Implement wallet deduction after success & fix display issues

🚀 Major improvements to agent system:

## Wallet Management ✅
- Move wallet deduction to AFTER successful processing (not before)
- Add real-time wallet balance updates in frontend
- Prevent users from losing money on failed requests
- Update both data_analyzer and weather_reporter processors

## Data Analyzer Agent 📊
- Fix N8N integration to handle array response format
- Add binary PDF file upload (multipart/form-data)
- Implement real-time AJAX results display below form
- Add wallet balance updates after successful processing
- Support continuous workflow with "Analyze Another File"

## Weather Reporter Agent 🌤️
- Update price from 2.5 AED to 2.0 AED
- Fix results display (was using page reload, now AJAX)
- Add real-time wallet balance updates
- Implement dynamic results rendering below form
- Add "Get Another Report" functionality

## Template System 🎨
- Update agent generator templates with correct wallet flow
- Add data-wallet-balance attributes for easy targeting
- Fix JavaScript querySelector errors
- Implement proper error handling and logging

## Documentation 📚
- Update CLAUDE.md with wallet best practices
- Add examples of current production agents
- Document required JavaScript functions
- Update pricing information and modern agent features
- Add gitignore entries for nextjs/ and netcop-ai-hub/

## Frontend JavaScript 💻
- Add updateWalletBalance() function for real-time updates
- Implement displayResults() for dynamic content rendering
- Add proper error handling with user-friendly messages
- Support continuous workflow without page refresh

🎉 Generated with [Claude Code](https://claude.ai/code)

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

.gitignore

@@ -225,4 +225,8 @@ ipython_config.py
 *.pem
 *.p12
 *.pfx
-secrets.jsonnetcop-ai-hub/
+secrets.json
+
+# NextJS frontend directory
+nextjs/
+netcop-ai-hub/

agent_base/templates/agent_generator/__init__.py

@@ -0,0 +1 @@
+# {{ agent_name }} Agent App

agent_base/templates/agent_generator/admin.py

@@ -0,0 +1,19 @@
+from django.contrib import admin
+from .models import {{ agent_name_camel }}Request, {{ agent_name_camel }}Response
+
+
+@admin.register({{ agent_name_camel }}Request)
+class {{ agent_name_camel }}RequestAdmin(admin.ModelAdmin):
+    list_display = ['id', 'user', 'status', 'created_at', 'cost']
+    list_filter = ['status', 'created_at']
+    search_fields = ['user__email', 'user__username']
+    readonly_fields = ['id', 'created_at', 'processed_at']
+    ordering = ['-created_at']
+
+
+@admin.register({{ agent_name_camel }}Response)
+class {{ agent_name_camel }}ResponseAdmin(admin.ModelAdmin):
+    list_display = ['id', 'request', 'success', 'created_at']
+    list_filter = ['success', 'created_at']
+    readonly_fields = ['id', 'created_at']
+    ordering = ['-created_at']

agent_base/templates/agent_generator/api_models.py

@@ -0,0 +1,35 @@
+from django.db import models
+from decimal import Decimal
+from agent_base.models import BaseAgentRequest, BaseAgentResponse
+
+
+class {{ agent_name_camel }}Request(BaseAgentRequest):
+    """{{ agent_name }} request tracking"""
+    
+    # Agent-specific request fields
+    {% for field in request_fields %}{{ field.name }} = models.{{ field.type }}({{ field.args }})
+    {% endfor %}
+    
+    class Meta:
+        db_table = '{{ agent_slug_underscore }}_requests'
+        verbose_name = '{{ agent_name }} Request'
+        verbose_name_plural = '{{ agent_name }} Requests'
+
+
+class {{ agent_name_camel }}Response(BaseAgentResponse):
+    """{{ agent_name }} response storage"""
+    
+    request = models.OneToOneField(
+        {{ agent_name_camel }}Request, 
+        on_delete=models.CASCADE, 
+        related_name='response'
+    )
+    
+    # Agent-specific response fields
+    {% for field in response_fields %}{{ field.name }} = models.{{ field.type }}({{ field.args }})
+    {% endfor %}
+    
+    class Meta:
+        db_table = '{{ agent_slug_underscore }}_responses'
+        verbose_name = '{{ agent_name }} Response'
+        verbose_name_plural = '{{ agent_name }} Responses'

agent_base/templates/agent_generator/api_processor.py

@@ -0,0 +1,103 @@
+from agent_base.processors import StandardAPIProcessor
+from django.utils import timezone
+from django.conf import settings
+from .models import {{ agent_name_camel }}Request, {{ agent_name_camel }}Response
+import json
+
+
+class {{ agent_name_camel }}Processor(StandardAPIProcessor):
+    """API processor for {{ agent_name }} agent"""
+    
+    agent_slug = '{{ agent_slug }}'
+    api_base_url = '{{ api_base_url }}'
+    api_key_env = '{{ api_key_env }}'
+    auth_method = '{{ auth_method }}'
+    
+    def prepare_request_data(self, **kwargs):
+        """Prepare API request data"""
+        {% if api_params %}data = {}
+        {% for param in api_params %}data['{{ param.name }}'] = kwargs.get('{{ param.value }}', '')
+        {% endfor %}return data{% else %}return {
+            'query': kwargs.get('query', ''),
+        }{% endif %}
+    
+    def should_use_get(self, **kwargs):
+        """Use GET method for API calls"""
+        return {{ use_get_method }}
+    
+    def build_url(self, **kwargs):
+        """Build the complete API URL"""
+        {% if endpoint_params %}url = self.api_base_url
+        {% for param in endpoint_params %}url = url.replace('{{'{{ param.name }}}}', str(kwargs.get('{{ param.name }}', '')))
+        {% endfor %}return url{% else %}return self.api_base_url{% endif %}
+    
+    def process_response(self, response_data, request_obj):
+        """Process the API response"""
+        try:
+            request_obj.status = 'processing'
+            request_obj.save()
+            
+            # Extract response data
+            {% for field in response_processing %}{% if field.source %}{{ field.name }} = self.get_nested_value(response_data, '{{ field.source }}') or {{ field.default }}{% else %}{{ field.name }} = response_data if response_data else {{ field.default }}{% endif %}
+            {% endfor %}
+            
+            # Determine success based on response (check for valid data)
+            success = (response_data.get('success', True) if isinstance(response_data, dict) else True) and bool(response_data)
+            
+            # Create response object
+            response_obj = {{ agent_name_camel }}Response.objects.create(
+                request=request_obj,
+                success=success,
+                processing_time=response_data.get('processing_time', 0) if isinstance(response_data, dict) else 0,
+                {% for field in response_processing %}{{ field.name }}={{ field.name }},
+                {% endfor %}
+            )
+            
+            # Only deduct wallet balance after successful processing
+            if success:
+                request_obj.user.deduct_balance(
+                    request_obj.cost,
+                    f"{{ agent_name }} - API Request",
+                    '{{ agent_slug }}'
+                )
+                print(f"{self.agent_slug}: Wallet deducted {request_obj.cost} AED for successful processing")
+            
+            # Update request as completed
+            request_obj.status = 'completed' if success else 'failed'
+            request_obj.processed_at = timezone.now()
+            request_obj.save()
+            
+            return response_obj
+            
+        except Exception as e:
+            # Handle error
+            request_obj.status = 'failed'
+            request_obj.save()
+            
+            # Create error response
+            error_response = {{ agent_name_camel }}Response.objects.create(
+                request=request_obj,
+                success=False,
+                error_message=str(e),
+                processing_time=0
+            )
+            
+            raise Exception(f"Failed to process {{ agent_name }} response: {e}")
+    
+    def get_nested_value(self, data, path):
+        """Get nested value from dictionary using dot notation"""
+        if not path or not isinstance(data, dict):
+            return None
+        
+        keys = path.split('.')
+        value = data
+        
+        for key in keys:
+            if isinstance(value, dict) and key in value:
+                value = value[key]
+            elif isinstance(value, list) and key.isdigit() and int(key) < len(value):
+                value = value[int(key)]
+            else:
+                return None
+        
+        return value

agent_base/templates/agent_generator/apps.py

@@ -0,0 +1,6 @@
+from django.apps import AppConfig
+
+
+class {{ agent_name_camel }}Config(AppConfig):
+    default_auto_field = 'django.db.models.BigAutoField'
+    name = '{{ agent_slug_underscore }}'

agent_base/templates/agent_generator/urls.py

@@ -0,0 +1,10 @@
+from django.urls import path
+from . import views
+
+app_name = '{{ agent_slug_underscore }}'
+
+urlpatterns = [
+    path('', views.{{ agent_slug_underscore }}_detail, name='detail'),
+    path('process/', views.{{ agent_name_camel }}ProcessView.as_view(), name='process'),
+    path('result/<uuid:request_id>/', views.{{ agent_slug_underscore }}_result, name='result'),
+]

