Dustin's Oil & Weather Trader Dashboard
01Overview 02P&L 03Candidates 04Signals 05Oil 06Research 07Markets
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Dustin's Oil & Weather Trader Dashboard

AI scans 1,400+ markets daily for price mistakes, then trades them automatically. Think of it like a robot that finds $1 bills selling for 90 cents.
Opportunities Found
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Worth Trading
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Trades Made
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Active Bets
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02 Your Money — Wins, Losses & Fees
Realized = money you've actually made or lost on settled bets. Unrealized = potential profit on bets still open. Fees = what Kalshi charges per trade.
Cash Available
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Portfolio Value
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Total Account
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Fees Paid
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Cumulative P&L
Daily Net P&L
Settlement Forecast — If NOAA Is Right
Projects what each position pays when markets settle (next morning via NWS Daily Climate Report). Green = expected win. Red = expected loss.
03 Trade Ideas — What the AI Wants to Bet On
Each row is a bet the AI thinks is worth making. Side = betting YES or NO. Confidence = how sure the AI is (green = very sure). Strategy shows how it found the opportunity.
Confidence Distribution
Decision Breakdown
WhenWhatBetHow SureStatusStrategyWhy
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04 Radar — Price Anomalies Detected
The AI scans thousands of markets comparing prices across exchanges. When it spots a price that looks wrong, it shows up here. Higher score = bigger price mistake found.
Signal Volume by Source
Edge Score Distribution
WhenHow FoundMarketEdge Score
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05 Oil (WTI) — Crude Oil Price Arbitrage
Compares real-time WTI crude futures price against Kalshi's oil price brackets. Settles daily at 2:30 PM ET based on CME front-month settlement.
WTI Crude Price
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Active Markets
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Opportunities
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Oil Positions
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05 AI Research — Perplexity Deep Analysis
Perplexity Sonar researches each market with real sources before Claude decides. Data quality = how reliable the evidence is. Edge assessment = does research confirm the price discrepancy is real?
Markets Researched
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High Quality Data
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Confirmed Edges
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Perplexity Status
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Research Quality
Probability Estimates
WhenMarketSourceData QualityEst. ProbEdgeKey Findings
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06 Active Markets
All
NBA
MLB
NHL
NFL
NCAA
Soccer
MMA
Weather
Politics
Economics
Companies
Finance
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How it works: Every 60 seconds, the AI compares prices on Kalshi vs Polymarket, checks NOAA weather forecasts, and hunts for arbitrage. Perplexity Sonar deep-researches promising markets with verified sources every 5 minutes. Claude evaluates each opportunity using both price data AND research evidence. Capped at $50/trade, $200/day max loss.