```json { "step1_data": { "trend": "Clear uptrend", "volume_comparison": "lower", "near_key_level": true }, "step2_validation": { "pattern_specific_test": "fail", "test_details": "An inside bar pattern requires the entire candle to be within the high/low range of the previous candle. This is not the case here." }, "step3_scores": { "trend_score": 8, "pattern_score": 1, "volume_score": 5, "structure_score": 7 }, "verdict": "NEUTRAL", "confidence": 0.53, "reasoning": "The pattern is invalid, so the bullish bias is based solely on the uptrend and proximity to a key level, but the low volume on the trigger candle is concerning.", "improvement_needed": "A valid inside bar pattern with higher volume would increase confidence." } ```