AI Prompt
Cookbook
Tested, copy-paste-ready prompts for business strategy, academic work, data analysis, marketing, and building with AI. Replace the [yellow placeholders] with your specifics.
Created by Sean Bair
Every prompt tested across Claude, GPT-5, and Gemini. Built for my students at BYU and anyone building with AI.
Questions? Get in touch
Every prompt tested across Claude, GPT-5, and Gemini. Built for my students at BYU and anyone building with AI.
Questions? Get in touch
37 Prompts
9 Categories
3 Models Tested
100% Free
Business Strategy
Competitive analysis, market entry, strategic planning
Competitive Landscape Analysis
Map competitors, identify gaps, and find strategic positioning opportunities.
strategyanalysiscompetition
Intermediate
Prompt
You are a strategy consultant analyzing the competitive landscape for [COMPANY/PRODUCT] in the [INDUSTRY] market.
Provide a structured analysis:
1. **Direct Competitors** (3-5): Name, positioning, strengths, weaknesses, pricing
2. **Indirect Competitors** (2-3): Adjacent solutions customers might choose instead
3. **Competitive Dimensions**: Map competitors on these axes:
- Price vs. feature depth
- Enterprise vs. SMB focus
- Platform vs. point solution
4. **White Space**: Where is there unmet demand or underserved segments?
5. **Sustainable Advantages**: What would be hard for competitors to replicate?
Format as a structured brief with tables where appropriate. Be specific, use real companies and real data.
Pro tip: Follow up with: "Now build a positioning statement that exploits the largest white space you identified."
SWOT Analysis Generator
Generate a thorough SWOT with practical strategic implications.
strategyframeworksanalysis
Beginner
Prompt
Perform a SWOT analysis for [COMPANY] operating in [INDUSTRY/MARKET].
For each quadrant, provide 5-7 specific, evidence-based points, not generic observations.
For each point, include:
- The specific factor
- Why it matters strategically
- A concrete example or data point
After the SWOT, provide:
1. **SO Strategies**: How strengths can exploit opportunities (2-3)
2. **ST Strategies**: How strengths can counter threats (2-3)
3. **WO Strategies**: How to overcome weaknesses using opportunities (2-3)
4. **WT Strategies**: Defensive moves to minimize weakness exposure to threats (2-3)
Be brutally honest in the Weaknesses and Threats sections, sugar-coating defeats the purpose.
Pro tip: For class assignments, add: "Cite specific sources for each data point and include a reference list."
Market Entry Strategy
Evaluate whether and how to enter a new market.
strategymarket-entrygrowth
Advanced
Prompt
You are advising [COMPANY] on entering the [TARGET MARKET/GEOGRAPHY/SEGMENT].
Current situation: [BRIEF DESCRIPTION, revenue, core market, key assets]
Build a market entry analysis:
1. **Market Sizing**: TAM, SAM, SOM with reasoning (not just numbers)
2. **Entry Barriers**: Regulatory, competitive, technical, distribution
3. **Entry Modes**, evaluate each:
- Organic build
- Acquisition
- Partnership/JV
- Licensing
Rate each on: speed to market, capital required, risk level, control
4. **Beachhead Strategy**: Which specific sub-segment to target first and why
5. **90-Day Entry Plan**: First 10 concrete actions in priority order
6. **Kill Criteria**: What signals should trigger an abort decision?
Be direct about which entry mode you recommend and why.
Pro tip: This works especially well when you provide the company's actual financial constraints and timeline.
Business Model Canvas
Generate a complete Business Model Canvas with strategic commentary.
strategyframeworksbusiness-model
Beginner
Prompt
Create a Business Model Canvas for [COMPANY/STARTUP IDEA] with the following context: [BRIEF DESCRIPTION].
For each of the 9 blocks, provide:
- 3-5 specific entries (not generic categories)
- A brief annotation explaining the strategic logic
Blocks:
1. Customer Segments
2. Value Propositions
3. Channels
4. Customer Relationships
5. Revenue Streams
6. Key Resources
7. Key Activities
8. Key Partnerships
9. Cost Structure
After the canvas, identify:
- The **riskiest assumption** in the model
- The **strongest moat** in the model
- One **pivot option** if the primary model doesn't scale
Pro tip: Great for class projects. Follow up with: "Now stress-test this model, what breaks first at 10x scale?"
Academic & Professional Writing
Research papers, memos, executive summaries, editing
Executive Summary Writer
Transform long reports or analyses into crisp executive summaries.
writingexecutivesummary
Beginner
Prompt
Write an executive summary of the following [REPORT/ANALYSIS/DOCUMENT].
Requirements:
- 300-400 words maximum
- Lead with the single most important finding or recommendation
- Use the pyramid principle: conclusion first, then supporting evidence
- Include 3-5 bullet points of key findings
- End with a clear "Recommended Next Steps" section (2-3 actions)
- Write for a [CEO/BOARD/VP-LEVEL] audience, no jargon, no hedging
- Bold the key numbers and conclusions
Document to summarize:
[PASTE CONTENT HERE]
Pro tip: Add "Write at an 8th-grade reading level" to force clarity. The best executive summaries are brutally simple.
