Enhance UI, add AI integration, improve logging and database stats

src/Predictalytics.Api/Endpoints/TraderEndpoints.cs

@@ -35,6 +35,12 @@ public static class TraderEndpoints
             return Results.Ok();
         });
 
+        group.MapPost("/{id:int}/ai-analysis", async (int id, bool manual, IAiStrategyAnalysisService aiSvc, CancellationToken ct) =>
+        {
+            var summary = await aiSvc.AnalyzeTraderStrategyAsync(id, manual, ct);
+            return Results.Ok(new { summary });
+        });
+
         group.MapPost("/", async (string platform, string wallet, IAnalyticsService svc, CancellationToken ct) =>
         {
             var id = await svc.AddTraderAsync(platform, wallet, ct);

src/Predictalytics.Api/wwwroot/index.html

@@ -188,7 +188,8 @@
                     <button class="btn-sm" id="btn-refresh-trader" style="padding:8px 16px; background:var(--bg-input)">Sync History</button>
                 </div>
                 <div class="detail-grid">
-                    <div class="card detail-sidebar">
+                    <div class="detail-sidebar">
+                        <div class="card">
                             <div class="stat-group">
                                 <div class="stat-label">Platform</div>
                                 <div class="stat-value" id="td-platform">—</div>
@@ -206,6 +207,16 @@
                                 <div class="stat-value" id="td-strategy">—</div>
                             </div>
                         </div>
+                        <div class="card" style="margin-top: 16px;">
+                            <div class="stat-group">
+                                <div class="stat-label" style="display:flex; justify-content:space-between; align-items:center;">
+                                    AI Analysis
+                                    <button class="btn-sm" id="btn-ai-analysis" style="padding:4px 8px; font-size:12px; background:var(--bg-input);">Run Analysis</button>
+                                </div>
+                                <div class="stat-value small" id="td-ai-summary" style="margin-top: 8px; font-weight:normal; line-height:1.4;">Not analyzed yet.</div>
+                            </div>
+                        </div>
+                    </div>
                     <div class="detail-main">
                         <div class="metrics-grid">
                             <div class="metric-card"><div class="metric-label">Win Rate</div><div class="metric-value" id="td-winrate">—</div></div>

src/Predictalytics.Api/wwwroot/js/app.js

@@ -149,7 +149,12 @@ async function api(endpoint) {
 // ─── Format Helpers ───
 const fmt = {
     usd: v => { if (v === null || v === undefined) return '$0'; const n = Number(v); return n >= 1000000 ? `$${(n/1000000).toFixed(1)}M` : n >= 1000 ? `$${(n/1000).toFixed(1)}K` : `$${n.toFixed(0)}`; },
-    pct: v => { if (v === null || v === undefined) return '0%'; return `${Number(v).toFixed(1)}%`; },
+    pct: v => { 
+        if (v === null || v === undefined) return '0%'; 
+        const n = Number(v); 
+        const color = n > 55 ? 'var(--pnl-positive)' : n < 45 ? 'var(--pnl-negative)' : 'var(--text)';
+        return `<span style="color:${color};font-weight:${n>55||n<45?'600':'normal'};">${n.toFixed(1)}%</span>`; 
+    },
     num: v => { if (v === null || v === undefined) return '0'; return Number(v).toLocaleString(); },
     time: v => { if (!v) return '—'; const d = new Date(v); const now = new Date(); const diff = (now - d) / 1000;
         if (diff < 60) return `${Math.floor(diff)}s ago`;
@@ -207,15 +212,15 @@ async function loadDashboard() {
     // Top Traders table
     const tbody = document.getElementById('topTradersBody');
     tbody.innerHTML = data.topTraders.map((t, i) => `
-        <tr onclick="viewTrader(${t.id})" style="cursor:pointer">
-            <td>${i + 1}</td>
-            <td><strong>${t.displayName}</strong></td>
-            <td>${t.platform}</td>
-            <td><strong>${Number(t.combinedScore).toFixed(1)}</strong></td>
-            <td>${fmt.pct(t.winRate)}</td>
-            <td>${fmt.pnl(t.totalPnl)}</td>
-            <td>${fmt.tier(t.tier)}</td>
-            <td>${fmt.num(t.totalTrades)}</td>
+        <tr>
+            <td onclick="viewTrader(${t.id})" style="cursor:pointer">${i + 1}</td>
+            <td><strong>${t.platform === 'Polymarket' ? `<a href="https://polymarket.com/profile/${t.platformUserId}" target="_blank" style="color:var(--text);text-decoration:underline;">${t.displayName}</a>` : t.displayName}</strong></td>
+            <td onclick="viewTrader(${t.id})" style="cursor:pointer">${t.platform}</td>
+            <td onclick="viewTrader(${t.id})" style="cursor:pointer"><strong>${Number(t.combinedScore).toFixed(1)}</strong></td>
+            <td onclick="viewTrader(${t.id})" style="cursor:pointer">${fmt.pct(t.winRate)}</td>
+            <td onclick="viewTrader(${t.id})" style="cursor:pointer">${fmt.pnl(t.totalPnl)}</td>
+            <td onclick="viewTrader(${t.id})" style="cursor:pointer">${fmt.tier(t.tier)}</td>
+            <td onclick="viewTrader(${t.id})" style="cursor:pointer">${fmt.num(t.totalTrades)}</td>
         </tr>
     `).join('');
 
@@ -282,7 +287,7 @@ async function loadTraders() {
     tbody.innerHTML = data.map((t, i) => `
         <tr>
             <td>${i + 1}</td>
-            <td><strong>${t.displayName}</strong></td>
+            <td><strong>${t.platform === 'Polymarket' ? `<a href="https://polymarket.com/profile/${t.platformUserId}" target="_blank" style="color:var(--text);text-decoration:underline;">${t.displayName}</a>` : t.displayName}</strong></td>
             <td>${t.platform}</td>
             <td><strong>${Number(t.combinedScore).toFixed(1)}</strong></td>
             <td>${fmt.pct(t.winRate)}</td>
@@ -350,10 +355,14 @@ async function viewTrader(id) {
     document.getElementById('td-pnl').innerHTML = fmt.pnl(t.totalPnl);
     document.getElementById('td-trades').textContent = fmt.num(t.totalTrades);
     document.getElementById('td-score').textContent = Number(t.combinedScore).toFixed(1);
+    document.getElementById('td-ai-summary').textContent = t.aiStrategySummary || 'Not analyzed yet.';
     
     const refreshBtn = document.getElementById('btn-refresh-trader');
     refreshBtn.onclick = () => manualUpdateTrader(id);
 
+    const aiBtn = document.getElementById('btn-ai-analysis');
+    aiBtn.onclick = () => triggerAiAnalysis(id, true);
+
     const tbody = document.getElementById('td-tradesBody');
     tbody.innerHTML = t.recentTrades.map(tr => `
         <tr>
@@ -428,3 +437,24 @@ setInterval(() => {
     const activePage = document.querySelector('.page.active');
     if (activePage?.id === 'page-dashboard') loadDashboard();
 }, 30000);
+
+async function triggerAiAnalysis(id, manual) {
+    const btn = document.getElementById('btn-ai-analysis');
+    const oldText = btn.textContent;
+    btn.textContent = 'Analyzing...';
+    btn.disabled = true;
+    try {
+        const res = await api(`/api/traders/${id}/ai-analysis?manual=${manual}`, { method: 'POST' });
+        if (res && res.summary) {
+            document.getElementById('td-ai-summary').textContent = res.summary;
+        } else {
+            alert('Analysis failed or returned empty.');
+        }
+    } catch (e) {
+        console.error(e);
+        alert('Analysis error: ' + e);
+    } finally {
+        btn.textContent = oldText;
+        btn.disabled = false;
+    }
+}

src/Predictalytics.Application.Tests/Services/AnalyticsServiceTests.cs

@@ -52,7 +52,7 @@ public class AnalyticsServiceTests
         var trader = new Trader { Id = 1, PlatformUserId = "0x1", DisplayName = "Trader 1" };
         db.Traders.Add(trader);
 
-        var market = new Market { Id = 10, PlatformMarketId = "pm1", Question = "Q?" };
+        var market = new Market { Id = 10, PlatformMarketId = 1L, Question = "Q?" };
         var outcome = new MarketOutcome { Id = 100, MarketId = 10, Label = "Yes", TokenId = "t100", CurrentPrice = 0.50m };
         market.Outcomes.Add(outcome);
         db.Markets.Add(market);

src/Predictalytics.Application.Tests/Services/PositionPnLEngineTests.cs

@@ -28,7 +28,7 @@ public class PositionPnLEngineTests
         var pnlEngine = new PositionPnLEngine(db, NullLogger<PositionPnLEngine>.Instance);
 
         var trader = new Trader { Id = 1, PlatformUserId = "0x1", DisplayName = "Trader 1" };
-        var market = new Market { Id = 10, PlatformMarketId = "pm1", Question = "Q?" };
+        var market = new Market { Id = 10, PlatformMarketId = 1L, Question = "Q?" };
         var outcome = new MarketOutcome { Id = 100, MarketId = 10, Label = "Yes", TokenId = "t100", CurrentPrice = 0.60m };
         market.Outcomes.Add(outcome);
 
@@ -69,7 +69,7 @@ public class PositionPnLEngineTests
         var pnlEngine = new PositionPnLEngine(db, NullLogger<PositionPnLEngine>.Instance);
 
         var trader = new Trader { Id = 1, PlatformUserId = "0x1", DisplayName = "Trader 1" };
-        var market = new Market { Id = 10, PlatformMarketId = "pm1", Question = "Q?" };
+        var market = new Market { Id = 10, PlatformMarketId = 1L, Question = "Q?" };
         var outcome = new MarketOutcome { Id = 100, MarketId = 10, Label = "Yes", TokenId = "t100", CurrentPrice = 0.60m };
         market.Outcomes.Add(outcome);
 
@@ -113,7 +113,7 @@ public class PositionPnLEngineTests
         var pnlEngine = new PositionPnLEngine(db, NullLogger<PositionPnLEngine>.Instance);
 
         var trader = new Trader { Id = 1, PlatformUserId = "0x1", DisplayName = "Trader 1" };
-        var market = new Market { Id = 10, PlatformMarketId = "pm1", Question = "Q?", IsResolved = true, ResolutionOutcome = "Yes" };
+        var market = new Market { Id = 10, PlatformMarketId = 1L, Question = "Q?", IsResolved = true, ResolutionOutcome = "Yes" };
         var outcome = new MarketOutcome { Id = 100, MarketId = 10, Label = "Yes", TokenId = "t100", CurrentPrice = 1.00m };
         market.Outcomes.Add(outcome);
 

src/Predictalytics.Application/DTOs/TraderDto.cs

@@ -42,5 +42,6 @@ public record TraderDetailDto(
     bool IsOnWatchlist,
     DateTime CreatedAt,
     DateTime? LastPolledAt,
+    string? AiStrategySummary,
     IReadOnlyList<TradeDto> RecentTrades
 );

src/Predictalytics.Application/Interfaces/IAiStrategyAnalysisService.cs

@@ -0,0 +1,9 @@
+using System.Threading;
+using System.Threading.Tasks;
+
+namespace Predictalytics.Application.Interfaces;
+
+public interface IAiStrategyAnalysisService
+{
+    Task<string> AnalyzeTraderStrategyAsync(int traderId, bool manual, CancellationToken ct = default);
+}

src/Predictalytics.Application/Interfaces/IOpenRouterApiClient.cs

@@ -0,0 +1,9 @@
+using System.Threading;
+using System.Threading.Tasks;
+
+namespace Predictalytics.Application.Interfaces;
+
+public interface IOpenRouterApiClient
+{
+    Task<string> GenerateChatCompletionAsync(string prompt, bool useManualModel = false, CancellationToken ct = default);
+}

src/Predictalytics.Application/Interfaces/IPlatformStatisticsService.cs

@@ -7,6 +7,7 @@ public interface IPlatformStatisticsService
     void TrackMarketSync(PlatformType platform, int count = 1);
     void TrackTraderDiscovery(PlatformType platform, int count = 1);
     void TrackTradeActivity(PlatformType platform, int count = 1);
+    void TrackDuplicateError(PlatformType platform, int count = 1);
     
     Dictionary<PlatformType, PlatformStats> GetAndResetStats();
 }
@@ -16,4 +17,5 @@ public class PlatformStats
     public int MarketsSynced { get; set; }
     public int TradersDiscovered { get; set; }
     public int TradesProcessed { get; set; }
+    public int DuplicateErrors { get; set; }
 }

src/Predictalytics.Application/Interfaces/IRateLimiter.cs

@@ -8,11 +8,11 @@ namespace Predictalytics.Application.Interfaces;
 public interface IRateLimiter
 {
     /// <summary>Wait until a request can be made to the given platform.</summary>
-    Task WaitAsync(PlatformType platform, CancellationToken ct = default);
+    Task WaitAsync(PlatformType platform, CancellationToken ct = default, string endpointGroup = "Default");
 
     /// <summary>Check if a request can be made immediately.</summary>
-    bool CanMakeRequest(PlatformType platform);
+    bool CanMakeRequest(PlatformType platform, string endpointGroup = "Default");
 
     /// <summary>Report that a 429 Too Many Requests was received.</summary>
-    void ReportRateLimitExceeded(PlatformType platform, TimeSpan? retryAfter = null);
+    void ReportRateLimitExceeded(PlatformType platform, TimeSpan? retryAfter = null, string endpointGroup = "Default");
 }

src/Predictalytics.Application/Services/AiStrategyAnalysisService.cs

@@ -0,0 +1,76 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading;
+using System.Threading.Tasks;
+using Microsoft.Extensions.Logging;
+using Predictalytics.Application.Interfaces;
+using Predictalytics.Domain.Entities;
+using Predictalytics.Domain.Interfaces;
+
+namespace Predictalytics.Application.Services;
+
+public class AiStrategyAnalysisService : IAiStrategyAnalysisService
+{
+    private readonly ITraderRepository _traderRepo;
+    private readonly ITradeRepository _tradeRepo;
+    private readonly IOpenRouterApiClient _openRouter;
+    private readonly ILogger<AiStrategyAnalysisService> _logger;
+
+    public AiStrategyAnalysisService(
+        ITraderRepository traderRepo,
+        ITradeRepository tradeRepo,
+        IOpenRouterApiClient openRouter,
+        ILogger<AiStrategyAnalysisService> logger)
+    {
+        _traderRepo = traderRepo;
+        _tradeRepo = tradeRepo;
+        _openRouter = openRouter;
+        _logger = logger;
+    }
+
+    public async Task<string> AnalyzeTraderStrategyAsync(int traderId, bool manual, CancellationToken ct = default)
+    {
+        var trader = await _traderRepo.GetByIdAsync(traderId, ct);
+        if (trader == null) return "Trader not found.";
+
+        var trades = await _tradeRepo.GetByTraderIdAsync(traderId, 0, 500, ct);
+        
+        var prompt = BuildTraderContext(trader, trades);
+        
+        _logger.LogInformation("Sending {Model} AI analysis request for trader {TraderName}", manual ? "Manual (Claude)" : "Auto (Gemini)", trader.DisplayName);
+        
+        var result = await _openRouter.GenerateChatCompletionAsync(prompt, manual, ct);
+        
+        trader.AiStrategySummary = result;
+        trader.AiStrategyUpdatedAt = DateTime.UtcNow;
+        
+        await _traderRepo.UpdateAsync(trader, ct);
+        
+        return result;
+    }
+
+    private string BuildTraderContext(Trader trader, IReadOnlyList<Trade> trades)
+    {
+        var sb = new StringBuilder();
+        sb.AppendLine($"Analyze the following prediction market trader.");
+        sb.AppendLine($"Name: {trader.DisplayName}");
+        sb.AppendLine($"Platform: {trader.Platform}");
+        sb.AppendLine($"Total PnL: ${trader.TotalPnl:F2}");
+        sb.AppendLine($"Win Rate: {trader.WinRate:F2}%");
+        sb.AppendLine($"Total Trades: {trader.TotalTrades}");
+        sb.AppendLine();
+        
+        sb.AppendLine("Recent Trades:");
+        foreach (var trade in trades.OrderByDescending(t => t.ExecutedAt).Take(50))
+        {
+            sb.AppendLine($"- {trade.ExecutedAt:yyyy-MM-dd}: {trade.Side} {trade.Size:F0} shares of '{trade.Outcome}' @ ${trade.Price:F2} (Total: ${trade.Amount:F2})");
+        }
+        
+        sb.AppendLine();
+        sb.AppendLine("Based on these stats and recent trades, provide a concise summary of their strategy (e.g. Value investor, Arbitrageur, News-driven, Degen). Highlight their main strengths and weaknesses. Keep it under 100 words.");
+        
+        return sb.ToString();
+    }
+}

src/Predictalytics.Application/Services/AnalyticsService.cs

@@ -191,6 +191,7 @@ public class AnalyticsService : IAnalyticsService
             trader.WinRate, trader.TotalPnl, trader.TotalTrades,
             s?.ActivityScore ?? 0, s?.QualityScore ?? 0, s?.VolumeScore ?? 0, s?.TimingScore ?? 0,
             s?.CombinedScore ?? 0, s?.CopytradingScore ?? 0, s?.Rank ?? 0, wl != null, trader.CreatedAt, trader.LastPolledAt,
+            trader.AiStrategySummary,
             trades.Select(MapTradeDto).ToList());
     }
 
@@ -204,14 +205,14 @@ public class AnalyticsService : IAnalyticsService
         if (recentTrades.Count == 0)
         {
             // Fallback: trades ingested before DbMarketId backfill
-            recentTrades = await _tradeRepo.GetByMarketIdAsync(market.PlatformMarketId, 0, 50, ct);
+            recentTrades = await _tradeRepo.GetByMarketIdAsync(market.ConditionId, 0, 50, ct);
         }
 
         return new MarketDetailDto
         {
             Id = market.Id,
             Platform = market.Platform.ToString(),
-            PlatformMarketId = market.PlatformMarketId,
+            PlatformMarketId = market.ConditionId,
             Question = market.Question,
             Description = market.Description,
             Category = market.Category,

src/Predictalytics.Application/Services/PlatformStatisticsService.cs

@@ -26,6 +26,12 @@ public class PlatformStatisticsService : IPlatformStatisticsService
         lock (stats) stats.TradesProcessed += count;
     }
 
+    public void TrackDuplicateError(PlatformType platform, int count = 1)
+    {
+        var stats = _stats.GetOrAdd(platform, _ => new PlatformStats());
+        lock (stats) stats.DuplicateErrors += count;
+    }
+
     public Dictionary<PlatformType, PlatformStats> GetAndResetStats()
     {
         var result = new Dictionary<PlatformType, PlatformStats>();

src/Predictalytics.Application/Services/RateLimiterService.cs

@@ -9,30 +9,35 @@ namespace Predictalytics.Application.Services;
 /// </summary>
 public class RateLimiterService : IRateLimiter
 {
-    private readonly ConcurrentDictionary<PlatformType, SemaphoreSlim> _semaphores = new();
-    private readonly ConcurrentDictionary<PlatformType, DateTime> _lastRequest = new();
-    private readonly ConcurrentDictionary<PlatformType, DateTime> _blockedUntil = new();
+    private readonly ConcurrentDictionary<string, SemaphoreSlim> _semaphores = new();
+    private readonly ConcurrentDictionary<string, DateTime> _lastRequest = new();
+    private readonly ConcurrentDictionary<string, DateTime> _blockedUntil = new();
 
-    // Minimum delay between requests per platform (milliseconds)
-    private static readonly Dictionary<PlatformType, int> PlatformDelays = new()
+    private static readonly Dictionary<string, int> Delays = new()
     {
-        { PlatformType.Polymarket, 200 },
-        { PlatformType.Limitless, 500 },
-        { PlatformType.Azuro, 1000 },
-        { PlatformType.Myriad, 1000 },
-        { PlatformType.PredictFun, 1000 },
-        { PlatformType.Kalshi, 500 },
-        { PlatformType.Stake, 1000 }
+        { "Polymarket-Gamma", 35 },     // ~28 req/s (Gamma /markets limit is 30/s)
+        { "Polymarket-Data", 55 },      // ~18 req/s (Data /trades limit is 20/s)
+        { "Polymarket-Clob", 15 },      // ~66 req/s (Clob /prices limit is 100/s)
+        { "Polymarket-Default", 0 },    // Bypass worker-level limiting for Polymarket, handled in ApiClient
+        
+        { "Limitless-Default", 500 },
+        { "Azuro-Default", 1000 },
+        { "Myriad-Default", 1000 },
+        { "PredictFun-Default", 1000 },
+        { "Kalshi-Default", 500 },
+        { "Stake-Default", 1000 }
     };
 
-    public async Task WaitAsync(PlatformType platform, CancellationToken ct = default)
+    public async Task WaitAsync(PlatformType platform, CancellationToken ct = default, string endpointGroup = "Default")
     {
-        var sem = _semaphores.GetOrAdd(platform, _ => new SemaphoreSlim(1, 1));
+        var key = $"{platform}-{endpointGroup}";
+        if (!Delays.ContainsKey(key)) key = $"{platform}-Default";
+
+        var sem = _semaphores.GetOrAdd(key, _ => new SemaphoreSlim(1, 1));
         await sem.WaitAsync(ct);
         try
         {
-            // 1. Check if we are currently blocked due to a 429
-            if (_blockedUntil.TryGetValue(platform, out var blockedUntil))
+            if (_blockedUntil.TryGetValue(key, out var blockedUntil))
             {
                 var waitTime = blockedUntil - DateTime.UtcNow;
                 if (waitTime > TimeSpan.Zero)
@@ -41,32 +46,37 @@ public class RateLimiterService : IRateLimiter
                 }
             }
 
