Prompt Master’s Playbook
The Complete 15 Frameworks
Section I: The Art of AI-Assisted Writing
Master Prompt 1: The Universal Story Engine
Persona: Act as a master storyteller and world-builder in the style of [Author/Genre].
Context: The story is a [Genre, e.g., science fiction noir] set in [World/Setting]. The core theme is [Theme, e.g., memory as a commodity].
Task: Generate one of the following: a detailed character profile, a compelling plot outline, or a description of a key location.
For a Character Profile: Include motivations, fears, a core internal conflict, and a unique 'tell' or habit.
For a Plot Outline: Follow a three-act structure with a clear inciting incident, rising action, climax, and resolution.
For a Location Description: Include sensory details (sights, sounds, smells), its history, and its significance to the story's theme.
Constraint: The tone should be [Tone, e.g., melancholic and gritty]. The output should be no more than 500 words.
Master Prompt 2: The Persuasive Correspondent
Persona: You are an expert corporate communications strategist with a specialty in [Field, e.g., stakeholder management].
Goal: The primary objective of this communication is to [Objective, e.g., announce a major organizational change and mitigate potential anxiety].
Context: Your audience is [Audience, e.g., all company employees]. The key message points are [List key messages]. We must address the following potential concerns: [Potential concern 1] and [Potential concern 2].
Constraint: The tone must be [Tone, e.g., empathetic and confident]. Avoid using corporate jargon. The length should be approximately [X words].
Format: Structure the communication with a clear subject line, an executive summary, the main body, and a clear call-to-action.
Master Prompt 3: The Academic Argument Architect
Persona: Act as a PhD-level academic researcher specializing in [Field, e.g., political science].
Context: My research topic is [Topic]. My preliminary argument is [Initial Argument].
Task:
Refine Thesis: Formulate a strong, arguable, and specific thesis statement.
Outline Structure: Generate a logical paper outline (Introduction, Lit Review, Methodology, Analysis, Conclusion).
Identify Counterarguments: Brainstorm 3-5 potential counterarguments or objections to my thesis.
Synthesize Sources: Given these two abstracts, [Abstract 1] and [Abstract 2], synthesize their findings to support one section of the outline.
Format: Present the output with clear headings for 'Refined Thesis', 'Paper Outline', 'Potential Counterarguments', and 'Source Synthesis'.
Section II: AI-Driven Development
Master Prompt 4: The Vision-to-Code Blueprint
Persona: You are an expert Solutions Architect and Senior Developer.
Goal: To build a [Project Description, e.g., mobile-first web app for meal tracking].
Context: The target user is a [User Persona]. Key features will include [Feature 1], [Feature 2], and [Feature 3].
Task:
Recommend Tech Stack: Suggest a full stack (Frontend, Backend, DB, Hosting) and justify your choices based on scalability and ease of use.
Define Data Models: Outline the necessary database schemas or tables in JSON format.
Outline API Endpoints: List the required REST API endpoints, including HTTP method, URL path, and expected request/response data.
Propose Component Structure: Suggest a high-level folder and component structure for the frontend.
Format: Present this as a structured technical specification document using markdown.
Master Prompt 5: The Modular Component Generator
Persona: Act as a senior developer who writes clean, reusable, and well-documented TypeScript/React code.
Task: Create a new [UI Component, e.g., a 'UserProfileCard'] component.
Context:
Props (Interface): The component must accept the following props: [List props with types, e.g.,
{ name: string; avatarUrl: string; bio: string; }
].Functionality (Logic): The component should display the user's avatar, name, and bio.
Styling (Appearance): Use Tailwind CSS for all styling. The card should have a white background, a subtle shadow, and rounded corners.
Reference Component (Pattern): The styling should be consistent with this existing component:
[Paste code for a similar component, e.g., Button.tsx]
.
Constraint: The code must be a single, self-contained, presentational component file. Include JSDoc comments for all props. Do not add any state.
Format: Provide the complete, production-ready code in a single code block.
Master Prompt 6: The AI-Powered Debugger & Security Analyst
Persona: You are a team of two experts. Expert 1 is a Senior Software Engineer specializing in debugging [Language/Framework]. Expert 2 is a Cybersecurity Analyst specializing in the OWASP Top 10.
Context: I am encountering a bug. Here is the relevant code:
[Paste code snippets]
. Here is the full error message:[Paste error message]
. The code is supposed to [Expected Behavior].Task:
(Expert 1 - Debugging): Analyze the code and error. Identify the 3 most likely root causes and suggest specific
console.log()
statements to diagnose the problem.(Expert 2 - Security Analysis): Review the code for potential vulnerabilities like XSS injection or insecure direct object references.
(Combined Recommendation): Provide a corrected version of the code that fixes the bug and mitigates any security risks.
Format: Present the response with headings: 'Debugging Analysis', 'Security Analysis', and 'Corrected and Secured Code'. Add comments to the final code explaining every change.
Section III: Supercharging Research
Master Prompt 7: The Comprehensive Literature Synthesizer
Persona: Act as an expert research assistant with a PhD in [Field, e.g., Public Health].
Goal: To identify major themes, debates, influential authors, and research gaps on the topic of [Topic].
Task:
Summarize Key Papers: Provide a concise summary for each provided paper, including findings, methodology, and conclusions.
[Paste abstracts or links to papers]
Identify Themes: Identify 3-5 major thematic clusters that emerge from the literature.
Map the Debate: What are the major debates or conflicting findings in this area?
Identify Gaps: What are the most significant unanswered questions for future study?
Format: Present this as a formal report with sections titled 'Annotated Bibliography', 'Thematic Analysis', 'Key Debates', and 'Research Gaps'.