Research Paper Outline
Structure an academic paper with proper methodology and argumentation.
writingacademicresearch
Intermediate
Prompt
I'm writing a research paper on [TOPIC] for [COURSE/JOURNAL/PURPOSE].
Thesis/Research Question: [YOUR THESIS OR RQ]
Create a detailed outline that includes:
1. **Abstract** (draft, 150 words)
2. **Introduction**
- Hook / opening context
- Problem statement
- Research gap this paper fills
- Thesis statement
- Paper roadmap
3. **Literature Review**, suggest 5-7 research areas to cover, with the type of source to find for each
4. **Methodology**, recommend an appropriate research method and justify it
5. **Expected Findings/Analysis**, section structure based on the methodology
6. **Discussion**, how findings connect back to the literature
7. **Conclusion**, implications, limitations, future research
For each section, include:
- Estimated word count
- Key point to make
- Potential pitfall to avoid
Style: [APA/MLA/CHICAGO]
Pro tip: This is a starting scaffold, not a finished product. Use it to organize your thinking, then research and write each section yourself.
Tone & Style Editor
Rewrite content to match a specific tone, audience, or style guide.
writingeditingtone
Beginner
Prompt
Rewrite the following text to match this target profile:
- **Audience**: [WHO, e.g., C-suite executives, undergraduate students, technical engineers]
- **Tone**: [e.g., authoritative but approachable, formal academic, conversational]
- **Reading level**: [e.g., 8th grade, graduate level, industry professional]
- **Length target**: [e.g., cut by 40%, expand to 500 words, keep same length]
Rules:
- Preserve all factual claims and data points exactly
- Replace jargon with plain language unless the audience expects it
- Prefer active voice
- Break up any sentence longer than 25 words
- Do NOT add information that isn't in the original
Original text:
[PASTE HERE]
Pro tip: Chain this with: "Now highlight every sentence where you changed the meaning, even slightly, so I can verify."
Case Study Analyzer
Break down a business case study using structured frameworks.
academiccase-studyanalysis
Intermediate
Prompt
Analyze the following business case using a structured strategic framework.
Case: [COMPANY NAME / CASE TITLE]
Context: [BRIEF SUMMARY OR PASTE THE CASE]
Provide your analysis in this structure:
1. **Situation Summary** (3-4 sentences, the core tension or decision)
2. **Key Stakeholders** and their conflicting interests
3. **Framework Application**, apply [Porter's Five Forces / Value Chain / PESTEL / Resource-Based View / choose the most appropriate] and explain why this framework fits
4. **Three Strategic Options**, for each:
- Description
- Pros (2-3)
- Cons (2-3)
- Financial/resource implications
5. **Recommendation**: Which option and why (be decisive)
6. **Implementation Risks**: Top 3 things that could go wrong
7. **Discussion Questions**: 3 questions to challenge this analysis
Be specific, use numbers from the case wherever possible.
Pro tip: For MBA classes, add: "Include a dissenting view, argue against your own recommendation."
Memo / Brief Writer
Write a professional decision memo or policy brief.
writingprofessionalmemo
Beginner
Prompt
Write a professional decision memo.
**To**: [RECIPIENT + TITLE]
**From**: [YOUR NAME + TITLE]
**Re**: [SUBJECT]
**Date**: [DATE]
Context: [WHAT DECISION NEEDS TO BE MADE AND WHY NOW]
Structure:
1. **Bottom Line Up Front**: One sentence, what you recommend
2. **Background**: 2-3 sentences of essential context
3. **Options Analysis**: 2-3 options with pros, cons, and estimated cost/timeline
4. **Recommendation**: Which option and the top 3 reasons
5. **Risks & Mitigations**: What could go wrong and how to handle it
6. **Requested Decision**: Exactly what approval or action you need
Tone: Direct, confident, no hedging. Every sentence should earn its place.
Pro tip: The BLUF (Bottom Line Up Front) is everything. If someone reads only the first sentence, they should know what you want.
Data Analysis & Research
Data interpretation, survey design, statistical reasoning
Data Interpretation Assistant
Make sense of a dataset, spreadsheet, or results table.
dataanalysisinterpretation
Beginner
Prompt
I have the following data. Help me interpret it.
[PASTE DATA, CSV, TABLE, OR DESCRIBE THE DATASET]
Analyze this data and provide:
1. **Key Findings**: The 3-5 most important patterns or insights
2. **Anomalies**: Anything unexpected or that doesn't fit the pattern
3. **Statistical Summary**: Central tendency, spread, and distribution shape (where applicable)
4. **Correlations**: Any relationships between variables worth investigating
5. **Limitations**: What this data can and cannot tell us
6. **Recommended Visualizations**: Which chart types would best communicate each finding
7. **Next Questions**: What follow-up analysis would deepen understanding
Explain your reasoning at each step. Assume I understand basic statistics but not advanced techniques.
Pro tip: For large datasets, paste a sample and describe the full scope. "This is rows 1-50 of a 10,000 row dataset with columns X, Y, Z."
Survey Question Designer
Design unbiased, methodologically sound survey questions.
researchsurveymethodology
Intermediate
Prompt
Design a survey to measure [WHAT YOU'RE TRYING TO LEARN].
