add

frontend/src/pages/History.tsx

@@ -2,7 +2,7 @@ import { useState, useMemo, useEffect, useCallback } from 'react';
 import { Link } from 'react-router-dom';
 import { Calendar, TrendingUp, TrendingDown, Minus, ChevronRight, BarChart3, Target, HelpCircle, Activity, Calculator, LineChart, PieChart, Shield, Filter, Loader2, AlertCircle } from 'lucide-react';
 import { sampleRecommendations, getBacktestResult as getStaticBacktestResult, calculateAccuracyMetrics as calculateStaticAccuracyMetrics, getDateStats as getStaticDateStats, getOverallStats as getStaticOverallStats, getReturnBreakdown as getStaticReturnBreakdown } from '../data/recommendations';
-import { DecisionBadge } from '../components/StockCard';
+import { DecisionBadge, HoldDaysBadge } from '../components/StockCard';
 import Sparkline from '../components/Sparkline';
 import AccuracyBadge from '../components/AccuracyBadge';
 import AccuracyExplainModal from '../components/AccuracyExplainModal';
@@ -1158,6 +1158,7 @@ export default function History() {
                     </div>
                     <div className="flex items-center gap-3">
                       <DecisionBadge decision={stock.decision} size="small" />
+                      <HoldDaysBadge holdDays={stock.hold_days} decision={stock.decision} />
                       {predictionCorrect !== null && (
                         <AccuracyBadge
                           correct={predictionCorrect}

frontend/src/pages/StockDetail.tsx

@@ -1,25 +1,46 @@
 import { useParams, Link } from 'react-router-dom';
-import { useMemo, useState, useEffect } from 'react';
+import { useMemo, useState, useEffect, useCallback } from 'react';
 import {
   ArrowLeft, Building2, TrendingUp, TrendingDown, Minus, AlertTriangle,
-  Calendar, Activity, LineChart, Database, MessageSquare, FileText, Layers,
+  Calendar, Activity, LineChart, Database, MessageSquare, Layers,
-  RefreshCw, Play, Loader2
+  RefreshCw, Play, Loader2, CheckCircle, XCircle, Target, BarChart3, Square
 } from 'lucide-react';
 import { NIFTY_50_STOCKS } from '../types';
-import { sampleRecommendations, getStockHistory, getExtendedPriceHistory, getPredictionPointsWithPrices, getRawAnalysis } from '../data/recommendations';
+import type { DailyRecommendation, StockAnalysis } from '../types';
-import { DecisionBadge, ConfidenceBadge, RiskBadge } from '../components/StockCard';
+import { sampleRecommendations, getStockHistory as getStaticStockHistory, getRawAnalysis } from '../data/recommendations';
+import { DecisionBadge, ConfidenceBadge, RiskBadge, HoldDaysBadge } from '../components/StockCard';
 import AIAnalysisPanel from '../components/AIAnalysisPanel';
 import StockPriceChart from '../components/StockPriceChart';
 import {
-  PipelineOverview,
+  PipelineFlowchart,
-  AgentReportCard,
   DebateViewer,
   RiskDebateViewer,
   DataSourcesPanel
 } from '../components/pipeline';
 import { api } from '../services/api';
 import { useSettings } from '../contexts/SettingsContext';
-import type { FullPipelineData, AgentType } from '../types/pipeline';
+import type { FullPipelineData, PipelineStep, PipelineStepStatus } from '../types/pipeline';
+
+// Type for real backtest data from API
+interface BacktestResult {
+  date: string;
+  decision: string;
+  return1d: number | null;
+  return1w: number | null;
+  predictionCorrect: boolean | null;
+  isLoading?: boolean;
+}
+
+// Type for prediction stats calculated from real data
+interface PredictionStats {
+  totalPredictions: number;
+  correctPredictions: number;
+  accuracy: number;
+  avgReturn: number;
+  buyAccuracy: number;
+  sellAccuracy: number;
+  holdAccuracy: number;
+}
 
 type TabType = 'overview' | 'pipeline' | 'debates' | 'data';
 
@@ -37,22 +58,229 @@ export default function StockDetail() {
   const [isAnalysisRunning, setIsAnalysisRunning] = useState(false);
   const [analysisStatus, setAnalysisStatus] = useState<string | null>(null);
   const [analysisProgress, setAnalysisProgress] = useState<string | null>(null);
+  const [analysisSteps, setAnalysisSteps] = useState<{ completed: number; total: number } | null>(null);
 
   const stock = NIFTY_50_STOCKS.find(s => s.symbol === symbol);
-  const latestRecommendation = sampleRecommendations[0];
-  const analysis = latestRecommendation?.analysis[symbol || ''];
-  const history = symbol ? getStockHistory(symbol) : [];
 
-  // Get price history and prediction points for the chart
+  // API-first loading for recommendation data
-  const priceHistory = useMemo(() => {
+  const [latestRecommendation, setLatestRecommendation] = useState<DailyRecommendation | null>(null);
-    return symbol ? getExtendedPriceHistory(symbol, 60) : [];
+  const [analysis, setAnalysis] = useState<StockAnalysis | undefined>(undefined);
+  const [history, setHistory] = useState<Array<{ date: string; decision: string; confidence?: string; risk?: string }>>([]);
+  // Fetch recommendation and stock history from API
+  useEffect(() => {
+    const fetchData = async () => {
+      try {
+        // Fetch latest recommendation from API
+        const rec = await api.getLatestRecommendation();
+        if (rec && rec.analysis && Object.keys(rec.analysis).length > 0) {
+          setLatestRecommendation(rec);
+          setAnalysis(rec.analysis[symbol || '']);
+        } else {
+          // Fallback to static data
+          const mockRec = sampleRecommendations[0];
+          setLatestRecommendation(mockRec);
+          setAnalysis(mockRec?.analysis[symbol || '']);
+        }
+      } catch {
+        // Fallback to static data
+        const mockRec = sampleRecommendations[0];
+        setLatestRecommendation(mockRec);
+        setAnalysis(mockRec?.analysis[symbol || '']);
+      }
+
+      try {
+        // Fetch stock history from API
+        const historyData = await api.getStockHistory(symbol || '');
+        if (historyData && historyData.history && historyData.history.length > 0) {
+          setHistory(historyData.history);
+        } else {
+          // Fallback to static data
+          setHistory(symbol ? getStaticStockHistory(symbol) : []);
+        }
+      } catch {
+        // Fallback to static data
+        setHistory(symbol ? getStaticStockHistory(symbol) : []);
+      }
+
+    };
+
+    fetchData();
   }, [symbol]);
 
