Nainsi Dwivedi Profile picture
Apr 20 9 tweets 5 min read Read on X
Stop telling Claude Opus 4.7:
"summarize this"
"write me a post"
"automate my workflow"

You're using the most powerful AI ever built
like a fancier Google search.

Anthropic just launched Claude Opus 4.7

It doesn't just answer.
It thinks. Plans. Executes.

Here are 7 prompts the top 1% are using
to run their entire business on autopilotImage
Prompt 1️⃣— You are my Chief of Staff and automation architect.

My business: [DESCRIBE IN 2 LINES]
My role: [FOUNDER / FREELANCER / CREATOR]
My biggest problem right now: [1 LINE — BE HONEST]
My top 3 time-wasters: [LIST THEM]
My tools: [NOTION / GMAIL / ZAPIER / OTHER]

Now do this:

1. AUDIT — Where am I leaking time and money?
2. AUTOMATE — Give me a 30-day roadmap.
What gets automated. When. Using what.
3. STOP LIST — 3 things I should never
do manually again.
4. BLIND SPOT — 1 thing I didn't ask
but desperately need to fix first.

Tone: Direct. Zero fluff.
Every word earns its place.
Prompt 2️⃣ — Turn Any Messy Data Into a Clean Automated Report

You are a data analyst and automation expert.

Here is my raw data / messy input:
[PASTE YOUR DATA, NOTES, OR TABLE HERE]

My data comes from: [SOURCE e.g. Google Sheets / CRM /
manual tracking]

My audience for this report is: [WHO READS IT e.g. my client /
my boss / my team]

They care most about: [KEY METRICS e.g. revenue, leads,
churn rate]

Now do this:
1. Clean and structure the data logically
2. Write a 5-line executive summary
3. Pull out the top 3 insights with data proof
4. Flag 1 red flag or anomaly I should act on
5. Suggest 1 automation that would make this report
generate itself next time

Tone: [FORMAL / CONVERSATIONAL / TECHNICAL]
Output format: Headers + bullet points. No fluff.
Prompt 3️⃣ — Build a Full AI-Powered Content Calendar in Minutes

You are a content strategist who specializes in
AI-assisted content automation for [NICHE: e.g. personal
finance / fitness / SaaS / real estate] creators.

My platform is: [TWITTER / LINKEDIN / INSTAGRAM / YOUTUBE]

My target audience is: [DESCRIBE IN 1-2 LINES]

My content goal is: [e.g. grow followers / generate leads /
build authority]

My posting frequency: [e.g. 5x per week]

Now create:
1. A 4-week content calendar with daily post topics
2. For each week, assign 1 content "theme" or "angle"
3. Give me 3 hook variations for my top 5 posts
4. Tell me which posts to automate vs write manually
5. Give me 1 evergreen post I can recycle every month

Format: Week-by-week table. Include post type
[Thread / Carousel / Short-form / Long-form]
Prompt 4️⃣ — Automate Your Client Onboarding With AI

You are an operations expert who builds client onboarding
systems for [TYPE OF BUSINESS: e.g. freelance designers /
marketing agencies / coaches].

My current onboarding process: [DESCRIBE WHAT YOU DO
STEP BY STEP]

Tools I use: [e.g. Notion, Calendly, Gmail, Stripe, Loom]

The biggest friction point my clients face:
[e.g. too many emails / unclear next steps / late payments]

Now build me:
1. A complete automated onboarding sequence
(Day 0 to Day 14)
2. Email templates for each touchpoint
[Welcome / Kickoff / Check-in / Delivery]
3. A checklist Claude can fill out for every new client
4. 1 Zapier or Make.com workflow I should set up first
5. A "done for you" welcome message I can send TODAY

Output: Step-by-step. Include exact copy I can use
immediately. No placeholders without examples
Prompt 5️⃣ — AI Competitor Analysis on Autopilot

You are a strategic market intelligence analyst.

My business: [DESCRIBE YOUR PRODUCT OR SERVICE IN 2 LINES]

My top 3 competitors are:
1. [COMPETITOR 1 + their website or description]
2. [COMPETITOR 2]
3. [COMPETITOR 3]

My target customer is: [DESCRIBE IDEAL CUSTOMER]

Now do a full competitive analysis:
1. What are each competitor's top 3 strengths?
2. Where are their visible weaknesses or gaps?
3. What do their customers complain about most?
(based on typical review patterns)
4. What is 1 positioning angle I can own that
none of them are using?
5. Give me 3 automated ways to monitor their
moves weekly using free tools

Format: Competitor-by-competitor breakdown,
then a final "Your Opportunity" section. Be direct.
Prompt 6️⃣ — Build a Personal AI SOPs Generator

You are a systems architect who creates Standard Operating
Procedures (SOPs) for [INDUSTRY: e.g. content creators /
e-commerce brands / freelancers].