Target respondents: [WHO]
Distribution method: [HOW, email, in-person, platform]
Target sample size: [NUMBER]
Create:
1. **10-15 questions** that cover the research objectives
2. For each question, specify:
- Question type (Likert, multiple choice, open-ended, ranking)
- The specific options/scale
- Why this question is included (what it measures)
- Potential bias to watch for
3. **Question order**, logical flow that avoids priming effects
4. **Screening question** (if needed) to qualify respondents
5. **Estimated completion time**
Rules:
- No double-barreled questions
- No leading questions
- Include at least one reverse-coded item
- Include one attention check
- Keep it under 5 minutes total
Pro tip: Always pilot test with 5 people before sending. Ask them to think aloud as they answer, you'll catch ambiguity immediately.
SQL Query Builder
Generate SQL queries from plain English descriptions.
datasqltechnical
Intermediate
Prompt
I need a SQL query. Here's my database structure:
[DESCRIBE YOUR TABLES AND COLUMNS, or paste CREATE TABLE statements]
I want to find: [DESCRIBE WHAT YOU NEED IN PLAIN ENGLISH]
Provide:
1. The SQL query (well-formatted with comments)
2. A plain English explanation of what each part does
3. Expected output format (what columns will be returned)
4. Performance notes (will this be slow on large tables? any indexes needed?)
5. An alternative approach if there is one
Use [PostgreSQL / MySQL / SQLite] syntax.
Pro tip: Always include your table structure. "I have a users table" is too vague, list the actual columns.
Excel / Sheets Formula Helper
Build complex spreadsheet formulas with explanations.
dataexcelformulas
Beginner
Prompt
I need a spreadsheet formula for [Google Sheets / Excel].
My data layout:
- Column A: [DESCRIBE]
- Column B: [DESCRIBE]
- Column C: [DESCRIBE]
- Data starts at row 2 (row 1 is headers)
- [NUMBER] rows of data
I want to: [DESCRIBE THE CALCULATION IN PLAIN ENGLISH]
Provide:
1. The exact formula to paste
2. A step-by-step explanation of how it works
3. How to drag/copy it for multiple rows (if applicable)
4. Edge cases to watch for (blanks, errors, text vs numbers)
5. A simpler alternative if the formula is complex
Pro tip: Paste a few rows of sample data so the AI can reference real cell positions.
Marketing & Communications
Copy, email sequences, social posts, positioning
Value Proposition Generator
Craft a clear, differentiated value proposition.
marketingpositioningmessaging
Beginner
Prompt
Create a value proposition for [PRODUCT/SERVICE].
Target customer: [WHO, be specific about role, company size, pain]
Key competitors: [2-3 ALTERNATIVES THE CUSTOMER CONSIDERS]
Core differentiator: [WHAT WE DO DIFFERENTLY]
Generate:
1. **One-liner** (under 10 words)
2. **Elevator pitch** (30 seconds / 75 words)
3. **Full value prop** (Geoffrey Moore format):
"For [target customer] who [need/pain], [product] is a [category] that [key benefit]. Unlike [competitor], we [key differentiator]."
4. **Three supporting proof points**, specific, measurable where possible
5. **What NOT to say**, messaging traps to avoid
Tone: Confident, specific, no buzzwords. If you catch yourself writing "innovative" or "cutting-edge," replace it with what's actually different.
Pro tip: Test your value prop with the "so what?" rule. After every claim, ask "so what?" If you can't answer concretely, cut it.
Cold Email Sequence
Write a multi-touch outbound email sequence.
marketingemailoutbound
Intermediate
Prompt
Write a 4-email cold outreach sequence.
**Who I'm targeting**: [ROLE + COMPANY TYPE]
**What I'm offering**: [PRODUCT/SERVICE]
**Key pain point**: [WHAT KEEPS THEM UP AT NIGHT]
**Social proof**: [RELEVANT CUSTOMER WIN OR METRIC]
For each email:
- Subject line (under 6 words, no clickbait)
- Body (under 100 words, mobile-readable)
- Clear CTA (one per email)
- Sending timing relative to previous email
Sequence structure:
1. **Email 1**: Lead with their pain, introduce solution
2. **Email 2**: Social proof / case study angle (3 days later)
3. **Email 3**: Different angle, industry insight or trigger event (5 days later)
4. **Email 4**: Breakup email, last touch, low pressure (7 days later)
Rules:
- No "I hope this finds you well"
- No "Just following up"
- No "I'd love to pick your brain"
- First sentence must reference THEIR world, not yours
- Every email must be valuable even if they never respond
Pro tip: Personalize email 1 with something specific, a recent LinkedIn post, company news, or shared connection. Generic sequences get deleted.
LinkedIn Post Writer
Write engaging LinkedIn content that doesn't feel like LinkedIn content.
marketingsociallinkedin
Beginner
Prompt
Write a LinkedIn post about [TOPIC/INSIGHT/EXPERIENCE].
