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Prompt Engineering · · 42 min read · Updated

AI Prompt Library: 200+ Ready-to-Use Templates (2026)

Free collection of 200+ AI prompts for ChatGPT, Claude, and Gemini. Copy-paste templates for writing, coding, business, and more—organized by category.

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I keep a personal collection of prompts that I’ve refined over months of daily AI use. Every time I find one that works really well, I save it. This article is that collection—organized, explained, and ready for you to copy.

These prompts work with ChatGPT, Claude, Gemini, and most other AI assistants. Some are simple one-liners. Others are structured templates with placeholders you’ll fill in. All of them have been tested and produce consistently good results.

Here’s how to use this library: Find a category relevant to your task, pick a prompt, customize it with your specifics, and use it. That’s it. No need to read everything—jump to what you need.

If you want to understand why these prompts work and how to write your own, check out our prompt engineering guide. For role-based prompting techniques, see our role prompting guide. But if you just want prompts that work right now, keep scrolling.

Getting Maximum Value from These Prompts

This library is organized by use case, not by difficulty. Each prompt includes placeholders in [BRACKETS] that you replace with your specific content. A few tips before you start:

Start with One Category. Pick the section most relevant to your immediate needs. Master those prompts before exploring others.

Track What Works. When a prompt produces great results, save it to your own collection with notes about what made it effective.

Iterate Fast. These prompts are optimized starting points, not final products. Run them, evaluate the output, and refine as needed. The best results come from 2-3 rounds of iteration. You can also explore OpenAI’s prompt examples for additional inspiration and Anthropic’s prompt library for Claude-specific templates.

Let’s dive into 200+ ready-to-use AI prompts.


Writing & Content Prompts

These prompts help you create, edit, and improve written content.

1. Blog Post First Draft

Write a blog post about [TOPIC].

Target audience: [AUDIENCE]
Tone: [Conversational/Professional/Technical]
Word count: Approximately [NUMBER] words
Include: An engaging introduction, [NUMBER] main sections with subheadings, and a conclusion with a call to action.

Focus on practical, actionable advice. Use short paragraphs and include specific examples where helpful.

2. Article Outline Generator

Create a detailed outline for an article about [TOPIC].

Include:
- A compelling headline and 3 alternatives
- An introduction hook
- 5-7 main sections with subheadings
- 2-3 bullet points per section describing key content
- A conclusion section
- 3 possible call-to-action options

Target reader: [AUDIENCE]

3. Rewrite for Clarity

Rewrite the following text to be clearer and more concise. Keep the original meaning but:
- Use simpler words where possible
- Break up long sentences
- Remove unnecessary filler
- Make it easier to skim

Original text:
[PASTE TEXT]

4. Tone Transformer

Rewrite the following text in a [TARGET TONE] tone while keeping the core message the same.

Target tone options: professional, casual, enthusiastic, empathetic, authoritative, friendly

Original text:
[PASTE TEXT]

5. Headline Generator

Generate 10 headlines for an article about [TOPIC].

Mix of styles:
- 3 curiosity-driven headlines
- 3 benefit-focused headlines
- 2 how-to headlines
- 2 list-style headlines

Target audience: [AUDIENCE]
Keep under 60 characters each.

6. Content Expander

Expand the following brief into a full section of approximately [NUMBER] words:

Brief: [YOUR BRIEF]

Include specific examples, explanations, and practical details. Maintain a [TONE] tone throughout.

7. Grammar and Style Check

Review the following text for grammar, spelling, punctuation, and style issues. For each issue you find:
1. Quote the problematic text
2. Explain the issue
3. Provide the corrected version

Text to review:
[PASTE TEXT]

8. Summary Generator

Summarize the following content in [NUMBER] sentences, capturing the key points and main takeaways:

[PASTE CONTENT]

9. Meta Description Writer

Write 3 meta descriptions for a page about [TOPIC].

Requirements:
- 150-160 characters each
- Include the primary keyword: [KEYWORD]
- Include a call to action
- Make each one compelling and different

Page summary: [BRIEF DESCRIPTION]

10. Introduction Hook Writer

Write 5 different opening hooks for an article about [TOPIC]. Each should be 2-3 sentences and use a different approach:
1. A surprising statistic or fact
2. A relatable problem or pain point
3. A bold statement or opinion
4. A question that engages the reader
5. A brief story or scenario

11. Conclusion Writer

Write a conclusion for an article about [TOPIC].

Main points covered: [LIST KEY POINTS]

Include:
- A brief recap (1-2 sentences)
- The key takeaway
- A forward-looking statement or call to action

Keep it under 150 words.

12. Bullet Point Expander

Take each of these bullet points and expand them into a full paragraph while maintaining the same order:

[PASTE BULLET POINTS]

Each paragraph should be 3-4 sentences and add specific details or examples.

13. Content Simplifier

Rewrite the following technical content for a general audience with no specialized knowledge. Use everyday language, analogies, and examples:

[PASTE TECHNICAL CONTENT]

14. Passive to Active Voice

Rewrite the following sentences to use active voice instead of passive voice:

[PASTE SENTENCES]

15. Transition Sentences

Create smooth transition sentences to connect these two paragraphs:

Paragraph 1: [PASTE]

Paragraph 2: [PASTE]

Provide 3 options.

16. Proofreading Final Pass

Perform a final proofreading pass on this content. Check for:
- Typos and spelling errors
- Grammar mistakes
- Punctuation issues
- Inconsistent formatting
- Awkward phrasing

Note any issues found and provide corrections:

[PASTE CONTENT]

17. Content Gap Filler

I'm writing about [TOPIC]. Here's my current outline:

[PASTE OUTLINE]

What important subtopics or questions am I missing that readers would expect to see covered?

18. Quote Integration

I want to integrate this quote into my article naturally:

Quote: "[QUOTE]"
Source: [SOURCE]

My current paragraph: [PASTE PARAGRAPH]

Show me 2-3 ways to integrate this quote smoothly.

19. Call to Action Writer

Write 5 different calls to action for [CONTENT TYPE] about [TOPIC].

Goal: [DESIRED ACTION - e.g., sign up, download, share, comment]

Each CTA should be direct, clear, and use different phrasing.

20. Content Repurposer

Repurpose the following blog content into:
1. A LinkedIn post (under 200 words)
2. A Twitter/X thread (5 tweets)
3. An email newsletter intro (100 words)

Original content:
[PASTE CONTENT]

Business & Marketing Prompts

These prompts help you create persuasive marketing materials, strategic analyses, and professional communications that drive business results. For AI-powered writing assistance, also check our ChatGPT for writing guide.

21. Value Proposition Writer

Create a clear value proposition for [PRODUCT/SERVICE].

