diff --git a/app/src/notifications/service.py b/app/src/notifications/service.py
index 5de6c5b..73cf853 100644
--- a/app/src/notifications/service.py
+++ b/app/src/notifications/service.py
@@ -7,6 +7,7 @@ from src.notifications.dedupe import NotificationDedupe
 from src.notifications.models import NotificationMessage
 from src.notifications.templates.execution import build_execution_notification
 from src.notifications.templates.signal import build_signal_notification
+from src.runtime_events.event_types import RuntimeEventType
 from src.runtime_events.models import RuntimeEvent
 from src.trading.journal.service import JournalService
 
@@ -30,36 +31,98 @@ class NotificationService:
             return
 
         if not NotificationDedupe.should_send(message.dedupe_key):
-            JournalService().log_info(
-                "notification_suppressed_duplicate",
-                "Duplicate notification suppressed.",
-                {
-                    "event_type": event.event_type.value,
-                    "source": event.source,
-                    "title": event.title,
-                    "priority": event.priority,
-                    "dedupe_key": message.dedupe_key,
-                },
-            )
+            self._log_suppressed(event, message)
             return
 
         sent = await TelegramNotificationChannel().send(message)
 
         if sent:
-            JournalService().log_info(
-                "notification_sent",
-                "Runtime notification sent.",
-                {
-                    "event_type": event.event_type.value,
-                    "source": event.source,
-                    "title": event.title,
-                    "priority": event.priority,
-                    "dedupe_key": message.dedupe_key,
-                },
-            )
+            self._log_sent(event, message)
 
     def _build_message(self, event: RuntimeEvent) -> NotificationMessage | None:
         return (
             build_signal_notification(event)
             or build_execution_notification(event)
+        )
+
+    def _log_sent(self, event: RuntimeEvent, message: NotificationMessage) -> None:
+        if event.event_type == RuntimeEventType.AUTO_SIGNAL_READY:
+            signal = str(event.payload.get("signal") or "—").upper()
+
+            JournalService().log_ui_info(
+                event_type="auto_strong_signal_alert_sent",
+                message=f"Отправлено уведомление о сильном сигнале {signal}.",
+                screen="auto",
+                action="strong_signal_alert",
+                payload={
+                    **event.payload,
+                    "runtime_event_type": event.event_type.value,
+                    "runtime_source": event.source,
+                    "priority": message.priority.upper(),
+                    "dedupe_key": message.dedupe_key,
+                },
+            )
+            return
+
+        if event.event_type in {
+            RuntimeEventType.POSITION_OPENED,
+            RuntimeEventType.POSITION_CLOSED,
+            RuntimeEventType.POSITION_FLIPPED,
+        }:
+            JournalService().log_ui_info(
+                event_type="auto_execution_alert_sent",
+                message="Отправлено Telegram-уведомление по paper execution.",
+                screen="auto",
+                action="execution_alert",
+                payload={
+                    **event.payload,
+                    "runtime_event_type": event.event_type.value,
+                    "runtime_source": event.source,
+                    "priority": message.priority.upper(),
+                    "dedupe_key": message.dedupe_key,
+                },
+            )
+            return
+
+        JournalService().log_info(
+            "notification_sent",
+            "Runtime notification sent.",
+            {
+                "event_type": event.event_type.value,
+                "source": event.source,
+                "title": event.title,
+                "priority": event.priority,
+                "dedupe_key": message.dedupe_key,
+            },
+        )
+
+    def _log_suppressed(self, event: RuntimeEvent, message: NotificationMessage) -> None:
+        if event.event_type == RuntimeEventType.AUTO_SIGNAL_READY:
+            signal = str(event.payload.get("signal") or "—").upper()
+
+            JournalService().log_ui_info(
+                event_type="auto_strong_signal_alert_suppressed",
+                message=f"Повторное уведомление о сильном сигнале {signal} подавлено.",
+                screen="auto",
+                action="strong_signal_alert",
+                payload={
+                    **event.payload,
+                    "runtime_event_type": event.event_type.value,
+                    "runtime_source": event.source,
+                    "priority": message.priority.upper(),
+                    "dedupe_key": message.dedupe_key,
+                },
+            )
+            return
+
+        JournalService().log_info(
+            "notification_suppressed_duplicate",
+            "Duplicate notification suppressed.",
+            {
+                "event_type": event.event_type.value,
+                "source": event.source,
+                "title": event.title,
+                "priority": event.priority,
+                "dedupe_key": message.dedupe_key,
+            },
         )
\ No newline at end of file
diff --git a/app/src/notifications/templates/execution.py b/app/src/notifications/templates/execution.py
index 5a2188e..48d0a6d 100644
--- a/app/src/notifications/templates/execution.py
+++ b/app/src/notifications/templates/execution.py
@@ -8,47 +8,165 @@ from src.runtime_events.models import RuntimeEvent
 
 
 def build_execution_notification(event: RuntimeEvent) -> NotificationMessage | None:
-    if event.event_type not in {
-        RuntimeEventType.POSITION_OPENED,
-        RuntimeEventType.POSITION_CLOSED,
-        RuntimeEventType.POSITION_FLIPPED,
-    }:
-        return None
+    if event.event_type == RuntimeEventType.POSITION_OPENED:
+        return _build_position_opened(event)
 