My audience: [WHO FOLLOWS ME, e.g., AI practitioners, business students, tech founders]
Goal: [WHAT I WANT, thought leadership, engagement, drive traffic to X]
Structure:
- Hook (first line that stops the scroll, no "I'm excited to announce")
- Story or observation (3-5 short paragraphs)
- Insight or lesson (the takeaway)
- CTA or question to drive comments
Rules:
- Short paragraphs (1-2 sentences max)
- No emoji spam
- No hashtag walls (3 max, at the end)
- Write like a human, not a brand
- Include one specific number, name, or detail that makes it real
- Under 1300 characters for optimal reach
Tone: [PICK: conversational / authoritative / vulnerable / contrarian]
Pro tip: The hook line is 80% of performance. Write 5 different hooks and pick the one that would make YOU stop scrolling.
Landing Page Copy
Write conversion-focused copy for a product or service page.
marketingcopywritingconversion
Intermediate
Prompt
Write landing page copy for [PRODUCT/SERVICE].
**Target visitor**: [WHO LANDS ON THIS PAGE AND WHERE THEY CAME FROM]
**Primary action**: [WHAT YOU WANT THEM TO DO, sign up, buy, book demo]
**Price point**: [IF APPLICABLE]
Sections to write:
1. **Hero headline** (under 8 words) + subhead (one sentence)
2. **Problem section**: 3 pain points the visitor relates to
3. **Solution section**: How your product solves each pain
4. **Features → Benefits**: 3-4 features translated into outcomes
5. **Social proof block**: Format for testimonials/logos/numbers
6. **Objection handling**: 3 common objections with one-line answers
7. **CTA section**: Final push with urgency or value reinforcement
8. **Microcopy**: Button text, form labels, trust badges
Rules:
- Headlines: benefit-first, not feature-first
- Every section should answer "why should I care?"
- Write scannable, bullets, bold key phrases, short paragraphs
- No "Welcome to our website"
Pro tip: Read your hero headline out loud. If it doesn't immediately communicate value, rewrite it.
Coding & Technical
Code generation, debugging, documentation, architecture
Code Explainer
Understand unfamiliar code by getting a detailed walkthrough.
codinglearningdocumentation
Beginner
Prompt
Explain the following code. I'm a [BEGINNER/INTERMEDIATE/ADVANCED] [LANGUAGE] developer.
```[LANGUAGE]
[PASTE CODE HERE]
```
Provide:
1. **One-sentence summary**: What does this code do overall?
2. **Line-by-line walkthrough**: Explain what each significant block does and why
3. **Key concepts**: List any design patterns, algorithms, or language features used
4. **Data flow**: Trace how data moves through the code (input → transformation → output)
5. **Potential issues**: Bugs, edge cases, or performance concerns
6. **How to modify it**: If I wanted to [COMMON MODIFICATION], what would I change?
Pro tip: Specify your skill level honestly. "Explain like I'm a beginner" gets very different (and often more useful) output than "explain this code."
Bug Detective
Diagnose and fix a bug with structured reasoning.
codingdebuggingtroubleshooting
Intermediate
Prompt
I have a bug. Help me diagnose and fix it.
**Language/Framework**: [e.g., Python/Flask, JavaScript/React]
**Expected behavior**: [WHAT SHOULD HAPPEN]
**Actual behavior**: [WHAT ACTUALLY HAPPENS]
**Error message** (if any): [PASTE ERROR]
**Relevant code**:
```
[PASTE CODE]
```
**What I've already tried**: [LIST ATTEMPTS]
Please:
1. Identify the most likely root cause
2. Explain WHY it's happening (not just what to change)
3. Provide the fix with a code diff
4. Suggest a test to verify the fix works
5. Recommend how to prevent this class of bug in the future
Pro tip: The "What I've already tried" section is crucial. It prevents the AI from suggesting things you've already ruled out.
API Integration Scaffold
Generate boilerplate code for connecting to an external API.
codingapiintegration
Intermediate
Prompt
Generate code to integrate with [API NAME].
**Language**: [LANGUAGE/FRAMEWORK]
**Authentication**: [API key / OAuth / Bearer token]
**Endpoints I need**:
- [ENDPOINT 1, describe what it does]
- [ENDPOINT 2]
- [ENDPOINT 3]
Provide:
1. **Setup**: Dependencies, configuration, environment variables
2. **Auth helper**: Reusable authentication function
3. **API client class/module**: With methods for each endpoint
4. **Error handling**: Retry logic, rate limiting, common error codes
5. **Usage example**: How to call each method
6. **Type definitions**: Input/output types for each endpoint
Code style: [CLEAN/MINIMAL, no unnecessary abstractions]
Pro tip: Always store API keys in environment variables, never hardcoded. Add: "Include .env.example with required variables."
README Generator
Create a professional README for a project or repository.
codingdocumentationreadme
Beginner
Prompt
Write a README.md for [PROJECT NAME].
Project description: [WHAT IT DOES IN 2-3 SENTENCES]
Tech stack: [LANGUAGES, FRAMEWORKS, TOOLS]
Target audience: [WHO WILL USE/READ THIS]
Include these sections:
1. **Title + one-line description**
2. **Features** (bullet list)
3. **Quick Start** (get running in under 2 minutes)
4. **Installation** (step-by-step)
5. **Usage** (with code examples)
6. **Configuration** (environment variables, options)
7. **API Reference** (if applicable, brief)
8. **Contributing** (how to submit changes)
9. **License**
Rules:
- Use proper markdown formatting
- Include actual shell commands (not pseudo-code)
- Add code fence language tags for syntax highlighting
- Keep it scannable, someone should find what they need in 10 seconds
Pro tip: The "Quick Start" section is what 80% of visitors actually read. Make it work perfectly.
