""" LinkedIn Post Generation Prompts This module contains prompt templates and builders for generating LinkedIn posts. """ from typing import Any, Optional, Dict class PostPromptBuilder: """Builder class for LinkedIn post generation prompts.""" @staticmethod def build_post_prompt(request: Any, persona: Optional[Dict[str, Any]] = None) -> str: """ Build prompt for post generation. Args: request: LinkedInPostRequest object containing generation parameters Returns: Formatted prompt string for post generation """ persona_block = "" if persona: try: # Expecting structure similar to persona_service.get_persona_for_platform output core = persona.get('core_persona', persona) platform_adaptation = persona.get('platform_adaptation', persona.get('platform_persona', {})) linguistic = core.get('linguistic_fingerprint', {}) sentence_metrics = linguistic.get('sentence_metrics', {}) lexical_features = linguistic.get('lexical_features', {}) rhetorical_devices = linguistic.get('rhetorical_devices', {}) tonal_range = core.get('tonal_range', {}) persona_block = f""" PERSONA CONTEXT: - Persona Name: {core.get('persona_name', 'N/A')} - Archetype: {core.get('archetype', 'N/A')} - Core Belief: {core.get('core_belief', 'N/A')} - Tone: {tonal_range.get('default_tone', request.tone)} - Sentence Length (avg): {sentence_metrics.get('average_sentence_length_words', 15)} words - Preferred Sentence Type: {sentence_metrics.get('preferred_sentence_type', 'simple and compound')} - Go-to Words: {', '.join(lexical_features.get('go_to_words', [])[:5])} - Avoid Words: {', '.join(lexical_features.get('avoid_words', [])[:5])} - Rhetorical Style: {rhetorical_devices.get('summary','balanced rhetorical questions and examples')} """.rstrip() except Exception: persona_block = "" prompt = f""" You are an expert LinkedIn content strategist with 10+ years of experience in the {request.industry} industry. Create a highly engaging, professional LinkedIn post that drives meaningful engagement and establishes thought leadership. TOPIC: {request.topic} INDUSTRY: {request.industry} TONE: {request.tone} TARGET AUDIENCE: {request.target_audience or 'Industry professionals, decision-makers, and thought leaders'} MAX LENGTH: {request.max_length} characters {persona_block} CONTENT REQUIREMENTS: - Start with a compelling hook that addresses a pain point or opportunity - Include 2-3 specific, actionable insights or data points - Use storytelling elements to make it relatable and memorable - Include industry-specific examples or case studies when relevant - End with a thought-provoking question or clear call-to-action - Use professional yet conversational language that encourages discussion ENGAGEMENT STRATEGY: - Include 3-5 highly relevant, trending hashtags (mix of broad and niche) - Use line breaks and emojis strategically for readability - Encourage comments by asking for opinions or experiences - Make it shareable by providing genuine value KEY POINTS TO COVER: {', '.join(request.key_points) if request.key_points else 'Current industry trends, challenges, and opportunities'} FORMATTING: - Use bullet points or numbered lists for key insights - Include relevant emojis to enhance visual appeal - Break text into digestible paragraphs (2-3 lines max) - Leave space for engagement (don't fill the entire character limit) REMEMBER: This post should position the author as a knowledgeable industry expert while being genuinely helpful to the audience. """ return prompt.strip()