AI Prompt Examples
Crafting effective prompts is both an art and a science. The right prompt can unlock the full potential of AI models, leading to more […] The post AI Prompt Examples appeared first on AI Parabellum • Your Go-To AI Tools Directory for Success.
Crafting effective prompts is both an art and a science. The right prompt can unlock the full potential of AI models, leading to more accurate, creative, and useful outputs. This guide explores various prompt categories and provides detailed AI prompt examples to help you master the skill of prompt engineering.
Whether you’re a developer, content creator, or AI enthusiast, these examples will help you understand how to communicate more effectively with AI systems and achieve better results.
150+ Best AI Prompt Examples
The following are the 16 most commonly used categories, each containing 10 examples of AI prompts.
If you find these prompts useful and want to organize them, try our free AI Prompt Manager tool. For creating additional prompts at no cost, check out our free AI Prompt Generator tool.
Creative Writing
Prompts designed to generate creative content like stories, poems, and scripts.
Short Story Generator
Generate a complete short story with a specific theme and elements.
Write a 500-word science fiction story about time travel that includes a paradox, a historical figure, and ends with a twist. Use vivid descriptions and include meaningful dialogue.
Pro tip: Specify word count, genre, and required elements for more controlled outputs.
Character Development
Create detailed character profiles for creative writing.
Create a detailed character profile for a complex anti-hero in a dystopian setting. Include their background, motivations, flaws, physical description, speech patterns, and a sample dialogue that showcases their personality.
Pro tip: The more specific details you provide about the character’s world, the more coherent the result will be.
Poetry Composition
Generate poetry in specific styles or addressing particular themes.
Write a sonnet in Shakespearean style about the relationship between technology and nature. Use appropriate meter and rhyme scheme, and include at least one powerful metaphor.
Pro tip: Specifying the poetic form (sonnet, haiku, free verse) helps the AI understand structural constraints.
Dialogue Writing
Create realistic dialogue between characters in specific scenarios.
Write a dialogue between a parent and a teenager who has just been caught sneaking out at night. Make the conversation emotionally charged but realistic, showing both perspectives and the underlying tensions.
Pro tip: Describe the characters’ emotions and relationship dynamics for more authentic dialogue.
Plot Outline
Generate structured plot outlines for longer works.
Create a detailed three-act plot outline for a mystery novel about a small-town detective investigating a series of disappearances. Include key plot points, red herrings, character arcs, and a satisfying resolution.
Pro tip: Mention specific plot structures (three-act, hero’s journey) if you want the AI to follow them.
Setting Description
Create vivid descriptions of locations and environments.
Describe an abandoned amusement park 50 years after its closure. Focus on sensory details, the atmosphere, signs of decay, and hints of its former glory. Make it both eerie and melancholic.
Pro tip: Ask for specific sensory details (sights, sounds, smells) to make settings more immersive.
Metaphor and Simile Creation
Generate creative comparisons for use in writing.
Create 5 original metaphors and 5 similes that describe the feeling of anxiety. Make them vivid, unexpected, and avoid clichés. Explain why each comparison works effectively.
Pro tip: Requesting explanations helps ensure the comparisons are meaningful rather than just creative.
Flash Fiction
Generate very short but complete stories.
Write a 100-word flash fiction piece about a life-changing encounter between strangers on a train. Make every word count and end with a line that resonates emotionally.
Pro tip: Tight word count constraints challenge the AI to be concise and impactful.
Alternate History Scenario
Explore creative “what if” historical scenarios.
Write a brief alternate history scenario describing how the world would be different today if the Internet had been invented in the 1920s instead of decades later. Consider technological, social, and political implications.
Pro tip: Provide a clear divergence point in history for more focused and plausible scenarios.
Genre Mashup
Combine different genres for unique creative writing.
Write the opening paragraph of a story that combines elements of Western and Horror genres. Set it in a remote frontier town in the 1880s where something supernatural has begun to occur. Use language that evokes both genres.
Pro tip: Specify which elements from each genre you want to see for more controlled fusion.
Code Generation
Prompts for generating code snippets, functions, and programming solutions.
Function Implementation
Generate specific functions with detailed requirements.
Write a JavaScript function that takes an array of objects with ‘name’ and ‘score’ properties and returns a new array with only the objects where the score is above a threshold passed as a second parameter. Include error handling and comments explaining the code.
Pro tip: Specify input/output types, edge cases to handle, and performance considerations.
Algorithm Solution
Generate solutions to algorithmic problems.
Write a Python function to find the longest palindromic substring in a given string. Explain the algorithm’s approach, time complexity, and space complexity. Include comments and handle edge cases.
Pro tip: Ask for explanations of time/space complexity to ensure efficient solutions.
Code Refactoring
Improve existing code for readability, performance, or maintainability.
Refactor this React component to use hooks instead of class components, improve performance by preventing unnecessary re-renders, and follow current best practices:
class UserProfile extends React.Component { … }
Pro tip: Include the original code and specify what aspects need improvement.
API Integration
Generate code for integrating with specific APIs.
Write a Node.js function that fetches weather data from the OpenWeatherMap API for a given city name. Handle errors gracefully, implement caching to avoid redundant API calls, and return the data in a simplified format with only temperature, conditions, and forecast.
Pro tip: Specify exactly which API endpoints and features you need to implement.
Data Structure Implementation
Create custom data structures for specific use cases.
Implement a priority queue in Java that supports the following operations: insert with priority, remove highest priority element, peek at highest priority element, and change the priority of an existing element. Include a complete class with appropriate methods and documentation.
Pro tip: List all required operations and any performance constraints.
Unit Test Generation
Create comprehensive tests for existing code.
Write Jest unit tests for this JavaScript authentication utility function. Include tests for successful authentication, invalid credentials, expired tokens, and network failures. Use mocks where appropriate:
async function authenticateUser(username, password) { … }
Pro tip: Include the code to be tested and specify which scenarios need test coverage.
Database Query
Generate SQL or NoSQL queries for specific data operations.
Write a SQL query to find the top 5 customers who have spent the most money in the last 6 months. The database has tables for customers, orders, and order_items with appropriate foreign keys. Include comments explaining the query logic.
Pro tip: Describe the database schema and the exact data you need to retrieve.
UI Component
Generate frontend components with specific functionality.
Create a React component for a paginated data table that supports sorting by columns, filtering, and row selection. Use TypeScript with proper typing, and styled-components for styling. Make it accessible and responsive.
Pro tip: Specify the framework, styling approach, and all required features.
Command Line Tool
Create scripts for automation or system tasks.
Write a Python script that recursively searches directories for duplicate files based on content (not just filename). The script should take a directory path as input, report all duplicates found, and offer options to delete or move duplicates. Include proper error handling.
Pro tip: Detail the exact functionality, input parameters, and output format.
Design Pattern Implementation
Implement specific software design patterns.
Implement the Observer design pattern in TypeScript to create a weather monitoring system. Include a WeatherStation class (the subject) and multiple display classes (observers) that update when the weather changes. Show example usage of the implementation.
Pro tip: Name the specific design pattern and provide context for its application.
Data Analysis
Prompts for analyzing data, generating insights, and creating visualizations.
Data Cleaning Script
Generate code to clean and preprocess datasets.
Write a Python function using pandas to clean a dataset with the following issues: missing values in numerical columns, inconsistent date formats, duplicate rows, and outliers in the ‘salary’ column. The function should handle each issue appropriately and return the cleaned DataFrame.
Pro tip: Specify the exact data issues and how you want them handled (e.g., impute, remove, transform).
Statistical Analysis
Generate code for statistical tests and analysis.
