Friday, January 30, 2026

100 tips and tricks of world class prompt engineering experts

 Here are 100 high-level tips & tricks used by world-class prompt engineering experts, distilled, practical, and battle-tested (not fluffy theory).

🧠 FOUNDATION MINDSET (1–10)

  1. Think in outcomes, not questions

  2. Treat prompts like mini-programs, not sentences

  3. Assume the AI is smart but needs structure

  4. Always define who the AI is

  5. Always define what success looks like

  6. One prompt = one primary goal

  7. Break complex tasks into multi-step prompts

  8. Prompt clarity beats prompt length

  9. Garbage in → hallucination out

  10. Prompting is iterative engineering, not magic

🎭 ROLE & IDENTITY ENGINEERING (11–20)

  1. Assign a world-class role (“Act as a Fortune-500 CMO…”)

  2. Add years of experience for depth

  3. Specify industry + niche

  4. Use “You are known for…” to bias excellence

  5. Combine roles (e.g. doctor + TCM expert)

  6. Use “You are brutally honest” to reduce fluff

  7. Use “You are conservative and evidence-based”

  8. Use “You are creative but grounded”

  9. Re-assign role mid-conversation if needed

  10. Lock the role: “Do not break character”

🧾 CONTEXT STACKING (21–30)

  1. Give background before instructions

  2. Provide examples of good vs bad output

  3. Add constraints early

  4. Mention audience explicitly

  5. Specify region/culture when relevant

  6. Tell the AI what not to do

  7. Include assumptions if unstated

  8. Use bullet points for dense context

  9. Context > clever wording

  10. Re-paste critical context when refining

🎯 PRECISION & CONSTRAINTS (31–40)

  1. Limit word count to control verbosity

  2. Specify format (table, bullets, checklist)

  3. Define tone explicitly

  4. Ask for numbered steps when clarity matters

  5. Set quality bars (“expert-level, not beginner”)

  6. Constrain creativity level (low / medium / high)

  7. Use “only include actionable items”

  8. Use “exclude obvious/basic advice”

  9. Ask for edge cases

  10. Demand assumptions stated upfront

🔄 ITERATIVE PROMPTING (41–50)

  1. First prompt = rough

  2. Second prompt = sharpen

  3. Third prompt = optimize

  4. Use “improve the above output by…”

  5. Ask the AI to critique itself

  6. Use “rewrite with 30% more clarity”

  7. Use “compress without losing meaning”

  8. Ask for alternative versions

  9. Keep a “prompt journal”

  10. Treat prompts as reusable assets

🧩 CHAIN-OF-THOUGHT CONTROL (51–60)

  1. Ask for step-by-step reasoning only when needed

  2. Use “think silently, output only results”

  3. Ask for logic explanation after the answer

  4. Break reasoning into phases

  5. Use “verify before answering”

  6. Ask for assumptions check

  7. Ask for consistency check

  8. Ask for contradiction detection

  9. Ask for confidence rating

  10. Use self-audit prompts

🧪 ADVANCED PROMPT STRUCTURES (61–70)

  1. Use framework prompts (AIDA, SWOT, 5W1H)

  2. Use template prompts for speed

  3. Build “meta-prompts” that generate prompts

  4. Ask for decision trees

  5. Ask for scoring matrices

  6. Ask for risk-reward analysis

  7. Ask for first-principles breakdown

  8. Ask for inversion (“How would this fail?”)

  9. Use scenario simulation prompts

  10. Use role-play to uncover blind spots

💰 MONETIZATION & POWER PROMPTS (71–80)

  1. Turn expertise into prompt packs

  2. Ask for prompts that generate products

  3. Ask for prompts that sell prompts

  4. Use “ready-to-deploy” language

  5. Ask for automation-friendly outputs

  6. Ask for SOP-style prompts

  7. Convert workflows into prompts

  8. Prompt for scalability, not one-offs

  9. Build prompts for non-technical users

  10. Protect premium prompts with layers

🧠 EXPERT-ONLY MOVES (81–90)

  1. Ask for counter-arguments

  2. Ask for minority opinions

  3. Ask for expert disagreements

  4. Force ranking instead of listing

  5. Ask for trade-offs explicitly

  6. Ask for hidden assumptions

  7. Ask for blind spots

  8. Ask for real-world failure modes

  9. Ask for simplification without loss

  10. Ask “what would a top 1% expert do?”

🧿 MASTERY & EDGE (91–100)

