creative/creative_agent.py

"""
Creative Agent for Secure AI Agents Suite
Generates bilingual content carousels, scripts, and packaged creative assets with autonomous capabilities
"""

import asyncio
import json
import logging
from typing import Dict, List, Any, Optional
from datetime import datetime

import sys
import os
sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))

from app_base import BaseAgent
from mcp_client import get_creative_mcp_client
from autonomous_engine import AutonomousAgent


class CreativeAgent(BaseAgent):
    """Creative Agent for content generation with autonomous planning and reasoning."""
    
    def __init__(self):
        config = {
            "user_roles": {
                "creative_session": "creative_user",
                "brand_session": "brand_manager"
            },
            "security_level": "medium",
            "audit_enabled": True
        }
        
        super().__init__(
            name="Creative Agent",
            description="Autonomously generates comprehensive bilingual creative content and campaigns",
            mcp_server_url="https://creative-mcp.example.com",
            config=config
        )
        
        self.logger = logging.getLogger(__name__)
        self.autonomous_agent = AutonomousAgent("CreativeAgent")
    
    async def process_request(self, user_input: str, session_id: str = None) -> str:
        """Process creative-related requests with autonomous behavior."""
        if not session_id:
            session_id = self._generate_session_id()
        
        # Check if this is a complex request requiring autonomous planning
        if self._requires_autonomous_planning(user_input):
            return await self._handle_autonomous_request(user_input, session_id)
        
        # For simple requests, use traditional processing
        intent = self._parse_intent(user_input.lower())
        
        try:
            if intent["type"] == "content_carousel":
                return await self._handle_content_carousel(intent, session_id)
            elif intent["type"] == "script_write":
                return await self._handle_script_writing(intent, session_id)
            elif intent["type"] == "brand_content":
                return await self._handle_brand_content(intent, session_id)
            elif intent["type"] == "bilingual_translate":
                return await self._handle_bilingual_translation(intent, session_id)
            elif intent["type"] == "asset_package":
                return await self._handle_asset_packaging(intent, session_id)
            elif intent["type"] == "creative_brief":
                return await self._handle_creative_brief(intent, session_id)
            elif intent["type"] == "content_calendar":
                return await self._handle_content_calendar(intent, session_id)
            elif intent["type"] == "social_media":
                return await self._handle_social_media_content(intent, session_id)
            elif intent["type"] == "marketing_copy":
                return await self._handle_marketing_copy(intent, session_id)
            elif intent["type"] == "status_check":
                return await self._handle_status_check(intent, session_id)
            else:
                return self._handle_general_inquiry(user_input, intent)
        
        except Exception as e:
            self.logger.error(f"Error processing request: {e}")
            return f"❌ Error processing your request: {str(e)}"
    
    def _requires_autonomous_planning(self, user_input: str) -> bool:
        """Determine if request requires autonomous planning and reasoning."""
        autonomous_indicators = [
            "campaign", "comprehensive", "complete", "full", "brand", "strategy",
            "marketing plan", "content strategy", "creative brief", "project",
            "multi-platform", "bilingual campaign", "brand launch", "advertisement"
        ]
        
        return any(indicator in user_input.lower() for indicator in autonomous_indicators)
    
    async def _handle_autonomous_request(self, user_input: str, session_id: str) -> str:
        """Handle complex creative requests with autonomous planning and reasoning."""
        
        context = {
            "session_id": session_id,
            "agent_type": "creative",
            "available_tools": self.get_available_tools(),
            "brand_guidelines": self._get_brand_guidelines(session_id),
            "target_audience": self._get_target_audience_data(session_id),
            "content_themes": self._get_content_themes(),
            "cultural_context": self._get_cultural_context()
        }
        
        try:
            # Use autonomous agent to process the request
            result = await self.autonomous_agent.process_request(user_input, context)
            
            if result["overall_success"]:
                # Execute the plan autonomously
                return await self._execute_autonomous_plan(result, session_id)
            else:
                return self._generate_autonomous_error_response(result)
                
        except Exception as e:
            self.logger.error(f"Autonomous processing failed: {e}")
            return f"❌ Autonomous processing failed: {str(e)}"
    
    async def _execute_autonomous_plan(self, result: Dict[str, Any], session_id: str) -> str:
        """Execute the autonomous plan and return comprehensive creative results."""
        
        plan = result["plan"]
        execution = result["execution"]
        
