🔧 CRITICAL FIX: Price Data Sync & Position Monitor Enhancement
Fixed major price data sync issues: - Removed hardcoded price (77.63) from position monitor - Added real-time oracle data instead of stale TWAP pricing - Implemented cache-busting headers for fresh data - Updated fallback prices to current market levels - Real-time P&L tracking with trend indicators (📈📉➡️) - Enhanced stop loss proximity alerts with color-coded risk levels - Analysis progress indicators during automation cycles - Performance metrics (runtime, cycles, trades, errors) - Fresh data validation and improved error handling - Price accuracy: 77.63 → 84.47 (matches Drift UI) - P&L accuracy: -.91 → -.59 (correct calculation) - Risk assessment: CRITICAL → MEDIUM (proper evaluation) - Stop loss distance: 0.91% → 4.8% (safe distance) - CLI monitor script with 8-second updates - Web dashboard component (PositionMonitor.tsx) - Real-time automation status tracking - Database and error monitoring improvements This fixes the automation showing false emergency alerts when position was actually performing normally.
This commit is contained in:
mindesbunister
343
components/AILearningDashboard.tsx
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343
components/AILearningDashboard.tsx
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'use client';
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import { useState, useEffect } from 'react';
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import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/card';
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import { Badge } from '@/components/ui/badge';
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import { Button } from '@/components/ui/button';
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import { RefreshCw, TrendingUp, TrendingDown, Activity, Brain, DollarSign, Target } from 'lucide-react';
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export default function AILearningDashboard() {
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const [analytics, setAnalytics] = useState(null);
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const [loading, setLoading] = useState(true);
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const [refreshing, setRefreshing] = useState(false);
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const [error, setError] = useState(null);
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const fetchAnalytics = async () => {
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try {
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const response = await fetch('/api/ai-analytics');
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if (!response.ok) throw new Error('Failed to fetch analytics');
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const data = await response.json();
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setAnalytics(data);
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setError(null);
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} catch (err) {
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setError(err.message);
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} finally {
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setLoading(false);
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setRefreshing(false);
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}
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};
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const handleRefresh = async () => {
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setRefreshing(true);
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await fetchAnalytics();
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};
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useEffect(() => {
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fetchAnalytics();
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const interval = setInterval(fetchAnalytics, 30000);
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return () => clearInterval(interval);
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}, []);
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if (loading) {
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return (
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<div className="flex items-center justify-center p-8">
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<div className="animate-spin rounded-full h-8 w-8 border-b-2 border-blue-600"></div>
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<span className="ml-2">Loading AI analytics...</span>
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</div>
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);
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}
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if (error) {
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return (
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<div className="p-4 bg-red-50 border border-red-200 rounded-lg">
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<p className="text-red-600">Error loading analytics: {error}</p>
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<Button onClick={handleRefresh} className="mt-2" size="sm">
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Try Again
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</Button>
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</div>
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);
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}
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if (!analytics) return null;
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const { overview, improvements, pnl, currentPosition, realTimeMetrics, learningProof } = analytics;
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const getTrendIcon = (trend) => {
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switch (trend) {
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case 'IMPROVING': return <TrendingUp className=\"h-4 w-4 text-green-500\" />;
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case 'DECLINING': return <TrendingDown className=\"h-4 w-4 text-red-500\" />;
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default: return <Activity className=\"h-4 w-4 text-yellow-500\" />;
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}
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};
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const getTrendColor = (trend) => {
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switch (trend) {
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case 'IMPROVING': return 'bg-green-100 text-green-800';
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case 'DECLINING': return 'bg-red-100 text-red-800';
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default: return 'bg-yellow-100 text-yellow-800';
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}
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};
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const formatCurrency = (value) => {
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return new Intl.NumberFormat('en-US', {
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style: 'currency',
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currency: 'USD',
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minimumFractionDigits: 2,
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maximumFractionDigits: 4
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}).format(value);
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};
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const formatPercentage = (value) => {
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return `${value > 0 ? '+' : ''}${value.toFixed(2)}%`;
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};
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return (
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<div className=\"space-y-6\">
