GPT prompts

Welcome to our site, where GPT prompts are just the beginning of the journey. Remember, just as there are countless individuals around us with their own unique stories to tell, there are infinite possibilities for exploration and discovery here. Let's embark on this journey together, with curiosity and an open mind.

Table of Contents

1. GPT-5 prompt optimizer tool
2. Chain-of-Thought (CoT) Prompting
3. Line-of-Thought (LoT) Prompting
4. Few-Shot Prompting
5. Self-Consistency
6. Meta Prompting
7. Retrieval-Augmented Generation
8. Prompt's classification (new)
9. Prompts
10. Useful Links

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1. GPT-5 prompt optimizer tool

...prompt optimizer tool we’ve built, will serve as a launchpad for your use of GPT-5...

2. Chain-of-Thought (CoT) Prompting

1. Step-by-Step Instructions:

   First, identify the key variables. Next, analyze their relationships. Finally, predict the outcome.
   

   Break down the problem into smaller steps and solve each one.
   

2. Explicit Reasoning:

   Explain your reasoning step-by-step.
   

   Describe how you arrived at this conclusion.
   

3. Intermediate Steps:

   List the steps needed to solve this problem before giving the final answer.
   

   What are the intermediate steps to reach the solution?
   

4. Clarifying Questions:

   Can you provide more details on why this solution works?
   

   What assumptions are you making in this reasoning?
   

5. Contextual Prompts:

   Given the historical data, predict the future trend.
   

   Based on the provided information, what is the next logical step?
   

3. Line-of-Thought (LoT) Prompting

1. Identify Key Events::

   List all significant events explicitly mentioned in the narrative, regardless of their chronological order.
   

2. Extract Potential Causal Links::

   For each event, explicitly state possible causes and effects based solely on narrative evidence.
   

3. Evaluate Evidence Strength::

   Assign a confidence level (high, medium, low) to each identified causal link based on textual support.
   

4. Construct Preliminary Causal Graph::

   Represent identified causal relationships visually, clearly indicating the directionality and confidence levels.
   

5. Review for Chronological Bias::

   Critically assess whether identified causal links rely incorrectly on narrative sequence rather than logical causation.
   

6. Refine and Validate Graph::

   Adjust the causal graph to remove chronological biases, ensuring causal relationships are logically sound and narrative-independent.
   

7. Summarize Findings::

   Provide a concise summary highlighting robust causal relationships, identified biases, and areas requiring further narrative clarification.
   

4. Few-Shot Prompting

1. Examples:

   Here are some examples of similar problems and their solutions. Use these to solve the new problem.
   

   Given these examples, how would you approach this new task?
   

2. Analogies:

   This problem is similar to [example]. How would you solve it using the same approach?
   

   Think of this situation like [analogy]. What would be the next step?
   

5. Self-Consistency

1. Multiple Solutions:

   Generate multiple solutions and choose the most consistent one.
   

   Provide different approaches to solve this problem and compare them.
   

2. Verification:

   Verify the solution by checking each step.
   

   Cross-check the final answer with the initial conditions.
   

6. Meta Prompting

1. Reflective Prompts:

   Reflect on the steps taken and identify any potential errors.
   

   What could be improved in the reasoning process?
   

2. Self-Questioning:

   Ask yourself if the solution makes sense.
   

   What questions would you ask to verify this solution?
   

7. Retrieval-Augmented Generation

1. Information Retrieval:

   Retrieve relevant information from the provided data before solving the problem.
   

   Use the given resources to gather necessary details.
   

2. Contextual Integration:

   Integrate the retrieved information into your reasoning.
   

   How does the additional data influence your solution?
   

