技能 产品商业 市场交易周期检测

市场交易周期检测

v20260707
trader-regime
该工具利用神经网络模型和技术指标,检测当前的市场运行周期(如牛市、熊市、震荡市或波动市)。它不仅提供精准的周期分类和置信度,还给出相应的交易策略建议,是进行交易决策、制定投资策略和优化回测流程的重要参考。
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概览

Detect the current market regime using neural-trader's regime detection engine.

Steps:

  1. Ensure neural-trader is available: npm ls neural-trader 2>/dev/null || npm install --ignore-scripts neural-trader
  2. Run regime detection:
    npx neural-trader --regime-detect --symbol TICKER
    
    For multiple symbols:
    npx neural-trader --regime-detect --symbols "AAPL,MSFT,GOOGL,AMZN"
    
  3. Get technical indicators for context:
    npx neural-trader --symbol TICKER --indicators rsi,macd,bollinger,adx,atr
    
  4. Use SONA for regime prediction: mcp__claude-flow__neural_predict({ input: "indicators: RSI=X, ADX=Y, VIX=Z" })
  5. Search for similar historical regimes: mcp__claude-flow__memory_search({ query: "regime similar to CURRENT", namespace: "trading-analysis" })
  6. Present: regime classification, confidence, recommended strategy type, historical precedents
  7. Store analysis: mcp__claude-flow__memory_store({ key: "regime-DATE", value: "REGIME_ANALYSIS", namespace: "trading-analysis" })
信息
Category 产品商业
Name trader-regime
版本 v20260707
大小 1.52KB
更新时间 2026-07-09
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