Target customer: [CUSTOMER DESCRIPTION]
Main problem solved: [PROBLEM]
Key differentiator: [WHAT MAKES IT UNIQUE]

Format: One headline (under 10 words) + one supporting sentence (under 25 words)

22. Competitor Analysis Framework

Help me analyze [COMPETITOR] compared to my [PRODUCT/SERVICE].

Create a comparison framework covering:
- Target audience differences
- Feature comparison
- Pricing strategy
- Messaging approach
- Strengths and weaknesses
- Opportunities we can capitalize on

23. Landing Page Copy

Write landing page copy for [PRODUCT/SERVICE].

Target customer: [DESCRIPTION]
Main benefit: [BENEFIT]
Price point: [PRICE]

Include:
- Headline and subheadline
- 3 key benefit statements
- Social proof placeholder
- CTA button text
- FAQ section (3 questions)

24. Customer Persona Builder

Create a detailed customer persona for [PRODUCT/SERVICE].

Include:
- Demographics (age, location, job, income)
- Goals and motivations
- Pain points and frustrations
- Buying behavior
- Preferred channels
- Objections to buying
- What would make them choose us

Base this on: [KNOWN CUSTOMER INFO IF ANY]

25. Marketing Email Sequence

Create a 3-email welcome sequence for new subscribers to [BUSINESS/PRODUCT].

Email 1: Welcome and value delivery
Email 2: Story/connection building
Email 3: Soft introduction to offer

For each email provide: Subject line, preview text, and full body copy.
Keep each email under 200 words.

26. Ad Copy Generator

Write 5 variations of ad copy for [PRODUCT/SERVICE].

Platform: [Facebook/Google/LinkedIn]
Goal: [Awareness/Traffic/Conversions]
Target audience: [DESCRIPTION]
Character limit: [LIMIT]

Include both headline and description for each.

27. Product Description

Write a compelling product description for [PRODUCT].

Key features: [LIST FEATURES]
Target buyer: [DESCRIPTION]
Tone: [Professional/Casual/Luxurious]

Include: Opening hook, key benefits, feature highlights, and a closing statement.
Word count: 150-200 words.

28. Case Study Framework

Create a case study outline for [CLIENT/PROJECT].

Situation before: [DESCRIBE BEFORE STATE]
What we did: [OUR SOLUTION]
Results: [OUTCOMES/METRICS]

Structure it as: Challenge → Solution → Results → Testimonial placeholder

29. Pricing Page Copy

Write copy for a pricing page with 3 tiers:

Tier 1: [NAME, PRICE, KEY FEATURES]
Tier 2: [NAME, PRICE, KEY FEATURES]
Tier 3: [NAME, PRICE, KEY FEATURES]

Include: Tier names, feature lists, recommended badge for middle tier, and a FAQ section addressing pricing objections.

30. SWOT Analysis

Conduct a SWOT analysis for [BUSINESS/PRODUCT].

Context: [RELEVANT BACKGROUND]

Provide:
- 3-5 Strengths
- 3-5 Weaknesses
- 3-5 Opportunities
- 3-5 Threats

Include brief explanations for each point.

31. Meeting Agenda Creator

Create a meeting agenda for: [MEETING PURPOSE]

Attendees: [LIST]
Duration: [TIME]

Include:
- Welcome and objectives (time allocation)
- Each discussion item with owner and time
- Action items and next steps
- Buffer time for Q&A

32. Sales Objection Responses

Provide responses to these common sales objections for [PRODUCT/SERVICE]:

1. "It's too expensive"
2. "We're already using [COMPETITOR]"
3. "I need to think about it"
4. "I need to talk to my team"
5. "We don't have budget right now"

For each: Acknowledge, redirect, and provide value.

33. Business Proposal Outline

Create a business proposal outline for [PROJECT/SERVICE].

Client: [CLIENT DESCRIPTION]
Project scope: [BRIEF DESCRIPTION]
Budget range: [RANGE]

Sections to include: Executive summary, problem statement, proposed solution, timeline, pricing, terms, and next steps.

34. Testimonial Request

Write an email asking [CLIENT/CUSTOMER TYPE] for a testimonial.

Our relationship: [CONTEXT]
Product/service they used: [PRODUCT]
Result they achieved: [IF KNOWN]

Make it easy to say yes. Include specific questions they can answer.

35. Brand Voice Guidelines

Create brand voice guidelines for [BRAND].

Brand personality: [3-5 ADJECTIVES]
Target audience: [DESCRIPTION]
Industry: [INDUSTRY]

Include:
- Voice characteristics (what we are vs. what we're not)
- Tone variations by context
- Word choice (prefer/avoid)
- Example sentences in our voice

36. Press Release Template

Write a press release for [ANNOUNCEMENT].

Company: [COMPANY NAME]
Location: [CITY, STATE]
Key details: [MAIN INFO]
Quote from: [PERSON, TITLE]

Follow standard press release format with dateline, headline, lead paragraph, body, quote, and boilerplate.

37. Partnership Pitch

Write a partnership pitch email to [COMPANY/PERSON].

Who we are: [BRIEF INTRO]
Why we're reaching out: [REASON]
Mutual benefit: [WHAT'S IN IT FOR THEM]
Ask: [SPECIFIC REQUEST]

Keep it under 150 words.

38. Customer Survey Questions

Create a customer satisfaction survey for [PRODUCT/SERVICE].

Include:
- 3 multiple choice questions
- 2 rating scale questions
- 2 open-ended questions

Focus on: Product quality, support experience, and likelihood to recommend.

39. Quarterly Review Presentation

Create an outline for a quarterly business review presentation.

Quarter: [Q#]
Key metrics to cover: [LIST]
Highlights: [WINS]
Challenges: [ISSUES]

Structure: Executive summary → Metrics deep dive → Wins → Challenges → Next quarter priorities → Q&A

40. Competitive Positioning Statement

Create a positioning statement for [PRODUCT/SERVICE].

Format: For [target customer] who [need/want], [product name] is a [category] that [key benefit]. Unlike [competitors], we [key differentiator].

Fill in based on:
Target customer: [DESCRIPTION]
Key benefit: [BENEFIT]
Competitors: [NAMES]
Differentiator: [WHAT MAKES US DIFFERENT]

Coding & Development Prompts

Developer-focused prompts for code review, debugging, documentation, and technical design—crafted to produce production-ready outputs. For more advanced agent patterns, see our AI agent code patterns guide.

41. Code Explainer

Explain what this code does, line by line, in plain English:

[PASTE CODE]


Assume I have intermediate programming knowledge but am unfamiliar with this specific codebase.

42. Bug Finder

Review this code for potential bugs, edge cases, and issues:

[PASTE CODE]


For each issue found:
1. Describe the problem
2. Explain why it's problematic
3. Provide the fix

43. Code Refactorer

Refactor this code to be more readable and maintainable:

[PASTE CODE]


Focus on:
- Clear variable names
- Removing duplication
- Improving structure
- Adding helpful comments

Explain your changes.