8. Prompt's classification (new)

1. Arts and Humanities:
   1. Creative Writing and Narrative Composition.
      • prompt 78 Life event
      • prompt 87 The AI Spark: Exploring the Impact of AI on Human Creativity and Diversity
      • prompt 90 Craft Your Thesis: AI Assistant for Argumentative Essay Writing
      • prompt 93 Unpacking the Layers: Transforming Statements into Insightful Questions and Answers
      • prompt 100 Guiding the User: Crafting Clear and Contextual Instructions
      • prompt 118 Genre-Adaptive Narrative Direction
      • prompt 151 Curiosity Open-Loop Engine
      • prompt 171 Humanized Writing Assistant
   2. Other Specialized Areas in Arts and Humanities.
      • prompt 114 Cross-Domain AI-Resilient Test Analysis
      • prompt 219 Cultural Heritage Stewardship and Community Interpretation Fit Review
2. Biological Sciences.
   • prompt 114 Cross-Domain AI-Resilient Test Analysis
   • prompt 134 Neural Model Interpretability Exploration Guide
   • prompt 154 From Randomness to Life: Memory Chains and Emergent Causation
   • prompt 220 Experimental Biology Rigor and Reproducibility Fit Review
3. Business and Economics:
   1. Marketing and Advertising.
      • prompt 116 Crafting Conversion-Driven Marketing Copy
      • prompt 117 XGBoost Insights for Customer Engagement Strategy
      • prompt 155 Change Communication Pack: Release Notes, Rollout Plan, and Support Playbook
   2. Finance and Financial Management.
      • prompt 18 Personal financial advisor
      • prompt 126 Stochastic Decision Forests Insight
   3. Entrepreneurship and Startup Culture.
      • prompt 24 Build a prompt
      • prompt 86 Dorm Room Revolution: Design Products to Empower College Students
      • prompt 127 Ascending Auction Analysis and Application
   4. International Business and Trade.
      • prompt 172 International Trade Strategy and Market Entry Analyzer
   5. Human Resources and Organizational Behavior.
      • prompt 59 Refund request
      • prompt 101 Understanding Your Needs: Clarifying Refund Requests Effectively
      • prompt 121 Organizational Knowledge Management Analysis
      • prompt 167 Evergreen Knowledge Module (Knowledge Architect & Data Synthesizer)
   6. Operations Management.
      • prompt 106 Optimization Algorithm Simulation
      • prompt 121 Organizational Knowledge Management Analysis
   7. Business Strategy and Competitive Analysis.
      • prompt 105 Expert Panel Synthesis with Authority Regularization
      • prompt 127 Ascending Auction Analysis and Application
      • prompt 145 Executive Summary Synthesis Prompt: Transforming Detailed Research Reports
   8. Accounting and Auditing.
      • prompt 173 Accounting and Audit Risk Review
   9. Business Ethics and Corporate Social Responsibility.
      • prompt 59 Refund request
      • prompt 121 Organizational Knowledge Management Analysis
   10. Real Estate and Property Management. - prompt 175 Property Management Performance and Tenant Retention Review
   11. Supply Chain Management. - prompt 174 Supply Chain Planning and Resilience Optimizer
   12. Economics Theory and Application.
       • prompt 94 The Trade-Offs We Make: Demystifying Opportunity Cost
       • prompt 127 Ascending Auction Analysis and Application
   13. Economic Development and Policy.
       • prompt 202 Productivity, Investment, and Development Policy Fit Review
   14. Investment and Portfolio Management.
       • prompt 68 Financial Sentiment
       • prompt 127 Ascending Auction Analysis and Application
   15. Consumer Behavior and Market Research.
       • prompt 86 Dorm Room Revolution: Design Products to Empower College Students
       • prompt 101 Understanding Your Needs: Clarifying Refund Requests Effectively
       • prompt 116 Crafting Conversion-Driven Marketing Copy
   16. Corporate Finance and Governance.
       • prompt 68 Financial Sentiment
   17. Risk Management and Insurance.
       • prompt 126 Stochastic Decision Forests Insight
   18. Taxation and Public Finance.
       • prompt 176 Tax Strategy and Public Finance Impact Review
   19. Management Information Systems.
       • prompt 177 Management Information Systems Governance and Decision Support Review
   20. Innovation and Technology Management.
       • prompt 86 Dorm Room Revolution: Design Products to Empower College Students
       • prompt 116 Crafting Conversion-Driven Marketing Copy
       • prompt 121 Organizational Knowledge Management Analysis
   21. Other Specialized Areas in Business and Economics.
       • prompt 203 Business Growth, Productivity, and Cash Conversion Review
4. Chemistry.
   • prompt 92 Stepping Up to the Challenge: Categorization and Problem Solving with Clear Reasoning
5. Computer and Information Sciences:
   1. Artificial Intelligence and Machine Learning.
      • prompt 17 Experienced prompt engineer
