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this is the most DANGEROUS thing on internet today

i built an open library of PROFITABLE trading strategies, every single one FULLY BACKTESTED on real market data over the years

made it 100% FREE for everyone along with its COMPLETE codebase

here’s what you get with every est results with a clean dashboard
> return, CAGR, Sharpe ratio, max drawdown, win rate & profit factor
> exact Python code to verify every number yourself
> trend following, momentum, mean reversion, breakouts & market-neutral
> stocks, ETFs, FX & futures, from daily charts down to 1-minute bars

you can turn any strategy into a live 24/7 TRADING BOT in minutes & i’ve added the FULL step up guide too

it connects to Alpaca, Interactive Brokers or OANDA, starts on paper trading & comes with risk limits & a kill switch built in

i will keep adding more strategies to the library, save it

Steal this before everyone starts using it:
if you want to build an AI trading system from scratch, start with this article

you will end up with real market data, real backtests and a bot that trades for you 24/7 x.com/i/article/2108…
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Replying to @RohOnChain
TRY it here:
quants.md
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i reverse engineered the MOST profitable trading bots on Polymarket

& found out their EXACT million-dollar trading strategy for BTC 5-minute markets

you can build same trading strategy with Grok Bot using just ONE single prompt (INCREDIBLE results)

first understand their stra
they only trade the 5-minute "Bitcoin/Ethereum Up or Down" markets, 12 new ones every hour. 288 a day.

minute 0: COLLECT THE SPREAD
→ the second a market opens, they bid on BOTH sides, Up at 47¢ & Down at 48¢
→ both fill = 95¢ in, $1 back. 5¢ locked, no matter where Bitcoin goes
→ waiting orders pay $0 in fees & earn a cut of everyone else's fees back daily
→ the instant Bitcoin moves, they cancel & re-bid so nobody picks them off

minute 1 to 3: CATCH THE LAG
→ Binance moves first, Polymarket catches up seconds later
→ Bitcoin jumps $60 & Up is still sitting at 55¢? they buy it before the price catches up

minute 3 to 4: BUY THE PANIC
→ Bitcoin is still within $15 of the start price, basically a coin flip
→ but scared traders already dumped one side down to 25-35¢
→ they buy that cheap side, a 50/50 bet priced like a long shot

minute 4 to 5: HANDS OFF
→ zero trades in the final 60 seconds

the rules that keep it PRINTING:
→ they only buy from the book when the gap beats the fee by 3¢+
→ most windows they do nothing at all

the most INSANE part i found out:
> people buying from the book are right 53% of the time & still lose
> that's why these bots almost never chase
> they let everyone else pay them & only strike when the price is clearly wrong

here's how to build it from scratch:

1. paste the prompt below into Grok Bot
2. it plugs into Binance's live Bitcoin price + the Chainlink price these markets settle on & runs all 3 plays on its own
3. it backtests 30 days with real fees, then paper trades 500 markets
4. go live only if it's green: $10 bets, auto-stop at -$30 a day, running 24/7 on a cheap cloud server with Telegram alerts

copy the prompt below, paste it into Grok Bot & it builds the whole thing for you:
if you want to build an AI trading system from scratch, start with this article

you will end up with real market data, real backtests and a bot that trades for you 24/7 x.com/i/article/2108…
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I am begging you to paste this into Grok Bot before bed, it will definitely change your life...

Overnight it scans the entire market & builds a team of trading bots to hunt profitable strategies 24/7.

Steal this before everyone starts using it:
if you want to build an AI trading system from scratch, start with this article

you will end up with real market data, real backtests and a bot that trades for you 24/7 x.com/i/article/2108…
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i found the EXACT strategy to make serious MONEY from Anthropic's IPO

Anthropic just dropped its 421 page S-1 filing

i turned the ENTIRE S-1 filing into tradeable data in minutes using a FREE 1.3B model & built a complete IPO trading playbook from it

here's exactly how i did it:
OpenBMB reads all 421 pages like a human analyst, every table, chart, formula & footnote

> it scored a SOTA 93.68 on Real5-OmniDocBench, the toughest real-world document test

> then MiniCPM-OCR Jev checks every single result & scores it from 0 to 1, so you know exactly which numbers to TRUST & which to double-check

> with only 2B parameters Jev beats a 35B model at catching bad results (AUROC 0.936 vs 0.901) & comes close to a 397B model (0.938)

> both run locally with Ollama, llama.cpp & vLLM, NO CODING NEEDED

one misread number in a 421 page filing can wreck your whole trade, this is how you make sure it doesn't

Save this, Anthropic IPO trading cheat sheet:
Your OCR says it’s done—but did it get everything right? 🤔 In high-stakes workflows, even a small error can be costly.

🚀 Meet the MiniCPM-OCR suite: an open-source solution to parse fast and guard the results.

Two new models:
🔹 MiniCPM-OCR 1.0 — SOTA OCR performance and act, accurate, and fast.
🔹 MiniCPM-OCR Jev — A 2B decision model that helps assess parsing accuracy, with performance approaching that of Qwen3.5-397B-A17B on JevOCRBench.