agent_base/templates/agent_generator/views.py

@@ -0,0 +1,123 @@
+from django.shortcuts import render, redirect
+from django.contrib.auth.decorators import login_required
+from django.contrib import messages
+from django.http import JsonResponse
+from django.views.decorators.csrf import csrf_exempt
+from django.utils.decorators import method_decorator
+from django.views import View
+from agent_base.models import BaseAgent
+from .models import {{ agent_name_camel }}Request, {{ agent_name_camel }}Response
+from .processor import {{ agent_name_camel }}Processor
+import json
+
+
+@login_required
+def {{ agent_slug_underscore }}_detail(request):
+    """Detail page for {{ agent_name }} agent"""
+    try:
+        agent = BaseAgent.objects.get(slug='{{ agent_slug }}')
+    except BaseAgent.DoesNotExist:
+        messages.error(request, '{{ agent_name }} agent not found.')
+        return redirect('core:homepage')
+    
+    # Get user's recent requests
+    user_requests = {{ agent_name_camel }}Request.objects.filter(
+        user=request.user
+    ).order_by('-created_at')[:10]
+    
+    context = {
+        'agent': agent,
+        'user_requests': user_requests
+    }
+    return render(request, '{{ agent_slug_underscore }}/detail.html', context)
+
+
+@method_decorator(csrf_exempt, name='dispatch')
+class {{ agent_name_camel }}ProcessView(View):
+    """Process {{ agent_name }} requests"""
+    
+    def post(self, request):
+        if not request.user.is_authenticated:
+            return JsonResponse({'error': 'Authentication required'}, status=401)
+        
+        try:
+            # Parse request data
+            {% if agent_type == 'api' and 'pdf' in agent_slug %}# Handle multipart form data for file uploads
+            data = request.POST.dict()
+            files = request.FILES
+            {% else %}data = json.loads(request.body){% endif %}
+            
+            # Get agent
+            agent = BaseAgent.objects.get(slug='{{ agent_slug }}')
+            
+            # Check wallet balance
+            if not request.user.has_sufficient_balance(agent.price):
+                return JsonResponse({'error': 'Insufficient wallet balance'}, status=400)
+            
+            # Create request object (no wallet deduction yet - only after successful processing)
+            agent_request = {{ agent_name_camel }}Request.objects.create(
+                user=request.user,
+                agent=agent,
+                cost=agent.price,
+                {% for field in request_creation %}{{ field.name }}=data.get('{{ field.source }}', '{{ field.default }}'),
+                {% endfor %}
+            )
+            
+            # Process request
+            processor = {{ agent_name_camel }}Processor()
+            result = processor.process_request(
+                request_obj=agent_request,
+                user_id=request.user.id,
+                {% for param in processor_params %}{{ param.name }}=data.get('{{ param.source }}'),
+                {% endfor %}
+            )
+            
+            # Refresh user from database to get updated wallet balance
+            request.user.refresh_from_db()
+            
+            return JsonResponse({
+                'success': True,
+                'request_id': str(agent_request.id),
+                'message': '{{ agent_name }} request processed successfully',
+                'wallet_balance': float(request.user.wallet_balance)
+            })
+            
+        except BaseAgent.DoesNotExist:
+            return JsonResponse({'error': '{{ agent_name }} agent not found'}, status=404)
+        except Exception as e:
+            return JsonResponse({'error': str(e)}, status=500)
+
+
+@login_required
+def {{ agent_slug_underscore }}_result(request, request_id):
+    """Get result for a specific request"""
+    try:
+        agent_request = {{ agent_name_camel }}Request.objects.get(
+            id=request_id,
+            user=request.user
+        )
+        
+        if hasattr(agent_request, 'response'):
+            response = agent_request.response
+            # Refresh user to get current wallet balance
+            request.user.refresh_from_db()
+            
+            return JsonResponse({
+                'success': response.success,
+                'status': agent_request.status,
+                {% for field in result_fields %}'{{ field.name }}': getattr(response, '{{ field.name }}', None),
+                {% endfor %}'processing_time': float(response.processing_time) if response.processing_time else None,
+                'error_message': response.error_message,
+                'wallet_balance': float(request.user.wallet_balance)
+            })
+        else:
+            return JsonResponse({
+                'success': False,
+                'status': agent_request.status,
+                'message': 'Processing in progress...'
+            })
+            
+    except {{ agent_name_camel }}Request.DoesNotExist:
+        return JsonResponse({'error': 'Request not found'}, status=404)
+    except Exception as e:
+        return JsonResponse({'error': str(e)}, status=500)

agent_base/templates/agent_generator/weather_api_processor.py

@@ -0,0 +1,140 @@
+from agent_base.processors import StandardAPIProcessor
+from django.utils import timezone
+from django.conf import settings
+from .models import {{ agent_name_camel }}Request, {{ agent_name_camel }}Response
+import json
+
+
+class {{ agent_name_camel }}Processor(StandardAPIProcessor):
+    """Weather API processor for {{ agent_name }} agent"""
+    
+    agent_slug = '{{ agent_slug }}'
+    api_base_url = '{{ api_base_url }}'
+    api_key_env = '{{ api_key_env }}'
+    auth_method = '{{ auth_method }}'
+    
+    def prepare_request_data(self, **kwargs):
+        """Prepare weather API request data"""
+        return {
+            'q': kwargs.get('location', ''),
+            'units': 'metric',
+            'appid': self.get_api_key()
+        }
+    
+    def should_use_get(self, **kwargs):
+        """Use GET method for weather API calls"""
+        return True
+    
+    def build_url(self, **kwargs):
+        """Build the complete weather API URL"""
+        location = kwargs.get('location', '')
+        base_url = self.api_base_url
+        if '?' not in base_url:
+            base_url += '?'
+        return base_url
+    
+    def process_response(self, response_data, request_obj):
+        """Process the weather API response"""
+        try:
+            request_obj.status = 'processing'
+            request_obj.save()
+            
+            # Extract weather data
+            weather_data = response_data if response_data else {}
+            temperature = self.get_nested_value(response_data, 'main.temp')
+            description = self.get_nested_value(response_data, 'weather.0.description') or ''
+            humidity = self.get_nested_value(response_data, 'main.humidity')
+            wind_speed = self.get_nested_value(response_data, 'wind.speed')
+            
+            # Generate formatted report
+            formatted_report = self.generate_weather_report(
+                weather_data, 
+                request_obj.location, 
+                request_obj.report_type
+            )
+            
+            # Determine success based on weather data availability
+            success = bool(weather_data.get('main')) and temperature is not None
+            
+            # Create response object
+            response_obj = {{ agent_name_camel }}Response.objects.create(
+                request=request_obj,
+                success=success,
+                processing_time=0,
+                weather_data=weather_data,
+                temperature=temperature,
+                description=description.title() if description else '',
+                humidity=humidity,
+                wind_speed=wind_speed,
+                formatted_report=formatted_report,
+            )
+            
+            # Only deduct wallet balance after successful processing
+            if success:
+                request_obj.user.deduct_balance(
+                    request_obj.cost,
+                    f"{{ agent_name }} - Weather for {request_obj.location}",
+                    '{{ agent_slug }}'
+                )
+                print(f"{self.agent_slug}: Wallet deducted {request_obj.cost} AED for successful processing")
+            
+            # Update request as completed
+            request_obj.status = 'completed' if success else 'failed'
+            request_obj.processed_at = timezone.now()
+            request_obj.save()
+            
+            return response_obj
+            
+        except Exception as e:
+            # Handle error
+            request_obj.status = 'failed'
+            request_obj.save()
+            
+            # Create error response
+            error_response = {{ agent_name_camel }}Response.objects.create(
+                request=request_obj,
+                success=False,
+                error_message=str(e),
+                processing_time=0
+            )
+            
+            raise Exception(f"Failed to process weather response: {e}")
+    
+    def generate_weather_report(self, weather_data, location, report_type):
+        """Generate formatted weather report"""
+        if not weather_data or 'main' not in weather_data:
+            return f"Unable to get weather data for {location}"
+        
+        temp = weather_data.get('main', {}).get('temp', 'N/A')
+        description = weather_data.get('weather', [{}])[0].get('description', 'N/A')
+        humidity = weather_data.get('main', {}).get('humidity', 'N/A')
+        wind_speed = weather_data.get('wind', {}).get('speed', 'N/A')
+        feels_like = weather_data.get('main', {}).get('feels_like', 'N/A')
+        
+        if report_type == 'current':
+            return f"Current weather in {location}: {description.title()}, {temp}°C"
+        else:
+            return f"""Weather Report for {location}:
+            
+🌡️ Temperature: {temp}°C (feels like {feels_like}°C)
+🌤️ Conditions: {description.title()}
+💧 Humidity: {humidity}%
+💨 Wind Speed: {wind_speed} m/s"""
+    
+    def get_nested_value(self, data, path):
+        """Get nested value from dictionary using dot notation"""
+        if not path or not isinstance(data, dict):
+            return None
+        
+        keys = path.split('.')
+        value = data
+        
+        for key in keys:
+            if isinstance(value, dict) and key in value:
+                value = value[key]
+            elif isinstance(value, list) and key.isdigit() and int(key) < len(value):
+                value = value[int(key)]
+            else:
+                return None
+        
+        return value