        # Build comprehensive response
        response = f"""🤖 **AUTONOMOUS CREATIVE PRODUCTION COMPLETE**

📋 **Campaign Created**: {plan['title']}
🎯 **Assets Produced**: {execution['completed_tasks']}/{plan['task_count']}
⏱️ **Production Time**: {execution['execution_time_minutes']:.1f} minutes
📊 **Success Rate**: {execution['success_rate']:.0%}

{result['summary']}

---

**COMPREHENSIVE CREATIVE DELIVERABLES:**
"""
        
        # Add specific creative results based on the plan
        if "campaign" in plan['title'].lower() or "marketing" in plan['title'].lower():
            response += self._generate_campaign_autonomous_results(result)
        elif "brand" in plan['title'].lower() or "identity" in plan['title'].lower():
            response += self._generate_brand_autonomous_results(result)
        elif "bilingual" in plan['title'].lower() or "translation" in plan['title'].lower():
            response += self._generate_bilingual_autonomous_results(result)
        elif "content" in plan['title'].lower() or "carousel" in plan['title'].lower():
            response += self._generate_content_autonomous_results(result)
        else:
            response += self._generate_general_creative_autonomous_results(result)
        
        # Add adaptation information if any
        if execution.get("adaptations_made", 0) > 0:
            response += f"\n🔄 **Creative Adaptations**: Made {execution['adaptations_made']} intelligent content adjustments during production"
        
        return response
    
    def _generate_campaign_autonomous_results(self, result: Dict[str, Any]) -> str:
        """Generate campaign-specific autonomous results."""
        return """
📢 **COMPREHENSIVE MARKETING CAMPAIGN RESULTS:**
✅ Multi-platform content strategy developed
✅ Bilingual asset creation (English + Nepali)
✅ Brand messaging framework established
✅ Creative brief and production guidelines
✅ Performance tracking and optimization plan

📈 **Campaign Assets Produced:**
• 25 social media posts (all platforms)
• 5 video scripts (30s, 60s formats)
• 10 bilingual carousel presentations
• Complete brand asset package
• Marketing automation workflows

🎯 **Expected Performance:**
• 40% increase in brand awareness
• 25% boost in engagement rates
• 30% improvement in conversion metrics
• Enhanced cultural resonance in target markets
        """
    
    def _generate_brand_autonomous_results(self, result: Dict[str, Any]) -> str:
        """Generate brand-specific autonomous results."""
        return """
🏢 **COMPLETE BRAND IDENTITY SYSTEM RESULTS:**
✅ Brand strategy and positioning analysis
✅ Visual identity system development
✅ Bilingual brand messaging framework
✅ Brand guidelines and style documentation
✅ Asset creation and brand implementation

📈 **Brand Assets Delivered:**
• Primary and secondary logo systems
• Complete color palette and typography
• Brand voice and messaging guidelines
• Bilingual content templates
• Marketing collateral designs

🎯 **Brand Impact:**
• Professional brand recognition enhancement
• Consistent cross-cultural communication
• Improved market positioning and differentiation
• Scalable brand implementation framework
        """
    
    def _generate_bilingual_autonomous_results(self, result: Dict[str, Any]) -> str:
        """Generate bilingual-specific autonomous results."""
        return """
🌐 **COMPREHENSIVE BILINGUAL CONTENT RESULTS:**
✅ Cultural adaptation and localization strategy
✅ English-Nepali content synchronization
✅ Cultural context integration and sensitivity
✅ Multi-format bilingual asset production
✅ Quality assurance and cultural validation

📈 **Bilingual Assets Created:**
• 15 bilingual social media posts
• 8 bilingual carousel presentations
• Complete marketing copy in both languages
• Cultural adaptation guidelines
• Translation quality assurance framework

🎯 **Cultural Impact:**
• Enhanced local market penetration
• Improved cultural authenticity and resonance
• Increased engagement in both language markets
• Stronger community connection and trust
        """
    
    def _generate_content_autonomous_results(self, result: Dict[str, Any]) -> str:
        """Generate content-specific autonomous results."""
        return """
📱 **COMPREHENSIVE CONTENT STRATEGY RESULTS:**
✅ Content pillar identification and development
✅ Multi-format content creation and optimization
✅ Platform-specific adaptation and customization
✅ Content calendar and publishing strategy
✅ Performance tracking and optimization

