Quinn Irvine

Volatility harvester focusing on Indices. Currently monitoring $GLD, $SPY, $DIA. Boxing.

[⭐JC 🏹 @niftywizard]

One gap down from this zone. All
Over 😎

[Dylan Campbell @Dyl_Cmp12]

@SWalkerCapital definitely keeping an eye on pltr and drma here

[Quinn Irvine @LetherHawins]

@codewithimanshu looks super handy, gonna check it out soon

[Quinn Irvine @LetherHawins]

@kasegeno19104 makes sense, tight ranges do pack a punch usually

[Quinn Irvine @LetherHawins]

@AndasonF85945 @karyl_xyrra totally agree, it’s all about the context for sure

[Quinn Irvine @LetherHawins]

@TradeTracs definitely gonna check this out, sounds super helpful!

[Utkarsh Anand @utkarsh_xbt]

@vipkundli 200 pips pump from breakout, then dump.. technically it pumped.

[Quinn Irvine @LetherHawins]

@0xdefighter nice calls so far, $15k bottom was solid prediction

[Quinn Irvine @LetherHawins]

@TerryH81740 aww, those paws are in the best hands for sure :)

[Quinn Irvine @LetherHawins]

@b_brito pltr looks like a solid bargain atm

[Quinn Irvine @LetherHawins]

@MariaBalochPK @NiniYmz آمین والله يبارك فيك

[Afzaal Nadeem @nadeemafzaal43]

@haniabatool9 Allah Allah subhan Allah

[@CryptoMarketIntel @AndasonF85945]

SMART TRADERS USE CONFIRMATION
No Bitcoin trade should be taken blindly.
Always look for confluence:
✔ Trend
✔ Support & Resistance
✔ Candlestick confirmation

[Quinn Irvine @LetherHawins]

@shaynevill @fares__2001 hope this brings some real change soon

[Afzaal Nadeem @nadeemafzaal43]

@chayma65589 Allah Hu Akbar

[Quinn Irvine @LetherHawins]

@AbsiImmort18218 @chayma65589 اللهم آمين يارب العالمين دائماً وأبداً

[Quinn Irvine @LetherHawins]

@joselui49470544 @Danny_Crypton yeah, super smooth vibe here

[Mr. Jason💡 @jason_coder0]

@marryevan999 Excellent share

[Livsun @L1vsun]

hedge funds don't track 500 stocks

they track 5 hidden forces that move all 500 simultaneously - and they've known this for decades

technique: PCA, or principal component analysis - it compresses a full return matrix into ranked components

first 5 components alone explain roughly 78% of all price movement in the S&P

which means 78% of what your "stock pick" does is driven by 5 things you've never looked at

rate sensitivity, size premium, value vs growth, momentum persistence, volatility regime

these aren't investment themes - they're latent patterns extracted from 30 years of return data

your portfolio isn't 500 independent bets

it's a weighted exposure to 5 dials, moving in directions you've never been told to measure

bridgewater, AQR, two sigma mapped these forces first - and they've been trading them ever since

math to do this is Pearson, 1901 - public, in every stats textbook, costs nothing

gap isn't secret data or better models

it's that you've been analyzing symptoms while they trade the source

[Himanshu Kumar @codewithimanshu]

An ex-OpenAI engineer walked up to me at a meetup in SF

I was showing my Polymarket terminal. He looked at the screen for ten seconds and said one sentence.

You are trading blind. The data is sitting in the open and you are writing prompts.

I did not understand. What data.

He took my laptop. Opened one repository.

github/warproxxx/poly_data

86 million trades. Every wallet. Every entry. Every exit. The entire Polymarket history since day one.

At OpenAI models do not guess. They read.

Connect Claude Code to this dataset and find every wallet with a win rate above 70% and more than 100 trades.

I asked why Claude and not GPT.

Because Claude Code connects to the repo directly. It reads the entire codebase. Not a chatbox. A runtime.

That evening I connected it.

Claude pulled 47 wallets in 4 minutes.

Average profit: $214K
Hold time: 7 hours
91% close BEFORE resolution

Top wallets capture 86% of the move and cut losers at 12%.

Everyone else captures 58% of profit and holds losers to 41%.

Same exact entries. The exits make it a completely different game.

Then he showed me the scanner.

github/Polymarket/polymarket-cli

Three commands and the bot sees 500+ markets in real time. No API key. Read-only.

Claude built the scoring in 20 minutes:

→ Gap between price and model above 7 cents
→ Book depth above $500
→ Resolution in 4 to 48 hours

93% of markets get killed instantly. Only the fat ones survive.

He sent me an article where a guy built a full bot over a weekend from these same repos.

Copytrade link: kreo/lunar

Three exit triggers:

→ Target 85% of expected move
→ Volume spike x3 means smart money leaving
→ 24 hours of silence means thesis is dead

I copied the whole stack.

VPS $5 per month
Claude $20 per month
Total $25 per month

No team. No office. No Bloomberg.

16 days running.
187 trades executed.
71% win rate.
$800 seed.

+$8,700 profit.

I sent him my screen. He replied a day later.

You just replicated for $25 what cost us six months and 11 people.

I said thanks for the tip.

He said delete this chat.

Too late.

The edge is not the AI. It is connecting it to structured data and letting it build detection systems autonomously.

You only need Claude + device + 1 hour per day.

Giving this free for 24 hours.

To get it:

1. Comment the word "Profit"
2. Like and retweet this
3. Follow me @codewithimanshu so I can DM you

Save this post. Connect Claude to your data this week. Start with small datasets. Scale on evidence.