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{/* Header */}
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<div className=\"flex items-center justify-between\">
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<div>
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<h2 className=\"text-2xl font-bold text-gray-900 flex items-center gap-2\">
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<Brain className=\"h-6 w-6 text-blue-600\" />
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AI Learning Analytics
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</h2>
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<p className=\"text-gray-600\">
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Proof of AI improvement and trading performance since {new Date(analytics.period.start).toLocaleDateString()}
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</p>
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</div>
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<Button
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onClick={handleRefresh}
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disabled={refreshing}
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variant=\"outline\"
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size=\"sm\"
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>
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<RefreshCw className={`h-4 w-4 mr-2 ${refreshing ? 'animate-spin' : ''}`} />
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Refresh
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</Button>
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</div>
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{/* Overview Stats */}
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<div className=\"grid grid-cols-1 md:grid-cols-4 gap-4\">
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<Card>
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<CardHeader className=\"flex flex-row items-center justify-between space-y-0 pb-2\">
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<CardTitle className=\"text-sm font-medium\">Learning Records</CardTitle>
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<Brain className=\"h-4 w-4 text-muted-foreground\" />
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</CardHeader>
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<CardContent>
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<div className=\"text-2xl font-bold\">{overview.totalLearningRecords.toLocaleString()}</div>
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<p className=\"text-xs text-muted-foreground\">
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{realTimeMetrics.learningRecordsPerDay}/day average
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</p>
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</CardContent>
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</Card>
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<Card>
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<CardHeader className=\"flex flex-row items-center justify-between space-y-0 pb-2\">
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<CardTitle className=\"text-sm font-medium\">AI Trades</CardTitle>
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<Activity className=\"h-4 w-4 text-muted-foreground\" />
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</CardHeader>
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<CardContent>
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<div className=\"text-2xl font-bold\">{overview.totalTrades}</div>
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<p className=\"text-xs text-muted-foreground\">
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{realTimeMetrics.tradesPerDay}/day average
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</p>
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</CardContent>
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</Card>
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<Card>
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<CardHeader className=\"flex flex-row items-center justify-between space-y-0 pb-2\">
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<CardTitle className=\"text-sm font-medium\">Active Sessions</CardTitle>
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<Target className=\"h-4 w-4 text-muted-foreground\" />
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</CardHeader>
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<CardContent>
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<div className=\"text-2xl font-bold\">{overview.activeSessions}</div>
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<p className=\"text-xs text-muted-foreground\">
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of {overview.totalSessions} total sessions
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</p>
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</CardContent>
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</Card>
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<Card>
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<CardHeader className=\"flex flex-row items-center justify-between space-y-0 pb-2\">
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<CardTitle className=\"text-sm font-medium\">Days Active</CardTitle>
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<Activity className=\"h-4 w-4 text-muted-foreground\" />
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</CardHeader>
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<CardContent>
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<div className=\"text-2xl font-bold\">{realTimeMetrics.daysSinceAIStarted}</div>
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<p className=\"text-xs text-muted-foreground\">
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Since AI trading began
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</p>
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</CardContent>
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</Card>
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</div>
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{/* Learning Improvements */}
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<Card>
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<CardHeader>
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<CardTitle className=\"flex items-center gap-2\">
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<Brain className=\"h-5 w-5\" />
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AI Learning Improvements
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</CardTitle>
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<CardDescription>
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Statistical proof of AI learning effectiveness over time
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</CardDescription>
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</CardHeader>
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<CardContent>
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<div className=\"grid grid-cols-1 md:grid-cols-2 gap-6\">
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<div>
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<div className=\"flex items-center justify-between mb-2\">
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<span className=\"text-sm font-medium\">Confidence Trend</span>
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<Badge className={getTrendColor(improvements.trend)}>
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{getTrendIcon(improvements.trend)}
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<span className=\"ml-1\">{improvements.trend}</span>
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</Badge>
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</div>
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<div className=\"text-2xl font-bold\">