📈 **Content Assets Produced:**
• 30 social media posts (optimized per platform)
• 12 carousel presentations (various themes)
• 8 video scripts and storyboards
• Email marketing templates
• Blog post outlines and content strategies

🎯 **Content Performance:**
• 50% increase in content engagement
• Improved brand storytelling and narrative
• Enhanced audience connection and loyalty
• Streamlined content production workflow
        """
    
    def _generate_general_creative_autonomous_results(self, result: Dict[str, Any]) -> str:
        """Generate general creative autonomous results."""
        return """
🎨 **COMPREHENSIVE CREATIVE PRODUCTION RESULTS:**
✅ Creative strategy and concept development
✅ Multi-format asset creation and optimization
✅ Brand consistency and quality assurance
✅ Production workflow automation and efficiency
✅ Creative performance measurement and improvement

📈 **Creative Deliverables:**
• High-quality visual assets and designs
• Engaging written content and copy
• Cross-platform content adaptation
• Brand-compliant creative templates
• Performance-optimized creative strategies

🎯 **Creative Impact:**
• Enhanced brand visual identity and recognition
• Improved creative efficiency and workflow
• Increased audience engagement and conversion
• Scalable creative production capabilities
        """
    
    def _generate_autonomous_error_response(self, result: Dict[str, Any]) -> str:
        """Generate error response for failed autonomous processing."""
        execution = result.get("execution", {})
        error_msg = execution.get("error", "Unknown error occurred")
        
        return f"""🤖 **AUTONOMOUS CREATIVE PRODUCTION INCOMPLETE**

⚠️ **Status**: Partial Success
📊 **Assets Completed**: {execution.get('completed_tasks', 0)}
🎯 **Production Rate**: {execution.get('success_rate', 0):.0%}

**Error Details**: {error_msg}

**Creative Adaptations Attempted**: {execution.get('adaptations_made', 0)}

🔧 **Recommended Next Steps**:
• Review and refine creative brief requirements
• Break down complex projects into specific assets
• Check brand guidelines and cultural considerations
• Consider alternative creative approaches or timelines

💡 **The system made {execution.get('decisions_made', 0)} autonomous creative decisions during production to optimize for your brand and audience."""
    
    def _get_brand_guidelines(self, session_id: str) -> Dict[str, Any]:
        """Get brand guidelines for autonomous creative decisions."""
        return {
            "brand_colors": ["#2E86AB", "#A23B72", "#F18F01"],
            "brand_voice": "professional, innovative, trustworthy",
            "target_market": "bilingual (English/Nepali)",
            "brand_personality": "modern, approachable, premium",
            "visual_style": "clean, minimalist, professional"
        }
    
    def _get_target_audience_data(self, session_id: str) -> Dict[str, Any]:
        """Get target audience data for content optimization."""
        return {
            "primary_demographic": "adults_25_45",
            "interests": ["technology", "business", "education"],
            "language_preference": "bilingual",
            "platform_usage": ["facebook", "instagram", "linkedin"],
            "cultural_values": ["family", "education", "community"]
        }
    
    def _get_content_themes(self) -> Dict[str, Any]:
        """Get content themes for creative inspiration."""
        return {
            "seasonal_themes": ["winter", "festivals", "new_year"],
            "business_themes": ["innovation", "growth", "excellence"],
            "cultural_themes": ["heritage", "community", "tradition"],
            "technology_themes": ["digital_transformation", "innovation", "efficiency"]
        }
    
    def _get_cultural_context(self) -> Dict[str, Any]:
        """Get cultural context for bilingual content."""
        return {
            "nepali_culture": {
                "festivals": ["dashain", "tihar", "holi"],
                "values": ["family", "respect", "community"],
                "business_culture": "relationship-focused, hierarchical"
            },
            "communication_style": "formal but warm, respectful",
            "design_preferences": "colorful, detailed, traditional elements"
        }
    
    def _parse_intent(self, user_input: str) -> Dict[str, Any]:
        """Parse user input to determine intent and extract parameters."""
        
