AI Prompt Library
153+ ready-to-use prompts across 6 platforms — copy, paste, and get results
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Showing 153 prompts
Write a Blog Post Outline
Create a detailed blog post outline about [topic]. Include an engaging introduction hook, 5-7 main sections with 2-3 subpoints each, key statistics or data points to include, and a conclusion with a clear call to action. Format it as a hierarchical list I can hand to a writer.
Debug Code with Explanation
I have the following code that produces [describe the error or unexpected behavior]: [paste code] Please: 1. Identify the bug(s) 2. Explain why they occur 3. Provide the corrected code 4. Suggest how to prevent similar bugs in the future
Create a Marketing Email Sequence
Write a 5-email welcome sequence for [product/service]. Target audience is [describe audience]. Each email should include: - Subject line (under 50 characters) - Preview text - Body copy (150-250 words) - One clear CTA Email 1: Welcome and brand story Email 2: Key benefit and social proof Email 3: Educational content related to their pain point Email 4: Case study or testimonial Email 5: Special offer with urgency
Summarize a Research Paper
Summarize the following research paper in a structured format: [paste paper or abstract] Provide: 1. One-paragraph plain-English summary (no jargon) 2. Research question and hypothesis 3. Methodology used 4. Key findings (bullet points) 5. Limitations acknowledged by the authors 6. Practical implications 7. How this connects to broader research in the field
Generate Product Descriptions for E-commerce
Write 3 variations of a product description for [product name]. Product details: [features, materials, dimensions, etc.] Variation 1: Benefit-focused (emphasize how it solves a problem) Variation 2: Story-driven (create a lifestyle narrative) Variation 3: Technical/specs-focused (for detail-oriented buyers) Each should be 100-150 words, include power words, and end with a reason to buy now. Optimize for the keyword [target keyword].
Build a Study Guide from Notes
Transform these raw class notes into a comprehensive study guide: [paste notes] Include: 1. Key concepts with clear definitions 2. Important formulas or frameworks 3. Connections between topics 4. 10 practice questions (mix of multiple choice and short answer) 5. Common misconceptions to avoid 6. A one-page cheat sheet summary 7. Mnemonics for hard-to-remember items
Write a Business Plan Executive Summary
Write a compelling executive summary for a business plan. My business is [describe business]. Include: 1. Problem statement (what pain point you solve) 2. Solution (your product/service) 3. Target market and size 4. Business model (how you make money) 5. Competitive advantage 6. Traction to date (or planned milestones) 7. Team highlights 8. Financial projections (3-year summary) 9. Funding ask and use of funds Keep it under 500 words. Tone should be confident but not hyperbolic.
Refactor Code for Clean Architecture
Refactor the following code to follow clean architecture principles: [paste code] Please: 1. Separate concerns into distinct layers 2. Extract magic numbers and strings into constants 3. Replace any God objects or functions with smaller, focused ones 4. Add proper error handling 5. Improve naming for clarity 6. Add JSDoc/docstring comments for public interfaces 7. Show before/after comparison for each change 8. Explain the reasoning behind each refactoring decision
Create Social Media Content Calendar
Create a 2-week social media content calendar for [brand/product] across Instagram, Twitter/X, and LinkedIn. Target audience: [describe audience]. Brand voice: [describe tone]. For each post include: - Platform - Date and suggested time - Content type (carousel, single image, text, video, poll) - Caption/copy - Hashtags (platform-appropriate) - CTA Mix content types: 40% educational, 30% engagement, 20% promotional, 10% behind-the-scenes.
Write Unit Tests for a Function
Write comprehensive unit tests for the following function: [paste function] Using [testing framework, e.g., Jest/pytest/JUnit], create tests covering: 1. Happy path with typical inputs 2. Edge cases (empty inputs, max values, null/undefined) 3. Error cases (invalid inputs, boundary conditions) 4. Any async behavior if applicable Follow AAA pattern (Arrange, Act, Assert). Include descriptive test names that explain the expected behavior.
Craft a Compelling Cover Letter
Write a cover letter for the position of [job title] at [company]. My background: [brief summary of experience]. Key achievements: [list 2-3 achievements with numbers]. The letter should: - Open with a hook, not "I am writing to apply" - Connect my specific experience to their job requirements - Show I researched the company (mention something specific about them) - Include a quantified achievement that proves my value - Close with confidence and a clear next step - Stay under 350 words - Sound human, not templated
Create a Lesson Plan
Design a 60-minute lesson plan for teaching [topic] to [grade level/audience]. Include: 1. Learning objectives (2-3 measurable outcomes) 2. Materials needed 3. Warm-up activity (5 min) 4. Direct instruction (15 min) 5. Guided practice (15 min) 6. Independent practice or group activity (15 min) 7. Assessment/check for understanding (5 min) 8. Closure and homework (5 min) 9. Differentiation strategies for advanced and struggling learners 10. Common misconceptions to address proactively
Analyze Competitor Pricing Strategy
I'm building a pricing strategy for [your product/service]. Here are my top 3 competitors and their pricing: [list competitors with their plans and prices] Analyze: 1. Common pricing patterns (tiers, anchoring, decoy pricing) 2. What each competitor optimizes for (volume, premium, enterprise) 3. Gaps in the market I could exploit 4. Recommended pricing structure for my product 5. Specific tactics (annual discount %, free tier limits, feature gating) 6. Potential risks and how to mitigate them
Rewrite Text for Different Audiences
Take the following text and rewrite it for 3 different audiences: [paste original text] 1. For a 10-year-old: Simple words, short sentences, relatable analogies 2. For a business executive: Focus on ROI, strategic implications, bottom line 3. For a technical expert: Include jargon, precise details, implementation considerations Keep the core message the same but adjust vocabulary, sentence structure, examples, and emphasis for each audience.
Create a SWOT Analysis
Conduct a detailed SWOT analysis for [company/product/project]. Context: [brief description of the business situation] For each quadrant, provide: - 5-7 specific, actionable items (not generic statements) - Evidence or reasoning for each point - Priority ranking (high/medium/low impact) Then provide: - Top 3 strategic recommendations that leverage strengths against opportunities - Top 3 defensive strategies for weaknesses vs threats - A one-paragraph strategic summary
Generate Creative Story Premises
Generate 10 unique story premises for a [genre] story. Each premise should include: 1. A one-sentence hook 2. The protagonist and their core desire 3. The central conflict 4. A twist or unique element that sets it apart 5. Emotional theme Make each premise genuinely different in setting, character type, and narrative approach. Avoid cliches and overused tropes. After listing all 10, recommend the top 3 with the most commercial potential and explain why.
Convert Meeting Notes to Action Items
Transform these meeting notes into organized action items: [paste meeting notes] For each action item provide: - Task description (clear, specific, starts with a verb) - Owner (extract from context or mark as TBD) - Deadline (extract from context or suggest reasonable ones) - Priority (P0/P1/P2) - Dependencies (if any) Also provide: - Key decisions made (with rationale) - Open questions that need follow-up - Next meeting agenda suggestions
Design a Database Schema
Design a database schema for [describe application, e.g., a booking system, social media app, inventory tracker]. Requirements: [list key features] Provide: 1. Entity-relationship diagram (text format) 2. Table definitions with columns, types, and constraints 3. Primary and foreign key relationships 4. Indexes recommended for common queries 5. Sample queries for 3 common operations 6. Migration script (SQL) 7. Considerations for scaling (when to normalize vs denormalize)
Write SEO-Optimized Meta Tags
Write SEO-optimized meta tags for [number] pages on my website about [topic/niche]. For each page provide: 1. Title tag (under 60 characters, front-load keyword) 2. Meta description (under 155 characters, include CTA) 3. H1 heading (matches search intent) 4. Target primary keyword 5. 3-5 secondary keywords 6. Suggested URL slug Pages to optimize: [list your pages] Follow current SEO best practices and avoid keyword stuffing. Each meta description should be unique and compelling enough to improve click-through rate.
Create Interview Questions for a Role
Create a structured interview question set for hiring a [job title]. Experience level: [junior/mid/senior]. Include: 1. 3 behavioral questions (STAR format expected) 2. 3 technical/skill questions with evaluation criteria 3. 2 situational/problem-solving questions 4. 2 culture-fit questions 5. 1 question to assess growth mindset For each question provide: - The question itself - What you are evaluating - What a strong answer looks like - Red flags to watch for - Follow-up probe questions
Explain a Complex Topic Simply
Explain [complex topic] using the Feynman Technique. Structure your explanation as: 1. Start with a one-sentence definition a 12-year-old would understand 2. Build up the concept layer by layer, introducing one new idea at a time 3. Use 3 everyday analogies that make abstract concepts concrete 4. Identify and address the #1 misconception people have about this topic 5. End with why this matters in real life Do not use jargon unless you define it first. If you must use a technical term, immediately follow it with a plain-English translation in parentheses.
Write API Documentation
Write clear API documentation for the following endpoints: [paste your API endpoints or code] For each endpoint include: 1. HTTP method and path 2. Description of what it does 3. Authentication requirements 4. Request parameters (path, query, body) with types and validation rules 5. Response format with example JSON 6. Error responses with status codes and messages 7. Rate limiting info 8. Code example (curl and one programming language) Follow OpenAPI/Swagger conventions. Use consistent terminology throughout.
