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DCA Transaction Manager Workflow

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创建日期: 2025-11-03 15:21:03
最后修改: 5 个月前
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点击次数: 266
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This strategy is a fully automated intelligent Dollar-Cost Averaging (DCA) system built on the FMZ Quant workflow engine. It integrates multi-dimensional technical indicator analysis, AI-driven market sentiment evaluation, and a human confirmation mechanism to enable dynamic DCA management of cryptocurrency assets.

Core Logic

The strategy runs automatically on an hourly cycle. Upon each trigger, the system concurrently collects two types of data: approximately 100 daily candlestick bars from the market data feed for computing four core technical indicators — MACD, RSI, ATR, and OBV — and the latest cryptocurrency news from an intelligence API, which is fed into an AI model for in-depth sentiment analysis, producing both short-term and long-term sentiment scores.

Once all data is integrated, a large language model synthesizes the technical indicators and sentiment signals, then selects one of four investment decisions based on a predefined DCA framework:

  • Major Increase: Extreme market panic or deep pullback with multi-indicator oversold resonance — exceptional risk/reward
  • Moderate Increase: Market in a corrective phase with a healthy long-term trend
  • Standard Investment: Market in consolidation or unclear trend — maintain DCA discipline
  • Pause and Observe: Extreme market euphoria or severe overbought conditions — await a better entry

Human Review and Execution

After the AI renders its decision, the system parses the structured output and generates a confirmation form, pushing it to the user interface for manual approval. Within a designated timeout window, the user selects "Yes" or "No":

  • Approved: The system executes a market-order spot buy, logging fill quantity, average price, and actual cost
  • Rejected: The system records the rejection without executing any trade

In addition, the strategy integrates a Telegram bot command channel, allowing users to send natural language messages that directly invoke the FMZ MCP interface to query account status, holdings, and historical operation records — enabling real-time account monitoring and strategy interaction from anywhere.

Account Tracking and Visualization

The strategy continuously tracks initial and current account states, calculating USDT balance, coin holdings, total portfolio value, and cumulative profit/return since inception. A dashboard table displays the most recent decision history — including timestamp, decision type, planned amount, execution price, rationale, and approval status — giving users a comprehensive view of strategy performance at a glance.

Vedio Link:DCA Transaction Manager Workflow

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