+  // State for real backtest data from API
+  const [backtestResults, setBacktestResults] = useState<BacktestResult[]>([]);
+  const [isLoadingBacktest, setIsLoadingBacktest] = useState(false);
+
+  // Fetch real backtest data for all history entries
+  const fetchBacktestData = useCallback(async () => {
+    if (!symbol || history.length === 0) return;
+
+    setIsLoadingBacktest(true);
+
+    const results: BacktestResult[] = [];
+
+    for (const entry of history) {
+      try {
+        const backtest = await api.getBacktestResult(entry.date, symbol);
+
+        if (backtest.available) {
+          // Calculate prediction correctness based on 1-day return
+          // BUY is correct if return > 0, HOLD is correct if return > 0, SELL is correct if return < 0
+          let predictionCorrect: boolean | null = null;
+          if (backtest.actual_return_1d !== undefined && backtest.actual_return_1d !== null) {
+            if (entry.decision === 'BUY' || entry.decision === 'HOLD') {
+              // BUY and HOLD are correct if stock price went up
+              predictionCorrect = backtest.actual_return_1d > 0;
+            } else if (entry.decision === 'SELL') {
+              // SELL is correct if stock price went down
+              predictionCorrect = backtest.actual_return_1d < 0;
+            }
+          }
+
+          results.push({
+            date: entry.date,
+            decision: entry.decision,
+            return1d: backtest.actual_return_1d ?? null,
+            return1w: backtest.actual_return_1w ?? null,
+            predictionCorrect,
+          });
+        } else {
+          // No backtest data available for this date
+          results.push({
+            date: entry.date,
+            decision: entry.decision,
+            return1d: null,
+            return1w: null,
+            predictionCorrect: null,
+          });
+        }
+      } catch (err) {
+        console.error(`Failed to fetch backtest for ${entry.date}:`, err);
+        results.push({
+          date: entry.date,
+          decision: entry.decision,
+          return1d: null,
+          return1w: null,
+          predictionCorrect: null,
+        });
+      }
+    }
+
+    setBacktestResults(results);
+    setIsLoadingBacktest(false);
+  }, [symbol, history]);
+
+  // Fetch backtest data when symbol changes
+  useEffect(() => {
+    fetchBacktestData();
+  }, [fetchBacktestData]);
+
+  // Calculate prediction stats from real backtest data
+  const predictionStats = useMemo((): PredictionStats | null => {
+    if (backtestResults.length === 0) return null;
+
+    const resultsWithData = backtestResults.filter(r => r.return1d !== null);
+    if (resultsWithData.length === 0) return null;
+
+    let correct = 0;
+    let totalReturn = 0;
+    let buyTotal = 0, buyCorrect = 0;
+    let sellTotal = 0, sellCorrect = 0;
+    let holdTotal = 0, holdCorrect = 0;
+
+    for (const result of resultsWithData) {
+      if (result.return1d !== null) {
+        totalReturn += result.return1d;
+      }
+      if (result.predictionCorrect !== null) {
+        if (result.predictionCorrect) correct++;
+
+        if (result.decision === 'BUY') {
+          buyTotal++;
+          if (result.predictionCorrect) buyCorrect++;
+        } else if (result.decision === 'SELL') {
+          sellTotal++;
+          if (result.predictionCorrect) sellCorrect++;
+        } else {
+          holdTotal++;
+          if (result.predictionCorrect) holdCorrect++;
+        }
+      }
+    }
+
+    const totalWithResult = resultsWithData.filter(r => r.predictionCorrect !== null).length;
+
+    return {
+      totalPredictions: resultsWithData.length,
+      correctPredictions: correct,
+      accuracy: totalWithResult > 0 ? Math.round((correct / totalWithResult) * 100) : 0,
+      avgReturn: resultsWithData.length > 0 ? Math.round((totalReturn / resultsWithData.length) * 10) / 10 : 0,
+      buyAccuracy: buyTotal > 0 ? Math.round((buyCorrect / buyTotal) * 100) : 0,
+      sellAccuracy: sellTotal > 0 ? Math.round((sellCorrect / sellTotal) * 100) : 0,
+      holdAccuracy: holdTotal > 0 ? Math.round((holdCorrect / holdTotal) * 100) : 0,
+    };
+  }, [backtestResults]);
+
+  // Real price history from API
+  const [realPriceHistory, setRealPriceHistory] = useState<Array<{ date: string; price: number }>>([]);
+  const [isLoadingPrices, setIsLoadingPrices] = useState(false);
+
+  // Fetch real price history from yfinance via backend
+  useEffect(() => {
+    if (!symbol) return;
+
+    const fetchPrices = async () => {
+      setIsLoadingPrices(true);
+      try {
+        const data = await api.getStockPriceHistory(symbol, 90);
+        if (data.prices && data.prices.length > 0) {
+          setRealPriceHistory(data.prices);
+        }
+      } catch (err) {
+        console.error('Failed to fetch price history:', err);
+      } finally {
+        setIsLoadingPrices(false);
+      }
+    };
+
+    fetchPrices();
+  }, [symbol]);
+
+  // Build prediction points from real history data (API-sourced dates + decisions)
   const predictionPoints = useMemo(() => {
-    return symbol && priceHistory.length > 0
+    if (history.length === 0 || realPriceHistory.length === 0) return [];
-      ? getPredictionPointsWithPrices(symbol, priceHistory)
+
-      : [];
+    const priceDateMap = new Map(realPriceHistory.map(p => [p.date, p.price]));
-  }, [symbol, priceHistory]);
+    const MAX_DATE_TOLERANCE_MS = 4 * 24 * 60 * 60 * 1000; // 4 days max (handles weekends/holidays)
+
+    return history
+      .map(entry => {
+        // Find exact date match first
+        const price = priceDateMap.get(entry.date);
+        if (price !== undefined) {
+          return { date: entry.date, decision: entry.decision as 'BUY' | 'SELL' | 'HOLD', price };
+        }
+
+        // Find closest date within tolerance (skip if prediction date is outside price range)
+        const entryTime = new Date(entry.date).getTime();
+        let closestPoint: { date: string; price: number } | null = null;
+        let closestDiff = Infinity;
+        for (const p of realPriceHistory) {
+          const diff = Math.abs(new Date(p.date).getTime() - entryTime);
+          if (diff < closestDiff) {
+            closestDiff = diff;
+            closestPoint = p;
+          }
+        }
+
+        if (closestPoint && closestDiff <= MAX_DATE_TOLERANCE_MS) {
+          return { date: closestPoint.date, decision: entry.decision as 'BUY' | 'SELL' | 'HOLD', price: closestPoint.price };
+        }
+
+        return null; // Prediction date too far from any price data — skip
+      })
+      .filter((p): p is NonNullable<typeof p> => p !== null);
+  }, [history, realPriceHistory]);
 
