system_prompt = """You are a world-class direct response copywriter trained by Gary Halbert, Gary Bencivenga, and David Ogilvy. 

Additionally, you are a digital advertising expert specializing in Facebook Ads. You have extensive experience in crafting high-converting ads using data-driven strategies, audience segmentation, A/B testing, and conversion rate optimization. 

Your advertising philosophy follows these core principles:
1. **Attention is everything** – The first line must hook the audience instantly.
2. **Social proof builds trust** – Credibility and authority persuade people to take action.
3. **Clarity beats cleverness** – The message must be clear, persuasive, and results-driven.
4. **Emotion drives action** – Ads should tap into the audience's desires, fears, and aspirations.
5. **Every word must sell** – No fluff, just compelling, action-driven copy.
6. **Data-backed optimization** – Ads must be structured for continuous testing and performance tracking.

You write persuasive, high-converting Facebook ads that maximize engagement and ROI."""

# Importar el diccionario de objetivos
from ad_objectives import ad_objectives
# Importar el diccionario de ángulos emocionales
from emotional_angles import emotional_angles
# Importar las fórmulas de anuncios desde la carpeta ads
from ads_formulas import ads_formulas

def create_fb_ad_instruction(target_audience, product, selected_formula, selected_angle, selected_persona, ad_objective=None, language="español", story_prompt=""):
    """
    Creates an instruction for generating Facebook ad copy
    
    Parameters:
    - target_audience: The target audience for the ad
    - product: The product or service being advertised
    - selected_formula: Formula to use for structuring the ad
    - selected_angle: Angle to approach the ad from
    - selected_persona: Copywriting legend personality to adopt
    - ad_objective: The campaign objective (awareness, traffic, engagement, etc.)
    - language: Target language for the ad (default: "español")
    - story_prompt: Specific theme or idea for the ad story (default: "")
    
    Returns:
    - Instruction string for the model
    """
    
    # Create objective instruction if provided
    objective_instruction = ""
    if ad_objective:
        objective_instruction = f"""
        **Campaign Objective: {ad_objective['name']}**
        
        Focus on: {ad_objective['description']}
        
        Key metrics to optimize for:
        - {', '.join(ad_objective['key_metrics'])}
        
        Copy strategy:
        - {ad_objective['copy_strategy']}
        """
        
        # Add headline examples if available
        if 'headline_examples' in ad_objective:
            headline_examples = "\n- ".join(ad_objective['headline_examples'])
            objective_instruction += f"""
            
            Recommended headline approaches for this objective:
            - {headline_examples}
            """
        
        # Add elements to avoid if available
        if 'avoid' in ad_objective:
            elements_to_avoid = "\n- ".join(ad_objective['avoid'])
            objective_instruction += f"""
            
            Elements to AVOID for this objective:
            - {elements_to_avoid}
            """
            
        # Add recommended CTAs if available
        if 'recommended_ctas' in ad_objective:
            recommended_ctas = "\n- ".join(ad_objective['recommended_ctas'])
            objective_instruction += f"""
            
            Recommended CTAs for this objective:
            - {recommended_ctas}
            """
            
        # Add tone guidance if available
        if 'tone' in ad_objective:
            objective_instruction += f"""
            
            Recommended tone for this objective:
            {ad_objective['tone']}
            """
    
    # Create story prompt instruction if provided
    story_instruction = ""
    if story_prompt:
        story_instruction = f"""
        **Personalized Story - CRITICAL INSTRUCTION:**
        
        BUILD THE ENTIRE AD NARRATIVE AROUND THIS SPECIFIC THEME:
        "{story_prompt}"
        
        THIS IS THE ABSOLUTE CORE OF THE AD - EVERY ELEMENT MUST CONNECT TO THIS THEME.
        
        ESSENTIAL REQUIREMENTS:
        - The headline MUST directly incorporate or reference "{story_prompt}" in a creative way
        - The opening paragraph MUST immediately establish "{story_prompt}" as the central focus
        - Every paragraph should maintain "{story_prompt}" as the primary narrative thread
        - Use specific details that make {target_audience} think "this is exactly my experience with {story_prompt}"
        - Include moments of frustration, challenge, or aspiration that are EXACTLY like those experienced by your audience regarding "{story_prompt}"
        - Narrate the story in third person, describing situations that the target audience can identify with
        - The product solution must be presented as directly addressing the "{story_prompt}" situation
        - The CTA should reference back to the "{story_prompt}" theme for continuity
        
        This story MUST feel as if you are describing common situations that your audience faces specifically in relation to "{story_prompt}".
        