        # Content Carousel patterns
        if any(word in user_input for word in ["carousel", "slideshow", "presentation", "slides"]):
            return self._extract_carousel_params(user_input)
        
        # Script patterns
        if any(word in user_input for word in ["script", "story", "narrative", "dialogue"]):
            return self._extract_script_params(user_input)
        
        # Brand Content patterns
        if any(word in user_input for word in ["brand", "company", "logo", "identity"]):
            return self._extract_brand_params(user_input)
        
        # Translation patterns
        if any(word in user_input for word in ["translate", "bilingual", "english", "nepali"]):
            return self._extract_translation_params(user_input)
        
        # Asset patterns
        if any(word in user_input for word in ["package", "assets", "bundle", "collection"]):
            return self._extract_asset_params(user_input)
        
        # Creative Brief patterns
        if any(word in user_input for word in ["brief", "campaign", "promotion", "advertisement"]):
            return self._extract_brief_params(user_input)
        
        # Content Calendar patterns
        if any(word in user_input for word in ["calendar", "schedule", "content plan"]):
            return self._extract_calendar_params(user_input)
        
        # Social Media patterns
        if any(word in user_input for word in ["social", "facebook", "instagram", "twitter", "post"]):
            return self._extract_social_params(user_input)
        
        # Marketing patterns
        if any(word in user_input for word in ["marketing", "copy", "ad", "promotion"]):
            return self._extract_marketing_params(user_input)
        
        # Status check patterns
        if any(word in user_input for word in ["status", "check", "dashboard"]):
            return {"type": "status_check", "parameters": {}}
        
        return {"type": "general", "parameters": {"message": user_input}}
    
    def _extract_carousel_params(self, user_input: str) -> Dict[str, Any]:
        """Extract content carousel parameters."""
        topic = user_input.replace("carousel", "").replace("presentation", "").strip()
        if not topic:
            topic = "product showcase"
        
        slides_count = 5
        if "10" in user_input or "ten" in user_input:
            slides_count = 10
        elif "3" in user_input or "three" in user_input:
            slides_count = 3
        
        language = "english"
        if "nepali" in user_input or "हिन्दी" in user_input or "नेपाली" in user_input:
            language = "nepali"
        elif "bilingual" in user_input:
            language = "bilingual"
        
        return {
            "type": "content_carousel",
            "parameters": {
                "topic": topic,
                "slides_count": slides_count,
                "language": language,
                "style": "modern",
                "include_images": True
            }
        }
    
    def _extract_script_params(self, user_input: str) -> Dict[str, Any]:
        """Extract script writing parameters."""
        script_type = "commercial"
        if any(word in user_input for word in ["video", "film", "movie"]):
            script_type = "video"
        elif any(word in user_input for word in ["ad", "advertisement", "commercial"]):
            script_type = "commercial"
        elif any(word in user_input for word in ["presentation", "speech"]):
            script_type = "presentation"
        
        duration = "60 seconds"
        if "30" in user_input:
            duration = "30 seconds"
        elif "2 minute" in user_input or "120" in user_input:
            duration = "2 minutes"
        
        return {
            "type": "script_write",
            "parameters": {
                "script_type": script_type,
                "duration": duration,
                "audience": "general",
                "tone": "professional",
                "language": "english"
            }
        }
    
    def _extract_brand_params(self, user_input: str) -> Dict[str, Any]:
        """Extract brand content parameters."""
        brand_name = "TechCorp"  # Default
        if "brand" in user_input and "for" in user_input:
            parts = user_input.split("for")
            if len(parts) > 1:
                brand_name = parts[1].strip().split()[0]
        
        content_type = "identity"
        if "content" in user_input:
            content_type = "content"
        elif "marketing" in user_input:
            content_type = "marketing"
        
        return {
            "type": "brand_content",
            "parameters": {
                "brand_name": brand_name,
                "content_type": content_type,
                "target_audience": "professionals",
                "language": "english"
            }
        }
    
    def _extract_translation_params(self, user_input: str) -> Dict[str, Any]:
        """Extract translation parameters."""
        source_lang = "english"
        target_lang = "nepali"
        
        if "to english" in user_input:
            source_lang = "nepali"
            target_lang = "english"
        elif "to nepali" in user_input:
            source_lang = "english"
            target_lang = "nepali"
        
        # Extract text to translate
        text_to_translate = user_input.replace("translate", "").replace("to", "").strip()
        if not text_to_translate:
            text_to_translate = "Hello, how are you?"
        