44. Function Generator

Write a function in [LANGUAGE] that:

Purpose: [DESCRIPTION]
Input: [INPUT PARAMETERS]
Output: [EXPECTED OUTPUT]
Edge cases to handle: [LIST]

Include comments and example usage.

45. Unit Test Writer

Write unit tests for this function:

[PASTE FUNCTION]


Include tests for:
- Normal expected usage
- Edge cases
- Invalid inputs
- Boundary conditions

Use [TESTING FRAMEWORK IF SPECIFIED].

46. API Endpoint Designer

Design a REST API endpoint for: [FEATURE DESCRIPTION]

Include:
- HTTP method and URL path
- Request parameters/body
- Response format (success and error)
- Authentication requirements
- Rate limiting considerations

Provide example request and response.

47. Database Schema Designer

Design a database schema for: [APPLICATION/FEATURE]

Entities involved: [LIST]
Key relationships: [DESCRIBE]

For each table provide:
- Table name
- Columns with data types
- Primary and foreign keys
- Indexes needed
- Any constraints

48. Code Review Checklist

Create a code review checklist for [LANGUAGE/FRAMEWORK] projects.

Include categories:
- Functionality
- Code quality
- Performance
- Security
- Testing
- Documentation

5-7 items per category.

49. Error Message Improver

I'm getting this error:

[ERROR MESSAGE]

When running this code:

[CODE SNIPPET]


What's causing it and how do I fix it?

50. Regex Generator

Write a regular expression to match: [DESCRIPTION OF PATTERN]

Examples that should match:
[LIST EXAMPLES]

Examples that should NOT match:
[LIST EXAMPLES]

Explain how the regex works.

51. Algorithm Explainer

Explain the [ALGORITHM NAME] algorithm in simple terms.

Include:
- What problem it solves
- How it works step by step
- Time and space complexity
- When to use it vs. alternatives
- A simple code example in [LANGUAGE]

52. Git Commit Message

Write a clear git commit message for these changes:

[DESCRIBE CHANGES]

Use conventional commits format:
type(scope): description

Include a body if the changes need explanation.

53. Documentation Generator

Write documentation for this function/class:

[PASTE CODE]


Include:
- Brief description
- Parameters with types and descriptions
- Return value
- Exceptions/errors
- Usage examples

54. Environment Setup Guide

Create a step-by-step guide to set up a development environment for [PROJECT TYPE].

Include:
- Prerequisites
- Installation steps
- Configuration
- Verification steps
- Common troubleshooting

55. Performance Optimizer

Suggest performance improvements for this code:

[PASTE CODE]


Focus on:
- Time complexity
- Memory usage
- Database queries (if applicable)
- Caching opportunities

Explain the impact of each suggestion.

56. SQL Query Builder

Write a SQL query to: [DESCRIPTION]

Tables involved:
[TABLE NAME]: [COLUMNS]
[TABLE NAME]: [COLUMNS]

Requirements:
- [SPECIFIC REQUIREMENTS]

Also provide an explanation of how the query works.

57. Code Converter

Convert this code from [SOURCE LANGUAGE] to [TARGET LANGUAGE]:

[PASTE CODE]


Maintain the same functionality and use idiomatic patterns for the target language.

58. API Integration Helper

How do I integrate [API NAME] into my [LANGUAGE/FRAMEWORK] project?

I want to: [SPECIFIC FEATURE]

Provide:
- Required setup/configuration
- Example code with error handling
- Best practices for this API

59. Security Review

Review this code for security vulnerabilities:

[PASTE CODE]


Check for:
- Injection vulnerabilities
- Authentication issues
- Data exposure
- Input validation
- Common security anti-patterns

Provide fixes for any issues found.

60. Technical Design Document

Create a technical design document for: [FEATURE/SYSTEM]

Include:
- Overview and goals
- Architecture diagram (describe in text)
- Components and their responsibilities
- Data flow
- API contracts
- Database changes
- Testing strategy
- Rollout plan

Research & Analysis Prompts

Prompts for gathering information, analysis, and synthesis.

61. Topic Deep Dive

Provide a comprehensive overview of [TOPIC].

Cover:
- Definition and basic concepts
- Key components or aspects
- Current state and trends
- Common misconceptions
- Applications or use cases
- Future outlook

Target this for someone with [BASIC/INTERMEDIATE/ADVANCED] knowledge.

62. Pros and Cons Analysis

Analyze the pros and cons of [TOPIC/DECISION].

Context: [RELEVANT CONTEXT]

Provide:
- 5 key advantages with explanations
- 5 key disadvantages with explanations
- Overall recommendation based on context

63. Literature Summary

Summarize the key points from this research/article:

[PASTE OR DESCRIBE CONTENT]

Include:
- Main thesis or finding
- Methodology (if applicable)
- Key supporting points
- Limitations or caveats
- Practical implications

64. Trend Analysis

Analyze current trends in [INDUSTRY/TOPIC].

Cover:
- Top 5 trends and why they matter
- Who's leading in this space
- Predictions for the next 2-3 years
- Implications for [SPECIFIC AUDIENCE]

65. Decision Matrix

Help me decide between these options: [LIST OPTIONS]

Criteria that matter to me:
[LIST CRITERIA WITH IMPORTANCE 1-5]

Create a decision matrix scoring each option against each criterion, then provide a recommendation with reasoning.

66. Root Cause Analysis

Help me identify the root cause of this problem:

Problem: [DESCRIBE]
Symptoms: [LIST SYMPTOMS]
Context: [RELEVANT BACKGROUND]

Use the 5 Whys technique and identify potential root causes with recommended investigations.

67. Benchmark Research

Provide industry benchmarks for [METRICS] in [INDUSTRY].

I want to compare my performance:
- Current metric: [VALUE]
- Industry: [INDUSTRY]
- Company size: [SIZE]

What should I be aiming for?

68. Expert Interview Questions

Create interview questions for an expert in [FIELD/TOPIC].

Interview purpose: [PURPOSE]
Audience: [WHO WILL READ/WATCH]
Duration: [TIME]

Include:
- 3 warm-up questions
- 5 core topic questions
- 2 forward-looking questions
- 2 personal insight questions

69. Data Interpretation

Help me interpret this data:

[PASTE DATA OR DESCRIBE]

Questions I'm trying to answer:
[LIST QUESTIONS]

Provide insights, patterns, and any caveats about the interpretation.

70. Gap Analysis

Perform a gap analysis for [TOPIC/PROJECT].

Current state: [DESCRIBE]
Desired state: [DESCRIBE]

Identify:
- Key gaps
- Priority of each gap
- Resources needed to close gaps
- Suggested timeline

71. Stakeholder Mapping

Create a stakeholder map for [PROJECT/INITIATIVE].