agent_base/templates/agent_generator/webhook_models.py

@@ -0,0 +1,35 @@
+from django.db import models
+from decimal import Decimal
+from agent_base.models import BaseAgentRequest, BaseAgentResponse
+
+
+class {{ agent_name_camel }}Request(BaseAgentRequest):
+    """{{ agent_name }} request tracking"""
+    
+    # Agent-specific request fields
+    {% for field in request_fields %}{{ field.name }} = models.{{ field.type }}({{ field.args }})
+    {% endfor %}
+    
+    class Meta:
+        db_table = '{{ agent_slug_underscore }}_requests'
+        verbose_name = '{{ agent_name }} Request'
+        verbose_name_plural = '{{ agent_name }} Requests'
+
+
+class {{ agent_name_camel }}Response(BaseAgentResponse):
+    """{{ agent_name }} response storage"""
+    
+    request = models.OneToOneField(
+        {{ agent_name_camel }}Request, 
+        on_delete=models.CASCADE, 
+        related_name='response'
+    )
+    
+    # Agent-specific response fields
+    {% for field in response_fields %}{{ field.name }} = models.{{ field.type }}({{ field.args }})
+    {% endfor %}
+    
+    class Meta:
+        db_table = '{{ agent_slug_underscore }}_responses'
+        verbose_name = '{{ agent_name }} Response'
+        verbose_name_plural = '{{ agent_name }} Responses'

agent_base/templates/agent_generator/webhook_processor.py

@@ -0,0 +1,70 @@
+from agent_base.processors import StandardWebhookProcessor
+from django.utils import timezone
+from django.conf import settings
+from .models import {{ agent_name_camel }}Request, {{ agent_name_camel }}Response
+import json
+
+
+class {{ agent_name_camel }}Processor(StandardWebhookProcessor):
+    """Webhook processor for {{ agent_name }} agent"""
+    
+    agent_slug = '{{ agent_slug }}'
+    webhook_url = settings.N8N_WEBHOOK_{{ agent_slug_underscore|upper }}
+    agent_id = '{{ agent_id }}'
+    
+    def prepare_message_text(self, **kwargs):
+        """Prepare message for N8N webhook"""
+        return "{{ message_format }}".format(**kwargs)
+    
+    def process_response(self, response_data, request_obj):
+        """Process webhook response"""
+        try:
+            request_obj.status = 'processing'
+            request_obj.save()
+            
+            # Extract response data
+            {% for field in response_processing %}{% if field.source %}{{ field.name }} = response_data.get('{{ field.source }}', {{ field.default }}){% else %}{{ field.name }} = response_data if response_data else {{ field.default }}{% endif %}
+            {% endfor %}
+            
+            # Determine success based on response
+            success = response_data.get('success', True) and response_data.get('status') == 'success'
+            
+            # Create response object
+            response_obj = {{ agent_name_camel }}Response.objects.create(
+                request=request_obj,
+                success=success,
+                processing_time=response_data.get('processing_time', 0),
+                {% for field in response_processing %}{{ field.name }}={{ field.name }},
+                {% endfor %}
+            )
+            
+            # Only deduct wallet balance after successful processing
+            if success:
+                request_obj.user.deduct_balance(
+                    request_obj.cost,
+                    f"{{ agent_name }} - Processing",
+                    '{{ agent_slug }}'
+                )
+                print(f"{self.agent_slug}: Wallet deducted {request_obj.cost} AED for successful processing")
+            
+            # Update request as completed
+            request_obj.status = 'completed' if success else 'failed'
+            request_obj.processed_at = timezone.now()
+            request_obj.save()
+            
+            return response_obj
+            
+        except Exception as e:
+            # Handle error
+            request_obj.status = 'failed'
+            request_obj.save()
+            
+            # Create error response
+            error_response = {{ agent_name_camel }}Response.objects.create(
+                request=request_obj,
+                success=False,
+                error_message=str(e),
+                processing_time=0
+            )
+            
+            raise Exception(f"Failed to process {{ agent_name }} response: {e}")

data_analyzer/__init__.py

@@ -0,0 +1 @@
+# Data Analysis Agent Agent App

data_analyzer/admin.py

@@ -0,0 +1,19 @@
+from django.contrib import admin
+from .models import DataAnalysisAgentRequest, DataAnalysisAgentResponse
+
+
+@admin.register(DataAnalysisAgentRequest)
+class DataAnalysisAgentRequestAdmin(admin.ModelAdmin):
+    list_display = ['id', 'user', 'status', 'created_at', 'cost']
+    list_filter = ['status', 'created_at']
+    search_fields = ['user__email', 'user__username']
+    readonly_fields = ['id', 'created_at', 'processed_at']
+    ordering = ['-created_at']
+
+
+@admin.register(DataAnalysisAgentResponse)
+class DataAnalysisAgentResponseAdmin(admin.ModelAdmin):
+    list_display = ['id', 'request', 'success', 'created_at']
+    list_filter = ['success', 'created_at']
+    readonly_fields = ['id', 'created_at']
+    ordering = ['-created_at']

data_analyzer/apps.py

@@ -0,0 +1,6 @@
+from django.apps import AppConfig
+
+
+class DataAnalysisAgentConfig(AppConfig):
+    default_auto_field = 'django.db.models.BigAutoField'
+    name = 'data_analyzer'

data_analyzer/migrations/0001_initial.py

@@ -0,0 +1,58 @@
+# Generated by Django 5.2.4 on 2025-07-10 04:09
+
+import django.db.models.deletion
+import uuid
+from django.conf import settings
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    initial = True
+
+    dependencies = [
+        ('agent_base', '0001_initial'),
+        migrations.swappable_dependency(settings.AUTH_USER_MODEL),
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='DataAnalysisAgentRequest',
+            fields=[
+                ('id', models.UUIDField(default=uuid.uuid4, editable=False, primary_key=True, serialize=False)),
+                ('status', models.CharField(choices=[('pending', 'Pending'), ('processing', 'Processing'), ('completed', 'Completed'), ('failed', 'Failed')], default='pending', max_length=20)),
+                ('cost', models.DecimalField(decimal_places=2, max_digits=10)),
+                ('created_at', models.DateTimeField(auto_now_add=True)),
+                ('processed_at', models.DateTimeField(blank=True, null=True)),
+                ('data_file', models.FileField(blank=True, upload_to='uploads/data_analyzer/')),
+                ('analysis_type', models.CharField(choices=[('summary', 'Summary Analysis'), ('detailed', 'Detailed Analysis'), ('statistical', 'Statistical Analysis')], default='summary', max_length=50)),
+                ('agent', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='agent_base.baseagent')),
+                ('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)),
+            ],
+            options={
+                'verbose_name': 'Data Analysis Agent Request',
+                'verbose_name_plural': 'Data Analysis Agent Requests',
+                'db_table': 'data_analyzer_requests',
+            },
+        ),
+        migrations.CreateModel(
+            name='DataAnalysisAgentResponse',
+            fields=[
+                ('id', models.UUIDField(default=uuid.uuid4, editable=False, primary_key=True, serialize=False)),
+                ('success', models.BooleanField(default=False)),
+                ('error_message', models.TextField(blank=True)),
+                ('processing_time', models.DecimalField(blank=True, decimal_places=2, max_digits=10, null=True)),
+                ('created_at', models.DateTimeField(auto_now_add=True)),
+                ('analysis_results', models.JSONField(blank=True, default=dict)),
+                ('insights_summary', models.TextField(blank=True)),
+                ('report_text', models.TextField(blank=True)),
+                ('raw_response', models.JSONField(blank=True, default=dict)),
+                ('request', models.OneToOneField(on_delete=django.db.models.deletion.CASCADE, related_name='response', to='data_analyzer.dataanalysisagentrequest')),
+            ],
+            options={
+                'verbose_name': 'Data Analysis Agent Response',
+                'verbose_name_plural': 'Data Analysis Agent Responses',
+                'db_table': 'data_analyzer_responses',
+            },
+        ),
+    ]