⚡ What’s new?
Small model, SOTA results: MiniCPM-OCR 1.0 scores 93.68 on Real5-OmniDocBench and 54.7 on OCRBench v2.

A sharp goalkeeper 🛡️: MiniCPM-OCR Jev is model-agnostic, checking text, formulas, and tables from different OCR parsers. It achieves 93.6 on JevOCRBench, outperforming JEV-35B-A3B (90.1) and approaching Qwen3.5-397B-A17B (93.8).

Up to 128 pages per minute 🤯: With DSpark, MiniCPM-OCR runs at 1.49× the speed of PaddleOCR-VL-1.6 and 3.62× that of MinerU2.5 Pro. The SDK’s concurrency optimizations further boost throughput to as much as 128 pages per minute.

Deploy where you work: Day-0 support for Arm, Houmo AI, Intel, and NVIDIA, plus 10 more chip vendors through FlagOS.

Ready for your stack: vLLM, SGLang, llama.cpp, and Ollama, with quantized models, fine-tuning support, and Agent Skills.

🔗 GitHub: github.com/OpenBMB/MiniCP…
🤗 Hugging Face:
MiniCPM-OCR 1.0:huggingface.co/openbmb/MiniCP…
MiniCPM-OCR Jev:huggingface.co/openbmb/MiniCP…
👉 Try the Demo:platform.modelbest.ai/console/playgr…
Use the API:platform.modelbest.ai/console/docs/m…
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This is f*cking dangerous

You can actually use Grok Bot to spot REAL insider trading with a single prompt...

Paste this into Grok Bot. It will set up all the necessary connections.

It will probably change your life:
if you want to build an AI trading system from scratch, start with this article

you will end up with real market data, real backtests and a bot that trades for you 24/7 x.com/i/article/2108…
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The crypto bull run is here.

The traders who leverage AI are about to make a sh*t ton of cash...

Paste this prompt into Grok Bot to build your first AI trading bot.

Thank me later:
if you want to build an AI trading system from scratch, start with this article

you will end up with real market data, real backtests and a bot that trades for you 24/7 x.com/i/article/2108…
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Grok Bot + TradingView is one of the MOST powerful AI trading setups I’ve ever used

You can literally turn Grok Bot into your personal trading assistant in minutes

It'll run premium indicators on live charts, conduct deep technical analysis & more

feed this before it’s gone:
if you want to build an AI trading system from scratch, start with this article

you will end up with real market data, real backtests and a bot that trades for you 24/7 x.com/i/article/2108…
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I am begging you to paste this into Grok Bot before bed, it will definitely change your life...

Overnight it researches whole market & gives you a trading bot to find profitable strategies 24/7.

Steal this before everyone starts using it:
if you want to build an AI trading system from scratch, start with this article

you will end up with real market data, real backtests and a bot that trades for you 24/7 x.com/i/article/2108…
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this is f*cking DANGEROUS thing on internet today

one developer built a real-time global intelligence dashboard that tracks every world event 24/7 giving you the FASTEST market data to place trades

and released it for 100% FREE

i connected it to my Grok Bot & now my AI trading syst, oil shocks the moment they happen, long before they hit the news on TV or your timeline

my agent sees the news data, maps it with the stocks that would be affected by the news and it trades them automatically 24/7

in trading, the person who sees it first makes real money, everyone else is exit liquidity

here is how to build this AI trading setup, NO CODING NEEDED:

1. open worldmonitor app in your browser, switch to the finance version and spend at least 10 minutes exploring the globe and markets panel

2. get your World Monitor API key, this is what lets your AI read the dashboard for you

3. open Grok Bot and type “add a custom MCP server for World Monitor” with your key, it connects in seconds

4. sign up for a FREE Alpaca paper trading account, it gives you fake money to trade with, zero risk

5. copy your Alpaca API keys and ask Grok Bot to “add the Alpaca MCP server in paper mode” with them

6. tell Grok Bot in plain English: “every few minutes, check World Monitor for big world events and tell me which markets they could move”

7. give it your rules, like “if oil supply risk spikes, watch energy stocks, if a country’s instability jumps, watch gold”

8. best way is to set up one separate agent to map which stocks each piece of news would affect (i did the same)

9. before every trade, ask it to check what traders on X are saying and whether prediction market (Polymarket & Kalshi) odds have already moved, if the crowd hasn’t priced it in, that’s your EDGE

10. let Grok Bot set the entry, exit and stop for each trade, keep every position small and place it on your Alpaca paper account

11. ask it to message you each time with the exact world event that triggered the trade, then review every trade for a few weeks before you ever use real money

if you want to build an AI trading system from scratch, just start with this article below:
if you want to build an AI trading system from scratch, start with this article

you will end up with real market data, real backtests and a bot that trades for you 24/7 x.com/i/article/2108…
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As someone who builds institutional level quant systems, this FREE market making engine is the closest thing to a quant desk I have ever seen publicly shared.

save it & try this, i won’t say anything more:
Jev is the FASTEST AI model ever built for trading