Key stakeholders: [LIST]

For each stakeholder, identify:
- Their interest in the project
- Their level of influence
- Potential concerns
- How to engage them
- Communication frequency

72. Risk Assessment

Identify and assess risks for [PROJECT/DECISION].

Context: [BACKGROUND]

For each risk provide:
- Description
- Likelihood (high/medium/low)
- Impact (high/medium/low)
- Mitigation strategy
- Owner (role)

73. Process Documentation

Document this process: [PROCESS NAME]

Based on this description: [DESCRIBE PROCESS]

Include:
- Process overview
- Step-by-step instructions
- Roles and responsibilities
- Decision points
- Common issues and solutions
- Metrics to track

74. Comparison Framework

Create a comparison framework for evaluating [CATEGORY OF THINGS].

Criteria to consider: [LIST OR SAY "SUGGEST APPROPRIATE CRITERIA"]

Provide a template I can use to compare different options systematically.

75. Project Post-Mortem

Help me structure a project post-mortem for [PROJECT].

What went well: [LIST]
What didn't go well: [LIST]
Key metrics: [RESULTS]

Generate:
- Summary of the project
- What we should keep doing
- What we should stop doing
- What we should start doing
- Key learnings and recommendations

76. Feasibility Assessment

Assess the feasibility of [PROJECT/IDEA].

Consider:
- Technical feasibility
- Financial feasibility
- Resource availability
- Timeline realism
- Risk factors
- Dependencies

Context: [RELEVANT BACKGROUND]

77. Research Question Generator

Generate research questions for studying [TOPIC].

Provide:
- 3 broad exploratory questions
- 3 specific analytical questions
- 2 comparative questions
- 2 future-oriented questions

Include brief explanation of why each question matters.

78. Evidence Evaluation

Evaluate the strength of this evidence/claim:

Claim: [CLAIM]
Evidence: [EVIDENCE]
Source: [SOURCE]

Assess:
- Source credibility
- Evidence quality
- Potential biases
- What would strengthen/weaken this claim

79. Scenario Planning

Develop scenarios for [DECISION/SITUATION].

Create 3 scenarios:
1. Best case
2. Most likely case
3. Worst case

For each scenario:
- Key assumptions
- What it would look like
- Probability assessment
- How to prepare

80. Synthesis Report

Synthesize these multiple sources into a coherent summary:

Source 1: [SUMMARY OR PASTE]
Source 2: [SUMMARY OR PASTE]
Source 3: [SUMMARY OR PASTE]

Identify:
- Common themes
- Points of disagreement
- Key takeaways
- Gaps in the information

Personal Productivity Prompts

Prompts for planning, organizing, and getting things done.

81. Weekly Planning

Help me plan my week.

My priorities this week:
[LIST 3-5 PRIORITIES]

Fixed commitments:
[LIST MEETINGS/APPOINTMENTS]

Help me:
1. Break down priorities into daily tasks
2. Allocate time blocks
3. Identify potential conflicts
4. Suggest what can be delegated or deferred

82. Task Breakdown

Break down this task into smaller, actionable steps:

Task: [DESCRIBE TASK]
Deadline: [DATE]
Time available: [HOURS]

Provide steps that are specific and take no more than 30 minutes each.

83. Priority Assessment

Help me prioritize this list of tasks:

[LIST TASKS]

For each task, consider:
- Urgency
- Importance
- Effort required
- Dependencies

Provide a prioritized order with brief justification.

84. Daily Routine Designer

Help me design a morning/evening routine.

My constraints:
- Wake time: [TIME]
- Must leave by: [TIME]
- Current problem: [WHAT'S NOT WORKING]
- Goals: [WHAT I WANT TO ACCOMPLISH]

Provide a realistic routine with time allocations.

85. Goal Setting

Help me set a SMART goal for [AREA].

What I want to achieve: [DESCRIPTION]
Timeline: [TIMEFRAME]

Create a goal that is:
- Specific
- Measurable
- Achievable
- Relevant
- Time-bound

Also provide 3-5 milestones.

86. Meeting Notes Summarizer

Summarize these meeting notes into actionable items:

[PASTE MEETING NOTES]

Provide:
- Key decisions made
- Action items (with owners if mentioned)
- Follow-up questions
- Next meeting topics (if applicable)

87. Email Inbox Zero Strategy

I have [NUMBER] emails to process. Help me develop a system to get to inbox zero.

Types of emails I typically get:
[DESCRIBE]

Time I have: [HOURS/WEEK]

Provide a strategy including: categorization system, response templates, and processing schedule.

88. Habit Tracker Setup

Help me set up a habit tracking system for these habits:

[LIST HABITS TO TRACK]

For each habit provide:
- Specific trigger
- Minimal viable version (for busy days)
- Way to track it
- Reward for consistency

89. Energy Management

Help me optimize my day around my energy levels.

My energy pattern: [DESCRIBE - e.g., "high in morning, crash after lunch"]
Key tasks: [LIST]
Fixed commitments: [LIST]

Suggest how to align my high-value work with high-energy times.

90. Time Audit

Analyze how I spent my time based on this log:

[PASTE TIME LOG OR DESCRIBE TYPICAL WEEK]

Identify:
- Time wasters
- High-value activities
- Opportunities to batch tasks
- Suggestions for improvement

91. Project Milestone Planner

Create milestones for this project:

Project: [DESCRIPTION]
Deadline: [DATE]
Key deliverables: [LIST]

Break into phases with:
- Milestone name
- Target date
- Key tasks
- Success criteria

92. Decision Journal Entry

Help me document this decision for future reference:

Decision: [WHAT I DECIDED]
Date: [DATE]
Context: [SITUATION]
Options considered: [LIST]
Why I chose this: [REASONING]
Expected outcome: [WHAT I EXPECT]

Review date: [WHEN TO REVISIT]

93. Learning Plan

Create a learning plan for [SKILL/TOPIC].

Current level: [BEGINNER/INTERMEDIATE/ADVANCED]
Time available: [HOURS PER WEEK]
Timeline: [WEEKS/MONTHS]

Include:
- Learning milestones
- Resources to use
- Practice exercises
- How to measure progress

94. Procrastination Buster

I'm procrastinating on: [TASK]

Why I think I'm avoiding it: [REASON IF KNOWN]

Help me:
1. Identify the real blocker
2. Break it into a tiny first step
3. Set up accountability
4. Remove friction

95. Review and Reflection

Help me reflect on [TIME PERIOD - week/month/quarter].