Write Python code to perform a comprehensive statistical analysis on two groups of test scores to determine if a new teaching method had a significant impact. Include descriptive statistics, visualization, normality testing, and the appropriate statistical test with interpretation of results.
Pro tip: Specify the hypothesis you’re testing and what kind of data you’re working with.
Data Visualization
Create code for specific data visualizations.
Create a Python script using matplotlib or seaborn to visualize the relationship between multiple variables in a housing dataset. Include a correlation heatmap, scatter plots with regression lines, distribution plots for key variables, and a pair plot. Add proper titles, labels, and a cohesive color scheme.
Pro tip: Describe the exact visualizations needed and any styling preferences.
Machine Learning Model
Generate code for implementing ML models for specific tasks.
Write Python code using scikit-learn to build a customer churn prediction model. Include data preprocessing, feature selection, model selection with cross-validation, hyperparameter tuning, and evaluation metrics appropriate for an imbalanced classification problem.
Pro tip: Specify the ML task, evaluation metrics, and any constraints or preferences.
Time Series Analysis
Generate code for analyzing time-based data.
Create a Python script to analyze and forecast monthly sales data for a retail business. Include trend and seasonality decomposition, autocorrelation analysis, and implement both ARIMA and Prophet models. Compare their performance and visualize the forecasts with confidence intervals.
Pro tip: Mention the time frequency of your data and how far you need to forecast.
Data Extraction
Generate code to extract data from various sources.
Write a Python script that extracts financial data from quarterly PDF reports. The PDFs have tables with revenue, expenses, and profit margins. The script should identify these tables, extract the data into a structured format, and save it as a CSV file with appropriate headers.
Pro tip: Provide details about the data source format and the specific information you need.
Dashboard Creation
Generate code for interactive data dashboards.
Create a Python script using Dash or Streamlit to build an interactive dashboard for COVID-19 data analysis. Include time series charts of cases/deaths, geographical visualization, key metrics, comparison tools, and filters for different countries and date ranges.
Pro tip: Specify which dashboard library you prefer and all required components.
A/B Test Analysis
Generate code to analyze experimental results.
Write R or Python code to analyze the results of an A/B test comparing two website designs. The data includes user IDs, group assignment (A or B), conversion (boolean), and time spent on site. Calculate the statistical significance of differences in conversion rate and provide visualizations to communicate the results.
Pro tip: Describe the metrics you’re comparing and the format of your experimental data.
Natural Language Processing
Generate code for text analysis tasks.
Create a Python script that analyzes customer reviews to extract sentiment, common topics, and key phrases. Use appropriate NLP libraries, implement text preprocessing, sentiment analysis, topic modeling, and visualization of the results. The output should help identify product issues and customer satisfaction trends.
Pro tip: Specify the exact NLP tasks and what insights you’re looking to extract.
ETL Pipeline
Generate code for data extraction, transformation, and loading processes.
Write Python code for an ETL pipeline that extracts data from a MongoDB database, transforms it by cleaning missing values and aggregating by customer, and loads it into a PostgreSQL database. Include error handling, logging, and make it schedulable via cron or Airflow.
Pro tip: Detail the source and destination data structures and all required transformations.
Business Writing
Prompts for creating professional business content and communications.
Executive Summary
Generate concise summaries of longer business documents.
Write an executive summary for a 20-page market research report on the electric vehicle industry. The report covers market growth projections (15% CAGR over 5 years), key players (Tesla, VW Group, BYD), regulatory trends, and consumer adoption barriers. Keep the summary under 500 words while capturing all critical insights and recommendations.
Pro tip: Provide the key points that must be included and specify the desired length.
Business Proposal
Create professional proposals for specific business opportunities.
Write a business proposal for a digital marketing agency pitching services to a mid-sized retail chain looking to increase online sales. Include an understanding of their challenges, proposed services (SEO, PPC, social media), expected outcomes, timeline, pricing structure, and why your agency is uniquely qualified. Use persuasive but professional language.
Pro tip: Specify the industry, target client, services offered, and unique selling points.
Professional Email
Generate effective emails for various business scenarios.
Write a professional email to a client who has missed their payment deadline by two weeks. This is a valued long-term client who has never missed a payment before. Strike a balance between firmness about the payment requirement and maintaining the good relationship. Include a clear call to action.
Pro tip: Describe the relationship context and the specific tone needed (formal, friendly, urgent).
Meeting Agenda
Create structured agendas for different types of meetings.
Create a detailed agenda for a quarterly strategic planning meeting for a software company’s leadership team. The meeting will be 3 hours long and needs to cover: Q2 performance review, product roadmap updates, competitive analysis, resource allocation for Q3, and team structure changes. Include time allocations, discussion questions, and required pre-work for participants.
Pro tip: Specify meeting duration, participants, and all topics that need to be covered.
SWOT Analysis
Generate structured analysis of strengths, weaknesses, opportunities, and threats.
Conduct a SWOT analysis for a small bakery considering expansion to a second location in a neighboring town. The bakery has strong local brand recognition, award-winning products, but limited management bandwidth and increasing ingredient costs. The new location has higher foot traffic but also three established competitors.
Pro tip: Provide specific details about the business and its current situation for a more accurate analysis.
Job Description
Create detailed and effective job postings.
Write a job description for a Senior UX Designer position at a fintech startup. The ideal candidate needs 5+ years of experience, expertise in design systems, financial application design experience, and strong research skills. Include responsibilities, requirements, benefits, and company culture information. Make it both appealing to candidates and specific about expectations.
Pro tip: Specify required experience, skills, and any unique aspects of the role or company.
Customer Service Response
Generate professional responses to customer inquiries or complaints.
Write a response to a customer who left a negative review complaining about shipping delays and poor communication for an e-commerce business. The delay was caused by an unexpected supplier issue, but the communication failure was an internal oversight. Apologize appropriately, explain without making excuses, and offer a specific remedy to rebuild trust.
Pro tip: Specify what caused the issue and what remedies you’re willing to offer.
Marketing Copy
Create persuasive content for marketing materials.
Write marketing copy for a landing page promoting a new productivity app for remote teams. The app’s key features include real-time collaboration, automated task prioritization using AI, and integration with major work tools. The target audience is team managers at medium to large companies. Focus on benefits rather than just features and include a compelling call to action.
Pro tip: Describe the product features, target audience, and desired tone (professional, conversational, etc.).
Business Plan Section
Generate specific sections of a business plan.
Write the market analysis section of a business plan for a new meal prep delivery service targeting health-conscious professionals in urban areas. Include market size, growth trends, customer demographics, competitor analysis, regulatory considerations, and how this business will differentiate itself. Use data-driven language and maintain a professional tone.
Pro tip: Specify which section you need and provide relevant details about the business concept.
Press Release
Create professional announcements for media distribution.
Write a press release announcing a tech company’s new AI-powered customer service platform that reduces resolution times by 40%. The company has secured $5M in funding and has partnerships with two Fortune 500 companies already using the platform. Include a compelling headline, dateline, company information, quotes from the CEO, and contact information.
Pro tip: Include all key facts, figures, and quotes that should appear in the release.
Educational
Prompts for creating learning materials, explanations, and educational content.
Concept Explanation
Generate clear explanations of complex topics for different audiences.
Explain quantum computing to three different audiences: 1) a 10-year-old child, 2) a high school student with basic physics knowledge, and 3) a computer science undergraduate. For each explanation, use appropriate analogies, vocabulary, and depth while maintaining accuracy.
Pro tip: Specify the target audience’s background knowledge and the desired level of detail.
Lesson Plan
Create structured plans for teaching specific topics.
Create a detailed 60-minute lesson plan for teaching photosynthesis to 7th-grade students. Include learning objectives, a warm-up activity, main instruction with visual aids, a hands-on experiment, assessment method, and homework assignment. Align with Next Generation Science Standards and include accommodations for different learning styles.
