Dynamic High-Low Breakouts with Percentage-Based Exits

Summary

This strategy seeks trend starts by comparing the closing price with recent highs and lows. It enters long when the close exceeds the previous lookback high and short when it falls below the previous lookback low. The published settings use a 20-candle lookback, with take-profit and stop-loss levels set as percentages of the entry price. New breakout signals can close positions held in the opposite direction, and alerts notify traders of signals.

The document describes a BTC/USDT futures backtest configuration covering a stated date range, but gives no performance results. It warns that false breakouts and sideways markets can produce repeated losses. Fixed percentage exits may also fit some volatility conditions poorly, and the rules do not account for fundamentals or news. Suggested extensions include volume or higher-timeframe confirmation, volatility-based sizing and exits, and partial profit-taking. Those changes are proposals, not validated results.

Key ideas

• The strategy enters when the close breaks above a prior lookback high or below a prior lookback low.
• Take-profit and stop-loss levels are set as fixed percentages of the entry price.
• An opposite breakout signal can close an existing position and trigger a trade in the new direction.
• False breakouts and choppy markets can lead to repeated stopped-out trades.
• The document suggests volatility and confirmation filters but provides no evidence that they improve results.

Tags

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.