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POLYMARKET BOTS ARE NOT BLACK BOXES -> Official Python client for Polymarket CLOB V2. If your pipeline is built in Python, this is probably the cleanest starting point: API creds, authenticated client, order flow, and direct CLOB interaction. -> A TypeScript library for Polymarket WebSocket data. Auto reconnect, dynamic... subscriptions, book events, price changes, tick size changes, and last trade price. This is exactly the kind of repo you need for Step 1: recording the order book. -> Official Polymarket agent skills repo. This fits the “Now you can use AI” part perfectly: auth, order placement, market reads, live data streams, position management, and WebSocket patterns. Basically, the bridge between Polymarket data and AI agents. Not bad starter kit.show more

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two of the best repos for building your own product on Polymarket recently found some interesting projects by Daniel Sapkota that’ll make your life easier if you’re a builder market making: data analytics: poly-maker is an automated market making bot for Polymarket that keeps orders on both sides of the book and is driven by parameters from Google Sheets key features: / real-time order book monitoring via WebSocket; / positions + risk controls (position management); / parameters/hyperparameters managed in Google Spreadsheets; / poly_merger (Node.js) a "merge positions" utility to consolidate positions, use less gas, and improve capital efficiency; / companion modules: poly_stats, poly_utils, data_updater, poly_data. poly_data is a "data combine" for collecting, processing, and structuring Polymarket trading data: markets > order-filled events > trades dataset 3 pipeline stages: 1/ market data collection - pulls all markets from the Polymarket API; 2/ order event scraping - fetches order-filled events from the Goldsky subgraph; 3/ trade processing - converts raw events into structured trades: price, direction, size, maker/taker, etc. you can use these two great repos in different ways if your goal is content/osint/spreadsheets/wallet analysis > poly_data is the most valuable. if your goal is lp/market making > poly-maker is a great infrastructure reference implementation.

two of the best repos for building your own product on Polymarket recently found some interesting projects by Daniel Sapkota that’ll make your life easier if you’re a builder market making: data analytics: poly-maker is an automated market making bot for Polymarket that keeps orders on both sides of the book and is driven by parameters from Google Sheets key features: / real-time order book monitoring via WebSocket; / positions + risk controls (position management); / parameters/hyperparameters managed in Google Spreadsheets; / poly_merger (Node.js) a "merge positions" utility to consolidate positions, use less gas, and improve capital efficiency; / companion modules: poly_stats, poly_utils, data_updater, poly_data. poly_data is a "data combine" for collecting, processing, and structuring Polymarket trading data: markets > order-filled events > trades dataset 3 pipeline stages: 1/ market data collection - pulls all markets from the Polymarket API; 2/ order event scraping - fetches order-filled events from the Goldsky subgraph; 3/ trade processing - converts raw events into structured trades: price, direction, size, maker/taker, etc. you can use these two great repos in different ways if your goal is content/osint/spreadsheets/wallet analysis > poly_data is the most valuable. if your goal is lp/market making > poly-maker is a great infrastructure reference implementation.

dunik

11,319 views • 5 months ago

This trader built a trading bot with Claude and made $295,000 on Polymarket His bot makes 28.8 trades per hour or 1.58 trades per minute and trades the structure of related markets around the same underlying asset price His strategy is simple: > Compares the current ETH/SOL/XRP price with the price on Polymarket > Buys when it sees a gap between fair probability and the order book price > Uses arbitrage if there is edge This guy’s Polymarket account: Using this strategy, he generates consistent profit and grows his capital

This trader built a trading bot with Claude and made $295,000 on Polymarket His bot makes 28.8 trades per hour or 1.58 trades per minute and trades the structure of related markets around the same underlying asset price His strategy is simple: > Compares the current ETH/SOL/XRP price with the price on Polymarket > Buys when it sees a gap between fair probability and the order book price > Uses arbitrage if there is edge This guy’s Polymarket account: Using this strategy, he generates consistent profit and grows his capital

VALIX

76,485 views • 1 month ago

Polymarket 15m trading guide is FREE now Stop trading 15-minute markets via the UI. You are too slow and competing against bots that see the future I dug into Polymarket's official GitHub and found the actual edge: real-time-data-client It connects directly to their websocket. While you wait for the website to refresh, this script feeds you orderbook changes with zero latency. Example of a profile running this setup: This is the only way to front-run volatility on short timeframes.

