Igor Mallagoli
3.5K posts

Igor Mallagoli
@imallag
Deep generalist on Founder mode since it wasn't cool


"YOUR CLAUDE CODE SESSION LIMIT HAS BEEN REACHED"



I built a tool that ranks health influencers by how well their claims match 150,000 research papers. Here's the leaderboard. Will post more results soon!

69% of traders lose money on Polymarket. Profits are highly concentrated among a small group of HFT bots that exploit early pricing advantages rather than superior forecasting accuracy.



Anthropic just pulled Claude Code from the Pro plan. Pro users wanting it need Max now. $100/month minimum. 5x jump. I'm on Max 20x so I'm fine. Flagging for anyone on Pro who's about to find out. No announcement. Just a pricing page edit.





Becoming successful is not luck. It’s math. If your probability of success is 1/100 and you try 100 times, you have a 100% chance of success.


People are stuck in second-order change: tweaking behaviors, optimizing routines, forcing discipline. But first-order change is identity shift. When you change who you think you are, the behaviors become automatic. You're not trying to do different things. What you are really trying is to be a different person.


the fastest growing GitHub repos in finance this week: 1. TauricResearch/TradingAgents (+2.5K ★) simulates a full trading firm with LLM agents. one researches, one manages risk, one makes the call and they argue before every trade. 2. disler/last30days-skill (+2K ★) AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket and the web. drop it into any Claude-compatible setup and get instant deep-dive research on anything. 3. TauricResearch/TradingAgents-CN (+1K ★) Chinese-enhanced fork of TradingAgents. same multi-agent LLM trading architecture, fully localized for Chinese markets and data sources. 23K stars and climbing. 4. OpenBB (+1K ★) financial data platform for analysts, quants and AI agents. the open-source Bloomberg alternative that keeps getting better every week. 5. furutech/daily_stock_analysis (+924 ★) LLM-powered stock analyzer for US, A-share and H-share markets. real-time news + multi-source data + decision dashboard. runs on a schedule at zero cost. pure automation. 6. microsoft/qlib (+638 ★) AI-oriented quant investment platform from Microsoft. covers the full pipeline from data to live trading. deep learning, auto-quant, backtesting — all in one place. 7. anthropics/claude-scientific-skills (+573 ★) ready-to-use agent skills for research, science, engineering, finance and writing. plug-and-play toolkit for anyone building on top of Claude. 8. valuecell/valuecell (+315 ★) community-driven, multi-agent platform for financial apps. still early but the architecture is solid and the use cases are stacking up fast. 9. e2b-dev/500-AI-Agents-Projects (+256 ★) curated collection of 500 AI agent use cases across industries. the best reference list if you're figuring out what to build next. 10. Jon-Becker/prediction-market-analysis (+246 ★) framework for collecting and analyzing prediction market data. includes the largest public dataset of Polymarket + Kalshi trades. researchers are already publishing papers on top of it. bookmark this and start today.

High-agency people seem to have this weird immunity to embarrassment. Getting rejected? Not embarrassing, that’s just data collection. Looking naive? Not embarrassing, that’s just information asymmetry you’re fixing. Breaking minor social rules? Not embarrassing, most rules are just Schelling points anyway. What would be embarrassing to them is not trying. That’s the thing they can’t live with.

Hyperliquid is strong now but if Cardano launches Perps we are cooked.




