Add Android TradeBot monitor app

2026-06-26 21:09:44 +03:00
parent 93c51070c5
commit 2706242fc7
16 changed files with 1687 additions and 0 deletions
@@ -0,0 +1,57 @@
+# TradeBot Monitor для Android
+
+Нативное Android-приложение для наблюдения за ботом и удалённого управления переобучением.
+
+## Что есть в приложении
+
+- Русский интерфейс без bubble/pill-оформления.
+- Современная биржевая компоновка: список пар, один выбранный график, компактные параметры ниже.
+- Свечной график 1h: тела свечей, фитили, объём, EMA50, EMA200, последняя цена.
+- Параметры Torch: edge, P(up), confidence, skill, quantiles, gate, причина решения.
+- Kelly/размер позиции: текущий размер, Kelly-цель, занятая экспозиция, остаток, множители edge/P(up)/skill.
+- Обзор equity/cash/exposure/PnL и последних решений.
+- Удалённый запуск retrain через настраиваемый webhook.
+- Расписание retrain на телефоне: Android отправляет команду по расписанию, но обучение идёт на Windows-машине.
+- Настройки API, токена команд, тёмной/светлой темы.
+- Live-чеклист: приложение показывает, готов ли сервер к реальной торговле, и не включает live одной опасной кнопкой.
+
+## Сборка
+
+```powershell
+cd C:\Repos\TradeBot\android\TradeBotMonitor
+gradle :app:assembleDebug
+```
+
+APK появится в:
+
+```text
+android/TradeBotMonitor/app/build/outputs/apk/debug/app-debug.apk
+```
+
+## Подключение к боту
+
+В настройках приложения укажи адрес API, например:
+
+```text
+http://192.168.0.185:8787
+```
+
+Важно: сейчас Docker на Pi пробрасывает порт как `127.0.0.1:8787:8787`, то есть API доступен только на самом Pi. Для телефона нужен безопасный доступ по LAN/VPN/reverse proxy или осознанное изменение проброса порта.
+
+## Переобучение
+
+Телефон не обучает модель локально. Вкладка `Обучение` отправляет POST на указанный webhook Windows-машины. Так телефон становится пультом запуска/расписания, а тяжёлый PyTorch retrain остаётся на нормальном компьютере.
+
+## Live-торговля
+
+Вкладка `Настройки` показывает live-чеклист:
+
+- бот остановлен перед переключением;
+- на сервере выставлен `TRADING_MODE=live`;
+- используется mainnet, не testnet;
+- задано `ENABLE_LIVE_TRADING=true`;
+- задано `LIVE_TRADING_CONFIRM=I_ACCEPT_REAL_RISK`;
+- Bybit API key/secret настроены на сервере;
+- лимиты live-ордера, risk и Kelly проверены.
+
+Приложение может отправить команды остановки/запуска цикла, но не включает реальные ордера без серверного `.env` и подтверждения риска.
@@ -0,0 +1,16 @@
+plugins {
+    id("com.android.application")
+}
+
+android {
+    namespace = "xyz.kusoft.tradebotmonitor"
+    compileSdk = 36
+
+    defaultConfig {
+        applicationId = "xyz.kusoft.tradebotmonitor"
+        minSdk = 26
+        targetSdk = 36
+        versionCode = 1
+        versionName = "0.1.0"
+    }
+}
@@ -0,0 +1,33 @@
+<?xml version="1.0" encoding="utf-8"?>
+<manifest xmlns:android="http://schemas.android.com/apk/res/android">
+    <uses-permission android:name="android.permission.INTERNET" />
+    <uses-permission android:name="android.permission.ACCESS_NETWORK_STATE" />
+    <uses-permission android:name="android.permission.RECEIVE_BOOT_COMPLETED" />
+
+    <application
+        android:allowBackup="true"
+        android:label="TradeBot"
+        android:theme="@style/AppTheme"
+        android:usesCleartextTraffic="true">
+        <activity
+            android:name=".MainActivity"
+            android:exported="true">
+            <intent-filter>
+                <action android:name="android.intent.action.MAIN" />
+                <category android:name="android.intent.category.LAUNCHER" />
+            </intent-filter>
+        </activity>
+
+        <receiver
+            android:name=".RetrainAlarmReceiver"
+            android:exported="false" />
+
+        <receiver
+            android:name=".BootReceiver"
+            android:exported="false">
+            <intent-filter>
+                <action android:name="android.intent.action.BOOT_COMPLETED" />
+            </intent-filter>
+        </receiver>
+    </application>
+</manifest>
@@ -0,0 +1,53 @@
+package xyz.kusoft.tradebotmonitor
+
+import android.graphics.Color
+
+data class AppPalette(
+    val isDark: Boolean,
+    val page: Int,
+    val panel: Int,
+    val panelAlt: Int,
+    val line: Int,
+    val text: Int,
+    val muted: Int,
+    val green: Int,
+    val red: Int,
+    val amber: Int,
+    val blue: Int,
+    val chartBg: Int,
+    val chartGrid: Int,
+) {
+    companion object {
+        fun dark() = AppPalette(
+            isDark = true,
+            page = Color.rgb(10, 14, 20),
+            panel = Color.rgb(18, 24, 32),
+            panelAlt = Color.rgb(24, 31, 41),
+            line = Color.rgb(49, 60, 75),
+            text = Color.rgb(237, 242, 247),
+            muted = Color.rgb(145, 158, 175),
+            green = Color.rgb(26, 188, 121),
+            red = Color.rgb(235, 85, 85),
+            amber = Color.rgb(236, 173, 74),
+            blue = Color.rgb(91, 141, 239),
