refactor: Update strategy guide with Monte Carlo and SunnyBands focus

src/pages/rules/strategy_guide_page.py

@@ -6,17 +6,21 @@ def strategy_guide_page():
     # Pre-Market Section
     with st.expander("1. Pre-Market Preparation (Night Before)", expanded=True):
         st.markdown("""
-        * Run SunnyBands Screener (Daily Timeframe)
+        * Run Screeners:
+            - SunnyBands Screener
+            - Heikin Ashi Screener
+        * Review Each Chart For:
+            - Volume patterns
+            - Trend direction
+            - SunnyBands indicator alignment
         * Add strong setups to watchlist
-        * Focus on:
-            - Stocks near key SunnyBands levels
-            - SMA crossovers
-            - RSI confirmation
-        * Mark key levels:
-            - Support
-            - Resistance
-            - Potential breakout zones
-        * Set price alerts
+        * For each watchlist stock:
+            - Use Monte Carlo Position Calculator
+            - Pre-calculate optimal position sizes
+            - Note potential entry zones
+        * Set price alerts for:
+            - Entry zones
+            - Key SunnyBands levels
         """)
     
     # Morning Trading Section
@@ -25,21 +29,26 @@ def strategy_guide_page():
         **Objective:** Capture early momentum plays
 
         **Best Setups:**
-        1. Gap and Go
-            - Stock gaps up with high volume
-            - Breaks pre-market high
-        2. Opening Range Breakout (ORB)
-            - 5-15 min consolidation
-            - Clean breakout
-        3. Pullback to Key Support
-            - Dips to major MA or VWAP
-            - Shows bounce potential
+        1. SunnyBands 15-Minute Setups
+            - Clear band crossovers
+            - Volume confirmation
+            - Trend alignment
+        2. Heikin Ashi Confirmation
+            - Strong candle patterns
+            - Matches SunnyBands direction
+        3. Volume-Based Entry
+            - Above average volume
+            - Clear direction
 
         **Rules:**
-        * Focus on 2x+ relative volume
-        * Tight stops (1-2% max)
-        * Partial exits at 3-5%
-        * Avoid chasing gaps
+        * Use Monte Carlo simulator for each entry:
+            - Calculate optimal stop loss
+            - Determine target price
+            - Set position size
+        * Set firm stop loss orders
+        * Place alerts at target prices
+        * When target alert hits:
+            - Switch to trailing stop loss
         """)
     
     # Midday Trading Section
@@ -48,43 +57,56 @@ def strategy_guide_page():
         **Objective:** Identify clear trends for swing trades
 
         **Best Setups:**
-        1. Trend Continuation
-            - Holding above VWAP/SMA50
-            - Shows consistent strength
-        2. Reversal Entry
-            - RSI/MACD divergence
-            - Near SunnyBands lower level
-        3. Breakout Retest
-            - Morning breakout
-            - Clean retest of level
+        1. SunnyBands Continuation
+            - Holding within bands
+            - Strong volume support
+        2. Band Reversal Entry
+            - Clear band crossover
+            - Volume confirmation
+        3. Momentum Continuation
+            - Strong Heikin Ashi signals
+            - Band support/resistance tests
 
         **Rules:**
-        * Confirm morning runners
-        * Wait for pattern confirmation
-        * Clear stop loss placement
-        * Focus on SunnyBands levels
+        * Recheck Monte Carlo projections
+        * Adjust stops based on new calculations
+        * Monitor volume for trend strength
+        * Keep trailing stops on winning positions
         """)
     
     # Execution Rules Section
     with st.expander("4. Trade Execution Rules"):
         st.markdown("""
-        * Risk Management:
-            - 1-2% account risk per trade
-            - No overleverage
-        * Order Types:
-            - Use limit orders for entries
-            - Set OCO orders for exits
+        * Pre-Entry:
+            - Run Monte Carlo simulation
+            - Calculate position size
+            - Determine stop loss and target
+        
+        * Entry Rules:
+            - Enter only at planned levels
+            - Use limit orders when possible
+            - Confirm volume and direction
+        
         * Position Management:
-            - Follow stop-loss plan
-            - Take partial profits at 5-10%
-            - Trail stops on runners
+            - Set hard stop loss immediately
+            - Place target price alerts
+            - Convert to trailing stop when target hits
+        
+        * Risk Management:
+            - Follow Monte Carlo stop loss levels
+            - Use calculated position sizes only
+            - No overriding system calculations
         """)
     
     # Review Section
     with st.expander("5. Post-Trading Review"):
         st.markdown("""
-        * Journal every trade
-        * Review performance
-        * Check scanner results
-        * Refine strategies
+        * Journal every trade with:
+            - Entry/exit points
+            - Monte Carlo projections vs actual
+            - SunnyBands signal accuracy
+        * Review screener effectiveness
+        * Analyze stop loss performance
+        * Check target price hit rates
+        * Evaluate trailing stop effectiveness
         """)