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.show more

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.show more

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. 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. You only need Claude + laptop + 1 hour/day. Giving This Free for 24 hours. To get it: 1. Comment the word 'CLAUDE' 2. Like and Retweet this post 3. Follow me Marry Evan (so i can DM you)show more

A Citadel quant sat down next to me at... Verve on Gough and asked why my laptop had four terminals open I was scanning Polymarket. Four panes. Each one a different agent. He was killing time before a flight. Saw the screens. "Is that a multi-agent setup on prediction markets. Who's orchestrating" Claude. One prompt per agent. They don't share memory. Only a queue file. He pulled up a chair. "Walk me through. I do this for equities at work. I want to see your agent separation" Agent 1 is the scanner. I piped raw JSON from the official Polymarket CLI straight into Claude and told it to score every live market on three things. Edge against my probability estimate. Book depth on both sides. Hours to resolution. Thresholds kill 93% of markets before the brain ever sees them. Edge under 7 cents gone. Depth under $500 gone. Under 4 hours to resolution gone. Over 168 gone. 487 live markets collapse to 35. "Seven cents is your transaction cost buffer" Yes. Below that the gas and spread eat the trade. A green fill popped. +$52 on a BTC dominance market. "And the brain" Agent 2. Runs four checks on every survivor. Base rate from history. News in the last six hours. Whether any of the 47 top wallets are currently holding. And a disposition check - is the crowd making a known cognitive error. Three out of four must agree. Otherwise drop it. 86 million trades. I let Claude rank every wallet with 100+ fills and a 70%+ win rate. It returned 47 names in four minutes. Top 20 wallets made more than the bottom 13,000 combined. "Concentration like that means the signal is there. Most retail books look like a normal curve. Yours looks like power law" Kelly sizing does the rest. Capped at quarter Kelly. If f-star goes negative the trade dies no matter how confident I feel. "Overbet once and the bankroll is gone. You respect that. Good" Agent 3 is execution. Three strategies pulled out of a 53k line Typescript repo. Arbitrage across related markets. Convergence when price moves toward my estimate. Whale copy with a 60 second delay on the 47 wallets. Two agents agree full position. One agent only half. Disagreement no trade. "What did you cut" Sports. 52% win rate. Already priced in before the scanner flags it. Markets under $50k in depth. Slippage makes every edge a coin flip. Holding to settlement. The top wallets exit at 73% of max profit every time. I copied that. Agent 4 watches exits. Three triggers. Target hit at 85% of expected move. Volume spike 3x the ten minute average. Thesis stale 24 hours with no movement. "91% of the smart wallets exit before resolution. That's the trade" Yeah. Being right is not the same as being profitable. Setup: Claude API $20 Hetzner VPS $5 Four repos free Total $25 a month $200 seed. 27 days ago. $14,300 now. 271 trades. 74% win rate. Sharpe 2.47. Copy here: "How long did the build take" Two weekends. One to wire the scanner and the CLI. One to get the agents talking through the queue file. He watched the volume exit trigger fire on a Fed cut market. Position closed at 0.71. +$184. "Nobody at my shop runs four agents on their own money. We run eight on the firm's. You got the same structure on a laptop for the price of a sandwich a month" He asked for the repos. I sent them. He messaged me from the gate. "Publishing this tomorrow. My PM is going to ask me why I didn't do it first" I told him his PM already has a Bloomberg. That's the problem.show more

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.show more

How did a gambling addict with -$6.8M in losses... make $6.12M in one day? He stopped using his brain. Yesterday user destroyed Polymarket. Three perfect bets zero losses. I dug into the blockchain to understand his secret. And you know what I found? He has NO secret. And no strategy of his own. Check for yourself: For 90 days straight he was losing money like crazy. He guessed right only 1 out of 3 times. A typical retail loser. But 48 hours ago he suddenly started copying a cluster of 7 anonymous wallets. Not approximately. Step by step. Same markets. Same side. Entry in the same minute. The result of these 7 wallets? 79% win rate for the quarter. These are not bots and not lucky people. These are real insiders. These are wallets of people who get information by phone not from newspapers. They know the team starting lineup 15 minutes before it's published on Twitter. They know poll results before the journalist hits Publish. While the whole world guesses on coffee grounds this group of people simply monetizes access to information that others don't have. That guy just found their trail. He stopped trying to be smart. He attached himself as a tail to those who know the script in advance. In Polymarket the winner is not the one who is smarter. But the one who sits closer to the source.show more

