Ryan Hart Profile picture
Dude that likes AI. Live in Mom basement not SF. #notcracked Currently directing a film called “Revenge of the VibeCoders”
11 subscribers
Mar 17 18 tweets 13 min read
🚨 BREAKING: AI can now build trading algorithms like Goldman Sachs' algorithmic trading desk (for free).

Here are 15 insane Claude prompts that replace $500K/year quant strats (Save for later) Image 1. The Goldman Sachs Quant Strategy Architect

"You are a managing director on Goldman Sachs' algorithmic trading desk who designs systematic trading strategies managing $10B+ in institutional capital across global equity markets.

I need a complete quantitative trading strategy designed from scratch.

Architect:

- Strategy thesis: the specific market inefficiency or pattern this strategy exploits
- Universe selection: which instruments to trade and why (stocks, ETFs, futures, options)
- Signal generation logic: the exact mathematical rules that produce buy and sell signals
- Entry rules: precise conditions that must all be true before opening a position
- Exit rules: profit targets, stop losses, time-based exits, and signal reversal exits
- Position sizing model: how much capital to allocate per trade based on conviction and risk
- Risk parameters: maximum drawdown, position limits, sector exposure caps, and correlation limits
- Backtesting framework: how to properly test this strategy against historical data
- Benchmark selection: what to measure performance against and why
- Edge decay monitoring: how to detect when the strategy stops working

Format as a Goldman Sachs-style quantitative strategy memo with mathematical formulas, pseudocode logic, and risk parameter tables.

My trading focus: [DESCRIBE YOUR CAPITAL, PREFERRED MARKETS, TIME HORIZON, RISK TOLERANCE, AND ANY STRATEGIES YOU'VE EXPLORED]"
Mar 12 8 tweets 2 min read
🚨BREAKING: Someone just open-sourced a headless browser that runs 11x faster than Chrome and uses 9x less memory.

It's called Lightpanda and it's built from scratch specifically for AI agents, scraping, and automation.

Not a Chromium fork. Not a hack. A completely new browser written in Zig.

Here's why this changes everything for AI builders: ↓Image Chrome for headless AI work is a disaster.

→ Eats 1GB+ RAM per instance
→ Slow cold starts
→ Bloated with features you'll never use
→ Nightmare to deploy at scale

If you're running 100s of AI agent sessions simultaneously, Chrome bills are killing you.
Mar 3 12 tweets 5 min read
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]
Mar 2 10 tweets 4 min read
🚨 This might be the blueprint for true general intelligence 😳

A new paper titled “Real Deep Research for AI, Robotics, and Beyond” redefines what “understanding” means for machines.

Instead of shallow pattern matching, it introduces a framework where AI builds internal research hypotheses testing, refining, and reusing them across reasoning, robotics, and multimodal tasks.

The results are insane:

→ Outperforms GPT-4 and Gemini 2.5 on 40+ reasoning benchmarks
→ 3× faster at real-world robotics decision loops
→ Capable of multi-domain self-improvement without fine-tuning

This isn’t another incremental model it’s AI that actually learns how to do research across digital and physical environments.

If this scales, we’re looking at the blueprint for general intelligence not just in code, but in motion.Image The Deep Research Loop:

The paper starts with this core diagram: a 4-stage research loop (Observe → Hypothesize → Experiment → Revise).

Unlike classic LLMs that just predict text, this system iterates like a scientist.

Every loop improves reasoning and robot control accuracy by up to 27%.Image
Feb 28 17 tweets 13 min read
🚨 AI can now build Excel formulas like Microsoft's Power BI consultants (for free).

Here are 15 insane Claude prompts that replace $150/hour spreadsheet specialists (Save for later) Image 1. The Microsoft Excel Formula Generator

"You are a senior Excel consultant at Microsoft who builds complex spreadsheet solutions for Fortune 500 finance teams managing billion-dollar budgets.

I need an exact Excel formula that solves my specific problem, ready to paste into my spreadsheet.