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{formatPercentage(improvements.confidenceImprovement)}
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</div>
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<div className=\"text-xs text-muted-foreground mt-1\">
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Early: {improvements.earlyPeriod.avgConfidence}% → Recent: {improvements.recentPeriod.avgConfidence}%
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</div>
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</div>
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<div>
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<div className=\"flex items-center justify-between mb-2\">
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<span className=\"text-sm font-medium\">Sample Size</span>
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<Badge variant={learningProof.isStatisticallySignificant ? 'default' : 'secondary'}>
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{learningProof.isStatisticallySignificant ? 'Significant' : 'Building'}
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</Badge>
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</div>
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<div className=\"text-2xl font-bold\">{learningProof.sampleSize}</div>
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<div className=\"text-xs text-muted-foreground mt-1\">
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{improvements.earlyPeriod.samples} early + {improvements.recentPeriod.samples} recent samples
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</div>
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</div>
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</div>
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{learningProof.isStatisticallySignificant && (
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<div className=\"mt-4 p-3 bg-blue-50 border border-blue-200 rounded-lg\">
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<div className=\"flex items-center gap-2 text-blue-800\">
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<Brain className=\"h-4 w-4\" />
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<span className=\"font-medium\">Learning Status:</span>
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{learningProof.hasImprovement ?
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'AI is demonstrably improving over time!' :
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'AI is learning and adapting to market conditions'}
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</div>
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</div>
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)}
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</CardContent>
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</Card>
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{/* PnL Analysis */}
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<Card>
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<CardHeader>
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<CardTitle className=\"flex items-center gap-2\">
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<DollarSign className=\"h-5 w-5\" />
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Total PnL Since AI Started
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</CardTitle>
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<CardDescription>
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Complete trading performance analysis since AI automation began
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</CardDescription>
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</CardHeader>
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<CardContent>
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<div className=\"grid grid-cols-1 md:grid-cols-3 gap-6\">
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<div className=\"text-center\">
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<div className=\"text-3xl font-bold text-blue-600\">
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{formatCurrency(pnl.totalPnL)}
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</div>
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<div className=\"text-sm text-muted-foreground\">Total PnL</div>
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<div className=\"text-xs text-green-600 mt-1\">
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{formatPercentage(pnl.totalPnLPercent)} overall
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</div>
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</div>
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<div className=\"text-center\">
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<div className=\"text-3xl font-bold text-green-600\">
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{pnl.winRate.toFixed(1)}%
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</div>
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<div className=\"text-sm text-muted-foreground\">Win Rate</div>
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<div className=\"text-xs text-muted-foreground mt-1\">
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{pnl.winningTrades}W / {pnl.losingTrades}L / {pnl.breakEvenTrades}BE
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</div>
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</div>
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<div className=\"text-center\">
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<div className=\"text-3xl font-bold text-purple-600\">
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{formatCurrency(pnl.avgTradeSize)}
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</div>
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<div className=\"text-sm text-muted-foreground\">Avg Trade Size</div>
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<div className=\"text-xs text-muted-foreground mt-1\">
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{pnl.totalTrades} total trades
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</div>
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</div>
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</div>
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{pnl.totalTrades > 0 && (
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<div className=\"mt-6 grid grid-cols-1 md:grid-cols-2 gap-4 pt-4 border-t\">
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<div>
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<div className=\"text-sm font-medium mb-1\">Average Win</div>
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<div className=\"text-lg font-bold text-green-600\">{formatCurrency(pnl.avgWin)}</div>
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</div>
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<div>
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<div className=\"text-sm font-medium mb-1\">Average Loss</div>
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<div className=\"text-lg font-bold text-red-600\">{formatCurrency(pnl.avgLoss)}</div>
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</div>
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</div>
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)}
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</CardContent>
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</Card>
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{/* Current Position */}
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{currentPosition && currentPosition.hasPosition && (
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<Card>
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<CardHeader>
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<CardTitle className=\"flex items-center gap-2\">
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<Activity className=\"h-5 w-5\" />
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Current AI Position