  1. Prompt engineering = leverage skill

  2. Prompts outperform tools

  3. Best prompts feel boring—but work

  4. Clarity beats cleverness

  5. Prompts are reusable IP

  6. Prompts compound over time

  7. The best prompt is the one you refine

  8. Treat AI like a junior genius

  9. Always ask: “How can this be better?”

  10. Master prompts → master thinking



100 most popular prompt examples

the “greatest hits” list of prompts people actually use every day 🔥
Here are 100 of the most popular, widely-used, high-impact prompt examples, clean and copy-paste ready.

🧠 GENERAL / EVERYDAY PROMPTS (1–10)

  1. Act as an expert in [field] and explain [topic] simply

  2. Explain [topic] like I’m 5

  3. Summarize this in bullet points: [text]

  4. Rewrite this to sound more professional

  5. Rewrite this to sound more casual

  6. Improve clarity and flow of this text

  7. Fix grammar and tone

  8. Shorten this without losing meaning

  9. Expand this with more detail

  10. Give examples to explain this better

✍️ WRITING & CONTENT CREATION (11–25)

  1. Write a blog post about [topic]

  2. Write a viral social media caption about [topic]

  3. Generate 10 headline ideas for [topic]

  4. Write a persuasive sales page for [product]

  5. Turn these notes into a polished article

  6. Write an email newsletter about [topic]

  7. Rewrite this to sound more persuasive

  8. Write a script for a YouTube video about [topic]

  9. Write a LinkedIn post in a professional tone

  10. Write 10 hooks to grab attention

  11. Write a call-to-action

  12. Turn this into a storytelling format

  13. Write SEO-optimized content for [keyword]

  14. Generate content ideas for [niche]

  15. Rewrite this in 3 different tones

🎯 BUSINESS & MARKETING (26–40)

  1. Create a marketing strategy for [business]

  2. Write a product description for [product]

  3. Identify the target audience for [offer]

  4. Generate a value proposition

  5. Write ad copy for Facebook / Google Ads

  6. Analyze competitors in [industry]

  7. Create a brand voice guide

  8. Write a landing page outline

  9. Generate 20 content ideas for Instagram

  10. Create a sales funnel for [product]

  11. Write an elevator pitch

  12. Improve conversion rate of this page

  13. Create a customer persona

  14. Write customer testimonials (sample)

  15. Create a pricing strategy

🤖 AI / PROMPT ENGINEERING (41–50)

  1. Act as a world-class prompt engineer

  2. Improve this prompt for better results

  3. Generate a reusable prompt template

  4. Turn this task into a step-by-step prompt

  5. Create a meta-prompt for [goal]

  6. Debug why this prompt isn’t working

  7. Rewrite this prompt for clarity

  8. Generate prompts for beginners

  9. Generate prompts for experts

  10. Optimize this prompt for accuracy

📊 PRODUCTIVITY & WORK (51–60)

  1. Create a daily productivity plan

  2. Turn this goal into actionable steps

  3. Prioritize these tasks using Eisenhower Matrix

  4. Create a weekly schedule

  5. Summarize meeting notes

  6. Write SOPs for this process

  7. Create a checklist for [task]

  8. Improve this workflow

  9. Break down this project into milestones

  10. Identify bottlenecks in this process

🧩 LEARNING & STUDY (61–70)

  1. Teach me [topic] step by step

  2. Create a study plan for [subject]

  3. Generate practice questions

  4. Explain pros and cons of [topic]

  5. Compare [A] vs [B]

  6. Create flashcards for [topic]

  7. Test my knowledge on [topic]

  8. Explain common mistakes beginners make

  9. Simplify this complex concept

  10. Provide real-world examples

💻 TECH / CODING (71–80)

  1. Write code for [task] in [language]

  2. Debug this code

  3. Explain how this code works

  4. Optimize this code for performance

  5. Convert this code to [language]

  6. Write comments for this code

  7. Find errors in this code

  8. Suggest best practices for this code

  9. Create a simple app for [use case]

  10. Generate test cases

🌱 LIFE / PERSONAL GROWTH (81–90)