An Anthropic engineer watched me trade from across the... table at a WeWork in SF I had my laptop open. Four agents running. Green charts. Live trades scrolling. He was on a Zoom call. Muted himself. Walked over. "Are you running Claude against live prediction markets right now" I told him. Claude Code. Two repos. $25 a month. He pulled up a chair. "I helped build the model you're using. I've never seen anyone wire it to live trades like this" I showed him the dataset. 86 million trades. Every wallet. Every entry. Every exit. He stared at it. "We tested this internally. You give Claude a dataset and don't tell it what to look for. It finds the winning wallets. Then it finds WHY they win. Then it copies the pattern. We never shipped it because legal killed it" I told him I did exactly that. One weekend. Claude Code found the exit logic on its own. Top wallets exit before resolution 91% of the time. They capture 86% of expected value. Cut losers at 12%. Everyone else captures 58% and holds to 41%. "That's the exact finding from our internal eval. Except ours took a team of eight and four months" I showed him the scanner. Three commands. 500+ markets. No API key. Claude scores them all in 20 minutes. "You're using our model to beat markets we're not allowed to touch. On infra that costs less than my lunch" My setup: Claude API - $20/mo VPS - $5/mo poly_data - free polymarket-cli - free 214 trades. 74% win rate. +$9,400. 19 days. I showed him the full breakdown. Every repo. Every command. Every dollar. Copytrade here: He read it for five minutes. Then looked up. "If my manager sees this he's going to lose his mind. You just proved our model works in production and we've been sitting on it for a year" He DM'd me that night. "Take this down before someone at Anthropic finds it" Too late.show more

The only successful Polymarket trader who doesn’t use bots... or AI. $6M in 6 months. $2.6M in the last week. The best part is that his trades can actually be copy traded with minimal risk, because this isn’t a bot. This trader focuses on sports, since there are a lot of events and this market can genuinely be analyzed, especially if you enter before the crowd. Across 1,314 predictions, he has an excellent win rate. The main secret is entering ahead of the crowd and using large size to move the price. According to his profile: > I’m going to try copying his trades and will share the results in a month. What do you think about this guy?show more

Last Thursday I was having dinner with a friend... at a regular shawarma spot near the subway. A guy he knew was sitting with us. Around 21, maybe 22. Hoodie, AirPods, beat-up backpack When the check came he grabbed it without a word. No discussion. Just tapped his phone and paid for all 3 of us My friend was not even surprised. Apparently this was not the first time I asked: what do you do? He said: "I copy wallets on Polymarket" I thought it was a joke. Or some trading guru with a $500 course But he explained it simpler than I expected "On Polymarket there are wallets that are consistently in profit. Not on 1 bet but on dozens in a row. I do not try to guess who wins the election or what the weather will be in Dallas. I just look at what a wallet with a 70+ win rate is doing and repeat it" He did not build models. Did not write scripts. Did not analyze news He opened Telegram and showed me a channel. Simple messages: wallet X entered position Y, price Z cents, market such and such Then he opened Polymarket and showed me his balance I am not going to name the exact number because he did not ask for that. But I will say this: it is enough for a guy in a rented apartment with 3 roommates to casually pay for dinner for 3 and not think twice I asked: "How did you figure out which wallet to follow?" He shrugged "That is the easiest part. Polymarket is blockchain. All trades are open. You go to the leaderboard, filter by win rate, look at history. If a wallet consistently enters positions at 3 to 8 cents and closes at a dollar that is not luck. That is an information edge" Then he added something that made me freeze "The funniest part is I do not even need to understand why he bets. I do not know where he gets his information. Maybe he is an insider. Maybe he has a model. Maybe he just reads news faster. I do not care. I see that he entered and I enter a minute later. The price usually has not moved yet" I came home and could not fall asleep Opened Polymarket. Went to the leaderboard. Started digging An hour later I found the wallet he was talking about → Starting balance was negative. Current balance is a 5-figure number. Win rate above 73%. Average entry 4 to 7 cents. Average win covers 10 to 15 losses I started monitoring it manually. Set alarms. Checked every 2 hours By day 3 I realized I cannot live like this I needed the same thing that guy had. A signal in Telegram that comes on its own the moment the wallet opens a position I found a bot that does exactly that → No delays. No manual monitoring. Wallet enters and you get a notification What you do with it is up to you. Copy it exactly, use it as a signal, or just observe 2 weeks have passed. I have not become that guy from the shawarma spot. Yet But I stopped guessing. And started copying Right now somewhere a smart wallet is opening a new position. The question is whether you find out about it in a second or in 24 hours when the price has already movedshow more

