#forecasting

Polymarket prediction markets AI trading paper trading OpenAI GPT CLOB Kelly mean reversion SQLite Node Express Docker Render Vercel dashboard algorithmic trading quant research forecasting crypto

Open-source Agent Skill for Claude Code that makes Claude reason with explicit probabilities, base rates, and falsifiers. Distilled from 51 books; first in 18/18 blind passes vs baseline Claude and GPT-5.5, and benchmarked against 14 rival skills and prompt techniques with full cost telemetry (round 5).

Deep learning-based PM2.5 air quality forecasting using LSTM, GRU, and ARIMA to predict 24-hour ahead PM2.5 concentrations in Dhaka.

AI-powered agricultural demand and supply forecasting system using LSTM, XGBoost, and Streamlit with crop recommendation.

AI Audit State framework: analyzing capital, energy & labor constraints for systemic risk.

Autonomous LLM agent trading Polymarket with fake money. Objective: profit after realistic costs. Diagnostic: Brier score vs. the market. Every fill walks a real order book.