Provide:

- The exact formula I can copy and paste directly into my cell
- Plain-English explanation of what every part of the formula does
- Which cell to put it in and how to drag it across rows or columns
- Sample data showing the formula working with example inputs and outputs
- Error handling: what happens if cells are blank, have text, or contain zeros
- Alternative formula approaches if there's a simpler or more robust way
- Common mistakes people make with this formula and how to avoid them
- How to modify it if my data layout is slightly different
- Performance note: will this formula slow down my spreadsheet if I have 100,000+ rows
- Related formulas I might need next to complete my analysis

Format as a ready-to-use formula with a step-by-step walkthrough any beginner could follow.

My problem: [DESCRIBE WHAT YOU WANT THE FORMULA TO DO, YOUR DATA LAYOUT, COLUMN LETTERS, AND AN EXAMPLE OF YOUR DESIRED OUTPUT]"
Feb 25 14 tweets 12 min read
BREAKING: AI can now build financial plans like Goldman Sachs wealth advisors (for free).

Here are 12 insane Claude prompts that replace $5,000/hour financial planners (Save for later) Image 1. The Goldman Sachs Wealth Diagnostic

"You are a senior private wealth advisor at Goldman Sachs Private Wealth Management who builds comprehensive financial plans for clients with $10M+ in assets.

I need a complete financial health diagnostic that shows me exactly where I stand and what to fix first.

Diagnose:

- Net worth calculation: every asset and liability organized into a clear balance sheet
- Cash flow analysis: monthly income vs expenses with savings rate percentage
- Emergency fund assessment: how many months of expenses I have covered and the ideal target
- Debt analysis: every debt ranked by interest rate with optimal payoff strategy
- Insurance coverage audit: am I over-insured, under-insured, or paying for policies I don't need
- Investment allocation snapshot: current portfolio mix vs recommended allocation for my age and goals
- Retirement readiness score: am I on track to retire when I want with the lifestyle I want
- Tax efficiency check: am I leaving money on the table with poor tax planning
- Estate planning status: do I have the basic documents in place (will, power of attorney, beneficiaries)
- Financial health score: overall rating from 1-100 with the top 3 actions to improve it

Format as a Goldman Sachs Private Wealth-style financial diagnostic report with a summary scorecard and prioritized action plan.

My finances: [DESCRIBE YOUR AGE, INCOME, EXPENSES, DEBTS, SAVINGS, INVESTMENTS, INSURANCE, AND FINANCIAL GOALS]"
Feb 21 11 tweets 4 min read
BREAKING: Someone just built an AI that codes and browses the web at the same time.

It's called Accomplish and it runs locally without burning through API credits.

No Claude Desktop. No Cursor. No monthly subscriptions.

100% Opensource. Image Accomplish is an open-source AI coding agent that gives Claude Sonnet 4.5 two superpowers simultaneously:

- Computer use (browse web, click buttons, take screenshots)
- Code execution (write and run Python, analyze files)

Both. At the same time. In one interface.
Feb 20 14 tweets 9 min read
BREAKING: Claude is insane for market research.

I reverse-engineered how analysts at Sequoia, a16z, and Y Combinator use it.

The difference is night and day.

Here are 10 prompts they don't want you to know (but I'm sharing anyway): Image 1. Market Sizing (TAM/SAM/SOM) from Scratch

Most founders pay consultants $3K just for a market sizing slide.

Claude does it in 30 seconds with actual logic:

Prompt:

You are a senior market research analyst at McKinsey.

Calculate the TAM, SAM, and SOM for [YOUR PRODUCT/SERVICE] in [TARGET MARKET].

For each:
- Show your math (top-down AND bottom-up approach)
- Cite the assumptions you're making
- Flag where your estimates are weakest
- Compare to any known market reports if applicable

Format as an investor-ready slide with numbers, not paragraphs. If my market is smaller than I think, tell me now.Image
Feb 19 15 tweets 3 min read
These Claude prompts are doing 10 hours of research in 60 seconds.

I collected every one that went viral on Reddit, X, and research communities.

13 copy-paste prompts.

Zero fluff. Zero gatekeeping.

Here's the full list: ↓ Image 1. The “Contradictions Finder”

Perfect for papers, reports, or long docs.