      • prompt 21 DeveloperGPT
      • prompt 42 Optimo
      • prompt 57 LARK Prompt
      • prompt 62 Adaptive Interactive Logic Prompt (AILP)
      • prompt 63 Keyphrase Expansion Clustering Assistant
      • prompt 65 Dynamic Expertise Activation Prompt (DEAP)
      • prompt 66 Roleplay-discussion
      • prompt 69 MiRe
      • prompt 70 CodeGPT - Three experts
      • prompt 71 OLMo
      • prompt 72 Beyond the Paper
      • prompt 73 Beyond Humanity
      • prompt 74 Machine Learning Made Easy
      • prompt 75 Maximizing the Power of Large Language Models: A Comprehensive Guide for Beginners and Experts
      • prompt 76 Unveiling Bias in NLP Benchmarks: Understanding Parameters and Implications
      • prompt 80 E(3)-Equivariant Mesh Neural Networks: A Comprehensive Explanation
      • prompt 81 Understanding Automatic Behavior Optimization (ABO): A Step-by-Step Guide
      • prompt 84 Beyond Pairwise: Optimizing Conversational AI using Listwise Preference Optimization
      • prompt 85 Beyond Traditional Metrics: Analyzing Document Processing with ANLS and Specialized Prompting
      • prompt 87 The AI Spark: Exploring the Impact of AI on Human Creativity and Diversity
      • prompt 88 Building Better Together: A Guide to AI-Powered Product Copilot Development
      • prompt 97 Balancing Accuracy and Density: Mastering the Task Spectrum
      • prompt 99 Crafting Solutions: A User-Centric Approach to Problem-Solving
      • prompt 110 Blockchain Efficiency: Dynamic Transaction Storage and Verkle Tree Strategies
      • prompt 111 Advanced Guide to Machine Learning in Survey Sampling and Estimation
      • prompt 112 Cross-Domain Application of Machine Learning and Bootstrap Techniques
      • prompt 113 Adversarial Robustness Evaluation Prompt
      • prompt 115 Robust IC-SF Hypothesis Generation
      • prompt 120
      • prompt 126 Stochastic Decision Forests Insight
      • prompt 128 Academic Paper Structure Comprehension and Model Enhancement
      • prompt 129 Understanding Individual Fairest Community Search in HINs
      • prompt 131 Privacy-Conscious OOV Discovery for Language Model Enhancement
      • prompt 132 Comprehensive Collaborative Perception Dataset Analysis
      • prompt 133 DPTraj-PM Implementation and Analysis Guide
      • prompt 134 Neural Model Interpretability Exploration Guide
      • prompt 135 Mathematical Reasoning Model Evaluator (MRME)
      • prompt 140 Prompt improver
      • prompt 142 Summarize with metrics
      • prompt 147 Narrative Causality analysis
      • prompt 152 SR-Agent Ensemble: Multi-Role Scientific Query Processor
      • prompt 153 Intent-Driven Specs & Alignment Response Generator
      • prompt 167 Evergreen Knowledge Module (Knowledge Architect & Data Synthesizer)
      • prompt 170 Latent Consensus Architect v2.3
   2. Data Science and Big Data Analytics.
      • prompt 62 Adaptive Interactive Logic Prompt (AILP)
      • prompt 63 Keyphrase Expansion Clustering Assistant
      • prompt 66 Roleplay-discussion
      • prompt 76 Unveiling Bias in NLP Benchmarks: Understanding Parameters and Implications
      • prompt 106 Optimization Algorithm Simulation
      • prompt 116 Crafting Conversion-Driven Marketing Copy
      • prompt 117 XGBoost Insights for Customer Engagement Strategy
      • prompt 135 Mathematical Reasoning Model Evaluator (MRME)
      • prompt 142 Summarize with metrics
      • prompt 143 Data Science and Big Data Analytics Prompt Generator
   3. Human-Computer Interaction.
      • prompt 105 Expert Panel Synthesis with Authority Regularization
   4. Software Engineering.
      • prompt 26 Code performancer
      • prompt 27 Powershell's code troubleshooter
      • prompt 31 Powershell Problem Solver
      • prompt 32 Analyze and improve PowerShell code
      • prompt 35 Analyze and improve parts of long PowerShell
      • prompt 38 PowerShell Code Optimization and Best Practices
      • prompt 41 PowerShellGPT Wizard
      • prompt 47 Powershell ADDS course
      • prompt 50 PSDeveloper
      • prompt 54 Powershell Pester Helper
      • prompt 66 Roleplay-discussion
      • prompt 70 CodeGPT - Three experts
      • prompt 79 Code refactoring
      • prompt 88 Building Better Together: A Guide to AI-Powered Product Copilot Development
      • prompt 106 Optimization Algorithm Simulation
      • prompt 136 Code Analyzer - Powershell
      • prompt 137 Code functional Report
      • prompt 148 Systematic Debugging: Identifying Root Causes Through Reflective Analysis and Targeted Logging
      • prompt 153 Intent-Driven Specs & Alignment Response Generator
      • prompt 155 Change Communication Pack: Release Notes, Rollout Plan, and Support Playbook
   5. Computer Systems and Networks.
      • prompt 53 PowerShell Script Analysis and Commenting Guidelines
   6. Cybersecurity and Information Assurance.