BuBBliK

17,102 views • 5 months ago

Today, we’re releasing Polymarket Journalism Tools, a free suite of tools for writers and researchers using prediction market data. Inside: Draft Analyzer: Paste your article and instantly find relevant polymarkets, ranked by volume and salience. Market Timeline: Find which news stories moved the odds, plotted directly on the price history. Suggest a Polymarket: Don't see the market you need? Send your idea directly to our markets creation team. PolyVideo: Sync Polymarket odds with any YouTube video and find the exact moments that the odds moved. API Explorer: Build your own Polymarket data pipelines the easy way. Read More 👇

Today, we’re releasing Polymarket Journalism Tools, a free suite of tools for writers and researchers using prediction market data. Inside: Draft Analyzer: Paste your article and instantly find relevant polymarkets, ranked by volume and salience. Market Timeline: Find which news stories moved the odds, plotted directly on the price history. Suggest a Polymarket: Don't see the market you need? Send your idea directly to our markets creation team. PolyVideo: Sync Polymarket odds with any YouTube video and find the exact moments that the odds moved. API Explorer: Build your own Polymarket data pipelines the easy way. Read More 👇

The Oracle

43,162 views • 3 months ago

Polymarket US APIs are officially live If you've been sitting on trading ideas, automation dreams, or market analysis tools - now's the time to build What you get: - REST API for orders, positions, market data - WebSocket feeds for real-time price updates - Official Python + TypeScript SDKs (no more janky workarounds) - Proper authentication with API keys from the dev portal Most profitable traders aren't clicking buttons - they're running bots. You can now build limit order strategies, arbitrage scanners, portfolio dashboards, alert systems, whatever you've been theory-crafting. Early advantage is real. The people building automation now will be miles ahead when everyone else shows up Welcome

Polymarket US APIs are officially live If you've been sitting on trading ideas, automation dreams, or market analysis tools - now's the time to build What you get: - REST API for orders, positions, market data - WebSocket feeds for real-time price updates - Official Python + TypeScript SDKs (no more janky workarounds) - Proper authentication with API keys from the dev portal Most profitable traders aren't clicking buttons - they're running bots. You can now build limit order strategies, arbitrage scanners, portfolio dashboards, alert systems, whatever you've been theory-crafting. Early advantage is real. The people building automation now will be miles ahead when everyone else shows up Welcome

BuBBliK

111,242 views • 4 months ago

this ugly Polymarket terminal is what AI tradingactually looks like not a chatbot giving opinions a feed on one screen markets on another a bot waiting for the price to break before humans can react the edge is not prediction anymore. it is speed, routing, and probability updates running while traders are still reading the headline Polystrat did 4,200+ trades in its first month one position peaked at +376% other agents are watching thousands of markets at once news order books liquidity API fills market odds then they compare their probability against the price and execute. that is the shift. Polymarket used to be humans betting on events now agents are pricing the odds of other agents, models, IPOs and AI labs with real USDC on the line benchmarks can be gamed. a bad trade cannot.

this ugly Polymarket terminal is what AI tradingactually looks like not a chatbot giving opinions a feed on one screen markets on another a bot waiting for the price to break before humans can react the edge is not prediction anymore. it is speed, routing, and probability updates running while traders are still reading the headline Polystrat did 4,200+ trades in its first month one position peaked at +376% other agents are watching thousands of markets at once news order books liquidity API fills market odds then they compare their probability against the price and execute. that is the shift. Polymarket used to be humans betting on events now agents are pricing the odds of other agents, models, IPOs and AI labs with real USDC on the line benchmarks can be gamed. a bad trade cannot.

Myttle

13,886 views • 1 month ago

WSJ just exposed the brutal reality behind Polymarket and Kalshi. The data is absolutely shocking. Out of 1.6M Polymarket accounts, a mere 0.1% of top wallets took home the vast majority of profits. And these winners are almost entirely high-frequency quant teams and bots. Additionally, Kalshi’s official data shows that for every single user making money, roughly three others are losing. Polymarket defended this by claiming 90% of users are just there to gather information, and the median loss is under $10. This is an absolute joke. Nobody deposits crypto on-chain just to read news. When you think you are predicting the future, what you are actually facing is a fleet of bots running 24/7.

