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An Anthropic engineer watched my screen from the next table at a cafe in SF. "Are you running Claude against live prediction markets right now" I told him yes. Then I showed him the stack. 214 trades. 74% win rate. +$9,437 in 19 days. Here's what actually happened: I gave Claude two repos and a simple job. First repo: A full market archive. Wallet behavior, entries, exits, and timing across the board. Second repo: Three commands. 500+ markets. No API key. Just a clean way to score the board fast. The system does not try to predict the world. It tries to find which wallets consistently exit better than the crowd, isolate the pattern, and only fire when the same structure shows up again. Main filter: captured value / expected value > 0.70 If a wallet wins often but leaks the move on exit, it gets ignored. If it captures most of the move and cuts losers fast, it becomes signal. Sizing uses Kelly: f* = (p*b - q) / b That is what stops the terminal from apeing into weak edges. Most of the time it does nothing. No edge - no position. Three trades from the run: > AMD Xilinx - entered 52c. Model said 59c. Closed +7c in 2h40m. > Artemis launch - entered 63c. Model said 85c. Closed +22c in 5h10m. > Derecho MW - entered 71c. Model said 87c. Closed +16c in 1h50m. When he saw the repo links and the live terminal, he stopped talking for a second. Then he said: "We tested something close to this internally." That was the whole joke. The data is public. The repos are public. The market is public. But most Polymarket traders still trade headlines, hold too long, and call it conviction. Polymarket does not reward the smartest story. It rewards the cleaner exit.

An Anthropic engineer watched my screen from the next table at a cafe in SF. "Are you running Claude against live prediction markets right now" I told him yes. Then I showed him the stack. 214 trades. 74% win rate. +$9,437 in 19 days. Here's what actually happened: I gave Claude two repos and a simple job. First repo: A full market archive. Wallet behavior, entries, exits, and timing across the board. Second repo: Three commands. 500+ markets. No API key. Just a clean way to score the board fast. The system does not try to predict the world. It tries to find which wallets consistently exit better than the crowd, isolate the pattern, and only fire when the same structure shows up again. Main filter: captured value / expected value > 0.70 If a wallet wins often but leaks the move on exit, it gets ignored. If it captures most of the move and cuts losers fast, it becomes signal. Sizing uses Kelly: f* = (p*b - q) / b That is what stops the terminal from apeing into weak edges. Most of the time it does nothing. No edge - no position. Three trades from the run: > AMD Xilinx - entered 52c. Model said 59c. Closed +7c in 2h40m. > Artemis launch - entered 63c. Model said 85c. Closed +22c in 5h10m. > Derecho MW - entered 71c. Model said 87c. Closed +16c in 1h50m. When he saw the repo links and the live terminal, he stopped talking for a second. Then he said: "We tested something close to this internally." That was the whole joke. The data is public. The repos are public. The market is public. But most Polymarket traders still trade headlines, hold too long, and call it conviction. Polymarket does not reward the smartest story. It rewards the cleaner exit.

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Anthropic made Claude. GitHub did the rest. Two repos. $25 a month. 214 trades. 74% win rate. +$9,437 in 19 days. Here's what actually happened: I gave Claude a market archive and a live Polymarket scanner. One repo showed the full history. Who enters well. Who exits even better. Who keeps a high win rate by farming tiny moves. And who actually knows how to cut risk. The second repo turned that into a board. Every order book. Every active market. Fast enough to rank the setup before the crowd repriced it. The big shift was this: Stop tracking win rate. Start tracking exit quality. That is where most of the real edge sits. Top wallets were capturing 86% of the move and cutting losers around 12%. The average wallet was only capturing 58% and letting bad positions bleed past 40%. Same market. Same headlines. Completely different outcomes. That was the filter. Not who sounds smart. Not who posts the best thread. Who gets paid on the way out. After that I rebuilt all 8 agents around one rule: copy wallets only inside their best category and kill anything noisy. The result looked like this: 47 wallets ranked by exit quality. 191 trades. 73% win rate. Average hold: 4 hours. Capital velocity: 47x. Max drawdown: -2.1%. Sector breakdown: > Crypto: +$3,740 > Weather: +$2,910 > Politics: +$1,850 > Macro: +$1,200 > Sports: -$300 I killed sports after day two. That is the whole joke. Most Polymarket traders think the money is in predicting the result. It is not. The money is in finding people who know when to leave. Copytrade for those who don't want to build: Public repos. Cheap infra. Real edge.