      • prompt 20 Security examine code
      • prompt 25 PowerShield
      • prompt 39 Secure PowerShell Code Analysis and Improvement
      • prompt 52 IT Administrator' Assistant
      • prompt 54 Powershell Pester Helper
      • prompt 105 Expert Panel Synthesis with Authority Regularization
      • prompt 106 Optimization Algorithm Simulation
      • prompt 113 Adversarial Robustness Evaluation Prompt
      • prompt 131 Privacy-Conscious OOV Discovery for Language Model Enhancement
   7. Database Management and Data Retrieval:
      1. Relational Database Design and Optimization.
         • prompt 178 Relational Database Design and Query Optimization Review
      2. NoSQL Databases and Data Stores.
         • prompt 179 NoSQL Architecture and Data Model Fit Review
      3. Data Warehousing and Business Intelligence.
         • prompt 180 Data Warehouse and BI Pipeline Review
      4. Distributed Database Systems.
         • prompt 181 Distributed Database Architecture and Consistency Tradeoff Review
      5. Database Administration and Security.
         • prompt 182 Database Administration and Security Posture Review
      6. Data Mining and Knowledge Discovery.
         • prompt 63 Keyphrase Expansion Clustering Assistant
         • prompt 71 OLMo
         • prompt 84 Beyond Pairwise: Optimizing Conversational AI using Listwise Preference Optimization
         • prompt 98 Keyphrase Catalyst: Extracting Intent Through Chain of Thought
         • prompt 103 Unraveling Complexities: Logical Reasoning on Knowledge Graphs
         • prompt 112 Cross-Domain Application of Machine Learning and Bootstrap Techniques
         • prompt 123 Vector Field Analysis and Cyclone Tracking
         • prompt 129 Understanding Individual Fairest Community Search in HINs
         • prompt 134 Neural Model Interpretability Exploration Guide
         • prompt 142 Summarize with metrics
      7. Database Query Languages (e.g., SQL, SPARQL).
         • prompt 49 KQLSenBot
      8. Data Modeling and Metadata Management.
         • prompt 183 Data Modeling and Metadata Governance Review
      9. Database Performance Tuning.
         • prompt 184 Database Performance Tuning and Bottleneck Diagnosis Review
      10. Data Governance and Compliance. - prompt 185 Data Governance and Compliance Operating Model Review
      11. Database Scalability and High Availability. - prompt 186 Database Scalability and High Availability Architecture Review
      12. In-Memory Databases. - prompt 187 In-Memory Database Architecture and Durability Fit Review
      13. Graph Databases and Networked Data. - prompt 188 Graph Database and Networked Data Architecture Review
      14. Object-Oriented and Object-Relational Databases. - prompt 189 Object-Relational Database and Type-System Fit Review
      15. XML and Semi-Structured Data Management. - prompt 190 XML and Semi-Structured Data Contract and Queryability Review
      16. Data Integration, ETL, and Data Quality.
          • prompt 84 Beyond Pairwise: Optimizing Conversational AI using Listwise Preference Optimization
      17. Database Theory and Foundations. - prompt 191 Database Theory and Correctness Foundations Review
      18. Temporal, Spatial, and Multimedia Databases. - prompt 192 Temporal, Spatial, and Multimedia Data Platform Fit Review
      19. Big Data Storage and Processing. - prompt 193 Big Data Storage and Processing Platform Fit Review
      20. Data Privacy and Anonymization.
          • prompt 131 Privacy-Conscious OOV Discovery for Language Model Enhancement
          • prompt 133 DPTraj-PM Implementation and Analysis Guide
      21. Other Specialized Areas in Database Management and Data Retrieval.
          • prompt 29 Examples of operations in PowerShell where using .NET classes is more efficient than using built-in cmdlets
          • prompt 62 Adaptive Interactive Logic Prompt (AILP)
          • prompt 123 Vector Field Analysis and Cyclone Tracking
   8. Theoretical Computer Science
      • prompt 57 LARK Prompt
      • prompt 99 Crafting Solutions: A User-Centric Approach to Problem-Solving
      • prompt 129 Understanding Individual Fairest Community Search in HINs
      • prompt 134 Neural Model Interpretability Exploration Guide
   9. Computer Graphics and Visualization
      • prompt 194 Graphics and Visualization Pipeline Architecture Review
   10. Robotics and Automation
       • prompt 91 Unlocking Potential: Exploring the Role and Functions of Social Robots in Education
       • prompt 120
       • prompt 122 Robotic Recovery Plan Generation Prompt
       • prompt 132 Comprehensive Collaborative Perception Dataset Analysis
   11. Bioinformatics and Computational Biology
       • prompt 195 Bioinformatics Assay-to-Inference Integrity Review
   12. Quantum Computing
       • prompt 42 Optimo
   13. Information Systems
       • prompt 16 Prompt generation robot