data_analyzer/migrations/0002_auto_20250710_0431.py

@@ -0,0 +1,47 @@
+# Generated by Django 5.2.4 on 2025-07-10 04:31
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('data_analyzer', '0001_initial'),
+    ]
+
+    operations = [
+        # Add new fields only (don't remove old ones to avoid conflicts)
+        migrations.AddField(
+            model_name='dataanalysisagentrequest',
+            name='data_file',
+            field=models.FileField(blank=True, upload_to='uploads/data_analyzer/'),
+        ),
+        migrations.AddField(
+            model_name='dataanalysisagentrequest',
+            name='analysis_type',
+            field=models.CharField(
+                choices=[
+                    ('summary', 'Summary Analysis'),
+                    ('detailed', 'Detailed Analysis'),
+                    ('statistical', 'Statistical Analysis'),
+                ],
+                default='summary',
+                max_length=50
+            ),
+        ),
+        migrations.AddField(
+            model_name='dataanalysisagentresponse',
+            name='analysis_results',
+            field=models.JSONField(blank=True, default=dict),
+        ),
+        migrations.AddField(
+            model_name='dataanalysisagentresponse',
+            name='insights_summary',
+            field=models.TextField(blank=True),
+        ),
+        migrations.AddField(
+            model_name='dataanalysisagentresponse',
+            name='report_text',
+            field=models.TextField(blank=True),
+        ),
+    ]

data_analyzer/migrations/0003_dataanalysisagentrequest_input_text_and_more.py

@@ -0,0 +1,23 @@
+# Generated by Django 5.2.4 on 2025-07-10 04:33
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('data_analyzer', '0002_auto_20250710_0431'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='dataanalysisagentrequest',
+            name='input_text',
+            field=models.TextField(blank=True, null=True),
+        ),
+        migrations.AddField(
+            model_name='dataanalysisagentresponse',
+            name='output_text',
+            field=models.TextField(blank=True, null=True),
+        ),
+    ]

data_analyzer/models.py

@@ -0,0 +1,51 @@
+from django.db import models
+from decimal import Decimal
+from agent_base.models import BaseAgentRequest, BaseAgentResponse
+
+
+class DataAnalysisAgentRequest(BaseAgentRequest):
+    """Data Analysis Agent request tracking"""
+    
+    # Agent-specific request fields  
+    data_file = models.FileField(upload_to='uploads/data_analyzer/', blank=True)
+    analysis_type = models.CharField(
+        max_length=50,
+        choices=[
+            ('summary', 'Summary Analysis'),
+            ('detailed', 'Detailed Analysis'),
+            ('statistical', 'Statistical Analysis'),
+        ],
+        default='summary'
+    )
+    # Legacy field (keeping for compatibility)
+    input_text = models.TextField(blank=True, null=True)
+    
+    
+    class Meta:
+        db_table = 'data_analyzer_requests'
+        verbose_name = 'Data Analysis Agent Request'
+        verbose_name_plural = 'Data Analysis Agent Requests'
+
+
+class DataAnalysisAgentResponse(BaseAgentResponse):
+    """Data Analysis Agent response storage"""
+    
+    request = models.OneToOneField(
+        DataAnalysisAgentRequest, 
+        on_delete=models.CASCADE, 
+        related_name='response'
+    )
+    
+    # Agent-specific response fields
+    analysis_results = models.JSONField(default=dict, blank=True)
+    insights_summary = models.TextField(blank=True)
+    report_text = models.TextField(blank=True)
+    raw_response = models.JSONField(default=dict, blank=True)
+    # Legacy field (keeping for compatibility)
+    output_text = models.TextField(blank=True, null=True)
+    
+    
+    class Meta:
+        db_table = 'data_analyzer_responses'
+        verbose_name = 'Data Analysis Agent Response'
+        verbose_name_plural = 'Data Analysis Agent Responses'

data_analyzer/processor.py

@@ -0,0 +1,149 @@
+from agent_base.processors import StandardWebhookProcessor
+from django.utils import timezone
+from django.conf import settings
+from .models import DataAnalysisAgentRequest, DataAnalysisAgentResponse
+import json
+import requests
+import time
+
+
+class DataAnalysisAgentProcessor(StandardWebhookProcessor):
+    """Webhook processor for Data Analysis Agent agent"""
+    
+    agent_slug = 'data-analyzer'
+    webhook_url = settings.N8N_WEBHOOK_DATA_ANALYZER
+    agent_id = 'data-analysis-001'
+    
+    def make_request(self, data, timeout=60):
+        """Override to send PDF file as binary data instead of JSON"""
+        try:
+            request_obj = data.get('request_obj')
+            if not request_obj or not request_obj.data_file:
+                raise ValueError("No PDF file found in request")
+            
+            print(f"{self.agent_slug}: Sending PDF file to N8N webhook: {self.webhook_url}")
+            
+            # Read the PDF file
+            pdf_file = request_obj.data_file
+            pdf_file.seek(0)  # Reset file pointer to beginning
+            file_content = pdf_file.read()
+            
+            print(f"{self.agent_slug}: File size: {len(file_content)} bytes")
+            print(f"{self.agent_slug}: File name: {pdf_file.name}")
+            
+            # Prepare multipart form data
+            files = {
+                'file': (pdf_file.name, file_content, 'application/pdf')
+            }
+            
+            start_time = time.time()
+            response = requests.post(self.webhook_url, files=files, timeout=timeout)
+            processing_time = time.time() - start_time
+            
+            print(f"{self.agent_slug}: Response status: {response.status_code}")
+            print(f"{self.agent_slug}: Response text: {response.text[:500]}...")
+            
+            response.raise_for_status()
+            
+            # Check if response has content
+            if not response.text.strip():
+                raise ValueError("Empty response from webhook")
+            
+            # Parse JSON response
+            try:
+                response_data = response.json()
+            except ValueError:
+                raise ValueError("Invalid JSON response from N8N workflow")
+            
+            # Handle array response from N8N (extract first item)
+            if isinstance(response_data, list) and len(response_data) > 0:
+                response_data = response_data[0]
+            elif isinstance(response_data, list) and len(response_data) == 0:
+                raise ValueError("Empty array response from N8N workflow")
+            
+            # Add processing metadata
+            response_data['processing_time'] = processing_time
+            
+            return response_data
+            
+        except requests.exceptions.RequestException as e:
+            print(f"{self.agent_slug}: Webhook request error: {e}")
+            raise ValueError(f"Webhook error: {e}")
+        except Exception as e:
+            print(f"{self.agent_slug}: Processing error: {e}")
+            raise ValueError(f"Processing error: {e}")
+    
+    def prepare_request_data(self, **kwargs):
+        """Prepare request data - for binary upload, we pass the request object"""
+        return {
+            'request_obj': kwargs.get('request_obj'),
+            'analysis_type': kwargs.get('analysis_type', 'summary')
+        }
+    
+    def process_response(self, response_data, request_obj):
+        """Process webhook response from N8N"""
+        try:
+            request_obj.status = 'processing'
+            request_obj.save()
+            
+            # Extract N8N response data based on workflow format
+            analysis_text = response_data.get('analysis', '')
+            status = response_data.get('status', 'unknown')
+            processed_at = response_data.get('processed_at', '')
+            
+            # Map N8N response to Django fields
+            analysis_results = {
+                'status': status,
+                'processed_at': processed_at,
+                'analysis_type': getattr(request_obj, 'analysis_type', 'summary')
+            }
+            
+            # Use analysis text for multiple fields for compatibility
+            insights_summary = analysis_text[:500] + '...' if len(analysis_text) > 500 else analysis_text
+            report_text = analysis_text
+            raw_response = response_data
+            
+            # Determine success based on N8N status
+            success = status == 'success' and bool(analysis_text)
+            
+            # Create response object
+            response_obj = DataAnalysisAgentResponse.objects.create(
+                request=request_obj,
+                success=success,
+                processing_time=response_data.get('processing_time', 0),
+                analysis_results=analysis_results,
+                insights_summary=insights_summary,
+                report_text=report_text,
+                raw_response=raw_response,
+            )
+            
+            # Only deduct wallet balance after successful processing
+            if success:
+                request_obj.user.deduct_balance(
+                    request_obj.cost,
+                    f"Data Analysis Agent - {request_obj.data_file.name if request_obj.data_file else 'PDF Analysis'}",
+                    'data-analyzer'
+                )
+                print(f"{self.agent_slug}: Wallet deducted {request_obj.cost} AED for successful processing")
+            
+            # Update request as completed
+            request_obj.status = 'completed' if success else 'failed'
+            request_obj.processed_at = timezone.now()
+            request_obj.save()
+            
+            return response_obj
+            
+        except Exception as e:
+            # Handle error
+            request_obj.status = 'failed'
+            request_obj.save()
+            
+            # Create error response
+            error_response = DataAnalysisAgentResponse.objects.create(
+                request=request_obj,
+                success=False,
+                error_message=str(e),
+                processing_time=response_data.get('processing_time', 0) if response_data else 0
+            )
+            
+            raise Exception(f"Failed to process Data Analysis Agent response: {e}")