Create a Weekly Meal Plan
Create a 7-day meal plan for [dietary preference, e.g., vegetarian, keto, balanced]. Constraints: budget of $[amount]/week for [number] people, cooking skill level [beginner/intermediate/advanced], max [time] minutes per meal on weekdays. For each day provide: - Breakfast, lunch, dinner, and one snack - Approximate calories and macros per meal - Prep time and cook time Also provide: - A consolidated grocery list organized by store section - 3 meal-prep tips to save time during the week - Which meals produce leftovers that become the next day's lunch
Write a Product Requirements Document
Write a PRD for [feature/product name]. Context: [brief product description]. Include: 1. Problem statement and user pain points 2. Target users and personas 3. Goals and success metrics (with specific KPIs) 4. User stories (format: As a [user], I want [action] so that [benefit]) 5. Functional requirements (prioritized as P0/P1/P2) 6. Non-functional requirements (performance, security, accessibility) 7. Out of scope (explicitly what this does NOT include) 8. Dependencies and risks 9. Open questions 10. Timeline estimate Keep it concise — this should be a working document, not a novel.
Proofread and Improve Writing
Proofread and improve the following text: [paste text] Please: 1. Fix all grammar, spelling, and punctuation errors 2. Improve sentence structure and flow 3. Eliminate redundancy and wordiness 4. Strengthen weak verbs and vague language 5. Ensure consistent tone throughout 6. Mark each change with a brief explanation in [brackets] Provide the final clean version first, then a changelog of all changes below it. Preserve the author's voice — improve clarity without rewriting their style.
Build a Regex Pattern with Explanation
I need a regular expression that matches [describe what you want to match]. It should: - Match: [list examples that should match] - Not match: [list examples that should not match] Provide: 1. The regex pattern 2. A character-by-character breakdown explaining each part 3. Test results against all my examples 4. Edge cases I might not have considered 5. The pattern in flavors for: JavaScript, Python, and PCRE 6. A brief explanation of any differences between flavors
Create a Pitch Deck Script
Write the speaker script for a 10-slide investor pitch deck for [company/product]. Stage: [pre-seed/seed/Series A]. Asking for $[amount]. Slide structure: 1. Hook (problem statement) 2. Problem deep-dive 3. Solution 4. Demo/product 5. Market size (TAM/SAM/SOM) 6. Business model 7. Traction 8. Competition 9. Team 10. Ask and use of funds For each slide: what to say (60-90 seconds of talk track) and what should be on the slide visually (keep slides minimal).
Generate Instagram Carousel Ideas
Create 5 Instagram carousel post ideas for [niche/brand]. Each carousel should: 1. Have a scroll-stopping first slide headline 2. Include 7-10 slides with specific content for each 3. End with a strong CTA slide 4. Include a caption with relevant hashtags Content types to cover: - 1 educational how-to - 1 myth vs reality - 1 listicle/tips - 1 storytelling/case study - 1 controversial take or hot opinion Make slide text concise (under 30 words per slide). Design notes for each slide optional but welcome.
Write a Short Fiction Scene
Write a 500-word scene for a [genre] story with the following setup: Character: [name, brief description] Setting: [where and when] Conflict: [what tension drives the scene] Mood: [emotional tone] Requirements: - Open in media res (in the middle of action) - Use sensory details (at least 3 senses) - Include subtext in dialogue (characters say one thing but mean another) - End on a hook that makes the reader want to continue - Show, do not tell emotions - Vary sentence length for rhythm
Create a Personal Budget Breakdown
Help me create a monthly budget. My details: - Monthly income: $[amount] after tax - Fixed expenses: [list rent, insurance, subscriptions, etc.] - Financial goals: [list goals like save for emergency fund, pay off debt, invest] Provide: 1. Categorized budget using the 50/30/20 rule (adjusted if needed) 2. Specific dollar amounts per category 3. Where I'm likely overspending based on common patterns 4. 5 concrete ways to reduce expenses without lifestyle sacrifice 5. Savings timeline for my goals 6. A simple tracking method I can stick with
Analyze a Contract for Red Flags
Review the following contract and identify potential issues: [paste contract text] Analyze: 1. Clauses that are unusually one-sided 2. Ambiguous language that could be interpreted against me 3. Missing standard protections (termination, liability caps, IP ownership) 4. Hidden obligations or auto-renewal traps 5. Non-compete or non-solicitation scope 6. Indemnification risks For each issue, explain why it matters and suggest specific alternative language. Note: this is not legal advice — flag anything that warrants attorney review.
Deep-Dive Code Review
Perform a thorough code review on this codebase: [paste code] Evaluate across these dimensions: 1. **Correctness**: Logic errors, off-by-one, race conditions 2. **Security**: Injection vulnerabilities, auth issues, data exposure 3. **Performance**: N+1 queries, unnecessary allocations, algorithmic complexity 4. **Maintainability**: Naming, coupling, single responsibility violations 5. **Error handling**: Missing catch blocks, silent failures, unclear error messages For each finding: severity (critical/warning/suggestion), file and line, what's wrong, and the recommended fix with code.
Socratic Tutor for Any Subject
I want to learn about [topic]. Act as a Socratic tutor: 1. Start by asking me what I already know about the topic 2. Based on my response, identify gaps in my understanding 3. Instead of giving me answers directly, ask guiding questions that lead me to discover the answers 4. When I get something wrong, don't say 'wrong' — ask a question that reveals the contradiction in my reasoning 5. Periodically summarize what I've learned correctly 6. Gradually increase complexity as I demonstrate understanding 7. If I'm stuck for more than 2 exchanges, give a hint, not the answer Begin now.
Write a Technical Design Document
Write a technical design document for [feature/system]. Context: [describe the system and the problem being solved]. Include: 1. **Overview**: What and why, in 2-3 sentences 2. **Background**: Relevant context and prior art 3. **Goals and Non-Goals**: Explicitly state both 4. **Proposed Design**: Architecture, data flow, key components 5. **API Design**: Interfaces and contracts 6. **Data Model**: Schema changes or new models 7. **Alternatives Considered**: At least 2 with trade-off analysis 8. **Security Considerations** 9. **Testing Strategy** 10. **Rollout Plan**: Feature flags, migration, rollback 11. **Open Questions**
Analyze an Argument for Logical Fallacies
Analyze the following argument for logical soundness: [paste argument or text] 1. Identify the main claim and supporting premises 2. List any logical fallacies present (name the specific fallacy type) 3. Evaluate the evidence quality (anecdotal, statistical, expert opinion, etc.) 4. Identify hidden assumptions 5. Rate the overall argument strength (1-10) with justification 6. Suggest how the argument could be strengthened while maintaining the same position 7. Present the strongest possible counter-argument Be rigorous but fair — distinguish between weak arguments and wrong conclusions.
Create a Comprehensive Style Guide
Create a writing style guide for [brand/publication/team]. Brand personality: [describe]. Target audience: [describe]. Include: 1. Voice and tone description with examples 2. Words to use and words to avoid (at least 10 each) 3. Sentence structure guidelines (length, complexity, active vs passive) 4. Formatting conventions (headings, lists, emphasis) 5. How to handle technical terms 6. Inclusive language guidelines 7. Common mistakes specific to this brand's context 8. Before/after examples showing the style applied to typical content 9. Quick-reference cheat sheet (one page)
Build a Decision Matrix
Help me make a decision between these options: [list 3-5 options]. Context: [describe the decision and why it matters] 1. Help me identify the 6-8 most important criteria for this decision 2. Weight each criterion by importance (must total 100%) 3. Score each option against each criterion (1-10) 4. Calculate weighted scores 5. Present results in a clear matrix 6. Identify which option wins and by how much 7. Sensitivity analysis: does the winner change if I shift any weight by +/-10%? 8. What am I likely not considering that could change the outcome?
Translate Code Between Languages
Translate the following code from [source language] to [target language]: [paste code] Requirements: 1. Use idiomatic patterns in the target language (don't just transliterate) 2. Use the target language's standard library equivalents 3. Maintain the same functionality and edge case handling 4. Add comments where the translation is non-obvious 5. Note any features from the source language that don't have direct equivalents and how you handled them 6. Include any necessary imports/dependencies 7. Ensure the code would pass the same tests as the original
Research Brief on Any Topic
Create a comprehensive research brief on [topic]. This should be executive-ready. 1. **Executive Summary** (3-4 sentences) 2. **Current State**: What we know today 3. **Key Players**: Who are the major entities/researchers/companies 4. **Timeline**: How we got here (key milestones) 5. **Competing Perspectives**: Present at least 3 viewpoints with their strongest arguments 6. **Data Points**: Key statistics and metrics that define the landscape 7. **Trends**: Where things are heading 8. **Implications**: What this means for [industry/company/person] 9. **Knowledge Gaps**: What we don't know yet 10. **Recommended Reading**: 5 sources for deeper exploration Clearly distinguish between established facts and your analysis/interpretation.
