Parker

what if Shayne’s big announcement isn’t $Poly at all? looks like Polymarket is finally bringing proper perp trading features to Perps a bunch of fresh PRs appeared in the SDK within just a few hours, and almost all of them are specifically tagged for perps most of these are already pretty standard on major perp exchanges, but Polymarket could finally be adding them too: → Trailing Stop Loss → TWAP execution → Partial TP/SL → Chase Orders → Good-Till-Date Orders → Position Snapshots → Auto-Deleveraging Notifications and all of this comes right after Polymarket was compared with Hyperliquid maybe Shayne’s announcement is about Perps after all

3 OPEN-SOURCE TOOLS FOR FINDING BETTER SPORTS BETS ON POLYMARKET I went through all three so you don’t have to 1. NBA-Machine-Learning-Sports-Betting — 1.7K⭐ github.com/kyleskom/NBA-Mach… basically an ML model built to estimate NBA game outcomes → trained on historical NBA data → generates win predictions → compares model probabilities with sportsbook odds → includes backtesting so if Lakers YES is trading at 62¢ on Polymarket but the model sees something closer to 52%, you immediately have a market worth looking into 2. Public ESPN API — 742⭐ github.com/pseudo-r/Public-E… this one basically gives your AI access to ESPN data across 20+ sports → live scores → schedules → standings → team/player data → news → NFL, NBA, MLB, NHL and more the interesting part is that the repo is structured to make ESPN data much easier for AI/LLMs to work with so instead of manually checking ESPN before every Polymarket bet, you can feed the relevant data directly into your AI 3. Sports Skills — 234⭐ github.com/machina-sports/sp… this one is probably the most useful specifically for Polymarket it gives AI agents ready-made sports + prediction market tools → live NBA, NFL, MLB, NHL, football, tennis, F1 and more → Polymarket prices + order books → ESPN schedules and stats → compares sportsbook odds with Polymarket → can match a game with its Polymarket market → 300+ commands with no API keys for the public-data skills sports-skills.sh for example, you can basically ask your AI: show me today’s NBA games, find the matching Polymarket markets and compare the odds and it can pull the sports data + prediction market prices into one flow that’s way more useful than opening ESPN, sportsbooks and Polymarket separately AI predictions + live sports data + Polymarket in one stack save this before you lose it

KEEPING MONEY ON NO ALIENS IS CURRENTLY MORE PROFITABLE THAN KEEPING IT IN A US BANK on Polymarket, NO on the US confirming the existence of aliens before the end of 2026 can currently be picked up with a limit order around 96.6¢ if you get filled and the market resolves NO, each share pays $1 in about 3 months that’s roughly +3.5% in 3 months for comparison, a good 3-month CD in the US currently pays around 4.1% APY, which works out to roughly +1% over the same period on $10,000: Polymarket NO → +$352 US bank CD → ~+$103 so in terms of return, NO aliens currently pays around 3.4x more and apparently I’m not the only one who noticed the market has already done almost $40M in volume the biggest NO trader put around $1.27M into this market and is now sitting on roughly $1.4M there’s one important catch: this only works if you actually get filled around 96.6¢ if you market buy and eat through the order book at higher prices, the return gets worse pretty quickly and yes, technically there is risk if the White House comes out tomorrow and says “guys, aliens are real,” your NO goes straight to hell but at that point you probably have bigger problems than your 3.5% turns out one of the best “yield plays” on Polymarket right now is just betting that aliens stay unconfirmed for 3 more months

ONE OF THE MOST CONVENIENT SCANNERS FOR POTENTIAL POLYMARKET INSIDERS Polyhint is useful because there’s basically nothing to set up it just sends pre-filtered suspicious trades straight to Telegram and gives each wallet a Radar Score based on how unusual the activity looks each alert shows things like: → wallet age → total trades → number of markets traded → position size and entry price → how much bigger the trade is than usual → market volume and liquidity → estimated trade impact for example, the wallet in the screenshot was only 0.1h old, had just 3 trades, and immediately bought around $1.16K of Claude Opus YES I’ve already found at least 3 Claude model release markets through Polyhint where very suspiciously timed wallets showed up obviously a high score doesn’t automatically mean insider but as a radar for wallets worth checking manually, it’s one of the most convenient tools I’ve used t.me/polyhint

3 GITHUB REPOS THAT MAKE POLYMARKET RESEARCH WAY TOO EASY 1. changedetection — 34K⭐ github.com/dgtlmoon/changede… basically your 24/7 information radar it constantly monitors websites and detects when something changes → government websites → company pages → regulatory websites → official announcements instead of manually checking dozens of sources, you can make the system watch them for you and send an alert when something important changes especially useful when Polymarket prices can move within minutes after new information drops 2. TradingAgents — 108K⭐ github.com/TauricResearch/Tr… basically an AI investment committee instead of relying on one model, it splits the research between multiple agents → analyzes news and sentiment → builds separate bull and bear cases → makes agents debate each other → runs the idea through risk management and it already supports Polymarket data so instead of getting one AI prediction, you get several agents challenging each other before reaching a conclusion 3. RAGFlow — 91K⭐ github.com/infiniflow/ragflo… basically your own research database you can feed it huge amounts of primary sources → reports → court documents → transcripts → filings → research papers then AI can search across all of them and answer questions based on the original sources basically three different parts of a full Polymarket research desk in one stack