   // Function to fetch pipeline data
   const fetchPipelineData = async (forceRefresh = false) => {
@@ -117,6 +345,31 @@ export default function StockDetail() {
     setAnalysisStatus('starting');
     setAnalysisProgress('Starting analysis...');
 
+    // Auto-switch to pipeline tab so user sees live progress
+    setActiveTab('pipeline');
+
+    // Step ordering for pipeline visualization
+    const STEP_ORDER = [
+      'market_analyst', 'social_media_analyst', 'news_analyst', 'fundamentals_analyst',
+      'bull_researcher', 'bear_researcher', 'research_manager', 'trader',
+      'aggressive_analyst', 'conservative_analyst', 'neutral_analyst', 'risk_manager',
+    ];
+
+    // Initialize pipeline data with all-pending steps
+    setPipelineData({
+      date: latestRecommendation.date,
+      symbol: symbol,
+      agent_reports: {},
+      debates: {},
+      pipeline_steps: STEP_ORDER.map((name, idx) => ({
+        step_number: idx + 1,
+        step_name: name,
+        status: 'pending' as PipelineStepStatus,
+      })),
+      data_sources: [],
+      status: 'in_progress',
+    });
+
     try {
       // Trigger analysis with settings from context
       await api.runAnalysis(symbol, latestRecommendation.date, {
@@ -128,28 +381,103 @@ export default function StockDetail() {
       });
       setAnalysisStatus('running');
 
+      // Track poll count for periodic full data refresh
+      let pollCount = 0;
+
       // Poll for status
       const pollInterval = setInterval(async () => {
         try {
           const status = await api.getAnalysisStatus(symbol);
           setAnalysisProgress(status.progress || 'Processing...');
 
+          // Update step counts for progress indicator
+          if (status.steps_completed !== undefined && status.steps_total !== undefined) {
+            setAnalysisSteps({ completed: status.steps_completed, total: status.steps_total });
+          }
+
+          // Build live pipeline data from status response
+          if (status.pipeline_steps) {
+            const livePipelineSteps: PipelineStep[] = STEP_ORDER.map((stepName, idx) => {
+              const stepData = status.pipeline_steps?.[stepName];
+              return {
+                step_number: idx + 1,
+                step_name: stepName,
+                status: (stepData?.status as PipelineStepStatus) || 'pending',
+                duration_ms: stepData?.duration_ms,
+              };
+            });
+
+            // Update pipeline data with live step statuses
+            setPipelineData(prev => ({
+              date: latestRecommendation?.date || prev?.date || '',
+              symbol: symbol || prev?.symbol || '',
+              agent_reports: prev?.agent_reports || {},
+              debates: prev?.debates || {},
+              pipeline_steps: livePipelineSteps,
+              data_sources: prev?.data_sources || [],
+              status: 'in_progress',
+            }));
+          }
+
+          // Every 5th poll (~10s), fetch full pipeline data for agent reports/debates
+          pollCount++;
+          if (pollCount % 5 === 0) {
+            try {
+              const fullData = await api.getPipelineData(latestRecommendation.date, symbol, true);
+              if (fullData && (fullData.agent_reports || fullData.debates)) {
+                setPipelineData(prev => ({
+                  ...prev!,
+                  agent_reports: fullData.agent_reports || prev?.agent_reports || {},
+                  debates: fullData.debates || prev?.debates || {},
+                  data_sources: fullData.data_sources || prev?.data_sources || [],
+                  // Keep live step statuses if available, otherwise use fetched
+                  pipeline_steps: prev?.pipeline_steps?.some(s => s.status === 'running')
+                    ? prev!.pipeline_steps
+                    : fullData.pipeline_steps || prev?.pipeline_steps || [],
+                }));
+              }
+            } catch { /* ignore full data refresh errors during analysis */ }
+          }
+
           if (status.status === 'completed') {
             clearInterval(pollInterval);
             setIsAnalysisRunning(false);
             setAnalysisStatus('completed');
-            setAnalysisProgress(`✓ Analysis complete: ${status.decision || 'Done'}`);
+            setAnalysisProgress(`Analysis complete: ${status.decision || 'Done'}`);
-            // Refresh data to show results
+            // Refresh recommendation and pipeline data to show final results
+            try {
+              const rec = await api.getLatestRecommendation();
+              if (rec && rec.analysis && Object.keys(rec.analysis).length > 0) {
+                setLatestRecommendation(rec);
+                setAnalysis(rec.analysis[symbol || '']);
+              }
+              const historyData = await api.getStockHistory(symbol || '');
+              if (historyData?.history?.length > 0) {
+                setHistory(historyData.history);
+              }
+            } catch { /* ignore refresh errors */ }
             await fetchPipelineData(true);
+            fetchBacktestData();
             setTimeout(() => {
               setAnalysisProgress(null);
               setAnalysisStatus(null);
+              setAnalysisSteps(null);
             }, 5000);
           } else if (status.status === 'error') {
             clearInterval(pollInterval);
             setIsAnalysisRunning(false);
             setAnalysisStatus('error');
-            setAnalysisProgress(`✗ Error: ${status.error}`);
+            setAnalysisProgress(`Error: ${status.error}`);
+          } else if (status.status === 'cancelled') {
+            clearInterval(pollInterval);
+            setIsAnalysisRunning(false);
+            setAnalysisStatus('cancelled');
+            setAnalysisProgress('Analysis cancelled');
+            setTimeout(() => {
+              setAnalysisProgress(null);
+              setAnalysisStatus(null);
+              setAnalysisSteps(null);
+            }, 3000);
           }
         } catch (err) {
           console.error('Failed to poll analysis status:', err);
@@ -173,6 +501,25 @@ export default function StockDetail() {
     }
   };
 
