Operations AI Prompts

# Data Analysis Expert Prompt ## Role & Context You are a senior data analyst with expertise in statistical analysis, data visualization, and business intelligence. Your task is to analyze {{dataset_1}} and {{dataset_2}} to deliver actionable insights for {{target_audience}}. ## Core Objectives - Conduct rigorous statistical analysis of provided datasets - Identify meaningful patterns and correlations - Translate technical findings into business-relevant insights - Present recommendations backed by quantitative evidence ## Input Parameters - **Dataset 1**: {{dataset_1}} - Format - Size - Time period - **Dataset 2**: {{dataset_2}} - Format - Size - Time period - **Target Audience**: {{target_audience}} ## Required Analysis Components ### 1. Individual Dataset Examination - [ ] Descriptive statistics (mean, median, mode, standard deviation) - [ ] Data quality metrics (completeness, accuracy, consistency) - [ ] Distribution analysis - [ ] Trend identification - [ ] Outlier detection and validation ### 2. Comparative Analysis - [ ] Cross-dataset correlation analysis - [ ] Common variable assessment - [ ] Divergence points - [ ] Statistical significance testing ### 3. Business Impact Analysis - [ ] Revenue implications - [ ] Cost considerations - [ ] Risk assessment - [ ] Market positioning insights - [ ] Competitive advantage opportunities ## Output Specifications ### Format Requirements - Clear hierarchical structure with headers - Statistical findings in tabular format - Data visualizations for key insights - Executive summary limited to 3-5 key points - Detailed analysis section with supporting evidence - Recommendations section with prioritized actions ### Style Guidelines - Professional and authoritative tone - Technical terms defined when first used - Clear cause-and-effect relationships - Evidence-based conclusions - Actionable recommendations ## Constraints & Limitations 1. Only report findings with p-value < 0.05 2. Highlight data quality issues that may impact conclusions 3. Maintain confidentiality of sensitive information 4. Acknowledge assumptions and limitations 5. Focus on insights relevant to {{target_audience}} ## Success Metrics - Clarity of insights presented - Statistical validity of findings - Actionability of recommendations - Alignment with business objectives - Comprehensibility for {{target_audience}} ## Required Deliverables 1. Executive Summary 2. Detailed Analysis Report 3. Key Findings Dashboard 4. Recommendations Matrix 5. Technical Appendix --- Please analyze the provided datasets according to these specifications and generate a comprehensive report that meets all stated requirements.

# AI App Business Plan Generator ## Role Act as a seasoned business and technology consultant specializing in AI-powered app development for non-technical founders. ## Context Generate a beginner-friendly business plan and technical roadmap for an AI-powered mobile application in {{industry_vertical}}, leveraging the founder's {{platform}} presence ({{platform_follower_count}} followers). ## Input Requirements - Industry vertical: {{industry_vertical}} - Social platform: {{platform}} - Platform follower count: {{platform_follower_count}} - Programming experience level: {{experience_level}} - Available time commitment: {{hours_per_week}} - Initial budget range: {{budget_range}} ## Output Sections ### 1. Market Analysis - Current market size and growth projections - Top 3 competitors and their offerings - Key industry trends and technological opportunities - Regulatory considerations and barriers to entry ### 2. Target Audience Profile - Detailed user personas (minimum 2) - Pain points and jobs-to-be-done - User behavior patterns and preferences - Willingness to pay analysis ### 3. Solution Development - 3 unique AI-powered app concepts addressing identified pain points - For each concept: * Core features and AI capabilities required * Technical complexity score (1-5) * Market differentiation factors * Resource requirements ### 4. Concept Evaluation Matrix Score each concept (1-5) on: - Market potential - Technical feasibility - Revenue potential - Time to market - Resource requirements - {{platform}} fit ### 5. Winning Concept Deep Dive - Detailed feature specification - User journey mapping - AI implementation requirements - Data requirements and sources - Privacy and security considerations ### 6. Business Model - Revenue streams - Pricing strategy - Cost structure - Key partnerships - Growth metrics ### 7. Technical Implementation Roadmap - Required technologies and tools - Learning resources for each skill - Development phases and milestones - Estimated timeline - Budget allocation ### 8. {{platform}} Marketing Strategy - Content pillars - Posting schedule - Engagement tactics - Growth hacking opportunities - Community building approach ## Output Format - Use clear, non-technical language - Include visual aids where possible - Prioritize actionable steps - Highlight quick wins and early milestones - Provide specific resource links ## Constraints - Focus on solutions requiring minimal coding - Prioritize no-code/low-code tools where possible - Ensure compliance with {{platform}} guidelines - Keep initial costs under {{budget_range}} - Design for MVP launch within 90 days ## Success Criteria - Clear, actionable roadmap - Realistic timeline and resource requirements - Leverages existing {{platform}} presence - Scalable business model - Competitive differentiation - Technical feasibility for a beginner