Wins: [LIST]
Challenges: [LIST]
Key metrics: [IF APPLICABLE]

Generate:
- What worked well and why
- What didn't work and lessons learned
- What to focus on next
- Gratitude points

96. Delegation Framework

Help me decide what to delegate from my task list:

[LIST TASKS]

For each task, assess:
- Can it be delegated?
- Who could do it?
- What instructions would they need?
- What outcome do I expect?

Provide template instructions for delegable tasks.

97. Focus Session Planner

I need to focus on [TASK] for [DURATION].

Help me:
1. Define what "done" looks like
2. Identify potential distractions to block
3. Set up my environment
4. Plan breaks (if applicable)
5. Create a reward for completion

98. Saying No Script

Help me politely decline:

Request: [WHAT THEY'RE ASKING]
From: [WHO - colleague/friend/etc.]
My reason for declining: [WHY]

Provide a response that is:
- Polite but clear
- Doesn't over-explain
- Offers an alternative if appropriate

99. Calendar Audit

Review my calendar commitments and suggest optimizations:

Regular commitments:
[LIST RECURRING MEETINGS/EVENTS]

Identify:
- Meetings that could be shorter
- Meetings that could be async
- Opportunities to batch similar activities
- Protected time I should add

100. Motivation Boost

I'm feeling unmotivated about [TASK/PROJECT/GOAL].

Help me reconnect with:
1. Why this matters to me originally
2. Progress I've already made
3. The smallest next step
4. How I'll feel when it's done

Frame this positively without toxic positivity.

Education & Learning Prompts

Prompts for teaching, studying, and skill development.

101. Concept Explainer

Explain [CONCEPT] as if you were teaching it to [AUDIENCE - e.g., a high schooler, a 10-year-old, a professional from a different field].

Use:
- Simple language
- Analogies or metaphors
- Concrete examples
- A summary at the end

102. Study Guide Creator

Create a study guide for [TOPIC/COURSE].

Include:
- Key concepts and definitions
- Important formulas or frameworks
- Common exam questions
- Tips for remembering difficult material
- Practice problems with answers

103. Flashcard Generator

Create flashcards for studying [TOPIC].

Generate 20 flashcards covering key concepts.

Format:
Front: [Question or term]
Back: [Answer or definition]

Focus on the most important material for [EXAM/GOAL].

104. Practice Problem Generator

Generate practice problems for [TOPIC].

Difficulty level: [BEGINNER/INTERMEDIATE/ADVANCED]
Number of problems: [NUMBER]

For each problem:
- State the problem clearly
- Provide hints (hidden with spoiler format if possible)
- Provide full solution

Topics to cover: [SPECIFIC AREAS]

105. Essay Outline Helper

Help me outline an essay on: [TOPIC]

Thesis: [IF KNOWN, OR ASK FOR HELP]
Word count: [TARGET]
Assignment requirements: [LIST]

Create an outline with:
- Introduction with thesis
- Body paragraphs with main points and supporting evidence
- Conclusion
- Transitions between sections

106. Debate Preparation

Help me prepare arguments for a debate on: [TOPIC]

My position: [FOR/AGAINST]

Provide:
- 3 main arguments for my position
- Supporting evidence for each
- Anticipated counterarguments
- Rebuttals to those counterarguments

107. Skill Roadmap

Create a learning roadmap for [SKILL].

Current level: [LEVEL]
Goal: [WHAT I WANT TO BE ABLE TO DO]
Timeline: [MONTHS]

Include:
- Phases of learning
- Key milestones
- Resources for each phase
- Projects to build at each stage
- How to know when to move on

108. Teaching Lesson Plan

Create a lesson plan for teaching [TOPIC].

Audience: [STUDENTS - age/level]
Duration: [TIME]
Learning objectives: [LIST]

Include:
- Hook/attention grabber
- Main content delivery
- Interactive activities
- Assessment method
- Wrap-up and preview

109. Mnemonic Device Creator

Create a mnemonic device to remember: [LIST OF ITEMS OR CONCEPT]

Provide:
- 3 different mnemonic options
- Explanation of each
- Which one works best and why

110. Book Summary

Summarize the key insights from [BOOK TITLE] by [AUTHOR].

Include:
- Main thesis
- 5-7 key ideas
- Practical takeaways
- Who should read it
- Similar books to read next

111. Interview Prep

Help me prepare for an interview for [POSITION] at [COMPANY TYPE].

Background: [MY EXPERIENCE]

Provide:
- 10 likely interview questions
- Framework for answering behavioral questions
- Questions I should ask them
- Common mistakes to avoid

112. Research Paper Structure

Help me structure a research paper on: [TOPIC]

Research question: [QUESTION]
Sources I have: [DESCRIBE]

Create an outline including:
- Abstract summary
- Introduction sections
- Literature review structure
- Methodology section
- Results presentation
- Discussion points
- Conclusion

113. Vocabulary Builder

Help me build vocabulary for [TOPIC/FIELD].

Provide 15 essential terms I should know, including:
- The word
- Definition in plain language
- How it's used in context
- Common misconceptions
- Related terms

114. Case Study Analysis Framework

Help me analyze this case study: [BRIEF DESCRIPTION]

Guide me through:
- Identifying the key problem
- Stakeholder analysis
- Available options
- Evaluation criteria
- Recommended solution
- Implementation considerations

115. Presentation Feedback

Review my presentation outline and provide feedback:

[PASTE OUTLINE]

Evaluate:
- Logical flow
- Strength of opening and closing
- Clarity of key points
- Balance of content
- Engagement elements

Suggest improvements.

116. Complex Subject Breakdown

I need to understand [COMPLEX TOPIC].

Break it down into:
1. Prerequisites I need to know first
2. Fundamental concepts (in order)
3. How they connect to each other
4. Common sticking points and how to overcome them
5. Resources for going deeper

117. Socratic Questioning

Help me understand [TOPIC] through Socratic questioning.

Ask me a series of questions that will lead me to understand the concept myself. Start with what I know and build from there.

My current understanding: [DESCRIBE]

118. Real-World Application

Show me how [CONCEPT/SKILL] applies in real-world situations.

Provide:
- 3-5 practical examples
- How professionals use this
- How I might use it in [MY CONTEXT]
- Common mistakes beginners make when applying it

119. Exam Strategy

Help me develop a strategy for [EXAM/TEST].

Exam format: [DESCRIBE]
Time available: [DURATION]
Topics covered: [LIST]
My weak areas: [LIST]

Provide:
- Time allocation strategy
- Approach for different question types
- Techniques for handling uncertainty
- Last-minute review priorities

120. Peer Review Guide

Create a peer review framework for [TYPE OF WORK].

Criteria to evaluate:
[LIST OR ASK FOR SUGGESTIONS]

For each criterion:
- What to look for
- Questions to ask
- How to give constructive feedback
- Example comments

Social Media Prompts

Prompts for creating engaging social media content.