+  // Cancel Analysis handler
+  const handleCancelAnalysis = async () => {
+    if (!symbol) return;
+
+    try {
+      await api.cancelAnalysis(symbol);
+      setIsAnalysisRunning(false);
+      setAnalysisStatus('cancelled');
+      setAnalysisProgress('Analysis cancelled');
+      setTimeout(() => {
+        setAnalysisProgress(null);
+        setAnalysisStatus(null);
+        setAnalysisSteps(null);
+      }, 3000);
+    } catch (error) {
+      console.error('Failed to cancel analysis:', error);
+    }
+  };
+
   if (!stock) {
     return (
       <div className="min-h-[60vh] flex items-center justify-center">
@@ -257,23 +604,87 @@ export default function StockDetail() {
 
         {/* Analysis Details - Inline */}
         {analysis && (
-          <div className="p-3 flex items-center gap-4 bg-gray-50/50 dark:bg-slate-700/50">
+          <div className="p-2 sm:p-3 flex flex-wrap items-center gap-2 sm:gap-4 bg-gray-50/50 dark:bg-slate-700/50">
-            <div className="flex items-center gap-2">
+            <div className="flex items-center gap-1.5 sm:gap-2">
-              <span className="text-xs text-gray-500 dark:text-gray-400">Decision:</span>
+              <span className="text-[10px] sm:text-xs text-gray-500 dark:text-gray-400">Decision:</span>
               <DecisionBadge decision={analysis.decision} size="small" />
             </div>
-            <div className="flex items-center gap-2">
+            <div className="flex items-center gap-1.5 sm:gap-2">
-              <span className="text-xs text-gray-500 dark:text-gray-400">Confidence:</span>
+              <span className="text-[10px] sm:text-xs text-gray-500 dark:text-gray-400">Confidence:</span>
               <ConfidenceBadge confidence={analysis.confidence} />
             </div>
-            <div className="flex items-center gap-2">
+            <div className="flex items-center gap-1.5 sm:gap-2">
-              <span className="text-xs text-gray-500 dark:text-gray-400">Risk:</span>
+              <span className="text-[10px] sm:text-xs text-gray-500 dark:text-gray-400">Risk:</span>
               <RiskBadge risk={analysis.risk} />
             </div>
+            {analysis.hold_days && analysis.decision !== 'SELL' && (
+              <div className="flex items-center gap-1.5 sm:gap-2">
+                <span className="text-[10px] sm:text-xs text-gray-500 dark:text-gray-400">Hold:</span>
+                <HoldDaysBadge holdDays={analysis.hold_days} decision={analysis.decision} />
+              </div>
+            )}
           </div>
         )}
       </section>
 
