feat: implement comprehensive Technical Analysis fundamentals

- Add TECHNICAL_ANALYSIS_BASICS.md with complete indicator explanations
- Add TA_QUICK_REFERENCE.md for quick lookup
- Enhance AI analysis prompts with TA principles integration
- Improve JSON response structure with dedicated analysis sections
- Add cross-layout consensus analysis for higher confidence signals
- Include timeframe-specific risk assessment and position sizing
- Add educational content for RSI, MACD, EMAs, Stochastic RSI, VWAP, OBV
- Implement layout-specific analysis (AI vs DIY layouts)
- Add momentum, trend, and volume analysis separation
- Update README with TA documentation references
- Create implementation summary and test files

TA_QUICK_REFERENCE.md

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+# Technical Analysis Quick Reference for AI Analysis
+
+This is a condensed reference guide for the AI analysis prompt to ensure accurate indicator interpretation.
+
+## RSI (Relative Strength Index)
+- **Overbought**: Above 70 (sell signal)
+- **Oversold**: Below 30 (buy signal)
+- **Neutral**: 30-70 range
+- **Critical**: Read visual line position, not just numerical value
+
+## MACD (Moving Average Convergence Divergence)
+- **Bullish Crossover**: MACD line crosses ABOVE signal line
+- **Bearish Crossover**: MACD line crosses BELOW signal line
+- **Histogram**: Green = bullish momentum, Red = bearish momentum
+- **Zero Line**: Above = bullish trend, Below = bearish trend
+
+## EMAs (Exponential Moving Averages)
+- **EMA 9**: Short-term trend (Yellow)
+- **EMA 20**: Medium-term trend (Orange)
+- **EMA 50**: Intermediate trend (Blue)
+- **EMA 200**: Long-term trend (Red)
+- **Bullish Stack**: 9 > 20 > 50 > 200
+- **Bearish Stack**: 9 < 20 < 50 < 200
+
+## Stochastic RSI
+- **Overbought**: Above 80
+- **Oversold**: Below 20
+- **Bullish Signal**: %K crosses above %D in oversold territory
+- **Bearish Signal**: %K crosses below %D in overbought territory
+
+## VWAP (Volume Weighted Average Price)
+- **Above VWAP**: Bullish sentiment
+- **Below VWAP**: Bearish sentiment
+- **Reclaim**: Price moves back above VWAP (bullish)
+- **Rejection**: Price fails at VWAP (bearish)
+
+## OBV (On-Balance Volume)
+- **Rising OBV**: Volume supporting upward price movement
+- **Falling OBV**: Volume supporting downward price movement
+- **Divergence**: OBV direction differs from price (warning signal)
+
+## Key Trading Signals
+
+### Entry Signals:
+- RSI oversold + MACD bullish crossover
+- Price above VWAP + OBV rising
+- EMA bounce in trending market
+- Stoch RSI oversold crossover
+
+### Exit Signals:
+- RSI overbought + MACD bearish crossover
+- Price rejected at VWAP
+- EMA break in trending market
+- Stoch RSI overbought crossover
+
+### Confirmation Requirements:
+- Multiple indicator alignment
+- Volume confirmation (OBV)
+- Trend alignment (EMAs)
+- Key level respect (VWAP, Supply/Demand zones)
+
+## Risk Management by Timeframe:
+- **1m-15m**: High risk, 10x+ leverage, tight stops
+- **1H-4H**: Medium risk, 3-5x leverage, moderate stops
+- **1D+**: Low risk, 1-2x leverage, wide stops