121. Twitter/X Thread Writer

Write a Twitter/X thread about [TOPIC].

Number of tweets: [5-10]
Tone: [INFORMATIVE/PERSONAL/PROVOCATIVE]
Goal: [AWARENESS/ENGAGEMENT/TRAFFIC]

Include:
- Hook tweet that makes people want to read more
- Value-packed middle tweets
- Clear call to action at the end

Each tweet under 280 characters.

122. LinkedIn Post

Write a LinkedIn post about [TOPIC].

Format: [Story/List/Opinion/Tutorial]
Tone: Professional but personable
Length: [SHORT <200 words / MEDIUM 200-500 / LONG 500+]

Include a hook, value, and call to action.

123. Instagram Caption

Write [NUMBER] Instagram caption options for a post about [DESCRIBE POST/IMAGE].

Include:
- Hook in first line (most important!)
- Body with value or story
- Call to action
- Relevant hashtags (10-15)

Tone: [CASUAL/INSPIRATIONAL/EDUCATIONAL]

124. Social Media Content Calendar

Create a week of social media content for [PLATFORM] about [TOPIC/NICHE].

For each day provide:
- Content type (educational/entertaining/promotional/engaging)
- Topic or hook
- Brief description of the post
- Best time to post
- Hashtags or keywords

125. Viral Hook Generator

Generate 10 attention-grabbing hooks for content about [TOPIC].

Mix of formats:
- Contrarian takes
- Curiosity gaps
- Bold statements
- Questions
- Numbers and specifics

Each hook should make someone stop scrolling.

126. Comment Response Templates

Create response templates for common types of comments on [TYPE OF CONTENT]:

1. Positive/supportive comments
2. Questions about the content
3. Skeptical or challenging comments
4. Spam or promotional comments
5. Negative but constructive feedback

Keep each response authentic and on-brand.

127. Video Script (Short Form)

Write a script for a [30-60 second] video about [TOPIC].

Format: [TikTok/Reel/Short]
Hook: Must grab attention in first 2 seconds
Structure: Hook → Problem → Solution → CTA

Include visual/action notes in brackets.

128. Poll Ideas

Generate 10 poll ideas for [PLATFORM] about [TOPIC/NICHE].

Each poll should:
- Be easy to vote on
- Spark discussion in comments
- Relate to my audience's interests
- Have clear, balanced options

129. Story Sequence Planner

Plan a series of Instagram/Facebook stories about [TOPIC].

Number of frames: [5-10]
Goal: [ENGAGEMENT/TRAFFIC/SALES]

For each frame:
- Visual description
- Text overlay
- Interactive element (if applicable)
- Call to action on final frame

130. Hashtag Strategy

Develop a hashtag strategy for [NICHE/INDUSTRY] on [PLATFORM].

Provide:
- 10 high-volume hashtags
- 10 medium-volume hashtags
- 10 niche/specific hashtags
- 5 branded or unique hashtags to create

Include follower count ranges and usage tips.

131. Bio Optimizer

Optimize my [PLATFORM] bio.

Current bio: [PASTE]
Target audience: [DESCRIBE]
Goal: [WHAT I WANT PEOPLE TO DO]

Provide 3 bio options that are:
- Clear about what I do
- Appealing to my target audience
- Include a call to action

132. Engaging Question Posts

Generate 10 engaging questions to post on [PLATFORM] that will get my audience talking.

My niche: [NICHE]
My audience: [DESCRIBE]

Questions should feel conversational, not survey-like.
[TRENDING TOPIC/NEWS] is trending. Help me create content around it for [PLATFORM].

My niche: [NICHE]
My angle: [HOW IT RELATES TO MY CONTENT]

Create:
- Hot take post
- Educational spin
- Relatable content angle

134. Community Building Post

Write a post designed to build community on [PLATFORM].

My niche: [NICHE]
Type: [INTRODUCTION/CELEBRATION/GRATITUDE/POLL]

The goal is to make followers feel like they belong, not just consume content.

135. Content Repurposing Plan

I have this content: [DESCRIBE OR PASTE]

Show me how to repurpose it into:
- 3 Twitter/X posts
- 1 LinkedIn post  
- 2 Instagram captions
- 1 email newsletter snippet

Adapt format and tone for each platform.

136. User-Generated Content Request

Write a [POST/STORY/EMAIL] asking my audience to share [TYPE OF UGC].

My product/service: [DESCRIBE]
What I want them to share: [PHOTOS/STORIES/REVIEWS]
Incentive: [IF ANY]

Make it feel like an invitation, not a demand.

137. Social Proof Post

Turn these testimonials/results into an engaging social media post:

[PASTE TESTIMONIALS OR RESULTS]

Platform: [PLATFORM]
Format: [VISUAL/TEXT]

Include appropriate framing without being salesy.

138. Day in the Life Content

Help me structure a "day in the life" content piece for [PLATFORM].

My role: [WHAT I DO]
Interesting aspects: [LIST]
Goal: [BEHIND THE SCENES/EDUCATIONAL/PROMOTIONAL]

Outline the content flow and key moments to capture.

139. Collaborative Content Pitch

Write a pitch to [CREATOR/BRAND] for a collaboration.

What I offer: [MY AUDIENCE/VALUE]
What they offer: [THEIR AUDIENCE/VALUE]
Collaboration idea: [PROPOSED PROJECT]

Keep it concise and focus on mutual benefit.

140. Platform-Specific Adaptation

Adapt this content for different platforms:

Original: [PASTE CONTENT]

Create versions for:
- Twitter/X (thread or single post)
- LinkedIn (professional angle)
- Instagram (visual focus, caption)
- TikTok (script for video)

Email & Communication Prompts

Prompts for professional and personal communication.

141. Cold Email Template

Write a cold email to [RECIPIENT TYPE].

My goal: [MEETING/SALE/INTRODUCTION]
What I offer: [VALUE PROPOSITION]
Why them specifically: [REASON]

Keep under 100 words. Focus on their benefit, not my pitch.

142. Follow-Up Email Sequence

Write a 3-email follow-up sequence for [SITUATION].

Initial contact: [DESCRIBE]
Time between emails: [DAYS]

Each email should:
- Avoid being pushy
- Add new value or angle
- Have different subject lines

143. Apology Email

Write an apology email for [SITUATION].

What happened: [DESCRIBE]
Impact on them: [HOW IT AFFECTED THEM]
What I'm doing to fix it: [ACTIONS]

Strike the right balance between taking responsibility and moving forward.

144. Newsletter Template

Create a template for my weekly newsletter about [TOPIC].

Sections:
- Opening hook
- Main content
- Quick tips or resources
- Personal note
- Call to action

Make it feel personal, not corporate.

145. Request Email

Write an email requesting [WHAT YOU NEED] from [WHO].