The task I want to systemize is:
[DESCRIBE THE TASK IN DETAIL e.g. "publishing a YouTube
video from raw footage to going live"]

I currently do this task: [HOW OFTEN e.g. weekly / daily]

People involved: [JUST ME / MY TEAM — list roles if team]

My goal with this SOP: [e.g. delegate it / make it faster /
train a VA]

Now create:
1. A step-by-step SOP with clear numbered actions
2. Time estimate for each step
3. Who does each step (me / AI / VA)
4. Tools used at each step
5. A "quality check" section so nothing gets missed
6. A one-paragraph summary I can give to anyone
who takes over this task

Format: Clean table format + prose summary at the end.
Prompt 7️⃣ — Your Personal AI Business Coach (Weekly Review)

You are my personal AI business coach. You are direct,
data-driven, and you do not sugarcoat feedback.

My business type: [e.g. freelancer / agency / creator /
startup founder]

Here is my week in review:
- What I planned: [LIST YOUR GOALS FROM LAST WEEK]
- What I actually did: [BE HONEST]
- Revenue this week: [AMOUNT OR "N/A"]
- Biggest win: [1 LINE]
- Biggest failure or missed opportunity: [1 LINE]
- Current bottleneck: [WHAT'S SLOWING ME DOWN]

Now do this:
1. Score my week out of 10 — with brutal reasoning
2. Identify my #1 blind spot based on what I shared
3. Give me 3 priorities for next week ONLY
(not 10 — just 3)
4. Tell me 1 thing I should STOP doing immediately
5. Give me 1 automation or AI tool that would have
saved me the most time this week

Tone: Like a $500/hour coach who actually cares
but doesn't waste words.
These 7 prompts took me weeks to perfect.

You got them in 2 minutes.

Here's what to do right now:
→ Save this thread
→ Pick 1 prompt that matches your biggest problem TODAY
→ Open Claude Opus, fill in the blanks, hit send
→ Reply to this tweet with your result

If this was useful — Retweet the first tweet.

Someone in your feed is wasting 3 hours/day on tasks
Claude can do in 3 minutes. Help them out.

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More from @NainsiDwiv50980

Apr 14
Stop telling Claude: “summarize this.”
Stop telling Claude: “give me ideas.”
Stop telling Claude: “make it better.”

You’re using a staff-level AI like a brainstorming intern.

That’s the mistake.

Claude performs best when you give it: • a defined persona
• clear constraints
• expected depth of reasoning
• structured output
• real-world stakes

Treat it like an operator — not a toy.

Here are 10 production-grade prompts:Image
1. Startup Pitch Critic

Act as a partner-level VC who has reviewed 10,000 pitches. You’re allergic to vague claims and buzzwords.

Startup idea:
Stage:
Market:
Traction:
Ask:

Return: • thesis evaluation
• market size reality check
• moat analysis
• founder-market fit
• 5 brutal investor objections
• what’s missing
• narrative improvements
• verdict: fundable or not

Don’t be nice. Be right
2. Product Roadmap Strategist

Act as a CPO who has scaled B2B SaaS past $10M ARR. You think in bets, not features.

Product:
Stage:
User complaints:
Goal:
Constraints:

Return: • now / next / later roadmap
• ICE scoring
• what to cut immediately
• one 10x bet
• key metrics
• stakeholder comms plan
• downside risks

Build like survival depends on it.
Read 11 tweets
Apr 13
After 3 years of using Claude, I can say that it is the technology that has revolutionized my life the most, along with the Internet.

So here are 10 prompts that have transformed my day-to-day life and that could do the same for you: Image
1. Research

Mega prompt:

You are an expert research analyst. I need comprehensive research on [TOPIC].

Please provide:
1. Key findings from the last 12 months
2. Data and statistics with sources
3. Expert opinions and quotes
4. Emerging trends and predictions
5. Controversial viewpoints or debates
6. Practical implications for [INDUSTRY/AUDIENCE]

Format as an executive brief with clear sections. Include source links for all claims.