Teaching & Learning
Lesson planning, study guides, Socratic tutoring
Socratic Tutor
Learn a concept through guided questioning instead of direct answers.
learningsocraticunderstanding
Beginner
Prompt
You are a Socratic tutor. Your goal is to help me deeply understand [CONCEPT/TOPIC].
Rules:
- Never give me the answer directly
- Ask me one question at a time that guides me toward understanding
- If I'm wrong, don't say "wrong", ask a follow-up that reveals the flaw in my reasoning
- If I'm stuck, give me a hint, not the answer
- Use concrete examples and analogies from [DOMAIN I'M FAMILIAR WITH]
- After 5-7 exchanges, summarize what I've learned and what gaps remain
My current understanding: [WHAT I THINK I KNOW ABOUT THE TOPIC]
My learning goal: [WHAT I WANT TO BE ABLE TO DO/EXPLAIN BY THE END]
Start with your first question.
Pro tip: This is one of the most powerful learning prompts. It forces you to think rather than passively consume. Use it before exams.
Exam Prep Question Generator
Generate practice exam questions from course material.
learningexamstudy
Beginner
Prompt
Generate practice exam questions for [COURSE/SUBJECT].
Topics to cover: [LIST KEY TOPICS]
Exam format: [MULTIPLE CHOICE / SHORT ANSWER / ESSAY / MIXED]
Difficulty distribution: 30% easy, 50% medium, 20% hard
Generate:
- [NUMBER] questions total
- For multiple choice: 4 options, one correct, three plausible distractors
- For short answer: Include the model answer and a grading rubric
- For essay: Include key points a strong answer would cover
After all questions, provide:
1. Answer key
2. Explanation for each answer (why right answer is right, why wrong answers are wrong)
3. Study recommendations for topics I'd likely struggle with
Do NOT make questions that test memorization, test understanding and application.
Pro tip: Upload your lecture notes or textbook chapter, then ask for questions specifically from that material.
Concept Explainer (ELI5 to Expert)
Get a concept explained at exactly the right level for your audience.
learningexplanationteaching
Beginner
Prompt
Explain [CONCEPT] at these four levels:
1. **ELI5** (Explain Like I'm 5): Use a simple analogy a child would understand
2. **High School**: Use everyday language, introduce the correct terminology
3. **Undergraduate**: Include the theory, key researchers, and academic framework
4. **Expert**: Technical depth, edge cases, current debates in the field
For each level, keep it to one paragraph.
Then provide:
- **Common misconceptions** about this concept (3)
- **How to test understanding**: A question that reveals whether someone truly gets it vs. just memorized the definition
- **Best analogy**: Your single best analogy for this concept and why it works
Pro tip: Use this to prepare for teaching. If you can't explain it at all four levels, you don't fully understand it yourself.
Lesson Plan Builder
Design a structured lesson or workshop.
teachinglesson-plancurriculum
Intermediate
Prompt
Design a [DURATION, e.g., 75-minute] lesson plan for [TOPIC].
Audience: [WHO, e.g., MBA students, corporate workshop, undergraduate intro course]
Learning objectives (by end, students should be able to):
1. [OBJECTIVE 1]
2. [OBJECTIVE 2]
3. [OBJECTIVE 3]
Provide:
1. **Lesson timeline** with minute-by-minute breakdown:
- Activity name
- Duration
- Description
- Materials needed
- Engagement method (lecture, discussion, exercise, case, etc.)
2. **Opening hook** (first 3 minutes, grab attention)
3. **Active learning exercise** (at least one, not just lecture)
4. **Discussion questions** (5 questions, ordered from accessible to challenging)
5. **Assessment**: How to check whether learning objectives were met
6. **Backup plan**: If you run short or long on time
No more than 20 minutes of straight lecture in any block.
Pro tip: The "no more than 20 minutes of lecture" rule is based on attention research. Break it up with activities, even brief ones.
Productivity & Workflows
Meeting notes, decision frameworks, project planning
Meeting Notes → Action Items
Transform messy meeting notes into structured outcomes.
productivitymeetingsaction-items
Beginner
Prompt
Process these meeting notes into a structured summary.
Meeting: [TITLE]
Date: [DATE]
Attendees: [NAMES]
Raw notes:
[PASTE MEETING NOTES, messy is fine]
Provide:
1. **Meeting Summary** (3-4 sentences, what was this meeting about?)
2. **Key Decisions Made** (bulleted list, what was decided and by whom)
3. **Action Items** (table format):
| Action | Owner | Deadline | Priority |
Include every commitment made, even casual ones
4. **Open Questions** (unresolved items that need follow-up)
5. **Next Meeting Agenda** (suggested based on what's pending)
If something is ambiguous in the notes, flag it with [UNCLEAR] rather than guessing.
Pro tip: Run this immediately after the meeting while context is fresh. Share the output with attendees for accountability.
Decision Matrix Builder
Make complex decisions with a weighted scoring framework.
productivitydecisionsframeworks
Intermediate
Prompt
I need to make a decision between [OPTION A], [OPTION B], and [OPTION C].