I spent 6 months studying Polymarket. Yesterday I realized... I was playing chess against people who know my moves in advance. It all started with a simple question: why are some wallets consistently in profit and I'm not? I read the same news. Watched the same debates. Analyzed the same statistics. But they entered the market hours before the news became news. I found a cluster of 12 wallets. They share one thing: they buy when the price hasn't moved yet. And sell when the crowd is just starting to enter. One of them started with $288. Now the account has $666K. No loud trades. No screenshots all over Twitter. Just methodical work. Entry after entry. Week after week. I scrolled through his history and didn't find a single heroic trade. Not one bet that made half the profit. The capital curve is almost a straight line up. While everyone is looking for one trade that will change their life this wallet quietly collects bit by bit. And bit by bit turned into $666K. I started breaking down where they get their information. And realized: they don't predict. They're just closer to the source. Three levels of the food chain on Polymarket: First circle. People who know the journalist personally. Know the article comes out tomorrow morning. Position opened tonight. Second circle. People who see the first circle's activity. Notice that large wallets started moving. Enter right behind. Still before the news. Third circle. You. Read the headline on Twitter. Open Polymarket. Price already moved 40%. Think maybe it'll go higher. Buy at the peak. Guess who's selling you that position? The first two circles. Platform statistics: 84% of traders lose money. That money doesn't disappear. It flows to the remaining 16%. I spent six months trying to get into that 16% through analysis and research. Then I looked at my P&L. And realized the obvious: I will never be in the first circle. I don't have journalist friends. No sources in candidate teams. No insider info. But I can be in the second. You don't need to know what will happen. You need to see who already started moving. Their wallets are public. Their positions are visible to everyone. Their entries can be tracked in real time and copied automatically → Copy the winners: They spend years building connections. You spend seconds copying their trade. They risk reputation and money. You only risk time on setup. I deleted all my indicators. Closed all news tabs. Stopped watching debates. Now I only watch one thing: where the wallets that don't lose are moving. On this market there are two places: Either you're the liquidity being drained. Or you're the shadow of the one draining. Stop being the third circle.show more

My girlfriend asked why I was smiling at 4... AM. Showed her the terminal. "What are all those green numbers?" +$11,400. Made while I slept. "Doing what?" Nothing. Claude scanned 86 million Polymarket trades, found the 47 wallets that never lose, and built me a bot that copies them live. She watched for 10 seconds: +$340 captured +$890 captured +$1,400 captured "It just keeps going?" Every few seconds. New market. New edge. New profit. "How much did you start with?" $25/month. Claude API + $5 VPS. Now the bot runs 24/7 in Germany and I haven’t touched it in 19 days. "What does it do?" Finds mispriced markets before the crowd, copies the smartest whales, exits at the perfect moment. 74% win rate. Sharpe 2.31. "That’s legal?" Polymarket is. The top wallets do this every day. I just have one screen. She looked at the P&L curve. Never dips. Just climbs. "Can you make me one?" Setting hers up now. She still doesn’t get how it works. The bot doesn’t care. You only need Claude + the 4 open-source repos + 1 hour this weekend. Giving the full step-by-step + my exact bot setup free for the next 24 hours. To get it: > Comment the word "BOT". > Like + Retweet this post. > Follow me slash1s (so I can DM you the link). > Bookmark this post.show more

A lesson for every Polymarket bot developer: I built... a strategy that looked perfect on paper. Backtested it. Looked like a winner. Almost went live. Then i actually measured real costs. Strategy was dead before the first trade. And this is what bot building on Polymarket actually looks like. Here is what happened (and what you MUST know): Backtested mean reversion on crypto dips. SOL came back at +44% return and 70.5% win rate. Beautiful clean curve. Looked ready to ship. Then i measured real round-trip costs on SOL flash dips. Backtest assumed 0.45% in fees and slippage. Reality was 1.44%. Strategy stops working at 0.70%. Starting again. But the lesson was worth more than any profit the strategy could have made. Here is what i actually learned: Taking a dip with a market order means you eat the spread the dip just created. The volatility making your signal is the same volatility destroying your fill. You see the opportunity. You enter. You already lost. But resting a limit order below market and letting the dip come to you? You collect the maker rebate instead. Same thesis. Completely opposite execution. One bleeds money, one prints it. That one realization changed how i think about bot strategy entirely. 180 strategies tested to get there. 179 dead. That is not failure. That is how you find the 5 that actually work. Building a bot on Polymarket is not about finding a magic strategy. It is about eliminating every wrong answer until only the right one is left.show more