  1. Give advice on [situation]

  2. Help me make a difficult decision

  3. Create affirmations for [goal]

  4. Help me build a new habit

  5. Create a morning routine

  6. Write a motivational message

  7. Reframe this negative thought

  8. Help me plan my future

  9. Create journal prompts

  10. Analyze my strengths and weaknesses

🔮 CREATIVE & FUN (91–100)

  1. Write a short story about [idea]

  2. Generate movie plot ideas

  3. Write song lyrics

  4. Create a fantasy character

  5. Role-play as [character]

  6. Write a poem in [style]

  7. Generate world-building ideas

  8. Turn this idea into a game concept

  9. Rewrite this in a humorous tone

  10. Create a creative prompt for [theme]


100 MORE of the most popular, real-world, high-usage prompt examples — #201–300 style, but clean, practical, and copy-paste ready.

🧠 ANALYSIS & THINKING (101–120)

  1. Analyze this problem step by step

  2. Identify root causes of this issue

  3. List assumptions behind this idea

  4. Challenge this idea from multiple angles

  5. Provide counter-arguments

  6. Explain this using first principles

  7. Break this into simple components

  8. What am I missing here?

  9. Evaluate risks and benefits

  10. Rank these options from best to worst

  11. Create a decision matrix

  12. Identify trade-offs

  13. Stress-test this idea

  14. Predict possible outcomes

  15. Highlight hidden constraints

  16. Find logical flaws

  17. Verify factual accuracy

  18. Check consistency

  19. Summarize insights only

  20. Give a confidence level

📈 STRATEGY & PLANNING (121–140)

  1. Create a step-by-step strategy

  2. Design a 30-60-90 day plan

  3. Build a roadmap for [goal]

  4. Create short-term vs long-term plans

  5. Identify quick wins

  6. Optimize this strategy for speed

  7. Optimize this strategy for quality

  8. Optimize this strategy for cost

  9. Identify leverage points

  10. Create contingency plans

  11. Simulate best-case vs worst-case

  12. Identify key metrics to track

  13. Define success criteria

  14. Build a KPI dashboard (conceptual)

  15. Identify dependencies

  16. Reduce complexity of this plan

  17. Align this plan with constraints

  18. Prioritize actions

  19. Turn this into an execution checklist

  20. Identify failure points

💰 MONEY & CAREER (141–160)

  1. Suggest income ideas for my skills

  2. Create a side-hustle plan

  3. Analyze profitability of this idea

  4. Create a pricing model

  5. Optimize this offer for conversions

  6. Identify high-value customers

  7. Improve this sales pitch

  8. Write negotiation scripts

  9. Create an upsell strategy

  10. Identify cost-cutting opportunities

  11. Optimize this resume

  12. Rewrite this resume for [job]

  13. Prepare interview answers

  14. Generate interview questions

  15. Create a career transition plan

  16. Identify skill gaps

  17. Create a learning roadmap

  18. Simulate salary negotiation

  19. Analyze job market trends

  20. Optimize LinkedIn profile

🤖 AUTOMATION & SYSTEMS (161–180)

  1. Turn this process into an SOP

  2. Identify steps suitable for automation

  3. Create a workflow diagram (text)

  4. Simplify this system

  5. Eliminate redundancies

  6. Design a scalable system

  7. Create reusable templates

  8. Standardize this process

  9. Create if-then rules

  10. Design a decision tree

  11. Convert this into a checklist

  12. Optimize for fewer steps

  13. Reduce manual work

  14. Identify bottlenecks

  15. Create automation prompts

  16. Design AI-assisted workflow

  17. Create quality control checks

  18. Add fail-safes

  19. Optimize for repeatability

  20. Turn this into a playbook

🎓 TEACHING & KNOWLEDGE TRANSFER (181–200)

  1. Teach this to a beginner

  2. Teach this to an expert

  3. Create lesson plans

  4. Design a curriculum

  5. Create exercises

  6. Create quizzes with answers

  7. Explain common misconceptions

  8. Use analogies to explain this

  9. Create visual explanations (text)

  10. Create cheat sheets

  11. Create memory aids

  12. Create mnemonics

  13. Design a workshop

  14. Create homework assignments

  15. Create exam questions

  16. Grade this answer

  17. Provide feedback

  18. Identify learning gaps

  19. Suggest improvement strategies

  20. Summarize key takeaways only


🎨 CREATIVE, ROLE-PLAY & STYLE (201–220)