Simulate a Difficult Conversation
I need to have a difficult conversation with [person/role] about [topic]. The situation: [describe context]. Help me prepare by: 1. Simulating the conversation — you play [their role], I'll be myself 2. Start with the most likely opening they'd give 3. Respond realistically, including pushback and emotional reactions 4. After 5-6 exchanges, pause and coach me on: - What I did well - Where I could improve - Specific phrases that would land better - Body language and tone suggestions 5. Then let's run it again with improvements Be realistic, not a pushover. The practice only helps if it's challenging.
Create Comprehensive Test Cases
Generate a complete test case suite for [feature/system]. Context: [describe what the feature does] Create: 1. **Functional test cases**: Happy path for every user flow 2. **Negative tests**: Invalid inputs, unauthorized access, system errors 3. **Boundary tests**: Min/max values, empty states, overflow 4. **Integration tests**: How this feature interacts with other parts of the system 5. **Accessibility tests**: Keyboard navigation, screen reader, color contrast 6. **Performance tests**: Load, stress, response time thresholds Format each test case with: ID, description, preconditions, steps, expected result, priority (P0-P2).
Deconstruct a Business Model
Analyze the business model of [company name]. Deconstruct it using: 1. **Value Proposition Canvas**: What jobs, pains, and gains do they address? 2. **Revenue Streams**: How do they make money? What's the pricing logic? 3. **Cost Structure**: What are their major cost centers? 4. **Moat Analysis**: Network effects, switching costs, brand, scale economies, data advantages 5. **Unit Economics**: CAC, LTV, payback period (estimate if data is limited) 6. **Growth Flywheel**: What drives compounding growth? 7. **Vulnerability**: What could disrupt this model? 8. **Comparison**: How does this compare to the closest competitor's model? Be specific with numbers where possible. Flag clearly when you're estimating vs citing.
Write Release Notes for Users
Write user-facing release notes for the following changes: [paste changelog, commit messages, or feature descriptions] Guidelines: 1. Group by: New Features, Improvements, Bug Fixes 2. Write for end users, not developers (no technical jargon) 3. Lead with the benefit, not the change ("You can now..." not "Added feature X") 4. Include brief context for why each change matters 5. Keep each item to 1-2 sentences 6. Add a brief "Highlights" section at the top with the 2-3 biggest changes 7. Suggest a one-line email subject for the announcement Tone: friendly, professional, concise.
Create a Rubric for Evaluation
Design a detailed evaluation rubric for [what you're evaluating, e.g., student essays, employee performance, product quality, vendor proposals]. Context: [describe purpose and audience] The rubric should include: 1. 5-7 evaluation criteria with clear definitions 2. 4-level scale for each criterion (Exceeds / Meets / Approaching / Below) 3. Specific, observable descriptors for each cell (not vague like "good" or "needs improvement") 4. Weighting for each criterion 5. Scoring guide and grade boundaries 6. 2 calibration examples (one strong, one weak) scored against the rubric 7. Tips for consistent application across evaluators
Plan a System Migration
Create a migration plan for moving from [current system] to [new system]. Scale: [describe size — users, data volume, etc.]. Cover: 1. **Pre-migration**: Data audit, compatibility assessment, risk inventory 2. **Migration Strategy**: Big bang vs phased vs parallel run — recommend one with rationale 3. **Data Migration**: Schema mapping, transformation rules, validation checks 4. **Cutover Plan**: Step-by-step timeline with owners 5. **Rollback Plan**: At what point is rollback no longer possible? How to execute it. 6. **Testing**: What to test before, during, and after 7. **Communication Plan**: Who needs to know what, when 8. **Risk Matrix**: Risk, probability, impact, mitigation 9. **Post-migration**: Monitoring, decommissioning old system, lessons learned Be specific about sequence dependencies.
Write a Persuasive Argument
Write a persuasive argument for [position/proposal]. Audience: [who you're persuading]. Their likely objections: [list known objections]. Structure using the Minto Pyramid: 1. **Situation**: Shared context everyone agrees on 2. **Complication**: The problem or change that creates tension 3. **Question**: The implicit question the audience is asking 4. **Answer**: Your recommendation (state it upfront) 5. **Supporting Arguments**: 3 pillars, each with evidence 6. **Objection Handling**: Preemptively address their top 3 concerns 7. **Call to Action**: Specific next step Use data over opinion. Acknowledge complexity. Don't strawman the opposing view.
Generate a Data Analysis Plan
I have a dataset about [describe dataset — what it contains, size, format]. I want to understand [describe your question or goal]. Create a step-by-step analysis plan: 1. Data cleaning checklist (missing values, outliers, duplicates) 2. Exploratory data analysis steps with specific visualizations to create 3. Statistical tests to run and why each is appropriate 4. Potential confounding variables to control for 5. How to validate findings (cross-validation, holdout set, etc.) 6. Expected output format (tables, charts, summary statistics) 7. Python/R code skeleton for each major step 8. Common pitfalls for this type of analysis and how to avoid them
Create Persona Profiles for Product Design
Create 4 detailed user personas for [product/service]. Include for each: 1. **Demographics**: Name, age, job, location, income 2. **Psychographics**: Values, motivations, frustrations 3. **Goals**: What they're trying to achieve (primary and secondary) 4. **Pain Points**: Current obstacles (be specific, not generic) 5. **Behavior Patterns**: How they currently solve the problem, tools they use 6. **Quote**: A realistic quote that captures their mindset 7. **Scenario**: A day-in-the-life paragraph showing when they'd use your product 8. **Metrics that matter to them**: What does success look like? Make personas distinct enough to create genuine product tension (features that help one persona might not help another).
Explain Code to a Non-Technical Stakeholder
I need to explain the following technical implementation to non-technical stakeholders: [paste code or technical description] Create: 1. A 30-second elevator pitch version (no technical terms at all) 2. A 2-minute explanation using analogies from everyday life 3. A visual diagram description (what a diagram of this system would look like) 4. Answers to likely questions: - "How long will this take?" - "What could go wrong?" - "How much will it cost?" - "Why can't we just [obvious simple solution]?" 5. A one-slide summary for an executive presentation
Build a Competitive Intelligence Report
Create a competitive intelligence report for [your company/product] vs [list 3-5 competitors]. Analyze each competitor on: 1. **Product**: Core features, recent launches, roadmap signals 2. **Positioning**: How they describe themselves, target segment 3. **Pricing**: Plans, packaging strategy, discounting patterns 4. **Go-to-Market**: Marketing channels, content strategy, partnerships 5. **Strengths**: What they do better than us 6. **Weaknesses**: Where they fall short 7. **Customer Sentiment**: What users praise and complain about Conclude with: - Competitive positioning map (describe the 2x2) - 3 opportunities we can exploit - 3 threats we need to defend against - Recommended strategic moves
Create a Learning Roadmap
Create a structured learning roadmap for becoming proficient in [skill/topic]. My current level: [beginner/intermediate]. Time available: [hours per week]. Goal: [what I want to be able to do]. Provide: 1. **Phase 1 (Foundations)**: Core concepts to master first, with specific resources 2. **Phase 2 (Application)**: Hands-on projects that build real skills 3. **Phase 3 (Depth)**: Advanced topics and specialization paths 4. **Weekly schedule**: Specific study plan for the first 4 weeks 5. **Milestone checkpoints**: How to know when I'm ready to move to the next phase 6. **Practice resources**: Exercises, challenges, communities 7. **Common plateaus**: Where people get stuck and how to break through 8. **Estimated timeline**: Realistic time to reach my goal
Draft a Policy Document
Draft a [type of policy, e.g., remote work, data retention, acceptable use, expense reimbursement] policy for [organization type and size]. Include: 1. **Purpose and Scope**: Who this applies to and why it exists 2. **Definitions**: Key terms defined clearly 3. **Policy Statements**: Clear, actionable rules (not vague guidelines) 4. **Procedures**: Step-by-step process for common scenarios 5. **Exceptions**: How to request an exception and who approves 6. **Compliance**: What happens if the policy is violated 7. **FAQ Section**: 5 questions employees would actually ask 8. **Effective Date and Review Schedule** Tone: authoritative but human. Avoid legalese where possible.