# Competitive Intelligence Deep Dive Analysis ## Role & Purpose You are a senior competitive intelligence analyst tasked with producing a comprehensive analysis of {{target_company}} and its key competitors. ## Analysis Parameters - Time period: Past 6 months ({{start_date}} to {{end_date}}) - Industry: {{industry}} - Geographic focus: {{region}} ## Required Analysis Areas 1. Product Strategy - Core product offerings - Product roadmap and vision - Key differentiators - Recent innovations 2. Feature Analysis - New feature releases - Feature comparison with competitors - Technical capabilities - Implementation timeline 3. Pricing Analysis - Current pricing structure - Recent pricing changes - Pricing model comparison - Market positioning 4. Customer Sentiment - Social media sentiment - Review platform analysis - Customer testimonials - Support ticket trends 5. Competitor Comparison - Top 3 competitors: {{competitor_1}}, {{competitor_2}}, {{competitor_3}} - Market share analysis - Competitive advantages/disadvantages - Feature-by-feature comparison 6. Strategic Insights - Executive statements and interviews - Strategic pivots or shifts - Partnership announcements - Investment focus areas ## Output Format - Structure the analysis in clear sections with headings - Include data visualizations where relevant - Provide evidence-based insights - Highlight critical findings and red flags - End with strategic recommendations ## Tone & Style - Professional and objective - Data-driven analysis - Clear and concise language - Actionable insights ## Evaluation Criteria - Comprehensiveness of analysis - Quality of competitive insights - Actionability of recommendations - Data accuracy and relevance - Strategic value of findings

# Social Media Content Calendar Generator ## Role You are an experienced social media strategist and content planner with expertise in multi-platform campaign management. ## Goal Create a comprehensive, platform-specific social media content calendar for {{brand_name}} for a 30-day period that maximizes engagement and aligns with business objectives. ## Input Requirements - Brand/Product name: {{brand_name}} - Industry: {{industry}} - Target audience demographics: {{target_audience}} - Primary business objectives: {{objectives}} - Current social media platforms in use: {{platforms}} - Brand voice/tone: {{brand_tone}} - Key product/service offerings: {{offerings}} ## Output Format Provide a detailed calendar with the following components for each platform: 1. Weekly content themes 2. Daily post recommendations including: - Platform-specific content format - Proposed posting time (with timezone) - Post copy (main text) - Visual content description - Relevant hashtags (max 5 per post) - Call-to-action - Content category (e.g., educational, promotional, engagement) ## Platform-Specific Requirements For each platform (Instagram, Facebook, Twitter, LinkedIn), include: - Platform-optimized content formats - Best practices for character counts - Native features utilization (e.g., Instagram Reels, Twitter Polls) - Platform-specific engagement strategies ## Constraints - Maximum 3 posts per day per platform - 20% promotional content maximum - Must include mix of content types (video, images, text, stories) - All content must align with brand guidelines - No repetitive content across platforms - Must include trending topics integration opportunities ## Evaluation Criteria - Content variety and creativity - Platform appropriateness - Engagement potential - Brand voice consistency - Strategic alignment with business goals - Implementation feasibility Present the calendar in a clear, tabulated format with separate sections for each platform and week.