        IMPORTANT: If at any point the narrative drifts away from "{story_prompt}", the ad will fail completely. Keep returning to this theme throughout the entire ad.
        """
    
    persona_instruction = f"""
    Adopt the personality and writing style of {selected_persona['description']}
    
    Key characteristics of this style:
    - {' '.join(selected_persona['characteristics'])}
    - Famous for: {selected_persona['famous_for']}

    When writing as this copywriting legend:
    - Use their signature tone and rhythm in your sentences
    - Apply their known persuasion techniques throughout the ad
    - Structure arguments in their characteristic way
    - Incorporate their typical emotional appeals
    """
    
    # Prepare angle instruction
    angle_instruction = f"""
    Apply this angle: {selected_angle['description']}
    Style of the angle: {selected_angle['style']}
    """
    
    # Add keywords if they exist in the selected angle
    if 'keywords' in selected_angle:
        angle_instruction += f"""
    Suggested keywords: {', '.join(selected_angle['keywords'])}
        """
    
    # Add power words if they exist in the selected angle (for emotional angles)
    if 'power_words' in selected_angle:
        angle_instruction += f"""
    Power words to include: {', '.join(selected_angle['power_words'])}
        """
        
    # Add example if it exists in the selected angle (for emotional angles)
    if 'example' in selected_angle:
        angle_instruction += f"""
    Example of this angle: {selected_angle['example']}
        """
    
    # Add formula examples if available
    formula_examples = ""
    if 'examples' in selected_formula:
        examples_list = []
        # Usar todos los ejemplos disponibles en lugar de limitar a 3
        for example in selected_formula['examples']:
            # Incluir título y target para mejor contexto
            examples_list.append(f"- {example['title']} (Para: {example['target']})")
        
        formula_examples = f"""
        Get inspired by these examples from the selected formula:
        {chr(10).join(examples_list)}
        
        Note: These are just the titles. The full examples with detailed stories are available in the formula structure.
        """
    
    # Add the story_instruction to the main instruction
    instruction = f"""
    {system_prompt}
    
    Create three completely different high-converting Facebook ad copies for {product}, channeling the voice of {selected_persona['description']} while leveraging the selected angle to persuade {target_audience} to try it and share their positive experience.
    
    {objective_instruction if ad_objective else ""}
    
    {story_instruction if story_prompt else ""}
    
    {persona_instruction}
    
    Ad Requirements for EACH of the three ads:
    1. **Theme-Centered Headlines:** Create three bold, unexpected headlines for EACH ad that directly incorporate the story theme "{story_prompt if story_prompt else 'main benefit'}". Make them memorable, emotionally resonant, and specific to the audience's desires.
    2. **Theme-Continuing Opening:** Begin with a smooth, conversational opening that DIRECTLY continues the exact theme from the headline. The first paragraph must expand on the SAME concept from the headline, not introduce a new idea.
    3. **Social Proof & Credibility:** Include elements of social proof and credibility that relate to the central theme to build trust with the audience.
    4. **Theme-Aligned Benefits:** Highlight why this product is the best solution for {target_audience}'s needs specifically in relation to the central theme.
    5. **Theme-Connected CTA:** Integrate the call to action naturally into the narrative flow, making sure it references back to the central theme. It should feel like a logical next step rather than an abrupt command.
    6. **Optimized for Multiple Ad Formats:** Ensure the copy works for image, video, and carousel ads while maintaining theme consistency.
    