+      {/* Action Buttons Row - Always visible */}
+      <div className="flex flex-wrap items-center gap-2">
+        {/* Run Analysis Button */}
+        <button
+          onClick={handleRunAnalysis}
+          disabled={isAnalysisRunning || isRefreshing || isLoadingPipeline}
+          className={`
+            flex items-center gap-2 px-3 py-2 rounded-lg text-sm font-medium transition-all
+            ${isAnalysisRunning
+              ? 'bg-amber-100 text-amber-700 dark:bg-amber-900/30 dark:text-amber-300'
+              : 'bg-nifty-600 text-white hover:bg-nifty-700 shadow-sm'
+            }
+            disabled:opacity-50 disabled:cursor-not-allowed
+          `}
+          title="Run AI analysis for this stock"
+        >
+          {isAnalysisRunning ? (
+            <Loader2 className="w-4 h-4 animate-spin" />
+          ) : (
+            <Play className="w-4 h-4" />
+          )}
+          {isAnalysisRunning ? 'Analyzing...' : 'Run Analysis'}
+        </button>
+
+        {/* Cancel Analysis Button - only shown when analysis is running */}
+        {isAnalysisRunning && (
+          <button
+            onClick={handleCancelAnalysis}
+            className="flex items-center gap-2 px-3 py-2 rounded-lg text-sm font-medium transition-all bg-red-100 text-red-700 dark:bg-red-900/30 dark:text-red-300 hover:bg-red-200 dark:hover:bg-red-900/50"
+            title="Cancel running analysis"
+          >
+            <Square className="w-3.5 h-3.5 fill-current" />
+            Cancel
+          </button>
+        )}
+
+        {/* Refresh Button */}
+        <button
+          onClick={handleRefresh}
+          disabled={isRefreshing || isLoadingPipeline || isAnalysisRunning}
+          className={`
+            flex items-center gap-2 px-3 py-2 rounded-lg text-sm font-medium transition-all
+            bg-gray-100 dark:bg-slate-700 text-gray-600 dark:text-gray-400 hover:bg-gray-200 dark:hover:bg-slate-600
+            disabled:opacity-50 disabled:cursor-not-allowed
+          `}
+          title="Refresh pipeline data"
+        >
+          <RefreshCw className={`w-4 h-4 ${isRefreshing ? 'animate-spin' : ''}`} />
+          {isRefreshing ? 'Refreshing...' : 'Refresh'}
+        </button>
+
+        {lastRefresh && (
+          <span className="text-xs text-gray-400 dark:text-gray-500 ml-auto">
+            Updated: {lastRefresh}
+          </span>
+        )}
+      </div>
+
       {/* Tab Navigation */}
       <div className="card p-1 flex gap-1 overflow-x-auto">
         {TABS.map(tab => {
@@ -284,7 +695,7 @@ export default function StockDetail() {
               key={tab.id}
               onClick={() => setActiveTab(tab.id)}
               className={`
-                flex items-center gap-2 px-4 py-2 rounded-lg text-sm font-medium transition-all whitespace-nowrap
+                flex items-center gap-2 px-3 sm:px-4 py-2 rounded-lg text-sm font-medium transition-all whitespace-nowrap
                 ${isActive
                   ? 'bg-nifty-600 text-white shadow-md'
                   : 'text-gray-600 dark:text-gray-400 hover:bg-gray-100 dark:hover:bg-slate-700'
@@ -292,71 +703,51 @@ export default function StockDetail() {
               `}
             >
               <Icon className="w-4 h-4" />
-              {tab.label}
+              <span className="hidden sm:inline">{tab.label}</span>
             </button>
           );
         })}
-
-        {/* Action Buttons - Show on non-overview tabs */}
-        {activeTab !== 'overview' && (
-          <div className="ml-auto flex items-center gap-2">
-            {lastRefresh && (
-              <span className="text-xs text-gray-400 dark:text-gray-500">
-                Updated: {lastRefresh}
-              </span>
-            )}
-
-            {/* Run Analysis Button */}
-            <button
-              onClick={handleRunAnalysis}
-              disabled={isAnalysisRunning || isRefreshing || isLoadingPipeline}
-              className={`
-                flex items-center gap-2 px-3 py-2 rounded-lg text-sm font-medium transition-all
-                ${isAnalysisRunning
-                  ? 'bg-amber-100 text-amber-700 dark:bg-amber-900/30 dark:text-amber-300'
-                  : 'bg-nifty-600 text-white hover:bg-nifty-700'
-                }
-                disabled:opacity-50 disabled:cursor-not-allowed
-              `}
-              title="Run AI analysis for this stock"
-            >
-              {isAnalysisRunning ? (
-                <Loader2 className="w-4 h-4 animate-spin" />
-              ) : (
-                <Play className="w-4 h-4" />
-              )}
-              {isAnalysisRunning ? 'Analyzing...' : 'Run Analysis'}
-            </button>
-
-            {/* Refresh Button */}
-            <button
-              onClick={handleRefresh}
-              disabled={isRefreshing || isLoadingPipeline || isAnalysisRunning}
-              className={`
-                flex items-center gap-2 px-3 py-2 rounded-lg text-sm font-medium transition-all
-                text-gray-600 dark:text-gray-400 hover:bg-gray-100 dark:hover:bg-slate-700
-                disabled:opacity-50 disabled:cursor-not-allowed
-              `}
-              title="Refresh pipeline data"
-            >
-              <RefreshCw className={`w-4 h-4 ${isRefreshing ? 'animate-spin' : ''}`} />
-              {isRefreshing ? 'Refreshing...' : 'Refresh'}
-            </button>
-          </div>
-        )}
       </div>
 
       {/* Analysis Progress Banner */}
       {analysisProgress && (
-        <div className={`p-3 rounded-lg text-sm font-medium flex items-center gap-2 ${
+        <div className={`rounded-lg overflow-hidden ${
           analysisStatus === 'completed'
-            ? 'bg-green-100 text-green-800 dark:bg-green-900/30 dark:text-green-300'
+            ? 'bg-green-100 dark:bg-green-900/30'
             : analysisStatus === 'error'
-            ? 'bg-red-100 text-red-800 dark:bg-red-900/30 dark:text-red-300'
+            ? 'bg-red-100 dark:bg-red-900/30'
-            : 'bg-blue-100 text-blue-800 dark:bg-blue-900/30 dark:text-blue-300'
+            : analysisStatus === 'cancelled'
+            ? 'bg-amber-100 dark:bg-amber-900/30'
+            : 'bg-blue-100 dark:bg-blue-900/30'
         }`}>
-          {isAnalysisRunning && <Loader2 className="w-4 h-4 animate-spin" />}
+          <div className={`p-3 text-sm font-medium flex items-center gap-2 ${
-          {analysisProgress}
+            analysisStatus === 'completed'
+              ? 'text-green-800 dark:text-green-300'
+              : analysisStatus === 'error'
+              ? 'text-red-800 dark:text-red-300'
+              : analysisStatus === 'cancelled'
+              ? 'text-amber-800 dark:text-amber-300'
+              : 'text-blue-800 dark:text-blue-300'
+          }`}>
+            {isAnalysisRunning && <Loader2 className="w-4 h-4 animate-spin flex-shrink-0" />}
+            <span className="flex-1">{analysisProgress}</span>
+            {analysisSteps && (
+              <span className="text-xs opacity-75 flex-shrink-0">
+                {analysisSteps.completed}/{analysisSteps.total}
+              </span>
+            )}
+          </div>
+          {/* Step progress bar */}
+          {analysisSteps && isAnalysisRunning && (
+            <div className="px-3 pb-2">
+              <div className="h-1.5 bg-blue-200/50 dark:bg-blue-800/30 rounded-full overflow-hidden">
+                <div
+                  className="h-full bg-blue-500 dark:bg-blue-400 rounded-full transition-all duration-700 ease-out"
+                  style={{ width: `${Math.round((analysisSteps.completed / analysisSteps.total) * 100)}%` }}
+                />
+              </div>
+            </div>
+          )}
         </div>
       )}
 