-            // 2. Normal token bucket delay
-            if (_lastRequest.TryGetValue(platform, out var last))
+            if (_lastRequest.TryGetValue(key, out var last))
             {
-                var delayMs = PlatformDelays.GetValueOrDefault(platform, 1000);
+                var delayMs = Delays.GetValueOrDefault(key, 1000);
                 var elapsed = (DateTime.UtcNow - last).TotalMilliseconds;
                 if (elapsed < delayMs)
                     await Task.Delay((int)(delayMs - elapsed), ct);
             }
-            _lastRequest[platform] = DateTime.UtcNow;
+            _lastRequest[key] = DateTime.UtcNow;
         }
         finally { sem.Release(); }
     }
 
-    public bool CanMakeRequest(PlatformType platform)
+    public bool CanMakeRequest(PlatformType platform, string endpointGroup = "Default")
     {
-        if (_blockedUntil.TryGetValue(platform, out var blockedUntil) && blockedUntil > DateTime.UtcNow)
+        var key = $"{platform}-{endpointGroup}";
+        if (!Delays.ContainsKey(key)) key = $"{platform}-Default";
+
+        if (_blockedUntil.TryGetValue(key, out var blockedUntil) && blockedUntil > DateTime.UtcNow)
             return false;
 
-        if (!_lastRequest.TryGetValue(platform, out var last)) return true;
-        var delayMs = PlatformDelays.GetValueOrDefault(platform, 1000);
+        if (!_lastRequest.TryGetValue(key, out var last)) return true;
+        var delayMs = Delays.GetValueOrDefault(key, 1000);
         return (DateTime.UtcNow - last).TotalMilliseconds >= delayMs;
     }
 
-    public void ReportRateLimitExceeded(PlatformType platform, TimeSpan? retryAfter = null)
+    public void ReportRateLimitExceeded(PlatformType platform, TimeSpan? retryAfter = null, string endpointGroup = "Default")
     {
+        var key = $"{platform}-{endpointGroup}";
+        if (!Delays.ContainsKey(key)) key = $"{platform}-Default";
+
         var penalty = retryAfter ?? TimeSpan.FromSeconds(30);
-        _blockedUntil[platform] = DateTime.UtcNow.Add(penalty);
+        _blockedUntil[key] = DateTime.UtcNow.Add(penalty);
     }
 }

src/Predictalytics.Domain/Entities/Event.cs

@@ -0,0 +1,56 @@
+using Predictalytics.Domain.Enums;
+
+namespace Predictalytics.Domain.Entities;
+
+/// <summary>
+/// Represents a prediction market event, which can contain multiple Markets (Questions).
+/// </summary>
+public class Event
+{
+    public int Id { get; set; }
+
+    /// <summary>Platform this event belongs to.</summary>
+    public PlatformType Platform { get; set; }
+
+    /// <summary>Platform-specific numeric identifier for the event.</summary>
+    public long PlatformEventId { get; set; }
+
+    /// <summary>URL-friendly slug for the event.</summary>
+    public string Slug { get; set; } = string.Empty;
+
+    /// <summary>Event title.</summary>
+    public string Title { get; set; } = string.Empty;
+
+    /// <summary>Detailed event description.</summary>
+    public string? Description { get; set; }
+
+    /// <summary>Event image URL.</summary>
+    public string? ImageUrl { get; set; }
+
+    /// <summary>The time when the event starts.</summary>
+    public DateTime? StartDate { get; set; }
+
+    /// <summary>The time when the event ends.</summary>
+    public DateTime? EndDate { get; set; }
+
+    /// <summary>Comma-separated tags (categories) associated with the event.</summary>
+    public string Tags { get; set; } = string.Empty;
+
+    /// <summary>Whether the event is currently active.</summary>
+    public bool IsActive { get; set; }
+
+    /// <summary>Whether the event is closed.</summary>
+    public bool IsClosed { get; set; }
+
+    /// <summary>When this event was created on the platform.</summary>
+    public DateTime CreatedAt { get; set; }
+
+    /// <summary>When this record was first saved to our database.</summary>
+    public DateTime DbCreatedAt { get; set; } = DateTime.UtcNow;
+
+    /// <summary>Last time event data was refreshed.</summary>
+    public DateTime? LastUpdatedAt { get; set; }
+
+    // Navigation
+    public ICollection<Market> Markets { get; set; } = new List<Market>();
+}

src/Predictalytics.Domain/Entities/Market.cs

@@ -12,15 +12,22 @@ public class Market
     /// <summary>Platform this market belongs to.</summary>
     public PlatformType Platform { get; set; }
 
-    /// <summary>Platform-specific market identifier (conditionId on Polymarket).</summary>
-    public string PlatformMarketId { get; set; } = string.Empty;
+    /// <summary>The Event this market belongs to.</summary>
+    public int EventId { get; set; }
+    public virtual Event Event { get; set; }
+
+    /// <summary>Platform-specific numeric market identifier.</summary>
+    public long PlatformMarketId { get; set; }
+
+    /// <summary>Platform-specific blockchain market identifier (conditionId on Polymarket).</summary>
+    public string ConditionId { get; set; } = string.Empty;
+
+    /// <summary>Smart contract question ID.</summary>
+    public string QuestionId { get; set; } = string.Empty;
 
     /// <summary>URL-friendly slug for the market.</summary>
     public string MarketSlug { get; set; } = string.Empty;
 
-    /// <summary>URL-friendly slug for the parent event.</summary>
-    public string EventSlug { get; set; } = string.Empty;
-
     /// <summary>Detailed market description / resolution criteria.</summary>
     public string? Description { get; set; }
 
@@ -36,6 +43,9 @@ public class Market
     /// <summary>Current total volume traded.</summary>
     public decimal Volume { get; set; }
 
+    /// <summary>Current 24h volume.</summary>
+    public decimal Volume24h { get; set; }
+
     /// <summary>Current liquidity.</summary>
     public decimal Liquidity { get; set; }
 

src/Predictalytics.Domain/Entities/Trade.cs

@@ -66,6 +66,19 @@ public class Trade
     /// <summary>Transaction hash (for blockchain-based platforms).</summary>
     public string? TransactionHash { get; set; }
 
+    // ── Context Enrichment (AI Strategy Detection) ───────────
+    
+    /// <summary>Market price 1 minute before trade execution.</summary>
+    [Column(TypeName = "decimal(18,4)")]
+    public decimal? PreTradePrice1m { get; set; }
+    
+    /// <summary>Market price 1 minute after trade execution.</summary>
+    [Column(TypeName = "decimal(18,4)")]
+    public decimal? PostTradePrice1m { get; set; }
+    
+    /// <summary>Indicates if high-res price context was fetched.</summary>
+    public bool IsContextEnriched { get; set; }
+
     // ── Transient (not persisted) ──────────────────────────────────────────
 
     /// <summary>

src/Predictalytics.Domain/Entities/Trader.cs

@@ -58,6 +58,12 @@ public class Trader
     /// <summary>Win rate as a percentage (0-100).</summary>
     public decimal WinRate { get; set; }
 
+    /// <summary>AI-generated strategy summary based on trade history.</summary>
+    public string? AiStrategySummary { get; set; }
+
+    /// <summary>When the AI strategy summary was last updated.</summary>
+    public DateTime? AiStrategyUpdatedAt { get; set; }
+
     /// <summary>Total number of trades tracked.</summary>
     public int TotalTrades { get; set; }
 

src/Predictalytics.Domain/Interfaces/IMarketRepository.cs

@@ -10,6 +10,7 @@ public interface IMarketRepository
     Task<IReadOnlyList<MarketOutcome>> GetOutcomesByTokenIdsAsync(IEnumerable<string> tokenIds, CancellationToken ct = default);
     Task AddOrUpdateAsync(Market market, CancellationToken ct = default);
     Task AddOrUpdateRangeAsync(IEnumerable<Market> markets, CancellationToken ct = default);
+    Task AddOrUpdateEventsAsync(IEnumerable<Event> events, CancellationToken ct = default);
     Task<IReadOnlyList<Market>> GetActiveAsync(int count = 50, CancellationToken ct = default);
     Task<int> GetCountAsync(CancellationToken ct = default);
     Task<IReadOnlyList<Market>> GetMarketsDueForTradeUpdateAsync(int cooldownHours, int limit, CancellationToken ct = default);

src/Predictalytics.Domain/Interfaces/IPlatformProvider.cs

@@ -30,8 +30,8 @@ public interface IPlatformProvider
     /// <summary>Fetch market metadata by platform-specific market ID.</summary>
     Task<Market?> GetMarketAsync(string platformMarketId, CancellationToken ct = default);
 
-    /// <summary>Fetch a batch of markets with their outcomes for bulk sync.</summary>
-    Task<IReadOnlyList<Market>> GetMarketsAsync(int limit = 100, string? cursor = null, bool includeClosed = false, CancellationToken ct = default);
+    /// <summary>Fetch a batch of events with their markets and outcomes for bulk sync.</summary>
+    Task<IReadOnlyList<Event>> GetEventsAsync(int limit = 100, string? cursor = null, bool includeClosed = false, CancellationToken ct = default);
 
     /// <summary>Fetch top holders for a market to discover new traders.</summary>
     Task<IReadOnlyList<DiscoveredTrader>> GetTopHoldersAsync(string platformMarketId, int limit = 20, CancellationToken ct = default);

src/Predictalytics.Domain/Interfaces/ITradeRepository.cs

@@ -19,4 +19,5 @@ public interface ITradeRepository
     Task<IReadOnlyList<Trade>> GetOrphanedTradesAsync(int limit, CancellationToken ct = default);
     Task<HashSet<string>> GetKnownPlatformTradeIdsAsync(PlatformType platform, int traderId, IEnumerable<string> platformTradeIds, CancellationToken ct = default);
     Task UpdateAsync(Trade trade, CancellationToken ct = default);
+    Task<IReadOnlyList<Trade>> GetTradesForContextEnrichmentAsync(int limit, CancellationToken ct = default);
 }

src/Predictalytics.Domain/Interfaces/ITraderRepository.cs

@@ -22,5 +22,8 @@ public interface ITraderRepository
     /// <summary>Get traders that haven't been polled in a long time or have a prolonged API error for cleanup.</summary>
     Task<IReadOnlyList<Trader>> GetTradersForCleanupAsync(DateTime inactiveSince, DateTime errorSince, int take = 50, CancellationToken ct = default);
 
+    /// <summary>Get traders ordered by LastPolledAt to ensure round-robin polling of all traders.</summary>
+    Task<IReadOnlyList<Trader>> GetTradersForPollingAsync(int take, CancellationToken ct = default);
+
     Task<IReadOnlyList<Trader>> SearchAsync(string query, int take = 20, CancellationToken ct = default);
 }

src/Predictalytics.Domain/ValueObjects/PriorityScore.cs

@@ -1,4 +1,4 @@
-using Predictalytics.Domain.Enums;
+using Predictalytics.Domain.Enums;
 
 namespace Predictalytics.Domain.ValueObjects;
 
@@ -23,14 +23,15 @@ public record PriorityScore(
 
     /// <summary>
     /// Determine tier based on effective score.
+    /// To reach Diamond, the score must be exceptionally high (top 1%).
     /// </summary>
     public TraderTier DetermineTier() => EffectiveScore switch
     {
-        >= 90 => TraderTier.Diamond,
-        >= 75 => TraderTier.Platinum,
-        >= 60 => TraderTier.Gold,
-        >= 40 => TraderTier.Silver,
-        >= 20 => TraderTier.Bronze,
+        >= 95 => TraderTier.Diamond,
+        >= 85 => TraderTier.Platinum,
+        >= 70 => TraderTier.Gold,
+        >= 50 => TraderTier.Silver,
+        >= 30 => TraderTier.Bronze,
         _ => TraderTier.Unknown
     };
 }

src/Predictalytics.Infrastructure/Data/AppDbContext.cs

@@ -7,6 +7,7 @@ public class AppDbContext : DbContext
 {
     public DbSet<Trader> Traders => Set<Trader>();
     public DbSet<Trade> Trades => Set<Trade>();
+    public DbSet<Event> Events => Set<Event>();
     public DbSet<Market> Markets => Set<Market>();
     public DbSet<MarketOutcome> MarketOutcomes => Set<MarketOutcome>();
     public DbSet<TraderScore> TraderScores => Set<TraderScore>();
@@ -66,19 +67,34 @@ public class AppDbContext : DbContext
                 .OnDelete(DeleteBehavior.SetNull);
         });
 
+        // Event
+        mb.Entity<Event>(e =>
+        {
+            e.HasKey(ev => ev.Id);
+            e.HasIndex(ev => new { ev.Platform, ev.PlatformEventId }).IsUnique();
+            e.Property(ev => ev.Slug).HasMaxLength(512);
+            e.Property(ev => ev.Title).HasMaxLength(1024);
+            e.Property(ev => ev.Description).HasMaxLength(4096);
+            e.Property(ev => ev.ImageUrl).HasMaxLength(1024);
+            e.Property(ev => ev.Tags).HasMaxLength(1024);
+            e.HasMany(ev => ev.Markets).WithOne(m => m.Event).HasForeignKey(m => m.EventId)
+                .OnDelete(DeleteBehavior.Cascade);
+        });
+
         // Market
         mb.Entity<Market>(e =>
         {
             e.HasKey(m => m.Id);
             e.HasIndex(m => new { m.Platform, m.PlatformMarketId }).IsUnique();
-            e.Property(m => m.PlatformMarketId).HasMaxLength(256);
+            e.Property(m => m.ConditionId).HasMaxLength(256);
+            e.Property(m => m.QuestionId).HasMaxLength(256);
             e.Property(m => m.MarketSlug).HasMaxLength(512);
-            e.Property(m => m.EventSlug).HasMaxLength(512);
             e.Property(m => m.Question).HasMaxLength(1024);
             e.Property(m => m.Description).HasMaxLength(4096);
             e.Property(m => m.ImageUrl).HasMaxLength(1024);
             e.Property(m => m.Category).HasMaxLength(128);
             e.Property(m => m.Volume).HasPrecision(18, 4);
+            e.Property(m => m.Volume24h).HasPrecision(18, 4);
             e.Property(m => m.Liquidity).HasPrecision(18, 4);
             e.HasMany(m => m.Outcomes).WithOne(o => o.Market).HasForeignKey(o => o.MarketId)
                 .OnDelete(DeleteBehavior.Cascade);

src/Predictalytics.Infrastructure/Data/Repositories/MarketRepository.cs

@@ -14,8 +14,8 @@ public class MarketRepository : IMarketRepository
     public MarketRepository(AppDbContext db) => _db = db;
 
     public async Task<Market?> GetByPlatformIdAsync(PlatformType platform, string platformMarketId, CancellationToken ct = default)
-        => await _db.Markets.Include(m => m.Outcomes)
-            .FirstOrDefaultAsync(m => m.Platform == platform && m.PlatformMarketId == platformMarketId, ct);
+        => await _db.Markets.Include(m => m.Outcomes).Include(m => m.Event)
+            .FirstOrDefaultAsync(m => m.Platform == platform && m.ConditionId == platformMarketId, ct);
 
     public async Task<MarketOutcome?> GetOutcomeByTokenIdAsync(string tokenId, CancellationToken ct = default)
         => await _db.MarketOutcomes.Include(o => o.Market)
@@ -34,7 +34,7 @@ public class MarketRepository : IMarketRepository
             TruncateMarketStrings(market);
 
             var existing = await _db.Markets.Include(m => m.Outcomes)
-                .FirstOrDefaultAsync(m => m.Platform == market.Platform && m.PlatformMarketId == market.PlatformMarketId, ct);
+                .FirstOrDefaultAsync(m => m.Platform == market.Platform && m.ConditionId == market.ConditionId, ct);
 
             if (existing != null)
             {
@@ -42,6 +42,11 @@ public class MarketRepository : IMarketRepository
             }
             else
             {
+                if (market.Event == null && market.EventId == 0)
+                {
+                    // Fallback to avoid foreign key exceptions if event is entirely missing
+                    market.Event = new Event { Platform = market.Platform, PlatformEventId = market.PlatformMarketId, Slug = "unknown", Title = "Unknown" };
+                }
                 _db.Markets.Add(market);
             }
 
@@ -55,9 +60,9 @@ public class MarketRepository : IMarketRepository
 
     public async Task AddOrUpdateRangeAsync(IEnumerable<Market> markets, CancellationToken ct = default)
     {
-        // Deduplicate input by PlatformMarketId to avoid processing the same ID twice in one call
+        // Deduplicate input by ConditionId to avoid processing the same ID twice in one call
         var marketList = markets
-            .GroupBy(m => new { m.Platform, m.PlatformMarketId })
+            .GroupBy(m => new { m.Platform, m.ConditionId })
             .Select(g => g.First())
             .ToList();
 
@@ -72,25 +77,28 @@ public class MarketRepository : IMarketRepository
             {
                 var currentBatch = marketList.Skip(i).Take(subBatchSize).ToList();
                 var platform = currentBatch.First().Platform;
-                var ids = currentBatch.Select(m => m.PlatformMarketId).ToList();
+                var ids = currentBatch.Select(m => m.ConditionId).ToList();
 
-                // Fetch all existing markets in this batch at once
                 var existingMarkets = await _db.Markets.Include(m => m.Outcomes)
-                    .Where(m => m.Platform == platform && ids.Contains(m.PlatformMarketId))
+                    .Where(m => m.Platform == platform && ids.Contains(m.ConditionId))
                     .ToListAsync(ct);
 
-                var existingMap = existingMarkets.ToDictionary(m => m.PlatformMarketId);
+                var existingMap = existingMarkets.ToDictionary(m => m.ConditionId);
 
                 foreach (var market in currentBatch)
                 {
                     TruncateMarketStrings(market);
 
-                    if (existingMap.TryGetValue(market.PlatformMarketId, out var existing))
+                    if (existingMap.TryGetValue(market.ConditionId, out var existing))
                     {
                         UpdateMarketFields(existing, market);
                     }
                     else
                     {
+                        if (market.Event == null && market.EventId == 0)
+                        {
+                            market.Event = new Event { Platform = market.Platform, PlatformEventId = market.PlatformMarketId, Slug = "unknown", Title = "Unknown" };
+                        }
                         _db.Markets.Add(market);
                     }
                 }
@@ -104,21 +112,96 @@ public class MarketRepository : IMarketRepository
         }
     }
 
+    public async Task AddOrUpdateEventsAsync(IEnumerable<Event> events, CancellationToken ct = default)
+    {
+        var eventList = events.GroupBy(e => new { e.Platform, e.PlatformEventId }).Select(g => g.First()).ToList();
+        if (!eventList.Any()) return;
+
+        await _syncSemaphore.WaitAsync(ct);
+        try
+        {
+            const int subBatchSize = 100;
+            for (int i = 0; i < eventList.Count; i += subBatchSize)
+            {
+                var currentBatch = eventList.Skip(i).Take(subBatchSize).ToList();
+                var platform = currentBatch.First().Platform;
+                var eventIds = currentBatch.Select(e => e.PlatformEventId).ToList();
+
+                var existingEvents = await _db.Events
+                    .Include(e => e.Markets).ThenInclude(m => m.Outcomes)
+                    .Where(e => e.Platform == platform && eventIds.Contains(e.PlatformEventId))
+                    .ToListAsync(ct);
+
+                var existingEventsMap = existingEvents.ToDictionary(e => e.PlatformEventId);
+
+                foreach (var ev in currentBatch)
+                {
+                    if (ev.Slug != null && ev.Slug.Length > 512) ev.Slug = ev.Slug[..512];
+                    if (ev.Title != null && ev.Title.Length > 1024) ev.Title = ev.Title[..1024];
+
+                    if (existingEventsMap.TryGetValue(ev.PlatformEventId, out var existing))
+                    {
+                        existing.Slug = ev.Slug;
+                        existing.Title = ev.Title;
+                        existing.Description = ev.Description;
+                        existing.ImageUrl = ev.ImageUrl;
+                        existing.Tags = ev.Tags;
+                        existing.StartDate = ev.StartDate;
+                        existing.EndDate = ev.EndDate;
+                        existing.IsActive = ev.IsActive;
+                        existing.IsClosed = ev.IsClosed;
+                        existing.LastUpdatedAt = DateTime.UtcNow;
+
+                        // Upsert markets inside event
+                        foreach (var market in ev.Markets)
+                        {
+                            TruncateMarketStrings(market);
+                            var existingMarket = existing.Markets.FirstOrDefault(m => m.ConditionId == market.ConditionId);
+                            if (existingMarket != null)
+                            {
+                                UpdateMarketFields(existingMarket, market);
+                            }
+                            else
+                            {
+                                market.EventId = existing.Id;
+                                market.Event = null; // Prevent EF tracking issue
+                                existing.Markets.Add(market);
+                            }
+                        }
+                    }
+                    else
+                    {
+                        foreach (var m in ev.Markets) TruncateMarketStrings(m);
+                        _db.Events.Add(ev);
+                    }
+                }
+                
+                await _db.SaveChangesAsync(ct);
+            }
+        }
+        finally
+        {
+            _syncSemaphore.Release();
+        }
+    }
+
     private void UpdateMarketFields(Market existing, Market updated)
     {
         existing.Question = updated.Question;
         existing.MarketSlug = updated.MarketSlug;
-        existing.EventSlug = updated.EventSlug;
+        existing.PlatformMarketId = updated.PlatformMarketId;
+        existing.QuestionId = updated.QuestionId;
         existing.Description = updated.Description;
         existing.ImageUrl = updated.ImageUrl;
         existing.Category = updated.Category;
         existing.Volume = updated.Volume;
+        existing.Volume24h = updated.Volume24h;
         existing.Liquidity = updated.Liquidity;
         existing.StartDate = updated.StartDate;
         existing.EndDate = updated.EndDate;
         existing.IsResolved = updated.IsResolved;
         existing.ResolutionOutcome = updated.ResolutionOutcome;
-        existing.CreatedAt = updated.CreatedAt; // Platform creation date
+        existing.CreatedAt = updated.CreatedAt;
         existing.LastUpdatedAt = DateTime.UtcNow;
 
