feat(feedback): Add content improvement feedback system
Frontend (frontend/app.js): - Add textarea for improvement feedback - Add submit button with loading state - Handle API response and display improved content Backend (backend/copywriter.py): - Add improve_copy() method using Cohere API - Integrate retry mechanism for API calls Backend (backend/main.py): - Add /improve-content POST endpoint - Implement error handling and return improved content with metadata Testing: - Verified feedback submission flow - Confirmed improved content generation - Tested error scenarios and loading states
This commit is contained in:
Michael Ikehi
+137
-47
@@ -18,6 +18,104 @@ class BrandStyleManager:
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"""Initialize the BrandStyleManager with default or stored style guidelines."""
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self.style_path = Path(config.DATA_DIR) / "style_guidelines" / "brand_style.json"
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self.style_guidelines = self._load_or_create_style()
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self.content_formats = {
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"website_copy": """
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Generate engaging website copy for a brand or business.
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- Start with a strong headline and supporting subheadline
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- Write in a clear, benefit-driven tone
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- Use SEO-friendly keywords naturally
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- Structure content with short paragraphs and bullet points
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- Include a clear call-to-action at the end
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""",
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"email": """
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Create a marketing or sales email for a target audience.
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- Start with a compelling subject line
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- Use a warm, conversational tone
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- Keep the message focused and value-driven
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- Personalize where possible (name, context)
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- End with a clear and persuasive CTA
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""",
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"social_media": """
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Write social media content tailored to a specific platform.
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- Hook the reader within the first sentence
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- Keep the message concise and engaging
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- Use platform-appropriate tone and emojis (if applicable)
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- Add relevant hashtags and tag accounts when needed
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- Include a prompt or CTA to drive interaction
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""",
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"blog_post": """
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Generate a blog article on a given topic or keyword.
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- Begin with a strong hook or introduction
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- Organize content with subheadings and logical flow
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- Use examples, data, and storytelling
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- Optimize for SEO with keywords and meta description
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- Conclude with a summary or actionable insight
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""",
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"sales_copy": """
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Write persuasive sales copy for a product or service.
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- Lead with a strong value proposition
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- Address specific pain points and offer solutions
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- Highlight features, benefits, and outcomes
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- Include social proof (testimonials, stats, etc.)
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- End with a direct and compelling CTA
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""",
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"ad_copy": """
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Create short, punchy ad copy for digital or print campaigns.
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- Capture attention in the first line
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- Use emotional or benefit-driven language
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- Keep it brief and persuasive
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- Align copy with the target audience
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- Include a CTA or promotional message
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""",
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"video_script": """
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Generate a short video script for a marketing video.
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- Hook the viewer in the first few seconds
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- Introduce the problem and present the solution
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- Keep the tone conversational and natural
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- Include visual cues and on-screen text ideas
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- Wrap up with a strong CTA
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""",
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"case_study": """
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Write a case study that highlights a customer success story.
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- Start with a quick summary of the results
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- Describe the client and their initial problem
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- Explain how the product/service helped
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- Include measurable outcomes or metrics
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- End with a quote and a CTA to learn more
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""",
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"product_description": """
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Generate a product description that drives interest and conversions.
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- Begin with the most attractive benefit
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- Mention key features and what makes the product unique
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- Use sensory and persuasive language
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- Include important specs or FAQs
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- End with a micro-CTA (e.g., "Shop now", "View details")
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""",
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"landing_page": """
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Write copy for a focused landing page.
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- Use a bold, attention-grabbing headline
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- Describe the offer clearly and simply
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- Include supporting details that reinforce value
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- Remove distractions and focus on a single goal
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- Add a CTA above the fold and at the end
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""",
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"press_release": """
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Create a professional press release for an announcement.
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- Begin with a headline that summarizes the news
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- Use a journalistic tone and structure
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- Provide key facts in the first paragraph
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- Add quotes from relevant leaders or stakeholders
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- End with boilerplate company info and contact details
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""",
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"newsletter": """
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Write a newsletter update for subscribers.