+    if event.event_type == RuntimeEventType.POSITION_CLOSED:
+        return _build_position_closed(event)
+
+    if event.event_type == RuntimeEventType.POSITION_FLIPPED:
+        return _build_position_flipped(event)
+
+    return None
+
+
+def _build_position_opened(event: RuntimeEvent) -> NotificationMessage:
     payload = event.payload
 
-    symbol = str(payload.get("symbol") or "—")
-    side = str(payload.get("side") or payload.get("new_side") or "—")
-    entry_price = payload.get("entry_price") or payload.get("new_entry_price")
-    exit_price = payload.get("exit_price")
-    pnl = payload.get("pnl")
+    symbol = _format_symbol(payload.get("symbol"))
+    side = str(payload.get("side") or "—")
+    leverage = _format_leverage(payload.get("leverage"))
+    entry_price = _format_price(payload.get("entry_price"))
+    size = _format_size(payload.get("size"))
 
-    if event.event_type == RuntimeEventType.POSITION_OPENED:
-        title = "📄 Position opened"
-    elif event.event_type == RuntimeEventType.POSITION_CLOSED:
-        title = "✅ Position closed"
-    else:
-        title = "🔁 Position flipped"
+    side_icon = "🟢" if side == "LONG" else "🔴"
 
-    lines = [
-        f"<b>{title}</b>",
-        "",
-        f"{symbol} · {side}",
-    ]
-
-    if entry_price is not None:
-        lines.append(f"Entry: $ {entry_price}")
-
-    if exit_price is not None:
-        lines.append(f"Exit: $ {exit_price}")
-
-    if pnl is not None:
-        lines.append("")
-        lines.append(f"PnL: {pnl}")
+    text = (
+        f"<b>📄 Paper position opened {side_icon} {side}</b>\n\n"
+        f"{symbol} · {leverage}\n"
+        f"Entry: $ {entry_price}\n"
+        f"Size: {size}"
+    )
 
     return NotificationMessage(
         title=event.title,
-        text="\n".join(lines),
+        text=text,
         priority=event.priority,
         dedupe_key=event.dedupe_key,
-    )
\ No newline at end of file
+    )
+
+
+def _build_position_closed(event: RuntimeEvent) -> NotificationMessage:
+    payload = event.payload
+
+    symbol = _format_symbol(payload.get("symbol"))
+    side = str(payload.get("side") or "—")
+    leverage = _format_leverage(payload.get("leverage"))
+    entry_price = _format_price(payload.get("entry_price"))
+    exit_price = _format_price(payload.get("exit_price"))
+    size = _format_size(payload.get("size"))
+    pnl = _format_pnl(payload.get("pnl"))
+    risk_reason = payload.get("risk_reason")
+
+    risk_line = f"\nRisk: {risk_reason}" if risk_reason else ""
+
+    text = (
+        f"<b>✅ Paper position closed</b>\n\n"
+        f"{side} · {symbol} · {leverage}\n"
+        f"Entry: $ {entry_price}\n"
+        f"Exit: $ {exit_price}\n"
+        f"Size: {size}\n\n"
+        f"PnL: {pnl}"
+        f"{risk_line}"
+    )
+
+    return NotificationMessage(
+        title=event.title,
+        text=text,
+        priority=event.priority,
+        dedupe_key=event.dedupe_key,
+    )
+
+
+def _build_position_flipped(event: RuntimeEvent) -> NotificationMessage:
+    payload = event.payload
+
+    symbol = _format_symbol(payload.get("symbol"))
+    leverage = _format_leverage(payload.get("leverage"))
+
+    old_side = str(payload.get("old_side") or "—")
+    new_side = str(payload.get("new_side") or payload.get("side") or "—")
+
+    entry_price = _format_price(payload.get("entry_price"))
+    exit_price = _format_price(payload.get("exit_price"))
+    new_entry_price = _format_price(payload.get("new_entry_price"))
+    old_size = _format_size(payload.get("old_size"))
+    new_size = _format_size(payload.get("new_size"))
+    pnl = _format_pnl(payload.get("pnl"))
+
+    old_icon = "🟢" if old_side == "LONG" else "🔴"
+    new_icon = "🟢" if new_side == "LONG" else "🔴"
+
+    text = (
+        f"<b>🔁 Paper position flipped {old_icon} {old_side} → "
+        f"{new_icon} {new_side}</b>\n\n"
+        f"{symbol} · {leverage}\n\n"
+        f"Old entry: $ {entry_price}\n"
+        f"Exit: $ {exit_price}\n"
+        f"Old size: {old_size}\n\n"
+        f"New entry: $ {new_entry_price}\n"
+        f"New size: {new_size}\n\n"
+        f"PnL: {pnl}"
+    )
+
+    return NotificationMessage(
+        title=event.title,
+        text=text,
+        priority=event.priority,
+        dedupe_key=event.dedupe_key,
+    )
+
+
+def _format_symbol(value: object) -> str:
+    symbol = str(value or "—")
+
+    if not symbol or symbol == "—":
+        return "—"
+
+    base_symbol = symbol.split("_", 1)[0]
+    parts = base_symbol.split("/", 1)
+
+    if len(parts) == 2:
+        return f"{parts[0]} / {parts[1]}"
+
+    return base_symbol
+
+
+def _format_leverage(value: object) -> str:
+    try:
+        return f"x{float(value):g}"
+    except (TypeError, ValueError):
+        return "—"
+
+
+def _format_price(value: object) -> str:
+    try:
+        number = float(value)
+    except (TypeError, ValueError):
+        return "—"
+
+    return f"{number:,.2f}".replace(",", " ")
+
+
+def _format_size(value: object) -> str:
+    try:
+        return f"{float(value):.8f}".rstrip("0").rstrip(".")
+    except (TypeError, ValueError):
+        return "—"
+
+
+def _format_pnl(value: object) -> str:
+    try:
+        number = float(value)
+    except (TypeError, ValueError):
+        return "—"
+
+    amount = f"$ {abs(number):,.2f}".replace(",", " ").rstrip("0").rstrip(".")
+
+    if number > 0:
+        return f"🟢 +{amount}"
+
+    if number < 0:
+        return f"🔴 −{amount}"
+
+    return "$ 0"
\ No newline at end of file
diff --git a/app/src/notifications/templates/signal.py b/app/src/notifications/templates/signal.py
index 83470e4..a48f218 100644
--- a/app/src/notifications/templates/signal.py
+++ b/app/src/notifications/templates/signal.py
@@ -16,24 +16,96 @@ def build_signal_notification(event: RuntimeEvent) -> NotificationMessage | None
     signal = str(payload.get("signal") or "—").upper()
     symbol = str(payload.get("symbol") or "—")
     strategy = str(payload.get("strategy") or "—")
-    confidence = payload.get("confidence")
-    repeat_count = payload.get("repeat_count")
+    confidence = float(payload.get("confidence") or 0.0)
+    repeat_count = int(payload.get("repeat_count") or 0)
+    leverage = payload.get("leverage")
     reason = str(payload.get("reason") or "—")
+    position_context = str(payload.get("position_context") or "NONE")
 