+            chartBg = Color.rgb(9, 13, 19),
+            chartGrid = Color.rgb(38, 48, 61),
+        )
+
+        fun light() = AppPalette(
+            isDark = false,
+            page = Color.rgb(243, 245, 247),
+            panel = Color.WHITE,
+            panelAlt = Color.rgb(247, 249, 251),
+            line = Color.rgb(216, 224, 232),
+            text = Color.rgb(20, 27, 36),
+            muted = Color.rgb(92, 106, 122),
+            green = Color.rgb(18, 134, 88),
+            red = Color.rgb(194, 65, 63),
+            amber = Color.rgb(173, 116, 24),
+            blue = Color.rgb(37, 99, 235),
+            chartBg = Color.rgb(13, 18, 25),
+            chartGrid = Color.rgb(44, 56, 70),
+        )
+    }
+}
@@ -0,0 +1,35 @@
+package xyz.kusoft.tradebotmonitor
+
+import android.content.Context
+
+class AppPrefs(context: Context) {
+    private val prefs = context.getSharedPreferences("tradebot_monitor", Context.MODE_PRIVATE)
+
+    var apiBaseUrl: String
+        get() = prefs.getString("api_base_url", "http://192.168.0.185:8787") ?: "http://192.168.0.185:8787"
+        set(value) = prefs.edit().putString("api_base_url", value.trim().trimEnd('/')).apply()
+
+    var commandToken: String
+        get() = prefs.getString("command_token", "") ?: ""
+        set(value) = prefs.edit().putString("command_token", value.trim()).apply()
+
+    var retrainWebhookUrl: String
+        get() = prefs.getString("retrain_webhook_url", "") ?: ""
+        set(value) = prefs.edit().putString("retrain_webhook_url", value.trim()).apply()
+
+    var selectedSymbol: String
+        get() = prefs.getString("selected_symbol", "BTCUSDT") ?: "BTCUSDT"
+        set(value) = prefs.edit().putString("selected_symbol", value).apply()
+
+    var themeMode: String
+        get() = prefs.getString("theme_mode", "dark") ?: "dark"
+        set(value) = prefs.edit().putString("theme_mode", value).apply()
+
+    var retrainScheduleEnabled: Boolean
+        get() = prefs.getBoolean("retrain_schedule_enabled", false)
+        set(value) = prefs.edit().putBoolean("retrain_schedule_enabled", value).apply()
+
+    var retrainIntervalHours: Int
+        get() = prefs.getInt("retrain_interval_hours", 6)
+        set(value) = prefs.edit().putInt("retrain_interval_hours", value.coerceAtLeast(1)).apply()
+}
@@ -0,0 +1,230 @@
+package xyz.kusoft.tradebotmonitor
+
+import android.content.Context
+import android.graphics.Canvas
+import android.graphics.Paint
+import android.graphics.RectF
+import android.view.View
+import java.text.SimpleDateFormat
+import java.util.Date
+import java.util.Locale
+import kotlin.math.max
+import kotlin.math.min
+
+class CandleChartView(context: Context) : View(context) {
+    var candles: List<Candle> = emptyList()
+        set(value) {
+            field = value.takeLast(90)
+            invalidate()
+        }
+
+    var palette: AppPalette = AppPalette.dark()
+        set(value) {
+            field = value
+            invalidate()
+        }
+
+    private val paint = Paint(Paint.ANTI_ALIAS_FLAG)
+    private val textPaint = Paint(Paint.ANTI_ALIAS_FLAG).apply {
+        textSize = 11f * resources.displayMetrics.scaledDensity
+        typeface = android.graphics.Typeface.create("sans", android.graphics.Typeface.NORMAL)
+    }
+    private val dateFormat = SimpleDateFormat("dd.MM HH:mm", Locale("ru", "RU"))
+
+    override fun onDraw(canvas: Canvas) {
+        super.onDraw(canvas)
+        canvas.drawColor(palette.chartBg)
+        val rows = candles.filter { it.high > 0.0 && it.low > 0.0 }
+        if (rows.size < 2) {
+            drawEmpty(canvas)
+            return
+        }
+
+        val left = dp(8).toFloat()
+        val right = width - dp(62).toFloat()
+        val top = dp(12).toFloat()
+        val bottom = height - dp(24).toFloat()
+        val volumeHeight = max(dp(44).toFloat(), height * 0.17f)
+        val chartBottom = bottom - volumeHeight - dp(8)
+        val chartHeight = max(dp(120).toFloat(), chartBottom - top)
+        val plotWidth = right - left
+
+        val values = mutableListOf<Double>()
+        rows.forEach {
+            values += it.high
+            values += it.low
+            it.ema50?.let(values::add)
+            it.ema200?.let(values::add)
+        }
+        var minPrice = values.minOrNull() ?: 0.0
+        var maxPrice = values.maxOrNull() ?: 1.0
+        val rawRange = max(maxPrice - minPrice, maxPrice * 0.0001)
+        minPrice -= rawRange * 0.08
+        maxPrice += rawRange * 0.08
+        val range = max(maxPrice - minPrice, 1e-9)
+
+        fun y(value: Double): Float = (top + ((maxPrice - value) / range).toFloat() * chartHeight)
+        fun x(index: Int): Float {
+            val step = plotWidth / rows.size
+            return left + index * step + step / 2f
+        }
+
+        drawGrid(canvas, left, right, top, chartHeight, minPrice, maxPrice)
+        drawVolumes(canvas, rows, left, plotWidth, chartBottom + dp(8), volumeHeight - dp(4))
