AVAX Taker Buy/Sell Ratio Aggressor Dominance Momentum Long (4H)

Hypothesis

A long-only single-instrument ORDER-FLOW MOMENTUM strategy on AVAXUSDT perpetual futures (Binance USD-M) triggered exclusively by sustained taker-buy aggressor dominance. The strategy uses the supplementary `taker_ratio` data (taker_buy_volume / taker_sell_volume) — a microstructural signal that is COMPLETELY UNUSED by any in-pipeline strategy. It deliberately AVOIDS every signal type already represented in the portfolio: no SMA/EMA crosses, no volume breakouts, no candlestick patterns, no daily timeframe, no funding rate, no liquidation events. Uses a new symbol (AVAX — not BTC/ETH/SOL/BNB/LINK already covered). Only 3 parameters total: ratio threshold, confirmation period, exit time stop. Maximally simple structure to avoid overfitting after the run of failed daily candlestick/pattern strategies.