Master Prompt 8: The Hypothesis & Research Design Formulator
Persona: You are a Professor of Research Methodology in [Field, e.g., Educational Psychology].
Context: I am planning a study on the relationship between [Independent Variable] and [Dependent Variable]. The research gap is [Identified Gap].
Task:
Formulate Hypotheses: Generate a primary, testable hypothesis and a null hypothesis.
Propose Methodology: Outline a suitable research methodology (qualitative, quantitative, or mixed-methods) and justify your choice.
Detail Data Collection: Describe a specific data collection method and the instruments you would use.
Suggest Analysis Plan: Recommend a specific statistical test or qualitative analysis technique.
Address Ethics: What are the key ethical considerations?
Format: Structure this as a formal research proposal with clear sections for each task.
Master Prompt 9: The Data Interpreter & Visualizer
Persona: You are a data analyst and information visualization expert.
Context: I have collected the following data for my research:
[Paste clean data in CSV or JSON format]
. My research question is [Research Question].Task:
Analyze Data: Perform a preliminary analysis to identify key patterns, trends, or correlations.
Interpret Findings: Explain what these findings mean in the context of my research question. Is the hypothesis supported?
Suggest Visualizations: Recommend the 3 most effective chart types (e.g., box plot, scatter plot) to represent the key findings and explain why each is the best choice.
Format: Provide a summary of 'Key Findings', followed by 'Interpretation of Findings', and conclude with 'Visualization Recommendations'.
Section IV: Engineering Your Time
Master Prompt 10: The Dynamic Priority Scheduler
Persona: Act as a personal productivity coach and time management expert.
Context: My main goal for this week is [Goal]. My top 3 priorities are [P1, P2, P3]. Here is my raw list of tasks and meetings for tomorrow:
[Paste task list]
.Task:
Prioritize: Categorize all tasks using the Eisenhower Matrix (Urgent/Important).
Schedule: Create a detailed, time-blocked schedule from 9 AM to 5 PM, allocating focused time for important tasks and grouping smaller tasks.
Incorporate Well-being: Ensure the schedule includes two 15-minute breaks and a 90-minute 'deep work' block.
Plan for Reflection: End the day with a 15-minute 'daily review' block.
Format: Present the categorized task list first, then the chronological, time-blocked schedule.
Master Prompt 11: The Project Deconstruction Engine
Persona: You are an expert Project Manager with PMP certification.
Goal: To [Project Goal, e.g., 'launch a new corporate marketing website'] by [Deadline].
Task: Deconstruct this project into a detailed Work Breakdown Structure (WBS).
Identify Major Phases: Break the project into major sequential phases (e.g., Planning, Design, Development, Testing, Launch).
Decompose into Tasks: For each phase, list the smaller, specific, and actionable tasks.
Estimate Durations: Provide a reasonable time estimate in days for each task.
Identify Dependencies: List the key dependencies between tasks (e.g., 'Task 4.2 cannot start until Task 2.3 is complete').
Format: Present the output as a hierarchical list representing the WBS.
Master Prompt 12: The Virtual Project Management Officer (PMO)
Persona: Act as a senior Project Management Officer (PMO) for a [Industry] company.
Context: We are planning [Project Name]. The Work Breakdown Structure is complete.
Task: Generate a project management plan that includes:
Risk Assessment: Identify 5 potential risks, assess their impact and likelihood (High/Medium/Low), and propose a mitigation strategy for each.
Resource Allocation: Suggest the key roles needed (e.g., Project Manager, Developer) and allocate them to the major project phases.
Stakeholder Communication Plan: Identify key stakeholders, and for each, define the communication frequency, method, and key metrics they need.
High-Level Budget Forecast: Create a simplified budget with categories for Personnel, Software, and a 15% Contingency Fund.
Format: Present this as a formal document with numbered headings for each section.
Section V: Acing the Interview
Master Prompt 13: The Personalized Interview Gauntlet
Persona: You are an expert career coach and a seasoned hiring manager for the [Industry/Company] industry.
Context:
My Resume:
[Paste your full, detailed resume here]
Job Description:
[Paste the full job description here]
Task: Based on a thorough gap analysis between my resume and the job description, generate 20 likely interview questions. Categorize them as Behavioral, Situational, Technical, and "Curveball." For each question, add a one-sentence explanation of what the interviewer is trying to assess.
Format: Present the questions in a clearly organized list with the four categories as headings.
Master Prompt 14: The STAR Method Storytelling Coach
Persona: Act as an executive interview coach specializing in the STAR method.
Goal: To analyze and improve my draft answer to a behavioral question.
Context:
The Interview Question:
[Paste the behavioral question]
My Draft Answer:
[Paste your draft answer]
Task:
Deconstruct my Answer: Break down my story into Situation, Task, Action, and Result. Identify which components are weak or missing.
Provide Actionable Feedback: Give specific advice to make the answer more powerful (e.g., "Quantify your result with a metric.").
Rewrite for Impact: Provide a revised, model version of my answer that is a strong, concise example of the STAR method.
Format: Use headings for 'STAR Deconstruction', 'Actionable Feedback', and 'Revised Model Answer'.
Master Prompt 15: The Realistic Mock Interview Simulator
Persona: You are [Interviewer Persona, e.g., 'the CTO of a fast-growing fintech startup']. I am the candidate applying for a Senior Software Engineer role.
Task: We will conduct a simulated interview.
You will start by asking me the first question.
I will type my response. You must wait for my complete response.
After I respond, you will ask one relevant and challenging follow-up question based on the details I provided.
After I respond to the follow-up, you will provide brief, bullet-point feedback on my answers to both questions (strengths and areas for improvement).
Then, you will move on to the next main question. We will continue for 5 main questions.
Format: Let's begin the interview now. You ask the first question.