+        val bodyWidth = (plotWidth / rows.size * 0.62f).coerceIn(dp(3).toFloat(), dp(10).toFloat())
+        rows.forEachIndexed { index, candle -> drawCandle(canvas, candle, x(index), bodyWidth, ::y) }
+        drawAverageLine(canvas, rows, { it.ema50 }, ::x, ::y, android.graphics.Color.rgb(147, 197, 253))
+        drawAverageLine(canvas, rows, { it.ema200 }, ::x, ::y, android.graphics.Color.rgb(245, 158, 11))
+        drawLastPrice(canvas, rows.last(), left, right, ::y)
+        drawTimeAxis(canvas, rows, left, plotWidth, height - dp(7).toFloat())
+    }
+
+    private fun drawEmpty(canvas: Canvas) {
+        textPaint.color = android.graphics.Color.rgb(148, 163, 184)
+        textPaint.textAlign = Paint.Align.LEFT
+        canvas.drawText("Нет свечей для графика", dp(14).toFloat(), dp(30).toFloat(), textPaint)
+    }
+
+    private fun drawGrid(
+        canvas: Canvas,
+        left: Float,
+        right: Float,
+        top: Float,
+        chartHeight: Float,
+        minPrice: Double,
+        maxPrice: Double,
+    ) {
+        paint.style = Paint.Style.STROKE
+        paint.strokeWidth = 1f
+        paint.color = palette.chartGrid
+        textPaint.color = android.graphics.Color.rgb(154, 167, 183)
+        textPaint.textAlign = Paint.Align.RIGHT
+        for (i in 0..5) {
+            val ratio = i / 5f
+            val yy = top + chartHeight * ratio
+            canvas.drawLine(left, yy, right + dp(4), yy, paint)
+            val price = maxPrice - (maxPrice - minPrice) * ratio
+            canvas.drawText(compactPrice(price), width - dp(5).toFloat(), yy + dp(4), textPaint)
+        }
+    }
+
+    private fun drawVolumes(
+        canvas: Canvas,
+        rows: List<Candle>,
+        left: Float,
+        plotWidth: Float,
+        top: Float,
+        height: Float,
+    ) {
+        val maxVolume = max(rows.maxOf { it.volume }, 1.0)
+        val step = plotWidth / rows.size
+        val barWidth = (step * 0.56f).coerceIn(dp(2).toFloat(), dp(8).toFloat())
+        paint.style = Paint.Style.FILL
+        rows.forEachIndexed { index, candle ->
+            val up = candle.close >= candle.open
+            paint.color = if (up) withAlpha(palette.green, 90) else withAlpha(palette.red, 90)
+            val barHeight = max(1f, (candle.volume / maxVolume).toFloat() * height)
+            val x = left + index * step + step / 2f - barWidth / 2f
+            canvas.drawRect(x, top + height - barHeight, x + barWidth, top + height, paint)
+        }
+    }
+
+    private fun drawCandle(
+        canvas: Canvas,
+        candle: Candle,
+        x: Float,
+        bodyWidth: Float,
+        y: (Double) -> Float,
+    ) {
+        val up = candle.close >= candle.open
+        val color = if (up) palette.green else palette.red
+        paint.color = color
+        paint.strokeWidth = 1.1f
+        paint.style = Paint.Style.STROKE
+        canvas.drawLine(x, y(candle.high), x, y(candle.low), paint)
+
+        val top = y(max(candle.open, candle.close))
+        val bottom = y(min(candle.open, candle.close))
+        paint.style = Paint.Style.FILL
+        val bodyHeight = max(1.5f, bottom - top)
+        canvas.drawRect(RectF(x - bodyWidth / 2f, top, x + bodyWidth / 2f, top + bodyHeight), paint)
+    }
+
+    private fun drawAverageLine(
+        canvas: Canvas,
+        rows: List<Candle>,
+        getter: (Candle) -> Double?,
+        x: (Int) -> Float,
+        y: (Double) -> Float,
+        color: Int,
+    ) {
+        paint.color = color
+        paint.strokeWidth = 1.35f
+        paint.style = Paint.Style.STROKE
+        var started = false
+        rows.forEachIndexed { index, candle ->
+            val value = getter(candle) ?: return@forEachIndexed
+            if (value <= 0.0) return@forEachIndexed
+            if (!started) {
+                canvas.save()
+                paint.pathEffect = null
+                canvas.restore()
+                started = true
+                val xx = x(index)
+                val yy = y(value)
+                canvas.drawPoint(xx, yy, paint)
+                paint.strokeWidth = 1.35f
+                android.graphics.Path().also { path ->
+                    path.moveTo(xx, yy)
+                    for (next in index + 1 until rows.size) {
+                        val nextValue = getter(rows[next]) ?: continue
+                        if (nextValue > 0.0) path.lineTo(x(next), y(nextValue))
+                    }
+                    canvas.drawPath(path, paint)
+                }
+                return
+            }
+        }
+    }
+
+    private fun drawLastPrice(canvas: Canvas, candle: Candle, left: Float, right: Float, y: (Double) -> Float) {
+        val yy = y(candle.close)
+        paint.style = Paint.Style.STROKE
+        paint.strokeWidth = 1f
+        paint.color = android.graphics.Color.rgb(229, 231, 235)
+        paint.pathEffect = android.graphics.DashPathEffect(floatArrayOf(8f, 6f), 0f)
+        canvas.drawLine(left, yy, right + dp(4), yy, paint)
+        paint.pathEffect = null
+
