SMA and ADX Filters for a Candlestick Breakout Strategy

Summary

This trend-following method combines a simple moving average (SMA), the Average Directional Index (ADX), and a candlestick condition called a “glory hole.” It enters long when the candle is bullish, price is above the SMA, and ADX exceeds a threshold; it enters short when the corresponding bearish conditions hold. The listed defaults include a 20-period SMA and an ADX threshold of 30. Exits are described as stop loss or take profit, but the supplied strategy code does not define exit orders or specify those levels.

The document presents the SMA as a trend-direction filter and ADX as a measure of trend strength, and suggests that their combination may avoid some weak signals. It also identifies lag, false signals around reversals, and missing long/short balance logic as risks. The source and backtest settings refer to BTC/USDT futures over a stated period, but no performance results are reported. The claimed filtering benefit is therefore not demonstrated; parameter tuning and risk controls are proposed as future work.

Key ideas

• The strategy uses an SMA to filter signals by price direction and ADX to require trend strength.
• Long and short entries depend on a bullish or bearish candle condition alongside the SMA and ADX filters.
• The document identifies lag, reversals, and insufficient long/short balancing as risks.
• The published BTC/USDT futures settings provide no reported performance results, and the source does not specify exit orders.

Tags

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