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AO Zero-Cross and Moving-Average Trend Strategy

Article Strategy library · Author: ChaoZhang

Summary

The document presents a short-term trend strategy that combines the Awesome Oscillator (AO) with moving averages. Its description proposes taking long positions when AO crosses above zero and a fast average crosses above a slow one, with the reverse conditions for shorts. It explains AO as the difference between five- and 34-period simple averages of the midpoint price, and describes the averages as a longer-term trend filter.

The published settings identify BTC-USDT futures and a one-minute backtest window from December 12 to 14, 2023, but no performance results are reported. There is a material mismatch between the prose and the supplied Pine Script: the code uses 20- and 200-period exponential averages, RSI, candle direction, and price crossing the 20-period average; it does not implement the described moving-average crossover entry. The document also gives example profit and stop percentages without evidence that they improve results. Signals may lag or fail, and the brief backtest settings do not establish robustness across markets or periods.

Key ideas

  • The prose describes AO zero-line crosses as short-term directional signals.
  • It proposes confirming entries with a fast and slow moving-average crossover.
  • The supplied script instead adds RSI and price-versus-average conditions and does not match that entry description.
  • Example profit and stop settings are provided, but no performance evidence supports them.
  • The stated backtest covers only a brief one-minute BTC-USDT futures period.

Tags

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