-    icon = "🟢" if signal == "BUY" else "🔴" if signal == "SELL" else "🟡"
+    priority = str(event.priority or _alert_priority(
+        confidence=confidence,
+        repeat_count=repeat_count,
+    )).upper()
+
+    icon = _signal_icon(signal)
+    symbol_text = _format_symbol(symbol)
+    leverage_text = _format_leverage(leverage)
+    priority_text = _priority_label(priority)
 
     text = (
-        f"<b>🚨 Runtime Signal · {icon} {signal}</b>\n\n"
-        f"{symbol} · {strategy}\n"
-        f"Confidence: {confidence}\n"
-        f"Repeats: {repeat_count}\n\n"
-        f"Причина:\n"
+        f"<b>{priority_text} · {icon} {signal}</b>\n\n"
+        f"{symbol_text} · {strategy} · {leverage_text}\n"
+        f"Position: {position_context}\n\n"
+        f"🧠 Confidence: {confidence:.2f}\n"
+        f"🔁 Repeats: {repeat_count}\n\n"
+        f"💡 Причина:\n"
         f"{reason}"
     )
 
     return NotificationMessage(
         title=event.title,
         text=text,
-        priority=event.priority,
-        dedupe_key=event.dedupe_key,
+        priority=priority.lower(),
+        dedupe_key=event.dedupe_key or _dedupe_key(payload),
+    )
+
+
+def _alert_priority(*, confidence: float, repeat_count: int) -> str:
+    if confidence >= 0.8 and repeat_count >= 3:
+        return "HIGH"
+
+    if confidence >= 0.6 or repeat_count >= 2:
+        return "MEDIUM"
+
+    return "LOW"
+
+
+def _priority_label(priority: str) -> str:
+    mapping = {
+        "HIGH": "🚨 HIGH",
+        "MEDIUM": "⚡ MEDIUM",
+        "LOW": "ℹ️ LOW",
+    }
+    return mapping.get(priority.upper(), priority)
+
+
+def _signal_icon(signal: str) -> str:
+    mapping = {
+        "BUY": "🟢",
+        "SELL": "🔴",
+    }
+    return mapping.get(signal, "⚪")
+
+
+def _format_symbol(symbol: str) -> str:
+    if not symbol or symbol == "—":
+        return "—"
+
+    base_symbol = symbol.split("_", 1)[0]
+    parts = base_symbol.split("/", 1)
+
+    if len(parts) == 2:
+        return f"{parts[0]} / {parts[1]}"
+
+    return base_symbol
+
+
+def _format_leverage(leverage: object) -> str:
+    if isinstance(leverage, (int, float)):
+        return f"x{leverage:g}"
+
+    return "—"
+
+
+def _dedupe_key(payload: dict) -> str:
+    return (
+        f"auto_signal_ready:"
+        f"{payload.get('position_context')}:"
+        f"{payload.get('symbol')}:"
+        f"{payload.get('strategy')}:"
+        f"{payload.get('signal')}:"
+        f"{payload.get('repeat_count')}:"
+        f"{float(payload.get('confidence') or 0.0):.2f}:"
+        f"{payload.get('decision_status')}:"
+        f"{payload.get('reason')}"
     )
\ No newline at end of file
diff --git a/app/src/runtime_events/publisher.py b/app/src/runtime_events/publisher.py
index 767137d..e1c2ccf 100644
--- a/app/src/runtime_events/publisher.py
+++ b/app/src/runtime_events/publisher.py
@@ -4,7 +4,6 @@ from __future__ import annotations
 
 import asyncio
 
-from src.notifications.service import NotificationService
 from src.runtime_events.models import RuntimeEvent
 
 
@@ -16,4 +15,8 @@ class RuntimeEventPublisher:
         except RuntimeError:
             return
 