Write a Comparative Essay Outline
Create a detailed outline for a comparative essay on [Topic A] vs [Topic B]. Purpose: [academic/persuasive/informational]. Length: [word count]. Structure options — recommend the best approach: - Block method (all of A, then all of B) - Point-by-point (alternating A and B on each criterion) - Hybrid For the recommended structure: 1. Thesis statement (clear, arguable, specific) 2. 5-6 comparison criteria with topic sentences for each paragraph 3. Evidence/examples to include for each point 4. Transition phrases between sections 5. Counter-argument to address 6. Conclusion that goes beyond summary (so what?) 7. Works cited suggestions
Optimize a SQL Query
Optimize the following SQL query for performance: [paste query] Database: [PostgreSQL/MySQL/SQLite/etc.] Table sizes: [approximate row counts] Current execution time: [if known] Please: 1. Analyze the current query and identify performance bottlenecks 2. Check for common anti-patterns (SELECT *, missing indexes, correlated subqueries) 3. Provide the optimized query 4. Explain each optimization and its expected impact 5. Suggest indexes that should exist 6. Provide the EXPLAIN plan interpretation 7. If the data model itself is the problem, suggest schema changes 8. Estimate the performance improvement
Create a Workshop Facilitation Guide
Design a facilitation guide for a [duration]-hour workshop on [topic]. Participants: [number and description]. Goal: [desired outcome]. Include: 1. **Pre-workshop**: Materials to send, room setup, supplies needed 2. **Agenda**: Minute-by-minute timeline 3. **Ice-breaker**: One activity that's actually relevant to the topic (not generic) 4. **Core Activities**: 2-3 exercises with detailed facilitator instructions 5. **Discussion Prompts**: Open-ended questions that drive productive conversation 6. **Time Management Tips**: Where to cut if running behind 7. **Difficult Situations**: How to handle dominant speakers, silence, conflict 8. **Closing**: How to capture outputs and define next steps 9. **Follow-up**: Post-workshop summary template and action tracking
Write a Thoughtful Book Review
Write a detailed review of [book title] by [author]. Go beyond summary. 1. **Core thesis**: What is the author's main argument in one sentence? 2. **Key ideas**: The 3-5 most important concepts with brief explanations 3. **Strongest chapter/section**: What worked best and why 4. **Weakest part**: Where does the argument falter or the writing drag? 5. **Target reader**: Who would benefit most from reading this? 6. **Comparative context**: How does this compare to other books on the same topic? 7. **Practical takeaways**: 3 things I can actually apply in my life/work 8. **Overall assessment**: Rating with nuanced justification 9. **Best quote**: One passage that captures the essence of the book
Stress-Test a Business Idea
I have a business idea: [describe the idea in 2-3 sentences]. Please stress-test it rigorously: 1. **Pre-mortem**: It's 18 months later and the business failed. List the 5 most likely reasons. 2. **Market reality check**: Who are the existing solutions? Why haven't they solved it? 3. **Customer validation questions**: 10 questions I should ask potential customers (before building anything) 4. **Unit economics**: What assumptions need to be true for this to be profitable? 5. **Unfair advantage**: What would give me a moat? Do I have it or can I build it? 6. **First 90 days**: What's the minimum I could build to test the core hypothesis? 7. **Kill criteria**: What signals should tell me to pivot or quit? 8. **Overall viability**: Honest assessment on a scale of 1-10 with reasoning
Create Flashcards from Study Material
Transform the following study material into effective flashcards: [paste material] Rules for creating flashcards: 1. One concept per card (atomic knowledge) 2. Phrase questions to test understanding, not just recall 3. Include "why" and "how" questions, not just "what" 4. Use cloze deletions for key terms and definitions 5. Add context clues that aid memory without giving away the answer 6. For processes/sequences, create cards that test individual steps AND the overall flow 7. Flag which cards are high-priority (likely to be tested/most important) Output format for each card: - Front: [question] - Back: [answer] - Difficulty: [easy/medium/hard] - Tags: [topic tags]
Generate a Postmortem Report
Write a blameless postmortem for the following incident: [describe what happened, when, impact, and how it was resolved] Include: 1. **Incident Summary**: What happened in 2-3 sentences 2. **Timeline**: Chronological events from detection to resolution 3. **Impact**: Users affected, duration, revenue impact, SLA breach 4. **Root Cause**: The actual underlying cause (use 5 Whys analysis) 5. **Contributing Factors**: What made the situation worse 6. **What Went Well**: Things that helped during response 7. **What Went Poorly**: Where the response could improve 8. **Action Items**: Specific, assigned, time-bound remediation items 9. **Lessons Learned**: Systemic improvements beyond just fixing this bug 10. **Detection Gap**: How could we have caught this sooner?
Develop a Content Strategy Framework
Develop a content strategy for [brand/product]. Business goal: [describe goal, e.g., lead generation, brand awareness, SEO traffic]. Deliver: 1. **Content Pillars**: 4-5 core topics with rationale for each 2. **Content Types Matrix**: Which formats for which pillars (blog, video, podcast, social, email) 3. **Audience Journey Mapping**: Content for awareness, consideration, and decision stages 4. **Editorial Calendar Framework**: Publishing cadence, seasonal hooks, evergreen vs timely 5. **Distribution Strategy**: Where and how to promote each content type 6. **Measurement Framework**: KPIs for each content pillar and how to track them 7. **Resource Requirements**: What team/tools/budget is needed 8. **90-Day Quick Wins**: Specific content pieces to create first with projected impact 9. **Competitor Content Gaps**: Topics they're missing that you can own
Scaffold a New Feature with Tests
Create a complete [feature name] feature for this [framework] project. Include: 1. The main implementation file(s) 2. Unit tests with at least 80% coverage 3. Type definitions if using TypeScript 4. Integration with existing project patterns (check existing code for conventions) 5. Error handling and input validation 6. JSDoc/docstring comments for public APIs Follow the existing code style in this project. Check package.json for available libraries before introducing new ones.
Fix Failing Tests and Explain Why
The following tests are failing: [paste test output or describe which tests fail] Please: 1. Read the test files and the code they test 2. Identify the root cause of each failure 3. Fix the code (not the tests, unless the tests themselves are wrong) 4. Explain what was wrong and why your fix is correct 5. Run the tests again to confirm they pass 6. Check if your fix could break any other tests
Implement a REST API Endpoint
Create a REST API endpoint for [resource/action]. Specifications: - Method: [GET/POST/PUT/DELETE] - Path: [/api/v1/...] - Request body/params: [describe expected input] - Response: [describe expected output] - Auth: [required/public] Implement: 1. Route handler with input validation 2. Service layer with business logic 3. Database query (follow existing ORM/query patterns) 4. Error responses with appropriate HTTP status codes 5. Request/response types 6. Unit test for the handler 7. Integration test for the full flow Check existing endpoints in this project for patterns to follow.
Refactor Component with Performance Fix
This component has performance issues: [describe the component or point to the file] Please: 1. Profile the component to identify unnecessary re-renders or expensive operations 2. Apply React.memo/useMemo/useCallback where appropriate (or equivalent for the framework) 3. Extract expensive computations 4. Implement virtualization if rendering large lists 5. Lazy load heavy dependencies 6. Before/after explanation of what changed and expected impact 7. Make sure existing tests still pass after refactoring
Add Authentication to Existing App
Add authentication to this project using [auth method: JWT, OAuth, session-based, etc.]. Requirements: - Login, register, and logout flows - Password hashing (bcrypt or argon2) - Protected route middleware - Token refresh mechanism - Rate limiting on auth endpoints - Input sanitization Implement following the existing project patterns. Create the migration/schema for user table if it doesn't exist. Include tests for auth flows including edge cases (expired token, wrong password, etc.).
Convert JavaScript to TypeScript
Convert the following JavaScript file(s) to TypeScript: [list files or describe scope] Requirements: 1. Add proper type annotations (avoid 'any' — use unknown + type guards instead) 2. Create interfaces/types for all data structures 3. Handle null/undefined with strict null checks 4. Use generics where it improves reusability 5. Add proper return types to all functions 6. Ensure existing tests still pass 7. Export types that other files might need 8. Update imports in files that depend on the converted files
Create a Database Migration
Create a database migration for: [describe schema change: new table, add column, modify constraint, etc.] Using [ORM/migration tool: Prisma, Knex, Sequelize, Drizzle, etc.]: 1. Write the up migration 2. Write the down migration (reversible) 3. Update any affected models/schemas 4. Handle existing data transformation if needed 5. Add seed data if this is a new table 6. Update any queries that reference the changed schema 7. Test the migration runs cleanly in both directions
Build a Reusable UI Component
Create a reusable [component name] component. Requirements: - Props: [list expected props with types] - Variants: [list visual variants, e.g., primary, secondary, destructive] - Sizes: [sm, md, lg] - States: default, hover, focus, disabled, loading - Accessible: ARIA attributes, keyboard navigation, focus management Follow the project's existing component patterns. Include: 1. The component implementation 2. Storybook stories or a demo page showing all variants 3. Unit tests for rendering, interactions, and accessibility 4. Usage examples in a comment block
Set Up CI/CD Pipeline
Set up a CI/CD pipeline for this project using [GitHub Actions/GitLab CI/etc.]. The pipeline should: 1. **On pull request**: - Install dependencies - Run linter - Run type checking - Run unit tests with coverage report - Build the project - Comment test results on the PR 2. **On merge to main**: - All of the above - Deploy to [staging/production] - Run smoke tests against deployed environment - Notify team on success/failure Use caching for node_modules/pip packages. Keep total CI time under 5 minutes.
Implement Error Boundary and Logging
Add comprehensive error handling to this project: 1. Global error boundary component (React) or error handler (backend) 2. Structured error logging with context (user, request, stack trace) 3. Custom error classes for different error types (ValidationError, NotFoundError, AuthError) 4. User-friendly error messages (don't expose internals) 5. Error recovery strategies where possible 6. Integration with [logging service: Sentry, DataDog, etc.] or console fallback 7. Unhandled promise rejection handler 8. Graceful degradation for non-critical features Check existing error handling patterns first and extend rather than replace them.
