Phase 4: TP/SL Optimization Visual Dashboard

- Created /analytics/optimization page with comprehensive UI
- Displays MAE/MFE analysis with percentiles
- Shows current TP/SL performance with hit rate bars
- Visualizes optimal recommendations vs current levels
- Projects impact of optimization (win rate, profit factor, P&L improvement)
- Provides reasoning for each recommended level
- Added navigation link from main analytics page

Dashboard features:
- Overview stats: total trades, win rate, profit factor, money left on table
- MAE analysis: avg, median, 25th/75th percentile, worst
- MFE analysis: avg, median, 25th/75th percentile, best
- Current config: TP1/TP2/SL hit rates with progress bars
- Recommendations: optimal levels with color-coded cards
- Reasoning cards: explanation for each recommendation
- Projected impact: win rate change, profit factor change, profit improvement
- Direct link to Settings page to apply recommendations

Access at: http://localhost:3001/analytics/optimization

Phase 1-4 Complete! System now tracks MAE/MFE, captures market context,
analyzes performance, and provides data-driven TP/SL recommendations.

app/analytics/page.tsx

@@ -106,18 +106,27 @@ export default function AnalyticsPage() {
             </div>
             
             {/* Time Period Selector */}
-            <div className="flex items-center space-x-2">
-              <span className="text-sm text-gray-400">Period:</span>
-              <select
-                value={selectedDays}
-                onChange={(e) => setSelectedDays(Number(e.target.value))}
-                className="bg-gray-700 text-white rounded-lg px-4 py-2 border border-gray-600 focus:border-blue-500 focus:outline-none"
+            <div className="flex items-center space-x-4">
+              <a
+                href="/analytics/optimization"
+                className="px-4 py-2 bg-blue-600 hover:bg-blue-700 rounded-lg text-white font-semibold transition-colors"
               >
-                <option value={7}>7 days</option>
-                <option value={30}>30 days</option>
-                <option value={90}>90 days</option>
-                <option value={365}>1 year</option>
-              </select>
+                🎯 TP/SL Optimization
+              </a>
+              
+              <div className="flex items-center space-x-2">
+                <span className="text-sm text-gray-400">Period:</span>
+                <select
+                  value={selectedDays}
+                  onChange={(e) => setSelectedDays(Number(e.target.value))}
+                  className="bg-gray-700 text-white rounded-lg px-4 py-2 border border-gray-600 focus:border-blue-500 focus:outline-none"
+                >
+                  <option value={7}>7 days</option>
+                  <option value={30}>30 days</option>
+                  <option value={90}>90 days</option>
+                  <option value={365}>1 year</option>
+                </select>
+              </div>
             </div>
           </div>
         </div>