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Prior-Day-Range Failed-Breakout Trap Reversal, Long-Short (Single Instrument DOGEUSDT.BINANCE Perp, 1h Bars, Fade FALSE Breakouts of the Prior-Day High/Low That Close Back Inside the Range — Reversion to Range Midpoint, Hard Stop Beyond the Poke, 3-Parameter)

Hypothesis

A LONG-SHORT, single-instrument intraday REVERSAL strategy on DOGEUSDT.BINANCE (USD-M perp, 1h bars) that fades FAILED breakouts of the prior-day range — the classic 'bull trap / bear trap'. The prior-day high (PDH) and prior-day low (PDL) are obvious levels where breakout traders and resting stops cluster; when price pokes beyond them but fails to hold and closes back INSIDE the range, the trapped breakout crowd is forced to unwind, driving a reversion back toward the range midpoint. This is the deliberate OPPOSITE polarity of the breakout-CONTINUATION strategies that repeatedly blew up (SOL vol-expansion breakout -100% liquidation, SOL Donchian trend-ride) — those bet WITH the breakout and lost to false signals; this monetises exactly those false signals. It is also distinct from the deployed VWAP-band reversion (that fades statistical band deviations; this fades a discrete level-based trap event). DOGE is chosen for its very high liquidity and heavy retail participation, which makes PDH/PDL false breakouts frequent and reversion-prone. Kept to 3 parameters to resist overfitting (the #1 killer, 239x), single-instrument to avoid the basket equity-accounting bugs that killed the ETH/BTC and breadth baskets, and hard-stopped to prevent the leverage blow-ups that liquidated prior long-short perp strategies.

Backtest and paper results are hypothetical. Trading involves risk of loss.