Pro tip: Specify grade level, duration, and any specific educational standards to follow.
Practice Problems
Generate exercises with solutions for various subjects.
Create 5 calculus problems on integration by parts with varying difficulty levels. For each problem, provide a clear solution showing all steps, common mistakes students might make, and a tip for approaching similar problems. Make the problems relevant to real-world applications where possible.
Pro tip: Specify the exact topic, number of problems, and whether you want step-by-step solutions.
Study Guide
Create comprehensive review materials for exams or topics.
Create a study guide for an introductory macroeconomics course final exam. Cover key concepts including GDP calculation, fiscal policy, monetary policy, inflation, unemployment, and economic growth. Include definitions, formulas, graphs, example problems, and memory aids. Organize it in a way that shows connections between concepts.
Pro tip: List all topics that should be included and specify the format (bullet points, Q&A, etc.).
Historical Context
Provide background information on historical events or periods.
Provide historical context for the American Civil Rights Movement of the 1950s-60s. Include the social and political conditions that preceded it, key events and figures, opposition faced, legislative changes achieved, and its lasting impact on American society. Include a timeline of pivotal moments and their significance.
Pro tip: Specify the time period, geographical focus, and aspects you want emphasized.
Comparative Analysis
Generate comparisons between related concepts, theories, or works.
Create a comparative analysis of three major learning theories: Behaviorism, Cognitivism, and Constructivism. For each theory, explain the core principles, key theorists, view of how learning occurs, classroom applications, strengths, and limitations. Conclude with how these theories might be combined in modern educational practice.
Pro tip: List the specific items to compare and the aspects to address for each.
Experiment Design
Create scientific experiments for educational purposes.
Design a middle school science experiment that demonstrates the greenhouse effect using common household materials. Include a hypothesis, materials list, step-by-step procedure, safety precautions, expected results, explanation of the underlying science, and extension questions for further inquiry.
Pro tip: Specify the age group, available resources, and the scientific concept to demonstrate.
Language Learning Dialogue
Create conversations for language practice with translations and notes.
Create a dialogue in Spanish between two friends planning a weekend trip. The conversation should use common travel vocabulary, different verb tenses, and natural expressions. Provide the dialogue, English translation, vocabulary notes for key terms, and grammar explanations for complex structures. Target intermediate Spanish learners.
Pro tip: Specify the language, proficiency level, and any specific vocabulary or grammar to include.
Case Study
Generate detailed scenarios for analysis and discussion.
Create a business ethics case study about a technology company facing a dilemma regarding user privacy and data monetization. Include background information, the specific ethical dilemma, stakeholder perspectives, relevant ethical frameworks, discussion questions, and potential courses of action with their implications.
Pro tip: Describe the type of scenario, key issues to explore, and the learning objectives.
Educational Game Design
Create concepts for games that teach specific skills or knowledge.
Design an educational card game that teaches basic chemistry concepts to high school students. Include the game objective, components needed, detailed rules, how the game mechanics reinforce chemistry concepts (elements, compounds, reactions), scoring system, and 10 example cards. The game should be engaging while ensuring scientific accuracy.
Pro tip: Specify the subject, age group, and whether you want physical or digital game concepts.
Image Prompts
Prompts designed for text-to-image AI models to generate specific visual outputs.
Detailed Scene Description
Create rich, detailed prompts for generating complex scenes.
A cozy bookstore cafe at dusk, warm golden lighting spilling from windows onto a rain-slicked cobblestone street. Inside, vintage bookshelves reach the ceiling, a spiral staircase connects two floors, and customers read in worn leather armchairs. Steam rises from coffee cups, and a cat sleeps on a windowsill. Photorealistic style, shallow depth of field, soft lighting.
Pro tip: Include setting, time of day, lighting conditions, specific objects, and desired artistic style.
Character Design
Generate detailed character concepts with specific attributes.
A female elven ranger, mid-30s, with sharp features, piercing green eyes, and intricate silver tattoos flowing across her face. She has braided auburn hair with small leaves woven in, and wears layered leather armor in forest tones with a weathered cloak. She carries an ornate longbow and has a knowing, determined expression. Fantasy illustration style, dramatic lighting, detailed textures.
Pro tip: Describe physical attributes, clothing, expressions, poses, and the artistic style.
Product Visualization
Create prompts for realistic product renderings.
A minimalist smart home speaker with a cylindrical design in matte white ceramic. The device has a subtle light ring at the top that glows soft blue, and fabric texture covering the lower half. Place it on a modern wooden side table in a bright, Scandinavian-style living room. Product photography style with soft, natural lighting, shallow depth of field, and clean background.
Pro tip: Include product details, materials, setting, lighting, and photographic style.
Concept Art
Generate prompts for imaginative concept art of environments or objects.
Concept art of a futuristic floating city built on massive interconnected platforms above a polluted Earth. The architecture blends Art Deco elements with advanced technology, featuring gleaming spires, hanging gardens, and anti-gravity transport systems. Flying vehicles move between levels, and massive energy collectors harvest sunlight. Wide establishing shot, detailed, cinematic lighting, sci-fi illustration style.
Pro tip: Describe the concept in detail, including architectural style, technology, scale, and atmosphere.
Style Transfer
Create prompts that apply specific artistic styles to subjects.
A serene Japanese garden with a red maple tree, stone lanterns, and a small bridge over a koi pond, rendered in the style of Studio Ghibli animation. Use soft watercolor textures, gentle pastel colors, and the characteristic whimsical lighting and atmosphere that defines Ghibli films. Include small details like ripples in the water and leaves floating in the breeze.
Pro tip: Name the specific artistic style and describe its key characteristics (colors, textures, lighting).
Mood and Atmosphere
Create prompts focused on evoking specific emotions through imagery.
A solitary lighthouse on a rocky cliff during a violent storm at night. Massive waves crash against the rocks, and dark storm clouds swirl overhead illuminated by occasional lightning. The lighthouse beam cuts through the darkness and heavy rain. Create a sense of isolation, danger, and resilience. Dramatic, high-contrast lighting, photorealistic style with detailed textures of wet surfaces.
Pro tip: Name the emotion explicitly and include environmental elements that evoke that feeling.
Abstract Concept Visualization
Generate prompts that visualize abstract ideas or emotions.
A surreal visualization of the concept of ‘time passing’ showing a landscape split between seasons, with objects in various states of growth, decay, and transformation. Include clock elements melting or fragmenting, hourglasses, and human figures at different life stages. Use rich symbolism and dreamlike quality with a color palette transitioning from warm to cool tones. Inspired by Salvador Dali and Rob Gonsalves.
Pro tip: Name the abstract concept and suggest symbolic elements, color schemes, and artistic influences.
Composite Imagery
Create prompts that combine multiple elements in unexpected ways.
A half-underwater photography showing both above and below the water line of a tropical coral reef. Above: a small wooden boat, clear blue sky, and distant island. Below: vibrant coral formations, schools of colorful fish, and a sea turtle. The composition should be split horizontally across the middle with perfect clarity both above and below the waterline. Photorealistic style with natural lighting.
Pro tip: Clearly describe how elements should be combined and the composition you want.
Technical Illustration
Generate prompts for detailed technical or scientific visualizations.
A detailed cross-section technical illustration of a modern electric vehicle showing the battery system, electric motors, power electronics, cooling system, and passenger compartment. Label key components with thin lines pointing to each part. Use a clean, precise technical illustration style with a limited color palette on a white background, similar to technical documentation or engineering textbooks.