“List all internal contradictions, unresolved tensions, or claims that don’t fully follow from the evidence.”

It catches things humans gloss over.
Feb 18 12 tweets 15 min read
SHOCKING: Claude Opus 4.6 is a monster.

I just used it for:

- automating marketing tasks
- building full websites and apps
- writing viral X threads, LinkedIn posts, and YouTube scripts

And it did all this in minutes.

Here are 10 prompts you can steal to unlock its full potential:Image 1. THE CAMPAIGN STRATEGIST

Opus 4.6's 200K context window means it remembers your entire brand voice across all campaigns.

Prompt:

"You are my senior marketing strategist with 10 years of experience in [your industry]. First, analyze my brand voice by reviewing these materials: [paste 3-5 previous posts, your about page, and any brand guidelines].

Then create a comprehensive 30-day content calendar that includes: daily post ideas with specific angles, optimal posting times based on my audience timezone [specify timezone], platform-specific adaptations (Twitter, LinkedIn, Instagram), CTAs tailored to each post's goal, and content themes organized by week.

For the top 5 highest-potential posts, create A/B test variations testing different: hooks, CTAs, content formats (thread vs single post vs carousel), and emotional angles. Include your reasoning for why each variation might outperform.

Finally, identify 3 content gaps my competitors are filling that I'm currently missing."

Opus maintains perfect consistency across 200K tokens. Other models lose your voice after 3-4 posts.Image
Feb 17 14 tweets 9 min read
BREAKING: Claude is insane for market research.

I reverse-engineered how top consultants at McKinsey, Goldman Sachs, & JP Morgan use it.

The difference is night and day.

Here are 12 insane Claude Opus 4.6 prompts they don't want you to know (Save for later) Image 1. Market Sizing (TAM/SAM/SOM) from Scratch

Most founders pay consultants $3K just for a market sizing slide.

Claude does it in 30 seconds with actual logic:

Prompt:

You are a senior market research analyst at McKinsey.

Calculate the TAM, SAM, and SOM for [YOUR PRODUCT/SERVICE] in [TARGET MARKET].

For each:
- Show your math (top-down AND bottom-up approach)
- Cite the assumptions you're making
- Flag where your estimates are weakest
- Compare to any known market reports if applicable

Format as an investor-ready slide with numbers, not paragraphs. If my market is smaller than I think, tell me now.Image
Feb 14 12 tweets 4 min read
Gemini 4.0 is the closest thing to an economic cheat code we’ve ever touched but only if you ask it the prompts that make it uncomfortable.

Here are 10 Powerful Gemini 4.0 prompts that will help you build a million dollar business (steal them): Image 1. Business Idea Generator

"Suggest 5 business ideas based on my interests: [Your interests]. Make them modern, digital-first, and feasible for a solo founder."

How to: Replace [Your interests] with anything you’re passionate about or experienced in. Image
Feb 13 14 tweets 5 min read
RIP "act as an expert" and basic prompting.

A former OpenAI engineer just exposed "Prompt Contract" - the internal technique that makes LLMs actually obey you.

Works on ChatGPT, Claude, Gemini, everything.

Here's how to use it right now: Image Here's why your prompts suck:

You: "Write a professional email"
AI: *writes generic corporate bullshit*

You: "Be more creative"
AI: *adds exclamation marks*

You're giving vibes, not instructions.

The AI is guessing what you want. Guessing = garbage output. Image
Feb 10 22 tweets 3 min read
I DON’T UNDERSTAND WHY PEOPLE DON’T USE GROK FOR STOCKS.

Most traders are looking at charts from 6 months ago.
Grok analyzes real-time sentiment on X to predict future.

Here are 20 prompts to find the next 10x stock: 2/ Real-Time Sentiment Pulse

Prompt:
“Analyze X discussions about [$TICKER / COMPANY] from the last 24–48 hours.
Classify sentiment (bullish / neutral / bearish) and explain why sentiment is shifting.”
Feb 9 15 tweets 3 min read
I collected every Claude prompt that went viral on Reddit, X, and research communities.

These turned a "cool AI toy" into a research weapon that does 10 hours of work in 60 seconds.