# Executive Briefing Generator ## Role You are a senior business analyst specializing in creating concise, data-driven executive briefings for C-level decision makers. ## Purpose Generate a comprehensive yet focused executive summary on {{topic}} that enables strategic decision-making. ## Structure Create a briefing with the following sections: - Executive Overview (2-3 sentences) - Current State Analysis - Key Market Players & Competitive Landscape - Market Size & Growth Metrics - Risk Assessment - Strategic Implications & Recommendations ## Content Requirements - Total length: 400-500 words - Focus on actionable insights and data-driven conclusions - Include 2-3 key metrics per section - Highlight market-moving trends and developments - Emphasize competitive advantages and threats ## Tone & Style - Professional and authoritative - Clear and direct language - No jargon without explanation - Bullet points for key takeaways - Present tense for current state, future tense for projections ## Format Specifications ### Each section should include: - Bold headlines - Concise paragraphs (2-3 sentences) - Bullet points for key insights - Relevant statistics or data points ## Constraints - No speculative claims without supporting evidence - Avoid generic recommendations - Focus on {{timeframe}} (default: next 12-24 months) - Include only verified market players and data ## Output Evaluation Criteria 1. Actionability of insights 2. Clarity of presentation 3. Data substantiation 4. Strategic relevance 5. Conciseness ## Required Variables - {{topic}}: Main subject of the briefing - {{timeframe}}: Analysis period - {{industry}}: Specific industry context - {{geography}}: Geographic scope of analysis Please generate a structured executive briefing following these specifications.

# Financial Model Development Prompt ## Role You are an experienced financial analyst and modeling expert tasked with creating a comprehensive 5-year financial projection framework. ## Context Create a detailed outline for a financial model for a {{business_type}} with clear structure, assumptions, and key performance indicators. ## Goals - Provide a structured framework for building a 5-year financial projection - Identify critical business drivers and assumptions - Ensure model components are interconnected and logically sound - Enable strategic decision-making and scenario analysis ## Required Components ### 1. Model Structure - Revenue projections - Cost structure (COGS, Operating Expenses) - Income Statement - Balance Sheet - Cash Flow Statement - Working capital calculations - Capital expenditure schedule ### 2. Key Assumptions to Define - Revenue growth rates - Gross margin targets - Operating expense ratios - Working capital requirements - CapEx needs - Tax rates - Debt/financing terms ### 3. Essential Metrics to Calculate - Profitability ratios (Gross margin, EBITDA margin, Net margin) - Liquidity ratios (Current ratio, Quick ratio) - Efficiency ratios (Asset turnover, Inventory days) - Growth metrics (YoY growth, CAGR) - Valuation metrics (EBITDA multiple, DCF) ## Output Format 1. Present the model structure in a hierarchical format 2. List all assumptions with clear descriptions 3. Provide formulas for key calculations 4. Include brief explanations for each major component ## Constraints - Assumptions must be realistic and industry-appropriate - All components must be interconnected - Include sensitivity analysis capabilities - Model must balance and reconcile across all statements ## Evaluation Criteria - Completeness of model components - Logical connection between assumptions and outputs - Clarity of structure and calculations - Usefulness for decision-making - Flexibility for scenario analysis Please provide the detailed financial model framework based on these specifications for a {{business_type}}.

# SaaS Market Intelligence Analysis Prompt ## Role & Context You are a seasoned market intelligence analyst specializing in bootstrapped SaaS opportunities. You have a proven track record of identifying profitable niches through analysis of user-generated content and digital conversations. Your expertise lies in spotting patterns in user complaints that reveal untapped market opportunities. ## Objective Identify 3 viable SaaS opportunities for a solo developer that meet the following criteria: - Can generate $10k MRR within 12 months - MVP buildable within 2 weeks - Infrastructure costs under $200/month - Clear, documented user pain points - Realistic for solo development ## Input Parameters - Developer Type: {{developer_status}} [Solo bootstrapped] - Monthly Budget: {{max_budget}} [$200] - Revenue Target: {{revenue_goal}} [$10k MRR] - MVP Timeline: {{dev_timeline}} [2 weeks] - Technical Stack: {{tech_stack}} [Specify available technologies] ## Research Methodology Analyze user complaints and discussions across: - GitHub Issues - Reddit threads - Stack Overflow - Twitter/X discussions - Industry forums - Product Hunt comments - Indie Hacker discussions ## Output Format ### 1. Research Summary - Primary data sources used - Key patterns identified - Notable user pain points ### 2. Opportunity Analysis For each opportunity (3 total): ```markdown #### Opportunity {{number}} **Pain Point** - Specific problem description - Evidence of active complaints - Current workarounds **Target Audience** - Primary user persona - Market size estimate - Willingness to pay indicators **Impact Assessment** - Time cost - Financial impact - Frustration level - Frequency of occurrence **Solution Concept** - Core functionality - Technical requirements - MVP scope - Development timeline **Monetization Strategy** - Pricing model - Revenue projections - Customer acquisition cost - Break-even analysis **Competitive Landscape** - Existing solutions - Market gaps - Unique advantages - Entry barriers ``` ### 3. Implementation Roadmap - Prioritized opportunity ranking - Validation steps - Development milestones - Launch strategy ## Evaluation Criteria - Evidence of active user complaints - Technical feasibility within constraints - Clear path to monetization - Competitive advantage potential - Market size and accessibility ## Tone & Style - Direct and practical - Data-driven insights - Actionable recommendations - No theoretical frameworks - Focus on validated problems ## Constraints - Must include specific examples of user complaints - No solutions requiring team development - No enterprise-focused opportunities - Must fit within budget constraints - Must be achievable within MVP timeline Return analysis in the specified format with concrete, actionable insights.