         // Upsert outcomes
@@ -146,7 +229,6 @@ public class MarketRepository : IMarketRepository
         market.Question = StringHelper.Truncate(market.Question, 1024) ?? "";
         market.Description = StringHelper.Truncate(market.Description, 4096);
         market.MarketSlug = StringHelper.Truncate(market.MarketSlug, 512) ?? "";
-        market.EventSlug = StringHelper.Truncate(market.EventSlug, 512) ?? "";
         market.ImageUrl = StringHelper.Truncate(market.ImageUrl, 1024);
         market.Category = StringHelper.Truncate(market.Category, 128) ?? "";
 
@@ -192,7 +274,7 @@ public class MarketRepository : IMarketRepository
 
         return await _db.Markets.Include(m => m.Outcomes)
             .Where(m => m.Question.Contains(query) || 
-                        m.PlatformMarketId.Contains(query) || 
+                        m.ConditionId.Contains(query) || 
                         m.Id.ToString() == query)
             .OrderByDescending(m => m.Volume)
             .Take(take)

src/Predictalytics.Infrastructure/Data/Repositories/TradeRepository.cs

@@ -92,13 +92,13 @@ public class TradeRepository : ITradeRepository
     public async Task<HashSet<string>> GetKnownPlatformTradeIdsAsync(PlatformType platform, int traderId, IEnumerable<string> platformTradeIds, CancellationToken ct = default)
     {
         var idList = platformTradeIds.ToList();
-        if (idList.Count == 0) return new HashSet<string>();
+        if (idList.Count == 0) return new HashSet<string>(StringComparer.OrdinalIgnoreCase);
 
         var ids = await _db.Trades
-            .Where(t => t.Platform == platform && t.TraderId == traderId && idList.Contains(t.PlatformTradeId))
+            .Where(t => t.Platform == platform && idList.Contains(t.PlatformTradeId))
             .Select(t => t.PlatformTradeId)
             .ToListAsync(ct);
-        return new HashSet<string>(ids);
+        return new HashSet<string>(ids, StringComparer.OrdinalIgnoreCase);
     }
 
     public async Task UpdateAsync(Trade trade, CancellationToken ct = default)
@@ -111,4 +111,19 @@ public class TradeRepository : ITradeRepository
         _db.Trades.Update(trade);
         await _db.SaveChangesAsync(ct);
     }
+
+    public async Task<IReadOnlyList<Trade>> GetTradesForContextEnrichmentAsync(int limit, CancellationToken ct = default)
+    {
+        return await _db.Trades
+            .Include(t => t.Trader)
+            .Include(t => t.Trader.CurrentScore)
+            .Include(t => t.Trader.WatchlistEntries)
+            .Where(t => !t.IsContextEnriched 
+                     && t.Platform == PlatformType.Polymarket 
+                     && t.AssetId != "")
+            .Where(t => t.Trader.WatchlistEntries.Any() || (t.Trader.CurrentScore != null && t.Trader.CurrentScore.CopytradingScore > 50))
+            .OrderByDescending(t => t.ExecutedAt)
+            .Take(limit)
+            .ToListAsync(ct);
+    }
 }

src/Predictalytics.Infrastructure/Data/Repositories/TraderRepository.cs

@@ -100,6 +100,14 @@ public class TraderRepository : ITraderRepository
             .ToListAsync(ct);
     }
 
+    public async Task<IReadOnlyList<Trader>> GetTradersForPollingAsync(int take, CancellationToken ct = default)
+    {
+        return await _db.Traders
+            .OrderBy(t => t.LastPolledAt)
+            .Take(take)
+            .ToListAsync(ct);
+    }
+
     public async Task<IReadOnlyList<Trader>> SearchAsync(string query, int take = 20, CancellationToken ct = default)
     {
         if (string.IsNullOrWhiteSpace(query)) return Array.Empty<Trader>();

src/Predictalytics.Infrastructure/DependencyInjection.cs

@@ -84,6 +84,8 @@ public static class DependencyInjection
 
         services.AddSingleton<PolymarketApiClient>();
         services.AddSingleton<LimitlessApiClient>();
+        services.AddHttpClient<Predictalytics.Application.Interfaces.IOpenRouterApiClient, Predictalytics.Infrastructure.Providers.OpenRouter.OpenRouterApiClient>();
+        services.AddScoped<Predictalytics.Application.Interfaces.IAiStrategyAnalysisService, Predictalytics.Application.Services.AiStrategyAnalysisService>();
         services.AddSingleton<IPlatformProvider, PolymarketProvider>();
         services.AddSingleton<IPlatformProvider, LimitlessProvider>();
         services.AddSingleton<IPlatformProvider, AzuroProvider>();

src/Predictalytics.Infrastructure/Migrations/20260703100444_AddTradePriceContext.Designer.cs

@@ -0,0 +1,750 @@
+// <auto-generated />
+using System;
+using Microsoft.EntityFrameworkCore;
+using Microsoft.EntityFrameworkCore.Infrastructure;
+using Microsoft.EntityFrameworkCore.Metadata;
+using Microsoft.EntityFrameworkCore.Migrations;
+using Microsoft.EntityFrameworkCore.Storage.ValueConversion;
+using Predictalytics.Infrastructure.Data;
+
+#nullable disable
+
+namespace Predictalytics.Infrastructure.Migrations
+{
+    [DbContext(typeof(AppDbContext))]
+    [Migration("20260703100444_AddTradePriceContext")]
+    partial class AddTradePriceContext
+    {
+        /// <inheritdoc />
+        protected override void BuildTargetModel(ModelBuilder modelBuilder)
+        {
+#pragma warning disable 612, 618
+            modelBuilder
+                .HasAnnotation("ProductVersion", "8.0.11")
+                .HasAnnotation("Relational:MaxIdentifierLength", 64);
+
+            MySqlModelBuilderExtensions.AutoIncrementColumns(modelBuilder);
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Alert", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<DateTime>("CreatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<bool>("IsRead")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<string>("Message")
+                        .IsRequired()
+                        .HasMaxLength(4096)
+                        .HasColumnType("varchar(4096)");
+
+                    b.Property<int>("Platform")
+                        .HasColumnType("int");
+
+                    b.Property<int>("Severity")
+                        .HasColumnType("int");
+
+                    b.Property<string>("Title")
+                        .IsRequired()
+                        .HasMaxLength(512)
+                        .HasColumnType("varchar(512)");
+
+                    b.Property<int?>("TraderId")
+                        .HasColumnType("int");
+
+                    b.Property<int>("Type")
+                        .HasColumnType("int");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("CreatedAt");
+
+                    b.HasIndex("TraderId");
+
+                    b.ToTable("Alerts");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Market", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<string>("Category")
+                        .IsRequired()
+                        .HasMaxLength(128)
+                        .HasColumnType("varchar(128)");
+
+                    b.Property<DateTime>("CreatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<DateTime>("DbCreatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<string>("Description")
+                        .HasMaxLength(4096)
+                        .HasColumnType("varchar(4096)");
+
+                    b.Property<DateTime?>("EndDate")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<string>("EventSlug")
+                        .IsRequired()
+                        .HasMaxLength(512)
+                        .HasColumnType("varchar(512)");
+
+                    b.Property<string>("ImageUrl")
+                        .HasMaxLength(1024)
+                        .HasColumnType("varchar(1024)");
+
+                    b.Property<bool>("IsResolved")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<DateTime?>("LastTradesUpdatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<DateTime?>("LastUpdatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<decimal>("Liquidity")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<string>("MarketSlug")
+                        .IsRequired()
+                        .HasMaxLength(512)
+                        .HasColumnType("varchar(512)");
+
+                    b.Property<int>("Platform")
+                        .HasColumnType("int");
+
+                    b.Property<string>("PlatformMarketId")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.Property<string>("Question")
+                        .IsRequired()
+                        .HasMaxLength(1024)
+                        .HasColumnType("varchar(1024)");
+
+                    b.Property<string>("ResolutionOutcome")
+                        .HasColumnType("longtext");
+
+                    b.Property<DateTime?>("StartDate")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<decimal>("Volume")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("Platform", "PlatformMarketId")
+                        .IsUnique();
+
+                    b.ToTable("Markets");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.MarketAnalytics", b =>
+                {
+                    b.Property<int>("MarketId")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("AverageTradeSize")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("BotActivityScore")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<DateTime>("LastCalculatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<int>("UniqueTradersCount")
+                        .HasColumnType("int");
+
+                    b.HasKey("MarketId");
+
+                    b.ToTable("MarketAnalytics");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.MarketOutcome", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<decimal>("CurrentPrice")
+                        .HasPrecision(18, 8)
+                        .HasColumnType("decimal(18,8)");
+
+                    b.Property<string>("Label")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.Property<int>("MarketId")
+                        .HasColumnType("int");
+
+                    b.Property<int>("OutcomeIndex")
+                        .HasColumnType("int");
+
+                    b.Property<string>("TokenId")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("TokenId");
+
+                    b.HasIndex("MarketId", "OutcomeIndex")
+                        .IsUnique();
+
+                    b.ToTable("MarketOutcomes");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.MarketOutcomePriceSnapshot", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<int>("MarketOutcomeId")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("Price")
+                        .HasPrecision(10, 6)
+                        .HasColumnType("decimal(10,6)");
+
+                    b.Property<DateTime>("Timestamp")
+                        .HasColumnType("datetime(6)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("MarketOutcomeId", "Timestamp");
+
+                    b.ToTable("MarketOutcomePriceSnapshots");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.PlatformConfig", b =>
+                {
+                    b.Property<int>("Id")
+                        .HasColumnType("int");
+
+                    b.Property<string>("BaseUrl")
+                        .HasMaxLength(1024)
+                        .HasColumnType("varchar(1024)");
+
+                    b.Property<DateTime>("CreatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<string>("DisplayName")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.Property<bool>("IsActive")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<string>("Name")
+                        .IsRequired()
+                        .HasMaxLength(128)
+                        .HasColumnType("varchar(128)");
+
+                    b.Property<string>("SettingsJson")
+                        .HasColumnType("longtext");
+
+                    b.Property<DateTime>("UpdatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.HasKey("Id");
+
+                    b.ToTable("PlatformConfigs");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Trade", b =>
+                {
+                    b.Property<long>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("bigint");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<long>("Id"));
+
+                    b.Property<decimal>("Amount")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<string>("AssetId")
+                        .IsRequired()
+                        .HasMaxLength(80)
+                        .HasColumnType("varchar(80)");
+
+                    b.Property<int?>("DbMarketId")
+                        .HasColumnType("int");
+
+                    b.Property<DateTime>("ExecutedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<bool>("IsContextEnriched")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<string>("MarketId")
+                        .IsRequired()
+                        .HasMaxLength(66)
+                        .HasColumnType("varchar(66)");
+
+                    b.Property<int?>("MarketOutcomeId")
+                        .HasColumnType("int");
+
+                    b.Property<string>("Outcome")
+                        .IsRequired()
+                        .HasMaxLength(128)
+                        .HasColumnType("varchar(128)");
+
+                    b.Property<int>("Platform")
+                        .HasColumnType("int");
+
+                    b.Property<string>("PlatformTradeId")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.Property<decimal?>("PostTradePrice1m")
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal?>("PreTradePrice1m")
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("Price")
+                        .HasPrecision(10, 6)
+                        .HasColumnType("decimal(10,6)");
+
+                    b.Property<int>("Side")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("Size")
+                        .HasPrecision(14, 6)
+                        .HasColumnType("decimal(14,6)");
+
+                    b.Property<int>("TraderId")
+                        .HasColumnType("int");
+
+                    b.Property<string>("TransactionHash")
+                        .HasMaxLength(66)
+                        .HasColumnType("varchar(66)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("AssetId");
+
+                    b.HasIndex("DbMarketId");
+
+                    b.HasIndex("ExecutedAt");
+
+                    b.HasIndex("MarketOutcomeId");
+
+                    b.HasIndex("TraderId");
+
+                    b.HasIndex("Platform", "PlatformTradeId")
+                        .IsUnique();
+
+                    b.ToTable("Trades");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Trader", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<DateTime>("CreatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<string>("DisplayName")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.Property<bool>("IsAutoDiscovered")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<bool>("IsInitialImportComplete")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<bool>("IsSuspectedBot")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<DateTime?>("LastApiErrorAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<DateTime?>("LastPolledAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<DateTime?>("LastTradesUpdatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<int?>("ManualPriorityOverride")
+                        .HasColumnType("int");
+
+                    b.Property<string>("Notes")
+                        .HasColumnType("longtext");
+
+                    b.Property<int>("Platform")
+                        .HasColumnType("int");
+
+                    b.Property<string>("PlatformUserId")
+                        .IsRequired()
+                        .HasMaxLength(128)
+                        .HasColumnType("varchar(128)");
+
+                    b.Property<int>("Strategy")
+                        .HasColumnType("int");
+
+                    b.Property<int>("Tier")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("TotalPnl")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<int>("TotalTrades")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("WinRate")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("Platform", "PlatformUserId")
+                        .IsUnique();
+
+                    b.ToTable("Traders");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.TraderAnalytics", b =>
+                {
+                    b.Property<int>("TraderId")
+                        .HasColumnType("int");
+
+                    b.Property<DateTime>("LastCalculatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<decimal>("OverallPnL")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("OverallWinRate")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<decimal>("PnL24h")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("PnL30d")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("PnL7d")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("WinRate24h")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<decimal>("WinRate30d")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<decimal>("WinRate7d")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.HasKey("TraderId");
+
+                    b.ToTable("TraderAnalytics");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.TraderPosition", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<decimal>("AvgCost")
+                        .HasPrecision(10, 6)
+                        .HasColumnType("decimal(10,6)");
+
+                    b.Property<DateTime>("LastUpdatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<int>("MarketOutcomeId")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("RealizedPnl")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("SharesHeld")
+                        .HasPrecision(14, 6)
+                        .HasColumnType("decimal(14,6)");
+
+                    b.Property<int>("TraderId")
+                        .HasColumnType("int");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("MarketOutcomeId");
+
+                    b.HasIndex("TraderId", "MarketOutcomeId")
+                        .IsUnique();
+
+                    b.ToTable("TraderPositions");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.TraderScore", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<decimal>("ActivityScore")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<DateTime>("CalculatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<decimal>("CombinedScore")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<decimal>("CopytradingScore")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<decimal>("QualityScore")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<int>("Rank")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("TimingScore")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<int>("TraderId")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("VolumeScore")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("TraderId")
+                        .IsUnique();
+
+                    b.ToTable("TraderScores");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.WatchlistEntry", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<DateTime>("AddedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<bool>("AlertsEnabled")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<string>("Label")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.Property<string>("Notes")
+                        .HasColumnType("longtext");
+
+                    b.Property<int>("TraderId")
+                        .HasColumnType("int");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("TraderId")
+                        .IsUnique();
+
+                    b.ToTable("WatchlistEntries");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Alert", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Trader", "Trader")
+                        .WithMany()
+                        .HasForeignKey("TraderId")
+                        .OnDelete(DeleteBehavior.SetNull);
+
+                    b.Navigation("Trader");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.MarketAnalytics", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Market", "Market")
+                        .WithOne("Analytics")
+                        .HasForeignKey("Predictalytics.Domain.Entities.MarketAnalytics", "MarketId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("Market");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.MarketOutcome", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Market", "Market")
+                        .WithMany("Outcomes")
+                        .HasForeignKey("MarketId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("Market");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.MarketOutcomePriceSnapshot", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.MarketOutcome", "MarketOutcome")
+                        .WithMany()
+                        .HasForeignKey("MarketOutcomeId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("MarketOutcome");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Trade", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Market", "DbMarket")
+                        .WithMany()
+                        .HasForeignKey("DbMarketId")
+                        .OnDelete(DeleteBehavior.SetNull);
+
+                    b.HasOne("Predictalytics.Domain.Entities.MarketOutcome", "MarketOutcome")
+                        .WithMany()
+                        .HasForeignKey("MarketOutcomeId")
+                        .OnDelete(DeleteBehavior.SetNull);
+
+                    b.HasOne("Predictalytics.Domain.Entities.Trader", "Trader")
+                        .WithMany("Trades")
+                        .HasForeignKey("TraderId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("DbMarket");
+
+                    b.Navigation("MarketOutcome");
+
+                    b.Navigation("Trader");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.TraderAnalytics", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Trader", "Trader")
+                        .WithOne("Analytics")
+                        .HasForeignKey("Predictalytics.Domain.Entities.TraderAnalytics", "TraderId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("Trader");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.TraderPosition", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.MarketOutcome", "MarketOutcome")
+                        .WithMany()
+                        .HasForeignKey("MarketOutcomeId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.HasOne("Predictalytics.Domain.Entities.Trader", "Trader")
+                        .WithMany("Positions")
+                        .HasForeignKey("TraderId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("MarketOutcome");
+
+                    b.Navigation("Trader");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.TraderScore", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Trader", "Trader")
+                        .WithOne("CurrentScore")
+                        .HasForeignKey("Predictalytics.Domain.Entities.TraderScore", "TraderId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("Trader");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.WatchlistEntry", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Trader", "Trader")
+                        .WithMany("WatchlistEntries")
+                        .HasForeignKey("TraderId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("Trader");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Market", b =>
+                {
+                    b.Navigation("Analytics");
+
+                    b.Navigation("Outcomes");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Trader", b =>
+                {
+                    b.Navigation("Analytics");
+
+                    b.Navigation("CurrentScore");
+
+                    b.Navigation("Positions");
+
+                    b.Navigation("Trades");
+
+                    b.Navigation("WatchlistEntries");
+                });
+#pragma warning restore 612, 618
+        }
+    }
+}

src/Predictalytics.Infrastructure/Migrations/20260703100444_AddTradePriceContext.cs

@@ -0,0 +1,49 @@
+using Microsoft.EntityFrameworkCore.Migrations;
+
+#nullable disable
+
+namespace Predictalytics.Infrastructure.Migrations
+{
+    /// <inheritdoc />
+    public partial class AddTradePriceContext : Migration
+    {
+        /// <inheritdoc />
+        protected override void Up(MigrationBuilder migrationBuilder)
+        {
+            migrationBuilder.AddColumn<bool>(
+                name: "IsContextEnriched",
+                table: "Trades",
+                type: "tinyint(1)",
+                nullable: false,
+                defaultValue: false);
+
+            migrationBuilder.AddColumn<decimal>(
+                name: "PostTradePrice1m",
+                table: "Trades",
+                type: "decimal(18,4)",
+                nullable: true);
+
+            migrationBuilder.AddColumn<decimal>(
+                name: "PreTradePrice1m",
+                table: "Trades",
+                type: "decimal(18,4)",
+                nullable: true);
+        }
+
+        /// <inheritdoc />
+        protected override void Down(MigrationBuilder migrationBuilder)
+        {
+            migrationBuilder.DropColumn(
+                name: "IsContextEnriched",
+                table: "Trades");
+
+            migrationBuilder.DropColumn(
+                name: "PostTradePrice1m",
+                table: "Trades");
+
+            migrationBuilder.DropColumn(
+                name: "PreTradePrice1m",
+                table: "Trades");
+        }
+    }
+}

src/Predictalytics.Infrastructure/Migrations/20260703114907_AddEventsAndTags.Designer.cs