Pro tip: Specify the technical subject, viewpoint (cutaway, exploded view, etc.), labeling, and illustration style.
Sequential Imagery
Create prompts for images that tell a sequential story.
A four-panel sequential image showing the transformation of an urban lot across seasons: 1) Winter: an abandoned, snow-covered vacant lot with litter and chain-link fence. 2) Spring: people clearing debris and preparing soil for a community garden. 3) Summer: a thriving garden with vegetables, flowers, and people of diverse ages working together. 4) Fall: a community harvest festival with tables of food made from the garden produce. Consistent perspective across all panels, illustrative style with warm lighting.
Pro tip: Clearly number and describe each panel while maintaining consistent elements across the sequence.
Philosophy & Ethics
Prompts that explore philosophical concepts, ethical dilemmas, and thought experiments.
Ethical Dilemma Analysis
Explore complex ethical scenarios from multiple perspectives.
Analyze the trolley problem from utilitarian, deontological, and virtue ethics perspectives. Present the strongest arguments from each framework, address potential objections, and explain how different philosophical traditions might resolve the dilemma differently.
Pro tip: Specify which ethical frameworks you want considered for a more structured analysis.
Modern Philosophy Thought Experiment
Create new thought experiments to explore contemporary issues.
Design a thought experiment similar to the ‘Brain in a Vat’ that explores the ethical and philosophical implications of consciousness uploading. Include key questions, potential paradoxes, and what this reveals about personal identity.
Pro tip: Reference classic thought experiments as models if you want a similar structure.
Philosophical Dialogue
Generate a conversation between philosophers or philosophical viewpoints.
Write a dialogue between Nietzsche and Buddha discussing the nature of suffering, the meaning of life, and the concept of self. Make their positions authentic to their philosophical works while creating engaging interaction.
Pro tip: Name specific thinkers and topics to ensure the dialogue reflects their actual philosophical positions.
Applied Ethics Case Study
Analyze real-world ethical problems in specific domains.
Create a comprehensive ethical analysis of the use of predictive algorithms in criminal justice. Consider questions of fairness, accountability, transparency, potential biases, and competing values like public safety and individual rights.
Pro tip: Focusing on a specific industry or technology will yield more detailed ethical considerations.
Philosophical Concept Exploration
Deep dive into philosophical concepts and their implications.
Explore the concept of ‘authenticity’ across existentialist philosophy. Compare how Sartre, Heidegger, and Camus understood the term, its relationship to freedom and responsibility, and its relevance to contemporary life.
Pro tip: Ask for concrete examples that illustrate abstract concepts for better understanding.
Cross-Cultural Philosophy Comparison
Compare philosophical traditions from different cultures.
Compare Eastern and Western philosophical approaches to the concept of the self. Contrast Confucian, Buddhist, and Hindu conceptions with those of Descartes, Locke, and Hume. Identify key differences, similarities, and potential areas of integration.
Pro tip: Specify time periods for more historically accurate philosophical comparisons.
Philosophical Argument Reconstruction
Break down and analyze philosophical arguments.
Reconstruct Plato’s argument for the immortality of the soul from the Phaedo. Present it in premise-conclusion form, identify key assumptions, evaluate its logical validity, and assess its soundness from a contemporary perspective.
Pro tip: Request specific argument forms (syllogisms, inferences) for more structured responses.
Virtue Ethics Application
Apply virtue ethics to modern scenarios and character development.
Analyze what Aristotelian virtues would look like in the context of social media use. Identify potential vices of excess and deficiency, describe what virtuous moderation would involve, and how one might cultivate these virtues.
Pro tip: Name specific virtues you’re interested in exploring for more focused analysis.
Political Philosophy Design
Design political systems based on philosophical principles.
Design a political system that balances John Rawls’ principles of justice with libertarian concerns about individual freedom. Address governance structures, rights protections, economic arrangements, and how conflicts between values would be resolved.
Pro tip: Specify which aspects of governance (economy, rights, participation) you want emphasized.
Metaphysical Problem Analysis
Explore fundamental questions about reality and existence.
Examine the problem of free will versus determinism in light of modern neuroscience. Present compatibilist and incompatibilist positions, address how scientific findings challenge or support different views, and explore the implications for moral responsibility.
Pro tip: Connecting metaphysical questions to concrete implications helps make abstract concepts accessible.
Science & Technology
Prompts that explore scientific concepts, emerging technologies, and their implications.
Technology Impact Assessment
Evaluate the potential impacts of emerging technologies.
Assess the potential societal impacts of widespread brain-computer interfaces over the next 20 years. Consider implications for privacy, inequality, education, employment, mental health, and human relationships. Include both opportunities and risks.
Pro tip: Specifying a timeframe helps focus the analysis on near-term vs. long-term impacts.
Scientific Concept Explanation
Explain complex scientific concepts in accessible terms.
Explain quantum entanglement to a curious high school student. Use analogies, avoid unnecessary jargon, address common misconceptions, and explain why this phenomenon is significant to both physics and potentially future technologies.
Pro tip: Specifying your audience helps tailor the explanation to the appropriate level.
Interdisciplinary Research Proposal
Generate ideas connecting different scientific fields.
Develop a research proposal that combines neuroscience and artificial intelligence to address the problem of algorithmic bias. Include research questions, methodology, potential applications, and ethical considerations.
Pro tip: Name specific subfields within each discipline for more targeted connections.
Future Technology Scenario
Envision plausible future technological developments.
Describe a detailed scenario of how urban transportation might function in 2050, assuming significant advances in autonomous vehicles, renewable energy, and smart city infrastructure. Include technical details, economic models, and social adaptations.
Pro tip: Establishing constraints (like energy limitations or economic factors) creates more plausible scenarios.
Scientific Controversy Analysis
Explore multiple sides of scientific debates.
Analyze the scientific controversy surrounding geoengineering as a climate change solution. Present the strongest evidence and arguments from different perspectives, explain areas of consensus, remaining uncertainties, and the values informing different positions.
Pro tip: Request a focus on methodological differences to understand why scientists reach different conclusions.
Technology Ethics Framework
Develop ethical guidelines for emerging technologies.
Create an ethical framework for the development and deployment of emotion recognition AI. Include principles for consent, privacy, accuracy, potential misuse, vulnerable populations, and accountability measures for developers and users.
Pro tip: Referencing established ethical frameworks (like bioethics principles) provides useful structure.
Scientific Method Application
Apply scientific thinking to everyday questions.
Design a rigorous experiment to test whether plants grow better when talked to. Include hypothesis, variables, controls, measurement methods, potential confounding factors, and how you would analyze the results.
Pro tip: Focus on one specific question rather than broad topics for more detailed methodology.
Technology Accessible Design
Explore ways to make technology more inclusive.
Propose design principles and specific features that would make virtual reality technology accessible to users with visual impairments. Consider hardware, software, interaction methods, and how to provide equivalent experiences.
Pro tip: Focusing on specific disabilities leads to more concrete and useful design solutions.
Scientific History Analysis
Examine the history and development of scientific ideas.
Trace the historical development of our understanding of evolution from Darwin to modern genomics. Highlight key discoveries, paradigm shifts, controversies, and how multiple disciplines contributed to our current knowledge.
Pro tip: Requesting focus on social and political contexts provides richer historical analysis.
Speculative Biology
Imagine plausible alien or future organisms based on scientific principles.
Design a plausible ecosystem for a tidally-locked exoplanet (one side always facing its star) with Earth-like gravity and atmospheric composition. Describe 3-5 organisms, their adaptations, ecological niches, and relationships.
Pro tip: Establishing specific environmental constraints leads to more scientifically grounded creations.
Health & Wellness
Prompts focused on physical and mental health, fitness, nutrition, and overall wellbeing.
