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Trendbot (Autotrading Strategy)
What is Trendbot?
The Trend Strategy is an automated trading system built around adaptive trend detection and volatility-based profit targeting. It uses a dynamic support/resistance indicator that automatically adjusts to market conditions, combined with ATR-derived exit levels that scale with current volatility.
Core Concept
Markets spend most of their time trending, but identifying when a trend starts and ends is the challenge. This strategy uses a volatility-adjusted trend indicator that filters out noise and only signals when price has made a statistically significant move beyond normal fluctuation. When the trend flips, the strategy flips with it.
How It Works
Trend Detection Engine
The strategy employs a dynamic trend-following algorithm that calculates a trailing threshold based on recent price action and volatility. This threshold acts as a moving line in the sand:
- When price decisively breaks above the threshold, a bullish trend is confirmed
- When price breaks below, a bearish trend is confirmed
- Minor fluctuations within the volatility band are filtered out as noise
Signal Generation
Entries occur precisely at the moment of trend transition:
- Long Entry: Triggered when the trend detection algorithm flips from bearish to bullish, indicating the start of a new uptrend.
- Short Entry: Triggered when the algorithm flips from bullish to bearish, signaling a new downtrend.
Volatility-Adaptive Exits
Take profit levels are calculated dynamically using custom volatility detection signals:
- In volatile markets, profit targets widen automatically
- In calm markets, targets tighten to capture smaller moves
Position Management
The strategy maintains a single position at all times, either long or short. When the trend flips:
- The current position is reversed
- A new volatility-adjusted take profit is calculated based on the new entry price
- The position rides until either the profit target is hit or the trend reverses again
Risk Considerations
The strategy uses the trend indicator itself as an implicit stop loss - if the trend reverses before take profit is reached, the position flips rather than holding a losing trade against the new trend direction. This means losses are capped by the distance to the next trend reversal rather than a fixed stop.