+        # lazy import, чтобы не ловить circular import:
+        # runtime_events -> notifications -> runtime_events
+        from src.notifications.service import NotificationService
+
         loop.create_task(NotificationService().handle_runtime_event(event))
\ No newline at end of file
diff --git a/app/src/telegram/handlers/auto/risk.py b/app/src/telegram/handlers/auto/risk.py
index 671ba62..a3b4d58 100644
--- a/app/src/telegram/handlers/auto/risk.py
+++ b/app/src/telegram/handlers/auto/risk.py
@@ -103,6 +103,8 @@ async def _render_risk_screen(callback: CallbackQuery) -> None:
         await callback.answer("Сообщение не найдено", show_alert=True)
         return
 
+    _unregister_auto_screen_message(callback)
+
     await callback.message.edit_text(
         _risk_text(),
         reply_markup=_risk_keyboard(),
@@ -164,6 +166,16 @@ async def _remember_risk_screen(callback: CallbackQuery, state: FSMContext) -> N
     )
 
 
+def _unregister_auto_screen_message(callback: CallbackQuery) -> None:
+    if callback.message is None:
+        return
+
+    AutoTradeRunner.unregister_screen(
+        chat_id=callback.message.chat.id,
+        message_id=callback.message.message_id,
+    )
+    
+
 def _parse_positive_or_none(raw_text: str | None) -> float | None:
     value_text = (raw_text or "").strip().replace(",", ".")
 
@@ -229,6 +241,7 @@ async def open_auto_risk_from_settings(callback: CallbackQuery, state: FSMContex
 @router.callback_query(F.data == "auto:risk:set_sl")
 async def ask_stop_loss(callback: CallbackQuery, state: FSMContext) -> None:
     AutoTradeRunner.set_current_screen("auto_risk")
+    _unregister_auto_screen_message(callback)
     await state.set_state(AutoRiskStates.waiting_stop_loss)
     await _remember_risk_screen(callback, state)
 
@@ -247,6 +260,7 @@ async def ask_stop_loss(callback: CallbackQuery, state: FSMContext) -> None:
 @router.callback_query(F.data == "auto:risk:set_tp")
 async def ask_take_profit(callback: CallbackQuery, state: FSMContext) -> None:
     AutoTradeRunner.set_current_screen("auto_risk")
+    _unregister_auto_screen_message(callback)
     await state.set_state(AutoRiskStates.waiting_take_profit)
     await _remember_risk_screen(callback, state)
 
@@ -265,6 +279,7 @@ async def ask_take_profit(callback: CallbackQuery, state: FSMContext) -> None:
 @router.callback_query(F.data == "auto:risk:set_ml")
 async def ask_max_loss(callback: CallbackQuery, state: FSMContext) -> None:
     AutoTradeRunner.set_current_screen("auto_risk")
+    _unregister_auto_screen_message(callback)
     await state.set_state(AutoRiskStates.waiting_max_loss)
     await _remember_risk_screen(callback, state)
 
@@ -284,6 +299,7 @@ async def ask_max_loss(callback: CallbackQuery, state: FSMContext) -> None:
 async def reset_risk(callback: CallbackQuery, state: FSMContext) -> None:
     await state.clear()
     AutoTradeRunner.set_current_screen("auto_risk")
+    _unregister_auto_screen_message(callback)
 
     service = AutoTradeService()
     service.set_stop_loss_percent(None)
diff --git a/app/src/trading/auto/runner.py b/app/src/trading/auto/runner.py
index e3ffaa3..d1b923f 100644
--- a/app/src/trading/auto/runner.py
+++ b/app/src/trading/auto/runner.py
@@ -11,10 +11,12 @@ from aiogram.exceptions import TelegramBadRequest, TelegramRetryAfter
 
 from src.core.event_bus import EventBus
 from src.integrations.exchange.market_data_runner import MarketDataRunner
+from src.notifications.targets import NotificationTargetRegistry
+from src.runtime_events.event_types import RuntimeEventType
+from src.runtime_events.models import RuntimeEvent
+from src.runtime_events.publisher import RuntimeEventPublisher
 from src.trading.auto.service import AutoTradeService
 from src.trading.journal.service import JournalService
-from src.telegram.ui.currency_ui import format_usd_pnl, format_usd_price
-from src.notifications.targets import NotificationTargetRegistry
 
 
 class AutoTradeRunner:
@@ -34,12 +36,6 @@ class AutoTradeRunner:
     _last_event_version: int = 0
     _retry_after_until: float = 0.0
 
-    _last_strong_alert_key: str | None = None
-    _strong_alert_cooldown_seconds = 120
-    _last_strong_alert_at_by_key: dict[str, float] = {}
-
-    _last_execution_alert_key: str | None = None
-
     @classmethod
     def register_screen(
         cls,
@@ -210,7 +206,7 @@ class AutoTradeRunner:
             if signal not in {"BUY", "SELL"}:
                 return
 
-            await cls._send_strong_signal_alert(state=state, payload=payload)
+            cls._publish_strong_signal_event(state=state, payload=payload)
             return
 
         if event_type in {
@@ -218,18 +214,15 @@ class AutoTradeRunner:
             "paper_position_closed",
             "paper_position_flipped",
         }:
-            await cls._send_execution_alert(
+            cls._publish_execution_event(
                 state=state,
-                event_type=event_type,
+                event_type=str(event_type),
                 payload=payload,
             )
             return
 
