Doji /Dragonfly /Gravestone /Hammer/Inverted Hammer/

## 策略介绍
量子K线形态识别引擎是一款基于高级模式识别算法的专业K线形态检测工具，专门用于精准识别锤子线、倒锤子线及各类十字星等关键反转形态，为交易者提供可靠的市场转折信号。

## 核心算法原理

### 智能形态量化分析
系统通过量子级几何关系计算，精确测量K线的实体比例、影线长度和相对位置，实现传统K线形态的数字化和标准化识别。

### 多维度形态验证
采用多重参数阈值验证机制，确保每个识别出的形态都符合严格的技术定义，避免主观判断导致的误识别。

## 实战应用指南

### 图表分析方法

**📊 关键反转形态识别**
锤子线特征：
→ 长下影线，短实体或没有实体
→ 出现在下降趋势底部
→ 下影线至少是实体长度的2倍

倒锤子线特征：
→ 长上影线，短实体
→ 出现在下降趋势底部
→ 上影线至少是实体长度的2倍

十字星家族：
标准十字星：上下影线接近相等，实体极小
蜻蜓十字：长下影线，几乎没有上影线
墓碑十字：长上影线，几乎没有下影线

**🎯 交易信号解读**
- **锤子线/蜻蜓十字**：潜在底部反转信号，考虑做多机会
- **倒锤子线/墓碑十字**：潜在顶部反转信号，考虑做空机会
- **标准十字星**：市场犹豫不决，可能预示趋势转折

### 交易决策流程

**反转交易策略**
1. 在明确趋势中发现反转形态
2. 等待形态确认后的入场信号
3. 将形态极端点作为止损参考
4. 目标看向前一个摆动高低点

**确认验证方法**
```pinescript
高可靠性形态特征：
1. 形态出现在关键支撑阻力位
2. 伴随成交量放大确认
3. 多个时间框架出现共振信号
4. 后续K线确认反转动力
策略优势
✅ 精准的形态识别算法，避免主观误判
✅ 实时的视觉标签提示，快速定位关键K线
✅ 完整的形态分类体系，覆盖主要反转信号
✅ 严格的技术标准验证，确保信号质量
## 策略介绍内容（英文）

```markoding
## Strategy Introduction
The Quantum Candlestick Pattern Recognition Engine is a professional candlestick pattern detection tool based on advanced pattern recognition algorithms, specifically designed to accurately identify key reversal patterns such as Hammers, Inverted Hammers, and various Doji formations, providing traders with reliable market turning signals.

## Core Algorithm Principle

### Intelligent Pattern Quantitative Analysis
The system uses quantum-level geometric relationship calculations to precisely measure candle body ratios, shadow lengths, and relative positions, achieving digital and standardized recognition of traditional candlestick patterns.

### Multi-Dimensional Pattern Verification
Employs multiple parameter threshold verification mechanisms to ensure each identified pattern meets strict technical definitions, avoiding misidentification due to subjective judgment.

## Practical Application Guide

### Chart Analysis Method

**📊 Key Reversal Pattern Identification**
Hammer Characteristics:
→ Long lower shadow, short or no body
→ Appears at bottom of downtrend
→ Lower shadow at least 2 times body length

Inverted Hammer Characteristics:
→ Long upper shadow, short body
→ Appears at bottom of downtrend
→ Upper shadow at least 2 times body length

Doji Family:
Standard Doji: Nearly equal upper/lower shadows, minimal body
Dragonfly Doji: Long lower shadow, almost no upper shadow
Gravestone Doji: Long upper shadow, almost no lower shadow

**🎯 Trading Signal Interpretation**
- **Hammer/Dragonfly Doji**: Potential bottom reversal signal, consider long opportunities
- **Inverted Hammer/Gravestone Doji**: Potential top reversal signal, consider short opportunities
- **Standard Doji**: Market indecision, may indicate trend reversal

### Trading Decision Process

**Reversal Trading Strategy**
1. Identify reversal patterns within clear trends
2. Wait for confirmation signals after pattern formation
3. Use pattern extremes as stop-loss references
4. Target previous swing highs/lows

**Confirmation Validation Method**
```pinescript
High-reliability pattern characteristics:
1. Pattern appears at key support/resistance levels
2. Confirmed with volume expansion
3. Multiple timeframe resonance signals
4. Subsequent candles confirm reversal momentum
Strategy Advantages
✅ Accurate pattern recognition algorithms avoid subjective misjudgment
✅ Real-time visual label prompts quickly locate key candles
✅ Complete pattern classification system covers major reversal signals
✅ Strict technical standard verification ensures signal quality