Cluster Breakouts with Volume Confirmation and Staged Exits

Summary

This strategy looks for a compact price range across a configurable number of bars, optionally requiring ATR to be lower than it was over an earlier comparison period. It records the range boundaries and signals a trade when price closes beyond a boundary with an ATR buffer. Optional filters require a strong close, above-average volume, and alignment with an EMA and ADX trend test. Session restrictions, a daily trade limit, and a post-exit cooldown further constrain entries.

The described exit plan starts with a stop half a percent from entry and a first target one percent away, where half the position is closed. The remaining half receives a stop at a stated profit level and a second target, with a bar limit and session-end close also available. The document explains that partial closes affect how profitable trades are counted in the report, and advises prioritizing net profit and profit factor. It supplies no measured performance results. The listing’s code is incomplete, so the full implementation cannot be assessed; its stated breakeven and profit claims also depend on execution and gaps.

Key ideas

• A cluster is defined by a recent price range constrained by ATR and optionally by contracting volatility.
• Breakout signals can require a buffer, a strong close, elevated volume, and an optional EMA and ADX filter.
• The exit design scales out half at the first target and manages the remainder with a profit stop and second target.
• Session limits, daily entry caps, cooldowns, and maximum holding time constrain trading activity.
• The document reports no strategy performance, and its code excerpt is incomplete.

Tags

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