Context: [RELATIONSHIP/SITUATION]
Why you need it: [REASON]
Deadline if any: [DATE]

Make it easy for them to say yes.

146. Thank You Email

Write a thank you email to [PERSON] for [WHAT THEY DID].

Context: [SITUATION]
Impact of their help: [HOW IT HELPED]

Keep it genuine and specific, not generic.

147. Rejection Letter (Sent Kindly)

Write a polite rejection email for [SITUATION - job applicant/vendor/proposal].

What they submitted: [DESCRIBE]
Why declining: [REASON - can be general]
Relationship to maintain: [IMPORTANT/NOT IMPORTANT]

Be kind but clear. Don't leave hope where there isn't any.

148. Price Increase Announcement

Write an email announcing a price increase to customers.

Product/service: [DESCRIBE]
Current price: [AMOUNT]
New price: [AMOUNT]
Effective date: [DATE]

Include justification and emphasize continued value.

149. Meeting Request

Write a meeting request email to [PERSON].

Purpose: [MEETING GOAL]
Duration: [TIME NEEDED]
My availability: [OPTIONS]

Make the value of the meeting clear upfront.

150. Feedback Request

Write an email asking [PERSON/GROUP] for feedback on [THING].

What specifically I want feedback on: [AREAS]
Format preference: [WRITTEN/CALL/FORM]
Deadline: [IF ANY]

Make it easy and specific, not open-ended.

151. Late Payment Reminder

Write a payment reminder email for an invoice that's [NUMBER] days overdue.

Amount: [AMOUNT]
Invoice date: [DATE]
Payment terms: [TERMS]

Professional but firm. Offer payment options if appropriate.

152. Proposal Cover Email

Write an email to accompany [TYPE OF PROPOSAL].

Recipient: [WHO]
Proposal highlights: [KEY POINTS]
Next steps: [WHAT YOU WANT]

Keep it brief—the proposal has the details.

153. Team Update Email

Write a team update email about [PROJECT/INITIATIVE].

Progress: [WHERE WE ARE]
Key updates: [WHAT'S NEW]
Next steps: [WHAT'S COMING]
Action items: [IF ANY]

Keep it scannable—people are busy.

154. Vendor Communication

Write an email to a vendor about [ISSUE/REQUEST].

Current situation: [DESCRIBE]
What I need from them: [SPECIFIC REQUEST]
Timeline: [DEADLINE IF ANY]

Balance being assertive with maintaining the relationship.

155. Networking Follow-Up

Write a follow-up email after meeting [PERSON] at [EVENT].

What we discussed: [TOPICS]
Common ground: [SHARED INTERESTS]
Proposed next step: [COFFEE CHAT/INTRODUCTION/RESOURCE SHARE]

Make it feel personal to our conversation.

156. Announcement Email

Write an announcement email about [NEWS/CHANGE/LAUNCH].

Audience: [WHO]
Key message: [MAIN POINT]
Details: [RELEVANT INFO]
Call to action: [WHAT TO DO]

Make sure the main message is clear in the first sentence.

157. Internal Proposal

Write an internal proposal email for [IDEA/PROJECT].

Summary: [1-2 SENTENCES]
Problem it solves: [PROBLEM]
Proposed solution: [SOLUTION]
Resources needed: [LIST]
Expected outcome: [BENEFITS]

Keep it concise enough that execs actually read it.

158. Conflict Resolution Email

Write a professional email to address a conflict with [PERSON/TEAM].

Situation: [DESCRIBE]
My concerns: [LIST]
Desired outcome: [WHAT I WANT TO ACHIEVE]

Remain professional and focus on solutions, not blame.

159. Referral Request

Write an email asking [PERSON] for a referral to [WHO/WHAT].

Our relationship: [CONTEXT]
Why I'm asking them: [REASON]
What the referral is for: [PURPOSE]

Make it easy for them to say yes and forward if appropriate.

160. Out of Office Auto-Reply

Write an out of office auto-reply for [SITUATION].

Dates: [AWAY DATES]
Availability: [CHECKING EMAIL OCCASIONALLY/FULLY OFFLINE]
Emergency contact: [IF ANY]
Return expectation: [WHEN I'LL RESPOND]

Keep it professional but human.

Data & Spreadsheet Prompts

Prompts for working with data, formulas, and analysis.

161. Excel/Sheets Formula

I need an Excel/Google Sheets formula to: [DESCRIBE WHAT YOU WANT]

My data looks like:
- Column A: [DESCRIPTION]
- Column B: [DESCRIPTION]
- etc.

Example data: [IF HELPFUL]

Provide the formula and explain how it works.

162. Data Cleaning Steps

My data has these issues: [DESCRIBE PROBLEMS]

Data source: [WHERE FROM]
Tool I'm using: [EXCEL/SHEETS/PYTHON/ETC]

Provide step-by-step instructions to clean it, including any formulas or code needed.

163. Pivot Table Setup

Help me create a pivot table to answer: [QUESTION]

My data has these columns: [LIST COLUMNS]
I want to see: [DESIRED OUTPUT]

Walk me through the setup including:
- Rows, Columns, Values, Filters
- Any calculated fields needed
- Formatting recommendations

164. Dashboard Design

Help me design a dashboard for [PURPOSE].

Key metrics to track: [LIST]
Audience: [WHO WILL USE IT]
Update frequency: [HOW OFTEN]

Include:
- Layout recommendation
- Chart types for each metric
- Filters to include
- Visual hierarchy

165. Data Analysis Plan

Create an analysis plan for this dataset: [DESCRIBE DATA]

Questions I want to answer: [LIST]
Tools available: [LIST]

Provide:
- Analysis approach for each question
- Visualizations to create
- Potential insights to look for
- Limitations to be aware of

166. VLOOKUP/INDEX MATCH Helper

I need to look up data from one table and bring it into another.

Source table: [DESCRIBE]
Destination: [DESCRIBE]
What to match on: [KEY COLUMN]
What to retrieve: [VALUE COLUMN]

Provide both VLOOKUP and INDEX/MATCH solutions with explanation.

167. Data Validation Setup

Help me set up data validation for: [FIELD/PURPOSE]

What values are acceptable: [DESCRIBE]
What should happen on invalid entry: [ERROR MESSAGE/DROPDOWN/ETC]

Provide step-by-step instructions for Excel/Google Sheets.

168. Conditional Formatting Rules

Create conditional formatting rules for: [PURPOSE]

Data range: [DESCRIBE]
Conditions:
- If [CONDITION 1], format as [STYLE]
- If [CONDITION 2], format as [STYLE]

Provide step-by-step setup instructions.

169. Chart Type Selection

I want to visualize: [DESCRIBE DATA AND PURPOSE]

Help me choose the right chart type and explain:
- Why this chart type works best
- How to structure the data for it
- Any formatting best practices
- Common mistakes to avoid

170. Data Import Instructions

I need to import data from [SOURCE] into [DESTINATION].

