Signal Generator

Generates trading signals based on technical analysis and market conditions.

Inputs

Market Data required: Historical price and volume data
Strategy required: Signal generation strategy configuration
Time Frame: Analysis time frame (default: "1h")
Filters: Signal filtering criteria

Example

{
  "Market Data": {
    "prices": [...],
    "volumes": [...],
    "timestamps": [...]
  },
  "Strategy": {
    "type": "trend_following",
    "indicators": [
      {
        "name": "EMA",
        "periods": [20, 50]
      },
      {
        "name": "RSI",
        "period": 14
      }
    ],
    "conditions": {
      "ema_cross": true,
      "rsi_oversold": 30,
      "rsi_overbought": 70
    }
  },
  "Time Frame": "1h",
  "Filters": {
    "min_volume": 1000000,
    "min_confidence": 0.8
  }
}

Outputs

Signal: Generated trading signal ("buy", "sell", "hold")
Confidence: Signal confidence score
Analysis: Technical analysis details

Signal Generator

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