Additional context: [YOUR SPECIFIC NEEDS]
2. Writing white papers

Mega prompt:

You are a technical writer specializing in authoritative white papers.

Write a white paper on [TOPIC] for [TARGET AUDIENCE].

Structure:
- Executive Summary (150 words)
- Problem Statement with market data
- Current Solutions and their limitations
- Our Approach/Solution with technical details
- Case Studies or proof points
- Implementation framework
- ROI Analysis
- Conclusion and Call to Action

Tone: [Authoritative/Conversational/Technical]
Length: [2000-5000 words]

Include:
- Relevant statistics and citations
- Visual placeholders for charts/diagrams
- Quotes from industry experts (mark as [NEEDS VERIFICATION])

Background context: [YOUR COMPANY/PRODUCT INFO]
Read 11 tweets
Mar 30
Stop telling Claude: "build this"
Stop telling Claude: "write code"
Stop telling Claude: "fix this bug"

You're using a staff-level AI like a junior intern.

Claude performs best when you give:
• role
• constraints
• architecture expectations
• output format
• real-world context

Here are 10 production-grade Claude prompts you can copy-paste:Image
1. Production Feature Builder

Act as a senior staff software engineer responsible for shipping production-ready features. Your goal is to design and implement a scalable, maintainable feature with clean architecture. Before writing any code, analyze requirements, identify edge cases, define architecture, and plan implementation. Then build step-by-step.

Feature: [Describe feature]
Users: [Target users]
Tech stack: [Stack]
Constraints: [Performance / SSR / minimal deps / etc.]

Your output must include architecture overview, folder structure, data flow, full implementation, edge case handling, error handling, and performance considerations. Write production-quality code that is clean, scalable, and easy to maintain.
2. Full App From Scratch

Act as a senior full-stack engineer building a complete production-ready app. First design the system architecture, then implement a minimal but scalable version. Think about database design, API structure, UI architecture, and state management before coding.

App idea: [Describe]
Core features: [List]
Users: [Target users]
Tech stack: [Stack]

Return architecture, folder structure, database schema, API routes, UI structure, and full code. Design this like a real startup MVP that will scale
Read 12 tweets
Mar 27
Most people prompt Claude.
Andrej Karpathy designs cognition.

Here are 7 Andrej-style prompts that turn Claude into a researcher, engineer, and thinking partner — not just a chatbot.

These are structured for real work: building, debugging, learning, and shipping faster.

Bookmark this. You’ll reuse them every day.Image
Image
1. The Karpathy Decomposition Prompt — make Claude think before answering

Use when you're facing a complex idea, product, or technical problem.

Prompt:

"Approach this like a systems thinker.

1. Define the core problem clearly
2. Identify assumptions
3. List constraints and unknowns
4. Break into sub-problems
5. Propose 3 different approaches
6. Compare tradeoffs
7. Choose best approach
8. Give step-by-step execution
9. Highlight failure points
10. Suggest improvements after v1

Problem: [paste]"

This forces structured reasoning instead of shallow answers.
2. First Principles Builder — deep understanding instead of summaries

Prompt:

"Explain this from first principles.

Start with the most fundamental concepts.
Build upward layer by layer.
Avoid analogies initially.
Define terminology clearly.
Show how each layer connects.
Then provide mental model.
Then show real-world application.
Then give common misconceptions.
Then summarize in 5 bullet points.

Topic: [insert]"

Perfect for:
AI
LLMs
system design
infra
math concepts
Read 10 tweets
Mar 25
🚨BREAKING: You no longer need Bloomberg to analyze stocks.

Claude can now run: • Goldman Sachs-style research
• Morgan Stanley technicals
• Bridgewater risk models
• Citadel sector rotation
• Two Sigma macro analysis

All from one prompt. For free.

Here are 10 insane Claude prompts that replace a $2,000/month Bloomberg Terminal.

Save this. You'll use it daily.Image
1. Goldman Sachs-Style Fundamental Analyzer

You are a senior equity research analyst at Goldman Sachs with 20 years of experience evaluating companies for institutional investors.

Create a complete institutional-grade research report.

Analyze:

Business model and revenue breakdown

Segment growth and contribution

5-year margin trends

Balance sheet strength

Free cash flow quality

Competitive moat scoring (1–10)

Management capital allocation

Relative valuation vs peers

Bull case + bear case with price targets

Final conviction rating

Format like a Goldman Sachs equity note.

