Detect market regimes and apply data-driven trading strategies based on historical performance patterns.

• Identifies 32 active market regimes (trending up, moderate bull, mixed choppy, bearish, sideways flat, low volatility) with confidence scores up to 93%
• Recommends regime-specific strategies: zero-trade capital preservation in choppy/bearish markets, active 120–200 trades/day with risk validation in confirmed uptrends, asset selection prioritization based on momentum
• Highlights critical patterns: trade frequency inversely correlates with performance in sideways markets; technical signals (MACD, RSI, multi-timeframe alignment) generate false signals in mixed regimes; asset selection (ETH vs. BTC, BNB vs. SOL) significantly impacts returns
• Provides confidence thresholds (60%+) and historical observation counts to help weight recommendations against other trading signals