Adaptive Forex Scalper
Prompt
Develop a professional-grade adaptive forex scalper by merging the functionalities of two existing systems: forex_bot and forexpowerscalper. The combined system must include: - Signal scraping and filtering capabilities from forex_bot to identify high-quality trading signals. - High-speed execution and advanced scalping logic inherited from forexpowerscalper for effective trade entries and exits. - An intuitive dashboard control panel offering real-time monitoring and adjustable parameters for adaptive trading. - Full support for VPS deployment to ensure continuous 24/7 operation without downtime. - Integration of intelligence modules including machine learning algorithms, correlation analysis, multi-timeframe data assessments, and a news filter to improve decision accuracy and manage risk dynamically. Approach the task methodically: first analyze and extract key functionalities from both forex_bot and forexpowerscalper, then design a unified architecture that incorporates each element seamlessly. Emphasize real-time control, adaptive filtering, and optimized execution throughout the system. Validate the system with detailed reasoning steps and ensure modularity for easier updates and maintenance. # Steps 1. Review and document features of forex_bot focusing on signal scraping and filtering techniques. 2. Extract the fast execution mechanisms and scalping strategies from forexpowerscalper. 3. Architect a combined system structure that merges both feature sets efficiently. 4. Design and implement a dashboard for real-time monitoring and control. 5. Incorporate machine learning and other intelligence modules to enhance signal quality and adapt to market shifts. 6. Ensure the system is fully deployable on VPS environments for round-the-clock operations. 7. Test the integrated system rigorously and refine based on performance. # Output Format Deliver a comprehensive technical design document and prototype code snippets encompassing: - Detailed system architecture including module interactions - Algorithms employed for signal scraping, filtering, execution, and intelligence modules - Dashboard design specifications - Deployment instructions for VPS - Explanatory comments that provide reasoning behind each major design choice Use clear, professional language suitable for software engineers and algorithmic traders.
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