     @classmethod
-    async def _send_strong_signal_alert(cls, *, state, payload: dict) -> None:
-        if cls._bot is None or cls._chat_id is None:
-            return
-
+    def _publish_strong_signal_event(cls, *, state, payload: dict) -> None:
         signal = str(payload.get("signal", "")).upper()
         symbol = str(payload.get("symbol") or state.symbol or "—")
         strategy = str(payload.get("strategy") or state.strategy or "—")
@@ -237,7 +230,6 @@ class AutoTradeRunner:
         confidence = float(payload.get("confidence") or state.last_signal_confidence or 0.0)
         leverage = payload.get("leverage") if payload.get("leverage") is not None else state.leverage
         reason = str(payload.get("reason") or state.last_signal_reason or "—")
-
         position_context = str(getattr(state, "position_side", "NONE") or "NONE")
 
         priority = cls._alert_priority(
@@ -245,58 +237,11 @@ class AutoTradeRunner:
             repeat_count=repeat_count,
         )
 
-        alert_key = (
-            f"signal:{position_context}:{symbol}:{strategy}:{signal}:"
-            f"{repeat_count}:{confidence:.2f}:"
-            f"{state.decision_status}:{reason}"
-        )
-
-        now = time.monotonic()
-        last_alert_at = cls._last_strong_alert_at_by_key.get(alert_key)
-
-        if last_alert_at is not None:
-            elapsed = now - last_alert_at
-
-            if elapsed < cls._strong_alert_cooldown_seconds:
-                cls._log_suppressed_strong_alert(
-                    signal=signal,
-                    symbol=symbol,
-                    strategy=strategy,
-                    repeat_count=repeat_count,
-                    confidence=confidence,
-                    leverage=leverage,
-                    reason=reason,
-                    cooldown_left=round(cls._strong_alert_cooldown_seconds - elapsed, 2),
-                    position_context=position_context,
-                )
-                return
-
-        cls._last_strong_alert_key = alert_key
-        cls._last_strong_alert_at_by_key[alert_key] = now
-
-        text = cls._build_strong_signal_alert_text(
-            signal=signal,
-            symbol=symbol,
-            strategy=strategy,
-            repeat_count=repeat_count,
-            confidence=confidence,
-            leverage=leverage,
-            reason=reason,
-            priority=priority,
-            position_context=position_context,
-        )
-
-        try:
-            await cls._bot.send_message(
-                chat_id=cls._chat_id,
-                text=text,
-            )
-
-            JournalService().log_ui_info(
-                event_type="auto_strong_signal_alert_sent",
-                message=f"Отправлено уведомление о сильном сигнале {signal}.",
-                screen="auto",
-                action="strong_signal_alert",
+        RuntimeEventPublisher.publish(
+            RuntimeEvent(
+                event_type=RuntimeEventType.AUTO_SIGNAL_READY,
+                source="auto_trade_runner",
+                title=f"Auto strong signal {signal}",
                 payload={
                     "symbol": symbol,
                     "strategy": strategy,
@@ -305,76 +250,90 @@ class AutoTradeRunner:
                     "confidence": confidence,
                     "leverage": leverage,
                     "reason": reason,
-                    "priority": priority,
                     "position_context": position_context,
+                    "decision_status": state.decision_status,
                 },
+                priority=priority.lower(),
+                dedupe_key=(
+                    f"auto_signal_ready:"
+                    f"{position_context}:"
+                    f"{symbol}:"
+                    f"{strategy}:"
+                    f"{signal}:"
+                    f"{repeat_count}:"
+                    f"{confidence:.2f}:"
+                    f"{state.decision_status}:"
+                    f"{reason}"
+                ),
             )
-
-        except TelegramRetryAfter as exc:
-            cls._retry_after_until = time.monotonic() + exc.retry_after + 5
-
-        except Exception:
-            pass
+        )
 
     @classmethod
-    async def _send_execution_alert(
+    def _publish_execution_event(
         cls,
         *,
         state,
         event_type: str,
         payload: dict,
     ) -> None:
-        if cls._bot is None or cls._chat_id is None:
+        runtime_event_type = cls._runtime_execution_event_type(event_type)
+        if runtime_event_type is None:
             return
 
-        alert_key = cls._execution_alert_key(
-            event_type=event_type,
-            payload=payload,
-        )
+        symbol = str(payload.get("symbol") or state.symbol or "—")
+        side = str(payload.get("side") or getattr(state, "position_side", "—") or "—")
+        old_side = str(payload.get("old_side") or "—")
+        new_side = str(payload.get("new_side") or side or "—")
 
-        if alert_key == cls._last_execution_alert_key:
-            return
-
-        cls._last_execution_alert_key = alert_key
-
-        text = cls._build_execution_alert_text(
-            state=state,
-            event_type=event_type,
-            payload=payload,
-        )
-
-        try:
-            await cls._bot.send_message(
-                chat_id=cls._chat_id,
-                text=text,
-            )
-
-            JournalService().log_ui_info(
-                event_type="auto_execution_alert_sent",
-                message="Отправлено Telegram-уведомление по paper execution.",
-                screen="auto",
-                action="execution_alert",
+        RuntimeEventPublisher.publish(
+            RuntimeEvent(
+                event_type=runtime_event_type,
+                source="auto_trade_runner",
+                title=cls._execution_event_title(runtime_event_type),
                 payload={
                     "source_event_type": event_type,
+                    "symbol": symbol,
+                    "side": side,
+                    "old_side": old_side,
+                    "new_side": new_side,
+                    "leverage": payload.get("leverage") if payload.get("leverage") is not None else state.leverage,
                     **payload,
                 },
+                priority="normal",
+                dedupe_key=cls._execution_dedupe_key(
+                    runtime_event_type=runtime_event_type,
+                    payload=payload,
+                ),
             )
-
-        except TelegramRetryAfter as exc:
-            cls._retry_after_until = time.monotonic() + exc.retry_after + 5
-
-        except Exception:
-            pass
+        )
 