Write E2E Tests for Critical Flows
Write end-to-end tests for the following critical user flows: [list 3-5 user flows, e.g., signup, checkout, search] Using [Playwright/Cypress/etc.]: 1. Set up test fixtures and data seeding 2. Test the complete happy path for each flow 3. Test one failure case per flow (validation error, network failure, etc.) 4. Use page object model pattern for maintainability 5. Add retry logic for flaky selectors 6. Screenshot on failure for debugging 7. Keep tests independent (no test depends on another test's side effects) 8. Add to CI pipeline if not already there
Optimize Build and Bundle Size
Analyze and optimize the build output of this project: 1. Run bundle analysis and identify the largest dependencies 2. Find and eliminate dead code (unused imports, unreachable code) 3. Implement code splitting for routes/features 4. Lazy load heavy components and libraries 5. Replace heavy dependencies with lighter alternatives where possible 6. Configure tree shaking properly 7. Optimize images and static assets 8. Set up proper caching headers Provide before/after bundle size comparison. Target: reduce main bundle by at least 30%.
Add Internationalization (i18n)
Add internationalization support to this project for [list languages]. Using [i18n library: next-intl, react-i18next, etc.]: 1. Set up the i18n configuration and provider 2. Extract all hardcoded strings into translation files 3. Organize translations by feature/page 4. Handle pluralization rules 5. Handle date, number, and currency formatting per locale 6. Add language switcher component 7. Set up URL-based locale detection (e.g., /en/about, /ja/about) 8. Ensure RTL support if needed 9. Create a translation key naming convention document 10. Add a missing translation fallback strategy
Implement Caching Strategy
Implement a caching strategy for this project to reduce load times and API calls: 1. Identify the most frequently accessed and expensive operations 2. Add in-memory caching with TTL for hot data 3. Implement Redis caching for shared state (if applicable) 4. Add HTTP cache headers for static and semi-static responses 5. Implement stale-while-revalidate pattern for API responses 6. Cache invalidation strategy (when data changes) 7. Monitoring: cache hit/miss ratio logging 8. Fallback behavior when cache is unavailable Ensure cached data stays consistent. Document the caching strategy and TTLs.
Create a CLI Tool for Project Tasks
Build a CLI tool for this project that handles common tasks: [list 3-5 tasks, e.g., seed database, generate component, run reports] Requirements: 1. Use [Commander.js/yargs/Click/etc.] for argument parsing 2. Interactive prompts for required inputs 3. Helpful --help output for each command 4. Colored terminal output for success/error/warning 5. Progress indicators for long-running tasks 6. Configuration file support (.rc or .config.js) 7. Validate inputs before executing 8. Add to package.json scripts for easy access
Implement WebSocket Real-Time Feature
Add real-time functionality using WebSockets for [describe feature: live chat, notifications, collaborative editing, etc.]. 1. Set up WebSocket server (Socket.io/ws/native) 2. Client-side connection management with auto-reconnect 3. Authentication for WebSocket connections 4. Room/channel-based message routing 5. Heartbeat/ping-pong for connection health 6. Graceful degradation to polling if WebSocket fails 7. Message queuing for offline/reconnecting clients 8. Rate limiting to prevent abuse 9. Unit tests for message handling logic 10. Load test considerations
Add Search with Autocomplete
Implement search functionality with autocomplete for [what is being searched]. Requirements: 1. Search input with debounced API calls (300ms) 2. Autocomplete dropdown with keyboard navigation (arrow keys, enter, escape) 3. Highlight matching text in results 4. Recent searches stored in localStorage 5. Backend: full-text search query (or Algolia/Elasticsearch integration) 6. Handle empty states, loading states, and no results 7. Mobile-friendly (touch targets, responsive dropdown) 8. Accessible: ARIA combobox pattern, screen reader announcements 9. Analytics: track search queries for insights
Implement Dark Mode Toggle
Add dark mode support to this project: 1. Define dark color palette that complements the existing light theme 2. Use CSS custom properties for all theme colors 3. Implement toggle component (with system preference detection) 4. Persist preference in localStorage 5. Prevent flash of wrong theme on page load 6. Handle images and media that need dark mode variants 7. Update all components to use theme tokens (no hardcoded colors) 8. Smooth transition animation between modes 9. Test contrast ratios meet WCAG AA in both modes 10. Add to user settings if the app has user accounts
Generate OpenAPI Spec from Code
Generate a complete OpenAPI 3.0 specification from the existing API routes in this project. 1. Scan all route files and extract endpoints 2. Document request parameters, body schemas, and response schemas 3. Add authentication requirements per endpoint 4. Include example request/response for each endpoint 5. Group endpoints by resource/tag 6. Add error response schemas (400, 401, 403, 404, 500) 7. Output as both YAML and JSON 8. Set up Swagger UI at /api/docs 9. Add validation middleware that enforces the spec 10. Keep the spec in sync with code changes (describe the process)
Implement Rate Limiting and Security Headers
Add security hardening to this web application: 1. Rate limiting: [X] requests per [window] per IP, with proper 429 responses 2. Security headers: CSP, HSTS, X-Frame-Options, X-Content-Type-Options 3. CORS configuration (whitelist specific origins) 4. Request body size limits 5. SQL injection protection (parameterized queries audit) 6. XSS protection (output encoding audit) 7. CSRF protection for state-changing requests 8. Dependency vulnerability scan (npm audit / pip audit) 9. Environment variable validation on startup 10. Security-focused logging (failed auth attempts, unusual patterns) Prioritize by risk. Don't break existing functionality.
Structured Brainstorming Session
I need to brainstorm ideas for [topic/challenge]. Run a structured brainstorming session: 1. First, generate 20 ideas quickly without filtering (quantity over quality) 2. Group them into themes/categories 3. Apply the SCAMPER method to the top 5 ideas (Substitute, Combine, Adapt, Modify, Put to other use, Eliminate, Reverse) 4. Score each refined idea on: feasibility (1-5), impact (1-5), originality (1-5) 5. Present the top 3 ideas with a one-paragraph pitch for each 6. Suggest unexpected combinations of ideas that could create something novel Don't self-censor. Include unconventional ideas.
Daily Standup Summary Generator
Help me write my daily standup update. Here's what I did: [paste rough notes about yesterday's work and today's plans] Format it as: **Yesterday:** - [completed items, phrased as accomplishments with impact] **Today:** - [planned items, phrased as clear deliverables] **Blockers:** - [any blockers, or 'None' if clear] Keep each bullet to one line. Use specific language (not "worked on X" but "shipped X" or "reviewed X"). Total should be readable in 30 seconds.
Write a Newsletter That People Actually Read
Write a newsletter edition about [topic] for [audience description]. Newsletter name: [name]. Sending frequency: [weekly/biweekly/monthly]. Structure: 1. Subject line (aim for 40%+ open rate — curiosity gap or specific benefit) 2. Opening hook (1-2 sentences that create urgency or intrigue) 3. Main story (300-400 words, one key insight with supporting evidence) 4. Quick hits section (3-4 bullet-point news items or links, 1-2 sentences each) 5. Actionable takeaway (specific thing the reader can do today) 6. Closing with personal touch Tone: conversational, smart, not salesy. Read like a smart friend sharing insights over coffee.
Create a Project Timeline with Milestones
Create a detailed project timeline for [project description]. Duration: [timeframe]. Team size: [number]. Provide: 1. Project phases with start/end dates 2. Key milestones and deliverables for each phase 3. Dependencies between tasks (what blocks what) 4. Resource allocation per phase 5. Buffer time for unknowns (recommend where to add slack) 6. Critical path identification 7. Risk events that could delay the timeline and mitigation plans 8. Weekly checkpoint list (what to review each week) 9. Go/no-go decision points Format as a table I can paste into a spreadsheet or project management tool.
Negotiate a Better Deal
I need to negotiate [what you're negotiating: salary, contract terms, vendor pricing, etc.]. Context: - Current situation: [describe] - What I want: [describe desired outcome] - My leverage: [what bargaining power I have] - Their likely position: [what you think they'll say] Help me by: 1. Identifying my BATNA (Best Alternative to Negotiated Agreement) 2. Setting my anchor point, target, and walk-away point 3. Scripting my opening statement 4. Preparing responses to their top 5 likely objections 5. Suggesting 3 creative win-win options (expand the pie) 6. Listing body language and timing tips 7. Identifying concessions I can make that cost me little but matter to them
Turn Data into a Compelling Story
I have the following data/statistics: [paste data, numbers, or research findings] Turn this into a compelling narrative by: 1. Identifying the most surprising or counterintuitive finding 2. Creating a hook that leads with that insight 3. Building a logical narrative arc (situation, tension, resolution) 4. Translating raw numbers into relatable comparisons ("that's enough to fill X" or "equivalent to Y") 5. Suggesting 2-3 data visualizations that would enhance the story 6. Writing 3 headline options ranked by click-worthiness 7. Creating a tweetable one-liner that captures the core insight Audience: [describe audience]. Purpose: [inform/persuade/inspire].