Source format: [CSV/API/DATABASE/ETC]
Destination: [EXCEL/SHEETS/TOOL]
Transformations needed: [IF ANY]

Provide step-by-step import instructions with troubleshooting tips.

171. Financial Model Template

Help me create a simple financial model for [PURPOSE].

Inputs: [LIST ASSUMPTIONS]
Outputs needed: [WHAT TO CALCULATE]
Time period: [MONTHS/YEARS]

Provide:
- Recommended structure
- Key formulas
- Scenario analysis approach
- Common pitfalls

172. Data Comparison

I need to compare these two datasets: [DESCRIBE BOTH]

Find:
- Records in one but not the other
- Records that exist in both
- Differences in matching records

Provide approach for [EXCEL/SHEETS/TOOL].

173. Reporting Template

Create a reporting template for [REPORT TYPE].

Metrics to include: [LIST]
Frequency: [DAILY/WEEKLY/MONTHLY]
Audience: [WHO]

Include:
- Layout structure
- Data source setup
- Automatic calculations
- Visual elements

174. Array Formula Explanation

Explain how this array formula works:

[PASTE FORMULA]

Break it down step by step and show me what each part does.

175. Data Aggregation

I need to aggregate this data: [DESCRIBE]

Group by: [FIELDS]
Aggregations needed: [SUM/COUNT/AVERAGE/ETC]
Other requirements: [ANY]

Provide solution for [EXCEL/SHEETS/SQL/PYTHON].

176. Error Troubleshooting

I'm getting this error in my formula: [ERROR]

Formula: [PASTE FORMULA]
Data looks like: [DESCRIBE]
Expected result: [WHAT I WANT]

Help me diagnose and fix the issue.

177. Forecast Model

Create a basic forecast model for: [WHAT TO FORECAST]

Historical data: [DESCRIBE - time period, pattern]
Forecast period: [HOW FAR AHEAD]
Assumptions: [ANY KNOWN FACTORS]

Provide approach using [EXCEL/SHEETS], including limitations.

178. Data Visualization Best Practices

Review this visualization approach and suggest improvements:

[DESCRIBE CURRENT VISUALIZATION]

Data being shown: [DESCRIBE]
Audience: [WHO]
Key message: [WHAT SHOULD PEOPLE TAKE AWAY]

179. Spreadsheet Audit

Audit this spreadsheet for issues:

[DESCRIBE SPREADSHEET PURPOSE AND STRUCTURE]

Check for:
- Formula errors
- Manual inputs that should be calculated
- Scalability issues
- Documentation gaps
- Best practice violations

180. Automation Setup

Help me automate this repetitive task: [DESCRIBE]

Current manual process: [STEPS]
Frequency: [HOW OFTEN]
Tool: [EXCEL/SHEETS/OTHER]

Provide solution using built-in features or simple scripts.

Bonus: Meta Prompts

Prompts for improving your prompting itself.

181. Prompt Improver

Improve this prompt to get better results:

[PASTE YOUR PROMPT]

Analyze what's weak and provide an improved version with explanation of changes.

182. Prompt Template Creator

Create a reusable prompt template for [TASK TYPE].

Include:
- Clear structure with placeholders
- Instructions for filling it in
- Example of completed prompt
- Tips for best results

183. Output Format Specifier

What's the best way to specify [OUTPUT FORMAT] in prompts?

Provide 3-5 examples of how to request [FORMAT] clearly, with explanation of which works best.

184. Prompt Debugging

This prompt isn't giving me good results:

[PASTE PROMPT]

Results I'm getting: [DESCRIBE]
Results I want: [DESCRIBE]

Diagnose the problem and suggest fixes.

185. Prompt Library Builder

Help me build a personal prompt library for [MY ROLE/NEEDS].

Tasks I do regularly: [LIST]

For each task, create:
- A reusable prompt template
- Notes on how to customize it
- Tips for getting best results

186. Chain of Thought Formatter

Reformat this prompt to use chain of thought reasoning:

[PASTE PROMPT]

Add instructions that will make the AI think through the problem step by step before answering.

187. Few-Shot Example Generator

Create few-shot examples for this prompt:

Prompt: [PASTE]
Desired output style: [DESCRIBE]

Generate 2-3 input/output examples that will guide the AI toward the right format and quality.

188. Persona Definition

Create a detailed persona for the AI to adopt for [USE CASE].

Include:
- Role and expertise
- Communication style
- Knowledge boundaries
- How to handle edge cases

Make it specific enough to produce consistent outputs.

189. Constraint Optimizer

Add constraints to this prompt to improve the output:

[PASTE PROMPT]

Current problems with output: [DESCRIBE]

Add specific constraints that will fix these issues without over-limiting.

190. Multi-Step Task Planner

Break this complex task into an optimal sequence of prompts:

Task: [DESCRIBE COMPLEX TASK]

For each step:
- What to ask for
- How it builds on previous steps
- What to check before moving on

Frequently Asked Questions

How should I customize these prompts?

Replace the [PLACEHOLDER] text with your specific information. The more specific and relevant your inputs, the better your outputs will be. Don’t just fill in blanks—add context that helps the AI understand your unique situation.

Do these work with all AI tools?

Yes, these prompts work with ChatGPT, Claude, Gemini, and most major AI assistants. Some tools may have specific strengths (Claude for long documents, ChatGPT for formatting), but the core prompts are universal.

Can I save and reuse these prompts?

Absolutely—that’s the point. Copy your favorites, customize them for your specific needs, and save them somewhere accessible. Building a personal prompt library is one of the best investments you can make in your AI productivity.

What if a prompt doesn’t work well?

Iterate. If the output isn’t what you expected, add more context, specify the format more clearly, or break the task into smaller steps. Check out our prompt engineering guide for troubleshooting tips.

How often are these prompts updated?

We update this library regularly to reflect new best practices and AI capabilities. Bookmark this page and check back for additions.


Start Using These Prompts Today

You now have 190+ prompts at your fingertips. Don’t let them just sit here—pick five that relate to tasks you do regularly and start using them this week.

The prompts that work best are the ones you actually use. Customize them, save your favorites, and build on them as you learn what works for your specific needs.

For more on the principles behind effective prompting, explore our prompt engineering fundamentals, learn about chain of thought prompting, or explore Google’s prompt engineering best practices for Gemini-specific techniques.

Happy prompting.

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Vibe Coder

AI Engineer & Technical Writer
5+ years experience

AI Engineer with 5+ years of experience building production AI systems. Specialized in AI agents, LLMs, and developer tools. Previously built AI solutions processing millions of requests daily. Passionate about making AI accessible to every developer.

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