WSJ just exposed the brutal reality behind Polymarket and Kalshi. The data is absolutely shocking. Out of 1.6M Polymarket accounts, a mere 0.1% of top wallets took home the vast majority of profits. And these winners are almost entirely high-frequency quant teams and bots. Additionally, Kalshi’s official data shows that for every single user making money, roughly three others are losing. Polymarket defended this by claiming 90% of users are just there to gather information, and the median loss is under $10. This is an absolute joke. Nobody deposits crypto on-chain just to read news. When you think you are predicting the future, what you are actually facing is a fleet of bots running 24/7.

Satori 🎴 💀

54,604 views • 1 month ago

THIS WALLET TURNED $500 INTO $600K ON POLYMARKET BY EXPLOITING PRICE LAGS BETWEEN REAL-TIME BTC DATA AND MARKET UPDATES.

THIS WALLET TURNED $500 INTO $600K ON POLYMARKET BY EXPLOITING PRICE LAGS BETWEEN REAL-TIME BTC DATA AND MARKET UPDATES.

0xMarioNawfal

64,145 views • 3 months ago

Wow! Agents can now trade autonomously on Polymarket using the x402 standard. Semantic Layer is leading the way here, and I think it makes a lot of sense to have AI Agents executing trades directly on prediction markets, as they can analyze vast amounts of data and close inefficiencies. This first beta already features three specialized Agents, each researching a different Polymarket sector. AI agents are automating everything.

Wow! Agents can now trade autonomously on Polymarket using the x402 standard. Semantic Layer is leading the way here, and I think it makes a lot of sense to have AI Agents executing trades directly on prediction markets, as they can analyze vast amounts of data and close inefficiencies. This first beta already features three specialized Agents, each researching a different Polymarket sector. AI agents are automating everything.

Diego

38,904 views • 8 months ago

prediction markets are accurate, but stopping there is wrong 🤔 the real value comes from adding other sources and an ai analyst to Polymarket data i built an OpenBB app for this, got some interest, so i made it fully free reply "polymarket" for the app + source code

prediction markets are accurate, but stopping there is wrong 🤔 the real value comes from adding other sources and an ai analyst to Polymarket data i built an OpenBB app for this, got some interest, so i made it fully free reply "polymarket" for the app + source code

José Donato

10,161 views • 1 year ago

We price the future. Now you can lever it. Perps are coming to Polymarket. Sign up for early access 👇

We price the future. Now you can lever it. Perps are coming to Polymarket. Sign up for early access 👇

Polymarket

28,575,347 views • 2 months ago

IT TOOK ME 14 HOURS TO INSTALL A TRADING BOT. HERE'S HOW TO DO IT IN 30 MINUTES Polymarket has an official AI agent repo on GitHub. 2,600 stars. Sounds easy. It's not. pysha3 won't compile on Apple Silicon. 4 hours on this alone. Fix: Miniconda with Python 3.11 Polymarket blocks API requests from most countries. No error, just timeout. Fix: VPN. The .env file needs 4 keys: wallet private key, proxy address, OpenAI API key, NewsAPI key. Miss one and nothing works, no useful error. py-clob-client installs fine but the main repo has 21 open issues. Most are dependency conflicts. Last official commit: November 2024. Once it works: the agent pulls live markets, scores them through GPT and trades on its own. Starting cost: $20 USDC on Polygon + $5 OpenAI

IT TOOK ME 14 HOURS TO INSTALL A TRADING BOT. HERE'S HOW TO DO IT IN 30 MINUTES Polymarket has an official AI agent repo on GitHub. 2,600 stars. Sounds easy. It's not. pysha3 won't compile on Apple Silicon. 4 hours on this alone. Fix: Miniconda with Python 3.11 Polymarket blocks API requests from most countries. No error, just timeout. Fix: VPN. The .env file needs 4 keys: wallet private key, proxy address, OpenAI API key, NewsAPI key. Miss one and nothing works, no useful error. py-clob-client installs fine but the main repo has 21 open issues. Most are dependency conflicts. Last official commit: November 2024. Once it works: the agent pulls live markets, scores them through GPT and trades on its own. Starting cost: $20 USDC on Polygon + $5 OpenAI

zostaff

35,405 views • 3 months ago

i built an arbitrage machine for money in one evening, it helped me earn $1,500 → constantly fetches prices from Binance and Polymarket → waits for the moment when the price on Binance differs from Polymarket → buys long where it's cheaper, buys short where it's more expensive → keeps positions open until prices converge → closes both positions simultaneously takes profit = price difference minus fees it uses Polymarket's CLOB and Binance's futures API it all works on tiny discrepancies and is written in Rust this feels like quantum trading what ideas do you have for Polymarket strategies?