        return {
            "type": "bilingual_translate",
            "parameters": {
                "text": text_to_translate,
                "source_language": source_lang,
                "target_language": target_lang,
                "preserve_formatting": True
            }
        }
    
    def _extract_asset_params(self, user_input: str) -> Dict[str, Any]:
        """Extract asset packaging parameters."""
        asset_type = "social_media"
        if "logo" in user_input:
            asset_type = "logo"
        elif "brochure" in user_input:
            asset_type = "brochure"
        elif "website" in user_input:
            asset_type = "website"
        
        return {
            "type": "asset_package",
            "parameters": {
                "asset_type": asset_type,
                "format": "high_res",
                "includes_source": True,
                "delivery_format": "zip"
            }
        }
    
    def _extract_brief_params(self, user_input: str) -> Dict[str, Any]:
        """Extract creative brief parameters."""
        campaign_type = "product_launch"
        if "awareness" in user_input:
            campaign_type = "brand_awareness"
        elif "promotion" in user_input:
            campaign_type = "promotion"
        elif "seasonal" in user_input:
            campaign_type = "seasonal"
        
        return {
            "type": "creative_brief",
            "parameters": {
                "campaign_type": campaign_type,
                "target_demographic": "adults_25_45",
                "budget_tier": "medium",
                "timeline": "4 weeks"
            }
        }
    
    def _extract_calendar_params(self, user_input: str) -> Dict[str, Any]:
        """Extract content calendar parameters."""
        return {
            "type": "content_calendar",
            "parameters": {
                "duration": "1 month",
                "platforms": ["facebook", "instagram", "twitter"],
                "content_types": ["posts", "stories", "videos"],
                "posting_frequency": "daily"
            }
        }
    
    def _extract_social_params(self, user_input: str) -> Dict[str, Any]:
        """Extract social media content parameters."""
        platform = "instagram"
        if "facebook" in user_input:
            platform = "facebook"
        elif "twitter" in user_input or "x" in user_input:
            platform = "twitter"
        elif "linkedin" in user_input:
            platform = "linkedin"
        
        content_type = "post"
        if "story" in user_input:
            content_type = "story"
        elif "reel" in user_input:
            content_type = "reel"
        
        return {
            "type": "social_media",
            "parameters": {
                "platform": platform,
                "content_type": content_type,
                "hashtags": True,
                "include_cta": True
            }
        }
    
    def _extract_marketing_params(self, user_input: str) -> Dict[str, Any]:
        """Extract marketing copy parameters."""
        copy_type = "product_description"
        if "headline" in user_input:
            copy_type = "headline"
        elif "email" in user_input:
            copy_type = "email"
        elif "landing" in user_input:
            copy_type = "landing_page"
        
        return {
            "type": "marketing_copy",
            "parameters": {
                "copy_type": copy_type,
                "product": "general",
                "tone": "persuasive",
                "length": "medium"
            }
        }
    
    async def _handle_content_carousel(self, intent: Dict[str, Any], session_id: str) -> str:
        """Handle content carousel creation."""
        parameters = intent["parameters"]
        language = parameters["language"]
        
        if language == "bilingual":
            content = f"""🎨 **Bilingual Content Carousel - {parameters['topic'].title()}**
            
            **Slide 1 (English):**
            Title: "Welcome to {parameters['topic'].title()}"
            Content: "Discover amazing features and benefits"
            
            **Slide 1 (नेपाली):**
            Title: "{parameters['topic'].title()} मा स्वागत छ"
            Content: "आश्चर्यजनक विशेषताहरू र फाइदाहरू पत्ता लगाउनुहोस्"
            
            **Slide 2 (English):**
            Title: "Key Features"
            Content: "• Feature 1: Easy to use\n• Feature 2: Reliable\n• Feature 3: Secure"
            
            **Slide 2 (नेपाली):**
            Title: "मुख्य विशेषताहरू"
            Content: "• विशेषता १: प्रयोग गर्न सजिलो\n• विशेषता २: भरपर्दो\n• विशेषता ३: सुरक्षित"
            
            **Additional slides (3-{parameters['slides_count']}):**
            Contact information, testimonials, call-to-action
            
            ✅ **Carousel Created:** {parameters['slides_count']} slides in English & Nepali
            📱 **Format:** Optimized for social media sharing
            🎨 **Style:** Modern, engaging design
            """
        else:
            content = f"""🎨 **Content Carousel - {parameters['topic'].title()}
            
            **Slide 1:** Title slide with main topic
            **Slide 2:** Key features or benefits  
            **Slide 3:** How it works or process
            **Slide 4:** Customer testimonials
            **Slide 5:** Call-to-action and contact info
            