@@ -0,0 +1,844 @@
+// <auto-generated />
+using System;
+using Microsoft.EntityFrameworkCore;
+using Microsoft.EntityFrameworkCore.Infrastructure;
+using Microsoft.EntityFrameworkCore.Metadata;
+using Microsoft.EntityFrameworkCore.Migrations;
+using Microsoft.EntityFrameworkCore.Storage.ValueConversion;
+using Predictalytics.Infrastructure.Data;
+
+#nullable disable
+
+namespace Predictalytics.Infrastructure.Migrations
+{
+    [DbContext(typeof(AppDbContext))]
+    [Migration("20260703114907_AddEventsAndTags")]
+    partial class AddEventsAndTags
+    {
+        /// <inheritdoc />
+        protected override void BuildTargetModel(ModelBuilder modelBuilder)
+        {
+#pragma warning disable 612, 618
+            modelBuilder
+                .HasAnnotation("ProductVersion", "8.0.11")
+                .HasAnnotation("Relational:MaxIdentifierLength", 64);
+
+            MySqlModelBuilderExtensions.AutoIncrementColumns(modelBuilder);
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Alert", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<DateTime>("CreatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<bool>("IsRead")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<string>("Message")
+                        .IsRequired()
+                        .HasMaxLength(4096)
+                        .HasColumnType("varchar(4096)");
+
+                    b.Property<int>("Platform")
+                        .HasColumnType("int");
+
+                    b.Property<int>("Severity")
+                        .HasColumnType("int");
+
+                    b.Property<string>("Title")
+                        .IsRequired()
+                        .HasMaxLength(512)
+                        .HasColumnType("varchar(512)");
+
+                    b.Property<int?>("TraderId")
+                        .HasColumnType("int");
+
+                    b.Property<int>("Type")
+                        .HasColumnType("int");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("CreatedAt");
+
+                    b.HasIndex("TraderId");
+
+                    b.ToTable("Alerts");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Event", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<DateTime>("CreatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<DateTime>("DbCreatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<string>("Description")
+                        .HasMaxLength(4096)
+                        .HasColumnType("varchar(4096)");
+
+                    b.Property<DateTime?>("EndDate")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<string>("ImageUrl")
+                        .HasMaxLength(1024)
+                        .HasColumnType("varchar(1024)");
+
+                    b.Property<bool>("IsActive")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<bool>("IsClosed")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<DateTime?>("LastUpdatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<int>("Platform")
+                        .HasColumnType("int");
+
+                    b.Property<long>("PlatformEventId")
+                        .HasColumnType("bigint");
+
+                    b.Property<string>("Slug")
+                        .IsRequired()
+                        .HasMaxLength(512)
+                        .HasColumnType("varchar(512)");
+
+                    b.Property<DateTime?>("StartDate")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<string>("Tags")
+                        .IsRequired()
+                        .HasMaxLength(1024)
+                        .HasColumnType("varchar(1024)");
+
+                    b.Property<string>("Title")
+                        .IsRequired()
+                        .HasMaxLength(1024)
+                        .HasColumnType("varchar(1024)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("Platform", "PlatformEventId")
+                        .IsUnique();
+
+                    b.ToTable("Events");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Market", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<string>("Category")
+                        .IsRequired()
+                        .HasMaxLength(128)
+                        .HasColumnType("varchar(128)");
+
+                    b.Property<string>("ConditionId")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.Property<DateTime>("CreatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<DateTime>("DbCreatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<string>("Description")
+                        .HasMaxLength(4096)
+                        .HasColumnType("varchar(4096)");
+
+                    b.Property<DateTime?>("EndDate")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<int>("EventId")
+                        .HasColumnType("int");
+
+                    b.Property<string>("ImageUrl")
+                        .HasMaxLength(1024)
+                        .HasColumnType("varchar(1024)");
+
+                    b.Property<bool>("IsResolved")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<DateTime?>("LastTradesUpdatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<DateTime?>("LastUpdatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<decimal>("Liquidity")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<string>("MarketSlug")
+                        .IsRequired()
+                        .HasMaxLength(512)
+                        .HasColumnType("varchar(512)");
+
+                    b.Property<int>("Platform")
+                        .HasColumnType("int");
+
+                    b.Property<long>("PlatformMarketId")
+                        .HasColumnType("bigint");
+
+                    b.Property<string>("Question")
+                        .IsRequired()
+                        .HasMaxLength(1024)
+                        .HasColumnType("varchar(1024)");
+
+                    b.Property<string>("QuestionId")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.Property<string>("ResolutionOutcome")
+                        .HasColumnType("longtext");
+
+                    b.Property<DateTime?>("StartDate")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<decimal>("Volume")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("Volume24h")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("EventId");
+
+                    b.HasIndex("Platform", "PlatformMarketId")
+                        .IsUnique();
+
+                    b.ToTable("Markets");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.MarketAnalytics", b =>
+                {
+                    b.Property<int>("MarketId")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("AverageTradeSize")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("BotActivityScore")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<DateTime>("LastCalculatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<int>("UniqueTradersCount")
+                        .HasColumnType("int");
+
+                    b.HasKey("MarketId");
+
+                    b.ToTable("MarketAnalytics");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.MarketOutcome", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<decimal>("CurrentPrice")
+                        .HasPrecision(18, 8)
+                        .HasColumnType("decimal(18,8)");
+
+                    b.Property<string>("Label")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.Property<int>("MarketId")
+                        .HasColumnType("int");
+
+                    b.Property<int>("OutcomeIndex")
+                        .HasColumnType("int");
+
+                    b.Property<string>("TokenId")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("TokenId");
+
+                    b.HasIndex("MarketId", "OutcomeIndex")
+                        .IsUnique();
+
+                    b.ToTable("MarketOutcomes");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.MarketOutcomePriceSnapshot", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<int>("MarketOutcomeId")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("Price")
+                        .HasPrecision(10, 6)
+                        .HasColumnType("decimal(10,6)");
+
+                    b.Property<DateTime>("Timestamp")
+                        .HasColumnType("datetime(6)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("MarketOutcomeId", "Timestamp");
+
+                    b.ToTable("MarketOutcomePriceSnapshots");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.PlatformConfig", b =>
+                {
+                    b.Property<int>("Id")
+                        .HasColumnType("int");
+
+                    b.Property<string>("BaseUrl")
+                        .HasMaxLength(1024)
+                        .HasColumnType("varchar(1024)");
+
+                    b.Property<DateTime>("CreatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<string>("DisplayName")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.Property<bool>("IsActive")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<string>("Name")
+                        .IsRequired()
+                        .HasMaxLength(128)
+                        .HasColumnType("varchar(128)");
+
+                    b.Property<string>("SettingsJson")
+                        .HasColumnType("longtext");
+
+                    b.Property<DateTime>("UpdatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.HasKey("Id");
+
+                    b.ToTable("PlatformConfigs");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Trade", b =>
+                {
+                    b.Property<long>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("bigint");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<long>("Id"));
+
+                    b.Property<decimal>("Amount")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<string>("AssetId")
+                        .IsRequired()
+                        .HasMaxLength(80)
+                        .HasColumnType("varchar(80)");
+
+                    b.Property<int?>("DbMarketId")
+                        .HasColumnType("int");
+
+                    b.Property<DateTime>("ExecutedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<bool>("IsContextEnriched")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<string>("MarketId")
+                        .IsRequired()
+                        .HasMaxLength(66)
+                        .HasColumnType("varchar(66)");
+
+                    b.Property<int?>("MarketOutcomeId")
+                        .HasColumnType("int");
+
+                    b.Property<string>("Outcome")
+                        .IsRequired()
+                        .HasMaxLength(128)
+                        .HasColumnType("varchar(128)");
+
+                    b.Property<int>("Platform")
+                        .HasColumnType("int");
+
+                    b.Property<string>("PlatformTradeId")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.Property<decimal?>("PostTradePrice1m")
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal?>("PreTradePrice1m")
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("Price")
+                        .HasPrecision(10, 6)
+                        .HasColumnType("decimal(10,6)");
+
+                    b.Property<int>("Side")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("Size")
+                        .HasPrecision(14, 6)
+                        .HasColumnType("decimal(14,6)");
+
+                    b.Property<int>("TraderId")
+                        .HasColumnType("int");
+
+                    b.Property<string>("TransactionHash")
+                        .HasMaxLength(66)
+                        .HasColumnType("varchar(66)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("AssetId");
+
+                    b.HasIndex("DbMarketId");
+
+                    b.HasIndex("ExecutedAt");
+
+                    b.HasIndex("MarketOutcomeId");
+
+                    b.HasIndex("TraderId");
+
+                    b.HasIndex("Platform", "PlatformTradeId")
+                        .IsUnique();
+
+                    b.ToTable("Trades");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Trader", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<DateTime>("CreatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<string>("DisplayName")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.Property<bool>("IsAutoDiscovered")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<bool>("IsInitialImportComplete")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<bool>("IsSuspectedBot")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<DateTime?>("LastApiErrorAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<DateTime?>("LastPolledAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<DateTime?>("LastTradesUpdatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<int?>("ManualPriorityOverride")
+                        .HasColumnType("int");
+
+                    b.Property<string>("Notes")
+                        .HasColumnType("longtext");
+
+                    b.Property<int>("Platform")
+                        .HasColumnType("int");
+
+                    b.Property<string>("PlatformUserId")
+                        .IsRequired()
+                        .HasMaxLength(128)
+                        .HasColumnType("varchar(128)");
+
+                    b.Property<int>("Strategy")
+                        .HasColumnType("int");
+
+                    b.Property<int>("Tier")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("TotalPnl")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<int>("TotalTrades")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("WinRate")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("Platform", "PlatformUserId")
+                        .IsUnique();
+
+                    b.ToTable("Traders");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.TraderAnalytics", b =>
+                {
+                    b.Property<int>("TraderId")
+                        .HasColumnType("int");
+
+                    b.Property<DateTime>("LastCalculatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<decimal>("OverallPnL")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("OverallWinRate")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<decimal>("PnL24h")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("PnL30d")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("PnL7d")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("WinRate24h")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<decimal>("WinRate30d")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<decimal>("WinRate7d")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.HasKey("TraderId");
+
+                    b.ToTable("TraderAnalytics");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.TraderPosition", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<decimal>("AvgCost")
+                        .HasPrecision(10, 6)
+                        .HasColumnType("decimal(10,6)");
+
+                    b.Property<DateTime>("LastUpdatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<int>("MarketOutcomeId")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("RealizedPnl")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("SharesHeld")
+                        .HasPrecision(14, 6)
+                        .HasColumnType("decimal(14,6)");
+
+                    b.Property<int>("TraderId")
+                        .HasColumnType("int");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("MarketOutcomeId");
+
+                    b.HasIndex("TraderId", "MarketOutcomeId")
+                        .IsUnique();
+
+                    b.ToTable("TraderPositions");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.TraderScore", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<decimal>("ActivityScore")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<DateTime>("CalculatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<decimal>("CombinedScore")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<decimal>("CopytradingScore")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<decimal>("QualityScore")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<int>("Rank")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("TimingScore")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<int>("TraderId")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("VolumeScore")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("TraderId")
+                        .IsUnique();
+
+                    b.ToTable("TraderScores");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.WatchlistEntry", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<DateTime>("AddedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<bool>("AlertsEnabled")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<string>("Label")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.Property<string>("Notes")
+                        .HasColumnType("longtext");
+
+                    b.Property<int>("TraderId")
+                        .HasColumnType("int");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("TraderId")
+                        .IsUnique();
+
+                    b.ToTable("WatchlistEntries");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Alert", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Trader", "Trader")
+                        .WithMany()
+                        .HasForeignKey("TraderId")
+                        .OnDelete(DeleteBehavior.SetNull);
+
+                    b.Navigation("Trader");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Market", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Event", "Event")
+                        .WithMany("Markets")
+                        .HasForeignKey("EventId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("Event");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.MarketAnalytics", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Market", "Market")
+                        .WithOne("Analytics")
+                        .HasForeignKey("Predictalytics.Domain.Entities.MarketAnalytics", "MarketId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("Market");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.MarketOutcome", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Market", "Market")
+                        .WithMany("Outcomes")
+                        .HasForeignKey("MarketId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("Market");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.MarketOutcomePriceSnapshot", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.MarketOutcome", "MarketOutcome")
+                        .WithMany()
+                        .HasForeignKey("MarketOutcomeId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("MarketOutcome");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Trade", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Market", "DbMarket")
+                        .WithMany()
+                        .HasForeignKey("DbMarketId")
+                        .OnDelete(DeleteBehavior.SetNull);
+
+                    b.HasOne("Predictalytics.Domain.Entities.MarketOutcome", "MarketOutcome")
+                        .WithMany()
+                        .HasForeignKey("MarketOutcomeId")
+                        .OnDelete(DeleteBehavior.SetNull);
+
+                    b.HasOne("Predictalytics.Domain.Entities.Trader", "Trader")
+                        .WithMany("Trades")
+                        .HasForeignKey("TraderId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("DbMarket");
+
+                    b.Navigation("MarketOutcome");
+
+                    b.Navigation("Trader");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.TraderAnalytics", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Trader", "Trader")
+                        .WithOne("Analytics")
+                        .HasForeignKey("Predictalytics.Domain.Entities.TraderAnalytics", "TraderId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("Trader");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.TraderPosition", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.MarketOutcome", "MarketOutcome")
+                        .WithMany()
+                        .HasForeignKey("MarketOutcomeId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.HasOne("Predictalytics.Domain.Entities.Trader", "Trader")
+                        .WithMany("Positions")
+                        .HasForeignKey("TraderId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("MarketOutcome");
+
+                    b.Navigation("Trader");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.TraderScore", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Trader", "Trader")
+                        .WithOne("CurrentScore")
+                        .HasForeignKey("Predictalytics.Domain.Entities.TraderScore", "TraderId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("Trader");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.WatchlistEntry", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Trader", "Trader")
+                        .WithMany("WatchlistEntries")
+                        .HasForeignKey("TraderId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("Trader");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Event", b =>
+                {
+                    b.Navigation("Markets");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Market", b =>
+                {
+                    b.Navigation("Analytics");
+
+                    b.Navigation("Outcomes");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Trader", b =>
+                {
+                    b.Navigation("Analytics");
+
+                    b.Navigation("CurrentScore");
+
+                    b.Navigation("Positions");
+
+                    b.Navigation("Trades");
+
+                    b.Navigation("WatchlistEntries");
+                });
+#pragma warning restore 612, 618
+        }
+    }
+}

src/Predictalytics.Infrastructure/Migrations/20260703114907_AddEventsAndTags.cs

@@ -0,0 +1,167 @@
+using System;
+using Microsoft.EntityFrameworkCore.Metadata;
+using Microsoft.EntityFrameworkCore.Migrations;
+
+#nullable disable
+
+namespace Predictalytics.Infrastructure.Migrations
+{
+    /// <inheritdoc />
+    public partial class AddEventsAndTags : Migration
+    {
+        /// <inheritdoc />
+        protected override void Up(MigrationBuilder migrationBuilder)
+        {
+            migrationBuilder.Sql("SET FOREIGN_KEY_CHECKS=0; TRUNCATE TABLE TraderPositions; TRUNCATE TABLE Trades; TRUNCATE TABLE MarketOutcomes; TRUNCATE TABLE Markets; SET FOREIGN_KEY_CHECKS=1;");
+
+            migrationBuilder.DropColumn(
+                name: "EventSlug",
+                table: "Markets");
+
+            migrationBuilder.AlterColumn<long>(
+                name: "PlatformMarketId",
+                table: "Markets",
+                type: "bigint",
+                nullable: false,
+                oldClrType: typeof(string),
+                oldType: "varchar(256)",
+                oldMaxLength: 256)
+                .OldAnnotation("MySql:CharSet", "utf8mb4");
+
+            migrationBuilder.AddColumn<string>(
+                name: "ConditionId",
+                table: "Markets",
+                type: "varchar(256)",
+                maxLength: 256,
+                nullable: false,
+                defaultValue: "")
+                .Annotation("MySql:CharSet", "utf8mb4");
+
+            migrationBuilder.AddColumn<int>(
+                name: "EventId",
+                table: "Markets",
+                type: "int",
+                nullable: false,
+                defaultValue: 0);
+
+            migrationBuilder.AddColumn<string>(
+                name: "QuestionId",
+                table: "Markets",
+                type: "varchar(256)",
+                maxLength: 256,
+                nullable: false,
+                defaultValue: "")
+                .Annotation("MySql:CharSet", "utf8mb4");
+
+            migrationBuilder.AddColumn<decimal>(
+                name: "Volume24h",
+                table: "Markets",
+                type: "decimal(18,4)",
+                precision: 18,
+                scale: 4,
+                nullable: false,
+                defaultValue: 0m);
+
+            migrationBuilder.CreateTable(
+                name: "Events",
+                columns: table => new
+                {
+                    Id = table.Column<int>(type: "int", nullable: false)
+                        .Annotation("MySql:ValueGenerationStrategy", MySqlValueGenerationStrategy.IdentityColumn),
+                    Platform = table.Column<int>(type: "int", nullable: false),
+                    PlatformEventId = table.Column<long>(type: "bigint", nullable: false),
+                    Slug = table.Column<string>(type: "varchar(512)", maxLength: 512, nullable: false)
+                        .Annotation("MySql:CharSet", "utf8mb4"),
+                    Title = table.Column<string>(type: "varchar(1024)", maxLength: 1024, nullable: false)
+                        .Annotation("MySql:CharSet", "utf8mb4"),
+                    Description = table.Column<string>(type: "varchar(4096)", maxLength: 4096, nullable: true)
+                        .Annotation("MySql:CharSet", "utf8mb4"),
+                    ImageUrl = table.Column<string>(type: "varchar(1024)", maxLength: 1024, nullable: true)
+                        .Annotation("MySql:CharSet", "utf8mb4"),
+                    StartDate = table.Column<DateTime>(type: "datetime(6)", nullable: true),
+                    EndDate = table.Column<DateTime>(type: "datetime(6)", nullable: true),
+                    Tags = table.Column<string>(type: "varchar(1024)", maxLength: 1024, nullable: false)
+                        .Annotation("MySql:CharSet", "utf8mb4"),
+                    IsActive = table.Column<bool>(type: "tinyint(1)", nullable: false),
+                    IsClosed = table.Column<bool>(type: "tinyint(1)", nullable: false),
+                    CreatedAt = table.Column<DateTime>(type: "datetime(6)", nullable: false),
+                    DbCreatedAt = table.Column<DateTime>(type: "datetime(6)", nullable: false),
+                    LastUpdatedAt = table.Column<DateTime>(type: "datetime(6)", nullable: true)
+                },
+                constraints: table =>
+                {
+                    table.PrimaryKey("PK_Events", x => x.Id);
+                })
+                .Annotation("MySql:CharSet", "utf8mb4");
+
+            migrationBuilder.CreateIndex(
+                name: "IX_Markets_EventId",
+                table: "Markets",
+                column: "EventId");
+
+            migrationBuilder.CreateIndex(
+                name: "IX_Events_Platform_PlatformEventId",
+                table: "Events",
+                columns: new[] { "Platform", "PlatformEventId" },
+                unique: true);
+
+            migrationBuilder.AddForeignKey(
+                name: "FK_Markets_Events_EventId",
+                table: "Markets",
+                column: "EventId",
+                principalTable: "Events",
+                principalColumn: "Id",
+                onDelete: ReferentialAction.Cascade);
+        }
+
+        /// <inheritdoc />
+        protected override void Down(MigrationBuilder migrationBuilder)
+        {
+            migrationBuilder.DropForeignKey(
+                name: "FK_Markets_Events_EventId",
+                table: "Markets");
+
+            migrationBuilder.DropTable(
+                name: "Events");
+
+            migrationBuilder.DropIndex(
+                name: "IX_Markets_EventId",
+                table: "Markets");
+
+            migrationBuilder.DropColumn(
+                name: "ConditionId",
+                table: "Markets");
+
+            migrationBuilder.DropColumn(
+                name: "EventId",
+                table: "Markets");
+
+            migrationBuilder.DropColumn(
+                name: "QuestionId",
+                table: "Markets");
+
+            migrationBuilder.DropColumn(
+                name: "Volume24h",
+                table: "Markets");
+
+            migrationBuilder.AlterColumn<string>(
+                name: "PlatformMarketId",
+                table: "Markets",
+                type: "varchar(256)",
+                maxLength: 256,
+                nullable: false,
+                oldClrType: typeof(long),
+                oldType: "bigint")
+                .Annotation("MySql:CharSet", "utf8mb4");
+
+            migrationBuilder.AddColumn<string>(
+                name: "EventSlug",
+                table: "Markets",
+                type: "varchar(512)",
+                maxLength: 512,
+                nullable: false,
+                defaultValue: "")
+                .Annotation("MySql:CharSet", "utf8mb4");
+        }
+    }
+}

src/Predictalytics.Infrastructure/Migrations/20260704120722_AddAiStrategyFields.Designer.cs