@@ -377,83 +768,240 @@ export default function StockDetail() {
       {activeTab === 'overview' && (
         <>
           {/* Price Chart with Predictions */}
-          {priceHistory.length > 0 && (
+          <section className="card overflow-hidden">
-            <section className="card overflow-hidden">
+            <div className="p-3 border-b border-gray-100 dark:border-slate-700 bg-gray-50/50 dark:bg-slate-800/50">
-              <div className="p-3 border-b border-gray-100 dark:border-slate-700 bg-gray-50/50 dark:bg-slate-800/50">
+              <div className="flex items-center gap-2">
-                <div className="flex items-center gap-2">
+                <LineChart className="w-4 h-4 text-nifty-600 dark:text-nifty-400" />
-                  <LineChart className="w-4 h-4 text-nifty-600 dark:text-nifty-400" />
+                <h2 className="font-semibold text-gray-900 dark:text-gray-100 text-sm">Price History & AI Predictions</h2>
-                  <h2 className="font-semibold text-gray-900 dark:text-gray-100 text-sm">Price History & AI Predictions</h2>
+                <span className="text-xs text-gray-400 dark:text-gray-500 ml-auto">
-                </div>
+                  {realPriceHistory.length > 0 ? `${realPriceHistory.length} trading days` : ''}
+                </span>
               </div>
-              <div className="p-4 bg-white dark:bg-slate-800">
+            </div>
+            <div className="p-4 bg-white dark:bg-slate-800">
+              {isLoadingPrices ? (
+                <div className="h-64 flex items-center justify-center text-gray-400 dark:text-gray-500">
+                  <Loader2 className="w-5 h-5 animate-spin mr-2" />
+                  Loading price data...
+                </div>
+              ) : realPriceHistory.length > 0 ? (
                 <StockPriceChart
-                  priceHistory={priceHistory}
+                  priceHistory={realPriceHistory}
                   predictions={predictionPoints}
                   symbol={symbol || ''}
                 />
-              </div>
+              ) : (
-            </section>
+                <div className="h-64 flex items-center justify-center text-gray-400 dark:text-gray-500">
-          )}
+                  No price data available
+                </div>
+              )}
+            </div>
+          </section>
 
           {/* AI Analysis Panel */}
-          {analysis && getRawAnalysis(symbol || '') && (
+          {analysis && (analysis.raw_analysis || getRawAnalysis(symbol || '')) && (
             <AIAnalysisPanel
-              analysis={getRawAnalysis(symbol || '') || ''}
+              analysis={analysis.raw_analysis || getRawAnalysis(symbol || '') || ''}
               decision={analysis.decision}
             />
           )}
 