Anthropic made Claude. GitHub did the rest. Two repos. $25 a month. 214 trades. 74% win rate. +$9,437 in 19 days. Here's what actually happened: I gave Claude a market archive and a live Polymarket scanner. One repo showed the full history. Who enters well. Who exits even better. Who keeps a high win rate by farming tiny moves. And who actually knows how to cut risk. The second repo turned that into a board. Every order book. Every active market. Fast enough to rank the setup before the crowd repriced it. The big shift was this: Stop tracking win rate. Start tracking exit quality. That is where most of the real edge sits. Top wallets were capturing 86% of the move and cutting losers around 12%. The average wallet was only capturing 58% and letting bad positions bleed past 40%. Same market. Same headlines. Completely different outcomes. That was the filter. Not who sounds smart. Not who posts the best thread. Who gets paid on the way out. After that I rebuilt all 8 agents around one rule: copy wallets only inside their best category and kill anything noisy. The result looked like this: 47 wallets ranked by exit quality. 191 trades. 73% win rate. Average hold: 4 hours. Capital velocity: 47x. Max drawdown: -2.1%. Sector breakdown: > Crypto: +$3,740 > Weather: +$2,910 > Politics: +$1,850 > Macro: +$1,200 > Sports: -$300 I killed sports after day two. That is the whole joke. Most Polymarket traders think the money is in predicting the result. It is not. The money is in finding people who know when to leave. Copytrade for those who don't want to build: Public repos. Cheap infra. Real edge.

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An ex-Anthropic engineer stopped next to me at a meetup in LV. I had my Polymarket terminal open. He watched the ladder for maybe fifteen seconds and said one sentence. "You're trying to predict the market. You should be measuring when it falls asleep" I asked what that was supposed to mean. He pulled my laptop closer. Opened one repository. 86 million trades. Every wallet. Every fill. Every close. The full Polymarket record since day one. "Stop reading posts. Read behavior. Ask one question - who makes money when liquidity disappears" I asked why he cared about that more than entries. He said the best wallets are not better at guessing. They are better at waiting. Then he had Claude work through the dataset. Find wallets with 70%+ win rate. More than 100 trades. Then isolate what they do between 02:30 and 04:00 UTC. That was the first useful query I had run in months. The pattern was obvious. Normal hours: tight book. noisy edge. Wolf Hour: wide book. lazy pricing. Typical spread: 2-3 cents. Dead hours: 8-10 cents. Same market. Different level of defense. I asked why Claude Code instead of just using chat. He laughed. "Because chat gives opinions. Claude Code goes into the repo, reads the structure, and actually works through the data" Then he opened the scanner. Three commands. 500+ markets live. Read-only. No API key. Claude built the overnight filter in about twenty minutes. Fair value gap > 8 cents. Spread blown out beyond normal. Resolution in 4-48 hours. No new trades unless the contract was pre-approved during liquid hours. Most markets died immediately. The few that survived were the only ones worth touching. One example. Fair value during the day: $0.51. Wolf Hour target: $0.41. At 3:12 UTC the ask printed there. Order in. London woke up. Same contract traded back around $0.50. Not prediction alpha. Structural mispricing. Then he said the line that made the whole thing click. "Good traders use AI to think faster. Great ones use it to stop themselves from trading until the market gets stupid" I rebuilt the stack that week. Daytime research. Night scanner. Morning exits. Four real entries a week was enough. About 9 cents blended edge. Roughly $9,360 a year on around $2,000 average deployed capital. No team. No fancy infra. No sitting there at 3 AM pretending discretion is a system. the edge was never hidden in better prompts. it was sitting in the one part of the night when the market stopped protecting its own prices.