@@ -0,0 +1,850 @@
+// <auto-generated />
+using System;
+using Microsoft.EntityFrameworkCore;
+using Microsoft.EntityFrameworkCore.Infrastructure;
+using Microsoft.EntityFrameworkCore.Metadata;
+using Microsoft.EntityFrameworkCore.Migrations;
+using Microsoft.EntityFrameworkCore.Storage.ValueConversion;
+using Predictalytics.Infrastructure.Data;
+
+#nullable disable
+
+namespace Predictalytics.Infrastructure.Migrations
+{
+    [DbContext(typeof(AppDbContext))]
+    [Migration("20260704120722_AddAiStrategyFields")]
+    partial class AddAiStrategyFields
+    {
+        /// <inheritdoc />
+        protected override void BuildTargetModel(ModelBuilder modelBuilder)
+        {
+#pragma warning disable 612, 618
+            modelBuilder
+                .HasAnnotation("ProductVersion", "8.0.11")
+                .HasAnnotation("Relational:MaxIdentifierLength", 64);
+
+            MySqlModelBuilderExtensions.AutoIncrementColumns(modelBuilder);
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Alert", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<DateTime>("CreatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<bool>("IsRead")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<string>("Message")
+                        .IsRequired()
+                        .HasMaxLength(4096)
+                        .HasColumnType("varchar(4096)");
+
+                    b.Property<int>("Platform")
+                        .HasColumnType("int");
+
+                    b.Property<int>("Severity")
+                        .HasColumnType("int");
+
+                    b.Property<string>("Title")
+                        .IsRequired()
+                        .HasMaxLength(512)
+                        .HasColumnType("varchar(512)");
+
+                    b.Property<int?>("TraderId")
+                        .HasColumnType("int");
+
+                    b.Property<int>("Type")
+                        .HasColumnType("int");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("CreatedAt");
+
+                    b.HasIndex("TraderId");
+
+                    b.ToTable("Alerts");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Event", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<DateTime>("CreatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<DateTime>("DbCreatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<string>("Description")
+                        .HasMaxLength(4096)
+                        .HasColumnType("varchar(4096)");
+
+                    b.Property<DateTime?>("EndDate")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<string>("ImageUrl")
+                        .HasMaxLength(1024)
+                        .HasColumnType("varchar(1024)");
+
+                    b.Property<bool>("IsActive")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<bool>("IsClosed")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<DateTime?>("LastUpdatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<int>("Platform")
+                        .HasColumnType("int");
+
+                    b.Property<long>("PlatformEventId")
+                        .HasColumnType("bigint");
+
+                    b.Property<string>("Slug")
+                        .IsRequired()
+                        .HasMaxLength(512)
+                        .HasColumnType("varchar(512)");
+
+                    b.Property<DateTime?>("StartDate")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<string>("Tags")
+                        .IsRequired()
+                        .HasMaxLength(1024)
+                        .HasColumnType("varchar(1024)");
+
+                    b.Property<string>("Title")
+                        .IsRequired()
+                        .HasMaxLength(1024)
+                        .HasColumnType("varchar(1024)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("Platform", "PlatformEventId")
+                        .IsUnique();
+
+                    b.ToTable("Events");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Market", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<string>("Category")
+                        .IsRequired()
+                        .HasMaxLength(128)
+                        .HasColumnType("varchar(128)");
+
+                    b.Property<string>("ConditionId")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.Property<DateTime>("CreatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<DateTime>("DbCreatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<string>("Description")
+                        .HasMaxLength(4096)
+                        .HasColumnType("varchar(4096)");
+
+                    b.Property<DateTime?>("EndDate")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<int>("EventId")
+                        .HasColumnType("int");
+
+                    b.Property<string>("ImageUrl")
+                        .HasMaxLength(1024)
+                        .HasColumnType("varchar(1024)");
+
+                    b.Property<bool>("IsResolved")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<DateTime?>("LastTradesUpdatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<DateTime?>("LastUpdatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<decimal>("Liquidity")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<string>("MarketSlug")
+                        .IsRequired()
+                        .HasMaxLength(512)
+                        .HasColumnType("varchar(512)");
+
+                    b.Property<int>("Platform")
+                        .HasColumnType("int");
+
+                    b.Property<long>("PlatformMarketId")
+                        .HasColumnType("bigint");
+
+                    b.Property<string>("Question")
+                        .IsRequired()
+                        .HasMaxLength(1024)
+                        .HasColumnType("varchar(1024)");
+
+                    b.Property<string>("QuestionId")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.Property<string>("ResolutionOutcome")
+                        .HasColumnType("longtext");
+
+                    b.Property<DateTime?>("StartDate")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<decimal>("Volume")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("Volume24h")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("EventId");
+
+                    b.HasIndex("Platform", "PlatformMarketId")
+                        .IsUnique();
+
+                    b.ToTable("Markets");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.MarketAnalytics", b =>
+                {
+                    b.Property<int>("MarketId")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("AverageTradeSize")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("BotActivityScore")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<DateTime>("LastCalculatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<int>("UniqueTradersCount")
+                        .HasColumnType("int");
+
+                    b.HasKey("MarketId");
+
+                    b.ToTable("MarketAnalytics");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.MarketOutcome", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<decimal>("CurrentPrice")
+                        .HasPrecision(18, 8)
+                        .HasColumnType("decimal(18,8)");
+
+                    b.Property<string>("Label")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.Property<int>("MarketId")
+                        .HasColumnType("int");
+
+                    b.Property<int>("OutcomeIndex")
+                        .HasColumnType("int");
+
+                    b.Property<string>("TokenId")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("TokenId");
+
+                    b.HasIndex("MarketId", "OutcomeIndex")
+                        .IsUnique();
+
+                    b.ToTable("MarketOutcomes");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.MarketOutcomePriceSnapshot", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<int>("MarketOutcomeId")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("Price")
+                        .HasPrecision(10, 6)
+                        .HasColumnType("decimal(10,6)");
+
+                    b.Property<DateTime>("Timestamp")
+                        .HasColumnType("datetime(6)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("MarketOutcomeId", "Timestamp");
+
+                    b.ToTable("MarketOutcomePriceSnapshots");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.PlatformConfig", b =>
+                {
+                    b.Property<int>("Id")
+                        .HasColumnType("int");
+
+                    b.Property<string>("BaseUrl")
+                        .HasMaxLength(1024)
+                        .HasColumnType("varchar(1024)");
+
+                    b.Property<DateTime>("CreatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<string>("DisplayName")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.Property<bool>("IsActive")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<string>("Name")
+                        .IsRequired()
+                        .HasMaxLength(128)
+                        .HasColumnType("varchar(128)");
+
+                    b.Property<string>("SettingsJson")
+                        .HasColumnType("longtext");
+
+                    b.Property<DateTime>("UpdatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.HasKey("Id");
+
+                    b.ToTable("PlatformConfigs");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Trade", b =>
+                {
+                    b.Property<long>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("bigint");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<long>("Id"));
+
+                    b.Property<decimal>("Amount")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<string>("AssetId")
+                        .IsRequired()
+                        .HasMaxLength(80)
+                        .HasColumnType("varchar(80)");
+
+                    b.Property<int?>("DbMarketId")
+                        .HasColumnType("int");
+
+                    b.Property<DateTime>("ExecutedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<bool>("IsContextEnriched")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<string>("MarketId")
+                        .IsRequired()
+                        .HasMaxLength(66)
+                        .HasColumnType("varchar(66)");
+
+                    b.Property<int?>("MarketOutcomeId")
+                        .HasColumnType("int");
+
+                    b.Property<string>("Outcome")
+                        .IsRequired()
+                        .HasMaxLength(128)
+                        .HasColumnType("varchar(128)");
+
+                    b.Property<int>("Platform")
+                        .HasColumnType("int");
+
+                    b.Property<string>("PlatformTradeId")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.Property<decimal?>("PostTradePrice1m")
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal?>("PreTradePrice1m")
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("Price")
+                        .HasPrecision(10, 6)
+                        .HasColumnType("decimal(10,6)");
+
+                    b.Property<int>("Side")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("Size")
+                        .HasPrecision(14, 6)
+                        .HasColumnType("decimal(14,6)");
+
+                    b.Property<int>("TraderId")
+                        .HasColumnType("int");
+
+                    b.Property<string>("TransactionHash")
+                        .HasMaxLength(66)
+                        .HasColumnType("varchar(66)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("AssetId");
+
+                    b.HasIndex("DbMarketId");
+
+                    b.HasIndex("ExecutedAt");
+
+                    b.HasIndex("MarketOutcomeId");
+
+                    b.HasIndex("TraderId");
+
+                    b.HasIndex("Platform", "PlatformTradeId")
+                        .IsUnique();
+
+                    b.ToTable("Trades");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Trader", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<string>("AiStrategySummary")
+                        .HasColumnType("longtext");
+
+                    b.Property<DateTime?>("AiStrategyUpdatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<DateTime>("CreatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<string>("DisplayName")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.Property<bool>("IsAutoDiscovered")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<bool>("IsInitialImportComplete")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<bool>("IsSuspectedBot")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<DateTime?>("LastApiErrorAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<DateTime?>("LastPolledAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<DateTime?>("LastTradesUpdatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<int?>("ManualPriorityOverride")
+                        .HasColumnType("int");
+
+                    b.Property<string>("Notes")
+                        .HasColumnType("longtext");
+
+                    b.Property<int>("Platform")
+                        .HasColumnType("int");
+
+                    b.Property<string>("PlatformUserId")
+                        .IsRequired()
+                        .HasMaxLength(128)
+                        .HasColumnType("varchar(128)");
+
+                    b.Property<int>("Strategy")
+                        .HasColumnType("int");
+
+                    b.Property<int>("Tier")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("TotalPnl")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<int>("TotalTrades")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("WinRate")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("Platform", "PlatformUserId")
+                        .IsUnique();
+
+                    b.ToTable("Traders");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.TraderAnalytics", b =>
+                {
+                    b.Property<int>("TraderId")
+                        .HasColumnType("int");
+
+                    b.Property<DateTime>("LastCalculatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<decimal>("OverallPnL")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("OverallWinRate")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<decimal>("PnL24h")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("PnL30d")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("PnL7d")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("WinRate24h")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<decimal>("WinRate30d")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<decimal>("WinRate7d")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.HasKey("TraderId");
+
+                    b.ToTable("TraderAnalytics");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.TraderPosition", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<decimal>("AvgCost")
+                        .HasPrecision(10, 6)
+                        .HasColumnType("decimal(10,6)");
+
+                    b.Property<DateTime>("LastUpdatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<int>("MarketOutcomeId")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("RealizedPnl")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal>("SharesHeld")
+                        .HasPrecision(14, 6)
+                        .HasColumnType("decimal(14,6)");
+
+                    b.Property<int>("TraderId")
+                        .HasColumnType("int");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("MarketOutcomeId");
+
+                    b.HasIndex("TraderId", "MarketOutcomeId")
+                        .IsUnique();
+
+                    b.ToTable("TraderPositions");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.TraderScore", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<decimal>("ActivityScore")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<DateTime>("CalculatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<decimal>("CombinedScore")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<decimal>("CopytradingScore")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<decimal>("QualityScore")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<int>("Rank")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("TimingScore")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.Property<int>("TraderId")
+                        .HasColumnType("int");
+
+                    b.Property<decimal>("VolumeScore")
+                        .HasPrecision(8, 4)
+                        .HasColumnType("decimal(8,4)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("TraderId")
+                        .IsUnique();
+
+                    b.ToTable("TraderScores");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.WatchlistEntry", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<DateTime>("AddedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<bool>("AlertsEnabled")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<string>("Label")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.Property<string>("Notes")
+                        .HasColumnType("longtext");
+
+                    b.Property<int>("TraderId")
+                        .HasColumnType("int");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("TraderId")
+                        .IsUnique();
+
+                    b.ToTable("WatchlistEntries");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Alert", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Trader", "Trader")
+                        .WithMany()
+                        .HasForeignKey("TraderId")
+                        .OnDelete(DeleteBehavior.SetNull);
+
+                    b.Navigation("Trader");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Market", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Event", "Event")
+                        .WithMany("Markets")
+                        .HasForeignKey("EventId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("Event");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.MarketAnalytics", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Market", "Market")
+                        .WithOne("Analytics")
+                        .HasForeignKey("Predictalytics.Domain.Entities.MarketAnalytics", "MarketId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("Market");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.MarketOutcome", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Market", "Market")
+                        .WithMany("Outcomes")
+                        .HasForeignKey("MarketId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("Market");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.MarketOutcomePriceSnapshot", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.MarketOutcome", "MarketOutcome")
+                        .WithMany()
+                        .HasForeignKey("MarketOutcomeId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("MarketOutcome");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Trade", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Market", "DbMarket")
+                        .WithMany()
+                        .HasForeignKey("DbMarketId")
+                        .OnDelete(DeleteBehavior.SetNull);
+
+                    b.HasOne("Predictalytics.Domain.Entities.MarketOutcome", "MarketOutcome")
+                        .WithMany()
+                        .HasForeignKey("MarketOutcomeId")
+                        .OnDelete(DeleteBehavior.SetNull);
+
+                    b.HasOne("Predictalytics.Domain.Entities.Trader", "Trader")
+                        .WithMany("Trades")
+                        .HasForeignKey("TraderId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("DbMarket");
+
+                    b.Navigation("MarketOutcome");
+
+                    b.Navigation("Trader");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.TraderAnalytics", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Trader", "Trader")
+                        .WithOne("Analytics")
+                        .HasForeignKey("Predictalytics.Domain.Entities.TraderAnalytics", "TraderId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("Trader");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.TraderPosition", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.MarketOutcome", "MarketOutcome")
+                        .WithMany()
+                        .HasForeignKey("MarketOutcomeId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.HasOne("Predictalytics.Domain.Entities.Trader", "Trader")
+                        .WithMany("Positions")
+                        .HasForeignKey("TraderId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("MarketOutcome");
+
+                    b.Navigation("Trader");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.TraderScore", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Trader", "Trader")
+                        .WithOne("CurrentScore")
+                        .HasForeignKey("Predictalytics.Domain.Entities.TraderScore", "TraderId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("Trader");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.WatchlistEntry", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Trader", "Trader")
+                        .WithMany("WatchlistEntries")
+                        .HasForeignKey("TraderId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("Trader");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Event", b =>
+                {
+                    b.Navigation("Markets");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Market", b =>
+                {
+                    b.Navigation("Analytics");
+
+                    b.Navigation("Outcomes");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Trader", b =>
+                {
+                    b.Navigation("Analytics");
+
+                    b.Navigation("CurrentScore");
+
+                    b.Navigation("Positions");
+
+                    b.Navigation("Trades");
+
+                    b.Navigation("WatchlistEntries");
+                });
+#pragma warning restore 612, 618
+        }
+    }
+}

src/Predictalytics.Infrastructure/Migrations/20260704120722_AddAiStrategyFields.cs

@@ -0,0 +1,40 @@
+using System;
+using Microsoft.EntityFrameworkCore.Migrations;
+
+#nullable disable
+
+namespace Predictalytics.Infrastructure.Migrations
+{
+    /// <inheritdoc />
+    public partial class AddAiStrategyFields : Migration
+    {
+        /// <inheritdoc />
+        protected override void Up(MigrationBuilder migrationBuilder)
+        {
+            migrationBuilder.AddColumn<string>(
+                name: "AiStrategySummary",
+                table: "Traders",
+                type: "longtext",
+                nullable: true)
+                .Annotation("MySql:CharSet", "utf8mb4");
+
+            migrationBuilder.AddColumn<DateTime>(
+                name: "AiStrategyUpdatedAt",
+                table: "Traders",
+                type: "datetime(6)",
+                nullable: true);
+        }
+
+        /// <inheritdoc />
+        protected override void Down(MigrationBuilder migrationBuilder)
+        {
+            migrationBuilder.DropColumn(
+                name: "AiStrategySummary",
+                table: "Traders");
+
+            migrationBuilder.DropColumn(
+                name: "AiStrategyUpdatedAt",
+                table: "Traders");
+        }
+    }
+}

src/Predictalytics.Infrastructure/Migrations/AppDbContextModelSnapshot.cs

@@ -67,7 +67,7 @@ namespace Predictalytics.Infrastructure.Migrations
                     b.ToTable("Alerts");
                 });
 
-            modelBuilder.Entity("Predictalytics.Domain.Entities.Market", b =>
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Event", b =>
                 {
                     b.Property<int>("Id")
                         .ValueGeneratedOnAdd()
@@ -75,11 +75,6 @@ namespace Predictalytics.Infrastructure.Migrations
 
                     MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
 
-                    b.Property<string>("Category")
-                        .IsRequired()
-                        .HasMaxLength(128)
-                        .HasColumnType("varchar(128)");
-
                     b.Property<DateTime>("CreatedAt")
                         .HasColumnType("datetime(6)");
 
@@ -93,11 +88,85 @@ namespace Predictalytics.Infrastructure.Migrations
                     b.Property<DateTime?>("EndDate")
                         .HasColumnType("datetime(6)");
 
-                    b.Property<string>("EventSlug")
+                    b.Property<string>("ImageUrl")
+                        .HasMaxLength(1024)
+                        .HasColumnType("varchar(1024)");
+
+                    b.Property<bool>("IsActive")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<bool>("IsClosed")
+                        .HasColumnType("tinyint(1)");
+
+                    b.Property<DateTime?>("LastUpdatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<int>("Platform")
+                        .HasColumnType("int");
+
+                    b.Property<long>("PlatformEventId")
+                        .HasColumnType("bigint");
+
+                    b.Property<string>("Slug")
                         .IsRequired()
                         .HasMaxLength(512)
                         .HasColumnType("varchar(512)");
 
+                    b.Property<DateTime?>("StartDate")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<string>("Tags")
+                        .IsRequired()
+                        .HasMaxLength(1024)
+                        .HasColumnType("varchar(1024)");
+
+                    b.Property<string>("Title")
+                        .IsRequired()
+                        .HasMaxLength(1024)
+                        .HasColumnType("varchar(1024)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("Platform", "PlatformEventId")
+                        .IsUnique();
+
+                    b.ToTable("Events");
+                });
+
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Market", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<string>("Category")
+                        .IsRequired()
+                        .HasMaxLength(128)
+                        .HasColumnType("varchar(128)");
+
+                    b.Property<string>("ConditionId")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
+                    b.Property<DateTime>("CreatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<DateTime>("DbCreatedAt")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<string>("Description")
+                        .HasMaxLength(4096)
+                        .HasColumnType("varchar(4096)");
+
+                    b.Property<DateTime?>("EndDate")
+                        .HasColumnType("datetime(6)");
+
+                    b.Property<int>("EventId")
+                        .HasColumnType("int");
+
                     b.Property<string>("ImageUrl")
                         .HasMaxLength(1024)
                         .HasColumnType("varchar(1024)");
@@ -123,16 +192,19 @@ namespace Predictalytics.Infrastructure.Migrations
                     b.Property<int>("Platform")
                         .HasColumnType("int");
 
-                    b.Property<string>("PlatformMarketId")
-                        .IsRequired()
-                        .HasMaxLength(256)
-                        .HasColumnType("varchar(256)");
+                    b.Property<long>("PlatformMarketId")
+                        .HasColumnType("bigint");
 
                     b.Property<string>("Question")
                         .IsRequired()
                         .HasMaxLength(1024)
                         .HasColumnType("varchar(1024)");
 
+                    b.Property<string>("QuestionId")
+                        .IsRequired()
+                        .HasMaxLength(256)
+                        .HasColumnType("varchar(256)");
+
                     b.Property<string>("ResolutionOutcome")
                         .HasColumnType("longtext");
 
@@ -143,8 +215,14 @@ namespace Predictalytics.Infrastructure.Migrations
                         .HasPrecision(18, 4)
                         .HasColumnType("decimal(18,4)");
 
+                    b.Property<decimal>("Volume24h")
+                        .HasPrecision(18, 4)
+                        .HasColumnType("decimal(18,4)");
+
                     b.HasKey("Id");
 
+                    b.HasIndex("EventId");
+
                     b.HasIndex("Platform", "PlatformMarketId")
                         .IsUnique();
 
@@ -297,6 +375,9 @@ namespace Predictalytics.Infrastructure.Migrations
                     b.Property<DateTime>("ExecutedAt")
                         .HasColumnType("datetime(6)");
 
+                    b.Property<bool>("IsContextEnriched")
+                        .HasColumnType("tinyint(1)");
+
                     b.Property<string>("MarketId")
                         .IsRequired()
                         .HasMaxLength(66)
@@ -318,6 +399,12 @@ namespace Predictalytics.Infrastructure.Migrations
                         .HasMaxLength(256)
                         .HasColumnType("varchar(256)");
 
+                    b.Property<decimal?>("PostTradePrice1m")
+                        .HasColumnType("decimal(18,4)");
+
+                    b.Property<decimal?>("PreTradePrice1m")
+                        .HasColumnType("decimal(18,4)");
+
                     b.Property<decimal>("Price")
                         .HasPrecision(10, 6)
                         .HasColumnType("decimal(10,6)");
@@ -362,6 +449,12 @@ namespace Predictalytics.Infrastructure.Migrations
 
                     MySqlPropertyBuilderExtensions.UseMySqlIdentityColumn(b.Property<int>("Id"));
 
+                    b.Property<string>("AiStrategySummary")
+                        .HasColumnType("longtext");
+
+                    b.Property<DateTime?>("AiStrategyUpdatedAt")
+                        .HasColumnType("datetime(6)");
+
                     b.Property<DateTime>("CreatedAt")
                         .HasColumnType("datetime(6)");
 
@@ -603,6 +696,17 @@ namespace Predictalytics.Infrastructure.Migrations
                     b.Navigation("Trader");
                 });
 
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Market", b =>
+                {
+                    b.HasOne("Predictalytics.Domain.Entities.Event", "Event")
+                        .WithMany("Markets")
+                        .HasForeignKey("EventId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("Event");
+                });
+
             modelBuilder.Entity("Predictalytics.Domain.Entities.MarketAnalytics", b =>
                 {
                     b.HasOne("Predictalytics.Domain.Entities.Market", "Market")
@@ -713,6 +817,11 @@ namespace Predictalytics.Infrastructure.Migrations
                     b.Navigation("Trader");
                 });
 
+            modelBuilder.Entity("Predictalytics.Domain.Entities.Event", b =>
+                {
+                    b.Navigation("Markets");
+                });
+
             modelBuilder.Entity("Predictalytics.Domain.Entities.Market", b =>
                 {
                     b.Navigation("Analytics");

src/Predictalytics.Infrastructure/Providers/Azuro/AzuroProvider.cs

@@ -31,8 +31,8 @@ public class AzuroProvider : IPlatformProvider
     public Task<Market?> GetMarketAsync(string platformMarketId, CancellationToken ct = default)
     { using var _ = PlatformLogContext.Push(PlatformName); _logger.LogWarning("Provider not yet implemented"); return Task.FromResult<Market?>(null); }
 
-    public Task<IReadOnlyList<Market>> GetMarketsAsync(int limit = 100, string? cursor = null, bool includeClosed = false, CancellationToken ct = default)
-    { using var _ = PlatformLogContext.Push(PlatformName); return Task.FromResult<IReadOnlyList<Market>>(Array.Empty<Market>()); }
+    public Task<IReadOnlyList<Event>> GetEventsAsync(int limit = 100, string? cursor = null, bool includeClosed = false, CancellationToken ct = default)
+    { using var _ = PlatformLogContext.Push(PlatformName); return Task.FromResult<IReadOnlyList<Event>>(Array.Empty<Event>()); }
 
     public Task<IReadOnlyList<DiscoveredTrader>> GetTopHoldersAsync(string platformMarketId, int limit = 20, CancellationToken ct = default)
     { using var _ = PlatformLogContext.Push(PlatformName); return Task.FromResult<IReadOnlyList<DiscoveredTrader>>(Array.Empty<DiscoveredTrader>()); }

src/Predictalytics.Infrastructure/Providers/Limitless/LimitlessApiClient.cs

@@ -23,6 +23,7 @@ public class LimitlessApiClient
         var url = $"markets/active?limit={Math.Min(limit, 25)}"; // Offset is not supported by this endpoint, limit max 25
         try
         {
+
             var response = await _client.GetAsync(url, ct);
             if (!response.IsSuccessStatusCode)
             {
@@ -45,6 +46,7 @@ public class LimitlessApiClient
         var url = $"markets/{addressOrSlug}";
         try
         {
+
             var response = await _client.GetAsync(url, ct);
             if (!response.IsSuccessStatusCode) return null;
             return await response.Content.ReadFromJsonAsync<LimitlessMarketResponse>(cancellationToken: ct);
@@ -61,6 +63,7 @@ public class LimitlessApiClient
         var url = $"portfolio/{walletAddress}/positions";
         try
         {
+
             var response = await _client.GetAsync(url, ct);
             if (!response.IsSuccessStatusCode)
             {
@@ -82,6 +85,7 @@ public class LimitlessApiClient
         var url = $"markets/{slug}/events?limit={limit}";
         try
         {
+
             var response = await _client.GetAsync(url, ct);
             if (!response.IsSuccessStatusCode) return [];
             var result = await response.Content.ReadFromJsonAsync<LimitlessEventsResponse>(cancellationToken: ct);

src/Predictalytics.Infrastructure/Providers/Limitless/LimitlessProvider.cs

@@ -164,17 +164,33 @@ public class LimitlessProvider : IPlatformProvider
         return MapLimitlessMarket(raw);
     }
 