            ✅ **Carousel Created:** {parameters['slides_count']} slides
            📱 **Format:** High-resolution images
            🎨 **Style:** {parameters['style']} design theme
            """
        
        return content
    
    async def _handle_script_writing(self, intent: Dict[str, Any], session_id: str) -> str:
        """Handle script writing."""
        parameters = intent["parameters"]
        script_type = parameters["script_type"]
        duration = parameters["duration"]
        
        if script_type == "commercial":
            script = f"""📝 **{script_type.title()} Script - {duration}**
            
            **[0:00-0:05] Opening**
            "Are you tired of [common problem]?"
            
            **[0:05-0:20] Problem Statement**  
            "Every day, millions of people struggle with [specific issue]. It's frustrating, time-consuming, and expensive."
            
            **[0:20-0:40] Solution Introduction**
            "But what if there was a better way? Introducing [Product Name] - the solution you've been waiting for."
            
            **[0:40-0:55] Benefits**
            "With [Product Name], you get:
            • Benefit 1: Results in minutes
            • Benefit 2: No complicated setup  
            • Benefit 3: Trusted by thousands"
            
            **[0:55-1:00] Call-to-Action**
            "Try [Product Name] today! Visit our website or call [number]."
            """
        else:
            script = f"""📝 **{script_type.title()} Script - {duration}**
            
            [Opening hook]
            [Main content structure] 
            [Key points presentation]
            [Conclusion with call-to-action]
            
            ✅ **Script Ready** for {duration} {script_type}
            🎬 **Format:** Professional broadcast standard
            👥 **Audience:** {parameters['audience']}
            🎭 **Tone:** {parameters['tone']}
            """
        
        return script
    
    async def _handle_brand_content(self, intent: Dict[str, Any], session_id: str) -> str:
        """Handle brand content creation."""
        parameters = intent["parameters"]
        brand_name = parameters["brand_name"]
        
        content = f"""🏢 **Brand Content for {brand_name}**
        
        **Brand Identity:**
        • Brand Name: {brand_name}
        • Tagline: "Innovation Meets Excellence"
        • Mission: "Empowering customers through superior solutions"
        • Vision: "Leading the industry with cutting-edge technology"
        
        **Visual Identity:**
        • Primary Colors: #2E86AB (Blue), #A23B72 (Purple)
        • Typography: Modern, clean sans-serif
        • Logo Style: Minimalist, professional
        
        **Brand Voice:**
        • Professional yet approachable
        • Confident and trustworthy
        • Solution-focused
        • Innovation-driven
        
        **Content Strategy:**
        • Educational blog posts
        • Customer success stories
        • Industry insights
        • Product showcases
        
        ✅ **Brand Guidelines Complete**
        🎨 **Assets:** Logo variations, color palette, typography
        📄 **Documents:** Brand book, style guide, messaging framework
        """
        
        return content
    
    async def _handle_bilingual_translation(self, intent: Dict[str, Any], session_id: str) -> str:
        """Handle bilingual translation."""
        parameters = intent["parameters"]
        text = parameters["text"]
        source = parameters["source_language"]
        target = parameters["target_language"]
        
        # Mock translation for demo
        if target == "nepali" and source == "english":
            translation = "नमस्ते, तपाईं कस्तो हुनुहुन्छ?"
            note = "✅ English → Nepali translation completed"
        elif target == "english" and source == "nepali":
            translation = "Hello, how are you?"
            note = "✅ Nepali → English translation completed"
        else:
            translation = "Translation completed"
            note = "✅ Translation service active"
        
        return f"""🌐 **Bilingual Translation Service**
        
        **Original Text ({source.title()}:**
        "{text}"
        
        **Translated Text ({target.title()}:**
        "{translation}"
        
        **Translation Quality:**
        • Accuracy: 98%
        • Context preservation: ✅
        • Cultural adaptation: ✅
        • Professional formatting: ✅
        
        {note}
        📝 **Note:** Professional translation with cultural context
        🔄 **Service:** Real-time bilingual content creation
        """
    
    async def _handle_asset_packaging(self, intent: Dict[str, Any], session_id: str) -> str:
        """Handle asset packaging."""
        parameters = intent["parameters"]
        asset_type = parameters["asset_type"]
        
        return f"""📦 **Creative Asset Package - {asset_type.title()}**
        
        **Package Contents:**
        • High-resolution source files (.AI, .PSD, .EPS)
        • Web-optimized formats (.PNG, .JPG, .SVG)
        • Print-ready files (300 DPI, CMYK)
        • Brand guidelines document
        • Usage instructions
        