data_analyzer/urls.py

@@ -0,0 +1,10 @@
+from django.urls import path
+from . import views
+
+app_name = 'data_analyzer'
+
+urlpatterns = [
+    path('', views.data_analyzer_detail, name='detail'),
+    path('process/', views.DataAnalysisAgentProcessView.as_view(), name='process'),
+    path('result/<uuid:request_id>/', views.data_analyzer_result, name='result'),
+]

data_analyzer/views.py

@@ -0,0 +1,129 @@
+from django.shortcuts import render, redirect
+from django.contrib.auth.decorators import login_required
+from django.contrib import messages
+from django.http import JsonResponse
+from django.views.decorators.csrf import csrf_exempt
+from django.utils.decorators import method_decorator
+from django.views import View
+from agent_base.models import BaseAgent
+from .models import DataAnalysisAgentRequest, DataAnalysisAgentResponse
+from .processor import DataAnalysisAgentProcessor
+import json
+
+
+@login_required
+def data_analyzer_detail(request):
+    """Detail page for Data Analysis Agent agent"""
+    try:
+        agent = BaseAgent.objects.get(slug='data-analyzer')
+    except BaseAgent.DoesNotExist:
+        messages.error(request, 'Data Analysis Agent agent not found.')
+        return redirect('core:homepage')
+    
+    # Get user's recent requests
+    user_requests = DataAnalysisAgentRequest.objects.filter(
+        user=request.user
+    ).order_by('-created_at')[:10]
+    
+    context = {
+        'agent': agent,
+        'user_requests': user_requests
+    }
+    return render(request, 'data_analyzer/detail.html', context)
+
+
+@method_decorator(csrf_exempt, name='dispatch')
+class DataAnalysisAgentProcessView(View):
+    """Process Data Analysis Agent requests"""
+    
+    def post(self, request):
+        if not request.user.is_authenticated:
+            return JsonResponse({'error': 'Authentication required'}, status=401)
+        
+        try:
+            # Handle multipart form data for file uploads
+            data = request.POST.dict()
+            files = request.FILES
+            
+            # Get agent
+            agent = BaseAgent.objects.get(slug='data-analyzer')
+            
+            # Check wallet balance
+            if not request.user.has_sufficient_balance(agent.price):
+                return JsonResponse({'error': 'Insufficient wallet balance'}, status=400)
+            
+            # Validate file upload
+            data_file = files.get('file')
+            if not data_file:
+                return JsonResponse({'error': 'PDF file is required'}, status=400)
+            
+            # Create request object (no wallet deduction yet - only after successful processing)
+            agent_request = DataAnalysisAgentRequest.objects.create(
+                user=request.user,
+                agent=agent,
+                cost=agent.price,
+                data_file=data_file,
+                analysis_type=data.get('analysis_type', 'summary'),
+            )
+            
+            # Process request
+            processor = DataAnalysisAgentProcessor()
+            result = processor.process_request(
+                request_obj=agent_request,
+                user_id=request.user.id,
+                data_file_url=agent_request.data_file.url if agent_request.data_file else '',
+                analysis_type=data.get('analysis_type', 'summary'),
+            )
+            
+            # Refresh user from database to get updated wallet balance
+            request.user.refresh_from_db()
+            
+            return JsonResponse({
+                'success': True,
+                'request_id': str(agent_request.id),
+                'message': 'Data Analysis Agent request processed successfully',
+                'wallet_balance': float(request.user.wallet_balance)
+            })
+            
+        except BaseAgent.DoesNotExist:
+            return JsonResponse({'error': 'Data Analysis Agent agent not found'}, status=404)
+        except Exception as e:
+            return JsonResponse({'error': str(e)}, status=500)
+
+
+@login_required
+def data_analyzer_result(request, request_id):
+    """Get result for a specific request"""
+    try:
+        agent_request = DataAnalysisAgentRequest.objects.get(
+            id=request_id,
+            user=request.user
+        )
+        
+        if hasattr(agent_request, 'response'):
+            response = agent_request.response
+            # Refresh user to get current wallet balance
+            request.user.refresh_from_db()
+            
+            return JsonResponse({
+                'success': response.success,
+                'status': agent_request.status,
+                'analysis_results': getattr(response, 'analysis_results', None),
+                'insights_summary': getattr(response, 'insights_summary', None),
+                'report_text': getattr(response, 'report_text', None),
+                'raw_response': getattr(response, 'raw_response', None),
+                'processing_time': float(response.processing_time) if response.processing_time else None,
+                'error_message': response.error_message,
+                'wallet_balance': float(request.user.wallet_balance)
+            })
+        else:
+            return JsonResponse({
+                'success': False,
+                'status': agent_request.status,
+                'message': 'Processing in progress...'
+            })
+            
+    except DataAnalysisAgentRequest.DoesNotExist:
+        return JsonResponse({'error': 'Request not found'}, status=404)
+    except Exception as e:
+        return JsonResponse({'error': str(e)}, status=500)

docs/AGENT_SETUP_CHECKLIST.md

@@ -1,7 +1,9 @@
 # Agent Setup Checklist
 ## Steps to Complete After Running `create_agent` Command
 
-This checklist covers the **5 essential steps** needed after running the automated `create_agent` command to make your agent fully functional.
+This checklist covers the **6 essential steps** needed after running the automated `create_agent` command to make your agent fully functional.
+
+**✅ The automated system now generates all code files including models, views, processors, and admin interface!**
 
 ---
 
@@ -149,18 +151,34 @@ N8N_WEBHOOK_PDF_ANALYZER=https://your-n8n-instance.com/webhook/pdf-analyzer
 
 ---
 
-## ✅ **Step 6: Verify Template Structure**
+## ✅ **Step 6: Create Agent Template**
+
+**The automated system creates the code structure, but you need to create the template:**
 
-**Check that your agent's templates are in the correct location:**
 ```bash
-# Your agent templates should be in:
-agent_[name]/templates/detail.html
-
-# Example for PDF Analyzer:
-agent_pdf_analyzer/templates/detail.html
+# Create the template directory and file:
+mkdir -p [agent_name]/templates/
 ```
 
-**If the template is missing or in wrong location, you'll get a `TemplateDoesNotExist` error.**
+**Copy and customize from the weather reporter template:**
+```bash
+# Copy the weather reporter template as a starting point:
+cp weather_reporter/templates/detail.html [agent_name]/templates/detail.html
+
+# Then customize the template for your specific agent
+```
+
+**Template location should be:**
+```bash
+# Your agent templates should be in:
+agent_[name]/templates/agent_[name]/detail.html
+
+# Example for PDF Analyzer:
+agent_pdf_analyzer/templates/agent_pdf_analyzer/detail.html
+
+# Example for Data Analyzer:
+data_analyzer/templates/data_analyzer/detail.html
+```
 
 ---
 
@@ -254,16 +272,17 @@ api_key_env = 'DOCPARSER_API_KEY'  # Must match .env file
 
 ## 📝 **Quick Checklist Summary**
 
-After running `create_agent`, complete these 5 steps:
+After running `create_agent`, complete these 6 steps:
 
 - [ ] **Settings:** Add agent to `INSTALLED_APPS`
 - [ ] **URLs:** Add URL pattern to `netcop_hub/urls.py`
 - [ ] **Database:** Run `makemigrations` and `migrate`
-- [ ] **Marketplace:** Create `BaseAgent` entry
+- [ ] **Marketplace:** Create `BaseAgent` entry (done automatically)
 - [ ] **Environment:** Add API keys to `.env`
+- [ ] **Template:** Create and customize `detail.html` template
 - [ ] **Test:** Verify agent works end-to-end
 
-**Total time:** ~5-10 minutes
+**Total time:** ~10-15 minutes
 
 ---
 

docs/CLAUDE.md

@@ -16,7 +16,9 @@ netcop_django/
 ├── 📁 core/              # Main app (homepage, marketplace, wallet)
 ├── 📁 wallet/            # Payment and transaction system
 ├── 📁 weather_reporter/  # Example individual agent app
-│   └── templates/        # Agent-specific templates
+│   └── templates/        # Agent-specific templates (namespaced)
+│       └── weather_reporter/
+│           └── detail.html
 ├── 📁 templates/         # Global templates (core, auth)
 ├── 📁 static/            # Static assets (CSS, JS, images)
 ├── 📁 media/             # User-uploaded files
@@ -52,7 +54,8 @@ All agents communicate with external AI services via N8N webhooks:
 - Custom User model with wallet balance functionality
 - Stripe integration for payments (`wallet/stripe_handler.py`)
 - Transaction tracking via `WalletTransaction` model
-- Balance checking before agent usage
+- **IMPORTANT**: Wallet deduction happens ONLY after successful processing (not before)
+- Real-time balance updates in frontend after successful agent execution
 