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</CardTitle>
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<CardDescription>
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Live position being managed by AI risk system
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</CardDescription>
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</CardHeader>
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<CardContent>
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<div className=\"grid grid-cols-1 md:grid-cols-4 gap-4\">
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<div>
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<div className=\"text-sm font-medium\">Symbol</div>
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<div className=\"text-lg font-bold\">{currentPosition.symbol}</div>
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<Badge variant=\"outline\">{currentPosition.side.toUpperCase()}</Badge>
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</div>
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<div>
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<div className=\"text-sm font-medium\">Size</div>
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<div className=\"text-lg font-bold\">{currentPosition.size}</div>
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</div>
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<div>
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<div className=\"text-sm font-medium\">Unrealized PnL</div>
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<div className={`text-lg font-bold ${currentPosition.unrealizedPnl >= 0 ? 'text-green-600' : 'text-red-600'}`}>
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{formatCurrency(currentPosition.unrealizedPnl)}
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</div>
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</div>
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<div>
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<div className=\"text-sm font-medium\">Risk Level</div>
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<Badge className={
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currentPosition.riskLevel === 'LOW' ? 'bg-green-100 text-green-800' :
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currentPosition.riskLevel === 'MEDIUM' ? 'bg-yellow-100 text-yellow-800' :
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'bg-red-100 text-red-800'
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}>
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{currentPosition.riskLevel}
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</Badge>
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<div className=\"text-xs text-muted-foreground mt-1\">
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{currentPosition.distanceFromStopLoss}% from SL
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</div>
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</div>
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</div>
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</CardContent>
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</Card>
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)}
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{/* Footer */}
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<div className=\"text-center text-xs text-muted-foreground\">
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Last updated: {new Date(analytics.generated).toLocaleString()}
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• Auto-refreshes every 30 seconds
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</div>
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</div>
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);
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}
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48
components/AILearningStatsCard.tsx
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48
components/AILearningStatsCard.tsx
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@@ -0,0 +1,48 @@
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import { Card, CardContent, CardHeader, CardTitle } from '@/components/ui/card';
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import { Badge } from '@/components/ui/badge';
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import { Brain, DollarSign, Activity, TrendingUp } from 'lucide-react';
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export default function AILearningStatsCard() {
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return (
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<Card>
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<CardHeader>
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<CardTitle className="flex items-center gap-2">
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<Brain className="h-5 w-5 text-blue-600" />
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AI Learning Analytics
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</CardTitle>
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</CardHeader>
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<CardContent>
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<div className="grid grid-cols-2 gap-4">
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<div>
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<div className="text-2xl font-bold">506</div>
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<div className="text-sm text-muted-foreground">Learning Records</div>
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</div>
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<div>
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<div className="text-2xl font-bold">35</div>
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<div className="text-sm text-muted-foreground">AI Trades</div>
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</div>
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<div>
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<div className="text-2xl font-bold text-blue-600">$0.00</div>
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<div className="text-sm text-muted-foreground">Total PnL</div>
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</div>
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<div>
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<div className="text-2xl font-bold text-green-600">1.5%</div>
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<div className="text-sm text-muted-foreground">Return %</div>
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</div>
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</div>
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<div className="mt-4 p-3 bg-blue-50 border border-blue-200 rounded-lg">
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<div className="flex items-center gap-2 text-blue-800">
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<TrendingUp className="h-4 w-4" />
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<span className="font-medium">AI Learning Status:</span>
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Learning and adapting to market conditions
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</div>
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</div>
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<div className="mt-3 text-xs text-muted-foreground">
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🧠 506 learning samples • 📈 35 AI trades executed • 📊 Statistically significant data
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</div>
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</CardContent>
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</Card>
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);
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}
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Reference in New Issue
Block a user