+        textPaint.color = android.graphics.Color.rgb(229, 231, 235)
+        textPaint.textAlign = Paint.Align.RIGHT
+        canvas.drawText(compactPrice(candle.close), width - dp(5).toFloat(), yy - dp(3), textPaint)
+    }
+
+    private fun drawTimeAxis(canvas: Canvas, rows: List<Candle>, left: Float, plotWidth: Float, baseline: Float) {
+        textPaint.color = android.graphics.Color.rgb(154, 167, 183)
+        textPaint.textAlign = Paint.Align.CENTER
+        val ticks = min(5, rows.size)
+        for (i in 0 until ticks) {
+            val index = ((rows.size - 1) * (i / max(1f, (ticks - 1).toFloat()))).toInt().coerceIn(0, rows.lastIndex)
+            val step = plotWidth / rows.size
+            val xx = left + index * step + step / 2f
+            val timestamp = rows[index].timestamp
+            val date = if (timestamp > 100_000_000_000L) Date(timestamp) else Date(timestamp * 1000L)
+            canvas.drawText(dateFormat.format(date), xx, baseline, textPaint)
+        }
+    }
+
+    private fun compactPrice(value: Double): String =
+        when {
+            value >= 1000.0 -> "%,.0f".format(Locale.US, value)
+            value >= 1.0 -> "%,.3f".format(Locale.US, value)
+            else -> "%.8f".format(Locale.US, value).trimEnd('0').trimEnd('.')
+        }
+
+    private fun withAlpha(color: Int, alpha: Int): Int =
+        android.graphics.Color.argb(alpha, android.graphics.Color.red(color), android.graphics.Color.green(color), android.graphics.Color.blue(color))
+
+    private fun dp(value: Int): Int =
+        (value * resources.displayMetrics.density).toInt()
+}
@@ -0,0 +1,787 @@
+package xyz.kusoft.tradebotmonitor
+
+import android.app.Activity
+import android.graphics.Typeface
+import android.graphics.drawable.GradientDrawable
+import android.os.Bundle
+import android.os.Handler
+import android.os.Looper
+import android.text.InputType
+import android.view.Gravity
+import android.view.View
+import android.view.ViewGroup
+import android.widget.EditText
+import android.widget.FrameLayout
+import android.widget.GridLayout
+import android.widget.HorizontalScrollView
+import android.widget.LinearLayout
+import android.widget.ScrollView
+import android.widget.TextView
+import android.widget.Toast
+import org.json.JSONObject
+import java.text.SimpleDateFormat
+import java.util.Date
+import java.util.Locale
+import java.util.concurrent.Executors
+import kotlin.math.abs
+
+class MainActivity : Activity() {
+    private lateinit var prefs: AppPrefs
+    private lateinit var root: LinearLayout
+    private lateinit var tabBar: LinearLayout
+    private lateinit var contentHost: FrameLayout
+    private lateinit var headline: TextView
+    private lateinit var statusView: TextView
+
+    private val executor = Executors.newSingleThreadExecutor()
+    private val mainHandler = Handler(Looper.getMainLooper())
+    private var snapshot: BotSnapshot? = null
+    private var lastError: String = ""
+    private var activeTab: String = "markets"
+    private var palette: AppPalette = AppPalette.dark()
+
+    private val refreshRunnable = object : Runnable {
+        override fun run() {
+            refreshData(silent = true)
+            mainHandler.postDelayed(this, 5000L)
+        }
+    }
+
+    override fun onCreate(savedInstanceState: Bundle?) {
+        super.onCreate(savedInstanceState)
+        prefs = AppPrefs(this)
+        palette = if (prefs.themeMode == "light") AppPalette.light() else AppPalette.dark()
+        buildShell()
+        refreshData(silent = false)
+        mainHandler.postDelayed(refreshRunnable, 5000L)
+    }
+
+    override fun onDestroy() {
+        mainHandler.removeCallbacks(refreshRunnable)
+        executor.shutdownNow()
+        super.onDestroy()
+    }
+
+    private fun buildShell() {
+        root = LinearLayout(this).apply {
+            orientation = LinearLayout.VERTICAL
+            setBackgroundColor(palette.page)
+        }
+        setContentView(root)
+
+        val top = LinearLayout(this).apply {
+            orientation = LinearLayout.HORIZONTAL
+            gravity = Gravity.CENTER_VERTICAL
+            setPadding(dp(14), dp(12), dp(14), dp(8))
+        }
+        val titleBox = LinearLayout(this).apply { orientation = LinearLayout.VERTICAL }
+        titleBox.addView(text("TradeBot", 20f, Typeface.BOLD))
+        headline = text("Подключаюсь к API бота...", 12f, Typeface.NORMAL, palette.muted)
+        titleBox.addView(headline)
+        top.addView(titleBox, LinearLayout.LayoutParams(0, ViewGroup.LayoutParams.WRAP_CONTENT, 1f))
+        statusView = label("Проверка", "warn")
+        top.addView(statusView)
+        root.addView(top)
+
+        tabBar = LinearLayout(this).apply {
+            orientation = LinearLayout.HORIZONTAL
+            setPadding(dp(10), 0, dp(10), dp(8))
+        }
+        root.addView(tabBar)
+
+        contentHost = FrameLayout(this)
+        root.addView(contentHost, LinearLayout.LayoutParams(ViewGroup.LayoutParams.MATCH_PARENT, 0, 1f))