Habit Formation Strategy
Develop personalized approaches to building healthy habits.
Create a comprehensive 30-day plan to establish a daily meditation habit for a busy professional with anxiety. Include progression schedule, addressing common obstacles, tracking methods, environmental modifications, and motivation strategies based on behavioral science.
Pro tip: Specifying personality traits and lifestyle factors enables more tailored strategies.
Nutrition Education Guide
Create educational material about nutritional concepts.
Develop an accessible guide explaining macronutrients and micronutrients for someone new to nutrition science. Define key terms, explain functions in the body, recommended intake levels, common food sources, and signs of deficiency or excess.
Pro tip: Requesting visuals like charts or comparison tables can make complex nutrition information clearer.
Mental Health Resource Toolkit
Compile strategies and resources for managing mental health conditions.
Create a comprehensive toolkit for managing social anxiety, including cognitive-behavioral techniques, gradual exposure exercises, self-care practices, communication scripts, professional treatment options, and recommended books and apps.
Pro tip: Specifying severity level helps tailor strategies to appropriate intervention levels.
Exercise Program Design
Develop structured fitness plans for specific goals.
Design a 12-week strength training program for a 45-year-old beginner with lower back issues. Include progressive workouts, proper form guidance, modification options, recovery protocols, and how to track progress safely.
Pro tip: Detailed information about physical conditions and limitations results in safer program design.
Sleep Optimization Plan
Create strategies for improving sleep quality and habits.
Develop a comprehensive sleep improvement protocol for a night shift worker. Include timing strategies, environmental modifications, nutrition considerations, light exposure management, and relaxation techniques specifically adapted for irregular schedules.
Pro tip: Including both immediate interventions and long-term habit changes provides more actionable advice.
Wellness Challenge Creator
Design structured challenges to improve health behaviors.
Create a 21-day workplace wellness challenge focused on reducing sedentary behavior. Include daily micro-challenges, team and individual components, tracking mechanisms, realistic progression, and ways to sustain changes after the challenge ends.
Pro tip: Specifying the environment (workplace, home, school) helps tailor the challenge to realistic constraints.
Health Condition Management Guide
Compile lifestyle strategies for managing chronic conditions.
Develop a comprehensive lifestyle management guide for someone newly diagnosed with type 2 diabetes. Include nutrition principles, physical activity recommendations, stress management, sleep importance, medication adherence strategies, and monitoring practices.
Pro tip: Request focus on the psychological aspects of condition management for more holistic guidance.
Mind-Body Practice Script
Create guided scripts for relaxation and mind-body practices.
Write a 15-minute progressive muscle relaxation script specifically designed for tension headache relief. Include precise timing, breathing instructions, body scanning elements, and guidance for releasing specific head, neck, and shoulder muscle groups.
Pro tip: Specifying the intended outcome (stress relief, focus, sleep) helps tailor the practice appropriately.
Health Information Simplifier
Translate complex health information into accessible explanations.
Explain the autoimmune disease lupus to a newly diagnosed teenager and their family. Cover causes, common symptoms, treatment approaches, lifestyle factors, and what to expect in language that’s accurate but accessible without unnecessary medical jargon.
Pro tip: Requesting analogies or metaphors can make complex bodily processes more understandable.
Preventative Health Protocol
Develop comprehensive prevention strategies for health conditions.
Create a holistic heart disease prevention protocol for someone with a strong family history but no current symptoms. Include screening recommendations, dietary approaches, fitness components, stress management, sleep hygiene, and when to consult healthcare providers.
Pro tip: Specifying age and current health status helps customize prevention strategies appropriately.
Personal Development
Prompts focused on self-improvement, productivity, goal setting, and personal growth.
Life Vision Exercise
Create structured exercises for clarifying personal direction and purpose.
Design a comprehensive ‘future self’ visualization exercise with specific guided questions to help someone clarify their ideal life 10 years from now across career, relationships, personal growth, health, and contribution. Include reflection prompts and steps to translate insights into present-day decisions.
Pro tip: Including both aspirational and practical elements creates more actionable life visions.
Productivity System Design
Develop personalized productivity frameworks and workflows.
Create a customized productivity system for a creative professional who struggles with ADHD. Include task management methods, environment optimization, energy management techniques, accountability structures, and technology recommendations that accommodate attention challenges.
Pro tip: Specifying work type and cognitive style leads to more suitable productivity recommendations.
Personal Decision Framework
Develop structured approaches to making important life decisions.
Design a comprehensive decision-making framework for evaluating a major career change. Include methods for clarifying values, researching options, weighing tradeoffs, addressing risks, testing assumptions, managing emotions, and establishing review triggers after the decision.
Pro tip: Requesting a focus on managing decision biases leads to more objective frameworks.
Habit Stacking Blueprint
Create strategies for combining and establishing multiple related habits.
Develop a morning routine habit stack for a parent of young children that incorporates mindfulness, light exercise, planning, and self-care in under 30 minutes. Include implementation intention scripts, environment design tips, minimal effective doses, and contingency plans.
Pro tip: Specifying time constraints helps create realistic and sustainable habit combinations.
Personal Feedback System
Design methods for gathering and using feedback for personal growth.
Create a comprehensive personal feedback system for a mid-level manager to gather insights about their leadership style. Include self-assessment tools, structured questions for different stakeholders, anonymous collection methods, analysis frameworks, and action planning templates.
Pro tip: Focusing on specific skills or traits you want feedback on produces more actionable insights.
Values Clarification Exercise
Develop exercises to identify and prioritize personal values.
Design a multistage values clarification process that helps distinguish between inherited, aspirational, and actual core values. Include narrative exercises, prioritization methods, values-in-action assessments, conflict resolution frameworks, and alignment evaluation tools.
Pro tip: Requesting examples of how values manifest in daily decisions makes abstract values more concrete.
Resilience Building Protocol
Create structured approaches to developing personal resilience.
Develop a comprehensive resilience-building program for someone recovering from burnout. Include cognitive reframing techniques, boundary-setting frameworks, stress response regulation methods, social support activation strategies, and identity reconstruction exercises.
Pro tip: Specifying the type of adversity helps tailor resilience strategies to relevant challenges.
Personal Knowledge Management System
Design systems for capturing, organizing and using personal knowledge.
Create a comprehensive personal knowledge management system for a graduate student researching across multiple disciplines. Include information capture workflows, organization taxonomies, connection-making protocols, retrieval methods, and application frameworks.
Pro tip: Specifying your content types (articles, books, ideas) helps customize the system appropriately.
Conflict Resolution Script
Develop communication templates for navigating difficult conversations.
Create a comprehensive conflict navigation script template for addressing recurring conflicts with a defensive colleague. Include opening statements, perspective-taking prompts, needs articulation frameworks, solution generation models, and follow-up protocols.
Pro tip: Describing relationship dynamics and history helps tailor communication approaches effectively.
Identity Shift Framework
Design approaches for intentionally evolving personal identity.
Develop a framework for transitioning identity from ’employee’ to ‘entrepreneur’ during a career change. Include narrative revision exercises, belief examination tools, new behavior adoption strategies, social reinforcement methods, and environmental restructuring techniques.
Pro tip: Specifying both current and desired identities creates more targeted transition strategies.
Social & Cultural Analysis
Prompts that examine social phenomena, cultural trends, and human interactions.
Cultural Comparison Framework
Analyze differences and similarities between cultural practices and values.
Create a nuanced comparison of attitudes toward aging and elderly care in Japanese, American, and Brazilian cultures. Examine historical influences, value systems, family structures, economic factors, and how these manifest in contemporary practices and institutions.
Pro tip: Requesting analysis of specific practices rather than entire cultures yields more insightful comparisons.