-          {/* Compact Stats Grid */}
+          {/* Prediction Accuracy Stats */}
-          <div className="grid grid-cols-2 sm:grid-cols-4 gap-2">
+          {predictionStats && (
-            <div className="card p-2.5 text-center">
+            <section className="card overflow-hidden">
+              <div className="p-3 border-b border-gray-100 dark:border-slate-700 bg-gradient-to-r from-nifty-50 to-blue-50 dark:from-slate-800 dark:to-slate-700">
+                <div className="flex items-center gap-2">
+                  <Target className="w-4 h-4 text-nifty-600 dark:text-nifty-400" />
+                  <h2 className="font-semibold text-gray-900 dark:text-gray-100 text-sm">Prediction Accuracy</h2>
+                </div>
+              </div>
+              <div className="p-4">
+                {/* Main accuracy meter */}
+                <div className="flex items-center gap-4 mb-4">
+                  <div className="relative w-20 h-20 flex-shrink-0">
+                    <svg className="w-20 h-20 transform -rotate-90">
+                      <circle
+                        cx="40"
+                        cy="40"
+                        r="36"
+                        stroke="currentColor"
+                        strokeWidth="8"
+                        fill="transparent"
+                        className="text-gray-200 dark:text-slate-700"
+                      />
+                      <circle
+                        cx="40"
+                        cy="40"
+                        r="36"
+                        stroke="currentColor"
+                        strokeWidth="8"
+                        fill="transparent"
+                        strokeDasharray={`${(predictionStats.accuracy / 100) * 226} 226`}
+                        className={predictionStats.accuracy >= 70 ? 'text-green-500' : predictionStats.accuracy >= 50 ? 'text-amber-500' : 'text-red-500'}
+                        strokeLinecap="round"
+                      />
+                    </svg>
+                    <div className="absolute inset-0 flex items-center justify-center">
+                      <span className={`text-lg font-bold ${predictionStats.accuracy >= 70 ? 'text-green-600 dark:text-green-400' : predictionStats.accuracy >= 50 ? 'text-amber-600 dark:text-amber-400' : 'text-red-600 dark:text-red-400'}`}>
+                        {predictionStats.accuracy}%
+                      </span>
+                    </div>
+                  </div>
+                  <div className="flex-1">
+                    <div className="text-sm font-medium text-gray-700 dark:text-gray-300 mb-1">
+                      {predictionStats.correctPredictions} of {predictionStats.totalPredictions} predictions correct
+                    </div>
+                    <div className="text-xs text-gray-500 dark:text-gray-400">
+                      Avg. 1-day return: <span className={predictionStats.avgReturn >= 0 ? 'text-green-600 dark:text-green-400' : 'text-red-600 dark:text-red-400'}>
+                        {predictionStats.avgReturn >= 0 ? '+' : ''}{predictionStats.avgReturn}%
+                      </span>
+                    </div>
+                  </div>
+                </div>
+
+                {/* Accuracy by decision type */}
+                <div className="grid grid-cols-3 gap-2">
+                  <div className="bg-green-50 dark:bg-green-900/20 rounded-lg p-2 text-center">
+                    <div className="text-xs text-green-600 dark:text-green-400 font-medium mb-0.5">BUY</div>
+                    <div className="text-sm font-bold text-green-700 dark:text-green-300">{predictionStats.buyAccuracy}%</div>
+                  </div>
+                  <div className="bg-amber-50 dark:bg-amber-900/20 rounded-lg p-2 text-center">
+                    <div className="text-xs text-amber-600 dark:text-amber-400 font-medium mb-0.5">HOLD</div>
+                    <div className="text-sm font-bold text-amber-700 dark:text-amber-300">{predictionStats.holdAccuracy}%</div>
+                  </div>
+                  <div className="bg-red-50 dark:bg-red-900/20 rounded-lg p-2 text-center">
+                    <div className="text-xs text-red-600 dark:text-red-400 font-medium mb-0.5">SELL</div>
+                    <div className="text-sm font-bold text-red-700 dark:text-red-300">{predictionStats.sellAccuracy}%</div>
+                  </div>
+                </div>
+              </div>
+            </section>
+          )}
+
+          {/* Quick Stats Grid */}
+          <div className="grid grid-cols-4 gap-2">
+            <div className="card p-2.5 text-center bg-gradient-to-br from-gray-50 to-gray-100 dark:from-slate-800 dark:to-slate-700">
               <div className="text-lg font-bold text-gray-900 dark:text-gray-100">{history.length}</div>
-              <div className="text-[10px] text-gray-500 dark:text-gray-400">Analyses</div>
+              <div className="text-[10px] text-gray-500 dark:text-gray-400">Total</div>
             </div>
-            <div className="card p-2.5 text-center">
+            <div className="card p-2.5 text-center bg-gradient-to-br from-green-50 to-green-100/50 dark:from-green-900/20 dark:to-green-900/10">
               <div className="text-lg font-bold text-green-600 dark:text-green-400">
                 {history.filter((h: { decision: string }) => h.decision === 'BUY').length}
               </div>
-              <div className="text-[10px] text-gray-500 dark:text-gray-400">Buy</div>
+              <div className="text-[10px] text-green-600 dark:text-green-400">Buy</div>
             </div>
-            <div className="card p-2.5 text-center">
+            <div className="card p-2.5 text-center bg-gradient-to-br from-amber-50 to-amber-100/50 dark:from-amber-900/20 dark:to-amber-900/10">
               <div className="text-lg font-bold text-amber-600 dark:text-amber-400">
                 {history.filter((h: { decision: string }) => h.decision === 'HOLD').length}
               </div>
-              <div className="text-[10px] text-gray-500 dark:text-gray-400">Hold</div>
+              <div className="text-[10px] text-amber-600 dark:text-amber-400">Hold</div>
             </div>
-            <div className="card p-2.5 text-center">
+            <div className="card p-2.5 text-center bg-gradient-to-br from-red-50 to-red-100/50 dark:from-red-900/20 dark:to-red-900/10">
               <div className="text-lg font-bold text-red-600 dark:text-red-400">
                 {history.filter((h: { decision: string }) => h.decision === 'SELL').length}
               </div>
-              <div className="text-[10px] text-gray-500 dark:text-gray-400">Sell</div>
+              <div className="text-[10px] text-red-600 dark:text-red-400">Sell</div>
             </div>
           </div>
 
-          {/* Analysis History */}
+          {/* Recommendation History with Real Outcomes */}
-          <section className="card">
+          <section className="card overflow-hidden">
-            <div className="p-3 border-b border-gray-100 dark:border-slate-700 bg-gray-50/50 dark:bg-slate-700/50">
+            <div className="p-3 border-b border-gray-100 dark:border-slate-700 bg-gradient-to-r from-gray-50 to-slate-50 dark:from-slate-800 dark:to-slate-700">
-              <h2 className="font-semibold text-gray-900 dark:text-gray-100 text-sm">Recommendation History</h2>
+              <div className="flex items-center justify-between">
+                <div className="flex items-center gap-2">
+                  <BarChart3 className="w-4 h-4 text-nifty-600 dark:text-nifty-400" />
+                  <h2 className="font-semibold text-gray-900 dark:text-gray-100 text-sm">Recommendation History</h2>
+                  {isLoadingBacktest && (
+                    <Loader2 className="w-3 h-3 animate-spin text-nifty-500" />
+                  )}
+                </div>
+                <span className="text-[10px] text-gray-500 dark:text-gray-400 bg-gray-100 dark:bg-slate-600 px-2 py-0.5 rounded-full">
+                  Real 1-Day Returns
+                </span>
+              </div>
             </div>
 
