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trader-regime

Classify market conditions as bullish, bearish, ranging, or volatile to guide strategy selection and historical testing. Distinguish synthetic demonstrations from analysis of actual price data, with confidence levels and historical comparisons where available.

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Detect current market regime using npx neural-trader — bull/bear/ranging/volatile classification with recommended strategy. Use when the user asks about market conditions, wants to pick a strategy for current conditions, or before running a backtest/signal that should be regime-aware.

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适用场景

  • Reviewing market conditions for a stock symbol
  • Choosing a strategy suited to market conditions
  • Checking market conditions before a backtest
  • Comparing conditions with stored historical analyses

包含的文件(1)

  • SKILL.md2.1 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

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 --symbol TICKER
    
    One symbol per call (--regime-detect and --symbols are not recognised; the CLI answers "Unknown command"). In 2.8.11 this classifies a built-in sample price series (the result says "Synthetic prices used for demo"), so it is a demo of the output shape, not a read on TICKER. Say so in the report. For a real read, get the symbol's bars with --backtest --live (dataSource: "yahoo-finance") and classify from those.
  3. Technical indicators have no standalone CLI flag in 2.8.11 (--indicators is rejected). Use the nt.calculateRsi / nt.calculateSma library functions on real bars, or the multi-indicator strategy inside a backtest.
  4. Use SONA for regime prediction: mcp__plugin_ruflo-core_ruflo__neural_predict({ input: "indicators: RSI=X, ADX=Y, VIX=Z" })
  5. Search for similar historical regimes: mcp__plugin_ruflo-core_ruflo__memory_search({ query: "regime similar to CURRENT", namespace: "trading-analysis" })
  6. Present: regime classification, confidence, recommended strategy type, historical precedents. If step 2 returned the synthetic sample, present only the output shape and state that no regime was measured.
  7. Store analysis: mcp__plugin_ruflo-core_ruflo__memory_store({ key: "regime-DATE", value: "REGIME_ANALYSIS", namespace: "trading-analysis" })

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