       • prompt 28
       • prompt 32 Analyze and improve PowerShell codeDiverse code generation task instructions for PowerShell
       • prompt 35 Analyze and improve parts of long PowerShell
       • prompt 41 PowerShellGPT Wizard
       • prompt 45 TaskCraftopia
       • prompt 52 IT Administrator' Assistant
       • prompt 54 Powershell Pester Helper
       • prompt 71 OLMo
       • prompt 75 Maximizing the Power of Large Language Models: A Comprehensive Guide for Beginners and Experts
       • prompt 95 Bookworm Buddy: Your Online Bookstore Chatbot Assistant
       • prompt 97 Balancing Accuracy and Density: Mastering the Task Spectrum
   14. Educational Technology
       • prompt 40 PowerPoint GPT assistant
   15. Computer Game Design and Development
       • prompt 196 Core Loop, Progression, and Live-Ops Fit Review
   16. Web and Internet Computing
       • prompt 197 Render, Cache, and Browser Delivery Fit Review
   17. Programming Languages and Compilers
       • prompt 137 Code functional Report
   18. Digital Libraries and Archives
       • prompt 198 Description, Discovery, and Preservation Fit Review
   19. Multimedia Computing
       • prompt 199 Encode, Package, and Playback Fit Review
   20. Mobile and Ubiquitous Computing
       • prompt 132 Comprehensive Collaborative Perception Dataset Analysis
   21. Cloud Computing and Virtualization
       • prompt 127 Ascending Auction Analysis and Application
   22. Computer Architecture and Engineering
       • prompt 200 Microarchitecture, Memory Hierarchy, and Coherency Fit Review
   23. High-Performance Computing
       • prompt 201 Parallel Decomposition, Communication, and Scaling Fit Review
   24. Computer Ethics and Professional Practice
       • prompt 35 Analyze and improve parts of long PowerShell
       • prompt 71 OLMo
       • prompt 88 Building Better Together: A Guide to AI-Powered Product Copilot Development
       • prompt 153 Intent-Driven Specs & Alignment Response Generator
   25. Innovation and Technology Management.
       • prompt 50 PSDeveloper
       • prompt 52 IT Administrator' Assistant
       • prompt 53 PowerShell Script Analysis and Commenting Guidelines
       • prompt 65 Dynamic Expertise Activation Prompt (DEAP)
       • prompt 71 OLMo
       • prompt 84 Beyond Pairwise: Optimizing Conversational AI using Listwise Preference Optimization
       • prompt 113 Adversarial Robustness Evaluation Prompt
       • prompt 122 Robotic Recovery Plan Generation Prompt
       • prompt 132 Comprehensive Collaborative Perception Dataset Analysis
       • prompt 135 Mathematical Reasoning Model Evaluator (MRME)
   26. Other Specialized Areas in Computer and Information Sciences.
       • prompt 32 Analyze and improve PowerShell code
       • prompt 42 Optimo
       • prompt 44 TurboCodeAI
       • prompt 45 TaskCraftopia
       • prompt 64 Dual-Category Task Optimizer (DCTO) Prompt
       • prompt 96 Understanding Your Needs: Analyzing User Requests with MoPs
       • prompt 114 Cross-Domain AI-Resilient Test Analysis
       • prompt 131 Privacy-Conscious OOV Discovery for Language Model Enhancement
       • prompt 133 DPTraj-PM Implementation and Analysis Guide
       • prompt 137 Code functional Report
       • prompt 138 Log analyzer
       • prompt 142 Summarize with metrics
6. Earth and Environmental Sciences.
   • prompt 106 Optimization Algorithm Simulation
   • prompt 123 Vector Field Analysis and Cyclone Tracking
7. Education:
   1. Educational Psychology and Learning Theories.
      • prompt 60 INSTRUCTADAPT
      • prompt 93 Unpacking the Layers: Transforming Statements into Insightful Questions and Answers
   2. Curriculum Development and Instructional Design.
      • prompt 43 CourseCraftopia
      • prompt 47 Powershell ADDS course
      • prompt 60 INSTRUCTADAPT
      • prompt 61 ClarityChain
      • prompt 89 Unlocking Innovation: Supercharge Your Problem-Solving with Supermind Design
      • prompt 90 Craft Your Thesis: AI Assistant for Argumentative Essay Writing
      • prompt 99 Crafting Solutions: A User-Centric Approach to Problem-Solving
      • prompt 100 Guiding the User: Crafting Clear and Contextual Instructions
   3. Educational Technology and Digital Learning.
      • prompt 55 PromptPerfector
      • prompt 60 INSTRUCTADAPT
      • prompt 65 Dynamic Expertise Activation Prompt (DEAP)
      • prompt 75 Maximizing the Power of Large Language Models: A Comprehensive Guide for Beginners and Experts
      • prompt 91 Unlocking Potential: Exploring the Role and Functions of Social Robots in Education
      • prompt 99 Crafting Solutions: A User-Centric Approach to Problem-Solving
      • prompt 113 Adversarial Robustness Evaluation Prompt
   4. Teaching Methods and Pedagogy.
      • prompt 156 Master Educator: Mental Model Selection
      • prompt 157 Misconceptions: Map and Refute