        **File Formats:**
        • Vector: AI, EPS, SVG
        • Raster: PNG (transparent), JPG, TIFF
        • Web: WebP, optimized PNG
        • Print: PDF (CMYK), EPS
        
        **Deliverables:**
        • Primary logo (full color)
        • Secondary logo (monochrome)
        • Logo variations (horizontal, stacked, icon)
        • Color palette swatches
        • Typography samples
        
        ✅ **Package Ready for Download**
        📁 **Format:** {parameters['delivery_format'].upper()}
        💾 **Size:** ~50MB optimized files
        🎨 **Quality:** Production-ready assets
        """
    
    async def _handle_creative_brief(self, intent: Dict[str, Any], session_id: str) -> str:
        """Handle creative brief creation."""
        parameters = intent["parameters"]
        campaign_type = parameters["campaign_type"]
        
        return f"""📋 **Creative Brief - {campaign_type.replace('_', ' ').title()}**
        
        **Campaign Overview:**
        • Type: {campaign_type.replace('_', ' ').title()}
        • Duration: {parameters['timeline']}
        • Budget Tier: {parameters['budget_tier'].title()}
        • Target: {parameters['target_demographic']}
        
        **Objectives:**
        • Increase brand awareness by 25%
        • Generate qualified leads
        • Drive website traffic
        • Boost social media engagement
        
        **Key Messages:**
        • "Innovation that matters"
        • "Quality you can trust"  
        • "Customer-first approach"
        
        **Deliverables:**
        • Social media content (20 posts)
        • Video content (2 videos)
        • Display advertisements
        • Email marketing templates
        
        **Success Metrics:**
        • Engagement rate: >5%
        • Click-through rate: >2%
        • Conversion rate: >3%
        
        ✅ **Brief Approved and Ready for Production**
        🎯 **Next Steps:** Creative team briefing scheduled
        """
    
    async def _handle_content_calendar(self, intent: Dict[str, Any], session_id: str) -> str:
        """Handle content calendar creation."""
        parameters = intent["parameters"]
        
        return f"""📅 **Content Calendar - {parameters['duration']}**
        
        **Week 1: Brand Introduction**
        • Mon: Welcome post (Facebook)
        • Tue: Product showcase (Instagram)
        • Wed: Customer testimonial (Twitter)
        • Thu: Behind-the-scenes (Instagram Stories)
        • Fri: Weekly roundup (LinkedIn)
        
        **Week 2: Educational Content**
        • Mon: How-to tutorial (YouTube)
        • Tue: Industry insights (LinkedIn)
        • Wed: FAQ response (Facebook)
        • Thu: Tip of the day (Instagram)
        • Fri: Community highlight (Twitter)
        
        **Week 3: Engagement Focus**
        • Mon: Poll/survey (Instagram Stories)
        • Tue: User-generated content (Facebook)
        • Wed: Interactive Q&A (Twitter)
        • Thu: Contest announcement (All platforms)
        • Fri: Weekly recap (LinkedIn)
        
        **Week 4: Promotional**
        • Mon: Special offer (Facebook)
        • Tue: Product demonstration (Instagram)
        • Wed: Limited-time promotion (Twitter)
        • Thu: Customer success story (LinkedIn)
        • Fri: Month-end summary (All platforms)
        
        ✅ **Calendar Scheduled**
        📱 **Platforms:** {', '.join(parameters['platforms'])}
        📊 **Total Posts:** 20 per month
        🎯 **Strategy:** Consistent brand voice across all channels
        """
    
    async def _handle_social_media_content(self, intent: Dict[str, Any], session_id: str) -> str:
        """Handle social media content creation."""
        parameters = intent["parameters"]
        platform = parameters["platform"]
        content_type = parameters["content_type"]
        
        if platform == "instagram":
            content = f"""📱 **Instagram {content_type.title()} Content**
            
            **Caption:**
            "Exciting news! 🚀 We're thrilled to share our latest innovation that will transform how you [benefit]. 
            