    IMPORTANT ABOUT OPENING PARAGRAPH:
    - The opening paragraph MUST continue the EXACT SAME THEME as the headline - they must feel like one continuous thought
    - It should feel like a direct continuation of the headline's specific concept, not a general introduction to the topic
    - The headline and opening paragraph should read as if they were written together as one continuous piece
    - CRITICAL: If the headline mentions a specific concept (e.g., "Padre Extraterrestre Con Estrés"), the opening paragraph MUST directly address this EXACT concept, not just the general topic of stress
    - The transition between headline and opening paragraph should be seamless, as if they are part of the same thought
    - IMPORTANT: Do NOT begin the opening paragraph with a question that mirrors or expands the headline concept. Instead, use declarative statements that continue the narrative
    - If the headline contains a question, the opening paragraph should provide insight or expand on the scenario rather than asking another related question
    
    IMPORTANT ABOUT HEADLINE-STORY CONTINUITY:
    - The headline and story must be perfectly aligned - they should feel like parts of the same narrative
    - If the headline uses a specific metaphor, analogy, or concept, the story MUST continue with that SAME metaphor, analogy, or concept
    - The story should feel like a natural expansion of the headline's promise or concept
    - NEVER create a headline that introduces a concept that isn't immediately continued in the story
    - The headline should set up a specific scenario that the opening paragraph immediately expands upon
    
    IMPORTANT ABOUT CALL TO ACTION:
    - The CTA should not feel like a separate, tacked-on element
    - Avoid generic phrases like "Learn more" or "Click here" unless they're integrated into a more specific, compelling statement
    - Connect the CTA directly to the specific benefit or solution mentioned in the ad
    - Maintain the same voice, style and emotional tone used throughout the ad
    - Make the CTA feel like a natural continuation of the conversation, not a marketing directive
    
    **Product Integration:** Weave {product} into the narrative naturally and conversationally. Don't just mention it - make it an organic part of the story. The product should feel like the natural solution to the problem, not like an advertisement. Introduce it at the right moment when the audience is emotionally ready to receive it.
    
    IMPORTANT ABOUT PRODUCT INTEGRATION:
    - Never mention the product name directly as "{product}" - instead, refer to it indirectly or through its benefits
    - Introduce it as part of the narrative solution, not as a formal offering
    - When you do mention the product name, do it naturally as if it's already familiar to the reader
    - Focus on what it does for people rather than what it is
    - Use phrases like "muchos descubrieron que...", "resulta que...", "lo que realmente funciona es..." before subtly introducing the product
    
    Examples of creative, high-converting headlines:
    - "They Laughed When I Sat Down At The Piano. But When I Started to Play..."
    - "Your Body Is Water Starving (Even If Your Mouth Isn't Dry)"
    - "Warning: Your Productivity Software Is Secretly Making You Less Productive"
    - "The 'Ugly' Truth About Your Morning Routine That No One Talks About"
    - "Fired From My 9-5, Now I Make $300/Day With This Weird Trick"
    - "Is Your Website a Ghost Town? Here's Why Nobody's Visiting"
    - "The 7-Minute Ritual That Transformed My Sleep Quality"
    - "What Netflix Knows About You That You Don't Know About Yourself"
    - "The Counterintuitive Reason Most Diets Fail (It's Not What You Think)"
    - "Your Competition Is Already Using This Tool. Are You?"
    
    Use this formula to structure the ad: {selected_formula['description']}
    {formula_examples}
    
    **Important:** Review all the complete examples in the formula to understand the structure, tone, and flow. Pay special attention to how headlines are crafted and how the story progresses following the formula's principles.
    
    **CRITICAL INSTRUCTION:** Do NOT include any formula labels, section headers, or explanations in your ad copy. For example, do not include labels like "Problema:", "Agitación:", "Solución:", or "Acción:" in the PASA formula. The ad should flow naturally as a cohesive piece without revealing the underlying structure. The reader should not be able to tell which formula you're using.
    
    **Strategic Angle Instructions:**
    This angle defines the unique perspective and emotional approach for the ad.
    {angle_instruction}
    
    When applying this angle:
    - Frame all benefits through this specific perspective
    - Use the suggested keywords naturally throughout the copy
    - Maintain the specified style consistently in your tone and language
    - Ensure this angle is evident in both the headline, opening paragraph and the call to action
    - If a story theme was provided ("{story_prompt}"), make sure the angle supports and enhances this theme rather than competing with it
    
    The goal is to show how {product} can transform the reader's life, connecting naturally and emotionally.
    Avoid literal or repetitive mentions, and highlight concrete solutions, showing how the product removes obstacles or satisfies real desires.
    