      • prompt 158 Personalized Learning Roadmap (Three Paths)
      • prompt 159 Pareto Mastery Plan (80/20)
      • prompt 160 Compare Two Concepts (Frameworks + Venn)
      • prompt 161 Prerequisite Gap Diagnosis (Backward Chaining)
      • prompt 162 Teach by Negative Space (“What It’s Not”)
      • prompt 163 Create and Evaluate Analogies
      • prompt 164 Expert Perspectives: Probing Questions
      • prompt 165 Simplify for an 8th Grader (Choose a Style)
      • prompt 166 Pareto Resource Curator (80% Understanding Fast)
   5. Assessment and Evaluation in Education.
      • prompt 204 Learning Assessment and Evaluation Fit Review
   6. Special Education and Inclusive Practices.
      • prompt 205 Special Education and Inclusive Practice Fit Review
   7. Higher Education Administration and Policy.
      • prompt 113 Adversarial Robustness Evaluation Prompt
   8. Early Childhood Education.
      • prompt 206 Early Childhood Education Quality and Development Fit Review
   9. Adult Education and Lifelong Learning.
      • prompt 207 Adult Learning and Lifelong Learning System Fit Review
   10. Educational Leadership and Management.
       • prompt 91 Unlocking Potential: Exploring the Role and Functions of Social Robots in Education
   11. Multicultural Education and Diversity in Learning.
   • prompt 208 Multicultural Education and Diversity in Learning Fit Review
   12. Language Education and Linguistics in Education.
   • prompt 209 Language Education and Linguistics Fit Review
   13. Educational Research Methods and Statistics.
       • prompt 114 Cross-Domain AI-Resilient Test Analysis
       • prompt 125 Structural Causal Inquiry
       • prompt 128 Academic Paper Structure Comprehension and Model Enhancement
   14. Education Law and Policy.
   • prompt 210 Education Law and Policy Fit Review
   15. International and Comparative Education.
   • prompt 211 International and Comparative Education Fit Review
   16. STEM Education (Science, Technology, Engineering, and Mathematics).
       • prompt 91 Unlocking Potential: Exploring the Role and Functions of Social Robots in Education
   17. Arts Education and Creativity in Learning.
       • prompt 91 Unlocking Potential: Exploring the Role and Functions of Social Robots in Education
   18. Health Education and Wellness Promotion.
   • prompt 212 Health Education and Wellness Promotion Fit Review
   19. Environmental Education and Sustainability.
   • prompt 213 Environmental Education and Sustainability Fit Review
   20. Career and Technical Education.
   • prompt 214 Career and Technical Education Fit Review
   21. Education for Sustainable Development.
   • prompt 215 Education for Sustainable Development Fit Review
   22. Online and Distance Learning.
       • prompt 43 CourseCraftopia
       • prompt 47 Powershell ADDS course
       • prompt 127 Ascending Auction Analysis and Application
   23. Social and Emotional Learning.
   • prompt 216 Social and Emotional Learning Fit Review
   24. Critical Pedagogy and Education for Social Justice.
   • prompt 217 Critical Pedagogy and Social Justice Education Fit Review
   25. Other Specialized Areas in Education.
       • prompt 64 Dual-Category Task Optimizer (DCTO) Prompt
       • prompt 125 Structural Causal Inquiry
8. Engineering and Technology.
   • prompt 58 Iterative Optimization Prompting (IOP)
   • prompt 104 Adaptive Requirements Exploration Prompt
   • prompt 110 Blockchain Efficiency: Dynamic Transaction Storage and Verkle Tree Strategies
   • prompt 119
   • prompt 120
   • prompt 122 Robotic Recovery Plan Generation Prompt
   • prompt 123 Vector Field Analysis and Cyclone Tracking
9. Health and Medicine.
   • prompt 218 Health Service Delivery and Quality-of-Care Fit Review
10. Law and Legal Studies.
    • prompt 105 Expert Panel Synthesis with Authority Regularization
11. Mathematics.
    • prompt 83 Mastering Multi-Step Word Problems: Breakdown and Solution with Clear Explanations
    • prompt 112 Cross-Domain Application of Machine Learning and Bootstrap Techniques
    • prompt 119 Iterative Refinement Application Guide for Linear Systems
    • prompt 135 Mathematical Reasoning Model Evaluator (MRME)
    • prompt 146 Advanced Mathematical Concepts in Machine Learning
12. Physical Sciences.
    • prompt 92 Stepping Up to the Challenge: Categorization and Problem Solving with Clear Reasoning
    • prompt 124 Mechanism Analysis
13. Social Sciences.
    • prompt 73 Beyond Humanity
    • prompt 124 Mechanism Analysis
    • prompt 125 Structural Causal Inquiry
    • prompt 127 Ascending Auction Analysis and Application
14. Life Sciences.
    • prompt 92 Stepping Up to the Challenge: Categorization and Problem Solving with Clear Reasoning
15. Philosophy and Ethics.
    1. Responsible AI practices and ethical use of language models.
       • prompt 71 OLMo