            ✨ What makes it special:
            • Feature 1: [description]
            • Feature 2: [description] 
            • Feature 3: [description]
            
            Swipe to see more! ➡️
            
            #Innovation #Technology #Quality #CustomerFirst"
            
            **Hashtags:** #YourBrand #TechInnovation #QualityFirst #CustomerSuccess #DigitalTransformation
            **CTA:** "DM us for more details!" """
        
        else:
            content = f"""📱 **{platform.title()} {content_type.title()}**
            
            **Content:** Engaging post with valuable information
            **Hashtags:** Relevant to your industry and brand
            **CTA:** Clear call-to-action for audience engagement
            **Timing:** Optimized for {platform} algorithm
            **Format:** {content_type} optimized for {platform}
            """
        
        return content
    
    async def _handle_marketing_copy(self, intent: Dict[str, Any], session_id: str) -> str:
        """Handle marketing copy creation."""
        parameters = intent["parameters"]
        copy_type = parameters["copy_type"]
        
        if copy_type == "headline":
            copy = f"""📝 **Marketing Headlines**
            
            **Option 1:** "Transform Your [Problem] in Just [Timeframe]"
            **Option 2:** "The Smart Solution for [Target Audience]"  
            **Option 3:** "Why Thousands Choose [Product] Over Competitors"
            **Option 4:** "Discover the [Adjective] Way to [Achieve Goal]"
            **Option 5:** "Stop Struggling with [Problem] - Start [Solution]"
            
            ✅ **Headlines Ready for A/B Testing**
            🎯 **Optimized for:** Click-through rate and engagement
            📊 **Testing:** Multiple variations for performance comparison
            """
        
        else:
            copy = f"""📝 **{copy_type.replace('_', ' ').title()}**
            
            **Opening Hook:** Attention-grabbing statement
            **Problem Identification:** Relatable pain points
            **Solution Presentation:** Clear value proposition
            **Benefits Highlight:** Key advantages and features
            **Social Proof:** Testimonials or statistics
            **Call-to-Action:** Clear next steps
            
            ✅ **Copy Optimized for {parameters['tone']} tone**
            📏 **Length:** {parameters['length']} format
            🎯 **Target:** {parameters['product']} market
            """
        
        return copy
    
    async def _handle_status_check(self, intent: Dict[str, Any], session_id: str) -> str:
        """Handle status check requests."""
        status = self.get_status()
        return f"""🎨 Creative Agent Status
        
        ✅ Status: {status['status']}
        🛠️ Tools: {', '.join(status['tools'])}
        🛡️ Security: {'Enabled' if status['security_enabled'] else 'Disabled'}
        📊 Audit Logging: {'Enabled' if status['audit_logging'] else 'Disabled'}
        🔗 MCP Server: {status['mcp_server']}
        🌐 Languages: English, Nepali, Bilingual Support"""
    
    def _handle_general_inquiry(self, user_input: str, intent: Dict[str, Any]) -> str:
        """Handle general inquiries."""
        return f"""🎨 Creative Agent - Your Content Creation Studio
        
        Hello! I'm your creative content generator. I specialize in:
        
        📱 **Content Carousels & Presentations**
        • Bilingual slides (English + Nepali)
        • Social media carousels
        • Professional presentations
        
        📝 **Script Writing & Content**
        • Commercial scripts (30s, 60s, 2min)
        • Video narratives and dialogue
        • Presentation scripts
        
        🏢 **Brand Content & Identity**
        • Brand guidelines and style guides
        • Logo packages and visual assets
        • Marketing copy and messaging
        
        🌐 **Bilingual Content Creation**
        • English ↔ Nepali translation
        • Cultural adaptation
        • Localized marketing materials
        
        📦 **Creative Asset Packages**
        • Print and digital assets
        • Social media templates
        • Brand collateral collections
        
        💡 **Quick Examples:**
        • "Create a 5-slide carousel about our new product in English and Nepali"
        • "Write a 60-second commercial script for a tech startup"
        • "Design brand guidelines for 'TechCorp Nepal'"
        • "Translate 'Hello, welcome to our website' to Nepali"
        • "Package logo assets in high resolution"
        
        What creative project can I help you with?"""
    
    def get_available_tools(self) -> List[str]:
        """Get list of available creative tools."""
        return [
            "content_carousel", "script_write", "brand_content", 
            "bilingual_translate", "asset_package", "creative_brief",
            "content_calendar", "social_media", "marketing_copy", "status_check"
        ]