Analysis prompts

Audit the marketing funnel for {{company}} selling {{product}} to {{audience}}. Current funnel stages and metrics: {{funnel_data}} For each stage (Awareness → Interest → Consideration → Conversion → Retention): 1. Diagnose the biggest bottleneck 2. Benchmark against industry averages 3. Recommend 3 specific optimizations 4. Suggest a metric to track improvement Prioritize recommendations by impact and ease of implementation. Format as an executive summary with a clear action plan.

Create a grading rubric for {{assignment_type}} in {{subject}} for {{grade_level}} students. Assignment description: {{description}} Learning objectives: {{objectives}} Total points: {{points}} Include: 1. Criteria (4-6 dimensions to evaluate) 2. Performance levels for each criterion (4 levels: Excellent, Proficient, Developing, Beginning) 3. Descriptors for each level (specific, observable behaviors) 4. Point allocation 5. Overall grading scale Make descriptors concrete enough that two teachers...

Write a PRD for {{feature_name}} in {{product}}. Problem statement: {{problem}} Target users: {{users}} Business goal: {{business_goal}} Include: 1. Overview and motivation 2. User stories (As a... I want... So that...) 3. Functional requirements (must-have vs nice-to-have) 4. Non-functional requirements (performance, security, accessibility) 5. Success metrics and KPIs 6. Out of scope (what we're NOT building) 7. Risks and mitigations 8. Timeline estimate 9. Dependencies 10. Open questions Be s...

Write an executive summary of this analysis: {{analysis_results}} Audience: {{audience}} Decision to be made: {{decision}} Structure: 1. Key finding (1 sentence, bold) 2. Context (2-3 sentences on why this matters) 3. Top 3 insights with supporting data 4. Recommendations (specific, actionable) 5. Risks of inaction 6. Next steps Rules: - Lead with the "so what" — what should the audience DO? - Use plain language, not technical jargon - Numbers should be rounded and contextualized - Total length:...

Create a user story map for {{product}} focusing on {{feature_area}}. Target users: {{users}} Main user goal: {{goal}} Current pain points: {{pain_points}} Structure: 1. User activities (top-level grouping) 2. User tasks under each activity 3. User stories under each task (As a... I want... So that...) 4. Priority for each story (P0/P1/P2) 5. Release slicing (MVP → V2 → V3) Include acceptance criteria for P0 stories. Map stories to the user journey from start to finish.

Act as a UX designer. Create detailed wireframe descriptions for the following user flow. Flow: {{flow}} Platform: {{platform}} User type: {{user_type}} For each screen provide: 1. Screen name and purpose 2. Layout description (header, content, footer) 3. Key UI elements with positions 4. Interaction states (default, hover, loading, error) 5. Navigation between screens 6. Annotations for edge cases Describe in enough detail for a designer to create mockups.

Act as a curriculum designer. Create a course outline for {{course_title}}. Duration: {{duration}} Level: {{level}} Format: {{format}} Key topics: {{topics}} Include: 1. Course description and learning outcomes (4-6) 2. Module breakdown (5-8 modules) 3. For each module: topics, learning objectives, activities, assessment 4. Prerequisites and materials 5. Grading breakdown 6. Week-by-week schedule Align assessments with Bloom's taxonomy levels.

Act as a senior software architect. Write a technical design document for {{feature}}. Context: - System: {{system}} - Team size: {{team_size}} - Timeline: {{timeline}} Include these sections: 1. Problem Statement 2. Goals and Non-Goals 3. Proposed Architecture (with ASCII diagram) 4. API/Interface Design 5. Data Model Changes 6. Migration Strategy 7. Error Handling and Edge Cases 8. Testing Strategy 9. Rollout Plan 10. Open Questions Be specific about technology choices and justify them.

Act as a performance engineer. Analyze the following profiling data and recommend optimizations. Application: {{application}} Profiling tool: {{tool}} Profile data: {{data}} Provide: 1. Top 3 bottlenecks identified 2. Root cause analysis for each 3. Specific code changes with before/after 4. Expected improvement estimates 5. Monitoring recommendations 6. Quick wins vs long-term fixes

Act as a content strategist. Create a {{duration}} content calendar for {{brand}}. Industry: {{industry}} Channels: {{channels}} Goals: {{goals}} Content pillars: {{pillars}} For each piece include: 1. Publish date 2. Content format 3. Topic/headline 4. Target keyword or hashtag 5. Channel(s) 6. CTA 7. Content pillar alignment Also provide: - Weekly posting rhythm - Content repurposing plan - Performance metrics to track

Act as a design systems engineer. Generate design tokens for {{product}}. Brand personality: {{personality}} Primary color: {{primary_color}} Platform: {{platform}} Generate tokens for: 1. Colors (primary, secondary, neutral scale, semantic: success/warning/error/info) 2. Typography scale (font family, sizes, weights, line heights) 3. Spacing scale (4px base unit) 4. Border radius scale 5. Shadow scale (3 levels) 6. Breakpoints Output as CSS custom properties AND a JSON token file. Include usage...

Act as an instructional designer. Create an interactive classroom activity for {{topic}}. Class size: {{class_size}} Duration: {{duration}} Format: {{format}} Learning objective: {{objective}} Provide: 1. Activity name and overview 2. Materials needed 3. Step-by-step facilitation guide (with timing) 4. Student instructions 5. Discussion questions for debrief 6. Variations for different class sizes 7. Assessment connection Make it engaging, not just 'discuss in pairs'.