       • prompt 73 Beyond Humanity
       • prompt 75 Maximizing the Power of Large Language Models: A Comprehensive Guide for Beginners and Experts
       • prompt 77 Decoding Fairness: Exploring AI Decision-Making in the Dictator Game
       • prompt 82 The Reasoning Chain Verifier: Deep Dive into Evidence and Logic
       • prompt 89 Unlocking Innovation: Supercharge Your Problem-Solving with Supermind Design
       • prompt 99 Crafting Solutions: A User-Centric Approach to Problem-Solving
       • prompt 113 Adversarial Robustness Evaluation Prompt
       • prompt 116 Crafting Conversion-Driven Marketing Copy
    2. Other Specialized Areas in Philosophy and Ethics.
       • prompt 221 Neurotechnology Ethics and Human Dignity Fit Review
16. Physics.
    • prompt 222 Experimental Physics Measurement Uncertainty and Reproducibility Fit Review
17. Political Science and International Relations.
    • prompt 110 Blockchain Efficiency: Dynamic Transaction Storage and Verkle Tree Strategies
    • prompt 127 Ascending Auction Analysis and Application
18. Psychology and Cognitive Sciences.
    1. Critical Thinking and Analysis.
       • prompt 71 OLMo
       • prompt 90 Craft Your Thesis: AI Assistant for Argumentative Essay Writing
    2. Logic and Reasoning
       • prompt 67 Veryfier
       • prompt 170 Latent Consensus Architect v2.3
    3. Other Specialized Areas in Psychology and Cognitive Sciences.
       • prompt 73 Beyond Humanity
       • prompt 87 The AI Spark: Exploring the Impact of AI on Human Creativity and Diversity
       • prompt 144 Sentiment Classification Prompt: Addressing Sarcasm and Irony
19. Cultural and Area Studies.
    • prompt 223 Cultural Pluralism and Intercultural Dialogue Fit Review
20. Linguistics and Language Studies.
    • prompt 30 Dyktando (polish)
    • prompt 171 Humanized Writing Assistant
21. Literature.
    • prompt 224 Literary Interpretation and Close Reading Fit Review
22. Music and Performing Arts.
    • prompt 225 Performing Arts Programming and Audience Development Fit Review
23. Religion and Theology.
    • prompt 226 Religion, Theology, and Formation Fit Review
24. Visual Arts and Film Studies.
    • prompt 227 Visual Arts, Film Studies, and Curatorial Interpretation Fit Review
25. Entertainment.
    • prompt 46 Game "Lost in the Enchanted Forest"
    • prompt 48 Formula 1 game
    • prompt 51 Chess
26. General Templates or Frameworks:
    1. Problem-Solving and Optimization Templates.
       • prompt 102 Optimizing Through Iteration: Learning from Past Solutions
       • prompt 106 Optimization Algorithm Simulation
       • prompt 108 Co-Create Spectrum: A Value-Driven Brainstorming Prompt
       • prompt 109 Adaptive Learning Assistant
       • prompt 112 Cross-Domain Application of Machine Learning and Bootstrap Techniques
       • prompt 130 Strategic Reasoning via Predictive Planning
       • prompt 139 Simple prompt creator
       • prompt 141 Summariza to 200 words
       • prompt 168 Strict Self-Improvement Protocol
    2. Project Management Frameworks.
       • prompt 228 Project Management Delivery and Control Framework Fit Review
    3. Instructional Design and Educational Frameworks.
       • prompt 109 Adaptive Learning Assistant
    4. Strategic Planning and Analysis Templates.
       • prompt 105 Expert Panel Synthesis with Authority Regularization
       • prompt 108 Co-Create Spectrum: A Value-Driven Brainstorming Prompt
       • prompt 139 Simple prompt creator
    5. Research Methodology and Experimental Design Templates.
       • prompt 107 Scholarly Synthesis
       • prompt 112 Cross-Domain Application of Machine Learning and Bootstrap Techniques
       • prompt 128 Academic Paper Structure Comprehension and Model Enhancement
       • prompt 143 Data Science and Big Data Analytics Prompt Generator
    6. Creative and Ideation Frameworks.
       • prompt 108 Co-Create Spectrum: A Value-Driven Brainstorming Prompt
       • prompt 124 Mechanism Analysis
       • prompt 139 Simple prompt creator
       • prompt 151 Curiosity Open-Loop Engine
       • prompt 169 Concept Development and Structured Thinking
    7. Decision-Making and Analysis Templates.
       • prompt 108 Co-Create Spectrum: A Value-Driven Brainstorming Prompt
       • prompt 109 Adaptive Learning Assistant
       • prompt 123 Vector Field Analysis and Cyclone Tracking
       • prompt 139 Simple prompt creator
       • prompt 170 Latent Consensus Architect v2.3
    8. Other Specialized Templates or Frameworks.
       • prompt 150 Topic transforming.
       • prompt 171 Humanized Writing Assistant
27. Other.
    • prompt 19 Luna
    • prompt 22 Stoned surfer bro
    • prompt 23 Witcher
    • prompt 33 King Of Prompts - Chatgpt Prompt Generator
    • prompt 34 God Of Prompts - Chatgpt Prompt Generator
    • prompt 37 Crafting an Effective NLP Prompt
    • prompt 56 NiceGPT