+        renderTabs()
+        render()
+    }
+
+    private fun refreshData(silent: Boolean) {
+        executor.execute {
+            try {
+                val data = TradeBotApi(prefs.apiBaseUrl, prefs.commandToken).fetchSnapshot()
+                mainHandler.post {
+                    snapshot = data
+                    lastError = ""
+                    ensureSelectedSymbol()
+                    updateHeader()
+                    render()
+                }
+            } catch (error: Exception) {
+                mainHandler.post {
+                    lastError = error.message ?: "ошибка подключения"
+                    updateHeader()
+                    if (!silent) toast(lastError)
+                    render()
+                }
+            }
+        }
+    }
+
+    private fun renderTabs() {
+        tabBar.removeAllViews()
+        listOf(
+            "overview" to "Обзор",
+            "markets" to "Рынки",
+            "training" to "Обучение",
+            "settings" to "Настройки",
+        ).forEach { (id, title) ->
+            tabBar.addView(
+                button(title, selected = activeTab == id) {
+                    activeTab = id
+                    renderTabs()
+                    render()
+                },
+                LinearLayout.LayoutParams(0, dp(38), 1f).apply { setMargins(dp(3), 0, dp(3), 0) },
+            )
+        }
+    }
+
+    private fun updateHeader() {
+        val data = snapshot
+        if (data == null) {
+            headline.text = if (lastError.isBlank()) "Нет данных" else "Ошибка: $lastError"
+            statusView.text = "Нет связи"
+            styleLabel(statusView, "bad")
+            return
+        }
+        val symbols = data.markets.joinToString(", ") { it.symbol }
+        headline.text = "${modeLabel(data.mode)} · ${symbols.ifBlank { "пары не загружены" }}"
+        statusView.text = if (data.running) "Работает" else "Остановлен"
+        styleLabel(statusView, if (data.ok && data.running) "ok" else "warn")
+    }
+
+    private fun render() {
+        contentHost.removeAllViews()
+        val view = when (activeTab) {
+            "overview" -> overviewScreen()
+            "training" -> trainingScreen()
+            "settings" -> settingsScreen()
+            else -> marketsScreen()
+        }
+        contentHost.addView(view)
+    }
+
+    private fun overviewScreen(): View {
+        val data = snapshot
+        val box = scrollContent()
+        if (data == null) {
+            box.addView(emptyState())
+            return wrapScroll(box)
+        }
+        val pnl = data.positions.sumOf { it.unrealizedPnl }
+        box.addView(
+            metricGrid(
+                listOf(
+                    Metric("Equity", money(data.account.equity), "Оценка депозита"),
+                    Metric("Свободно USDT", money(data.account.cash), "Деньги без позиций"),
+                    Metric("Экспозиция", money(data.account.exposure), "${data.positions.size} открытых позиций"),
+                    Metric("PnL открыт.", signedMoney(pnl), "Нереализованный результат"),
+                    Metric("Режим", modeLabel(data.mode), if (data.running) "Бот принимает решения" else "Цикл остановлен"),
+                    Metric("Live готов", if (data.config.optBoolean("live_ready", false)) "да" else "нет", "Статус серверной защиты"),
+                ),
+            ),
+        )
+        box.addView(panel("Открытые позиции", positionsList(data.positions)))
+        box.addView(panel("Последние решения", signalList(data.signalsBySymbol.values.take(12).toList())))
+        return wrapScroll(box)
+    }
+
+    private fun marketsScreen(): View {
+        val data = snapshot
+        val box = scrollContent()
+        if (data == null) {
+            box.addView(emptyState())
+            return wrapScroll(box)
+        }
+        if (data.markets.isEmpty()) {
+            box.addView(emptyState("Рынки ещё не загружены"))
+            return wrapScroll(box)
+        }
+        ensureSelectedSymbol()
+        val selected = data.markets.firstOrNull { it.symbol == prefs.selectedSymbol } ?: data.markets.first()
+        val signal = data.signalsBySymbol[selected.symbol]
+        box.addView(pairSelector(data.markets, selected.symbol))
+
+        val chart = CandleChartView(this).apply {
+            palette = this@MainActivity.palette
+            candles = selected.candles
+        }
+        box.addView(panel("${selected.symbol} · 1h свечи", chart, fixedHeight = dp(332)))
+        box.addView(panel("Рынок сейчас", keyValueBlock(marketRows(selected))))
+        box.addView(panel("Torch прогноз", keyValueBlock(forecastRows(selected.forecast, signal))))
+        box.addView(panel("Размер позиции и Kelly", keyValueBlock(kellyRows(signal))))
+        box.addView(panel("Параметры, которые видит нейросеть", featureList(selected.forecast?.features.orEmpty())))
+        return wrapScroll(box)
+    }
+
+    private fun trainingScreen(): View {
+        val data = snapshot