Act as a special education specialist. Create a differentiated lesson plan for {{topic}}. Grade level: {{grade}} Learning profiles: {{profiles}} Core objective: {{objective}} Provide differentiation across 4 dimensions: 1. Content — what students learn (tiered materials) 2. Process — how they learn it (varied activities) 3. Product — how they show learning (choice board) 4. Environment — physical/social setup Include: - Tiered activities (below/at/above grade level) - Scaffolded supports - Exten...

You are an expert at structured data extraction. Extract key information from this research paper. <paper> {{paper_text}} </paper> Extract: { "title": "string", "authors": ["name1", "name2"], "abstract": "string (max 200 words)", "keywords": ["keyword1", "keyword2"], "methodology": "string", "key_findings": ["finding1", "finding2"], "limitations": ["limitation1", "limitation2"], "publication_year": "YYYY or null" } Only extract information that is explicitly stated in the paper. Do not infer or ...

Act as an academic writing specialist. Write an abstract for a research paper. Title: {{title}} Field: {{field}} Methodology: {{methodology}} Key findings: {{findings}} Word limit: {{word_limit}} Structure the abstract with: 1. Background/context (1-2 sentences) 2. Research gap or question (1 sentence) 3. Methodology (1-2 sentences) 4. Key results (2-3 sentences, specific numbers) 5. Implications/conclusion (1-2 sentences) Also provide: - 5 keywords - Suggested journal targets (3) - Cover letter...

Review this technical architecture for {{project}}: {{architecture_description}} Requirements: {{requirements}} Evaluate across these dimensions: 1. **Scalability** — Will it handle 10x growth? 2. **Reliability** — Single points of failure, graceful degradation 3. **Security** — Attack surface, data protection 4. **Maintainability** — Code complexity, coupling, tech debt risk 5. **Cost** — Infrastructure and operational cost implications For each dimension: - Current assessment (good/needs work/...

I want you to act as an SEO specialist. I will provide you with search engine optimization-related queries or scenarios, and you will respond with relevant SEO advice or recommendations. Your responses should focus solely on SEO strategies, techniques, and insights. Website/context: {{context}} Query: {{query}} Provide specific, actionable recommendations with reasoning. Include technical SEO, content strategy, and link building where relevant.

I want you to act as a fallacy finder. You will be on the lookout for invalid arguments so you can call out any logical errors or inconsistencies that may be present in statements and discourse. Your job is to provide evidence-based feedback and point out any fallacies, faulty reasoning, false assumptions, or incorrect conclusions. Statement: {{statement}} For each fallacy found: 1. Name the fallacy 2. Quote the specific text 3. Explain why it's a fallacy 4. Suggest how to strengthen the argumen...

Assess technical debt in this {{language}} codebase: {{codebase_description}} Known pain points: {{pain_points}} For each area of debt: 1. Category (architecture, code quality, testing, dependencies, infrastructure) 2. Severity (high/medium/low) 3. Impact on velocity, reliability, and onboarding 4. Estimated effort to fix (hours/days/weeks) 5. Recommended approach Create a prioritized remediation roadmap: - Quick wins (< 1 day, high impact) - Medium-term (1-2 weeks) - Long-term (1+ month) Includ...

Act as a senior UX researcher. Create a UI/UX audit checklist for {{product_type}}. Current stage: {{stage}} Key user flows: {{user_flows}} Organize the checklist into: 1. Visual Hierarchy & Layout (10 items) 2. Navigation & Information Architecture (8 items) 3. Forms & Input (8 items) 4. Feedback & Error Handling (6 items) 5. Accessibility (WCAG 2.1 AA) (10 items) 6. Mobile & Responsive (8 items) 7. Performance Perception (6 items) For each item: category, check description, severity (critical/...

Conduct a UX audit of {{product}} — a {{product_description}}. Target users: {{target_users}} Key user flows: {{key_flows}} Evaluate across Nielsen's 10 usability heuristics: 1. Visibility of system status 2. Match between system and real world 3. User control and freedom 4. Consistency and standards 5. Error prevention 6. Recognition over recall 7. Flexibility and efficiency of use 8. Aesthetic and minimalist design 9. Help users recognize, diagnose, and recover from errors 10. Help and documen...

Design a KPI dashboard for {{team}} at {{company}}. Business objectives: {{objectives}} Current reporting: {{current_reporting}} Audience: {{audience}} For each KPI: 1. Metric name and definition 2. Data source and calculation formula 3. Visualization type (chart, gauge, table) 4. Target/benchmark 5. Update frequency 6. Drill-down dimensions Organize into logical sections. Include alert thresholds for critical metrics. Make it actionable, not just informational.

Create {{count}} detailed customer personas for {{product}} in the {{industry}} space. For each persona include: 1. Name, age, job title, income level 2. Goals and motivations (3 each) 3. Pain points and frustrations (3 each) 4. Information sources and channels 5. Buying behavior and decision triggers 6. Objections to our product (2-3) 7. Messaging angle that resonates Base on: {{target_description}} Make each persona distinct and actionable for marketing campaigns.