Social Trend Analysis
Examine emerging social trends and their potential implications.
Analyze the growing ‘digital nomad’ lifestyle trend. Explore its economic drivers, technological enablers, demographic patterns, environmental impacts, effects on local communities, potential future developments, and what it reveals about changing values toward work and place.
Pro tip: Requesting both macro (societal) and micro (individual) perspectives provides more comprehensive analysis.
Subculture Deep Dive
Examine specific subcultures and their practices, values, and dynamics.
Provide a comprehensive analysis of the mechanical keyboard enthusiast subculture. Examine its history, key practices, specialized language, status markers, community structures, economic ecosystem, and relationship to broader technology culture.
Pro tip: Focusing on specific elements like language, rituals, or values yields deeper subcultural insights.
Social Institution Comparative Analysis
Compare how social institutions function across different contexts.
Compare higher education systems in Germany, South Korea, and the United States. Analyze funding models, access patterns, curriculum approaches, cultural purposes, student experiences, and relationships to employment markets and social mobility.
Pro tip: Specifying evaluation criteria helps focus institutional comparisons on relevant dimensions.
Intergenerational Dialogue Construction
Create frameworks for understanding across generational divides.
Design a structured dialogue process for Baby Boomers and Gen Z to explore different perspectives on work ethics and career expectations. Include key discussion questions, perspective-taking exercises, shared value identification methods, and collaborative problem-solving frameworks.
Pro tip: Focusing on specific issues rather than general generational differences leads to more productive dialogue.
Ritual Analysis Framework
Examine the functions and meanings of social and cultural rituals.
Analyze modern graduation ceremonies as social rituals. Examine their symbolic elements, historical evolution, social functions, economic aspects, emotional impacts, power dynamics, and how they compare to other transition rituals across cultures.
Pro tip: Requesting comparisons between traditional and emerging forms of the same ritual reveals cultural shifts.
Cross-Cultural Communication Guide
Develop strategies for effective communication across cultural differences.
Create a practical guide for American business professionals working with Japanese counterparts. Include communication style differences, nonverbal interpretation frameworks, hierarchy navigation strategies, conflict resolution approaches, and relationship-building best practices.
Pro tip: Focusing on specific contexts (business, education, healthcare) yields more practical communication guidance.
Social Movement Comparative Analysis
Analyze the development, strategies, and impacts of social movements.
Compare the environmental movements in India, Germany, and Kenya. Analyze their historical development, key organizations, tactical approaches, messaging strategies, policy impacts, and relationships with other social justice concerns.
Pro tip: Requesting analysis of specific campaigns rather than entire movements provides more detailed insights.
Media Representation Analysis
Examine how groups or concepts are portrayed in media and entertainment.
Analyze the evolution of disability representation in mainstream television from the 1990s to the present. Examine changing narrative patterns, character development approaches, actor inclusion, production practices, audience reception, and impacts on public perception.
Pro tip: Narrowing to specific media formats or time periods allows for more detailed representation analysis.
Social Identity Construction Framework
Explore how identities are formed, maintained, and transformed.
Analyze how professional identities are constructed and maintained among emergency medical workers. Examine training socialization, language practices, symbolic markers, boundary maintenance, coping mechanisms, and how these relate to self-concept and group cohesion.
Pro tip: Focusing on specific identity aspects rather than whole identities produces more nuanced analysis.
Food & Cooking
Prompts related to culinary techniques, recipe development, food culture, and dietary approaches.
Recipe Adaptation Framework
Transform recipes to accommodate different dietary needs or preferences.
Adapt a traditional beef bourguignon recipe for a plant-based diet while preserving the depth of flavor and texture. Explain ingredient substitutions with ratios, technique modifications, nutrition considerations, and why each change works from a food science perspective.
Pro tip: Specifying which aspects of the original dish are most important helps preserve the essence while adapting.
Culinary Technique Mastery Guide
Detailed instructions for mastering specific cooking methods.
Create a comprehensive guide to pan-searing proteins to restaurant quality. Include equipment selection, temperature management, timing techniques, testing methods, troubleshooting common issues, and variations for different proteins from fish to tofu.
Pro tip: Asking for common mistakes and how to correct them makes technique guides more practical.
Flavor Pairing Analysis
Explore complementary flavor combinations and their principles.
Analyze why chocolate pairs well with certain ingredients. Explore its compatibility with chili, orange, mint, and sea salt from both chemical and cultural perspectives. Explain the underlying flavor compounds, contrasting elements, and cultural origins of these pairings.
Pro tip: Focusing on a specific ingredient as the base yields more in-depth pairing analyses.
Culinary Cultural History
Explore the historical and cultural development of dishes or ingredients.
Trace the historical journey of noodles from their origins through their spread and adaptation across Asian, Middle Eastern, and European cuisines. Analyze technological developments, cultural exchanges, regional adaptations, and how economic factors shaped their evolution.
Pro tip: Narrowing geographic focus or time period allows for more detailed culinary history.
Food Science Explanation
Explain the scientific principles behind cooking phenomena.
Explain the science behind bread baking, including gluten development, fermentation processes, Maillard reactions, starch gelatinization, and moisture management. Include how these processes affect texture, flavor, and shelf life, with troubleshooting for common issues.
Pro tip: Requesting practical applications of the science leads to more useful explanations.
Seasonal Menu Planning
Develop cohesive menus based on seasonal ingredients and themes.
Create a complete early autumn dinner party menu for 8 people featuring local, seasonal ingredients from the northeastern United States. Include cocktails, appetizers, main course, sides, and dessert with a cohesive flavor story and make-ahead preparation timeline.
Pro tip: Specifying dietary restrictions and equipment limitations helps create realistic menus.
Cooking Method Comparison
Analyze different cooking techniques for specific ingredients.
Compare five methods for cooking eggplant (grilling, roasting, frying, steaming, and braising), analyzing how each affects flavor, texture, appearance, nutrition, and best culinary applications. Include optimal execution tips for each method.
Pro tip: Requesting specific evaluation criteria helps create more structured cooking method comparisons.
Ingredient Substitution Guide
Comprehensive frameworks for replacing ingredients in recipes.
Create a detailed sugar substitution guide for baking that covers honey, maple syrup, coconut sugar, stevia, monk fruit, and artificial sweeteners. Include conversion ratios, texture impacts, flavor profiles, recipe adjustments needed, and best applications for each.
Pro tip: Focusing on a specific category of ingredients creates more thorough substitution guides.
Food Preservation Tutorial
Instructions for various food preservation methods.
Develop a comprehensive guide to fermenting vegetables at home. Include equipment recommendations, food safety protocols, basic process steps, troubleshooting common issues, storage guidelines, and specific recipes for kimchi, sauerkraut, and pickled carrots.
Pro tip: Requesting information about shelf life and storage methods creates more practical preservation guides.
Global Cooking Technique Adaptation
Adapt cooking techniques from various cultures to different contexts.
Explain how to adapt traditional Chinese wok cooking techniques for Western home kitchens with electric stoves. Address equipment alternatives, heat management strategies, ingredient substitutions, timing adjustments, and how to achieve authentic flavors despite limitations.
Pro tip: Being specific about available equipment and ingredients leads to more practical adaptations.
Marketing & Branding
Prompts focused on marketing strategies, brand development, customer engagement, and promotion.
Brand Voice Development
Create distinctive and consistent communication styles for brands.
Develop a comprehensive brand voice guide for a sustainable outdoor apparel company targeting environmentally conscious millennials. Include personality attributes, tone spectrum for different situations, vocabulary preferences, sample messaging across platforms, and do’s and don’ts with examples.