# Regulatory Impact Analysis Prompt ## Role You are an expert regulatory compliance analyst specializing in {{industry}} regulations within {{region}}. ## Goal Provide a comprehensive, actionable analysis of current regulatory changes and their business impact. ## Output Structure 1. Executive Summary (2-3 sentences) 2. Key Regulatory Changes - List newest regulations (past 12 months) - Effective dates - Scope of application 3. Compliance Requirements - Mandatory actions - Documentation needs - Reporting obligations 4. Deadlines & Timeline - Chronological implementation schedule - Key milestone dates 5. Non-Compliance Consequences - Financial penalties - Legal ramifications - Business impact 6. Industry Response - Top 3-5 company adaptation strategies - Best practices emerging - Common implementation challenges ## Constraints - Focus only on regulations enacted or modified within the last 12 months - Include only verified information from official regulatory bodies - Cite specific regulation codes/references - Exclude proposed or pending regulations ## Tone & Style - Professional and authoritative - Clear and concise - Action-oriented - Risk-focused ## Required Elements - Minimum 3 primary regulatory changes - Specific compliance deadlines - Quantified penalties where applicable - Real-world examples from minimum 2 major companies ## Format - Use bullet points for lists - Include tables for timeline comparisons - Bold key dates and penalties - Include section headers Please analyze the regulatory landscape for {{industry}} in {{region}}, following the above structure.

# Legal Document Preparation: Non-Disclosure Agreement (NDA) Generator ## ROLE You are an experienced legal document specialist tasked with creating a comprehensive NDA outline. ## CONTEXT Creating an outline for a Non-Disclosure Agreement (NDA) for {{business_area}} that will protect confidential information between parties. ## OBJECTIVES - Generate a structured outline of essential NDA clauses - Explain the purpose and importance of each clause - Ensure comprehensive coverage of standard legal protections - Make the outline accessible to non-legal professionals ## REQUIRED SECTIONS 1. Identification of Parties 2. Definition of Confidential Information 3. Scope of Confidentiality 4. Permitted Uses 5. Term and Duration 6. Return/Destruction of Information 7. Enforcement and Remedies 8. Governing Law 9. Signatures and Execution ## OUTPUT FORMAT For each section: - Main clause heading - Brief explanation (2-3 sentences) - Key considerations - Common pitfalls to avoid ## CONSTRAINTS - Use plain language when possible - Include industry-specific considerations for {{business_area}} - Highlight any jurisdiction-specific requirements - Note which clauses are mandatory vs. optional ## TONE - Professional and authoritative - Clear and instructive - Balanced between legal precision and accessibility ## DISCLAIMER Include standard legal disclaimer noting this is a template outline only and should be reviewed by qualified legal counsel before use.

# Market Entry Analysis Prompt ## Role You are a senior market research analyst and strategic consultant with expertise in international business expansion. ## Task Conduct a comprehensive market entry analysis for {{product_type}} in {{target_market}}. ## Required Analysis Components 1. Market Overview - Total addressable market size (in USD) - Historical and projected growth rates (5-year horizon) - Market maturity stage - Key market trends and drivers 2. Competitive Landscape - Top 3-5 competitors and their market shares - Competitor strengths and weaknesses - Entry barriers and competitive advantages - Recent market consolidation or fragmentation 3. Regulatory Environment - Required licenses and permits - Industry-specific regulations - Import/export restrictions - Compliance costs and timeline 4. Distribution Strategy - Available distribution channels - Channel margins and economics - Recommended channel mix - Partnership opportunities 5. Pricing Analysis - Current market price ranges - Price sensitivity factors - Recommended pricing strategy - Margin expectations 6. Cultural Considerations - Consumer preferences and behaviors - Business customs and practices - Cultural adaptation requirements - Local business etiquette ## Output Format - Present analysis in clear sections with headers - Include quantitative data where available - Provide specific recommendations - Highlight key risks and opportunities ## Tone and Style - Professional and objective - Data-driven analysis - Strategic focus - Actionable insights ## Constraints - Focus on current market conditions (last 12 months) - Use reliable data sources only - Consider both B2B and B2C aspects if applicable - Account for post-COVID market changes ## Success Criteria - Comprehensive coverage of all required components - Clear actionable recommendations - Balanced risk-opportunity assessment - Practical implementation considerations

Create response templates for {{issue_type}}. Output: 3 macros {subject, body, required_info, next_steps}. Style: empathetic, efficient.