i built an arbitrage machine for money in one evening, it helped me earn $1,500 → constantly fetches prices from Binance and Polymarket → waits for the moment when the price on Binance differs from Polymarket → buys long where it's cheaper, buys short where it's more expensive → keeps positions open until prices converge → closes both positions simultaneously takes profit = price difference minus fees it uses Polymarket's CLOB and Binance's futures API it all works on tiny discrepancies and is written in Rust this feels like quantum trading what ideas do you have for Polymarket strategies?

self.dll

19,789 views • 4 months ago

🚀SHIPPED 🚀 We just shipped the FIRST EVER Polymarket integration inside a Telegram mini-app, and it’s live in production! ✅ Full CLOB v2 + gasless builder-relayer (Phase 2.1) ✅ POLY_BUILDER_CODE on every order → Builder Leaderboard juice ✅ Zero-gas onboarding: Safe + allowances batched via relayer ✅ One-tap “Fund Polymarket” sweep (custodial → user Safe) ✅ AI trade signals now hitting Polymarket too Prediction markets just went mainstream. No wallet. No gas. No bridges. Just tap → trade. Millions of Telegram users can now bet on the future without knowing what MetaMask is. This is how prediction markets explode. Polymarket BUILD4 is cooking 🔥 try it:

🚀SHIPPED 🚀 We just shipped the FIRST EVER Polymarket integration inside a Telegram mini-app, and it’s live in production! ✅ Full CLOB v2 + gasless builder-relayer (Phase 2.1) ✅ POLY_BUILDER_CODE on every order → Builder Leaderboard juice ✅ Zero-gas onboarding: Safe + allowances batched via relayer ✅ One-tap “Fund Polymarket” sweep (custodial → user Safe) ✅ AI trade signals now hitting Polymarket too Prediction markets just went mainstream. No wallet. No gas. No bridges. Just tap → trade. Millions of Telegram users can now bet on the future without knowing what MetaMask is. This is how prediction markets explode. Polymarket BUILD4 is cooking 🔥 try it:

Build4

17,767 views • 2 months ago

Someone in r/algotrading posted a polymarket wallet with one comment: "sports markets are broken and nobody is talking about it" thread deleted in 10 minutes but i grabbed the wallet before it disappeared pulled the on-chain data and started building they hire 12 quant developers at $180k each i opened claude ($20/m) and said: "analyze this wallet's strategy and build me a similar system for trading live sports markets on polymarket" starting balance $100 a week ago current balance: $14,700 every trade is live sports, only during matches spent two days reverse engineering the pattern the logic is embarrassingly simple: live sports APIs update within 1-2 seconds of an event polymarket oracle checks every 10-20 seconds that gap is free money my bot runs on AWS EC2 for $120/month in Virginia latency <5ms to polymarket CLOB it pulls SportsRadar with 1-2 second delay and still finds edge the agent wrote the entire pipeline in one session: → async websocket listener on polymarket orderbook → SportsRadar live feed via httpx (non-blocking) → poisson probability model via scipy.stats → pre-cached lambda values in redis (<1ms lookup) → kelly criterion for position sizing (max 6% bankroll) → EIP-712 order signing, execution via polygon CLOB their infrastructure costs $2.4M/year mine costs $930/month $100 in the morning $1,730 by evening, and NFL example on video AI can build what used to take a team of 12