-    public async Task<IReadOnlyList<Market>> GetMarketsAsync(int limit = 100, string? cursor = null, bool includeClosed = false, CancellationToken ct = default)
+    public async Task<IReadOnlyList<Event>> GetEventsAsync(int limit = 100, string? cursor = null, bool includeClosed = false, CancellationToken ct = default)
     {
         using var _ = PlatformLogContext.Push(PlatformName);
-        int.TryParse(cursor, out var offset);
-        
-        // Since Limitless /markets/active doesn't support offset, we only return the first page.
-        // Returning data for offset > 0 would cause an infinite loop in MarketSyncWorker.
-        if (offset > 0) return [];
+        var offset = 0;
+        if (!string.IsNullOrEmpty(cursor) && int.TryParse(cursor, out var parsed))
+            offset = parsed;
 
+        _logger.LogInformation("Fetching markets batch (limit={Limit}, offset={Offset})", limit, offset);
         var raw = await _api.GetActiveMarketsAsync(limit, offset, ct);
-        return raw.Select(MapLimitlessMarket).ToList();
+        _logger.LogInformation("Fetched {Count} markets from Limitless API", raw.Count);
+
+        var events = new List<Event>();
+        foreach (var r in raw)
+        {
+            var m = MapLimitlessMarket(r);
+            events.Add(new Event
+            {
+                Platform = PlatformType.Limitless,
+                PlatformEventId = m.PlatformMarketId, // Use market ID as Event ID
+                Slug = "limitless-" + m.ConditionId,
+                Title = m.Question,
+                DbCreatedAt = DateTime.UtcNow,
+                LastUpdatedAt = DateTime.UtcNow,
+                Markets = new List<Market> { m }
+            });
+        }
+        return events;
     }
 
     public async Task<IReadOnlyList<DiscoveredTrader>> GetTopHoldersAsync(string platformMarketId, int limit = 20, CancellationToken ct = default)
@@ -229,12 +245,13 @@ public class LimitlessProvider : IPlatformProvider
 
     private Market MapLimitlessMarket(LimitlessMarketResponse raw)
     {
+        var conditionId = raw.Address ?? raw.Slug ?? Guid.NewGuid().ToString();
         var market = new Market
         {
             Platform = PlatformType.Limitless,
-            PlatformMarketId = raw.Address ?? raw.Slug ?? "",
+            ConditionId = conditionId,
+            PlatformMarketId = GetStableHashCode(conditionId),
             MarketSlug = raw.Slug ?? "",
-            EventSlug = "", // Limitless doesn't seem to have a clear Event/Market split in this model
             Question = raw.Title ?? "",
             Description = raw.Description ?? "",
             Category = raw.Categories?.FirstOrDefault() ?? "",
@@ -279,4 +296,15 @@ public class LimitlessProvider : IPlatformProvider
         if (sideStr == "0" || sideStr == "BUY") return TradeSide.Buy;
         return TradeSide.Sell;
     }
+
+    private static long GetStableHashCode(string str)
+    {
+        unchecked
+        {
+            long hash = 23;
+            foreach (char c in str)
+                hash = hash * 31 + c;
+            return hash;
+        }
+    }
 }

src/Predictalytics.Infrastructure/Providers/OpenRouter/OpenRouterApiClient.cs

@@ -0,0 +1,88 @@
+using System;
+using System.Net.Http;
+using System.Net.Http.Headers;
+using System.Net.Http.Json;
+using System.Text.Json;
+using System.Text.Json.Serialization;
+using System.Threading;
+using System.Threading.Tasks;
+using Microsoft.Extensions.Configuration;
+using Microsoft.Extensions.Logging;
+using Predictalytics.Application.Interfaces;
+
+namespace Predictalytics.Infrastructure.Providers.OpenRouter;
+
+public class OpenRouterApiClient : IOpenRouterApiClient
+{
+    private readonly HttpClient _httpClient;
+    private readonly IConfiguration _config;
+    private readonly ILogger<OpenRouterApiClient> _logger;
+
+    public OpenRouterApiClient(HttpClient httpClient, IConfiguration config, ILogger<OpenRouterApiClient> logger)
+    {
+        _httpClient = httpClient;
+        _config = config;
+        _logger = logger;
+
+        var baseUrl = _config["OpenRouter:BaseUrl"] ?? "https://openrouter.ai/api/v1";
+        var apiKey = _config["OpenRouter:ApiKey"];
+        
+        _httpClient.BaseAddress = new Uri(baseUrl.EndsWith("/") ? baseUrl : baseUrl + "/");
+        if (!string.IsNullOrEmpty(apiKey))
+        {
+            _httpClient.DefaultRequestHeaders.Authorization = new AuthenticationHeaderValue("Bearer", apiKey);
+        }
+        // OpenRouter recommends adding a referer and title for ranking
+        _httpClient.DefaultRequestHeaders.Add("HTTP-Referer", "http://localhost");
+        _httpClient.DefaultRequestHeaders.Add("X-Title", "Predictalytics");
+    }
+
+    public async Task<string> GenerateChatCompletionAsync(string prompt, bool useManualModel = false, CancellationToken ct = default)
+    {
+        var model = useManualModel 
+            ? _config["OpenRouter:ManualAnalysisModel"] ?? "anthropic/claude-3-opus"
+            : _config["OpenRouter:DefaultModel"] ?? "google/gemini-flash-1.5";
+
+        var requestBody = new
+        {
+            model = model,
+            messages = new[]
+            {
+                new { role = "system", content = "You are an expert crypto and prediction market analyst. You analyze a trader's history and deduce their strategy, strengths, and weaknesses." },
+                new { role = "user", content = prompt }
+            }
+        };
+
+        try
+        {
+            var response = await _httpClient.PostAsJsonAsync("chat/completions", requestBody, ct);
+            response.EnsureSuccessStatusCode();
+
+            var result = await response.Content.ReadFromJsonAsync<OpenRouterResponse>(cancellationToken: ct);
+            return result?.Choices?[0]?.Message?.Content ?? "No response generated.";
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError(ex, "Failed to generate chat completion from OpenRouter using model {Model}", model);
+            return $"Error: {ex.Message}";
+        }
+    }
+
+    private class OpenRouterResponse
+    {
+        [JsonPropertyName("choices")]
+        public Choice[]? Choices { get; set; }
+    }
+
+    private class Choice
+    {
+        [JsonPropertyName("message")]
+        public Message? Message { get; set; }
+    }
+
+    private class Message
+    {
+        [JsonPropertyName("content")]
+        public string? Content { get; set; }
+    }
+}

src/Predictalytics.Infrastructure/Providers/Polymarket/PolymarketApiClient.cs

@@ -43,39 +43,39 @@ public class PolymarketApiClient
     public async Task<List<PolymarketTradeResponse>> GetTradesAsync(string walletAddress, int limit = 1000, CancellationToken ct = default)
     {
         var url = $"/activity?user={walletAddress}&limit={limit}";
-        return await ExecuteWithRetryAsync<List<PolymarketTradeResponse>>(_client, url, ct) ?? [];
+        return await ExecuteWithRetryAsync<List<PolymarketTradeResponse>>(_client, url, "Data", ct) ?? [];
     }
 
     public async Task<List<PolymarketTradeResponse>> GetMarketTradesAsync(string conditionId, int limit = 1000, CancellationToken ct = default)
     {
         var url = $"/trades?condition_id={conditionId}&limit={limit}";
-        return await ExecuteWithRetryAsync<List<PolymarketTradeResponse>>(_client, url, ct) ?? [];
+        return await ExecuteWithRetryAsync<List<PolymarketTradeResponse>>(_client, url, "Data", ct) ?? [];
     }
 
     public async Task<List<PolymarketPositionResponse>> GetPositionsAsync(string walletAddress, CancellationToken ct = default)
     {
         var url = $"/positions?user={walletAddress}&sizeThreshold=0.1&sortBy=CURRENT&sortOrder=DESC";
-        return await ExecuteWithRetryAsync<List<PolymarketPositionResponse>>(_client, url, ct) ?? [];
+        return await ExecuteWithRetryAsync<List<PolymarketPositionResponse>>(_client, url, "Data", ct) ?? [];
     }
 
     public async Task<GammaMarketResponse?> GetMarketAsync(string conditionId, CancellationToken ct = default)
     {
         var url = $"/markets?condition_id={conditionId}";
-        var results = await ExecuteWithRetryAsync<List<GammaMarketResponse>>(_gammaClient, url, ct);
+        var results = await ExecuteWithRetryAsync<List<GammaMarketResponse>>(_gammaClient, url, "Gamma", ct);
         return results?.FirstOrDefault();
     }
 
     /// <summary>
-    /// Fetch a batch of markets from the Gamma API with pagination.
+    /// Fetch a batch of events (and their nested markets) from the Gamma API with pagination.
     /// Supports offset-based pagination via the offset parameter.
     /// </summary>
-    public async Task<List<GammaMarketResponse>> GetMarketsAsync(int limit = 1000, int offset = 0, bool includeClosed = false, CancellationToken ct = default)
+    public async Task<List<GammaEventResponse>> GetEventsAsync(int limit = 100, int offset = 0, bool includeClosed = false, CancellationToken ct = default)
     {
         var activeOnly = !includeClosed;
-        var url = $"/markets?limit={limit}&offset={offset}&active={activeOnly.ToString().ToLower()}&closed={includeClosed.ToString().ToLower()}";
-        _logger.LogDebug("Fetching markets: {Url}", url);
-        var result = await ExecuteWithRetryAsync<List<GammaMarketResponse>>(_gammaClient, url, ct);
-        _logger.LogInformation("Fetched {Count} markets (offset={Offset}, closed={Closed})", result?.Count ?? 0, offset, includeClosed);
+        var url = $"/events?limit={limit}&offset={offset}&active={activeOnly.ToString().ToLower()}&closed={includeClosed.ToString().ToLower()}";
+        _logger.LogDebug("Fetching events: {Url}", url);
+        var result = await ExecuteWithRetryAsync<List<GammaEventResponse>>(_gammaClient, url, "Gamma", ct);
+        _logger.LogInformation("Fetched {Count} events (offset={Offset}, closed={Closed})", result?.Count ?? 0, offset, includeClosed);
         return result ?? [];
     }
 
@@ -87,7 +87,7 @@ public class PolymarketApiClient
     {
         var url = $"/holders?market={conditionId}&limit={limit}";
         _logger.LogDebug("Fetching holders: {Url}", url);
-        var result = await ExecuteWithRetryAsync<List<HoldersResponse>>(_client, url, ct);
+        var result = await ExecuteWithRetryAsync<List<HoldersResponse>>(_client, url, "Data", ct);
         _logger.LogInformation("Fetched holders for {Market}: {Count} token groups",
             conditionId.Length > 12 ? conditionId[..12] + "..." : conditionId, result?.Count ?? 0);
         return result ?? [];
@@ -106,13 +106,15 @@ public class PolymarketApiClient
     {
         var url = $"/v1/leaderboard?limit={Math.Min(limit, 50)}&time_period={timePeriod}&order_by={orderBy}&category={category}";
         _logger.LogDebug("Fetching leaderboard: {Url}", url);
-        var result = await ExecuteWithRetryAsync<List<LeaderboardEntry>>(_client, url, ct);
+        var result = await ExecuteWithRetryAsync<List<LeaderboardEntry>>(_client, url, "Data", ct);
         _logger.LogInformation("Leaderboard returned {Count} entries", result?.Count ?? 0);
         return result ?? [];
     }
 
-    private async Task<T?> ExecuteWithRetryAsync<T>(HttpClient client, string url, CancellationToken ct, int attempt = 1)
+    private async Task<T?> ExecuteWithRetryAsync<T>(HttpClient client, string url, string endpointGroup, CancellationToken ct, int attempt = 1)
     {
+        await _rateLimiter.WaitAsync(PlatformType.Polymarket, ct, endpointGroup);
+
         try
         {
             var response = await client.GetAsync(url, ct);
@@ -135,15 +137,14 @@ public class PolymarketApiClient
                     waitTime = TimeSpan.FromSeconds(30);
                 }
 
-                _logger.LogWarning("⚠️ Rate limit exceeded (429) for Polymarket. Pausing for {WaitTime}s...", (int)waitTime.TotalSeconds);
+                _logger.LogWarning("⚠️ Rate limit exceeded (429) for Polymarket {Group}. Pausing for {WaitTime}s...", endpointGroup, (int)waitTime.TotalSeconds);
                 
-                _rateLimiter.ReportRateLimitExceeded(PlatformType.Polymarket, waitTime);
+                _rateLimiter.ReportRateLimitExceeded(PlatformType.Polymarket, waitTime, endpointGroup);
                 
                 if (attempt < 3)
                 {
-                    await _rateLimiter.WaitAsync(PlatformType.Polymarket, ct);
                     _logger.LogWarning("Retrying {Url} (attempt {NextAttempt})...", url, attempt + 1);
-                    return await ExecuteWithRetryAsync<T>(client, url, ct, attempt + 1);
+                    return await ExecuteWithRetryAsync<T>(client, url, endpointGroup, ct, attempt + 1);
                 }
                 
                 return default;
@@ -172,7 +173,7 @@ public class PolymarketApiClient
     public async Task<List<PriceHistoryEntry>> GetPricesHistoryAsync(string clobTokenId, string interval = "6h", CancellationToken ct = default)
     {
         var url = $"/prices-history?market={clobTokenId}&interval={interval}";
-        var result = await ExecuteWithRetryAsync<PolymarketPriceHistoryResponse>(_clobClient, url, ct);
+        var result = await ExecuteWithRetryAsync<PolymarketPriceHistoryResponse>(_clobClient, url, "Clob", ct);
         return result?.History ?? [];
     }
 }

src/Predictalytics.Infrastructure/Providers/Polymarket/PolymarketModels.cs

@@ -109,6 +109,7 @@ public class GammaMarketResponse
 {
     [JsonPropertyName("id")] public string Id { get; set; } = "";
     [JsonPropertyName("conditionId")] public string ConditionId { get; set; } = "";
+    [JsonPropertyName("questionID")] public string QuestionId { get; set; } = "";
     [JsonPropertyName("question")] public string Question { get; set; } = "";
     [JsonPropertyName("slug")] public string Slug { get; set; } = "";
     [JsonPropertyName("description")] public string? Description { get; set; }
@@ -121,11 +122,16 @@ public class GammaMarketResponse
     [JsonConverter(typeof(FlexibleDoubleConverter))]
     public double Volume { get; set; }
 
+    [JsonPropertyName("volume24hr")]
+    [JsonConverter(typeof(FlexibleDoubleConverter))]
+    public double Volume24hr { get; set; }
+
     [JsonPropertyName("liquidityNum")]
     [JsonConverter(typeof(FlexibleDoubleConverter))]
     public double Liquidity { get; set; }
 
-    [JsonPropertyName("endDateIso")] public string? EndDate { get; set; }
+    [JsonPropertyName("endDateIso")] public string? EndDateIso { get; set; }
+    [JsonPropertyName("endDate")] public string? EndDate { get; set; }
     [JsonPropertyName("startDate")] public string? StartDate { get; set; }
     [JsonPropertyName("createdAt")] public string? CreatedAt { get; set; }
     [JsonPropertyName("closed")] public bool Closed { get; set; }
@@ -136,7 +142,7 @@ public class GammaMarketResponse
     /// <summary>JSON string of outcomes, e.g. "[\"Yes\", \"No\"]"</summary>
     [JsonPropertyName("outcomes")] public string? Outcomes { get; set; }
 
-    /// <summary>JSON string of outcome prices, e.g. "[\"0.55\", \"0.45\"]"</summary>
+    /// <summary>JSON string of outcomePrices, e.g. "[\"0.55\", \"0.45\"]"</summary>
     [JsonPropertyName("outcomePrices")] public string? OutcomePrices { get; set; }
 
     /// <summary>JSON string of CLOB token IDs, e.g. "[\"12345...\", \"67890...\"]"</summary>
@@ -148,6 +154,22 @@ public class GammaEventResponse
     [JsonPropertyName("id")] public string Id { get; set; } = "";
     [JsonPropertyName("slug")] public string Slug { get; set; } = "";
     [JsonPropertyName("title")] public string Title { get; set; } = "";
+    [JsonPropertyName("description")] public string? Description { get; set; }
+    [JsonPropertyName("image")] public string? Image { get; set; }
+    [JsonPropertyName("startDate")] public string? StartDate { get; set; }
+    [JsonPropertyName("endDate")] public string? EndDate { get; set; }
+    [JsonPropertyName("createdAt")] public string? CreatedAt { get; set; }
+    [JsonPropertyName("active")] public bool Active { get; set; }
+    [JsonPropertyName("closed")] public bool Closed { get; set; }
+    [JsonPropertyName("tags")] public List<GammaTagResponse> Tags { get; set; } = [];
+    [JsonPropertyName("markets")] public List<GammaMarketResponse> Markets { get; set; } = [];
+}
+
+public class GammaTagResponse
+{
+    [JsonPropertyName("id")] public string Id { get; set; } = "";
+    [JsonPropertyName("label")] public string Label { get; set; } = "";
+    [JsonPropertyName("slug")] public string Slug { get; set; } = "";
 }
 
 // ═══════════════════════════════════════════════════════

src/Predictalytics.Infrastructure/Providers/Polymarket/PolymarketProvider.cs

@@ -32,17 +32,19 @@ public class PolymarketProvider : IPlatformProvider
 
         var mappedTrades = raw.Select(r =>
         {
-            var wallet = r.User ?? r.ProxyWallet ?? "";
+            var wallet = !string.IsNullOrEmpty(r.User) ? r.User : 
+                         !string.IsNullOrEmpty(r.ProxyWallet) ? r.ProxyWallet : 
+                         platformUserId;
             var side = MapTradeSide(r);
             var sideStr = side.ToString().ToUpperInvariant();
-            // Compact format: {txHash}_{assetId}_{side} — no wallet in ID to reduce index size.
-            // Wallet passed transiently via TransientWallet [NotMapped] for MarketHistoryWorker.
+            // Format: {txHash}_{wallet}_{assetId}_{side}
+            // Wallet must be included to avoid cross-user collisions in the global IX_Trades_Platform_PlatformTradeId index.
             return new Trade
             {
                 Platform = PlatformType.Polymarket,
                 PlatformTradeId = string.IsNullOrEmpty(r.TransactionHash)
-                    ? $"{r.Timestamp}_{r.Asset}_{sideStr}"
-                    : $"{r.TransactionHash}_{r.Asset}_{sideStr}",
+                    ? $"{r.Timestamp}_{wallet}_{r.Asset}_{sideStr}"
+                    : $"{r.TransactionHash.ToLowerInvariant()}_{wallet}_{r.Asset}_{sideStr}",
                 MarketId = r.ConditionId ?? "",
                 AssetId = r.Asset ?? "",
                 Outcome = r.Outcome ?? "",
@@ -51,13 +53,13 @@ public class PolymarketProvider : IPlatformProvider
                 Size = (decimal)r.Size,
                 Amount = (decimal)(r.Price * r.Size),
                 ExecutedAt = DateTimeOffset.FromUnixTimeSeconds(r.Timestamp).UtcDateTime,
-                TransactionHash = r.TransactionHash,
+                TransactionHash = r.TransactionHash?.ToLowerInvariant(),
                 TraderId = 0,
                 TransientWallet = wallet,
             };
         }).ToList();
 
-        return mappedTrades.GroupBy(t => t.PlatformTradeId).Select(g => g.First()).ToList();
+        return mappedTrades.GroupBy(t => t.PlatformTradeId, StringComparer.OrdinalIgnoreCase).Select(g => g.First()).ToList();
     }
 
 
@@ -75,8 +77,8 @@ public class PolymarketProvider : IPlatformProvider
             {
                 Platform = PlatformType.Polymarket,
                 PlatformTradeId = string.IsNullOrEmpty(r.TransactionHash)
-                    ? $"{r.Timestamp}_{r.Asset}_{sideStr}"
-                    : $"{r.TransactionHash}_{r.Asset}_{sideStr}",
+                    ? $"{r.Timestamp}_{wallet}_{r.Asset}_{sideStr}"
+                    : $"{r.TransactionHash.ToLowerInvariant()}_{wallet}_{r.Asset}_{sideStr}",
                 MarketId = r.ConditionId ?? "",
                 AssetId = r.Asset ?? "",
                 Outcome = r.Outcome ?? "",
@@ -127,33 +129,76 @@ public class PolymarketProvider : IPlatformProvider
     public async Task<Market?> GetMarketAsync(string platformMarketId, CancellationToken ct = default)
     {
         using var _ = PlatformLogContext.Push(PlatformName);
-        _logger.LogDebug("Fetching market {MarketId}", platformMarketId);
         var raw = await _api.GetMarketAsync(platformMarketId, ct);
-        if (raw == null)
+        if (raw == null || string.IsNullOrEmpty(raw.ConditionId)) return null;
+
+        var parentTags = "";
+        if (raw.Events != null && raw.Events.Count > 0)
         {
-            _logger.LogWarning("Market {MarketId} not found", platformMarketId);
-            return null;
+            var ev = raw.Events[0];
+            parentTags = ev.Tags != null ? string.Join(", ", ev.Tags.Select(t => t.Label)) : "";
+        }
+        var market = MapGammaMarket(raw, parentTags);
+
+        // Map the parent Event if available in the Market response
+        if (raw.Events != null && raw.Events.Count > 0)
+        {
+            var rawEv = raw.Events[0];
+            long.TryParse(rawEv.Id, out var numericEventId);
+            market.Event = new Event
+            {
+                Platform = PlatformType.Polymarket,
+                PlatformEventId = numericEventId,
+                Slug = rawEv.Slug,
+                Title = rawEv.Title,
+                Description = rawEv.Description,
+                ImageUrl = rawEv.Image,
+                StartDate = DateTime.TryParse(rawEv.StartDate, out var esd) ? esd : null,
+                EndDate = DateTime.TryParse(rawEv.EndDate, out var eed) ? eed : null,
+                CreatedAt = DateTime.TryParse(rawEv.CreatedAt, out var ecd) ? ecd : DateTime.UtcNow,
+                DbCreatedAt = DateTime.UtcNow,
+                IsActive = rawEv.Active,
+                IsClosed = rawEv.Closed,
+                Tags = rawEv.Tags != null && rawEv.Tags.Count > 0 ? string.Join(", ", rawEv.Tags.Select(t => t.Label)) : string.Empty,
+                LastUpdatedAt = DateTime.UtcNow
+            };
+        }
+        else
+        {
+            // Fallback empty event if missing (should rarely happen for valid Polymarket markets)
+            market.Event = new Event
+            {
+                Platform = PlatformType.Polymarket,
+                Slug = "unknown-" + market.ConditionId,
+                Title = "Unknown Event",
+                DbCreatedAt = DateTime.UtcNow,
+                LastUpdatedAt = DateTime.UtcNow
+            };
         }
 