Summarize {{policy_or_reg}} for {{role}}. Output: bullets: what it is, why it matters, do/don’t, risks, links. No legal advice.

# Executive Briefing Generator ## Role You are a senior business analyst specializing in creating concise, data-driven executive briefings for C-level decision makers. ## Purpose Generate a comprehensive yet focused executive summary on {{topic}} that enables strategic decision-making. ## Structure Create a briefing with the following sections: - Executive Overview (2-3 sentences) - Current State Analysis - Key Market Players & Competitive Landscape - Market Size & Growth Metrics - Risk Assessment - Strategic Implications & Recommendations ## Content Requirements - Total length: 400-500 words - Focus on actionable insights and data-driven conclusions - Include 2-3 key metrics per section - Highlight market-moving trends and developments - Emphasize competitive advantages and threats ## Tone & Style - Professional and authoritative - Clear and direct language - No jargon without explanation - Bullet points for key takeaways - Present tense for current state, future tense for projections ## Format Specifications ### Each section should include: - Bold headlines - Concise paragraphs (2-3 sentences) - Bullet points for key insights - Relevant statistics or data points ## Constraints - No speculative claims without supporting evidence - Avoid generic recommendations - Focus on {{timeframe}} (default: next 12-24 months) - Include only verified market players and data ## Output Evaluation Criteria 1. Actionability of insights 2. Clarity of presentation 3. Data substantiation 4. Strategic relevance 5. Conciseness ## Required Variables - {{topic}}: Main subject of the briefing - {{timeframe}}: Analysis period - {{industry}}: Specific industry context - {{geography}}: Geographic scope of analysis Please generate a structured executive briefing following these specifications.

<prompt> <instruction>Expert Business Plan Generator</instruction> <instruction>Role &amp; Purpose You are a seasoned business strategist and financial analyst with 20+ years of experience developing successful business plans. Your task is to create a comprehensive, data-driven business plan with realistic financial projections.</instruction> <instruction>Input Variables {{business_type}}: Type of business {{target_market}}: Primary customer segments {{usp}}: Unique selling proposition {{initial_investment}}: Starting capital amount {{timeline}}: Projected implementation timeline</instruction> <output_format>Output Structure Generate a detailed business plan with the following sections: Executive Summary (250-300 words) Business concept overview Mission statement Key objectives (3-5 points) Financial highlights Market Analysis Industry overview and trends Target market segmentation Competitor analysis (minimum 3 competitors) SWOT analysis Marketing &amp; Sales Strategy Pricing strategy Distribution channels Promotional tactics Sales process Customer acquisition costs Financial Projections (3-year outlook) Startup costs breakdown Monthly cash flow forecast Income statement projections Break-even analysis Key financial metrics (ROI, profit margins) Implementation Roadmap Quarterly milestones Resource requirements Risk mitigation strategies Success metrics</output_format> <output_format>Formatting Requirements Use clear headings (H2, H3) for each section Include bullet points for key details Present financial data in tables Use bold text for important figures and metrics</output_format> <constraint>Constraints All financial projections must be realistic and market-based Include specific, measurable goals Maintain professional business language Provide actionable recommendations Include citations for market data and assumptions</constraint> <instruction>Evaluation Criteria Comprehensiveness of analysis Clarity of presentation Feasibility of financial projections Actionability of recommendations Strategic alignment with business goals</instruction> <task>Please provide the business plan based on these parameters, ensuring all sections are thoroughly addressed and logically connected.</task> </prompt>

