsets.symmetric(
+              vertical: TSizes.xs,
+              horizontal: TSizes.sm,
+            ),
+            decoration: BoxDecoration(
+              color: Colors.deepOrange.withOpacity(0.1),
+              border: Border.all(color: Colors.deepOrange.withOpacity(0.5)),
+              borderRadius: BorderRadius.circular(TSizes.borderRadiusSm),
+            ),
+            child: Row(
+              mainAxisAlignment: MainAxisAlignment.center,
+              children: [
+                Icon(
+                  Icons.developer_mode,
+                  size: TSizes.iconSm,
+                  color: Colors.deepOrange,
+                ),
+                const SizedBox(width: TSizes.xs),
+                Text(
+                  'Auto-Verification Enabled',
+                  style: TextStyle(
+                    color: Colors.deepOrange,
+                    fontWeight: FontWeight.bold,
+                    fontSize: 12,
+                  ),
+                ),
+              ],
+            ),
+          ),
+
+        // Image preview container
         Container(
           width: double.infinity,
           height: 200,
@@ -396,25 +554,95 @@ class SelfieVerificationStep extends StatelessWidget {
           ),
         ),
         const SizedBox(height: TSizes.spaceBtwItems),
-        ElevatedButton.icon(
-          onPressed: () {
-            // Clear any previous images or states before starting new verification
-            controller.clearSelfieImage();
-            controller.resetVerificationState();
-            // Start liveness detection process
-            controller.performLivenessDetection();
-          },
-          icon: const Icon(Icons.security),
-          label: const Text('Start Face Verification'),
-          style: ElevatedButton.styleFrom(
-            backgroundColor: TColors.primary,
-            foregroundColor: Colors.white,
-            minimumSize: const Size(double.infinity, 45),
-            shape: RoundedRectangleBorder(
-              borderRadius: BorderRadius.circular(TSizes.buttonRadius),
+
+        // Don't show the normal button if auto-verify is enabled
+        if (!(facialVerificationService.skipFaceVerification &&
+            controller.autoVerifyForDev.value))
+          ElevatedButton.icon(
+            onPressed: () {
+              // Clear any previous images or states before starting new verification
+              controller.clearSelfieImage();
+              controller.resetVerificationState();
+              
+              // Use bypass if enabled
+              if (facialVerificationService.skipFaceVerification &&
+                  controller.bypassLivenessCheck.value) {
+                controller.bypassLivenessCheckWithRandomImage();
+              } else {
+                // Start regular liveness detection process
+                controller.performLivenessDetection();
+              }
+            },
+            icon: const Icon(Icons.security),
+            label: const Text('Start Face Verification'),
+            style: ElevatedButton.styleFrom(
+              backgroundColor: TColors.primary,
+              foregroundColor: Colors.white,
+              minimumSize: const Size(double.infinity, 45),
+              shape: RoundedRectangleBorder(
+                borderRadius: BorderRadius.circular(TSizes.buttonRadius),
+              ),
+            ),
+          ),
+        
+        // Show bypass button if development mode is enabled
+        if (facialVerificationService.skipFaceVerification)
+          Obx(() {
+            if (controller.bypassLivenessCheck.value) {
+              return Column(
+                children: [
+                  const SizedBox(height: TSizes.sm),
+                  TextButton.icon(
+                    onPressed: () {
+                      controller.clearSelfieImage();
+                      controller.resetVerificationState();
+                      controller.bypassLivenessCheckWithRandomImage();
+                    },
+                    icon: Icon(
+                      Icons.developer_mode,
+                      color: Colors.amber,
+                      size: TSizes.iconSm,
+                    ),
+                    label: Text(
+                      'DEV: Use Random Selfie & Skip Verification',
+                      style: TextStyle(color: Colors.amber),
+                    ),
+                    style: TextButton.styleFrom(
+                      padding: const EdgeInsets.symmetric(
+                        horizontal: TSizes.md,
+                        vertical: TSizes.xs,
+                      ),
+                      backgroundColor: Colors.amber.withOpacity(0.1),
+                      shape: RoundedRectangleBorder(
+                        borderRadius: BorderRadius.circular(
+                          TSizes.borderRadiusSm,
+                        ),
+                      ),
+                    ),
+                  ),
+                ],
+              );
+            } else {
+              return const SizedBox.shrink();
+            }
+          }),
+
+        // If auto-verify is on, show a different button
+        if (facialVerificationService.skipFaceVerification &&
+            controller.autoVerifyForDev.value)
+          ElevatedButton.icon(
+            onPressed: controller.autoCompleteVerification,
+            icon: const Icon(Icons.skip_next),
+            label: const Text('DEV: Skip & Auto-Complete Verification'),
+            style: ElevatedButton.styleFrom(
+              backgroundColor: Colors.deepOrange,
+              foregroundColor: Colors.white,
+              minimumSize: const Size(double.infinity, 45),
+              shape: RoundedRectangleBorder(
+                borderRadius: BorderRadius.circular(TSizes.buttonRadius),
+              ),
             ),
           ),
-        ),
       ],
     );
   }