Pro tip: Providing competitor examples helps create more distinctive brand voice guidelines.
Customer Persona Creation
Develop detailed profiles of target customer segments.
Create a detailed customer persona for a premium home fitness app targeting busy professionals in their 30-40s. Include demographic details, psychographic profiles, goals and pain points, media consumption habits, purchasing behaviors, and day-in-the-life narrative.
Pro tip: Requesting both emotional and functional needs creates more three-dimensional customer personas.
Marketing Campaign Concept
Develop conceptual frameworks for multi-channel marketing initiatives.
Develop a comprehensive marketing campaign concept for launching a new plant-based protein product to health-conscious consumers who aren’t vegetarian. Include campaign theme, key messaging, visual direction, channel strategy, content pillars, and success metrics.
Pro tip: Specifying campaign objectives (awareness, conversion, loyalty) helps focus the strategic approach.
Content Strategy Framework
Create structured approaches to content development and distribution.
Design a 3-month content strategy for a B2B software company targeting financial institutions. Include content pillars, format mix, channel distribution, repurposing framework, engagement tactics, lead nurturing integration, and measurement approach.
Pro tip: Specifying the buyer journey stages you want to target creates more focused content strategies.
Brand Storytelling Framework
Develop narrative structures for authentic brand stories.
Create a brand storytelling framework for a family-owned restaurant celebrating its 25th anniversary. Include origin story structure, key narrative themes, character archetypes, conflict and resolution elements, and how to adapt the core story across different channels.
Pro tip: Providing information about brand history and values leads to more authentic storytelling frameworks.
Value Proposition Development
Craft compelling statements of customer value and differentiation.
Develop three potential value proposition statements for a premium virtual assistant service targeting small law firms. Include the core benefit focus, differentiation elements, proof points for each, and evaluation criteria to determine the strongest option.
Pro tip: Requesting competitive analysis integration creates more distinctive value propositions.
Social Media Content Calendar
Create structured plans for social media content.
Design a monthly social media content calendar for a local fitness studio across Instagram and Facebook. Include content categories, posting frequency, engagement tactics, user-generated content integration, promotional balance, and seasonal themes for January.
Pro tip: Specifying business objectives for social channels helps align content with strategic goals.
Rebranding Strategy Framework
Develop approaches for refreshing or transforming brand identities.
Create a comprehensive rebranding strategy framework for a 15-year-old financial services company looking to appear more innovative and accessible to younger clients. Include assessment methods, stakeholder management, elements to preserve, implementation phasing, and launch approach.
Pro tip: Clarifying what should change versus what should remain consistent creates more strategic rebranding plans.
Customer Journey Mapping
Visualize and optimize the customer experience across touchpoints.
Develop a detailed customer journey map for someone purchasing a major kitchen appliance online. Include research, consideration, purchase, delivery, first use, and support phases with emotions, touchpoints, pain points, opportunities, and optimization recommendations for each stage.
Pro tip: Focusing on specific customer segments creates more accurate and actionable journey maps.
Brand Extension Evaluation Framework
Assess potential new product or service lines for brand fit.
Create an evaluation framework for a premium coffee shop chain considering launching packaged coffee products in grocery stores. Include brand alignment criteria, market opportunity assessment, cannibalization risk, operational feasibility, and financial potential dimensions.
Pro tip: Including both quantitative and qualitative evaluation criteria provides more balanced assessment.
Travel & Adventure
Prompts related to travel planning, cultural exploration, outdoor adventures, and unique experiences.
Immersive Travel Itinerary
Create detailed travel plans focused on cultural immersion.
Design a 10-day immersive cultural itinerary for Oaxaca, Mexico that goes beyond tourist highlights. Include authentic food experiences, artisan workshops, local festivals or events, meaningful cultural exchanges, lesser-known natural sites, and suggested Spanish phrases for each interaction.
Pro tip: Specifying interests (art, history, food) helps create more personalized immersive itineraries.
Adventure Activity Guide
Comprehensive guides for outdoor and adventure activities.
Create a comprehensive guide for a first-time backpacker planning a 3-day trip in mountain terrain. Include gear selection principles, packing strategy, navigation basics, camp setup, food planning, water management, safety protocols, and leave-no-trace practices.
Pro tip: Specifying fitness level and experience creates more appropriate adventure recommendations.
Cultural Etiquette Briefing
Prepare travelers for cultural norms and expectations.
Develop a cultural etiquette briefing for business travelers to Japan. Include greeting protocols, gift-giving customs, dining etiquette, meeting behaviors, communication styles, relationship-building expectations, and key faux pas to avoid with recovery strategies.
Pro tip: Focusing on specific contexts (business, homestay, religious sites) creates more relevant guidance.
Budget Travel Optimization
Strategies for maximizing experiences while minimizing costs.
Create a comprehensive budget travel guide for exploring Southeast Asia for one month on $2000 (excluding flights). Include accommodation strategies, transportation optimization, food approaches, experience prioritization, money management, and country-specific cost considerations.
Pro tip: Specifying travel style preferences helps balance comfort and cost in budget recommendations.
Local Experience Curation
Discover authentic local experiences beyond typical tourist activities.
Curate a collection of 10 authentic local experiences in Barcelona that most tourists miss. For each, include what makes it culturally significant, best timing, local etiquette tips, how to access it independently, and phrases in Catalan/Spanish that would enhance the experience.
Pro tip: Requesting experiences in specific neighborhoods leads to more discoverable local recommendations.
Themed Journey Planning
Create travel itineraries around specific themes or interests.
Design a 14-day literary-themed journey through the United Kingdom for book lovers. Include sites associated with famous authors, unique bookstores, literary museums, writing workshops, locations that inspired classic works, and recommended reading to enhance each experience.
Pro tip: Narrowing the theme specificity (gothic literature vs. all literature) creates more focused journeys.
Responsible Tourism Framework
Develop approaches for minimizing negative impacts while traveling.
Create a comprehensive responsible tourism guide for visiting indigenous communities in Central America. Include research preparation, appropriate compensation practices, photography ethics, cultural preservation considerations, environmental impact minimization, and meaningful exchange creation.
Pro tip: Focusing on specific destinations provides more actionable responsibility guidelines.
Family Travel Strategy
Plan enriching travel experiences that accommodate multiple generations.
Develop a strategy for a 7-day intergenerational family trip to Costa Rica with ages 5-75. Include activity pacing, accommodation considerations, contingency planning, age-appropriate engagement methods, memory-making opportunities, and conflict prevention approaches.
Pro tip: Providing specific information about mobility issues or interests helps tailor family recommendations.
Culinary Tourism Roadmap
Plan travel experiences centered around food and culinary traditions.
Create a 5-day culinary exploration itinerary for Sicily that traces the island’s diverse cultural influences. Include market visits, cooking experiences, producer tours, signature dishes, historical context for regional specialties, and wine pairings with cultural significance.
Pro tip: Requesting focus on specific aspects (street food, fine dining, agriculture) creates more specialized culinary journeys.
Transformational Travel Design
Plan journeys focused on personal growth and perspective shifts.
Design a 10-day transformational journey to Peru for someone seeking perspective after a major life transition. Include mindfulness practices, cultural exchange opportunities, challenging but meaningful experiences, reflection prompts, and methods to integrate insights after returning home.
Pro tip: Sharing the specific transformation sought creates more purposeful journey recommendations.
Environmental Issues
Prompts exploring sustainability, conservation, climate solutions, and environmental challenges.
Environmental Solution Assessment
Evaluate approaches to addressing environmental challenges.
Analyze vertical farming as a solution for sustainable urban food production. Assess current technologies, environmental benefits and drawbacks, economic viability, scalability challenges, social implications, and comparison with alternative approaches.