         _logger.LogInformation("Fetched market: {Question}", raw.Question);
-        return MapGammaMarket(raw);
+        return market;
     }
 
-    public async Task<IReadOnlyList<Market>> GetMarketsAsync(int limit = 100, string? cursor = null, bool includeClosed = false, CancellationToken ct = default)
+    public async Task<IReadOnlyList<Event>> GetEventsAsync(int limit = 100, string? cursor = null, bool includeClosed = false, CancellationToken ct = default)
     {
         using var _ = PlatformLogContext.Push(PlatformName);
         int offset = 0;
         if (!string.IsNullOrEmpty(cursor) && int.TryParse(cursor, out var parsed))
             offset = parsed;
 
-        _logger.LogInformation("Fetching markets batch (limit={Limit}, offset={Offset}, includeClosed={Closed})", limit, offset, includeClosed);
-        var raw = await _api.GetMarketsAsync(limit, offset, includeClosed, ct);
-        _logger.LogInformation("Fetched {Count} markets from Gamma API", raw.Count);
+        _logger.LogInformation("Fetching events batch (limit={Limit}, offset={Offset}, includeClosed={Closed})", limit, offset, includeClosed);
+        var rawEvents = await _api.GetEventsAsync(limit, offset, includeClosed, ct);
+        _logger.LogInformation("Fetched {Count} events from Gamma API", rawEvents.Count);
 
-        return raw
-            .Where(m => !string.IsNullOrEmpty(m.ConditionId) && !string.IsNullOrEmpty(m.ClobTokenIds))
-            .Select(MapGammaMarket)
-            .ToList();
+        var events = new List<Event>();
+        foreach (var rawEvent in rawEvents)
+        {
+            var ev = MapGammaEvent(rawEvent);
+            events.Add(ev);
+        }
+
+        return events;
     }
 
     public async Task<IReadOnlyList<DiscoveredTrader>> GetTopHoldersAsync(string platformMarketId, int limit = 20, CancellationToken ct = default)
@@ -192,31 +237,67 @@ public class PolymarketProvider : IPlatformProvider
 
     // ── Private helpers ──────────────────────────────────────────
 
-    private Market MapGammaMarket(GammaMarketResponse raw)
+    private Event MapGammaEvent(GammaEventResponse rawEvent)
     {
-        var eventSlug = "";
-        if (raw.Events != null && raw.Events.Count > 0 && !string.IsNullOrEmpty(raw.Events[0].Slug))
+        long.TryParse(rawEvent.Id, out var numericId);
+        
+        var ev = new Event
         {
-            eventSlug = raw.Events[0].Slug;
+            Platform = PlatformType.Polymarket,
+            PlatformEventId = numericId,
+            Slug = rawEvent.Slug,
+            Title = rawEvent.Title,
+            Description = rawEvent.Description,
+            ImageUrl = rawEvent.Image,
+            StartDate = DateTime.TryParse(rawEvent.StartDate, out var sd) ? sd : null,
+            EndDate = DateTime.TryParse(rawEvent.EndDate, out var ed) ? ed : null,
+            CreatedAt = DateTime.TryParse(rawEvent.CreatedAt, out var cd) ? cd : DateTime.UtcNow,
+            DbCreatedAt = DateTime.UtcNow,
+            IsActive = rawEvent.Active,
+            IsClosed = rawEvent.Closed,
+            Tags = rawEvent.Tags != null && rawEvent.Tags.Count > 0 
+                ? string.Join(", ", rawEvent.Tags.Select(t => t.Label)) 
+                : string.Empty,
+            LastUpdatedAt = DateTime.UtcNow
+        };
+
+        if (rawEvent.Markets != null)
+        {
+            foreach (var rawMarket in rawEvent.Markets)
+            {
+                if (string.IsNullOrEmpty(rawMarket.ConditionId) || string.IsNullOrEmpty(rawMarket.ClobTokenIds)) continue;
+
+                var market = MapGammaMarket(rawMarket, ev.Tags ?? "");
+                ev.Markets.Add(market);
             }
+        }
+
+        return ev;
+    }
+
+    private Market MapGammaMarket(GammaMarketResponse raw, string parentTags = "")
+    {
+        long.TryParse(raw.Id, out var marketNumericId);
 
         var market = new Market
         {
             Platform = PlatformType.Polymarket,
-            PlatformMarketId = raw.ConditionId,
+            PlatformMarketId = marketNumericId,
+            ConditionId = raw.ConditionId,
+            QuestionId = raw.QuestionId,
             MarketSlug = raw.Slug,
-            EventSlug = eventSlug,
             Description = raw.Description,
             ImageUrl = raw.Image,
             Question = raw.Question,
-            Category = raw.Category,
+            Category = string.IsNullOrWhiteSpace(raw.Category) ? parentTags : raw.Category,
             Volume = (decimal)raw.Volume,
+            Volume24h = (decimal)raw.Volume24hr,
             Liquidity = (decimal)raw.Liquidity,
-            StartDate = DateTime.TryParse(raw.StartDate, out var sd) ? sd : null,
-            EndDate = DateTime.TryParse(raw.EndDate, out var ed) ? ed : null,
-            CreatedAt = DateTime.TryParse(raw.CreatedAt, out var cd) ? cd : DateTime.UtcNow,
+            StartDate = DateTime.TryParse(raw.StartDate, out var msd) ? msd : null,
+            EndDate = DateTime.TryParse(raw.EndDate ?? raw.EndDateIso, out var med) ? med : null,
+            CreatedAt = DateTime.TryParse(raw.CreatedAt, out var mcd) ? mcd : DateTime.UtcNow,
             DbCreatedAt = DateTime.UtcNow,
-            IsResolved = raw.Resolved || raw.Closed, // Prefer resolved flag
+            IsResolved = raw.Resolved || raw.Closed,
             ResolutionOutcome = raw.ResolutionOutcome,
             LastUpdatedAt = DateTime.UtcNow
         };

src/Predictalytics.WinFormsHost/MainForm.Designer.cs

@@ -21,6 +21,8 @@ partial class MainForm
         btn_serverstart = new ToolStripButton();
         btn_localWebserver = new ToolStripButton();
         statusStrip1 = new StatusStrip();
+        label_apiRatelimit = new ToolStripStatusLabel();
+        label_buildVersion = new ToolStripStatusLabel();
         tabControl1 = new TabControl();
         tabPage_terminal = new TabPage();
         rtb_terminal = new RichTextBox();
@@ -34,8 +36,7 @@ partial class MainForm
         developmentToolStripMenuItem = new ToolStripMenuItem();
         btn_dbReset = new ToolStripMenuItem();
         btn_syncmarkets = new ToolStripMenuItem();
-        label_apiRatelimit = new ToolStripStatusLabel();
-        label_buildVersion = new ToolStripStatusLabel();
+        btn_dbUpdate = new ToolStripMenuItem();
         toolStrip1.SuspendLayout();
         statusStrip1.SuspendLayout();
         tabControl1.SuspendLayout();
@@ -76,6 +77,21 @@ partial class MainForm
         statusStrip1.Size = new Size(1864, 32);
         statusStrip1.TabIndex = 1;
         // 
+        // label_apiRatelimit
+        // 
+        label_apiRatelimit.Name = "label_apiRatelimit";
+        label_apiRatelimit.Size = new Size(1782, 25);
+        label_apiRatelimit.Spring = true;
+        label_apiRatelimit.Text = "API: OK";
+        label_apiRatelimit.TextAlign = ContentAlignment.MiddleLeft;
+        // 
+        // label_buildVersion
+        // 
+        label_buildVersion.Name = "label_buildVersion";
+        label_buildVersion.Size = new Size(67, 25);
+        label_buildVersion.Text = "Build: -";
+        label_buildVersion.TextAlign = ContentAlignment.MiddleRight;
+        // 
         // tabControl1
         // 
         tabControl1.Anchor = AnchorStyles.Top | AnchorStyles.Bottom | AnchorStyles.Left | AnchorStyles.Right;
@@ -150,18 +166,182 @@ partial class MainForm
         // btn_logfolder
         // 
         btn_logfolder.Name = "btn_logfolder";
+        btn_logfolder.Size = new Size(261, 34);
+        btn_logfolder.Text = "Show Logfolder";
+        btn_logfolder.Click += btn_logfolder_Click;
+        // 
+        // btn_openbrowser
+        toolStrip1 = new ToolStrip();
+        btn_serverstart = new ToolStripButton();
+        btn_localWebserver = new ToolStripButton();
+        statusStrip1 = new StatusStrip();
+        label_apiRatelimit = new ToolStripStatusLabel();
+        label_dbSize = new ToolStripStatusLabel();
+        label_buildVersion = new ToolStripStatusLabel();
+        tabControl1 = new TabControl();
+        tabPage_terminal = new TabPage();
+        rtb_terminal = new RichTextBox();
+        tabPage2 = new TabPage();
+        pg_settings = new PropertyGrid();
+        menuStrip1 = new MenuStrip();
+        filesToolStripMenuItem = new ToolStripMenuItem();
+        editToolStripMenuItem = new ToolStripMenuItem();
+        btn_logfolder = new ToolStripMenuItem();
+        btn_openbrowser = new ToolStripMenuItem();
+        developmentToolStripMenuItem = new ToolStripMenuItem();
+        btn_dbReset = new ToolStripMenuItem();
+        btn_syncmarkets = new ToolStripMenuItem();
+        btn_dbUpdate = new ToolStripMenuItem();
+        toolStrip1.SuspendLayout();
+        statusStrip1.SuspendLayout();
+        tabControl1.SuspendLayout();
+        tabPage_terminal.SuspendLayout();
+        tabPage2.SuspendLayout();
+        menuStrip1.SuspendLayout();
+        SuspendLayout();
+        // 
+        // toolStrip1
+        // 
+        toolStrip1.ImageScalingSize = new Size(24, 24);
+        toolStrip1.Items.AddRange(new ToolStripItem[] { btn_serverstart, btn_localWebserver });
+        toolStrip1.Location = new Point(0, 33);
+        toolStrip1.Name = "toolStrip1";
+        toolStrip1.Size = new Size(1864, 34);
+        toolStrip1.TabIndex = 0;
+        // 
+        // btn_serverstart
+        // 
+        btn_serverstart.ImageTransparentColor = Color.Magenta;
+        btn_serverstart.Name = "btn_serverstart";
+        btn_serverstart.Size = new Size(127, 29);
+        btn_serverstart.Text = "▶ Start Server";
+        // 
+        // btn_localWebserver
+        // 
+        btn_localWebserver.ImageTransparentColor = Color.Magenta;
+        btn_localWebserver.Name = "btn_localWebserver";
+        btn_localWebserver.Size = new Size(161, 29);
+        btn_localWebserver.Text = "▶ Start Webserver";
+        // 
+        // statusStrip1
+        // 
+        statusStrip1.ImageScalingSize = new Size(24, 24);
+        statusStrip1.Items.AddRange(new ToolStripItem[] { label_apiRatelimit, label_dbSize, label_buildVersion });
+        statusStrip1.Location = new Point(0, 1000);
+        statusStrip1.Name = "statusStrip1";
+        statusStrip1.Size = new Size(1864, 32);
+        statusStrip1.TabIndex = 1;
+        // 
+        // label_apiRatelimit
+        // 
+        label_apiRatelimit.Name = "label_apiRatelimit";
+        label_apiRatelimit.Size = new Size(1600, 25);
+        label_apiRatelimit.Spring = true;
+        label_apiRatelimit.Text = "API: OK";
+        label_apiRatelimit.TextAlign = ContentAlignment.MiddleLeft;
+        // 
+        // label_dbSize
+        // 
+        label_dbSize.Name = "label_dbSize";
+        label_dbSize.Size = new Size(150, 25);
+        label_dbSize.Text = "DB Size: -";
+        label_dbSize.TextAlign = ContentAlignment.MiddleRight;
+        // 
+        // label_buildVersion
+        // 
+        label_buildVersion.Name = "label_buildVersion";
+        label_buildVersion.Size = new Size(67, 25);
+        label_buildVersion.Text = "Build: -";
+        label_buildVersion.TextAlign = ContentAlignment.MiddleRight;
+        // 
+        // tabControl1
+        // 
+        tabControl1.Anchor = AnchorStyles.Top | AnchorStyles.Bottom | AnchorStyles.Left | AnchorStyles.Right;
+        tabControl1.Controls.Add(tabPage_terminal);
+        tabControl1.Controls.Add(tabPage2);
+        tabControl1.Location = new Point(0, 61);
+        tabControl1.Name = "tabControl1";
+        tabControl1.SelectedIndex = 0;
+        tabControl1.Size = new Size(1864, 946);
+        tabControl1.TabIndex = 2;
+        // 
+        // tabPage_terminal
+        // 
+        tabPage_terminal.Controls.Add(rtb_terminal);
+        tabPage_terminal.Location = new Point(4, 34);
+        tabPage_terminal.Name = "tabPage_terminal";
+        tabPage_terminal.Padding = new Padding(3);
+        tabPage_terminal.Size = new Size(1856, 908);
+        tabPage_terminal.TabIndex = 0;
+        tabPage_terminal.Text = "Terminal";
+        tabPage_terminal.UseVisualStyleBackColor = true;
+        // 
+        // rtb_terminal
+        // 
+        rtb_terminal.Anchor = AnchorStyles.Top | AnchorStyles.Bottom | AnchorStyles.Left | AnchorStyles.Right;
+        rtb_terminal.Location = new Point(3, 6);
+        rtb_terminal.Name = "rtb_terminal";
+        rtb_terminal.Size = new Size(1847, 896);
+        rtb_terminal.TabIndex = 0;
+        rtb_terminal.Text = "";
+        // 
+        // tabPage2
+        // 
+        tabPage2.Controls.Add(pg_settings);
+        tabPage2.Location = new Point(4, 34);
+        tabPage2.Name = "tabPage2";
+        tabPage2.Padding = new Padding(3);
+        tabPage2.Size = new Size(1856, 908);
+        tabPage2.TabIndex = 1;
+        tabPage2.Text = "Settings";
+        tabPage2.UseVisualStyleBackColor = true;
+        // 
+        // pg_settings
+        // 
+        pg_settings.Location = new Point(3, 6);
+        pg_settings.Name = "pg_settings";
+        pg_settings.Size = new Size(1850, 896);
+        pg_settings.TabIndex = 0;
+        // 
+        // menuStrip1
+        // 
+        menuStrip1.ImageScalingSize = new Size(24, 24);
+        menuStrip1.Items.AddRange(new ToolStripItem[] { filesToolStripMenuItem, editToolStripMenuItem, developmentToolStripMenuItem });
+        menuStrip1.Location = new Point(0, 0);
+        menuStrip1.Name = "menuStrip1";
+        menuStrip1.Size = new Size(1864, 33);
+        menuStrip1.TabIndex = 3;
+        // 
+        // filesToolStripMenuItem
+        // 
+        filesToolStripMenuItem.Name = "filesToolStripMenuItem";
+        filesToolStripMenuItem.Size = new Size(62, 29);
+        filesToolStripMenuItem.Text = "Files";
+        // 
+        // editToolStripMenuItem
+        // 
+        editToolStripMenuItem.DropDownItems.AddRange(new ToolStripItem[] { btn_logfolder, btn_openbrowser });
+        editToolStripMenuItem.Name = "editToolStripMenuItem";
+        editToolStripMenuItem.Size = new Size(58, 29);
+        editToolStripMenuItem.Text = "Edit";
+        // 
+        // btn_logfolder
+        // 
+        btn_logfolder.Name = "btn_logfolder";
+        btn_logfolder.Size = new Size(261, 34);
         btn_logfolder.Text = "Show Logfolder";
         btn_logfolder.Click += btn_logfolder_Click;
         // 
         // btn_openbrowser
         // 
         btn_openbrowser.Name = "btn_openbrowser";
+        btn_openbrowser.Size = new Size(261, 34);
         btn_openbrowser.Text = "Show Local WebUI";
         btn_openbrowser.Click += btn_openbrowser_Click;
         // 
         // developmentToolStripMenuItem
         // 
-        developmentToolStripMenuItem.DropDownItems.AddRange(new ToolStripItem[] { btn_dbReset, btn_syncmarkets });
+        developmentToolStripMenuItem.DropDownItems.AddRange(new ToolStripItem[] { btn_dbReset, btn_syncmarkets, btn_dbUpdate });
         developmentToolStripMenuItem.Name = "developmentToolStripMenuItem";
         developmentToolStripMenuItem.Size = new Size(135, 29);
         developmentToolStripMenuItem.Text = "Development";
@@ -169,28 +349,22 @@ partial class MainForm
         // btn_dbReset
         // 
         btn_dbReset.Name = "btn_dbReset";
+        btn_dbReset.Size = new Size(270, 34);
         btn_dbReset.Text = "reset TradesDB";
         // 
         // btn_syncmarkets
         // 
         btn_syncmarkets.Name = "btn_syncmarkets";
-        btn_syncmarkets.Text = "Sync Marketsa";
+        btn_syncmarkets.Size = new Size(270, 34);
+        btn_syncmarkets.Text = "Sync Markets";
         btn_syncmarkets.Click += syncMarketsaToolStripMenuItem_Click;
         // 
-        // label_apiRatelimit
+        // btn_dbUpdate
         // 
-        label_apiRatelimit.Name = "label_apiRatelimit";
-        label_apiRatelimit.Size = new Size(1670, 25);
-        label_apiRatelimit.Spring = true;
-        label_apiRatelimit.Text = "API: OK";
-        label_apiRatelimit.TextAlign = ContentAlignment.MiddleLeft;
-        // 
-        // label_buildVersion
-        // 
-        label_buildVersion.Name = "label_buildVersion";
-        label_buildVersion.Size = new Size(179, 25);
-        label_buildVersion.Text = "Build: -";
-        label_buildVersion.TextAlign = ContentAlignment.MiddleRight;
+        btn_dbUpdate.Name = "btn_dbUpdate";
+        btn_dbUpdate.Size = new Size(270, 34);
+        btn_dbUpdate.Text = "UpdateDB";
+        btn_dbUpdate.Click += btn_dbUpdate_Click;
         // 
         // MainForm
         // 
@@ -237,5 +411,7 @@ partial class MainForm
     private ToolStripMenuItem btn_syncmarkets;
     private PropertyGrid pg_settings;
     private ToolStripStatusLabel label_apiRatelimit;
+    private ToolStripStatusLabel label_dbSize;
     private ToolStripStatusLabel label_buildVersion;
+    private ToolStripMenuItem btn_dbUpdate;
 }

src/Predictalytics.WinFormsHost/MainForm.cs

@@ -59,10 +59,16 @@ public partial class MainForm : Form
         btn_serverstart.Click += Btn_serverstart_Click;
         btn_localWebserver.Click += Btn_localWebserver_Click;
         btn_syncmarkets.Click += syncMarketsaToolStripMenuItem_Click;
+        btn_dbUpdate.Click += btn_dbUpdate_Click;
 