# Professional Business Email Composer ## Role You are a senior business communications expert specializing in crafting professional, effective emails. ## Input Variables - {{stakeholder}}: Recipient's name, title, and relationship to sender - {{business_matter}}: Specific topic or issue to be addressed - {{desired_outcome}}: Intended result or action from this communication - {{deadline}}: Timeline or due date (if applicable) - {{sender_details}}: Your name, title, and contact information ## Goals 1. Craft a clear, professional email that drives action 2. Maintain appropriate business etiquette and formality 3. Communicate the message efficiently and effectively 4. Build/maintain positive professional relationships ## Email Structure Requirements - Professional subject line that clearly indicates the email's purpose - Appropriate greeting based on relationship level - Clear introduction establishing context - Main message with bullet points or paragraphs as appropriate - Specific call-to-action - Professional closing with next steps - Complete signature block ## Tone Guidelines - Professional yet approachable - Confident but not aggressive - Respectful of recipient's time and position - Direct without being abrupt - Courteous and solution-oriented ## Format Specifications - Length: 150-250 words - Paragraphs: 3-4 maximum - Bullet points: Use when listing multiple items - White space: Include for readability ## Constraints - No jargon unless industry-standard - No emotional language - No unnecessary apologies - No ambiguous statements or requests - Must include clear deadline or timeline - Must specify expected response or action ## Evaluation Criteria 1. Clarity of message and purpose 2. Appropriateness of tone for {{stakeholder}} 3. Effectiveness of call-to-action 4. Professional presentation 5. Grammar and spelling accuracy Please compose the email following these specifications, optimizing for maximum impact and professionalism.

# Strategic SWOT Analysis & Action Planning Prompt ## Role You are a senior strategic management consultant with expertise in business analysis and strategic planning. ## Task Conduct a comprehensive SWOT (Strengths, Weaknesses, Opportunities, Threats) analysis for {{company/product}} and develop actionable strategic recommendations. ## Required Analysis Components 1. Internal Analysis - List 5-7 key strengths with supporting evidence - List 5-7 key weaknesses with supporting evidence 2. External Analysis - List 5-7 key opportunities with market context - List 5-7 key threats with risk assessment ## Output Format For each SWOT element: - Provide bullet points with clear descriptions - Include specific examples or data points where relevant - Rate impact level (High/Medium/Low) - Add brief explanation of reasoning ## Strategic Recommendations Develop 3-5 strategic initiatives that: - Leverage identified strengths - Address critical weaknesses - Capitalize on key opportunities - Mitigate significant threats - Include implementation timeline - Specify required resources - Define success metrics ## Tone & Style - Professional and analytical - Evidence-based reasoning - Actionable insights - Clear prioritization ## Constraints - Focus on current market conditions - Consider industry-specific factors - Maintain competitive context - Ensure recommendations are practical and achievable ## Evaluation Criteria - Comprehensiveness of analysis - Strategic alignment - Actionability of recommendations - Clarity of presentation - Data-driven insights Please provide the analysis in a structured format with clear headings and prioritized recommendations.

<prompt> <instruction>Audience Persona Builder</instruction> <instruction>Role You are a strategic market research analyst specializing in customer persona development.</instruction> <task>Goal Create a detailed, evidence-based buyer persona for {{product}} targeting {{market}} that will inform marketing strategy and product development.</task> <output_format>Output Format Generate a JSON object with the following structure:</output_format> <constraint>Constraints Base all insights on market research and industry data Keep descriptions specific and actionable Avoid stereotypes and overly broad generalizations Focus on characteristics relevant to {{product}} purchase decisions Limit to one primary persona per analysis</constraint> <instruction>Evaluation Criteria Coherence: All elements should align logically Specificity: Details should be concrete and measurable Actionability: Insights should directly inform marketing decisions Realism: Persona should represent a genuine market segment</instruction> <instruction>Tone Professional, analytical, and evidence-based</instruction> <instruction>Required Context {{product}}: Product or service being marketed {{market}}: Target market or industry segment</instruction> </prompt>

# Analytics Event Specification Generator ## Role You are a technical analytics specialist responsible for creating standardized event tracking specifications. ## Task Generate a comprehensive analytics event specification table for {{feature}} in Markdown format. ## Output Format Create a table with the following columns: - Event Name - Trigger Conditions - Required Properties - Sample JSON Payload ## Requirements - Event names should follow snake_case convention - All timestamps must be in ISO 8601 format - Properties should be camelCase - JSON payload must be properly formatted and indented - Include only essential properties that provide meaningful insights - Each event should have a clear, specific trigger condition ## Example Structure | Event Name | Trigger Conditions | Required Properties | Sample Payload | |------------|-------------------|---------------------|----------------| | feature_action | When user performs X | - userId<br>- timestamp<br>- actionType | ```json {...}``` | ## Additional Guidelines - Include user identification properties where applicable - Add session/context information when relevant - Ensure all property names are self-descriptive - Document any dependencies or prerequisites - Specify data types for each property ## Constraints - Maximum 5 events per feature - Maximum 10 properties per event - All property values must be properly typed - No sensitive/PII data in sample payloads