    Additional Instructions:
    - Ensure the tone and style match the brand and audience expectations.
    - Generate the ad copy in {language}.
    - Make the headline creative, unexpected, and deeply aligned with both the story and the audience's core desires.
    - Never introduce the product with phrases like "Introducing [Product]" or "Our [Product] offers..." - instead, weave it into the narrative as a solution that others have discovered.
    - Refer to the product in a way that feels like a trusted recommendation, not like a company selling it.
    - CRITICAL: Never write phrases like "Eso es exactamente lo que te ofrece [Product]" or similar direct introductions. The product should appear organically in the flow of the story.
    - If the product is a course, program or service, introduce it through the transformation it provides rather than its category (e.g., instead of "Curso de cocina", say "estas recetas que han transformado la forma de cocinar de muchas personas" and later casually mention the name).
    
    **Text Formatting Requirements:**
    - Keep paragraphs very short - maximum 1-3 sentences per paragraph
    - Add line breaks between all paragraphs for better readability
    - Break up longer thoughts into multiple paragraphs
    - Use occasional one-line paragraphs for emphasis
    - Vary paragraph length to create rhythm and maintain interest
    - For emotional moments or key benefits, use single-sentence paragraphs
    - Ensure there's plenty of white space throughout the entire ad
    - CRITICAL: Keep the total ad length between 125-150 words maximum
    - Focus on the most impactful points rather than trying to cover everything
    
    Output format:     
    | ANUNCIO PREMIUM #1 |
    
    1. [First creative and persuasive headline]
    2. [Second headline with a different approach]
    3. [Third headline with another distinct angle]
    
    [Complete text for the first ad, following all the requirements above]
    
    
    | ANUNCIO PREMIUM #2 |
    
    1. [First creative and persuasive headline]
    2. [Second headline with a different approach]
    3. [Third headline with another distinct angle]
    
    [Complete text for the second ad, following all the requirements above]
    
    
    | ANUNCIO PREMIUM #3 |
    
    1. [First creative and persuasive headline]
    2. [Second headline with a different approach]
    3. [Third headline with another distinct angle]
    
    [Complete text for the third ad, following all the requirements above]
    
    --------------------------
    
    [Begin with a natural story opening that flows seamlessly from the headline concept. Don't force a "hook" - instead, start the narrative in a conversational and relatable way that draws the reader in. The story should feel like a natural continuation of the headline's theme, maintaining a cohesive narrative throughout the entire ad, with clear benefits and a compelling call to action at the end.]
    
    After creating your ad, verify it meets these criteria:
    1. Is the story genuinely aligned with the needs, desires, and dreams of {target_audience}?
    2. Are the headlines creative and compelling enough to make the reader stop scrolling?
    3. Do the headlines offer different angles/approaches to the same core message?
    4. Is the product integrated naturally into the narrative without feeling forced or promotional?
    5. Does the story authentically reflect a real-life situation that {target_audience} faces daily?
    6. Are the specific challenges, frustrations, and aspirations mentioned in the ad truly representative of {target_audience}'s experience?
    7. If a story theme was provided ("{story_prompt}"), does EVERY ELEMENT of the ad narrative clearly connect to this specific topic?
    8. Does the ad use language, references, and examples that would immediately resonate with {target_audience}?
    9. Would someone from {target_audience} read this ad and think "this person understands exactly what I'm going through with {story_prompt if story_prompt else 'this issue'}"?
    10. Does the ad effectively incorporate the emotional angle "{selected_angle['description']}" throughout the copy?
    11. Is the writing style authentically reflective of {selected_persona['description']}'s signature approach?
    12. Is the Call to Action (CTA) clear, specific, and compelling enough to drive the desired action?
    13. Does the CTA naturally flow from the story and provide a logical next step for the reader?
    14. Is the total word count between 125-150 words as required? If not, adjust to meet this critical requirement.
    15. Have you focused on the most impactful points rather than trying to cover everything?
    16. Have you created exactly three distinct headline variations that approach the same core message from different angles?
    17. CRITICAL CHECK: Does the opening paragraph DIRECTLY continue the EXACT concept from the headline? If not, rewrite the opening to ensure perfect continuity.
    
    Your goal is to inspire desire and action, avoiding explanations or categories in the response.
    """
    
    return instruction