It makes calibrated buy/sell decisions in under 100 ms

That is one real decision on every single block, 24/7

In this article I've shown EXACTLY how to build HFT trading system with Jev (from scratch) x.com/i/article/2100…
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Replying to @RohOnChain
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this might be the ONLY thing you need to let Claude trade for you 24/7.

copy & paste this prompt into Claude Opus 5.5 and watch the insane trading agent it builds.

save this one.
Jev is the FASTEST AI model ever built for trading

It makes calibrated buy/sell decisions in under 100 ms

That is one real decision on every single block, 24/7

In this article I've shown EXACTLY how to build HFT trading system with Jev (from scratch) x.com/i/article/2100…
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this is the most DANGEROUS thing on internet today

someone built an AI that reads candlestick charts the way GPT reads English & released it for 100% FREE

i just connected it to my TradingView setup with opus 5.5 & now my AI trading system reads every candle & predicts the next market move RATELY)

first understand how KRONOS works:

> LLMs like ChatGPT or Claude turn words into tokens & predict the next word
> Kronos turns every candle into tokens & predicts the NEXT CANDLE
> it is pre-trained on 12 BILLION candles

here is how to build the full system for FREE:

1. open Claude Code with Sonnet 5.5 and ask it to clone the Kronos repo and set everything up, it handles the install for you

2. now switch to opus 5.5 and give prompt to load Kronos-small from Hugging Face, it runs on any normal laptop (i am running on my MAC M5 pro)

3. it will pull the same candles you see on TradingView from Binance’s free public API, any coin, any timeframe, open, high, low and volume, no account needed

4. ask Opus 5.5 to feed Kronos the last 512 candles and predict the next 24, exactly like asking an LLM to finish a sentence

5. set sample_count to 100 so Kronos draws 100 possible futures instead of one guess, the spread between them shows how risky next move really is

6. let Opus read the market regime from those futures, most paths pointing the same way means TRENDING, paths scattered both ways means CHOPPY

7. have Opus turn the forecast and the regime into clear entry, exit and stop rules, then backtest them on a year of history with real fees and slippage

8. then plot Kronos’s predicted path next to real candles using TradingView’s free Lightweight Charts library & watch it for a few days before you trust it

9. paper trade it first, then let Opus wire up Telegram bot so your phone pings the moment a high confidence trending setup forms

if you want to build an AI trading system from scratch, start with this article below:
if you want to build an AI trading system from scratch, start with this article

you will end up with real market data, real backtests and a bot that trades for you 24/7 x.com/i/article/2108…
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Send this crypto research prompt to Grok Bot.

It'll probably make you tons of money.

You're welcome:
if you want to build an AI trading system from scratch, start with this article

you will end up with real market data, real backtests and a bot that trades for you 24/7 x.com/i/article/2108…
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24/7 AI trading is THE only moat left.

The next wave of millionaires will be those who build their AI trading bots.

If you want to setup your AI trading system from scratch and make a lot of $$$, bookmark this:
if you want to build an AI trading system from scratch, start with this article

you will end up with real market data, real backtests and a bot that trades for you 24/7 x.com/i/article/2108…
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Replying to @RohOnChain
Detailed step-by-step guide is in the article attached:
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SOMEONE LEAKED THE PROMPT TO CREATE TRADING AGENTS. YOU PASTE IT INTO CLAUDE CODE AND IT SETS UP THE BOT WHILE YOU GRAB A COFFEE.

No programming required. Just paste. A single prompt does it all:

Time required: 1 minute
Actions: copy and paste into Claude Code

The mistake that of 99% of traders with bots: they use the same strategy for everything.

But the market isn't the same on a quiet Tuesday as it is in the middle of a crash

1. Read the market like a quant: detect if it's calm, sideways, jittery or in freefall and switch strategies for each one

2. Handbrake: maximum drawdown of 15% and a kill switch that's checked before EVERY order

3. Test before touching the money: backtest the strategy period by period with real data and refuse to trade if it doesn't beat the market

4. Night shift: while you sleep, it analyzes what went wrong and leaves ready improvements. You decide if they're applied

5. Zero code: you paste, fill in your data and Claude handles the rest

Before, this meant a team of PhDs, mathematicians, thousands of lines of code and weeks of work.

Now it's just Ctrl+V.

Save it before they delete it.
if you want to build an AI trading system from scratch, start with this article

you will end up with real market data, real backtests and a bot that trades for you 24/7 x.com/i/article/2108…
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i still don't understand why everyone is NOT building 24/7 AI trading systems when the setup now takes few hours, not years

Opus 5.5 + JEV + GPT-6 Astra + Muse Wonder: builds MOST POWERFUL AI trading bots in 2026

i wrote a 6-page research paper on exactly how to find profitable combining TOP four models from scratch

along with its COMPLETE HFT CODEBASE in RUST

this is the exact system i have been running for the past 5 days & so far its results are INCREDIBLE

complete step-by-step guide is in ARTICLE below:
if you want to build an AI trading system from scratch, start with this article

you will end up with real market data, real backtests and a bot that trades for you 24/7 x.com/i/article/2108…
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Replying to @RohOnChain
Access to the Research Paper:
drive.google.com/file/d/1UjtiOy…
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