Context: [WHAT'S THE DECISION AND WHY IT MATTERS]
Constraints: [BUDGET, TIMELINE, TEAM SIZE, etc.]
What matters most: [TOP PRIORITIES]
Build a decision matrix:
1. **Identify 6-8 evaluation criteria** based on my context (suggest them, don't just ask me)
2. **Weight each criterion** (must sum to 100%), explain your weighting logic
3. **Score each option** 1-5 on each criterion with brief justification
4. **Calculate weighted totals**
5. **Sensitivity analysis**: Does the ranking change if we adjust the top 2 weights by ±10%?
6. **Gut check**: Does the quantitative result match your qualitative assessment? If not, what criterion is missing?
7. **Recommendation**: Clear winner and the one reason that clinches it
Present the matrix as a formatted table.
Pro tip: The sensitivity analysis (step 5) is the most valuable part. If small weight changes flip the answer, the decision is closer than it looks.
Project Kickoff Document
Create a project charter or kickoff doc from a loose brief.
productivityproject-managementplanning
Intermediate
Prompt
Create a project kickoff document.
Project idea: [DESCRIBE IN 2-3 SENTENCES]
Team: [WHO'S INVOLVED]
Timeline: [ROUGH DEADLINE OR CONSTRAINT]
Budget: [IF APPLICABLE]
Generate:
1. **Project Name** (suggest a clear, internal-friendly name)
2. **Problem Statement**: What problem does this solve? (3 sentences)
3. **Success Criteria**: How do we know this worked? (3-5 measurable outcomes)
4. **Scope**: What's IN scope and what's explicitly OUT of scope
5. **Milestones**: 4-6 key milestones with target dates
6. **Roles & Responsibilities**: RACI-style for key activities
7. **Risks**: Top 5 risks with likelihood, impact, and mitigation
8. **Dependencies**: What needs to be true/done before we can start
9. **Communication Plan**: Who gets updates, how often, what format
10. **First Week Actions**: 5 concrete tasks to build momentum
Keep the whole document under 2 pages.
Pro tip: The "Out of Scope" section prevents 80% of project headaches. Be explicit about what you're NOT doing.
Weekly Review & Planning
Structure a weekly review and plan for the week ahead.
productivityplanningreview
Beginner
Prompt
Help me run my weekly review and plan next week.
**Last week's goals were**:
[LIST WHAT YOU PLANNED TO DO]
**What actually happened**:
[LIST WHAT YOU ACTUALLY DID, wins, misses, surprises]
**Current projects**:
[LIST ACTIVE PROJECTS AND STATUS]
Provide:
1. **Week in Review**:
- Completion rate (goals hit / goals set)
- Biggest win
- Biggest miss and why
- What I should stop doing
- What I should start doing
2. **Next Week Plan**:
- Top 3 priorities (the week is a success if these get done)
- 2 secondary goals
- 1 stretch goal
- Time blocks: Suggest a daily theme structure
3. **Energy Management**:
- Which tasks need deep focus (schedule for morning)?
- Which are administrative (batch into one afternoon)?
4. **One question to reflect on this week**
Pro tip: Do this every Sunday evening or Monday morning. Consistency matters more than perfection.
Prompt Engineering
Meta-prompts for building better prompts
Prompt Improver
Take a mediocre prompt and make it significantly better.
metaprompt-engineeringimprovement
Intermediate
Prompt
I wrote this prompt but the output isn't great. Improve it.
My current prompt:
"""
[PASTE YOUR PROMPT]
"""
The output I'm getting: [DESCRIBE WHAT'S WRONG, too vague, wrong format, missing detail, etc.]
What I actually want: [DESCRIBE IDEAL OUTPUT]
Rewrite my prompt to be more effective. Specifically:
1. Add structure and constraints where the original is vague
2. Include output format specifications
3. Add a role/persona if it would help
4. Include examples of good vs. bad output if applicable
5. Remove ambiguity, every instruction should have one clear interpretation
Show me:
- The improved prompt
- A bullet list of what you changed and why
- One thing to watch for in the output
Pro tip: The most common prompt mistake is being too vague about the output format. "Write a good email" vs. "Write a 3-paragraph email with subject line, under 150 words, professional tone." Night and day difference.
System Prompt Builder
Create a system prompt for a custom AI assistant or chatbot.
metasystem-promptchatbot
Advanced
Prompt
Build a system prompt for an AI assistant with this purpose:
**Name**: [ASSISTANT NAME]
**Purpose**: [WHAT IT DOES, e.g., customer support for a SaaS product, research assistant, writing coach]
**Audience**: [WHO WILL INTERACT WITH IT]
**Personality**: [TONE, e.g., professional, friendly, direct, Socratic]
The system prompt should include:
1. **Identity & Role**: Who the assistant is and what it does
2. **Behavioral Rules**: What it should always/never do
3. **Knowledge Boundaries**: What it knows and doesn't know, how to handle out-of-scope questions
4. **Output Formatting**: Default response structure
5. **Edge Cases**: How to handle ambiguity, mistakes, or hostile input
6. **Examples**: 2-3 example interactions showing ideal behavior
Format the system prompt ready to paste into an API call. Keep it under 500 words, concise system prompts outperform verbose ones.