     @classmethod
-    def _execution_alert_key(
+    def _runtime_execution_event_type(cls, event_type: str) -> RuntimeEventType | None:
+        mapping = {
+            "paper_position_opened": RuntimeEventType.POSITION_OPENED,
+            "paper_position_closed": RuntimeEventType.POSITION_CLOSED,
+            "paper_position_flipped": RuntimeEventType.POSITION_FLIPPED,
+        }
+        return mapping.get(event_type)
+
+    @classmethod
+    def _execution_event_title(cls, event_type: RuntimeEventType) -> str:
+        mapping = {
+            RuntimeEventType.POSITION_OPENED: "Paper position opened",
+            RuntimeEventType.POSITION_CLOSED: "Paper position closed",
+            RuntimeEventType.POSITION_FLIPPED: "Paper position flipped",
+        }
+        return mapping.get(event_type, "Paper execution event")
+
+    @classmethod
+    def _execution_dedupe_key(
         cls,
         *,
-        event_type: str,
+        runtime_event_type: RuntimeEventType,
         payload: dict,
     ) -> str:
         return (
-            f"{event_type}:"
+            f"{runtime_event_type.value}:"
             f"{payload.get('symbol')}:"
             f"{payload.get('side')}:"
             f"{payload.get('old_side')}:"
@@ -385,119 +344,11 @@ class AutoTradeRunner:
             f"{payload.get('size')}:"
             f"{payload.get('old_size')}:"
             f"{payload.get('new_size')}:"
-            f"{payload.get('pnl')}"
+            f"{payload.get('pnl')}:"
             f"{payload.get('risk_reason')}:"
-            f"{payload.get('is_forced')}:"
+            f"{payload.get('is_forced')}"
         )
 
-    @classmethod
-    def _build_execution_alert_text(
-        cls,
-        *,
-        state,
-        event_type: str,
-        payload: dict,
-    ) -> str:
-        symbol = str(payload.get("symbol") or state.symbol or "—")
-        side = str(payload.get("side") or state.position_side or "—")
-        leverage = payload.get("leverage") if payload.get("leverage") is not None else state.leverage
-
-        symbol_text = cls._format_alert_symbol(symbol)
-        leverage_text = cls._format_alert_leverage(leverage)
-
-        if event_type == "paper_position_opened":
-            entry_price = cls._format_price(payload.get("entry_price"))
-            size = cls._format_size(payload.get("size"))
-            side_icon = "🟢" if side == "LONG" else "🔴"
-
-            return (
-                f"<b>📄 Paper position opened {side_icon} {side}</b>\n\n"
-                f"{symbol_text} · {leverage_text}\n"
-                f"Entry: $ {entry_price}\n"
-                f"Size: {size}"
-            )
-
-        if event_type == "paper_position_closed":
-            entry_price = cls._format_price(payload.get("entry_price"))
-            exit_price = cls._format_price(payload.get("exit_price"))
-            size = cls._format_size(payload.get("size"))
-            pnl = cls._format_pnl(payload.get("pnl"))
-            risk_reason = payload.get("risk_reason")
-            risk_line = f"\nRisk: {risk_reason}" if risk_reason else ""
-
-            return (
-                f"<b>✅ Paper position closed</b>\n\n"
-                f"{side} · {symbol_text} · {leverage_text}\n"
-                f"Entry: $ {entry_price}\n"
-                f"Exit: $ {exit_price}\n"
-                f"Size: {size}\n\n"
-                f"PnL: {pnl}"
-                f"{risk_line}"
-            )
-
-        if event_type == "paper_position_flipped":
-            old_side = str(payload.get("old_side") or "—")
-            new_side = str(payload.get("new_side") or side or "—")
-
-            entry_price = cls._format_price(payload.get("entry_price"))
-            exit_price = cls._format_price(payload.get("exit_price"))
-            new_entry_price = cls._format_price(payload.get("new_entry_price"))
-            old_size = cls._format_size(payload.get("old_size"))
-            new_size = cls._format_size(payload.get("new_size"))
-            pnl = cls._format_pnl(payload.get("pnl"))
-
-            old_icon = "🟢" if old_side == "LONG" else "🔴"
-            new_icon = "🟢" if new_side == "LONG" else "🔴"
-
-            return (
-                f"<b>🔁 Paper position flipped {old_icon} {old_side} → "
-                f"{new_icon} {new_side}</b>\n\n"
-                f"{symbol_text} · {leverage_text}\n\n"
-                f"Old entry: $ {entry_price}\n"
-                f"Exit: $ {exit_price}\n"
-                f"Old size: {old_size}\n\n"
-                f"New entry: $ {new_entry_price}\n"
-                f"New size: {new_size}\n\n"
-                f"PnL: {pnl}"
-            )
-
-        return "<b>📄 Paper execution event</b>"
-
-    @classmethod
-    def _log_suppressed_strong_alert(
-        cls,
-        *,
-        signal: str,
-        symbol: str,
-        strategy: str,
-        repeat_count: int,
-        confidence: float,
-        leverage: object,
-        reason: str,
-        cooldown_left: float,
-        position_context: str,
-    ) -> None:
-        try:
-            JournalService().log_ui_info(
-                event_type="auto_strong_signal_alert_suppressed",
-                message=f"Повторное уведомление о сильном сигнале {signal} подавлено.",
-                screen="auto",
-                action="strong_signal_alert",
-                payload={
-                    "symbol": symbol,
-                    "strategy": strategy,
-                    "signal": signal,
-                    "repeat_count": repeat_count,
-                    "confidence": confidence,
-                    "leverage": leverage,
-                    "reason": reason,
-                    "cooldown_left": cooldown_left,
-                    "position_context": position_context,
-                },
-            )
-        except Exception:
-            pass
-
     @classmethod
     def _alert_priority(
         cls,
@@ -513,87 +364,6 @@ class AutoTradeRunner:
 
