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Trend Futures Trading Assistant

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Here is the translation of your trading strategy into professional English, suitable for a trading guide or script comments:

**Usage Instructions:**

Try to enter long or short positions when the signal is sharpest (at the "needle tip"). Note that false signals often appear during strong uptrends or downtrends; always hold positions in accordance with the trendline direction.

**Example for Short Selling:**

If the trendline is moving downward, hold the position for a longer period even if a brief trend reversal occurs. Always use previous highs and lows to further confirm the trend.
In a downtrend: if the price fails to break below the previous low, and there is a clear trend reversal accompanied by a long/bullish signal appearing at the bottom of the candlestick, you may enter a light position to avoid falling for a false signal.

The same logic applies to long positions.

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**Key Terminology Used:**
* **接针尖:** Enter at the "needle tip" / when the signal is sharpest (implying precision entries at turning points).
* **假信号:** False signals.
* **趋势线:** Trendline.
* **前高前低:** Previous highs and lows.
* **轻仓入场:** Enter a light position / Enter with small position size.


使用方法:

做多做空尽量接针尖,上升和下降的趋势中总会出现几个假信号,请结合趋势线走势持仓。

例如做空:

趋势线一直往下走,即使出现了短暂的趋势反转,也要持仓久一点,结合前高前低线进一步确认走势,下跌行情中,如果没有跌破前低,而且趋势有了明显的反转,而且K线底部出现了做多的信号,此刻可以轻仓入场,防止是假信号。做多也是如此操作。
版本注释
"Tweaked the win rate backtesting logic and fixed the glitches in the table display."

优化了胜率回测逻辑及表格显示异常的问题。

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