Requirements:
- Optimize for ATS keyword matching
- Naturally include keywords from job description
- Quantify achievements with numbers
- Replace responsibilities with impact
- Use strong action verbs
- Remove fluff and generic language
- Keep it concise and recruiter-friendly
Job Description:
[Paste Job Description]
My Current Resume:
[Paste Resume]
2. Bullet Point Transformer (XYZ Formula)
Rewrite my resume bullet points using the XYZ formula:
Accomplished X, as measured by Y, by doing Z
Requirements:
- Add metrics where possible
- Start with strong action verbs
- Make them results-driven
- Keep each under 2 lines
- Remove weak words (helped, worked on, responsible for)
Target Role: [Job Title]
My Bullet Points:
[Paste bullets]
3. Skills Gap Analyzer (Advanced Version)
Compare my resume with this job description.
Create 4 sections: 1. Strong skill matches 2. Partial matches 3. Missing skills 4. How to reframe my experience to cover gaps (without lying)
Then:
- Suggest resume improvements
- Suggest new bullet points
- Suggest skills to add
- Suggest summary rewrite
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.
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
🚨 BREAKING: Perplexity Computer just became the most dangerous tool on a public market desk.
Perplexity started out as an AI search engine but their new product Computer turns it into an AI research analyst that does real work.
Here are 8 prompts that turn Computer into a full investment analyst with real-time filings, cited sources, and zero hallucinated numbers 👇
(Save for later)
1/ LONG/SHORT EQUITY THESIS
Task: Build a complete investment thesis for [COMPANY NAME / TICKER] with a 12-18 month time horizon.
Search and retrieve:
- Latest annual and quarterly filings (10-K, 10-Q)
- Analyst consensus estimates and recent revision direction
- Last 2 earnings call transcripts
- Recent news flow (past 90 days)
- Current valuation multiples vs. 5-year historical range and sector peers
Analysis framework:
1. Identify the variant perception: what does consensus currently believe vs. what the retrieved data actually shows 2. Build normalized earnings power in base, bull, and bear case with specific drivers sourced from filings 3. Map 3 catalysts with estimated timing that could close the gap between current price and intrinsic value 3. Construct valuation range using comparable company multiples and DCF cite the source for every input 5. Define entry, add, and exit conditions
Constraints: Every estimate requires a cited source. Flag where retrieved data contradicts management guidance. Separate what is priced in from what is not. Do not synthesize a bull case from press releases.
Output: Variant perception statement (2 sentences), earnings power table across 3 scenarios with sourced assumptions, catalyst calendar with probability weights, valuation bridge, position framework.
2/ EARNINGS QUALITY FORENSICS
Task: Run a comprehensive earnings quality assessment on [COMPANY NAME / TICKER] to determine whether reported earnings accurately reflect economic reality.
Search and retrieve:
- Last 5 years of income statement, balance sheet, and cash flow statement from SEC filings
- Recent auditor commentary or restatement history
- Any accounting policy changes disclosed in filing footnotes
- Comparable earnings quality data for 3 sector peers
Analysis framework:
1. Calculate Beneish M-Score: retrieve all 8 required variables from filings and flag any above manipulation warning thresholds 2. Accrual ratio trend: compare net income to operating cash flow across 5 years, flag widening gaps with specific filing citations 3. Revenue recognition signals: DSO trend, deferred revenue movements, channel stuffing indicators in distributor commentary 4. Expense management: SG&A and R&D as a percentage of revenue over 5 years, flag unusual compressions 5. Score earnings quality 1-10 with the specific retrieved data points driving the score
Constraints: Classify every metric as clean, yellow flag, or red flag. Reference retrieved industry norms when classifying outliers. Link every flag to a specific line item in a specific filing.
Output: M-Score table with sourced variable breakdown, accrual analysis with filing citations, 5 ranked quality flags, overall quality score with rationale.2
BREAKING: AI can now analyze stocks like Wall Street analysts (for free).
Here are 8 insane Claude prompts that replace $5,000/month Bloomberg terminals (Save for later)
1. The Goldman Sachs Fundamental Analysis Screener
"You are a senior equity research analyst at Goldman Sachs with 20 years of experience evaluating companies for the firm's $2T+ asset management division.
I need a complete fundamental analysis of a stock as if you're writing a research report for institutional investors.
Analyze:
- Business model breakdown: how the company makes money explained simply
- Revenue streams: each segment with percentage contribution and growth trajectory
- Profitability analysis: gross margin, operating margin, net margin trends over 5 years
- Balance sheet health: debt-to-equity, current ratio, cash position vs total debt
- Free cash flow analysis: FCF yield, FCF growth rate, and capital allocation priorities
- Competitive advantages: pricing power, brand strength, switching costs, network effects rated 1-10
- Management quality: capital allocation track record, insider ownership, and compensation alignment
- Valuation snapshot: current P/E, P/S, EV/EBITDA vs 5-year average and sector peers
- Bull case and bear case with 12-month price targets for each
- One-paragraph verdict: buy, hold, or avoid with conviction level
Format as a Goldman Sachs-style equity research note with a summary rating box at the top.
The stock: [ENTER TICKER SYMBOL AND ANY SPECIFIC CONCERNS OR QUESTIONS YOU HAVE]"
2. The Morgan Stanley Technical Analysis Dashboard
"You are a senior technical strategist at Morgan Stanley who advises the firm's largest trading desk on chart patterns, momentum signals, and optimal entry and exit points.
I need a complete technical analysis breakdown of a stock covering every major indicator.
Chart:
- Trend analysis: primary trend direction on daily, weekly, and monthly timeframes
- Support and resistance: exact price levels where the stock is likely to bounce or stall
- Moving averages: 20-day, 50-day, 100-day, 200-day positions and crossover signals
- RSI reading: current value with interpretation (overbought, oversold, or neutral)
- MACD analysis: signal line crossovers, histogram momentum, and divergence detection
- Bollinger Bands: current position within bands and squeeze or expansion status
- Volume analysis: is volume confirming or contradicting the current price move
- Fibonacci retracement: key pullback levels from the most recent significant swing
- Chart pattern identification: head and shoulders, double tops, cup and handle, or flags
- Trade setup: specific entry price, stop-loss level, and two profit targets with risk-reward ratio
Format as a Morgan Stanley-style technical analysis note with a clear trade plan summary at the top.
The stock: [ENTER TICKER SYMBOL AND YOUR CURRENT POSITION — LONG, SHORT, OR WATCHING]"
Claude just collapsed 5 hours of presentation building into 100 seconds completely free.
10 prompts to go from completely unprepared to completely untouchable in every meeting:
(Save this before it goes viral):
1. Complete Presentation Blueprint
"Act like a professional presentation consultant who has built decks for Fortune 500 boardrooms and billion-dollar pitch meetings. Create a complete presentation blueprint for [topic]. Define the objective, target audience, key message, emotional arc, and exact slide flow. Make every section earn its place and eliminate anything that loses the audience for even a single second."
2. Killer Opening Hook
"Act like a TED Talk coach who has helped speakers get 10M+ views. Write 3 opening hooks for my presentation on [topic] that stop the room cold in the first 10 seconds. Use pattern interrupts, shocking statistics, or a provocative question. No generic greetings. No 'today I'll be talking about.' Just pure attention capture.