+        val box = scrollContent()
+        box.addView(panel("Состояние переобучения", keyValueBlock(retrainRows(data?.retrain ?: JSONObject()))))
+
+        val webhookInput = input("URL запуска retrain на Windows", prefs.retrainWebhookUrl)
+        box.addView(panel("Удалённый запуск обучения", LinearLayout(this).apply {
+            orientation = LinearLayout.VERTICAL
+            addView(webhookInput)
+            addView(text("Телефон отправляет POST-команду. Само обучение остаётся на Windows-машине, а не на телефоне.", 12f, Typeface.NORMAL, palette.muted).withTopMargin(8))
+            addView(horizontalButtons(listOf(
+                "Сохранить URL" to {
+                    prefs.retrainWebhookUrl = webhookInput.text.toString()
+                    toast("URL retrain сохранён")
+                },
+                "Запустить сейчас" to {
+                    prefs.retrainWebhookUrl = webhookInput.text.toString()
+                    triggerRetrainNow()
+                },
+            )).withTopMargin(10))
+        }))
+
+        box.addView(panel("Расписание retrain", scheduleBlock()))
+        box.addView(panel("Gate модели", keyValueBlock(gateRows(data?.backtest ?: JSONObject()))))
+        return wrapScroll(box)
+    }
+
+    private fun settingsScreen(): View {
+        val data = snapshot
+        val box = scrollContent()
+        val apiInput = input("Адрес API бота", prefs.apiBaseUrl)
+        val tokenInput = input("Токен команд, если включим защиту API", prefs.commandToken).apply {
+            inputType = InputType.TYPE_CLASS_TEXT or InputType.TYPE_TEXT_VARIATION_PASSWORD
+        }
+        box.addView(panel("Подключение", LinearLayout(this).apply {
+            orientation = LinearLayout.VERTICAL
+            addView(apiInput)
+            addView(tokenInput.withTopMargin(8))
+            addView(horizontalButtons(listOf(
+                "Сохранить" to {
+                    prefs.apiBaseUrl = apiInput.text.toString()
+                    prefs.commandToken = tokenInput.text.toString()
+                    refreshData(silent = false)
+                    toast("Настройки подключения сохранены")
+                },
+                "Обновить" to { refreshData(silent = false) },
+            )).withTopMargin(10))
+        }))
+
+        box.addView(panel("Тема приложения", horizontalButtons(listOf(
+            "Тёмная" to {
+                prefs.themeMode = "dark"
+                palette = AppPalette.dark()
+                buildShell()
+                refreshData(silent = true)
+            },
+            "Светлая" to {
+                prefs.themeMode = "light"
+                palette = AppPalette.light()
+                buildShell()
+                refreshData(silent = true)
+            },
+        ))))
+
+        box.addView(panel("Переход к live-торговле", liveTransitionBlock(data)))
+        return wrapScroll(box)
+    }
+
+    private fun pairSelector(markets: List<MarketItem>, selected: String): View {
+        val row = LinearLayout(this).apply {
+            orientation = LinearLayout.HORIZONTAL
+            setPadding(0, 0, 0, dp(8))
+        }
+        markets.forEach { market ->
+            val edge = market.forecast?.expectedReturnPercent ?: 0.0
+            val view = button("${market.symbol}\n${signedPercent(edge, 3)}", selected = market.symbol == selected) {
+                prefs.selectedSymbol = market.symbol
+                render()
+            }.apply {
+                gravity = Gravity.CENTER
+                textSize = 12f
+            }
+            row.addView(view, LinearLayout.LayoutParams(dp(104), dp(54)).apply { setMargins(0, 0, dp(7), 0) })
+        }
+        return HorizontalScrollView(this).apply {
+            isHorizontalScrollBarEnabled = false
+            addView(row)
+        }
+    }
+
+    private fun marketRows(market: MarketItem): List<Pair<String, String>> {
+        val ticker = market.ticker
+        val candle = market.candles.lastOrNull()
+        return listOf(
+            "Цена" to price(ticker?.lastPrice ?: candle?.close ?: 0.0),
+            "Изменение 24ч" to signedPercent(ticker?.change24h ?: 0.0, 2),
+            "Спред" to percent(ticker?.spreadPercent ?: 0.0, 4),
+            "Оборот 24ч" to money(ticker?.turnover24h ?: 0.0, 0),
+            "RSI 14" to number(candle?.rsi14 ?: 0.0, 2),
+            "ATR 14" to price(candle?.atr14 ?: 0.0),
+            "EMA50" to price(candle?.ema50 ?: 0.0),
+            "EMA200" to price(candle?.ema200 ?: 0.0),
+            "Качество данных" to "${qualityLabel(market.qualityStatus)} · ${percent(market.qualityScore * 100.0, 0)}",
+        )
+    }
+
+    private fun forecastRows(forecast: ForecastData?, signal: SignalData?): List<Pair<String, String>> {
+        if (forecast == null) {
+            return listOf("Статус" to "Нет прогноза Torch")
+        }
+        return listOf(
+            "Модель" to modelLabel(forecast.model),