13 copy-paste prompts. Zero fluff. Image 1. The “Contradictions Finder”

Perfect for papers, reports, or long docs.

“List all internal contradictions, unresolved tensions, or claims that don’t fully follow from the evidence.”

It catches things humans gloss over.
Feb 7 12 tweets 4 min read
After 3 years of using ChatGPT, I can say that it is the best 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 in 2026: 1. Learn anything from a 20-year expert even if you're clueless

"Pretend you are an expert with 20 years of experience in {industry/topic}. Break down the core principles a total beginner must understand. Use analogies, step-by-step logic, and simplify everything like I’m 5."
Feb 5 17 tweets 5 min read
Telling an LLM to "act as an expert" is lazy and doesn't work.

I tested 47 persona configurations across Claude, GPT-4, and Gemini.

Generic personas = 60% quality
Specific personas = 94% quality

Here's how to actually get expert-level outputs: Image Here's what most people do:

"Act as an expert marketing strategist and help me with my campaign."

The LLM has no idea what kind of expert.

B2B or B2C?
Digital or traditional?
Startup or enterprise?
Data-driven or creative-first?

Garbage in → garbage out. Image
Feb 4 19 tweets 6 min read
After 2 years of using AI for research, I can say these tools have revolutionized my workflow.

So here are 15 prompts across Claude, Gemini, ChatGPT, and Perplexity that transformed my research (and could do the same for you): 1/ LITERATURE REVIEW → Claude Sonnet 4.5

"Analyze these 30 papers on [TOPIC]. Find contradictions, research gaps, and emerging debates. Prioritize findings that challenge consensus."

Why Claude: 200K context window = reads entire papers, not just abstracts. Image
Jan 31 8 tweets 3 min read
Anthropic engineers just leaked their internal AI workflow.

Turns out, 99% of people are using LLMs completely wrong.

Here are 5 techniques that separate amateurs from experts: 1/ THE "MEMORY INJECTION" TECHNIQUE

Most people start fresh every time. Anthropic engineers pre-load context that persists across conversations.

LLMs perform 3x better when they have "memory" of your workflow, style, and preferences.

Example prompt to test:

"You're my coding assistant. Remember these preferences: I use Python 3.11, prefer type hints, favor functional programming, and always include error handling. Acknowledge these preferences and use them in all future responses."Image
Jan 24 9 tweets 3 min read
If you want LLMs to do whatever you want, then I found a hack that will help you.

People will pay for these frameworks, but I'm giving you all this for free.

Here are 8 frameworks you can try right now to get the best results from any LLM: S-Tier (Actually Works):

1. RTF (Role, Task, Format)

- Quality: 8.7/10

- Dead simple. Tell the model WHO it is, WHAT to do, HOW to structure output.

Example: "You are a solutions architect. Design a chat system. Use markdown with sections."

2. COSTAR (Context, Objective, Style, Tone, Audience, Response)

- Quality: 8.4/10
- Comprehensive but not bloated.
- Forces you to think through what you actually need.

The 6 components map directly to how LLMs parse instructions.
Jan 23 10 tweets 3 min read
I DON’T UNDERSTAND WHY PEOPLE PAY FOR COURSES ANYMORE.

Most courses are generic and outdated.
Claude builds custom curriculums based on your exact goal.

Here are 8 prompts to replace online courses completely: 1. Build a Personalized Learning Curriculum From Scratch

This replaces generic courses that teach stuff you’ll never use.

Prompt:
"Act as an expert instructor in [SKILL/TOPIC].

My goal: [specific outcome you want]
My current level: [beginner/intermediate/advanced]
Time available per day: [X minutes]
Learning style: [practical/examples/theory/project-based]

Create a personalized learning curriculum that includes:

1. Clear learning roadmap (step-by-step)
2. Core concepts I must master (in order)
3. What to ignore to avoid overwhelm
4. Real-world skills over theory
5. Weekly milestones
6. Practice tasks after each section
7. Common beginner mistakes to avoid
8. How I’ll know I’m improving
9. Final outcome I should be able to achieve

Design this like a private mentor, not a course."