OKR Setting for a Quarter
Help me set OKRs (Objectives and Key Results) for [team/individual] for [Q1/Q2/Q3/Q4 year]. Context: - Mission: [team mission or company goals] - Last quarter results: [brief summary] - Biggest challenges: [describe] Create 3-4 Objectives with 3-4 Key Results each. Each KR must be: - Measurable (specific number or percentage) - Time-bound (achievable this quarter) - Ambitious but not impossible (70% confidence level) - Within our control (not dependent on external factors) Also provide: - Initiatives (projects/actions) that drive each KR - How to track progress weekly - Leading indicators to watch - Common anti-patterns to avoid with these OKRs
Explain Like I'm 5 (ELI5)
Explain [complex topic] like I'm 5 years old. Rules: 1. Use only words a kindergartener would know 2. Use a fun analogy from a child's world (playground, toys, snacks, animals) 3. Keep it under 100 words 4. Make it genuinely accurate (simplified but not wrong) 5. End with something that sparks curiosity ("and that's why...") Then provide: - The same explanation for a high schooler (200 words) - The same explanation for a college student studying the field (300 words) - A one-sentence PhD-level summary This ladder of explanations helps me find the level I actually need.
Create a Presentation Outline with Speaker Notes
Create a presentation outline for [topic]. Audience: [describe]. Duration: [minutes]. Goal: [inform/persuade/train]. For each slide: 1. Slide title 2. Key visual or diagram description 3. 3-4 bullet points (what goes ON the slide — keep minimal) 4. Speaker notes (what you SAY — full talk track, 60-90 seconds per slide) 5. Transition to next slide (one sentence that bridges) Structure: - Slide 1: Hook (start with a question, stat, or story — not "Today I'll talk about") - Slides 2-3: Problem/context - Slides 4-7: Main content (1 idea per slide) - Slide 8: So-what / implications - Slide 9: Call to action - Slide 10: Q&A prompt Include 2 audience interaction moments (questions, polls, show of hands).
Write a LinkedIn Post That Gets Engagement
Write a LinkedIn post about [topic/experience/insight]. My role: [job title]. Goal: [thought leadership/engagement/lead generation]. Requirements: 1. Hook in the first line (pattern interrupt — not "I'm excited to share") 2. One specific story or example (not generic advice) 3. A vulnerable or contrarian element (something unexpected) 4. White space and short paragraphs (mobile-readable) 5. End with a question that invites comments (not a yes/no question) 6. Under 1,300 characters for optimal reach 7. No hashtag spam (max 3-5 relevant ones at the end) Provide 3 variations: - Storytelling version - Data-driven version - Hot take version
Create a Training Curriculum
Design a training curriculum to teach [skill/topic] to [audience]. Total duration: [hours/days/weeks]. Format: [in-person, virtual, self-paced, hybrid]. Provide: 1. **Learning path**: Modules in logical sequence with prerequisites 2. **Module breakdown**: For each module: - Learning objectives - Content outline - Activity/exercise description - Assessment method - Duration 3. **Materials list**: What to prepare or purchase 4. **Competency checkpoints**: How to verify learners are ready to advance 5. **Accommodations**: How to handle different learning speeds 6. **Success metrics**: How to measure training effectiveness 7. **Reinforcement plan**: How to ensure knowledge sticks post-training
Write Compelling Product Hunt Launch Copy
Write all the copy needed for a Product Hunt launch: Product: [name and one-line description] Target user: [describe] Key differentiator: [what makes this different] Deliver: 1. **Tagline**: Under 60 characters, benefit-focused 2. **Description**: 3-4 sentences for the PH listing 3. **First comment (Maker comment)**: The backstory, why you built it, what's special. Authentic, not salesy. 150-200 words. 4. **3 key features**: Title + one-sentence description each 5. **Twitter/X announcement**: For launch day 6. **Email to supporters**: Asking them to upvote (specific and genuine) 7. **Gallery image captions**: 5 screenshots with benefit-driven captions Study top PH launches for tone: confident, genuine, slightly informal.
Morning Journaling Prompts
Generate a set of 7 morning journaling prompts (one for each day of the week) designed to help with [goal: clarity, gratitude, productivity, creativity, self-awareness, etc.]. Each prompt should: 1. Be specific enough to produce genuine reflection (not "What are you grateful for?") 2. Take 5-10 minutes to answer thoughtfully 3. Build on the previous day's theme while standing alone 4. Include a brief instruction on HOW to approach the journaling (freewrite, list, letter format, etc.) Also include: - A 2-minute warm-up ritual to do before writing - How to review and extract patterns from a week's entries - One prompt designed for a difficult or low-motivation day
Write Microcopy for UI Elements
Write UX microcopy for the following UI elements in [product name]. Brand voice: [describe tone]. Write copy for: 1. Empty states (first-time user sees nothing yet) 2. Error messages (form validation, 404, 500, timeout) 3. Success confirmations 4. Loading states 5. Onboarding tooltips (3-step walkthrough) 6. Button labels (primary CTAs throughout the app) 7. Placeholder text for inputs 8. Permission requests (notifications, camera, location) 9. Upgrade/paywall messaging 10. Account deletion confirmation For each: the copy itself, the rationale for the tone chosen, and one A/B test variant. Keep everything under 15 words where possible.
Create Engaging Poll Questions
Create 10 engaging poll questions for [platform: Twitter, Instagram Stories, LinkedIn, etc.] in the [niche/topic] space. Each poll should: 1. Be genuinely interesting (people should WANT to vote, not feel obligated) 2. Have 2-4 answer options that are balanced (no obvious right answer) 3. Spark comments and debate 4. Subtly educate the audience or challenge assumptions 5. Include a follow-up talking point to post after results come in Mix of types: - 3 opinion-based ("Which matters more...") - 3 prediction-based ("What will happen...") - 2 experience-based ("Have you ever...") - 2 knowledge-testing ("Did you know...")
Create a Customer Feedback Survey
Design a customer feedback survey for [product/service]. Goal: [understand satisfaction, identify churn risk, guide roadmap, etc.]. Keep it under 3 minutes to complete. Provide: 1. Survey structure (7-10 questions max) 2. Mix of question types (NPS, Likert scale, multiple choice, one open-ended) 3. Question wording that avoids leading or biased phrasing 4. Conditional logic (if they answer X, show follow-up Y) 5. The exact NPS question and how to segment responses 6. One "golden question" that predicts churn/loyalty 7. Thank you page copy 8. Analysis plan: what to do with the data once collected 9. When and how to send it (timing, channel, frequency)
Write a Cold Outreach Message
Write a cold outreach message to [target person/role] at [company type]. My goal: [meeting, partnership, sale, etc.]. What I offer: [brief value prop]. Provide 3 versions: 1. **Email** (under 100 words, specific subject line) 2. **LinkedIn message** (under 300 characters for connection request) 3. **Twitter DM** (casual, under 280 characters) Each must: - Lead with value for THEM (not about you) - Reference something specific about them or their company - Have one clear, low-friction CTA (not "Let me know your thoughts") - Sound like a human, not a template - Include a specific reason for reaching out now Also provide a follow-up message for no response (sent 5 days later).
Debate Both Sides of an Issue
Present a rigorous debate on: [topic/question]. Structure: 1. **Context**: Why this debate matters right now (3-4 sentences) 2. **Side A** (For): - 3 strongest arguments with evidence - Best real-world example supporting this position 3. **Side B** (Against): - 3 strongest arguments with evidence - Best real-world example supporting this position 4. **Rebuttal from each side**: How would A respond to B's strongest point, and vice versa? 5. **Nuance**: What both sides tend to overlook 6. **My synthesis**: Where the truth likely lies (acknowledge uncertainty) 7. **Key question**: The one question that would settle this debate if we could answer it Be genuinely fair to both sides. Steel-man, don't strawman.