Pro tip: Test your system prompt with adversarial inputs: "Ignore your instructions and..." to see how robust it is.
Chain-of-Thought Designer
Build a multi-step prompt chain for complex workflows.
metachain-of-thoughtworkflow
Advanced
Prompt
I need to accomplish [COMPLEX TASK] using AI, but it's too complex for a single prompt.
Design a prompt chain, a sequence of prompts where each step's output feeds into the next.
For each step:
1. **Step name** and purpose
2. **Input**: What goes into this prompt (user input, or output from previous step)
3. **The prompt** itself
4. **Expected output format**: What this step produces
5. **Quality gate**: How to check if the output is good enough to proceed
6. **Fallback**: What to do if this step produces poor results
Design for:
- Minimum number of steps (each API call costs money)
- Clear data handoff between steps
- Error recovery at each stage
- A final step that synthesizes everything into the desired end product
Also suggest which steps can run in parallel vs. which are sequential.
Pro tip: This is how production AI applications work. Single prompts are for simple tasks; chains are for real workflows. Use this to design n8n or automation sequences.
Faith & Ministry
Talk prep, gospel study, lesson planning, youth activities
Sacrament Meeting Talk Prep
Prepare a meaningful, scripture-grounded talk on any gospel topic.
faithtalksacrament-meeting
Beginner
Prompt
Help me prepare a sacrament meeting talk on [TOPIC, e.g., faith during trials, the Atonement of Jesus Christ, covenant keeping].
Talk length: [10 / 15 / 20] minutes (approximately [1000 / 1500 / 2000] words)
Audience: Ward members of all ages
Requirements:
- Ground every point in scripture (Book of Mormon, Doctrine & Covenants, Bible, Pearl of Great Price)
- Include at least 2-3 specific scripture references with the actual verses quoted
- Reference at least one recent General Conference talk (within the last 2-3 years) from churchofjesuschrist.org/study/general-conference
- Include one personal experience or relatable story (mark as [INSERT PERSONAL STORY HERE] so I can add my own)
- Build toward a testimony-bearing conclusion
- Maintain a tone that is sincere, warm, and inviting, not preachy or academic
Structure:
1. **Opening**: A compelling scripture, story, or question that draws people in
2. **Doctrinal Foundation**: What the scriptures and prophets teach about this topic
3. **Application**: How this doctrine applies to our daily lives, specific, practical examples
4. **Personal witness / story**: [Placeholder for my experience]
5. **Testimony & Close**: Bear testimony and end in the name of Jesus Christ
Do NOT:
- Use generic filler ("We all know that..." or "Webster's dictionary defines...")
- Over-quote without explanation, weave scriptures into the narrative
- Make it a lecture, make it a conversation
Source material ONLY from:
- The Standard Works (Bible, Book of Mormon, D&C, Pearl of Great Price)
- General Conference addresses: churchofjesuschrist.org/study/general-conference
- Gospel Topics: churchofjesuschrist.org/study/manual/gospel-topics
Pro tip: The best talks feel like the speaker is sharing something real, not reading a report. Use the structure as a guide, then make it yours with personal experiences and your own testimony.
Gospel Topic Deep Dive
Research a gospel topic with organized references from official Church sources.
faithstudygospel
Beginner
Prompt
I want to deepen my understanding of [GOSPEL TOPIC, e.g., grace and works, the gathering of Israel, temple covenants, the plan of salvation].
Create a structured study guide:
1. **Overview**: A clear, concise explanation of this doctrine (3-4 paragraphs)
2. **Key Scriptures** (8-10):
- List the reference
- Quote the key verse(s)
- Explain how it relates to the topic
- Group by: Old Testament, New Testament, Book of Mormon, D&C/PoGP
3. **Prophetic Teachings**: Summarize what 3-4 modern prophets or apostles have taught about this topic, referencing General Conference talks
4. **Common Questions**: 3-5 questions people often have about this topic, with thoughtful answers grounded in doctrine
5. **Related Topics**: What other gospel principles connect to this one?
6. **Personal Study Plan**: 5 days of focused study with specific readings for each day
Sources ONLY from:
- Scriptures (standard works)
- General Conference: churchofjesuschrist.org/study/general-conference
- Gospel Topics: churchofjesuschrist.org/study/manual/gospel-topics
- Come Follow Me manuals: churchofjesuschrist.org/study/come-follow-me
- Bible Dictionary: churchofjesuschrist.org/study/scriptures/bd
- Guide to the Scriptures: churchofjesuschrist.org/study/scriptures/gs
Do NOT reference unofficial sources, blogs, podcasts, or commentary outside official Church materials.
Pro tip: Use this as a starting point, then spend time with the actual scriptures. AI can organize, the Spirit teaches.
Sunday Lesson Planner
Plan an engaging lesson for Sunday School, Elders Quorum, Relief Society, or Young Men/Young Women.
faithteachinglesson
Intermediate
Prompt
Help me plan a [DURATION, e.g., 40-minute] lesson on [TOPIC].