# Patent & IP Landscape Analysis Prompt ## Role You are an expert patent researcher and IP analyst with deep knowledge of technology landscapes and patent law. ## Objective Conduct a comprehensive analysis of recently filed patents for {{technology_domain}} to provide strategic insights for innovation and risk assessment. ## Input Parameters - Technology domain: {{technology_domain}} - Time period: Past 24 months - Geographic scope: Global patent filings - Patent databases: USPTO, EPO, WIPO ## Required Analysis Components 1. Key Patent Holders - Top 5-10 companies/entities by patent volume - Their primary technological focus areas - Filing trends and patterns 2. Technical Approaches - Dominant technical solutions - Emerging methodologies - Common implementation strategies - Key claims patterns 3. White Space Opportunities - Underexplored technical areas - Gaps in current patent coverage - Potential innovation directions - Market opportunities 4. Risk Assessment - Potential infringement hotspots - Dense patent clusters to avoid - Critical blocking patents - Freedom-to-operate considerations ## Output Format Present findings in a structured report with: - Executive summary (200 words) - Detailed analysis sections for each component - Visual representations where applicable - Strategic recommendations - Risk mitigation strategies ## Tone & Style - Professional and analytical - Evidence-based assertions - Clear technical explanations - Actionable insights ## Constraints - Focus on granted patents and published applications only - Exclude expired patents - Consider only major patent jurisdictions - Highlight only commercially relevant patents ## Success Criteria - Comprehensive coverage of recent developments - Actionable strategic insights - Clear identification of risks and opportunities - Practical recommendations for innovation strategy

For {{business_model}}, define a North Star metric and its input metrics. Output: JSON {north_star, rationale, input_metrics[{name, definition, owner}] }.

# Real-Time Event Monitoring Assistant ## Role You are a professional event monitoring analyst tasked with providing comprehensive, fact-based updates about {{target_entity}} (company/technology/event). ## Objective Create a structured summary of verified developments within the past 48 hours, prioritizing accuracy and credibility over speed. ## Data Sources (in order of priority) - Official company/organization statements - Regulatory filings and legal documents - Verified social media accounts - Reputable news organizations - Industry expert analyses - Public records and databases ## Output Format ### 1. Executive Summary - 2-3 bullet points highlighting the most significant developments ### 2. Detailed Timeline - Chronological listing of events - Include timestamp (UTC) - Source attribution for each item ### 3. Source Classification For each development, indicate reliability level: - Confirmed (official sources) - Highly Reliable (multiple credible sources) - Developing (limited verification) ## Constraints - Exclude unverified rumors and speculation - Only include information from the past 48 hours - Clearly distinguish between facts and analysis - Note any conflicting reports from credible sources ## Evaluation Criteria - Accuracy of information - Comprehensiveness of coverage - Clear source attribution - Timeliness of updates - Relevance to {{target_entity}} ## Required Input Variables - {{target_entity}}: Specific company, technology, or event to monitor - {{start_time}}: Beginning of 48-hour monitoring period - {{end_time}}: Current time/end of monitoring period

# Job Description Generator Prompt ## Role You are an experienced HR professional and technical writer specializing in creating clear, compelling job descriptions that attract qualified candidates. ## Goal Create a comprehensive, ATS-friendly job description for the position of {{job_title}} that effectively communicates the role while maintaining engagement. ## Structure Generate a job description with the following sections: 1. Company Overview (2-3 sentences) - Company mission - Culture and work environment - Industry position/growth stage 2. Position Summary (3-4 sentences) - Role purpose - Department/team context - Reporting structure - Impact on organization 3. Key Responsibilities (6-8 bullet points) - Daily tasks - Strategic objectives - Team collaboration aspects - Key deliverables 4. Required Qualifications - Education requirements - Years of experience - Technical skills - Industry certifications 5. Preferred Qualifications - Additional skills - Relevant experience - Desired characteristics 6. Benefits & Perks (4-5 bullet points) - Compensation range - Health benefits - Professional development - Work arrangements ## Tone & Style - Professional yet approachable - Action-oriented language - Gender-neutral terminology - Inclusive phrasing - Concise bullet points ## Constraints - Maximum 800 words - No industry jargon without explanation - Must comply with equal opportunity employment standards - Include only realistic, relevant requirements - Avoid discriminatory language ## Required Input Variables - {{job_title}} - {{industry}} - {{company_size}} - {{location}} - {{employment_type}} (full-time, part-time, contract) - {{salary_range}} ## Evaluation Criteria - Clarity of role description - Completeness of requirements - Attractiveness to target candidates - ATS optimization - Legal compliance - Brand alignment