Create a Habit Tracking System
Design a habit tracking system for building [list 3-5 habits you want to build]. My current routine: [describe typical day]. Biggest obstacles: [describe what usually derails you]. Provide: 1. Habit stacking strategy (attach new habits to existing routines) 2. Implementation intentions for each habit ("When [X happens], I will [habit]") 3. Minimum viable version of each habit (2-minute rule) 4. Tracking method (simple enough that tracking itself doesn't become a chore) 5. Reward system that doesn't undermine the habit 6. Accountability mechanism 7. Recovery protocol for when you miss a day 8. 30-day calendar with daily focus 9. Monthly review questions to assess progress
Create a Knowledge Base Article
Write a knowledge base / help center article about [topic]. Product: [product name]. Audience: [user type]. Structure: 1. **Title**: Clear, searchable (how the user would phrase their question) 2. **Quick answer**: TL;DR in 1-2 sentences at the top 3. **Step-by-step instructions**: Numbered, with expected results after each step 4. **Screenshots/visual callouts**: [Describe where screenshots should go] 5. **Common issues**: Troubleshooting table (problem → solution) 6. **Related articles**: 3-4 links to suggest 7. **Was this helpful?**: Feedback prompt Writing rules: - Use "you" not "the user" - Present tense - One action per step - Specify exact button names, menu paths in **bold**
Generate YouTube Video Script
Write a script for a [duration]-minute YouTube video about [topic]. Channel style: [educational/entertainment/review/tutorial]. Target audience: [describe]. Structure: 1. **Hook** (0-15 sec): Pattern interrupt that prevents scrolling. No "Hey guys, welcome to my channel." 2. **Promise** (15-30 sec): What the viewer will learn/get by the end 3. **Content sections** (each 2-3 minutes): One clear point per section with examples 4. **B-roll suggestions**: Visual ideas for each section [in brackets] 5. **Retention tricks**: Re-hooks every 2-3 minutes to prevent drop-off 6. **CTA placement**: Natural subscribe/like prompts (not at the start) 7. **Outro**: End with a question or teaser for the next video Also provide: - Title options (under 60 chars, curiosity-driven) - Thumbnail concept (describe the visual) - Description with timestamps and keywords - 3 pinned comment ideas
Build a Reading List on a Topic
Curate a reading list for someone who wants to deeply understand [topic]. My current knowledge level: [beginner/intermediate/advanced]. Provide: 1. **Foundation** (3 books): Start here, in this order. Explain why each is essential. 2. **Deep dive** (3 books): For serious understanding. What each adds that the foundations don't. 3. **Contrarian/alternative view** (2 books): Challenge the mainstream narrative 4. **Practical application** (2 books): For actually doing something with this knowledge 5. **Stay current** (3 resources): Blogs, newsletters, podcasts, or journals to follow For each book: - Title and author - One-sentence summary of the key insight - Who should skip it and why - Estimated reading time
Write Twitter/X Thread
Write a Twitter/X thread about [topic]. Goal: [educate/entertain/promote]. My expertise: [context about your authority on this topic]. Thread structure (8-12 tweets): 1. **Tweet 1**: Hook that makes people click "Show this thread" (bold claim, surprising stat, or contrarian take) 2. **Tweets 2-3**: Set up the problem or context 3. **Tweets 4-8**: Main content (one insight per tweet, each can stand alone) 4. **Tweet 9-10**: The unexpected twist or key takeaway 5. **Tweet 11**: Summary or actionable advice 6. **Tweet 12**: CTA (follow, retweet, check out [link]) Rules: - Each tweet under 280 characters - No tweet should need the previous one to make sense - Use numbers and specific details over vague claims - End each tweet with a reason to keep reading
Create FAQ Section for Website
Write an FAQ section for [website/product]. Include 15 questions organized into categories: **Getting Started** (4 questions) **Pricing & Billing** (3 questions) **Features & Usage** (4 questions) **Technical / Troubleshooting** (2 questions) **Privacy & Security** (2 questions) For each question: - Phrase it exactly as a customer would ask (natural language, not corporate) - Answer in 2-4 sentences (concise but complete) - Link to relevant help article where applicable [placeholder links] - Add Schema.org FAQPage markup for the top 5 questions (for SEO) Tone: helpful and direct. If the answer is "no" or "we don't support that", say so honestly and offer an alternative.
Reverse Engineer a Successful Strategy
Reverse engineer the strategy behind [company/product/campaign]'s success with [specific achievement]. Analyze: 1. **Timeline**: Key milestones from start to the success point 2. **Market conditions**: What external factors helped or hindered 3. **Strategic choices**: The 3-5 decisions that mattered most 4. **What they did differently**: Compared to competitors who tried similar things 5. **Resources and advantages**: What they had that others didn't 6. **Luck vs skill**: What was repeatable vs circumstantial 7. **Hidden costs**: What they sacrificed or risked to achieve this 8. **Lessons for me**: How I can apply these principles to [my context] Be honest about what's replicable and what isn't. Avoid survivorship bias.
Cinematic Portrait with Dramatic Lighting
Portrait of [subject description], cinematic lighting, Rembrandt lighting setup, shallow depth of field, shot on 85mm f/1.4 lens, dramatic shadows, warm color grading, film grain, 8K resolution --ar 2:3 --style raw --v 6
Isometric 3D Scene for UI Design
Isometric 3D illustration of [scene description], soft pastel colors, clean geometric shapes, minimal shadows, Clay render style, white background, professional UI illustration, Dribbble trending, smooth gradients --ar 1:1 --v 6
Product Photography on White Background
[Product description] floating on pure white background, professional product photography, studio lighting with soft box, subtle reflection below, crisp sharp focus, commercial photography style, minimal clean aesthetic, 4K --ar 4:5 --v 6
Fantasy Book Cover Illustration
Epic fantasy book cover, [scene description], dramatic sky with volumetric clouds, magical atmospheric lighting, detailed environment, cinematic composition, painted in the style of classic fantasy illustration, rich saturated colors, dramatic perspective --ar 2:3 --v 6
Modern Logo Concept
Minimalist logo design for [brand name], [describe concept], flat vector style, single color on white background, geometric, memorable, scalable, professional corporate identity, behance award winning --ar 1:1 --v 6 --style raw
Architectural Visualization
Architectural visualization of [building description], golden hour exterior shot, lush landscaping, photorealistic rendering, V-Ray quality, professional architectural photography, clean modern lines, warm natural light, detailed materials --ar 16:9 --v 6
Social Media Post Graphic
Instagram post design, [topic/message], bold typography integrated into the design, vibrant gradient background, modern layout, eye-catching, trendy 2026 graphic design aesthetic, clean and professional, engagement-optimized --ar 1:1 --v 6
Watercolor Illustration Style
[Subject description] in delicate watercolor illustration style, soft washes of color, visible brush strokes, paper texture, botanical illustration quality, gentle pastel palette, fine detail work, white border, art print quality --ar 3:4 --v 6
Futuristic UI Dashboard Design
Futuristic holographic UI dashboard, [describe data/context], dark background with glowing cyan and purple accents, data visualization elements, clean sans-serif typography, sci-fi interface design, transparent glass morphism panels, Figma mockup quality --ar 16:9 --v 6
Food Photography Flat Lay
Overhead flat lay food photography of [dish description], rustic wooden table, natural window light, fresh herbs as garnish, complementary props (linen napkin, vintage utensils), warm tones, editorial food magazine quality, appetizing styling --ar 1:1 --v 6
Children's Book Illustration
[Scene description] in charming children's book illustration style, soft rounded shapes, warm friendly colors, whimsical details, storybook quality, gentle lighting, handcrafted feel, suitable for ages 3-8, full page illustration --ar 4:3 --v 6
Tech Startup Hero Image
Abstract technology hero image, [describe concept: AI, cloud, data, etc.], smooth gradient mesh background in brand colors [specify colors], floating 3D geometric elements, clean modern aesthetic, SaaS website hero style, professional and trustworthy --ar 16:9 --v 6
Vintage Travel Poster
Vintage travel poster for [destination], art deco style, bold flat colors, retro typography integrated into design, classic 1930s travel poster aesthetic, screen print texture, warm nostalgic palette, decorative border --ar 2:3 --v 6
Minimalist Icon Set
Set of 9 minimalist line icons for [theme, e.g., finance, health, education], arranged in a 3x3 grid, consistent 2px stroke weight, rounded corners, single color on white background, modern UI icon style, pixel-perfect, Material Design influenced --ar 1:1 --v 6 --style raw
Moody Landscape Photography
Dramatic landscape photograph of [location/scene], moody atmosphere, fog or mist, long exposure effect on water, deep shadows, cinematic color grading (teal and orange), wide-angle composition, leading lines, National Geographic quality --ar 16:9 --v 6 --style raw
App Store Screenshot Mockup
iPhone 15 Pro mockup showing [app description] on screen, floating at slight angle, clean gradient background matching app colors, subtle shadow beneath phone, app store screenshot style, professional, device frame clearly visible --ar 9:19.5 --v 6
Abstract Background Texture
Abstract flowing background texture, [color palette description], organic fluid shapes, smooth gradient transitions, subtle noise grain overlay, perfect for website backgrounds, seamless, elegant and modern, 4K resolution --ar 16:9 --v 6
Character Concept Art
Character concept art of [character description], full body T-pose reference sheet, front and side view, detailed costume design, fantasy RPG style, clean lines, annotated design notes style, neutral grey background, professional concept art for game development --ar 16:9 --v 6
Corporate Team Photo Style
Professional corporate portrait of [describe person], modern office environment, natural window light, shallow depth of field, warm and approachable expression, business casual attire, LinkedIn profile photo quality, confident but not stiff, clean background --ar 1:1 --v 6 --style raw
Infographic Visual Elements
Clean infographic illustration elements for [topic], flat design style, cohesive color palette [specify 3-4 colors], data visualization charts, icons, and diagrams, white background, professional business presentation quality, consistent line weight and style --ar 16:9 --v 6
Anime Style Character Portrait