Someone in r/algotrading posted a polymarket wallet with one comment: "sports markets are broken and nobody is talking about it" thread deleted in 10 minutes but i grabbed the wallet before it disappeared pulled the on-chain data and started building they hire 12 quant developers at $180k each i opened claude ($20/m) and said: "analyze this wallet's strategy and build me a similar system for trading live sports markets on polymarket" starting balance $100 a week ago current balance: $14,700 every trade is live sports, only during matches spent two days reverse engineering the pattern the logic is embarrassingly simple: live sports APIs update within 1-2 seconds of an event polymarket oracle checks every 10-20 seconds that gap is free money my bot runs on AWS EC2 for $120/month in Virginia latency <5ms to polymarket CLOB it pulls SportsRadar with 1-2 second delay and still finds edge the agent wrote the entire pipeline in one session: → async websocket listener on polymarket orderbook → SportsRadar live feed via httpx (non-blocking) → poisson probability model via scipy.stats → pre-cached lambda values in redis (<1ms lookup) → kelly criterion for position sizing (max 6% bankroll) → EIP-712 order signing, execution via polygon CLOB their infrastructure costs $2.4M/year mine costs $930/month $100 in the morning $1,730 by evening, and NFL example on video AI can build what used to take a team of 12

Archive

81,489 views • 4 months ago

THIS GUY BUILT A BOT THAT SEES LIVE SPORTS DATA ~8 SECONDS BEFORE POLYMARKET UPDATES AND TRADES THE LAG.

THIS GUY BUILT A BOT THAT SEES LIVE SPORTS DATA ~8 SECONDS BEFORE POLYMARKET UPDATES AND TRADES THE LAG.

0xMarioNawfal

1,127,917 views • 3 months ago

Polymarket 🤝 Yahoo We’re excited to announce Polymarket is now the exclusive prediction market partner for Yahoo Finance.

Polymarket 🤝 Yahoo We’re excited to announce Polymarket is now the exclusive prediction market partner for Yahoo Finance.

Polymarket

14,722,625 views • 8 months ago

POLYMARKET INTEGRATES WITH X, GROK JOINS THE MARKET CONVERSATION Polymarket just leveled up. The prediction site where people wager on real-world events now pulls in real-time tweets, live data from X, and smart AI summaries from Grok. If a market moves, you see why. X posts appear. Grok explains. No detective work required. It turns a guessing game into a guided tour. News meets markets meets machine brain. And yes this is just the start. Source: xAI, Polymarket Disclaimer: This content was produced in collaboration with the client and is intended for informational purposes only. It does not constitute financial or investment advice. Always conduct your own research before making any financial decisions, especially in highly volatile markets like crypto.

POLYMARKET INTEGRATES WITH X, GROK JOINS THE MARKET CONVERSATION Polymarket just leveled up. The prediction site where people wager on real-world events now pulls in real-time tweets, live data from X, and smart AI summaries from Grok. If a market moves, you see why. X posts appear. Grok explains. No detective work required. It turns a guessing game into a guided tour. News meets markets meets machine brain. And yes this is just the start. Source: xAI, Polymarket Disclaimer: This content was produced in collaboration with the client and is intended for informational purposes only. It does not constitute financial or investment advice. Always conduct your own research before making any financial decisions, especially in highly volatile markets like crypto.

Mario Nawfal

58,016 views • 1 year ago

xAI partners with Polymarket to blend market predictions with X data and Grok’s analysis. Hardcore truth engine - see what shapes the world. This is just the start of our partnership with Polymarket. More to come. 🚀

xAI partners with Polymarket to blend market predictions with X data and Grok’s analysis. Hardcore truth engine - see what shapes the world. This is just the start of our partnership with Polymarket. More to come. 🚀

SpaceXAI

4,574,846 views • 1 year ago

This guy built a trading bot with Claude and made $143,000 on Polymarket His bot trades mispricings in short crypto Up/Down markets with a median trade size of $7.19 and an average edge of 2.0% It builds positions with limit orders and hedges part of the volume His strategy is simple: > Tracks BTC/ETH/SOL/XRP price movements and compares them with Polymarket prices > Enters a trade when Polymarket probabilities look undervalued > Buys the opposite outcome as a hedge or builds an arbitrage position This guy’s Polymarket account: With this strategy and clean execution, he keeps steadily growing his deposit

This guy built a trading bot with Claude and made $143,000 on Polymarket His bot trades mispricings in short crypto Up/Down markets with a median trade size of $7.19 and an average edge of 2.0% It builds positions with limit orders and hedges part of the volume His strategy is simple: > Tracks BTC/ETH/SOL/XRP price movements and compares them with Polymarket prices > Enters a trade when Polymarket probabilities look undervalued > Buys the opposite outcome as a hedge or builds an arbitrage position This guy’s Polymarket account: With this strategy and clean execution, he keeps steadily growing his deposit

VALIX

56,217 views • 1 month ago