Last night I asked Claude Code to build me... a simple script: pull on-chain data from Polymarket and sort wallets by win rate Nothing ambitious. Just wanted to see who is actually making money on 15-minute BTC markets The terminal finished in about 20 minutes. Hundreds of addresses, columns of numbers, nothing interesting And then 1 wallet caught my eye 200+ trades per day, consistent profit every week, almost surgical timing precision. I reread the line 3 times. A real person does not trade like this I fed the address back into Claude Code and asked it to break down the pattern. Half an hour later I had a full strategy reconstruction on my screen The bot (and it is definitely a bot) pings Binance and Bybit every 100ms monitoring volatility compression on BTC. When it drops below 0.08% it enters Up and Down contracts simultaneously at 25 to 35 cents each. A pure straddle. 1 side burns, the other flies to a dollar. At a 30-cent entry that is 3 to 4x per position And so it goes in circles. Dozens of times a day I sat there staring at it for about 10 minutes $13K to $25K in daily profit from a single wallet. Not a trader with intuition, not an insider with information. An algorithm that found a hole in market mechanics and methodically milks it You can check the trade history yourself: After that I went looking for whether anyone else is tracking this wallet. Turns out yes. Found a Telegram bot that tracks wallets like this and copies their trades automatically I connected it to the same address just to see if the entries would match what my terminal was showing. Matched perfectly Still testing on minimum amounts for now: But the fact that you can stand next to an algorithm like this in real time is something that simply did not exist a year agoshow more

What happens when you stop guessing and let machine... learning read the market for you? $2.2M in 4 months. ilovecircle built something different on Polymarket. Not a speed bot. Not a spread farmer. An AI system that actually thinks. 1,347 predictions. 74% win rate. Biggest single hit: $258.4K. Current positions: basically zero he extracted everything. The setup: 10 machine learning models running in parallel, each trained on news feeds and social media data. They don't predict events they predict when the crowd is wrong about probabilities. Market prices an outcome at 50 cents. His ensemble says the real odds are 60%. That gap is the trade. Every week the models retrain themselves on fresh data. The edge evolves because the system never stops learning. Most traders react to headlines. This wallet front runs the market's understanding of what headlines actually mean. 51K people watching now. Most still think AI trading is a scam until they see a curve like this. → Following wallets that run AI-powered probability models is simpler with PMX.show more

this formula decides who survives in trading everyone argues... about what to buy. almost nobody argues about how much f* = (bp - q) / b p and q are your win rate and your loss rate. if the edge isn't positive, f* comes out zero. bet nothing. most traders don't have a zero setting b is the payoff. edge divided by odds. strong conviction on a bad payout still gets you a small position f* is a fraction of the account, never a dollar amount. wins scale the next bet up, losses scale it down. you can shrink forever and never actually hit zero now the part that kills people a real, provable, positive edge will still bankrupt you if you size it wrong. the chart below is the same 400 trades run twice. same win rate. same edge. 10% sizing compounds to 110k. 30% sizing ends at 52 dollars it doesn't blow up because it was wrong. it blows up because it was right too big being right is the cheap partshow more

become a quant trader on Polymarket for free. these... three GitHub repos close the whole cycle a friend from a well-known hedge fund sent me the list, said they keep it in their working set and it adds up on the capital. what surprised me is that all three are sitting out in the open. the first one pulls Polymarket and Kalshi trade data with one command. ready scripts inside: win rate by price, calibration, favorite underpricing. you run it and find where the market is wrong yourself. the second one lets you test the hypotheses you found in dry run: real prices, paper trades. the third one is the layer between your strategy and the venue. you write the strategy logic, it acts as the hands. SDKs in Python and TypeScript. 99% of people will skip this post, because free doesn't feel valuable. the remaining 1% will open the repos today and pull profit out of what i write about in a month, and the rest of CT in sixshow more

My bot made $12,300 while I was sleeping $25/month.... 4 open-source repos. Zero proprietary data One prompt to Claude: "14,000 wallets. Find every one with win rate above 70%" 4 minutes. 47 wallets Top 20 made more than the bottom 13,000 combined Three filters. Everything else gets killed: -> Claude's estimate vs market price gap under 7% - skip -> Order book depth under $500 - skip -> Resolution outside 4-48h window - skip 93% of markets die here. That's the point For everything that survives: -> 3 agents vote independently -> 2 agree - full position -> Disagree - no trade That filter killed 40% of losing trades before they happened Exit rules nobody talks about: -> 85% of expected move hit - out -> Volume spikes 3× in 10 minutes - follow smart money out -> 24h no movement - thesis stale - out Top wallets never hold to settlement Buy at 40¢, sell at 65¢, walk away The last 35 cents isn't worth the risk Day 2: +$370 Day 7: +$1,600 Day 14: +$8,100 Day 19: +$12,300 214 trades. 74% win rate. Sharpe 2.31 My friend asked what I do for work now I said I built something that works for me He asked if it needs a resume It doesn'tshow more