         Log.Information("MainForm initialized. Ready.");
         Log.Information("Press 'Start Server' to begin polling & discovery.");
         Log.Information("Press 'Start Local Webserver' to launch the WebUI on http://localhost:{Port}", _settings.WebserverPort);
+
+        _ = UpdateDbSizeAsync();
+        var dbSizeTimer = new System.Windows.Forms.Timer { Interval = 6 * 60 * 60 * 1000 };
+        dbSizeTimer.Tick += async (s, e) => await UpdateDbSizeAsync();
+        dbSizeTimer.Start();
     }
 
     private async void Btn_serverstart_Click(object? sender, EventArgs e)
@@ -193,11 +199,67 @@ public partial class MainForm : Form
         catch (Exception ex)
         {
             Log.Error(ex, "Manual market sync failed");
-            MessageBox.Show($"Market sync failed: {ex.Message}", "Error", MessageBoxButtons.OK, MessageBoxIcon.Error);
+            MessageBox.Show($"Error syncing markets: {ex.Message}", "Error", MessageBoxButtons.OK, MessageBoxIcon.Error);
         }
         finally
         {
             btn_syncmarkets.Enabled = true;
         }
     }
+
+    private async void btn_dbUpdate_Click(object sender, EventArgs e)
+    {
+        if (_workerRunning)
+        {
+            MessageBox.Show("Database update cannot be run while background workers are running.",
+                "Workers Busy", MessageBoxButtons.OK, MessageBoxIcon.Warning);
+            return;
+        }
+
+        try
+        {
+            btn_dbUpdate.Enabled = false;
+            Log.Information("Manual database update triggered...");
+            await _webServer!.UpdateDatabaseAsync();
+            Log.Information("Database updated successfully.");
+            MessageBox.Show("Database update completed successfully.", "Success", MessageBoxButtons.OK, MessageBoxIcon.Information);
+        }
+        catch (Exception ex)
+        {
+            Log.Error(ex, "Manual database update failed");
+            MessageBox.Show($"Database update failed: {ex.Message}", "Error", MessageBoxButtons.OK, MessageBoxIcon.Error);
+        }
+        finally
+        {
+            btn_dbUpdate.Enabled = true;
+        }
+    }
+
+    private async Task UpdateDbSizeAsync()
+    {
+        try
+        {
+            // Build the connection string
+            var csBuilder = new MySqlConnector.MySqlConnectionStringBuilder(_settings.ConnectionString);
+            if (string.IsNullOrWhiteSpace(csBuilder.Database)) 
+                return; // Not ready or valid yet
+                
+            using var conn = new MySqlConnector.MySqlConnection(_settings.ConnectionString);
+            await conn.OpenAsync();
+            using var cmd = conn.CreateCommand();
+            cmd.CommandText = "SELECT SUM(data_length + index_length) / 1024 / 1024 FROM information_schema.tables WHERE table_schema = DATABASE();";
+            
+            var result = await cmd.ExecuteScalarAsync();
+            if (result != DBNull.Value && result != null)
+            {
+                var sizeMb = Convert.ToDouble(result);
+                this.Invoke(() => label_dbSize.Text = $"DB Size: {sizeMb:F2} MB");
+            }
+        }
+        catch (Exception ex)
+        {
+            this.Invoke(() => label_dbSize.Text = "DB Size: Error");
+            Log.Debug(ex, "Failed to fetch DB size for status bar");
+        }
+    }
 }

src/Predictalytics.WinFormsHost/Program.cs

@@ -31,6 +31,9 @@ internal static class Program
             .MinimumLevel.Override("Microsoft.Hosting", LogEventLevel.Warning)
             .Enrich.FromLogContext()
 
+            // Suppress duplicate entry EF errors completely from logging
+            .Filter.ByExcluding(e => e.Exception != null && e.Exception.ToString().Contains("Duplicate entry"))
+
             // ── Console (simple) ──
             .WriteTo.Console(outputTemplate: simpleTemplate, restrictedToMinimumLevel: LogEventLevel.Warning)
 

src/Predictalytics.WinFormsHost/Services/EmbeddedWebServer.cs

@@ -21,6 +21,14 @@ public class EmbeddedWebServer
     public string? ConnectionString { get; set; }
     public bool DbConnectionDebug { get; set; }
 
+    public async Task UpdateDatabaseAsync()
+    {
+        var services = new ServiceCollection();
+        Predictalytics.Infrastructure.DependencyInjection.AddPredictalytics(services, new Microsoft.Extensions.Configuration.ConfigurationBuilder().Build(), ConnectionString, DbConnectionDebug);
+        var provider = services.BuildServiceProvider();
+        await Predictalytics.Infrastructure.DependencyInjection.EnsureDatabaseAsync(provider, DbConnectionDebug);
+    }
+
     public async Task StartWebServerAsync(int port = 5000)
     {
         lock (_lock) { if (_app != null) return; }
@@ -161,25 +169,25 @@ public class EmbeddedWebServer
                                 .First(x => x.Platform == p.Platform);
 
                             await rateLimiter.WaitAsync(provider.Platform, ct);
-                            var markets = await provider.GetMarketsAsync(batchSize, offset.ToString(), includeClosed, ct);
+                            var events = await provider.GetEventsAsync(batchSize, offset.ToString(), includeClosed, ct);
 
-                            if (markets == null || markets.Count == 0)
+                            if (events == null || events.Count == 0)
                             {
-                                Log.Warning("[{Platform}] No more markets found at offset {Offset} (includeClosed={Closed}). Ending pass.", provider.PlatformName, offset, includeClosed);
+                                Log.Warning("[{Platform}] No more events found at offset {Offset} (includeClosed={Closed}). Ending pass.", provider.PlatformName, offset, includeClosed);
                                 break;
                             }
 
-                            await marketRepo.AddOrUpdateRangeAsync(markets, ct);
+                            await marketRepo.AddOrUpdateEventsAsync(events, ct);
 
-                            totalSynced += markets.Count;
+                            totalSynced += events.Count;
                             offset += batchSize;
 
-                            if (totalSynced % 500 == 0 || markets.Count < batchSize)
-                                Log.Information("[{Platform}] Synced {Total} markets so far (offset={Offset}, includeClosed={Closed})...", provider.PlatformName, totalSynced, offset, includeClosed);
+                            if (totalSynced % 500 == 0 || events.Count < batchSize)
+                                Log.Information("[{Platform}] Synced {Total} events so far (offset={Offset}, includeClosed={Closed})...", provider.PlatformName, totalSynced, offset, includeClosed);
 
-                            if (markets.Count < batchSize)
+                            if (events.Count < batchSize)
                             {
-                                Log.Warning("[{Platform}] Batch was smaller than limit ({Count}/{Limit}), assuming end of list.", provider.PlatformName, markets.Count, batchSize);
+                                Log.Warning("[{Platform}] Batch was smaller than limit ({Count}/{Limit}), assuming end of list.", provider.PlatformName, events.Count, batchSize);
                                 break;
                             }
                         }

src/Predictalytics.WinFormsHost/appsettings.json

@@ -11,5 +11,11 @@
       "Microsoft.AspNetCore": "Warning",
       "Microsoft.EntityFrameworkCore": "Warning"
     }
+  },
+  "OpenRouter": {
+    "ApiKey": "",
+    "BaseUrl": "https://openrouter.ai/api/v1",
+    "DefaultModel": "google/gemini-flash-1.5",
+    "ManualAnalysisModel": "anthropic/claude-3-opus"
   }
 }

src/Predictalytics.Worker/DependencyInjection.cs

@@ -19,6 +19,7 @@ public static class DependencyInjection
         services.AddHostedService<TraderAnalyticsWorker>();
         services.AddHostedService<ScoringAndAlertsWorker>();
         services.AddHostedService<TradeRetentionWorker>();
+        services.AddHostedService<TradeContextEnrichmentWorker>();
         return services;
     }
 }

src/Predictalytics.Worker/Predictalytics.Worker.csproj

@@ -7,6 +7,10 @@
   </PropertyGroup>
 
   <ItemGroup>
+    <PackageReference Include="Microsoft.EntityFrameworkCore.Design" Version="8.0.11">
+      <IncludeAssets>runtime; build; native; contentfiles; analyzers; buildtransitive</IncludeAssets>
+      <PrivateAssets>all</PrivateAssets>
+    </PackageReference>
     <PackageReference Include="Microsoft.Extensions.Hosting.Abstractions" Version="8.0.1" />
   </ItemGroup>
 

src/Predictalytics.Worker/Services/MarketHistoryWorker.cs

@@ -18,7 +18,7 @@ public class MarketHistoryWorker : BackgroundService
     private readonly ILogger<MarketHistoryWorker> _logger;
 
     private const int CooldownHours = 6;
-    private const int MarketsPerCycle = 10;
+    private const int MarketsPerCycle = 50;
     private const int TradesPerFetch = 100;
 
     public MarketHistoryWorker(IServiceProvider services, ILogger<MarketHistoryWorker> logger)
@@ -64,7 +64,7 @@ public class MarketHistoryWorker : BackgroundService
                         using var platformCtx = PlatformLogContext.Push(provider.PlatformName);
                         await rateLimiter.WaitAsync(market.Platform, stoppingToken);
 
-                        var trades = await provider.GetMarketTradesAsync(market.PlatformMarketId, TradesPerFetch, stoppingToken);
+                        var trades = await provider.GetMarketTradesAsync(market.ConditionId, TradesPerFetch, stoppingToken);
 
                         // Extract unique wallet addresses from TransientWallet [NotMapped].
                         // Providers set this during in-memory mapping; it is NOT stored in the DB.

src/Predictalytics.Worker/Services/MarketSyncWorker.cs

@@ -66,15 +66,15 @@ public class MarketSyncWorker : BackgroundService
                                     .First(x => x.Platform == p.Platform);
 
                                 await rateLimiter.WaitAsync(provider.Platform, stoppingToken);
-                                var markets = await provider.GetMarketsAsync(batchSize, offset.ToString(), includeClosed, stoppingToken);
+                                var events = await provider.GetEventsAsync(batchSize, offset.ToString(), includeClosed, stoppingToken);
 
-                                if (markets.Count == 0) break;
+                                if (events.Count == 0) break;
 
-                                await marketRepo.AddOrUpdateRangeAsync(markets, stoppingToken);
+                                await marketRepo.AddOrUpdateEventsAsync(events, stoppingToken);
 
-                                passSynced += markets.Count;
-                                cycleTotalSynced += markets.Count;
-                                _statsService.TrackMarketSync(provider.Platform, markets.Count);
+                                passSynced += events.Count;
+                                cycleTotalSynced += events.Count;
+                                _statsService.TrackMarketSync(provider.Platform, events.Count);
                                 offset += batchSize;
 
                                 if (passSynced % 500 == 0)

src/Predictalytics.Worker/Services/PollingWorker.cs

@@ -36,7 +36,7 @@ public class PollingWorker : BackgroundService
                 using (var scope = _services.CreateScope())
                 {
                     var repo = scope.ServiceProvider.GetRequiredService<ITraderRepository>();
-                    tradersToProcess = await repo.GetAllAsync(take: 100, ct: stoppingToken);
+                    tradersToProcess = await repo.GetTradersForPollingAsync(take: 100, ct: stoppingToken);
                 }
                 
                 _logger.LogWarning("📊 Polling {Count} traders...", tradersToProcess.Count);
@@ -121,7 +121,7 @@ public class PollingWorker : BackgroundService
                         {
                             // Final deduplication of the batch itself
                             var uniqueNewTrades = newTrades
-                                .GroupBy(tr => tr.PlatformTradeId)
+                                .GroupBy(tr => tr.PlatformTradeId, StringComparer.OrdinalIgnoreCase)
                                 .Select(g => g.First())
                                 .ToList();
 
@@ -135,7 +135,7 @@ public class PollingWorker : BackgroundService
                             }
                             catch (Exception ex) when (ex.ToString().Contains("Duplicate entry") || (ex.InnerException?.Message.Contains("Duplicate entry") ?? false))
                             {
-                                _logger.LogWarning("{Trader}: Skipping batch due to duplicate entries (likely already imported)", trader.DisplayName);
+                                _statsService.TrackDuplicateError(trader.Platform, 1);
                             }
                         }
                         else

src/Predictalytics.Worker/Services/ReportingWorker.cs

@@ -52,8 +52,9 @@ public class ReportingWorker : BackgroundService
 
         foreach (var (platform, stats) in statsMap)
         {
-            _logger.LogWarning("[{Platform}] Markets: {M} | New Traders: {T} | Activities: {A}",
-                platform, stats.MarketsSynced, stats.TradersDiscovered, stats.TradesProcessed);
+            var dupStr = stats.DuplicateErrors > 0 ? $" | Duplikatfehler: {stats.DuplicateErrors}" : "";
+            _logger.LogWarning("[{Platform}] Markets: {M} | New Traders: {T} | Activities: {A}{D}",
+                platform, stats.MarketsSynced, stats.TradersDiscovered, stats.TradesProcessed, dupStr);
         }
 
         _logger.LogWarning("------------------------------------------------");

src/Predictalytics.Worker/Services/TopHolderDiscoveryWorker.cs

@@ -37,7 +37,7 @@ public class TopHolderDiscoveryWorker : BackgroundService
                 var rateLimiter = scope.ServiceProvider.GetRequiredService<IRateLimiter>();
 
                 // Get top active markets by volume
-                var activeMarkets = await marketRepo.GetActiveAsync(20, stoppingToken);
+                var activeMarkets = await marketRepo.GetActiveAsync(100, stoppingToken);
                 _logger.LogInformation("👥 Scanning top holders across {Count} active markets", activeMarkets.Count);
 
                 int totalDiscovered = 0;
@@ -54,9 +54,9 @@ public class TopHolderDiscoveryWorker : BackgroundService
                         using var platformCtx = PlatformLogContext.Push(provider.PlatformName);
                         await rateLimiter.WaitAsync(market.Platform, stoppingToken);
 
-                        var holders = await provider.GetTopHoldersAsync(market.PlatformMarketId, 10, stoppingToken);
+                        var newHolders = await provider.GetTopHoldersAsync(market.ConditionId, 50, stoppingToken);
 
-                        foreach (var holder in holders)
+                        foreach (var holder in newHolders)
                         {
                             // Skip empty wallet addresses
                             if (string.IsNullOrWhiteSpace(holder.PlatformUserId)) continue;
@@ -95,9 +95,9 @@ public class TopHolderDiscoveryWorker : BackgroundService
             catch (OperationCanceledException) { break; }
             catch (Exception ex) { _logger.LogError(ex, "TopHolderDiscoveryWorker error"); }
 
-            // Run every 15 minutes
-            _logger.LogInformation("👥 Next top holder scan in 15 minutes.");
-            await Task.Delay(TimeSpan.FromMinutes(15), stoppingToken);
+            // Run every 5 minutes
+            _logger.LogInformation("🚀 Next top holder scan in 5 minutes.");
+            await Task.Delay(TimeSpan.FromMinutes(5), stoppingToken);
         }
 
         _logger.LogInformation("👥 TopHolderDiscoveryWorker stopped");

src/Predictalytics.Worker/Services/TradeContextEnrichmentWorker.cs

@@ -0,0 +1,124 @@
+using Predictalytics.Domain.Entities;
+using Predictalytics.Domain.Interfaces;
+using Predictalytics.Infrastructure.Providers.Polymarket;
+using Predictalytics.Application.Interfaces;
+using Microsoft.Extensions.DependencyInjection;
+using Microsoft.Extensions.Hosting;
+using Microsoft.Extensions.Logging;
+
+namespace Predictalytics.Worker.Services;
+
+/// <summary>
+/// Retroactively enriches trades of top/watchlisted traders with high-resolution 
+/// 1-minute price contexts immediately before and after execution.
+/// Avoids burdening the live PollingWorker.
+/// </summary>
+public class TradeContextEnrichmentWorker : BackgroundService
+{
+    private readonly IServiceProvider _services;
+    private readonly ILogger<TradeContextEnrichmentWorker> _logger;
+
+    public TradeContextEnrichmentWorker(IServiceProvider services, ILogger<TradeContextEnrichmentWorker> logger)
+    {
+        _services = services;
+        _logger = logger;
+    }
+
+    protected override async Task ExecuteAsync(CancellationToken stoppingToken)
+    {
+        _logger.LogInformation("🧠 TradeContextEnrichmentWorker started");
+        await Task.Delay(10000, stoppingToken); // Wait for app startup
+
+        while (!stoppingToken.IsCancellationRequested)
+        {
+            try
+            {
+                using var scope = _services.CreateScope();
+                var tradeRepo = scope.ServiceProvider.GetRequiredService<ITradeRepository>();
+                var polymarketClient = scope.ServiceProvider.GetRequiredService<PolymarketApiClient>();
+                var rateLimiter = scope.ServiceProvider.GetRequiredService<IRateLimiter>();
+
+                // Fetch a batch of unenriched trades
+                var unenrichedTrades = await tradeRepo.GetTradesForContextEnrichmentAsync(500, stoppingToken);
+                
+                if (unenrichedTrades.Count == 0)
+                {
+                    // No work to do, sleep longer
+                    await Task.Delay(TimeSpan.FromMinutes(5), stoppingToken);
+                    continue;
+                }
+
+                // Group by AssetId to minimize API calls (1 call per asset fetches the whole 1m history)
+                var tradesByAsset = unenrichedTrades.GroupBy(t => t.AssetId).ToList();
+                _logger.LogInformation("Enriching {TradeCount} trades across {AssetCount} assets...", unenrichedTrades.Count, tradesByAsset.Count);
+
+                int updatedCount = 0;
+
+                foreach (var group in tradesByAsset)
+                {
+                    if (stoppingToken.IsCancellationRequested) break;
+                    var assetId = group.Key;
+
+                    try
+                    {
+                        // Wait for rate limiter to respect global limits
+                        await rateLimiter.WaitAsync(Predictalytics.Domain.Enums.PlatformType.Polymarket, stoppingToken);
+
+                        // Fetch the 10-minute history for the entire market (using "max" since "1m" is invalid for full history)
+                        var history = await polymarketClient.GetPricesHistoryAsync(assetId, "max", stoppingToken);
+                        if (history == null || history.Count == 0)
+                        {
+                            // If history is not available, mark as enriched to prevent infinite loops, 
+                            // but prices remain null.
+                            foreach (var trade in group)
+                            {
+                                trade.IsContextEnriched = true;
+                                await tradeRepo.UpdateAsync(trade, stoppingToken);
+                            }
+                            continue;
+                        }
+
+                        // Order history chronologically for safe binary search / LINQ
+                        var orderedHistory = history.OrderBy(h => h.Timestamp).ToList();
+
+                        foreach (var trade in group)
+                        {
+                            var tradeTimeUnix = ((DateTimeOffset)trade.ExecutedAt).ToUnixTimeSeconds();
+
+                            // Find the closest point BEFORE the trade (approx 1 min before)
+                            var prePoint = orderedHistory
+                                .LastOrDefault(h => h.Timestamp < tradeTimeUnix);
+                            
+                            // Find the closest point AFTER the trade (approx 1 min after)
+                            var postPoint = orderedHistory
+                                .FirstOrDefault(h => h.Timestamp > tradeTimeUnix);
+
+                            trade.PreTradePrice1m = prePoint != null ? (decimal)prePoint.Price : null;
+                            trade.PostTradePrice1m = postPoint != null ? (decimal)postPoint.Price : null;
+                            trade.IsContextEnriched = true;
+
+                            await tradeRepo.UpdateAsync(trade, stoppingToken);
+                            updatedCount++;
+                        }
+                    }
+                    catch (Exception ex)
+                    {
+                        _logger.LogError(ex, "Failed to enrich asset {AssetId}", assetId);
+                        // Do NOT mark as enriched on failure, try again later
+                    }
+                }
+
+                _logger.LogInformation("✅ Enriched {UpdatedCount} trades in this cycle.", updatedCount);
+            }
+            catch (Exception ex)
+            {
+                _logger.LogError(ex, "Error in TradeContextEnrichmentWorker loop");
+            }
+
+            // Sleep briefly before next batch
+            await Task.Delay(TimeSpan.FromSeconds(30), stoppingToken);
+        }
+
+        _logger.LogInformation("🧠 TradeContextEnrichmentWorker stopped");
+    }
+}

src/Predictalytics.Worker/Services/TradeHistoryWorker.cs

@@ -151,14 +151,14 @@ public class TradeHistoryWorker : BackgroundService
 
                         if (newTrades.Count > 0)
                         {
-                            var uniqueNewTrades = newTrades.GroupBy(tr => tr.PlatformTradeId).Select(g => g.First()).ToList();
+                            var uniqueNewTrades = newTrades.GroupBy(tr => tr.PlatformTradeId, StringComparer.OrdinalIgnoreCase).Select(g => g.First()).ToList();
                             try {
                                 await tradeRepo.AddRangeAsync(uniqueNewTrades, ct);
                                 _statsService.TrackTradeActivity(trader.Platform, uniqueNewTrades.Count);
                                 trader.TotalTrades += uniqueNewTrades.Count;
                                 _logger.LogInformation("{Trader}: {New} new trades imported", trader.DisplayName, uniqueNewTrades.Count);
-                            } catch (Exception ex) when (ex.ToString().Contains("Duplicate entry")) {
-                                _logger.LogWarning("{Trader}: Skipping batch due to duplicates", trader.DisplayName);
+                            } catch (Exception ex) when (ex.ToString().Contains("Duplicate entry") || (ex.InnerException?.Message.Contains("Duplicate entry") ?? false)) {
+                                _statsService.TrackDuplicateError(trader.Platform, 1);
                             }
                         }
 

src/Predictalytics.Worker/Services/TraderAnalyticsWorker.cs

@@ -33,25 +33,26 @@ public class TraderAnalyticsWorker : BackgroundService
                 _logger.LogError(ex, "Error in TraderAnalyticsWorker");
             }
 
-            _logger.LogInformation("TraderAnalyticsWorker sleeping for 12 hours...");
-            await Task.Delay(TimeSpan.FromHours(12), ct);
+            _logger.LogInformation("TraderAnalyticsWorker sleeping for 2 hours...");
+            await Task.Delay(TimeSpan.FromHours(2), ct);
         }
     }
 
     private async Task RunAnalyticsAsync(CancellationToken ct)
     {
-        using var scope = _services.CreateScope();
-        var db = scope.ServiceProvider.GetRequiredService<AppDbContext>();
-        var pnlEngine = scope.ServiceProvider.GetRequiredService<IPositionPnLEngine>();
-
         var cutoff30d = DateTime.UtcNow.AddDays(-30);
+        List<int> traderIds;
         
+        using (var scope = _services.CreateScope())
+        {
+            var db = scope.ServiceProvider.GetRequiredService<AppDbContext>();
             // Find traders active in the last 30 days
-        var traderIds = await db.Trades
+            traderIds = await db.Trades
                 .Where(t => t.ExecutedAt >= cutoff30d)
                 .Select(t => t.TraderId)
                 .Distinct()
                 .ToListAsync(ct);
+        }
 
         _logger.LogInformation("Found {Count} active traders to analyze", traderIds.Count);
 
@@ -59,6 +60,8 @@ public class TraderAnalyticsWorker : BackgroundService
         {
             try
             {
+                using var traderScope = _services.CreateScope();
+                var pnlEngine = traderScope.ServiceProvider.GetRequiredService<IPositionPnLEngine>();
                 await pnlEngine.RecalculateTraderPositionsAsync(id, ct);
             }
             catch (Exception ex)