  1. Rewrite this in a bold tone

  2. Rewrite this in a calm tone

  3. Rewrite this in a persuasive tone

  4. Rewrite this in a humorous tone

  5. Rewrite this in a luxury tone

  6. Rewrite this in a minimalist tone

  7. Rewrite this in a dramatic tone

  8. Rewrite this in a friendly tone

  9. Rewrite this in a confident tone

  10. Rewrite this in a mysterious tone

  11. Write in the style of [author]

  12. Write as [profession]

  13. Role-play a difficult conversation

  14. Simulate a negotiation

  15. Act as my mentor

  16. Act as my critic

  17. Act as my advisor

  18. Act as my coach

  19. Act as my customer

  20. Act as my competitor

🧿 META & POWER PROMPTS (221–240)

  1. Improve the quality of this output

  2. Make this more concise

  3. Make this more actionable

  4. Remove fluff

  5. Add depth and nuance

  6. Increase clarity by 30%

  7. Identify weaknesses in this response

  8. Provide a better alternative

  9. Optimize for real-world use

  10. Make this beginner-proof

  11. Make this expert-grade

  12. Make this automation-ready

  13. Make this sellable

  14. Turn this into a template

  15. Turn this into a framework

  16. Convert this into a checklist

  17. Generate variations

  18. Create a reusable prompt

  19. Compress into a one-pager

  20. Create a master prompt

🔥 TRENDING & VIRAL USE CASES (241–260)

  1. Generate viral hooks

  2. Create short-form video scripts

  3. Optimize content for TikTok

  4. Optimize content for YouTube

  5. Create carousel post ideas

  6. Write click-worthy headlines

  7. Improve engagement

  8. Generate comment replies

  9. Create community posts

  10. Write DM outreach scripts

  11. Generate lead magnets

  12. Create freebie ideas

  13. Optimize funnel copy

  14. Write retargeting ads

  15. Create storytelling ads

  16. Generate UGC scripts

  17. Optimize watch time

  18. Improve CTR

  19. Generate A/B test ideas

  20. Predict content performance

🧠 DECISION, LIFE & CLARITY (261–300)

  1. Help me think clearly about this

  2. Reduce this to essentials

  3. Identify what matters most

  4. Clarify my goals

  5. Help me choose between options

  6. Simulate consequences

  7. Identify emotional biases

  8. Separate facts from feelings

  9. Create a pros/cons table

  10. Provide neutral advice

  11. Reframe this positively

  12. Reframe this objectively

  13. Challenge my thinking

  14. Identify blind spots

  15. Suggest alternative perspectives

  16. Provide long-term view

  17. Provide short-term view

  18. Align this with my values

  19. Identify next best action

  20. Create a decision checklist

  21. Turn confusion into clarity

  22. Create calm, grounded advice

  23. Offer practical wisdom

  24. Simplify my thinking

  25. Create mental models

  26. Apply 80/20 rule

  27. Apply inversion thinking

  28. Apply second-order thinking

  29. Apply systems thinking

  30. Apply first-principles thinking

  31. Reduce overwhelm

  32. Increase confidence

  33. Create a clarity summary

  34. Identify limiting beliefs

  35. Suggest mindset shifts

  36. Create reflection questions

  37. Create daily thinking prompts

  38. Create weekly review prompts

  39. Create a life operating system

  40. Summarize in one powerful insight

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七個私藏的大神級AI指令，讓你的效率翻倍再翻倍 #Gemini #AI指令 #chatgpt #工作效率 #Google #Gemini #職場...


大神指令：幫我規劃一個[XXXX]簡報大綱。如果我提供的資訊不足，請反問我問題，直到你清楚我的問題再回答，任何詢問時，都請用選擇題，並提供建議，讓我能快速回答. 