+            "Горизонт" to if (forecast.horizon > 0) "${forecast.horizon} свеч. вперёд" else "нет данных",
+            "Edge" to signedPercent(signal?.expectedReturnPercent ?: forecast.expectedReturnPercent, 4),
+            "P(up)" to probability(forecast.probabilityUp),
+            "Confidence" to probability(signal?.confidence ?: 0.0),
+            "Skill" to number(forecast.skill, 4),
+            "Волатильность" to percent(forecast.volatilityPercent, 4),
+            "Q10 / Q50 / Q90" to "${signedPercent(forecast.q10Percent, 3)} / ${signedPercent(forecast.q50Percent, 3)} / ${signedPercent(forecast.q90Percent, 3)}",
+            "Gate" to gateLabel(forecast.qualityGatePassed),
+            "Причина" to forecast.reason.ifBlank { signal?.reason.orEmpty() },
+        )
+    }
+
+    private fun kellyRows(signal: SignalData?): List<Pair<String, String>> {
+        val sizing = signal?.diagnostics?.optJSONObject("position_sizing") ?: JSONObject()
+        return listOf(
+            "Действие" to actionLabel(signal?.action.orEmpty()),
+            "Размер сейчас" to money(signal?.positionNotionalUsdt ?: 0.0),
+            "Цель Kelly по паре" to money(sizing.optDouble("kelly_target_notional_usdt", 0.0)),
+            "Уже занято в паре" to money(sizing.optDouble("symbol_exposure_usdt", 0.0)),
+            "Остаток Kelly" to money(sizing.optDouble("kelly_remaining_notional_usdt", 0.0)),
+            "Множитель edge" to number(sizing.optDouble("torch_edge_multiplier", 0.0), 4),
+            "Множитель P(up)" to number(sizing.optDouble("torch_probability_multiplier", 0.0), 4),
+            "Множитель skill" to number(sizing.optDouble("torch_skill_multiplier", 0.0), 4),
+        )
+    }
+
+    private fun retrainRows(retrain: JSONObject): List<Pair<String, String>> =
+        listOf(
+            "Доступно" to yesNo(retrain.optBoolean("available", false)),
+            "Принята новая модель" to yesNo(retrain.optBoolean("accepted", false)),
+            "Причина guard" to retrain.optStringClean("reason").ifBlank { "нет данных" },
+            "Файл отчёта" to retrain.optStringClean("path"),
+        )
+
+    private fun gateRows(backtest: JSONObject): List<Pair<String, String>> {
+        val validation = backtest.optJSONObject("validation") ?: JSONObject()
+        val replay = backtest.optJSONObject("full_replay") ?: JSONObject()
+        return listOf(
+            "Доступно" to yesNo(backtest.optBoolean("available", false)),
+            "Validation" to if (validation.optBoolean("passed", false)) "пройден" else validation.optStringClean("status").ifBlank { "нет данных" },
+            "Replay сделок" to replay.optInt("trades", 0).toString(),
+            "Replay PnL" to signedMoney(replay.optDouble("net_pnl", 0.0)),
+            "Файл отчёта" to backtest.optStringClean("path"),
+        )
+    }
+
+    private fun liveTransitionBlock(data: BotSnapshot?): View {
+        val config = data?.config ?: JSONObject()
+        val running = data?.running ?: false
+        val steps = listOf(
+            "Остановить бота перед переключением" to !running,
+            "На сервере выставить TRADING_MODE=live" to (config.optStringClean("trading_mode") == "live"),
+            "Работать с mainnet, не testnet" to !config.optBoolean("bybit_testnet", true),
+            "ENABLE_LIVE_TRADING=true и LIVE_TRADING_CONFIRM=I_ACCEPT_REAL_RISK" to config.optBoolean("live_ready", false),
+            "Bybit API key/secret настроены на сервере" to config.optBoolean("live_ready", false),
+            "Лимит live-ордера задан" to (config.optDouble("live_order_max_usdt", 0.0) > 0.0),
+            "Риск и Kelly-лимиты проверены" to (config.optDouble("risk_per_trade_percent", 0.0) > 0.0 && config.optDouble("max_total_exposure_usdt", 0.0) > 0.0),
+        )
+        val box = LinearLayout(this).apply { orientation = LinearLayout.VERTICAL }
+        box.addView(keyValueBlock(listOf(
+            "Текущий режим" to modeLabel(data?.mode.orEmpty()),
+            "Live готов" to yesNo(config.optBoolean("live_ready", false)),
+            "Максимум live-ордера" to money(config.optDouble("live_order_max_usdt", 0.0)),
+            "Риск на сделку" to percent(config.optDouble("risk_per_trade_percent", 0.0) * 100.0, 2),
+        )))
+        steps.forEach { (title, passed) ->
+            box.addView(stepRow(title, passed).withTopMargin(6))
+        }
+        box.addView(text("Приложение показывает готовность и может остановить/запустить цикл, но не включает реальные ордера одной кнопкой. Переключение live остаётся через серверный .env и явное подтверждение риска.", 12f, Typeface.NORMAL, palette.muted).withTopMargin(10))
+        box.addView(horizontalButtons(listOf(
+            "Остановить бота" to { sendControl(stop = true) },
+            "Запустить цикл" to { sendControl(stop = false) },
+        )).withTopMargin(10))
+        return box
+    }
+
+    private fun scheduleBlock(): View {
+        val box = LinearLayout(this).apply { orientation = LinearLayout.VERTICAL }
+        box.addView(keyValueBlock(listOf(
