High-Breakout Momentum Entries with EMA, RSI, and Fixed Exits

Summary

This long-only breakout strategy looks for a new high over a configurable lookback, with the fast EMA above the slow EMA and RSI inside a bounded range. A qualifying signal opens a position only when no position is already open. The system then places a fixed percentage profit target and stop loss based on average entry price; it can also close early when price crosses below the fast EMA. The plotted averages, high reference, markers, and dashboard make the signal state visible.

The code describes a lookback of 126 bars, EMA periods of 21 and 50, RSI period of 14, a 15% profit target, and an 8% stop. The accompanying prose claims volume confirmation, proximity within 1% of the high, weighted scoring, and different exit percentages, but these features do not appear in the supplied implementation. No performance evidence is included, and no timeframe is specified, so the meaning of the lookback and its usefulness across markets remain uncertain.

Key ideas

• A breakout signal requires a high at or above the prior lookback-period maximum, an uptrend by EMA ordering, and RSI within the specified band.
• The strategy takes long positions only and does not add while a position is open.
• A fixed percentage target and stop are anchored to the average entry price.
• A downward cross of the fast EMA can trigger an early exit.
• The accompanying description mentions filters and scoring absent from the code, and the document gives no performance results.

Tags

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