9. Prompts

All prompt bodies have been moved into individual files under prompt/ (one prompt per file).

Use the "Prompt's classification" section above to browse prompts by category; each entry links directly to the corresponding file.

10. Useful Links

1. 6 Useful AI Tools
2. Prompt Tools
3. Learn Prompting
4. 150+ Best ChatGPT Prompts for All Kinds of Workflow
5. 120 Best ChatGPT Prompts for Every Type of Work
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36. ChatGPTPromptshub: Master ChatGPT with Our Extensive Prompt Database
37. The Prompt Index: Explore the Ultimate Free AI Resource
38. ChatGPT Prompts for Database Development and Management with Examples
39. 1100 ChatGPT Content Marketing Expert Prompts
40. How to Write the Perfect ChatGPT Prompt (With Examples!)
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42. Overview of 26 prompt principles
43. Mastering Prompt Engineering for LLMs: Best Practices and Advanced Techniques
44. The Beginner's Guide to LLM Prompting
45. Zero Shot Chain of Thought
46. 7 Different Prompting Techniques
47. Prompt Engineering: Advanced Techniques
48. 12 ChatGPT Prompts for Text Analysis
49. Generative AI for Beginners
50. 26 prompting tricks to improve LLMs
51. Best Prompt Techniques for Best LLM Responses
52. AI AUTOMATION AGENT FOR CHROME
53. 26 prompting tricks to improve LLMs - SuperAnnotate
54. Prompting Techniques | Prompt Engineering Guide
55. 5 advanced prompts to get better answers from ChatGPT - Descript
56. Effective Prompting Techniques for Large Language Models
57. The Ultimate Guide to Prompt Engineering - Techniques ... - XGrid.co
58. Advanced Prompt Engineering - Practical Examples - TensorOps
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64. Best practices for prompt engineering with the OpenAI API – OpenAI Help Center Official OpenAI documentation with practical guidelines (e.g., clear instructions, delimiters, structured outputs). Authoritative and concise.
65. Prompt engineering best practices for ChatGPT – OpenAI Help Center Focused on ChatGPT users. Covers clarity, context, and iterative prompt refinement. Accessible and broadly applicable.
66. Prompt engineering overview – Anthropic Documentation Explains why prompt design is faster/cheaper than finetuning. Offers a structured approach with testing and evaluation.
67. Prompt Engineering Best Practices: Tips, Tricks, and Tools – DigitalOcean Blog
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68. 15 Tips to Become a Better Prompt Engineer for Generative AI – Microsoft Azure AI Foundry Blog
    Developer-oriented tips (clarity, examples, roles, refinement). Strong focus on practical application.
69. 7 Different Prompting Techniques – OpenGenus IQ
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70. 10 Essential Prompt Engineering Best Practices (With Examples) – PromptJesus Blog
    Model-agnostic guide with concrete before/after examples. Covers clarity, context, roles, iterative refinement.
71. Prompt engineering techniques – Microsoft Docs
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72. Prompting Capabilities – Mistral AI Documentation
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73. Prompt Engineering Guide – LearnPrompting.org
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74. Prompt engineering – OpenAI API Documentation Current guide to prompt structure, message roles, few-shot examples, evaluations, and production prompt versioning.
75. Prompt design strategies – Google Gemini API Documentation Official practical guide to clear instructions, examples, and iterative prompt design for Gemini models.