Pro tip: Requesting both optimistic and pessimistic perspectives creates more balanced solution assessments.
Sustainability Framework Development
Create structured approaches to sustainability implementation.
Develop a comprehensive sustainability framework for a medium-sized food manufacturer. Include governance structures, priority assessment methods, goal-setting processes, measurement approaches, stakeholder engagement strategies, and implementation roadmap with key milestones.
Pro tip: Specifying industry contexts creates more relevant and actionable sustainability frameworks.
Environmental Communication Strategy
Develop approaches for effectively communicating environmental issues.
Create a communication strategy for engaging suburban homeowners on watershed protection. Include message framing, barrier identification, behavior change triggers, visual approaches, community-based tactics, and methods for making abstract impacts tangible.
Pro tip: Specifying audience values and priorities helps create more persuasive environmental messaging.
Circular Economy Innovation
Generate ideas for reducing waste through circular systems.
Develop circular economy innovations for the footwear industry. Include materials recapture systems, product design transformations, business model adaptations, consumer engagement approaches, supply chain modifications, and implementation phasing for transitioning from linear models.
Pro tip: Focusing on specific product categories creates more detailed circular economy recommendations.
Environmental Justice Analysis
Examine the intersection of environmental issues and social equity.
Analyze environmental justice dimensions of urban heat island effects in major U.S. cities. Examine historical development patterns, current temperature and health disparities, contributing policies, community impacts, existing interventions, and potential equity-centered solutions.
Pro tip: Focusing on specific communities or locations creates more grounded environmental justice analyses.
Sustainable Lifestyle Transition
Create practical approaches for adopting more sustainable habits.
Develop a comprehensive 6-month plan for a suburban family transitioning to a lower-waste lifestyle. Include baseline assessment methods, prioritization framework, room-by-room transformations, shopping alternatives, family engagement tactics, and progress tracking systems.
Pro tip: Including both high-impact and easy-win changes creates more motivating sustainability plans.
Ecological Restoration Design
Develop approaches for restoring damaged ecosystems.
Create a framework for restoring an urban stream that has been channelized in concrete. Include assessment methodology, stakeholder engagement approach, phased intervention design, native species selection principles, community participation opportunities, and monitoring protocols.
Pro tip: Specifying the ecosystem type and degradation factors leads to more relevant restoration approaches.
Climate Adaptation Strategy
Develop approaches for adapting to climate change impacts.
Design a climate adaptation strategy for a coastal community facing sea level rise and increased storm intensity. Include vulnerability assessment methods, infrastructure modifications, retreat considerations, economic transition planning, and governance approaches.
Pro tip: Providing specific geographic and socioeconomic context creates more relevant adaptation strategies.
Conservation Education Program
Design educational initiatives about environmental protection.
Develop a comprehensive conservation education program about local pollinators for elementary school students. Include age-appropriate learning objectives, hands-on activities, outdoor components, assessment methods, family engagement elements, and community connection opportunities.
Pro tip: Specifying learning environments (classroom, nature center, online) helps tailor educational approaches.
Environmental Impact Assessment
Analyze the environmental effects of products, policies, or activities.
Create an environmental impact assessment framework for music festivals. Include energy use, transportation, waste generation, water consumption, land impact, noise pollution, local ecosystem effects, and recommendations for measurement and mitigation approaches.
Pro tip: Requesting both direct and indirect impact analysis creates more comprehensive assessments.
Psychology & Human Behavior
Prompts exploring cognitive processes, behavioral patterns, emotional intelligence, and social dynamics.
Cognitive Bias Analysis
Examine how cognitive biases affect decision-making and perceptions.
Analyze how confirmation bias influences political polarization. Explain the psychological mechanisms involved, how social media amplifies this bias, real-world consequences, evidence from research studies, and potential interventions at individual and platform levels.
Pro tip: Focusing on specific contexts (workplace, relationships, health) creates more applicable bias analyses.
Psychological Framework Application
Apply psychological theories to understand specific behaviors or phenomena.
Apply attachment theory to explain patterns in adult romantic relationships. Include the four attachment styles, their developmental origins, characteristic behaviors, impact on conflict resolution, healing approaches, and recent research developments in this field.
Pro tip: Requesting multiple theoretical perspectives provides more comprehensive psychological analysis.
Behavior Change Strategy
Develop evidence-based approaches to modifying habits and behaviors.
Create a comprehensive behavior change strategy for reducing smartphone overuse based on psychological principles. Include habit loop analysis, environmental modification tactics, replacement behavior development, cognitive restructuring techniques, and accountability systems.
Pro tip: Specifying the target population helps tailor behavior change strategies to relevant motivations and barriers.
Emotional Intelligence Development
Create frameworks for understanding and improving emotional capabilities.
Design a progressive emotional intelligence development program for technical professionals. Include self-awareness assessment methods, emotion regulation techniques, empathy-building exercises, practical workplace applications, and measurement approaches.
Pro tip: Focusing on specific EI components (recognition, regulation, empathy) creates more targeted development plans.
Psychological Safety Framework
Develop approaches for creating environments of trust and openness.
Create a comprehensive framework for building psychological safety in product development teams during periods of organizational change. Include leader behaviors, meeting practices, feedback mechanisms, conflict navigation approaches, and measurement methods.
Pro tip: Specifying organizational context and challenges helps create more relevant psychological safety strategies.
Motivation System Design
Create structures to enhance motivation and engagement.
Design a motivation system for a long-term health behavior program based on self-determination theory. Include autonomy support mechanisms, competence development approach, relatedness cultivation strategies, intrinsic/extrinsic balance considerations, and individualization frameworks.
Pro tip: Requesting incorporation of specific motivational theories creates more evidence-based systems.
Persuasion Ethics Framework
Examine ethical considerations in influence and persuasion.
Develop an ethical framework for persuasive design in mental health applications. Include boundary principles between encouragement and manipulation, transparency requirements, autonomy preservation methods, vulnerable population considerations, and application evaluation criteria.
Pro tip: Focusing on specific contexts (marketing, healthcare, politics) creates more relevant ethical frameworks.
Group Dynamic Analysis
Examine patterns of interaction and influence in groups.
Analyze group dynamics in cross-functional teams with significant power imbalances. Examine communication patterns, decision-making processes, conflict manifestations, status behavior, psychological safety challenges, and evidence-based interventions to improve collaboration.
Pro tip: Specifying group composition and purpose helps create more relevant dynamic analyses.
Decision-Making Process Optimization
Improve how decisions are made based on psychological principles.
Design a decision-making process for complex healthcare decisions involving multiple stakeholders. Include cognitive bias mitigation techniques, emotion integration methods, stakeholder input frameworks, tradeoff evaluation approaches, and post-decision review protocols.
Pro tip: Clarifying decision types (high-stakes, frequent, technical) helps tailor appropriate processes.
Psychological Need Assessment
Identify core psychological needs in specific contexts.
Create a comprehensive assessment framework for evaluating how well remote work environments fulfill employees’ core psychological needs. Include autonomy, competence, relatedness, meaning, security dimensions with measurement approaches and enhancement recommendations.
Pro tip: Specifying demographic factors helps identify more relevant psychological needs and priorities.
Final Thoughts
The AI prompt examples provided are just starting points. As you become more familiar with AI systems, you’ll develop your own style and approach to prompt crafting. Remember that effective prompts are clear, specific, and provide the right amount of context.
Experiment with different formats, levels of detail, and instructions to find what works best for your specific use case. The field of prompt engineering is constantly evolving, so stay curious and keep refining your techniques.
With practice, you’ll be able to harness the full potential of AI tools, turning them into powerful extensions of your own creativity and problem-solving abilities.
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