Tarea técnica
Trading Bot Development: Strategy Overview
Objective: Develop a trading bot that identifies and executes trades based on the following strategy combining technical analysis with chart patterns and moving averages.
1. Strategy Components
-
Chart Patterns: The bot should recognize the following patterns:
- Head and Shoulders (H&S)
- Inverse Head and Shoulders (IHS)
- Double Top
- Double Bottom
- Bullish Flag
- Bearish Flag
- Ascending Wedge
- Descending Wedge
-
Moving Averages:
- 50-period Simple Moving Average (SMA): For medium-term trend identification.
- 200-period SMA: For long-term trend identification.
2. Entry Conditions
-
Long Entries:
- Inverse Head and Shoulders: Enter long on a break above the neckline.
- Double Bottom: Enter long on a break above the highest point between troughs.
- Bullish Flag: Enter long on a break above the upper trendline of the flag.
- Descending Wedge: Enter long on a break above the upper trendline.
-
Short Entries:
- Head and Shoulders: Enter short on a break below the neckline.
- Double Top: Enter short on a break below the lowest point between peaks.
- Bearish Flag: Enter short on a break below the lower trendline of the flag.
- Ascending Wedge: Enter short on a break below the lower trendline.
3. Exit Conditions
- Set profit targets based on the height of the pattern or the flagpole distance.
- Maintain a Risk-Reward Ratio of at least 1:2.
- Use trailing stops to secure profits.
4. Risk Management
- Set stop loss:
- Short positions: Above the most recent swing high.
- Long positions: Below the most recent swing low.
- Limit risk to 1-2% of the trading account per trade.
- Adjust position size based on the distance to the stop loss.
5. Implementation Details
- The bot should continuously scan the market for the specified chart patterns.
- It should utilize the moving averages to confirm the overall trend before executing trades.
- Incorporate a backtesting feature to validate the strategy using historical data.
Additional Notes
- Please ensure the bot is developed to operate on MetaTrader 5
- Include a logging feature to record trades, performance metrics, and alerts for pattern recognition.
- We need to discuss how the bot will handle news events and potential market volatility.
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