"""Base class for all trading strategies.""" from __future__ import annotations from abc import ABC, abstractmethod from typing import Any class BaseStrategy(ABC): """All strategies must inherit from this class.""" @abstractmethod def evaluate(self, market_data: dict[str, Any]) -> dict[str, Any]: """Evaluate market data and return a trade decision. Returns: dict with keys: action ("BUY"|"SELL"|"HOLD"), confidence (int), rationale (str) """ ...