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- Start with a warm greeting or short intro
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- Highlight the most important news or offer first
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- Use engaging sub-sections or article teasers
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- Maintain consistent tone with the brand
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- Include CTAs to drive clicks or traffic
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"""
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}
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logger.info("BrandStyleManager initialized successfully")
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def _load_or_create_style(self) -> Dict[str, Any]:
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@@ -84,55 +182,29 @@ class BrandStyleManager:
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raise
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def format_prompt_with_brand_style(self, user_prompt: str, content_type: Optional[str] = None) -> str:
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"""
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Format user prompt with brand style guidelines for the LLM.
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"""Format user prompt to match the established writing style."""
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Args:
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user_prompt: Original user prompt
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content_type: Type of content being generated
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Returns:
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Formatted prompt with brand style instructions
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"""
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style = self.style_guidelines
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# Create a formatted prompt with brand style instructions
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prompt_parts = [
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f"Generate marketing content for {style['brand_name']} based on the following request:",
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f"\"{user_prompt}\"",
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"\nFollow these brand style guidelines:",
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f"- Brand Name: {style['brand_name']}",
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f"- Tone: {', '.join(style.get('tone', []))}",
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f"- Voice Characteristics: {', '.join(style.get('voice_characteristics', []))}",
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style_instructions = [
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"Follow these writing style guidelines:",
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"- Use direct commands that empower the reader",
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"- Address the reader directly using 'you' and 'your'",
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"- Create rhythmic, repetitive patterns in key messages",
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"- Maintain a clear, confident, and authoritative tone",
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"- Use simple, practical language without jargon",
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"- Acknowledge challenges while focusing on solutions",
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"- Include empowering phrases that emphasize reader's control and choice"
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]
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# Content type specific formatting
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content_format = self._get_content_format(content_type) if content_type else ""
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# Add taboo words if any
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if 'taboo_words' in style and style['taboo_words']:
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prompt_parts.append(f"- Avoid these words: {', '.join(style['taboo_words'])}")
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# Add preferred terms if any
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if 'preferred_terms' in style and style['preferred_terms']:
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terms = [f"use '{value}' instead of '{key}'" for key, value in style['preferred_terms'].items()]
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prompt_parts.append(f"- Preferred terminology: {'; '.join(terms)}")
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# Add content type specific instructions
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if content_type:
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if content_type == "email_campaign":
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prompt_parts.append("- Format as a professional email with subject line, greeting, body, and signature")
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elif content_type == "social_media":
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prompt_parts.append("- Format as a concise social media post with appropriate hashtags")
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elif content_type == "blog_post":
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prompt_parts.append("- Format as a blog post with title, introduction, body with subheadings, and conclusion")
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elif content_type == "website_copy":
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prompt_parts.append("- Format as website copy with clear headings and concise paragraphs")
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elif content_type == "ad_copy":
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prompt_parts.append("- Format as advertising copy with headline, body, and clear call to action")
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# Combine all parts
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formatted_prompt = "\n".join(prompt_parts)
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logger.debug("Created formatted prompt with brand style")
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return formatted_prompt
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return "\n".join([
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f"Generate content based on this request:",
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f"\"{user_prompt}\"",
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"",
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"\n".join(style_instructions),
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content_format
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])
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def check_content_alignment(self, content: str) -> Dict[str, Any]:
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"""
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@@ -171,5 +243,23 @@ class BrandStyleManager:
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'aligned': alignment_score >= 80 # Consider aligned if score is 80% or higher
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}
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def _get_content_format(self, content_type: str) -> str:
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"""
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Get formatting instructions for specific content type.
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Args:
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content_type: Type of content to generate
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Returns:
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Formatting instructions as string
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"""
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if not content_type:
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return ""
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format_instructions = self.content_formats.get(content_type, "")
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if format_instructions:
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return f"\nContent type specific instructions:\n{format_instructions.strip()}"
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return ""
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# Create a singleton instance
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brand_style_manager = BrandStyleManager()
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brand_style_manager = BrandStyleManager()
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