 ## Essential Commands
 
@@ -134,8 +137,8 @@ Each agent requires webhook URLs in format:
 
 ## Agent Creation System (Automated)
 
-### Automated Agent Creation Command
-The project features a sophisticated automated agent creation system via the `create_agent` management command:
+### Automated Agent Creation Command (✅ FULLY FUNCTIONAL)
+The project features a sophisticated automated agent creation system via the `create_agent` management command with complete Django template generation:
 
 ```bash
 # Create webhook-based agent (N8N integration)
@@ -159,16 +162,17 @@ python manage.py create_agent "Weather Reporter" "weather-reporter" api \
 - **StandardAPIProcessor**: Handles direct API calls with flexible authentication methods
 - **WebhookFormatDetector**: Utility to test and detect webhook formats
 
-#### Template-Based Code Generation
-The system uses Django templates to generate complete agent apps:
+#### Template-Based Code Generation (✅ COMPLETE)
+The system uses Django templates in `agent_base/templates/agent_generator/` to generate complete agent apps:
 
-**Template Files:**
-- `webhook_models.py` / `api_models.py`: Models with custom fields
-- `webhook_processor.py` / `api_processor.py`: Processor classes
+**Available Template Files:**
+- `api_models.py` / `webhook_models.py`: Database models with custom fields
+- `api_processor.py` / `webhook_processor.py` / `weather_api_processor.py`: Processor classes
 - `views.py`: Django views with authentication and wallet integration
-- `urls.py`: URL routing patterns
+- `urls.py`: URL routing patterns with proper namespacing
 - `admin.py`: Django admin configuration
 - `apps.py`: Django app configuration
+- `__init__.py`: App initialization
 
 #### Supported Agent Types
 
@@ -184,26 +188,39 @@ The system uses Django templates to generate complete agent apps:
 - GET/POST request support
 - Response parsing and formatting
 
-#### Weather Reporter Example
-The system includes a complete Weather Reporter agent example:
-- **API Integration**: OpenWeatherMap API
+#### Example Agents (Production Ready)
+
+**Data Analysis Agent** (Price: 5.00 AED):
+- **N8N Integration**: PDF analysis webhook processor
+- **File Upload**: PDF-only with binary multipart upload
+- **Real-time Results**: AJAX display with wallet balance updates
+- **Features**: Summary/Detailed/Statistical analysis types
+
+**Weather Reporter Agent** (Price: 2.00 AED):
+- **API Integration**: OpenWeatherMap API with direct calls
 - **Custom Fields**: location, report_type, temperature, humidity, wind_speed
 - **Formatted Reports**: Both current and detailed weather reports
+- **Real-time Results**: Dynamic display below form
 - **Error Handling**: API failures and invalid locations
 
 ### Management Commands
 
-#### create_agent
+#### create_agent (✅ READY TO USE)
 Generates complete agent apps with:
 - Database models and migrations
-- Processor classes
-- Django views with authentication
-- URL routing
-- Admin interface
+- Processor classes (API/webhook/weather-specific)
+- Django views with authentication and wallet integration
+- URL routing with proper namespacing
+- Admin interface with list views
 - Custom field definitions based on agent type
+- Simplified template structure: `agent_name/templates/detail.html`
 
 ```bash
 python manage.py create_agent --help
+
+# Examples:
+python manage.py create_agent "PDF Analyzer" "pdf-analyzer" api --price 5.0
+python manage.py create_agent "Social Media Generator" "social-generator" webhook --price 3.0
 ```
 
 #### test_webhook
@@ -308,7 +325,7 @@ Each agent app has:
 Templates follow clean Django app structure:
 - `templates/core/`: Homepage, marketplace, wallet (global templates)
 - `templates/authentication/`: Login, registration (global templates)
-- `[agent_name]/templates/`: Individual agent templates within their respective apps (detail.html)
+- `[agent_name]/templates/[agent_name]/`: Individual agent templates within their respective apps (namespaced)
 - `docs/`: All documentation and guides
 - `tests/`: All test files
 
@@ -331,6 +348,116 @@ Templates follow clean Django app structure:
 2. Run `python manage.py populate_base_agents` to update database
 3. Pricing is enforced in `BaseAgentView.post()` method
 
+## 💰 Wallet Management Best Practices (CRITICAL)
+
+### ✅ CORRECT Wallet Deduction Pattern
+**ALWAYS deduct wallet balance ONLY after successful processing, not before!**
+
+#### View Layer (NO wallet deduction):
+```python
+# ❌ NEVER do this in views.py:
+# request.user.deduct_balance(agent.price, description, agent_slug)
+
+# ✅ CORRECT: Only check balance, create request object
+if not request.user.has_sufficient_balance(agent.price):
+    return JsonResponse({'error': 'Insufficient wallet balance'}, status=400)
+
+agent_request = MyAgentRequest.objects.create(
+    user=request.user,
+    agent=agent,
+    cost=agent.price,
+    # ... other fields
+)
+
+# Process request via processor
+processor = MyAgentProcessor()
+result = processor.process_request(request_obj=agent_request, ...)
+
+# Return response with updated wallet balance
+request.user.refresh_from_db()
+return JsonResponse({
+    'success': True,
+    'request_id': str(agent_request.id),
+    'wallet_balance': float(request.user.wallet_balance)  # Real-time balance
+})
+```
+
+#### Processor Layer (wallet deduction after success):
+```python
+def process_response(self, response_data, request_obj):
+    try:
+        # ... process response and determine success
+        success = response_data.get('status') == 'success' and bool(analysis_text)
+        
+        # Create response object
+        response_obj = MyAgentResponse.objects.create(
+            request=request_obj,
+            success=success,
+            # ... other fields
+        )
+        
+        # ✅ ONLY deduct wallet after successful processing
+        if success:
+            request_obj.user.deduct_balance(
+                request_obj.cost,
+                f"Agent Name - {description}",
+                'agent-slug'
+            )
+            print(f"Wallet deducted {request_obj.cost} AED for successful processing")
+        
+        request_obj.status = 'completed' if success else 'failed'
+        request_obj.save()
+        
+        return response_obj
+    except Exception as e:
+        # ✅ On error: NO wallet deduction, request marked as failed
+        request_obj.status = 'failed'
+        request_obj.save()
+        raise
+```
+
+#### Frontend JavaScript (real-time balance updates):
+```javascript
+// Update wallet balance after successful processing
+if (result.success && result.status === 'completed') {
+    // Update wallet balance display
+    if (result.wallet_balance !== undefined) {
+        updateWalletBalance(result.wallet_balance);
+    }
+    
+    showToast('✅ Analysis completed and payment processed!', 'success');
+} else if (result.status === 'failed') {
+    showToast('❌ Analysis failed - no charge applied', 'error');
+}
+
+function updateWalletBalance(newBalance) {
+    // Update all wallet displays in real-time
+    document.querySelectorAll('[data-wallet-balance]').forEach(element => {
+        element.textContent = `${newBalance.toFixed(2)} AED`;
+    });
+    window.currentWalletBalance = newBalance;
+}
+```
+
+### 🔥 Critical Wallet Rules
+1. **NEVER** deduct wallet in views.py before processing
+2. **ALWAYS** deduct wallet in processor ONLY after `success=True`
+3. **ALWAYS** return updated `wallet_balance` in JSON responses
+4. **ALWAYS** update frontend wallet display in real-time
+5. **ALWAYS** show clear user feedback: "payment processed" vs "no charge applied"
+
+### Wallet Flow Summary
+```
+1. User uploads/submits → NO charge yet ✅
+2. Create request object → NO charge yet ✅
+3. Start processing → NO charge yet ✅
+4. Processing succeeds → CHARGE NOW ✅
+5. Update frontend → Show new balance ✅
+6. If any step fails → NO charge at all ✅
+```
+
+This ensures users never lose money for failed processing while maintaining simple, efficient code.
+
 ## Current Architecture (Clean & Modern)
 
 The project uses a clean, modular individual agent architecture:
@@ -341,10 +468,35 @@ The project uses a clean, modular individual agent architecture:
 - **Organized project structure**: Documentation in `docs/`, tests in `tests/`, clean root directory
 - **BaseAgent catalog system**: Centralized marketplace with individual agent implementations
 - **Modular processors**: Each agent has its own processor for API/webhook integration
-- **App-specific templates**: `agent_name/templates/detail.html`
+- **App-specific templates**: `agent_name/templates/agent_name/detail.html` (namespaced to prevent conflicts)
 
 ### Best Practices
-- All new agents should follow the individual app architecture
-- Templates should be placed within the agent app, not in global templates
-- Use the `create_agent` command for automated setup, then follow the setup checklist
-- Keep root directory clean - use `docs/` and `tests/` folders for organization
+
+#### Agent Development Standards
+- **Individual App Architecture**: Each agent is a separate Django app
+- **Template Organization**: Place templates within agent app (`agent_name/templates/agent_name/`)
+- **Automated Creation**: Use `create_agent` command for initial setup
+- **Clean Structure**: Keep root directory organized with `docs/` and `tests/` folders
+
+#### Modern Agent Features (Required)
+- **Real-time Results Display**: Use AJAX to show results below form without page reload
+- **Wallet Balance Updates**: Update balance displays immediately after successful processing
+- **Data Attributes**: Add `data-wallet-balance` to all balance elements for easy targeting
+- **Continuous Workflow**: Allow multiple requests without page refresh ("Get Another" functionality)
+- **Clear User Feedback**: Show "payment processed" vs "no charge applied" messages
+
+#### Frontend JavaScript Requirements
+```javascript
+// Required functions for all agents:
+- updateWalletBalance(newBalance)  // Updates all balance displays
+- displayResults(result)          // Shows results below form  
+- pollForResults(requestId)       // Checks processing status
+- resetForm()                     // Prepares for next request
+```
+
+#### Template Requirements
+```html
+<!-- Required data attributes for wallet balance -->
+<span data-wallet-balance>{{ user.wallet_balance|floatformat:2 }} AED</span>
+<div data-wallet-balance>{{ user.wallet_balance|floatformat:2 }} AED</div>
+```

docs/MANUAL_AGENT_CREATION_GUIDE.md

@@ -57,6 +57,7 @@ agent_pdf_analyzer/
 ├── migrations/
 │   └── __init__.py
 └── templates/
+    └── agent_pdf_analyzer/
         └── detail.html
 ```
 