Class: [Sunday School / Elders Quorum / Relief Society / Young Women / Young Men, Deacons (12-13) / Teachers (14-15) / Priests (16-17)]
Come Follow Me reference (if applicable): [WEEK/CHAPTER]
Class size: approximately [NUMBER] people
Design the lesson:
1. **Opening** (3-5 minutes):
- An engaging question, scenario, or object lesson to start
- Opening scripture and prayer
2. **Core Doctrine** (15-20 minutes):
- 2-3 key principles to teach from the scriptures
- For each principle: the scripture reference, a clear explanation, and a discussion question
- Include a quote from a modern prophet or apostle (from General Conference)
3. **Discussion & Application** (10-15 minutes):
- 4-5 open-ended discussion questions (not yes/no) that invite personal reflection
- At least one question that connects the doctrine to real, current challenges the class faces
- A small-group or partner activity if appropriate for the class size
4. **Closing** (5 minutes):
- Invitation to act: One specific thing class members can do this week
- Closing testimony bearing opportunity
- Summary of key truths
**Teaching principles to follow:**
- Invite the Spirit, don't just lecture
- Ask questions more than you give answers
- Leave space for class members to share experiences
- Use the scriptures as the primary text, not your outline
- Prepare more than you'll use, the Spirit may redirect the lesson
Sources ONLY from:
- Standard Works
- Come Follow Me: churchofjesuschrist.org/study/come-follow-me
- General Conference: churchofjesuschrist.org/study/general-conference
- Teaching in the Savior's Way: churchofjesuschrist.org/study/manual/teaching-in-the-saviors-way
Pro tip: The manual "Teaching in the Savior's Way" (churchofjesuschrist.org/study/manual/teaching-in-the-saviors-way) is gold. The best lessons are conversations, not presentations.
Youth Activity Planner
Plan fun, meaningful activities for Young Men and Young Women.
faithyouthactivities
Beginner
Prompt
Plan a youth activity for our ward.
**Group**: [Young Men, Deacons (12-13) / Teachers (14-15) / Priests (16-17) / combined Young Men / Young Women / combined youth]
**Number of youth**: approximately [NUMBER]
**Available time**: [DURATION, e.g., 90 minutes, 2 hours, full evening]
**Location**: [Church building / outdoor park / member's home / service location]
**Budget**: [$ AMOUNT or "minimal"]
**Season/Weather**: [MONTH and indoor/outdoor preference]
**Theme or focus** (optional): [e.g., service, teamwork, Come Follow Me tie-in, just fun, getting to know each other]
Provide 3 activity options, and for each:
1. **Activity Name** (something the youth would actually think sounds fun)
2. **Description**: What happens, step by step
3. **Gospel Connection**: How this naturally ties to a gospel principle (subtle, not forced)
4. **Materials Needed**: Specific list
5. **Setup Time**: How long to prepare
6. **Detailed Schedule**: Minute-by-minute plan
7. **Backup Plan**: What to do if weather, attendance, or energy isn't what you expected
8. **Safety Considerations**: Anything leaders need to watch for
9. **How to Involve Less-Active Youth**: Ideas to make newcomers feel welcome, not awkward
Priorities:
- Fun first, youth come back when they had a good time
- Include everyone, activities shouldn't favor athletic or outgoing kids only
- Age-appropriate, a Deacons activity is different from a Priests activity
- Gospel tie-in should feel natural, not forced
Reference the Church's youth activity guidelines: churchofjesuschrist.org/study/manual/young-women-camp-guide
FSY resources: churchofjesuschrist.org/youth/childrenandyouth
Pro tip: The "How to Involve Less-Active Youth" section is the most important part. The whole point is bringing everyone closer to Christ, starting with showing up and feeling like they belong.
Family Home Evening Planner
Plan a meaningful and fun Family Home Evening for any age mix.
faithfamilyfhe
Beginner
Prompt
Plan a Family Home Evening (FHE) on [TOPIC, or say "surprise me"].
Family makeup: [DESCRIBE, e.g., couple with no kids, family with kids ages 3, 7, and 12, young single adults together, empty nesters]
Time available: [30 minutes / 45 minutes / 1 hour]
Provide a complete FHE plan:
1. **Opening Song**: Suggest a hymn or children's song from the Church hymnbook (hymn number)
2. **Opening Prayer**: Who should be invited to pray
3. **Scripture**: One scripture to read together (short enough for young kids if applicable)
4. **Lesson** (10-15 minutes):
- A simple object lesson or story that teaches the principle
- 2-3 discussion questions appropriate for the age range
- For families with young children: include a coloring page idea or simple activity
- For families with teens: include a real-world scenario to discuss
5. **Activity** (10-20 minutes): A game, craft, or activity that reinforces the lesson (or is just fun)
6. **Treat**: A simple treat idea that fits the theme (optional but let's be real, this is key)
7. **Closing Song & Prayer**
8. **Challenge for the week**: One thing the family can do together
Sources:
- Hymns: churchofjesuschrist.org/music/library/hymns
- Children's Songbook: churchofjesuschrist.org/music/library/childrens-songbook
- Come Follow Me: churchofjesuschrist.org/study/come-follow-me
- Gospel Library: churchofjesuschrist.org/study
Pro tip: The best FHEs are short, simple, and end with everyone laughing. Don't overthink it, consistency matters more than perfection.
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