-            {history.length > 0 ? (
+            {isLoadingBacktest ? (
-              <div className="divide-y divide-gray-50 dark:divide-slate-700 max-h-[250px] overflow-y-auto">
+              <div className="p-8 text-center">
-                {history.map((entry, idx) => (
+                <Loader2 className="w-8 h-8 text-nifty-500 animate-spin mx-auto mb-3" />
-                  <div key={idx} className="px-3 py-2 flex items-center justify-between">
+                <p className="text-sm text-gray-500 dark:text-gray-400">Fetching real market data...</p>
-                    <div className="text-xs text-gray-500 dark:text-gray-400">
+              </div>
-                      {new Date(entry.date).toLocaleDateString('en-IN', {
+            ) : backtestResults.length > 0 ? (
-                        weekday: 'short',
+              <div className="divide-y divide-gray-100 dark:divide-slate-700 max-h-[320px] overflow-y-auto">
-                        month: 'short',
+                {backtestResults.map((entry, idx) => (
-                        day: 'numeric',
+                  <div key={idx} className="px-3 py-2.5 flex items-center gap-3 hover:bg-gray-50 dark:hover:bg-slate-700/50 transition-colors">
-                      })}
+                    {/* Date */}
+                    <div className="w-16 flex-shrink-0">
+                      <div className="text-xs font-medium text-gray-700 dark:text-gray-300">
+                        {new Date(entry.date).toLocaleDateString('en-IN', {
+                          day: 'numeric',
+                          month: 'short',
+                        })}
+                      </div>
+                      <div className="text-[10px] text-gray-400 dark:text-gray-500">
+                        {new Date(entry.date).toLocaleDateString('en-IN', { weekday: 'short' })}
+                      </div>
                     </div>
-                    <DecisionBadge decision={entry.decision} size="small" />
+
+                    {/* Decision Badge + Hold Days */}
+                    <div className="flex items-center gap-1.5 flex-shrink-0">
+                      <DecisionBadge decision={entry.decision as 'BUY' | 'SELL' | 'HOLD'} size="small" />
+                      {entry.holdDays && entry.decision !== 'SELL' && (
+                        <span className="text-[10px] text-blue-600 dark:text-blue-400 font-medium">{entry.holdDays}d</span>
+                      )}
+                    </div>
+
+                    {/* Outcome - 1 Day Return */}
+                    {entry.return1d !== null ? (
+                      <>
+                        <div className="flex-1 flex items-center gap-2">
+                          <div className={`text-sm font-semibold ${
+                            entry.return1d >= 0
+                              ? 'text-green-600 dark:text-green-400'
+                              : 'text-red-600 dark:text-red-400'
+                          }`}>
+                            {entry.return1d >= 0 ? '+' : ''}{entry.return1d.toFixed(1)}%
+                          </div>
+                          <div className="text-[10px] text-gray-400 dark:text-gray-500">next day</div>
+                        </div>
+
+                        {/* Prediction Result Icon */}
+                        <div className="flex-shrink-0">
+                          {entry.predictionCorrect !== null ? (
+                            entry.predictionCorrect ? (
+                              <div className="flex items-center gap-1 px-2 py-0.5 bg-green-100 dark:bg-green-900/30 rounded-full">
+                                <CheckCircle className="w-3 h-3 text-green-600 dark:text-green-400" />
+                                <span className="text-[10px] font-medium text-green-700 dark:text-green-400">Correct</span>
+                              </div>
+                            ) : (
+                              <div className="flex items-center gap-1 px-2 py-0.5 bg-red-100 dark:bg-red-900/30 rounded-full">
+                                <XCircle className="w-3 h-3 text-red-600 dark:text-red-400" />
+                                <span className="text-[10px] font-medium text-red-700 dark:text-red-400">Wrong</span>
+                              </div>
+                            )
+                          ) : (
+                            <span className="text-[10px] text-gray-400">N/A</span>
+                          )}
+                        </div>
+                      </>
+                    ) : (
+                      <div className="flex-1 text-xs text-gray-400 dark:text-gray-500 italic">
+                        Awaiting market data...
+                      </div>
+                    )}
                   </div>
                 ))}
               </div>
+            ) : history.length > 0 ? (
+              <div className="p-8 text-center">
+                <AlertTriangle className="w-10 h-10 text-amber-400 mx-auto mb-3" />
+                <p className="text-sm text-gray-500 dark:text-gray-400">Unable to fetch real market data</p>
+                <p className="text-xs text-gray-400 dark:text-gray-500 mt-1">Check if backend service is running</p>
+              </div>
             ) : (
-              <div className="p-6 text-center">
+              <div className="p-8 text-center">
-                <Calendar className="w-8 h-8 text-gray-300 dark:text-gray-600 mx-auto mb-2" />
+                <Calendar className="w-10 h-10 text-gray-300 dark:text-gray-600 mx-auto mb-3" />
-                <p className="text-sm text-gray-500 dark:text-gray-400">No history yet</p>
+                <p className="text-sm text-gray-500 dark:text-gray-400">No recommendation history yet</p>
               </div>
             )}
           </section>
@@ -461,37 +1009,11 @@ export default function StockDetail() {
       )}
 
       {activeTab === 'pipeline' && (
-        <div className="space-y-4">
+        <PipelineFlowchart
-          {/* Pipeline Overview */}
+          pipelineData={pipelineData}
-          <section className="card p-4">
+          isAnalyzing={isAnalysisRunning}
-            <div className="flex items-center gap-2 mb-4">
+          isLoading={isLoadingPipeline}
-              <Layers className="w-5 h-5 text-nifty-600 dark:text-nifty-400" />
+        />
-              <h2 className="font-semibold text-gray-900 dark:text-gray-100">Analysis Pipeline</h2>
-            </div>
-            <PipelineOverview
-              steps={pipelineData?.pipeline_steps || []}
-              onStepClick={(step) => console.log('Step clicked:', step)}
-            />
-          </section>
-
-          {/* Agent Reports Grid */}
-          <section className="card p-4">
-            <div className="flex items-center gap-2 mb-4">
-              <FileText className="w-5 h-5 text-nifty-600 dark:text-nifty-400" />
-              <h2 className="font-semibold text-gray-900 dark:text-gray-100">Agent Reports</h2>
-            </div>
-            <div className="grid gap-4 md:grid-cols-2">
-              {(['market', 'news', 'social_media', 'fundamentals'] as AgentType[]).map(agentType => (
-                <AgentReportCard
-                  key={agentType}
-                  agentType={agentType}
-                  report={pipelineData?.agent_reports?.[agentType]}
-                  isLoading={isLoadingPipeline}
-                />
-              ))}
-            </div>
-          </section>
-        </div>
       )}
 
       {activeTab === 'debates' && (