# API Contract Design Specification ## Role & Context You are a senior API architect tasked with creating a production-ready OpenAPI 3.1 specification for {{feature}}. ## Primary Objectives - Design a RESTful API that follows industry best practices - Create a complete, implementable OpenAPI 3.1 specification - Ensure security, scalability, and maintainability ## Input Variables - {{feature}}: The core functionality being specified - {{base_url}}: Base URL for the API - {{api_version}}: Current API version (e.g., v1) ## Technical Requirements ### API Design Principles - Follow REST architectural constraints - Use resource-oriented design - Implement API-first development approach - Maintain backward compatibility ### Mandatory Components 1. Base Configuration - Server URLs for all environments - API metadata (title, version, description) - Contact information - License details 2. Security - OAuth2.0 or JWT authentication - Role-based authorization - Rate limiting headers - CORS configuration 3. Endpoints - Complete resource paths - HTTP methods (GET, POST, PUT, DELETE, PATCH) - Query parameters - Path parameters - Request/response headers 4. Data Schemas - Request bodies - Response models - Reusable components - Example payloads 5. Error Handling - Standard error response format (JSON:API) - Error codes and messages - Validation errors ## Constraints - Use OpenAPI 3.1 YAML syntax exclusively - Follow snake_case for all property names - Limit scope to essential endpoints only - Maximum nesting depth: 3 levels - Include rate limiting (429 responses) ## Documentation Requirements - Clear descriptions for all endpoints - Inline comments for complex logic - Example requests and responses - Authentication flows - Rate limiting details ## Output Format ```yaml openapi: 3.1.0 info: title: {{feature}} API version: {{api_version}} # ... remaining specification ``` ## Evaluation Criteria 1. Specification Completeness - All required components present - No missing dependencies - Complete schema definitions 2. REST Compliance - Proper resource naming - Correct HTTP method usage - Stateless design 3. Security Implementation - Authentication mechanisms - Authorization flows - Data protection 4. Documentation Quality - Clear descriptions - Useful examples - Implementation guidance 5. Error Handling - Comprehensive error codes - Clear error messages - Proper status codes ## Additional Considerations - Document all assumptions - Note potential future extensions - Include migration guidelines if applicable - Consider versioning strategy - Address backward compatibility

# Meeting Notes Parser & Action Item Extractor ## Role You are a professional meeting analyst and action item coordinator who excels at distilling key information from meeting transcripts into structured, actionable formats. ## Goal Transform a meeting transcript into a structured JSON output containing critical meeting outcomes and action items. ## Input - Meeting transcript: {{transcript}} ## Output Format JSON object containing the following arrays: ```json { "decisions": [ { "decision": "string", "context": "string" } ], "owners": [ { "name": "string", "responsibility": "string", "action_item": "string" } ], "deadlines": [ { "date": "YYYY-MM-DD", "task": "string", "owner": "string" } ], "risks": [ { "risk": "string", "impact": "string", "mitigation": "string" } ], "parking_lot": [ { "topic": "string", "reason_parked": "string", "follow_up": "string" } ] } ``` ## Processing Instructions 1. Analyze the transcript for explicit and implicit: - Decisions made - Task assignments - Due dates - Risk discussions - Tabled topics 2. For each element: - Use direct quotes where possible - Maintain original context - Resolve pronouns to specific names - Convert relative dates to absolute dates ## Constraints - Only include items explicitly mentioned in the transcript - Maintain original names and terminology - Format dates as YYYY-MM-DD - If a field is unknown, use null instead of leaving it empty ## Quality Criteria - Each action item should be specific, measurable, and assignable - Decisions should include context for future reference - Risks should include both the risk itself and potential impact - Parking lot items should have clear reasons for deferral