AI Agent Skills

P2Rank: Protein-ligand binding site prediction from protein structure based on machine learning.

Answer prediction questions using market trading data, not opinions. Use when the user asks probability questions about geopolitics, economics, markets, industries, or a…

A production-grade algorithmic trading bot for Polymarket's 15-minute BTC price prediction markets. Built with a 7-phase architecture combining multiple signal sources,…

ProphetX betting exchange — public tournaments, events, markets, and exchange odds. No API key, read-only. Covers soccer, tennis, basketball, baseball (MLB), NFL, NHL. I…

Kalshi prediction markets — events, series, markets, trades, and candlestick data. Public API, no auth required for reads. US-regulated exchange (CFTC). Covers football…

Polymarket sports prediction markets — read-only live odds, prices, order books, events, series, and market search. No auth required. Covers NFL, NBA, MLB, football (EPL…

Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.

A high-perforomance automated trading bot for Polymarket's ultra-short crypto prediction markets - 5-minute and 15-minute Up/Down markets on XRP, BNB, ETH, SOL, BTC, and…

UTokyo-SaruLab MOS Prediction System

Advanced Quantitative Factor Research: ML-powered stock return prediction with 72% performance improvement. Features comprehensive alpha factor library, systematic featu…

Apply lean thinking to UX: hypothesis-driven design, collaborative sketching, and rapid experiments instead of heavy deliverables. Use when the user mentions "Lean UX",…

A suite of Rust CLI tools for agentic trading and market intelligence. Each exchange has its own dedicated binary — hyperliquid, binance, coinbase, okx, polymarket — plu…

A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.

Polymarket trading bot for BTC and ETH prediction markets. Uses Chainlink price divergence, liquidity filters, and short-term scalping strategies to trade final-epoch op…

Bayesian modeling with PyMC 5: priors, likelihood, NUTS/ADVI sampling, diagnostics (R-hat, ESS), LOO/WAIC comparison, prediction. Hierarchical, logistic, GP variants; pr…

Calibrates manuscript claim strength so wording matches the actual evidence level, study design, and validation status.