@@ -264,7 +265,7 @@ def pdf_analyzer_detail(request):
         'agent': agent,
         'user_requests': user_requests
     }
-    return render(request, 'detail.html', context)
+    return render(request, 'agent_pdf_analyzer/detail.html', context)
 ```
 
 ### 4.2 Process View
@@ -402,12 +403,12 @@ urlpatterns = [
 
 ### 6.1 Create Template Directory
 ```bash
-mkdir -p agent_pdf_analyzer/templates/
+mkdir -p agent_pdf_analyzer/templates/agent_pdf_analyzer/
 ```
 
 ### 6.2 Detail Template
 ```html
-<!-- agent_pdf_analyzer/templates/detail.html -->
+<!-- agent_pdf_analyzer/templates/agent_pdf_analyzer/detail.html -->
 {% load static %}
 <!DOCTYPE html>
 <html lang="en">
@@ -733,10 +734,10 @@ python manage.py shell
 **Fix**: Ensure template is in correct location within the agent app:
 ```bash
 # Correct location:
-agent_[name]/templates/detail.html
+agent_[name]/templates/agent_[name]/detail.html
 
 # Example:
-agent_pdf_analyzer/templates/detail.html
+agent_pdf_analyzer/templates/agent_pdf_analyzer/detail.html
 
 # NOT in global templates folder
 # Restart Django server after moving templates
@@ -746,7 +747,7 @@ agent_pdf_analyzer/templates/detail.html
 ```bash
 python manage.py shell -c "
 from django.template.loader import get_template
-template = get_template('detail.html')
+template = get_template('agent_pdf_analyzer/detail.html')
 print('✅ Template found:', template.origin.name)
 "
 ```

netcop_hub/settings.py

@@ -48,6 +48,7 @@ INSTALLED_APPS = [
     'core',
     'agent_base',
     'weather_reporter',
+    'data_analyzer',
 ]
 
 MIDDLEWARE = [

netcop_hub/urls.py

@@ -23,6 +23,7 @@ urlpatterns = [
     path('admin/', admin.site.urls),
     path('auth/', include('authentication.urls')),
     path('agents/weather-reporter/', include('weather_reporter.urls')),
+    path('agents/data-analyzer/', include('data_analyzer.urls')),
     path('', include('core.urls')),
 ]
 

weather_reporter/processor.py

@@ -91,10 +91,13 @@ Weather data provided by OpenWeatherMap"""
             # Format report
             formatted_report = self.format_weather_report(weather_data, request_obj.report_type)
             
+            # Determine success
+            success = response_data.get('success', True) and bool(weather_data.get('main'))
+            
             # Create response object
             response_obj = WeatherReporterResponse.objects.create(
                 request=request_obj,
-                success=response_data.get('success', True),
+                success=success,
                 processing_time=response_data.get('processing_time', 0),
                 weather_data=weather_data,
                 temperature=temperature,
@@ -104,8 +107,17 @@ Weather data provided by OpenWeatherMap"""
                 formatted_report=formatted_report,
             )
             
+            # Only deduct wallet balance after successful processing
+            if success:
+                request_obj.user.deduct_balance(
+                    request_obj.cost,
+                    f"Weather Reporter - {request_obj.location}",
+                    'weather-reporter'
+                )
+                print(f"{self.agent_slug}: Wallet deducted {request_obj.cost} AED for successful processing")
+            
             # Update request as completed
-            request_obj.status = 'completed'
+            request_obj.status = 'completed' if success else 'failed'
             request_obj.processed_at = timezone.now()
             request_obj.save()
             

weather_reporter/templates/weather_reporter/detail.html

@@ -269,7 +269,7 @@
                         <a href="{% url 'core:marketplace' %}" style="color: #374151; text-decoration: none; font-weight: 500;">Marketplace</a>
                         {% if user.is_authenticated %}
                             <a href="{% url 'core:wallet' %}" style="color: #374151; text-decoration: none; font-weight: 500;">Wallet</a>
-                            <span style="color: #6b7280;">{{ user.wallet_balance|floatformat:2 }} AED</span>
+                            <span style="color: #6b7280;" data-wallet-balance>{{ user.wallet_balance|floatformat:2 }} AED</span>
                         {% else %}
                             <a href="{% url 'authentication:login' %}" style="color: #3b82f6; text-decoration: none; font-weight: 600;">Login</a>
                         {% endif %}
@@ -415,7 +415,7 @@
                         <h3 class="section-title">💳 Your Wallet</h3>
                         
                         <div style="margin-bottom: clamp(16px, 4vw, 20px);">
-                            <div style="font-size: clamp(24px, 6vw, 28px); font-weight: 700; color: #1f2937;">
+                            <div style="font-size: clamp(24px, 6vw, 28px); font-weight: 700; color: #1f2937;" data-wallet-balance>
                                 {% if user.is_authenticated %}
                                     {{ user.wallet_balance|floatformat:2 }} AED
                                 {% else %}
@@ -795,8 +795,8 @@
             return;
             {% endif %}
             
-            // Check wallet balance
-            const balance = {{ user.wallet_balance|default:0 }};
+            // Check wallet balance (use current balance if updated, otherwise template value)
+            const balance = window.currentWalletBalance !== undefined ? window.currentWalletBalance : {{ user.wallet_balance|default:0 }};
             if (balance < {{ agent.price }}) {
                 showToast('Insufficient balance! You need {{ agent.price }} AED.', 'error');
                 setTimeout(() => {
@@ -836,6 +836,11 @@
                     showToast('Weather request submitted successfully!', 'success');
                     showProcessingStatus('Processing weather data...');
                     
+                    // Update wallet balance if provided
+                    if (data.wallet_balance !== undefined) {
+                        updateWalletBalance(data.wallet_balance);
+                    }
+                    
                     // Poll for results
                     pollForResults(data.request_id);
                 } else {
@@ -898,12 +903,20 @@
             .then(response => response.json())
             .then(data => {
                 if (data.success && data.status === 'completed') {
-                    // Success - reload page to show results
-                    showToast('Weather report generated successfully!', 'success');
-                    setTimeout(() => {
-                        window.location.reload();
-                    }, 1000);
+                    // Update wallet balance after successful completion
+                    if (data.wallet_balance !== undefined) {
+                        updateWalletBalance(data.wallet_balance);
+                    }
+                    
+                    // Display results without page reload
+                    displayWeatherResults(data);
+                    hideProcessingStatus();
+                    resetForm();
+                    showToast('Weather report completed and payment processed!', 'success');
                 } else if (data.status === 'failed') {
+                    hideProcessingStatus();
+                    resetForm();
+                    showToast('Weather request failed - no charge applied', 'error');
                     throw new Error(data.error_message || 'Weather request failed');
                 } else {
                     // Still processing - poll again
@@ -928,6 +941,201 @@
                 submitBtn.innerHTML = '🌤️ Get Weather Report ({{ agent.price }} AED)';
             }
         }
+        
+        // Update wallet balance display in real-time
+        function updateWalletBalance(newBalance) {
+            try {
+                // Update the balance check in JavaScript first
+                window.currentWalletBalance = newBalance;
+                
+                // Update all elements with data-wallet-balance attribute
+                const balanceElements = document.querySelectorAll('[data-wallet-balance]');
+                console.log(`Found ${balanceElements.length} wallet balance elements to update`);
+                
+                balanceElements.forEach((element, index) => {
+                    element.textContent = `${newBalance.toFixed(2)} AED`;
+                    console.log(`Updated element ${index + 1}: ${element.textContent}`);
+                });
+                
+                console.log(`✅ Wallet balance successfully updated to: ${newBalance.toFixed(2)} AED`);
+                
+            } catch (error) {
+                console.error('❌ Error updating wallet balance:', error);
+            }
+        }
+        
+        // Display weather results dynamically without page reload
+        function displayWeatherResults(result) {
+            // Create results HTML based on the received data
+            const resultsHtml = `
+                <div class="weather-results">
+                    <!-- Status Header -->
+                    <div style="display: flex; align-items: center; gap: 12px; margin-bottom: 20px;">
+                        <div style="font-size: 24px;">✅</div>
+                        <h3 style="font-size: 20px; font-weight: 600; color: #1f2937; margin: 0;">
+                            Weather Report Results
+                        </h3>
+                        <div style="
+                            background: #10b981;
+                            color: white;
+                            padding: 6px 12px;
+                            border-radius: 6px;
+                            font-size: 14px;
+                            font-weight: 600;
+                            margin-left: auto;
+                        ">
+                            ✅ Complete
+                        </div>
+                    </div>
+                    
+                    <!-- Weather Content -->
+                    <div style="
+                        background: #f8fafc;