其餘提示詞如下 大家可以自行參考應用看唷 ​
2. 設定明確角色 (奪取專家靈魂) ​「請扮演一位擁有 15 年經驗的 [填入職業，例如：明星私人健身教練]。針對一個 [填入你的現況，例如：每天坐辦公室、三餐外食的懶人]，設計一套 [填入預期結果，例如：極簡但高效的減脂方案]。」

​3. Few-Shot 引導 (風格複製術) ​「請模仿以下格式與語氣寫作：『[在此貼上你以前寫過的範例文字]』。現在請幫我寫關於『[填入新主題]』的內容。」 

​4. 任務拆解 (解決複雜大任務) ​「第一步，先幫我列出『[填入大型目標，例如：吉他自學三個月計畫]』的大綱。等我確認後，我們再針對第一週的內容撰寫詳細練習表。」

​5. 提示詞優化器 (讓 AI 當軍師) ​「我原本想問：『[填入你原本隨便想的問題]』。請幫我把這個提問改寫成一份具備背景、角色與具體限制的『高品質提示詞（Master Prompt）』。
」
​6. 自我批判與優化 (自帶 Debug 功能) ​「請先根據 [要求] 寫出內容。完成後，請自我檢查 [語氣/邏輯/專業度] 是否有誤或不妥，並直接提供優化後的最終版本。」

​7. 提示詞鏈 (自動化工作流) ​「步驟 1：先幫我分析 [主題]。步驟 2：根據結果，針對 [特定對象] 選出 3 個方案。步驟 3：針對選中的方案寫出 [具體執行清單]。」


“Help me plan a presentation outline for [XXXX].
If the information I provide is insufficient, please ask me follow-up questions until you clearly understand my needs before answering.
Whenever you ask questions, please use multiple-choice options and provide suggestions so I can respond quickly.”

Additional prompt examples below for reference and application:

2. Set a Clear Role (Expert Soul Capture)

“Please act as a professional with 15 years of experience as a [insert profession, e.g., celebrity personal trainer].
Design a [insert expected outcome, e.g., minimal yet highly effective fat-loss plan] for someone who [insert current situation, e.g., sits in an office all day and eats out for every meal].”

3. Few-Shot Guidance (Style Copy Technique)

“Please mimic the following format and tone in your writing:
‘[Paste an example of text you previously wrote here].’
Now, please write content about ‘[insert new topic].’”

4. Task Decomposition (Solving Complex Goals)

“Step 1: First, help me list an outline for ‘[insert major goal, e.g., a 3-month self-study guitar plan].’
After I confirm it, we’ll then write a detailed practice schedule for the first week.”

5. Prompt Optimizer (Let AI Be Your Strategist)

“My original question was: ‘[insert your original rough question].’
Please help me rewrite this into a high-quality prompt (Master Prompt) that includes background, role definition, and specific constraints.”

6. Self-Critique and Optimization (Built-in Debug Mode)

“Please first create the content based on [requirements].
After completing it, self-review whether the tone / logic / professionalism has any issues, and then directly provide the optimized final version.”

7. Prompt Chaining (Automated Workflow)

“Step 1: First, help me analyze [topic].
Step 2: Based on the results, select 3 solutions for [specific target audience].
Step 3: For the chosen solution, write a [detailed execution checklist].”

 

你是一名药膳厨师，我家有4口人，一个80岁卧床老人，一个女儿25岁【140斤，165cm】需要减肥，夫妻两人【男55岁，女51岁】，需要列出每周菜单，【老人和女儿】正餐需要有一道符合她们的菜式。请提供4周食谱 你是一名中國籍廚神，下週需要準備幾道晚宴菜單，請讓那些參與晚宴朋友，知道你的獨特料理是地球找不到的，千金買不到的，廚神不是當假的，幫我列出那幾道讓人驚嘆的菜單. 

如果加上貴賓國籍或喜好的口味 廚神一定能做出符合貴賓神級佳餚. 


“You are a medicinal cuisine (food therapy) chef.
There are 4 people in my household: one 80-year-old bedridden elderly person, one daughter aged 25 (140 jin / ~70 kg, 165 cm) who needs to lose weight, and a couple (male 55 years old, female 51 years old).
You need to list a weekly menu.
For each main meal, there must be one dish specifically suitable for the elderly person and one dish specifically suitable for the daughter.
Please provide a 4-week meal plan.”

“You are a Chinese national master chef (God-level chef).
Next week, you need to prepare several banquet dinner menus.
Make the attending friends feel that your unique cuisine cannot be found anywhere on Earth, cannot be bought even with unlimited money, and that the title of ‘Master Chef’ is absolutely real, not just for show.
Help me list several astonishing, awe-inspiring dishes.”

“If the nationality of the VIP guests or their preferred flavors are added, the Master Chef will definitely be able to create divine, god-tier dishes perfectly tailored to the guests.”

(668) 觀點LAB - YouTube

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