{ "type": "ema_crossover", "name": "EMA Crossover", "description": "Exponential Moving Average crossover strategy that generates buy signals when fast EMA crosses above slow EMA and sell signals when fast EMA crosses below slow EMA.", "category": "trend_following", "parameter_schema": { "fast_period": { "type": "int", "description": "Period for fast EMA calculation", "min": 5, "max": 50, "default": 12, "required": true }, "slow_period": { "type": "int", "description": "Period for slow EMA calculation", "min": 10, "max": 200, "default": 26, "required": true }, "min_price_change": { "type": "float", "description": "Minimum price change percentage to validate signal", "min": 0.0, "max": 10.0, "default": 0.5, "required": false } }, "default_parameters": { "fast_period": 12, "slow_period": 26, "min_price_change": 0.5 }, "metadata": { "required_indicators": ["ema"], "timeframes": ["1h", "4h", "1d"], "market_conditions": ["trending"], "risk_level": "medium", "difficulty": "beginner", "signals": { "buy": "Fast EMA crosses above slow EMA", "sell": "Fast EMA crosses below slow EMA" }, "performance_notes": "Works best in trending markets, may generate false signals in sideways markets" }, "validation_rules": { "fast_period_less_than_slow": { "rule": "fast_period < slow_period", "message": "Fast period must be less than slow period" } } }