My dad told me I was wasting my life... using Claude to analyze Polymarket wallets instead of "learning real trading" 2 weeks later he asked me why one weather market suddenly made someone $11,000 overnight. I didn’t know how to explain to him that half the market is now bots reacting to each other. So I started digging through GitHub trying to understand how deep this rabbit hole actually goes. The first repo that caught my attention was: A few hours later I found people building autonomous agents for Polymarket: That’s when the entire platform started looking different to me. One wallet made $87k trading weather markets. Another was making hundreds of trades a day while barely holding positions longer than 90 minutes. The highest-performing wallets didn’t even look human anymore. No emotional entries. No hesitation. No scrolling Twitter waiting for opinions. Just instant reactions to forecast changes, liquidity shifts and crowd behavior. Then I found this: And suddenly it clicked. Most people on Polymarket still think they’re trading events. They’re not. They’re trading how millions of emotional humans react to events in real time. Huge difference. One wallet I tracked kept entering positions BEFORE major sentiment swings happened. At first I thought it was luck. Then I realized the bot was monitoring forecast disagreements, Twitter activity and liquidity changes simultaneously. Humans physically cannot process information that fast anymore. Here wallet: The scary part is that almost all of this infrastructure is public. Most people just never open GitHub long enough to notice what's happening.show more

"MY Son is a Hacker" that's exactly what my... mom said it was a Polymarket bot making $600/day while she stood behind me polymarket pricing is basically one equation: softmax, the same math Claude uses to pick the next word: C(q) = b · ln Σ e^(qi/b) most traders don't even know it exists... they see 35¢ and think cheap my bot sees 35¢ and computes fair value at 55¢, an 20¢ edge two more formulas handle the rest: Kelly for sizing, Bayes for updating I gave Claude the equations and told it: "Find every mispriced contract" $502 → $12,089 on 348 trades, still running 72.6% win rate. wrong plenty, but position sizing makes wins outweigh losses the formulas are on Wikipedia the code fits in one file drop a follow. I'll teach u how to build this bot the only edge: reading the math at 2AM when the market's asleep mom still calls me a hacker she stopped asking about a real job xDshow more

my chinese roommate works at OpenAI ML engineer. been... in NYC 5 months. wednesday his brother called. got scammed. lost $40,000. life savings. thursday morning he wired him $40,000 back. $600 → $94,000 in 8 weeks total cost: $0 "how?" "i don't copy wallets. i copy timing. most people enter right. they exit wrong" he pulled up data. top wallets exit at 91% of max move. retail waits for 100% and watches it reverse. top wallets cut losses at -12%. retail holds to -40% hoping for recovery. "same prediction. different exits. completely different result" four patterns: exit timing. loss management. category focus. capital velocity. "built with Claude in one weekend" i went to my room. couldn't sleep. opened Claude at 2am. "build me a system that copies exit patterns, not just entries" gave it poly_data repo. 86 million Polymarket trades. Claude asked: "deploy where?" - CarbonCopy 48 hours later watching numbers i barely understood. +$9,200 total. 198 trades. 73% win rate. four weeks. wallets it copies: > 0x63ce3 $94K profit. exits at 91% every time. > 0xeebde $87K profit. cuts losses in 12 minutes flat. start tonight: deposit $50, enable auto-copy: first copies within 24-48 hours showed him my results yesterday. "you found the exit edge?" Claude did. "OpenAI pays engineers $400K to understand this" Claude found it in 48 hours. "in china we say: knowing when to leave is smarter than knowing when to enter" his brother paid him back already. mine still asks when i'm getting a real job.show more

If you actually want to start making money wallet... tracking, you need to be using a good wallet tracker. Most platforms have wallet alerts, but they don’t have a clean Monitor feature. That one difference changes the game completely — here’s why.. Once you take tracking seriously, you’ll build a massive list of wallets fast. A lot of good insiders farm here and there, but the real signal is when multiple strong wallets ape the same token with size. That’s not something you catch with basic alerts. You catch it when you can see wallets stacking in real time. The easiest way to spot this is with a clean wallet monitor. A perfect example is GMGN’s Wallet Monitor That’s where the edge is. Here's my link to try it out yourself:show more