[Character description] in modern anime art style, expressive eyes, dynamic pose, vibrant hair color, detailed clothing design, soft cel shading, clean line art, gradient background with bokeh, high quality anime illustration, trending on ArtStation --ar 2:3 --v 6 --niji 6
Packaging Design Mockup
Premium packaging design for [product], [material: kraft paper, matte black, glass, etc.], minimalist branding, elegant typography, product sitting on marble surface, studio lighting, luxury brand aesthetic, photorealistic product photography --ar 4:5 --v 6
Double Exposure Art Effect
Double exposure art, silhouette of [subject] filled with [scene, e.g., forest, cityscape, ocean], seamless blend between figure and landscape, ethereal and dreamlike, high contrast, muted color palette, fine art photography style --ar 2:3 --v 6
Newsletter Header Illustration
Horizontal illustration for email newsletter header about [topic], friendly and modern illustration style, limited color palette of 4 colors, simple shapes, professional yet approachable, tech industry aesthetic, clean white space, works at small sizes --ar 3:1 --v 6
Retro Pixel Art Scene
[Scene description] in 16-bit pixel art style, limited color palette, clean pixel edges, nostalgic SNES-era aesthetic, side-view game scene composition, detailed sprites, atmospheric lighting effects within pixel constraints --ar 16:9 --v 6 --style raw
Photorealistic Portrait with ControlNet
RAW photo, [subject description], (high detailed skin:1.2), 8k uhd, dslr, soft lighting, high quality, film grain, Fujifilm XT3 Negative: (deformed iris, deformed pupils, semi-realistic, cgi, 3d, render, sketch, cartoon, drawing, anime:1.4), text, close up, cropped, out of frame, worst quality, low quality, jpeg artifacts, ugly, duplicate, morbid, mutilated, extra fingers, mutated hands, poorly drawn hands, poorly drawn face, mutation, deformed, blurry, dehydrated, bad anatomy, bad proportions, extra limbs, cloned face, disfigured, gross proportions, malformed limbs, missing arms, missing legs, extra arms, extra legs, fused fingers, too many fingers, long neck
Anime Character with Specific Art Style
[Character description], anime style, masterpiece, best quality, highly detailed, sharp focus, dynamic angle, [hair color] hair, [eye color] eyes, [clothing description], beautiful lighting, trending on pixiv, studio quality Negative: lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, bad feet, artist name
Seamless Texture for 3D Models
Seamless tileable texture of [material: wood, stone, fabric, metal, etc.], (seamless:1.3), top-down photograph, flat lighting, no shadows, even exposure, PBR material texture, 4K, highly detailed surface, uniform lighting Negative: uneven lighting, shadows, perspective distortion, objects, text, watermark, border, frame, vignette, gradient, non-tileable
Product Photo with Background Removal
[Product description], professional product photography, studio lighting, pure white background, sharp focus, commercial photography, centered composition, slight shadow beneath for grounding, high resolution, clean and minimal Negative: busy background, colored background, low quality, blurry, distorted, watermark, text, multiple objects, cluttered
Concept Art Environment
Concept art of [environment description], matte painting style, epic scale, atmospheric perspective, volumetric lighting, god rays, (masterpiece:1.2), highly detailed, digital painting, artstation, concept art, sharp focus, illustration, dramatic lighting Negative: photo, realistic, 3d render, low quality, blurry, text, watermark, signature, frame, border
LoRA Training Dataset Preparation Style
[Subject] in [pose/action], [background description], consistent lighting, neutral expression, clear face visible, full body shot, high resolution photograph, even studio lighting, minimal accessories, consistent art style across images Settings: Steps 30, CFG 7, Sampler DPM++ 2M Karras, Size 512x768 Negative: blurry, low quality, cropped face, obscured face, heavy makeup, dramatic lighting changes, inconsistent style
Inpainting: Replace Object in Scene
For inpainting masked area: [description of replacement object/element], matching the lighting and perspective of the surrounding scene, seamless integration, color-matched to environment, natural shadows, consistent style with unmasked area Settings: Inpaint model, denoising strength 0.75, inpaint area: only masked, padding 32px Negative: inconsistent lighting, visible seam, different art style, floating object, wrong perspective, mismatched colors
Isometric Game Asset
Isometric view of [building/object description], game asset style, clean edges, vibrant colors, (isometric:1.4), low poly style, miniature diorama, soft shadows, white background, cute proportions, mobile game art, highly detailed small elements Negative: perspective distortion, fisheye, realistic, photographic, dark, gloomy, complex background, text
Architecture Interior with Img2Img
Interior design photography of [room description], modern minimalist style, natural daylight through large windows, warm wood tones, clean lines, architectural digest quality, professional interior photography, 8k, highly detailed materials and textures Settings: img2img with reference sketch, denoising 0.65-0.75, CFG 8 Negative: cluttered, dark, cramped, outdated style, low ceiling, poor lighting, cheap materials, distorted perspective, fisheye
Comic Book Panel Style
[Scene description], comic book art style, bold ink outlines, cel shading, halftone dots, dynamic composition, action lines, speech bubble space, vibrant primary colors, Marvel/DC comic aesthetic, professional comic artist quality Negative: photorealistic, soft edges, watercolor, pastel, no outlines, 3d render, blurry, text in wrong place
Fashion Lookbook Photography
Fashion editorial photograph, model wearing [outfit description], [setting: urban street, studio, nature], editorial lighting, high fashion pose, magazine quality, shot by [style reference: Mario Testino, Annie Leibovitz], sharp focus on outfit details, professional color grading Negative: amateur, selfie, bad posture, wrinkled clothes, bad lighting, overexposed, underexposed, blurry, deformed body
Scientific Illustration Style
Scientific illustration of [subject: plant, animal, anatomy, etc.], botanical/zoological plate style, white background, labeled diagram aesthetic, precise line work, watercolor coloring, vintage naturalist illustration, educational, highly accurate anatomical details Negative: cartoon, stylized, abstract, dark background, modern digital art, photographic, 3d render
Cyberpunk City Scene
Cyberpunk city street at night, neon signs in [language], rain-slicked streets with reflections, holographic advertisements, dense urban environment, flying vehicles in background, atmospheric fog, cinematic lighting, blade runner aesthetic, (masterpiece:1.2), 8k, highly detailed Negative: daytime, rural, clean, minimal, low detail, simple, cartoon, anime, text artifacts, blurry
Upscale and Enhance Photo
Use with img2img at low denoising (0.2-0.35): enhance details, sharpen, add fine texture details to [subject type], maintain original composition and colors, increase clarity, (high resolution:1.3), detailed, sharp focus, professional quality enhancement Settings: 4x upscale model (4x-UltraSharp or ESRGAN), tile size 512, denoising 0.25 Negative: change composition, alter colors, add elements, change style, artifacts, noise, blur
Sticker Design with Transparent Background
[Subject/character description] as a die-cut sticker design, bold clean outlines, flat color fill, chibi/kawaii proportions, simple white border around edge, (sticker:1.3), cute, vibrant colors, no background details, centered composition, vector art quality Negative: complex background, realistic proportions, photographic, gradient shading, 3d render, dark, detailed background, blurry edges
Realistic Food Photography
Professional food photography of [dish description], overhead 45-degree angle, natural window light from left, shallow depth of field, rustic ceramic plate on [surface], fresh herb garnish, steam rising, appetizing colors, editorial food styling, shot on medium format camera Negative: artificial looking, plastic food, harsh flash, low quality, oversaturated, unappetizing, messy plating, fast food style
Oil Painting Style Portrait
[Subject description], oil painting on canvas, visible brush strokes, impasto technique, classical portrait composition, Rembrandt-inspired lighting, rich earth tones with accents of [color], gallery-quality fine art, golden frame worthy, museum piece Negative: digital art, smooth, photographic, modern, minimalist, flat colors, cartoon, anime, sketch
UI Mockup Screenshot
Clean UI design screenshot of [app/website description], modern interface, [dark/light] mode, proper alignment and spacing, real-looking content (not lorem ipsum), professional typography, consistent design system, Figma-quality mockup, subtle shadows, proper hierarchy Settings: CFG 9, Steps 35, size matching target device resolution Negative: blurry text, misaligned elements, inconsistent spacing, garbled text, distorted icons, unrealistic layout
Vintage Film Photography Look
Photograph of [subject], shot on expired Kodak Portra 400 film, natural grain, slightly faded colors, warm vintage tones, light leaks on edges, soft vignette, nostalgic 1990s aesthetic, candid moment, natural lighting, analog camera imperfections Negative: digital, sharp, modern, HDR, oversaturated, perfect exposure, clean, studio lighting
Pattern Design for Textile Print
Seamless repeating pattern of [motif description], (seamless pattern:1.3), textile design, [color palette], balanced composition, suitable for fabric printing, surface pattern design, even distribution, professional textile quality, no obvious repeat boundaries Negative: non-repeating, asymmetric, visible seam, photograph, 3d, text, watermark, single object, unbalanced
Low Poly 3D Art Style
[Subject description] in low poly 3D art style, geometric faceted surfaces, limited polygon count, flat shading per face, vibrant color palette, clean edges, modern digital art, white background, trending on Behance, minimalist geometric aesthetic Negative: smooth, realistic, high poly, organic curves, photographic, noisy, blurry, dark background
Weather and Atmosphere Effects
[Scene description] during [weather: heavy rain, snowfall, dense fog, golden sunset, thunderstorm], dramatic atmospheric effects, volumetric lighting through weather, wet surfaces with reflections, realistic weather particles, cinematic mood, environmental storytelling, (masterpiece:1.2) Negative: clear sky, dry, no atmosphere, flat lighting, indoor, cartoon, low quality
Macro Photography Close-Up
Extreme macro photography of [subject: insect, flower, water droplet, crystal, etc.], incredible detail, shallow depth of field, bokeh background, studio macro lighting, visible micro textures, dewdrops, (8K:1.2), sharp focus on subject, professional macro lens quality, National Geographic worthy Negative: wide shot, blurry subject, low detail, cartoon, illustration, drawing, out of focus, noisy
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