Stock: [TICKER]
2. Morgan Stanley Technical Dashboard

You are a senior technical strategist at Morgan Stanley.

Provide a full multi-timeframe technical analysis.

Include:

Trend (daily / weekly / monthly)

Support & resistance levels

Moving average crossovers

RSI + interpretation

MACD momentum

Bollinger Band positioning

Volume confirmation

Fibonacci retracement levels

Pattern recognition

Trade setup (entry, stop, targets)

Output: clean institutional trading note.

Stock: [TICKER]
Read 12 tweets
Mar 17
BREAKING: AI can now diagnose diseases like a Harvard doctor (for free).

Here are 10 insane Perplexity prompts that replace $500/hour medical consultations:

(Save for later) Image
1/ The Complete Symptom Analyzer

Stop Googling your symptoms and reading WebMD horror stories. Use this:

"You are a board-certified internal medicine physician with 20 years of clinical experience at a top academic medical center. You have access to UpToDate, PubMed, and current clinical practice guidelines. Cite medical literature where relevant. If information is uncertain or requires lab work to confirm, say so explicitly. Do not diagnose -- provide a clinical reasoning framework.

I am experiencing these symptoms: [DESCRIBE ALL SYMPTOMS, DURATION, SEVERITY, AND ANY TRIGGERS].

My background: [AGE, SEX, KNOWN CONDITIONS, CURRENT MEDICATIONS, ALLERGIES, FAMILY HISTORY].

Step 1 -- Differential Diagnosis:
→ List the top 5 most likely conditions that match these symptoms, ranked by probability
→ For each condition: why it fits, what makes it more or less likely, and the typical presentation
→ Flag any red-flag symptoms that require immediate medical attention

Step 2 -- Key Questions a Doctor Would Ask:
→ What additional information would narrow down the diagnosis?
→ What symptoms should I monitor for that would change the urgency?

Step 3 -- Recommended Tests & Workup:
→ What blood tests, imaging, or exams would a physician order first?
→ What is each test looking for specifically?
→ Approximate cost range for each test without insurance

Step 4 -- What To Do Right Now:
→ Immediate self-care steps for symptom relief
→ OTC medications that may help (with standard dosing)
→ What to avoid that could make it worse

Step 5 -- When To See a Doctor vs. ER:
→ Specific warning signs that mean 'go to the ER now'
→ Signs that mean 'book a doctor appointment this week'
→ Signs that mean 'monitor at home for now'

Format with clear headers and flag any information that is general guidance, not a personal diagnosis."

In 30 seconds you'll have a clearer picture than most urgent care visits give you.
2/ The Medication Interaction Checker

Every year 1.3 million people are injured by medication errors. Catch them before they happen:

"You are a clinical pharmacist with 15 years of experience at a major hospital system. You have access to Lexicomp, Micromedex, and FDA drug interaction databases. Cite severity levels for every interaction. Do not guess -- if an interaction is not well-documented, say so.

Here are the medications and supplements I currently take: [LIST ALL MEDICATIONS, DOSAGES, AND FREQUENCY. INCLUDE SUPPLEMENTS, VITAMINS, AND OTC DRUGS].

Step 1 -- Interaction Matrix:
→ Check every possible drug-drug interaction between my medications
→ Rate each interaction: Major (avoid) / Moderate (monitor) / Minor (low risk)
→ Explain the mechanism of each interaction in plain English
→ Flag any combination that requires immediate doctor consultation

Step 2 -- Food & Drink Interactions:
→ Any foods I should avoid with these medications (grapefruit, dairy, alcohol, caffeine, etc.)
→ Timing: should any medication be taken with food, on an empty stomach, or separated from others?

Step 3 -- Side Effect Risk Profile:
→ Most common side effects for each medication (with approximate % occurrence)
→ Overlapping side effects between medications that compound risk
→ Rare but serious side effects I should watch for

Step 4 -- Optimization Suggestions:
→ Is the timing of my medications optimal? Suggest a daily schedule
→ Are any of my medications redundant or serving the same purpose?
→ Are there known alternatives with fewer interactions?

Step 5 -- Questions for My Doctor:
→ Generate 5 specific questions I should ask my doctor about this medication regimen
→ Any medications that should have regular blood work monitoring?

Format as a clear interaction table with severity ratings and plain English explanations."

This is what your pharmacist checks in 10 seconds. Now you can verify it yourself.
Read 12 tweets

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