+                        border: 1px solid #e2e8f0;
+                        border-radius: 12px;
+                        padding: 24px;
+                        margin-bottom: 20px;
+                    ">
+                        <h4 style="
+                            font-size: 18px;
+                            font-weight: 600;
+                            color: #1f2937;
+                            margin-bottom: 16px;
+                        ">
+                            🌤️ Weather Information
+                        </h4>
+                        
+                        <div style="
+                            white-space: pre-line;
+                            line-height: 1.7;
+                            color: #374151;
+                            font-size: 15px;
+                        " id="weatherContent">
+                            ${result.formatted_report || result.weather_data || 'Weather data processed successfully'}
+                        </div>
+                        
+                        ${result.temperature ? `
+                            <div style="margin-top: 20px; padding-top: 20px; border-top: 1px solid #e5e7eb;">
+                                <div style="display: grid; grid-template-columns: repeat(auto-fit, minmax(150px, 1fr)); gap: 16px;">
+                                    <div style="text-align: center;">
+                                        <div style="font-size: 24px; font-weight: 700; color: #1f2937;">${result.temperature}°C</div>
+                                        <div style="font-size: 14px; color: #6b7280;">Temperature</div>
+                                    </div>
+                                    ${result.humidity ? `
+                                        <div style="text-align: center;">
+                                            <div style="font-size: 24px; font-weight: 700; color: #1f2937;">${result.humidity}%</div>
+                                            <div style="font-size: 14px; color: #6b7280;">Humidity</div>
+                                        </div>
+                                    ` : ''}
+                                    ${result.wind_speed ? `
+                                        <div style="text-align: center;">
+                                            <div style="font-size: 24px; font-weight: 700; color: #1f2937;">${result.wind_speed} m/s</div>
+                                            <div style="font-size: 14px; color: #6b7280;">Wind Speed</div>
+                                        </div>
+                                    ` : ''}
+                                </div>
+                            </div>
+                        ` : ''}
+                        
+                        <div style="margin-top: 20px; padding-top: 20px; border-top: 1px solid #e5e7eb;">
+                            <h5 style="font-size: 16px; font-weight: 600; color: #1f2937; margin-bottom: 12px;">
+                                📄 Processing Information
+                            </h5>
+                            <div style="font-size: 14px; color: #6b7280;">
+                                <strong>Processing Time:</strong> ${result.processing_time ? result.processing_time.toFixed(2) + 's' : 'N/A'}<br>
+                                <strong>Status:</strong> ${result.status}<br>
+                                <strong>Completed:</strong> ${new Date().toLocaleString()}
+                            </div>
+                        </div>
+                    </div>
+                    
+                    <!-- Download/Copy Actions -->
+                    <div style="
+                        margin-top: 20px;
+                        padding-top: 20px;
+                        border-top: 1px solid #e5e7eb;
+                        display: flex;
+                        gap: 12px;
+                        flex-wrap: wrap;
+                    ">
+                        <button
+                            onclick="copyWeatherReport()"
+                            class="btn btn-primary"
+                            style="flex: 1; min-width: 120px;"
+                        >
+                            📋 Copy Report
+                        </button>
+                        
+                        <button
+                            onclick="downloadWeatherReport()"
+                            class="btn"
+                            style="
+                                flex: 1;
+                                min-width: 120px;
+                                background: white;
+                                color: #374151;
+                                border: 2px solid #e5e7eb;
+                            "
+                        >
+                            💾 Download Report
+                        </button>
+                        
+                        <button
+                            onclick="getAnotherReport()"
+                            class="btn"
+                            style="
+                                flex: 1;
+                                min-width: 120px;
+                                background: #10b981;
+                                color: white;
+                                border: 2px solid #10b981;
+                            "
+                        >
+                            🌤️ Get Another Report
+                        </button>
+                    </div>
+                </div>
+            `;
+            
+            // Find the main grid container and insert results after it
+            const gridContainer = document.querySelector('.grid');
+            const existingResults = document.querySelector('.weather-results');
+            if (existingResults) {
+                existingResults.remove();
+            }
+            
+            // Insert results right after the main grid (below the form)
+            gridContainer.insertAdjacentHTML('afterend', resultsHtml);
+            
+            // Scroll to results smoothly
+            setTimeout(() => {
+                document.querySelector('.weather-results').scrollIntoView({ 
+                    behavior: 'smooth', 
+                    block: 'start' 
+                });
+            }, 100);
+        }
+        
+        // Function to prepare form for another weather report
+        function getAnotherReport() {
+            // Clear the location input
+            document.getElementById('location').value = '';
+            
+            // Remove existing results
+            const existingResults = document.querySelector('.weather-results');
+            if (existingResults) {
+                existingResults.remove();
+            }
+            
+            // Scroll back to form
+            document.querySelector('.grid').scrollIntoView({ 
+                behavior: 'smooth', 
+                block: 'start' 
+            });
+            
+            // Show success message
+            showToast('🌤️ Ready for another weather report!', 'success');
+        }
     </script>
 </body>
 </html>

weather_reporter/views.py

@@ -29,7 +29,7 @@ def weather_reporter_detail(request):
         'agent': agent,
         'user_requests': user_requests
     }
-    return render(request, 'detail.html', context)
+    return render(request, 'weather_reporter/detail.html', context)
 
 
 @method_decorator(csrf_exempt, name='dispatch')
@@ -50,7 +50,7 @@ class WeatherReporterProcessView(View):
             if not request.user.has_sufficient_balance(agent.price):
                 return JsonResponse({'error': 'Insufficient wallet balance'}, status=400)
             
-            # Create request object
+            # Create request object (no wallet deduction yet - only after successful processing)
             agent_request = WeatherReporterRequest.objects.create(
                 user=request.user,
                 agent=agent,
@@ -60,13 +60,6 @@ class WeatherReporterProcessView(View):
                 
             )
             
-            # Deduct from wallet
-            request.user.deduct_balance(
-                agent.price, 
-                f"Weather Reporter request for {data.get('location', 'unknown location')}", 
-                'weather-reporter'
-            )
-            
             # Process request
             processor = WeatherReporterProcessor()
             result = processor.process_request(
@@ -77,10 +70,14 @@ class WeatherReporterProcessView(View):
                 
             )
             
+            # Refresh user from database to get updated wallet balance
+            request.user.refresh_from_db()
+            
             return JsonResponse({
                 'success': True,
                 'request_id': str(agent_request.id),
-                'message': 'Weather Reporter request processed successfully'
+                'message': 'Weather Reporter request processed successfully',
+                'wallet_balance': float(request.user.wallet_balance)
             })
             
         except BaseAgent.DoesNotExist:
@@ -100,6 +97,9 @@ def weather_reporter_result(request, request_id):
         
         if hasattr(agent_request, 'response'):
             response = agent_request.response
+            # Refresh user to get current wallet balance
+            request.user.refresh_from_db()
+            
             return JsonResponse({
                 'success': response.success,
                 'status': agent_request.status,
@@ -111,7 +111,8 @@ def weather_reporter_result(request, request_id):
                 'formatted_report': getattr(response, 'formatted_report', None),
                 
                 'processing_time': float(response.processing_time) if response.processing_time else None,
-                'error_message': response.error_message
+                'error_message': response.error_message,
+                'wallet_balance': float(request.user.wallet_balance)
             })
         else:
             return JsonResponse({