         return "LOW"
 
-    @classmethod
-    def _priority_label(cls, priority: str) -> str:
-        mapping = {
-            "HIGH": "🚨 HIGH",
-            "MEDIUM": "⚡ MEDIUM",
-            "LOW": "ℹ️ LOW",
-        }
-        return mapping.get(priority, priority)
-
-    @classmethod
-    def _format_alert_symbol(cls, symbol: str) -> str:
-        if not symbol or symbol == "—":
-            return "—"
-
-        base_symbol = symbol.split("_", 1)[0]
-        parts = base_symbol.split("/", 1)
-
-        if len(parts) == 2:
-            return f"{parts[0]} / {parts[1]}"
-
-        return base_symbol
-
-    @classmethod
-    def _format_alert_leverage(cls, leverage: object) -> str:
-        if isinstance(leverage, (int, float)):
-            return f"x{leverage:g}"
-
-        return "—"
-
-    @classmethod
-    def _signal_icon(cls, signal: str) -> str:
-        mapping = {
-            "BUY": "🟢",
-            "SELL": "🔴",
-        }
-        return mapping.get(signal, "⚪")
-
-    @classmethod
-    def _build_strong_signal_alert_text(
-        cls,
-        *,
-        signal: str,
-        symbol: str,
-        strategy: str,
-        repeat_count: int,
-        confidence: float,
-        leverage: object,
-        reason: str,
-        priority: str,
-        position_context: str,
-    ) -> str:
-        icon = cls._signal_icon(signal)
-        symbol_text = cls._format_alert_symbol(symbol)
-        leverage_text = cls._format_alert_leverage(leverage)
-        priority_text = cls._priority_label(priority)
-
-        return (
-            f"<b>{priority_text} · {icon} {signal}</b>\n\n"
-            f"{symbol_text} · {strategy} · {leverage_text}\n"
-            f"Position: {position_context}\n\n"
-            f"🧠 Confidence: {confidence:.2f}\n"
-            f"🔁 Repeats: {repeat_count}\n\n"
-            f"💡 Причина:\n"
-            f"{reason}"
-        )
-
-    @classmethod
-    def _format_price(cls, value: object) -> str:
-        return format_usd_price(value)
-
-    @classmethod
-    def _format_pnl(cls, value: object) -> str:
-        return format_usd_pnl(value)
-
-    @classmethod
-    def _format_size(cls, value: object) -> str:
-        try:
-            return f"{float(value):.8f}".rstrip("0").rstrip(".")
-        except (TypeError, ValueError):
-            return "—"
-
     @classmethod
     def _log_refresh_skip(cls, reason: str, payload: dict | None = None) -> None:
         try:
diff --git a/docs/roadmap/master-roadmap.md b/docs/roadmap/master-roadmap.md
index b34f107..332222e 100644
--- a/docs/roadmap/master-roadmap.md
+++ b/docs/roadmap/master-roadmap.md
@@ -331,6 +331,27 @@
 - исправлен circular import в package init файлах
 - подготовлена архитектура для переноса strong signal alerts
 
+#### 07.4.3.18.2 ✅ Runtime Notification Migration
+- strong signal alerts migrated to RuntimeEvent pipeline
+- execution alerts migrated to RuntimeEvent pipeline
+- detached Telegram delivery
+- centralized notification logging
+- runtime notification dedupe
+- live runtime validation on real paper execution
+- auto screen independence from notifications
+
+---
+
+#### 07.4.3.19 — Strategy Audit & Signal Quality Layer
+- audit SCALP false flip behavior
+- add position-aware signal handling
+- prevent weak/medium signal flips
+- add min hold time before flip
+- add flip cooldown
+- add spread/slippage buffer
+- classify signals as ENTRY / HOLD / EXIT / FLIP
+- tune SCALP thresholds
+
 ### 07.4.4
 ⏳ Grid Strategy  
 
diff --git a/docs/roadmap/stage-07-auto-trading-roadmap.md b/docs/roadmap/stage-07-auto-trading-roadmap.md
index 18e7a56..b4a99b6 100644
--- a/docs/roadmap/stage-07-auto-trading-roadmap.md
+++ b/docs/roadmap/stage-07-auto-trading-roadmap.md
@@ -315,6 +315,28 @@
 - исправлен circular import в package init файлах
 - подготовлена архитектура для переноса strong signal alerts
 
