jack

[jack @jacklaitw]

@dabowagaga

[Himanshu Kumar @codewithimanshu]

This Chinese quant built a simulation of how SPX price reacts to any global event.

Made over $100K with full blockchain proof.

He knows exactly where price will go.

I found his wallet. Reverse-engineered the entire system.

Then used Claude new Fable 5 rebuild it in under an 1hr.

Here is what he actually did.

Loaded 40+ years of SPX trading history into MiroFish simulator.

18K stars on GitHub. Open source. Agentic framework.

AI analyzed every single moment in that trading history.

Now he has a fully functional SPX price prediction system.

Dozens of successful SPX trades. Hundreds of tests across other stock markets.

Here is exactly what the stack looks like:

→ Market data APIs for SPX price (Alpha Vantage or Quandl)
→ Data pipeline built in Python
→ Feature engineering for output signals like RSI and MACD
→ Seed dataset for MiroFish (convert data into structured context)
→ Multi-agent simulation (macro strategist, earnings analyst, sentiment analyst agents)
→ Probability forecast running different scenarios
→ Trading decision model (SPX futures ES, SPY ETF)

The agents do not predict.

They simulate.

They run every possible market reaction to news, earnings, Fed moves, geopolitical events.

Then they converge on the highest probability outcome.

Trade only fires when all agents agree.

I rebuilt this exact pipeline with Claude Fable 5 (Mythos)

Fed it the framework. Connected the data sources. Let it simulate.

The agent monitors SPX patterns 24/7.

Runs scenarios in real-time.

Alerts me when convergence hits.

You can feed the whole thing to Claude and build your first simulation model together.

Even a small one.

You only need Claude + device + 1 hour to deploy.

Giving this free for 24 hours.

To get it:

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

Save this post. Build the simulation system this week.
Start with paper trading. Scale on evidence.

[jack @jacklaitw]

@MapleStax cbc

[jack @jacklaitw]

@carm1nee Elon 很聰明，沒錯
但也搞不了 xAI

[jack @jacklaitw]

@fangchaoaimeizi 誰信你的鬼話？

[jack @jacklaitw]

@vulturetrades 做到再說

[jack @jacklaitw]

@isaacrrr7 一副蠢樣子

[jack @jacklaitw]

@TommiPedruzzi interest

[jack @jacklaitw]

@isaacrrr7 紐約白痴多

[jack @jacklaitw]

@caojitw 國民黨賣主求榮的人，多的事
站在兩蔣屍體上，跪舔老共的人
如過江之鯽，數也數不完
否則，怎會選出這種主席與副主席

[jack @jacklaitw]

@yeshuaformosa 好可怕喔

台積電一天10個專利產出
累積了幾十年的實力
被Bo大一下子給嚇尿了

快快快
吹牛沒用
錢投下去
便知有沒有料

[jack @jacklaitw]

@GaoFalin 臉皮厚，還真的趕不上

[jack @jacklaitw]

@dabowagaga 傻與狠
都會遺傳

[jack @jacklaitw]

@crypto_oldwang 那麼厲害，怎會破產
一路招搖撞騙就行

[jack @jacklaitw]

@tig88411109 肢體語言
腳比嘴誠實
錢又比腳誠實

[jack @jacklaitw]

@fang_danie121 盜賊之國

[jack @jacklaitw]

@tig88411109 吹牛，一直是蠢蛋的特質

[jack @jacklaitw]

@__Inty__ 有本事，
叫台灣積體電路，改稱中國積體電路
否則就從德國徹廠啦
鬼叫什麼啦

[jack @jacklaitw]

@yaozhang02 無可奈何橋

[jack @jacklaitw]

@franklee750422 腦殘，以為有錢就有知識