An ex-Anthropic engineer stopped next to me at a meetup in LV. I had my Polymarket terminal open. He watched the ladder for maybe fifteen seconds and said one sentence. "You're trying to predict the market. You should be measuring when it falls asleep" I asked what that was supposed to mean. He pulled my laptop closer. Opened one repository. 86 million trades. Every wallet. Every fill. Every close. The full Polymarket record since day one. "Stop reading posts. Read behavior. Ask one question - who makes money when liquidity disappears" I asked why he cared about that more than entries. He said the best wallets are not better at guessing. They are better at waiting. Then he had Claude work through the dataset. Find wallets with 70%+ win rate. More than 100 trades. Then isolate what they do between 02:30 and 04:00 UTC. That was the first useful query I had run in months. The pattern was obvious. Normal hours: tight book. noisy edge. Wolf Hour: wide book. lazy pricing. Typical spread: 2-3 cents. Dead hours: 8-10 cents. Same market. Different level of defense. I asked why Claude Code instead of just using chat. He laughed. "Because chat gives opinions. Claude Code goes into the repo, reads the structure, and actually works through the data" Then he opened the scanner. Three commands. 500+ markets live. Read-only. No API key. Claude built the overnight filter in about twenty minutes. Fair value gap > 8 cents. Spread blown out beyond normal. Resolution in 4-48 hours. No new trades unless the contract was pre-approved during liquid hours. Most markets died immediately. The few that survived were the only ones worth touching. One example. Fair value during the day: $0.51. Wolf Hour target: $0.41. At 3:12 UTC the ask printed there. Order in. London woke up. Same contract traded back around $0.50. Not prediction alpha. Structural mispricing. Then he said the line that made the whole thing click. "Good traders use AI to think faster. Great ones use it to stop themselves from trading until the market gets stupid" I rebuilt the stack that week. Daytime research. Night scanner. Morning exits. Four real entries a week was enough. About 9 cents blended edge. Roughly $9,360 a year on around $2,000 average deployed capital. No team. No fancy infra. No sitting there at 3 AM pretending discretion is a system. the edge was never hidden in better prompts. it was sitting in the one part of the night when the market stopped protecting its own prices.

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SolSt1ne's profile picture

GPT6-Astra runs my trading account like a control tower. A position doesn't get to exist until six lanes clear it and a seventh seat signs off. I funded it with $220 on Thursday night. Woke up to $9,140. Citadel keeps a room of people whose whole job is to sit between a good idea and the order button. Mine does that for the price of a subscription and never goes home. Six lanes, one job apiece: > DISCOVERY watches for volume that moves before the price does > SIGNAL tags which of those moves somebody paid to create > PRICING runs the size math on whatever's still standing after the checks > EXECUTION takes the entry and doesn't argue with it > RISK draws the line where it stops being a trade — before the trade exists > OVERSIGHT can switch off any of the other five mid-session, and that call doesn't get discussed Above the six sits CONTROL. It never trades. It reads the briefs, scores the call, sizes it, and it's the only seat allowed to message me. Anything that sends, spends or fires halts at CONTROL and waits for a yes. It's wrong often enough. The single red mark on this week's sheet is a 2am entry I forced over CONTROL's hold. My initials are on that one, not the desk's. The board won't chase a loud ticker. It waits for its own level or it stands down, and most nights it stands down more than it acts. Not one lane would beat the base model alone. Each is narrow enough that a bad read stays trapped in its own lane, and nothing clears the button without a hand on it. Setup took one evening. Number the lanes, hand each a single job, spend twice as long on CONTROL's rules as on the rest, go to bed. Full build in the article below ↓

st1ne

65,521 просмотров • 15 дней назад

SolSt1ne's profile picture

GPT6-Astra runs my trading account like a paper going to press. Nothing runs until six desks clear the copy and an editor puts their name on the front page. I staked it $180 on Sunday night. Woke up to $7,720. Jane Street keeps floors of people paid to stand between a clean idea and the send key. Mine does it for a monthly fee and never files for the weekend. Six desks, one beat each: > DISCOVERY reads the wire for volume that moves before the story does > SIGNAL works out which of those moves was planted, and by whom > PRICING does the size math on whatever survives the fact-check > EXECUTION files the entry and doesn't rewrite it on the way out > RISK sets the line the trade can't cross, and sets it before there's a trade > OVERSIGHT can spike any of the other five mid-cycle, and a spike doesn't get argued Over the six sits THE SLOT. It never trades. It reads the six drafts, scores the call, sizes it, and it's the only seat that reaches my phone. Anything that sends, spends or fires holds in the slot until I sign it. It gets things wrong. The one loss with my name on it this week was a 3am entry I pushed past the slot's hold. Those initials are mine, not the desk's. The desk won't chase a loud print. It waits for its own edition or it holds the page, and it holds more nights than it runs. None of the six would beat the model you already pay for on its own. Each is narrow enough to only get one thing wrong at a time, and nothing goes to press without a hand on the page. Setup was one evening. Name the desks, give each one beat, write the slot's rules twice as carefully as the rest, then go to bed. Full build is in the article below ↓

st1ne

41,151 просмотров • 14 дней назад