+#### 07.4.3.18.2 ✅ Runtime Notification Migration
+- strong signal alerts migrated to RuntimeEvent pipeline
+- execution alerts migrated to RuntimeEvent pipeline
+- detached Telegram delivery
+- centralized notification logging
+- runtime notification dedupe
+- live runtime validation on real paper execution
+- auto screen independence from notifications
+
+---
+
+#### 07.4.3.19 — Strategy Audit & Signal Quality Layer
+
+- audit SCALP false flip behavior
+- add position-aware signal handling
+- prevent weak/medium signal flips
+- add min hold time before flip
+- add flip cooldown
+- add spread/slippage buffer
+- classify signals as ENTRY / HOLD / EXIT / FLIP
+- tune SCALP thresholds
+
 ---
 
 ### 07.4.4
diff --git a/docs/stages/stage-07_4_3_18_2-runtime_notification_migration.md b/docs/stages/stage-07_4_3_18_2-runtime_notification_migration.md
new file mode 100644
index 0000000..467e2e1
--- /dev/null
+++ b/docs/stages/stage-07_4_3_18_2-runtime_notification_migration.md
@@ -0,0 +1,210 @@
+# 07.4.3.18.2 — Runtime Notification Migration
+
+## Stage Goal
+
+Перевести runtime Telegram-уведомления
+со старого inline-alert подхода
+на отдельную Runtime Notification Architecture.
+
+---
+
+# Что было реализовано
+
+## 1. Runtime Notification Pipeline
+
+В проект введён полноценный runtime notification layer:
+
+~~~text
+RuntimeEvent
+    ↓
+RuntimeEventPublisher
+    ↓
+NotificationService
+    ↓
+TelegramNotificationChannel
+~~~
+
+---
+
+## 2. Strong Signal Alerts Migration
+
+Сильные сигналы автоторговли были вынесены
+из прямого Telegram send flow
+в RuntimeEvent pipeline.
+
+Ранее:
+
+~~~text
+AutoTradeRunner
+    -> bot.send_message()
+~~~
+
+Теперь:
+
+~~~text
+AutoTradeRunner
+    -> RuntimeEventPublisher.publish()
+    -> NotificationService
+    -> TelegramNotificationChannel
+~~~
+
+---
+
+## 3. Execution Alerts Migration
+
+Paper execution alerts также переведены
+в RuntimeEvent pipeline:
+
+- POSITION_OPENED
+- POSITION_CLOSED
+- POSITION_FLIPPED
+
+---
+
+## 4. Notification Dedupe Layer
+
+Добавлен NotificationDedupe:
+
+~~~python
+NotificationDedupe.should_send(...)
+~~~
+
+Поддерживает:
+- anti-spam
+- cooldown suppression
+- duplicate protection
+
+---
+
+## 5. Notification Templates
+
+Добавлены отдельные шаблоны:
+
+~~~text
+notifications/templates/signal.py
+notifications/templates/execution.py
+~~~
+
+Теперь presentation layer отделён от business logic.
+
+---
+
+## 6. Telegram Channel Abstraction
+
+Добавлен:
+
+~~~text
+TelegramNotificationChannel
+~~~
+
+Теперь NotificationService не зависит напрямую от aiogram Bot API.
+
+---
+
+## 7. Notification Target Registry
+
+Добавлен:
+
+~~~text
+NotificationTargetRegistry
+~~~
+
+Registry хранит:
+- active bot
+- target chat_id
+
+Позволяет:
+- отправлять уведомления без открытого auto screen
+- поддерживать detached runtime notifications
+
+---
+
+## 8. Circular Import Protection
+
+Устранён circular import:
+
+~~~text
+runtime_events
+    ↔ notifications
+~~~
+
+Через lazy import внутри RuntimeEventPublisher.
+
+---
+
+# Runtime Validation
+
+Система была протестирована
+на реальном paper execution.
+
+Подтверждено:
+
+- runtime events публикуются
+- Telegram delivery работает
+- execution alerts приходят
+- journal logging работает
+- dedupe layer работает
+- detached delivery работает
+
+---
+
+# Ограничения текущего этапа
+
+Signal escalation layer ещё не реализован.
+
+Сейчас RuntimeEvent публикуется только при:
+
+~~~text
+decision_status transition
+~~~
+
+Из-за этого:
+- repeated READY signals
+- stronger confirmations
+- confidence escalation
+
+пока не создают новые RuntimeEvent.
+
+Это переносится в:
+
+~~~text
+07.4.3.19 — Strategy Audit & Signal Quality Layer
+~~~
+
+---
+
+# Modified Components
+
+## Runtime Events
+
+~~~text
+runtime_events/event_types.py
+runtime_events/models.py
+runtime_events/publisher.py
+~~~
+
+## Notifications
+
+~~~text
+notifications/service.py
+notifications/models.py
+notifications/dedupe.py
+notifications/targets.py
+notifications/channels/telegram.py
+notifications/templates/signal.py
+notifications/templates/execution.py
+~~~
+
+## Auto Trading
+
+~~~text
+trading/auto/runner.py
+~~~
+
+---
+
+# Result
+
+Система перешла
+от inline Telegram alerts
+к полноценной event-driven runtime notification architecture.
\ No newline at end of file