polymarket-brier
Installation
SKILL.md
Polymarket Brier Score
Calculate prediction accuracy for any Polymarket address. Brier Score measures how close a trader's positions were to the actual outcomes — independent of PnL, position size, or trading strategy.
Why Brier Score?
PnL tells you who made money. Brier Score tells you who predicted correctly.
- High PnL + Poor Brier → Market maker or arbitrageur (earns spread, not predictions)
- Low PnL + Good Brier → Accurate predictor with small positions or conservative sizing
- High PnL + Good Brier → Skilled predictor who also sizes well — the real signal
Trigger
User asks about prediction accuracy, Brier score, prediction quality, forecasting skill, or "how accurate is this trader".
Background
The Brier Score is a standard metric in forecasting (used by Metaculus, Good Judgment Project, etc.).