feat: add full dashboard monitoring + FEATURES.md documentation

- Create docs/FEATURES.md with complete feature reference (14 entry
  filters, 12 exit conditions, backtest history, risk modes, session
  rules, auto-trainer, active components table, architecture diagram)

- Extend main_live.py _write_dashboard_status() with 10 new data
  sections: entryFilters, riskMode, cooldown, timeFilter,
  sessionMultiplier, positionDetails, autoTrainer, performance,
  marketClose, h1BiasDetails. Add filter tracking at each checkpoint
  in _trading_iteration() and 7 helper methods.

- Add 9 TypeScript interfaces and extend TradingStatus in trading.ts

- Create BotStatusCard (risk mode, cooldown bar, AUC, uptime, market
  close) and EntryFilterCard (14 filters with pass/block/skip icons)

- Enhance SessionCard (lot multiplier badge + time filter status),
  RiskCard (risk mode badge + total loss progress bar), PositionsCard
  (expandable per-position details with momentum, TP probability)

- Update page.tsx layout: BotStatusCard replaces SettingsCard in Row 2,
  EntryFilterCard added to Row 3 sidebar

- Add API defaults for all new fields

Dashboard now monitors 100% of bot features. Verified: Next.js build
0 errors, bot + API + dashboard all run clean, Docker rebuilt OK.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

web-dashboard/api/main.py

@@ -54,6 +54,16 @@ DEFAULT_STATUS = {
     "regime": {"name": "", "volatility": 0.0, "confidence": 0.0},
     "positions": [],
     "logs": [],
+    "entryFilters": [],
+    "riskMode": {"mode": "unknown", "reason": "", "recommendedLot": 0, "maxAllowedLot": 0, "totalLoss": 0, "maxTotalLoss": 0, "remainingDailyRisk": 0},
+    "cooldown": {"active": False, "secondsRemaining": 0, "totalSeconds": 150},
+    "timeFilter": {"wibHour": 0, "isBlocked": False, "blockedHours": [9, 21]},
+    "sessionMultiplier": 1.0,
+    "positionDetails": [],
+    "autoTrainer": {"lastRetrain": None, "currentAuc": None, "minAucThreshold": 0.65, "hoursSinceRetrain": 0, "nextRetrainHour": 5, "modelsFitted": False},
+    "performance": {"loopCount": 0, "avgExecutionMs": 0, "uptimeHours": 0, "totalSessionTrades": 0, "totalSessionProfit": 0},
+    "marketClose": {"hoursToDailyClose": 0, "hoursToWeekendClose": 0, "nearWeekend": False, "marketOpen": False},
+    "h1BiasDetails": {"bias": "NEUTRAL", "ema20": 0, "price": 0},
 }