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Roan
@RohOnChain
building my life around AI agents, LLMs & quant systems for prediction markets + crypto
参加 September 2025
433 フォロー中    86.7K ファン
this is f*cking DANGEROUS i just built a trading system that WINS almost every single trade this setup combines 50 WEAK trading signals into ONE high-conviction trade, so i only take the trades where the odds are stacked in my favor Opus 5.5 built the whole pipeline & Drex for Finance scores all 50 trading signals with exact probabilities in under a second Drex has 85.7% accuracy on finance, +9 points over Jev & +14.8 over GPT-6 Luna, this is the best decision model ever built for HFT traders here is how to build the same system from scratch: 1. open Claude Code, choose Opus 5.5 & connect Drex with one line: claude mcp add nace -- uvx nace-mcp, then grab your API key at 2. ask Opus to build 50 signals across 7 families: trend, momentum, volume, order book, funding & open interest, news & X sentiment, and chart patterns 3. on every candle Opus packs the market into one snapshot & Drex scores every signal UP, DOWN or NEUTRAL with an exact probability 4. Drex even reads a screenshot of your chart, so patterns your eyes would miss become signals with real numbers behind them 5. Opus groups signals that say the same thing, so 10 trend signals count as ONE opinion, not 10, the mistake that blows up most stacked systems 7. it stacks every group using log-odds, so confident signals move the needle a lot & weak ones barely move it 8. the bot only fires when the combined probability clears 70% & most signal families agree, everything else gets skipped 9. Opus backtests every signal one by one & deletes any that add nothing, so your 50 signals keep getting sharper every week 10. a hard risk layer sizes every position & caps the loss, paper trade it first, then let it run 24/7 with every decision logged this is the EXACT system i have been running for past 5 days & results are INCREDIBLE so far:
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