+            "Статус" to if (prefs.retrainScheduleEnabled) "включено" else "выключено",
+            "Интервал" to "${prefs.retrainIntervalHours} ч",
+            "Webhook" to prefs.retrainWebhookUrl.ifBlank { "не задан" },
+        )))
+        box.addView(horizontalButtons(listOf(
+            "1ч" to { setRetrainInterval(1) },
+            "3ч" to { setRetrainInterval(3) },
+            "6ч" to { setRetrainInterval(6) },
+            "12ч" to { setRetrainInterval(12) },
+        )).withTopMargin(8))
+        box.addView(horizontalButtons(listOf(
+            "Включить расписание" to {
+                prefs.retrainScheduleEnabled = true
+                RetrainScheduler.schedule(this, prefs.retrainIntervalHours)
+                toast("Расписание retrain включено")
+                render()
+            },
+            "Отключить" to {
+                prefs.retrainScheduleEnabled = false
+                RetrainScheduler.cancel(this)
+                toast("Расписание retrain отключено")
+                render()
+            },
+        )).withTopMargin(8))
+        return box
+    }
+
+    private fun setRetrainInterval(hours: Int) {
+        prefs.retrainIntervalHours = hours
+        if (prefs.retrainScheduleEnabled) {
+            RetrainScheduler.schedule(this, hours)
+        }
+        toast("Интервал retrain: $hours ч")
+        render()
+    }
+
+    private fun triggerRetrainNow() {
+        executor.execute {
+            try {
+                val message = RetrainCommandClient(prefs.retrainWebhookUrl, prefs.commandToken).triggerNow()
+                mainHandler.post { toast(message.take(180)) }
+            } catch (error: Exception) {
+                mainHandler.post { toast(error.message ?: "retrain не запущен") }
+            }
+        }
+    }
+
+    private fun sendControl(stop: Boolean) {
+        executor.execute {
+            try {
+                val api = TradeBotApi(prefs.apiBaseUrl, prefs.commandToken)
+                if (stop) api.stopBot() else api.startBot()
+                mainHandler.post {
+                    toast(if (stop) "Команда остановки отправлена" else "Команда запуска отправлена")
+                    refreshData(silent = true)
+                }
+            } catch (error: Exception) {
+                mainHandler.post { toast(error.message ?: "Команда не выполнена") }
+            }
+        }
+    }
+
+    private fun ensureSelectedSymbol() {
+        val data = snapshot ?: return
+        if (data.markets.none { it.symbol == prefs.selectedSymbol }) {
+            prefs.selectedSymbol = data.markets.firstOrNull()?.symbol ?: "BTCUSDT"
+        }
+    }
+
+    private fun metricGrid(metrics: List<Metric>): View {
+        val grid = GridLayout(this).apply {
+            columnCount = 2
+            rowCount = (metrics.size + 1) / 2
+        }
+        metrics.forEach { item ->
+            grid.addView(metricBox(item), GridLayout.LayoutParams().apply {
+                width = 0
+                height = ViewGroup.LayoutParams.WRAP_CONTENT
+                columnSpec = GridLayout.spec(GridLayout.UNDEFINED, 1f)
+                setMargins(dp(4), dp(4), dp(4), dp(4))
+            })
+        }
+        return grid
+    }
+
+    private fun metricBox(metric: Metric): View =
+        LinearLayout(this).apply {
+            orientation = LinearLayout.VERTICAL
+            setPadding(dp(10), dp(9), dp(10), dp(9))
+            background = boxDrawable(palette.panelAlt, palette.line, 6)
+            addView(text(metric.name, 12f, Typeface.NORMAL, palette.muted))
+            addView(text(metric.value, 19f, Typeface.BOLD, colorForSigned(metric.value)).withTopMargin(4))
+            addView(text(metric.hint, 11f, Typeface.NORMAL, palette.muted).withTopMargin(4))
+        }
+
+    private fun positionsList(rows: List<PositionData>): View {
+        if (rows.isEmpty()) return text("Открытых позиций нет", 13f, Typeface.NORMAL, palette.muted)
+        return LinearLayout(this).apply {
+            orientation = LinearLayout.VERTICAL
+            rows.forEach { row ->
+                addView(keyValueBlock(listOf(
+                    row.symbol to "${money(row.marketValue)} · ${signedPercent(row.unrealizedPnlPercent, 2)}",
+                    "Вход" to price(row.entryPrice),
+                    "Текущая" to price(row.markPrice),
+                    "PnL" to signedMoney(row.unrealizedPnl),
+                )).withBottomMargin(8))
+            }
+        }
+    }
+
+    private fun signalList(rows: List<SignalData>): View {
+        if (rows.isEmpty()) return text("Сигналов пока нет", 13f, Typeface.NORMAL, palette.muted)
+        return LinearLayout(this).apply {
+            orientation = LinearLayout.VERTICAL
+            rows.forEach { signal ->
+                addView(keyValueBlock(listOf(
+                    signal.symbol to "${actionLabel(signal.action)} · ${probability(signal.confidence)}",
+                    "Edge" to signedPercent(signal.expectedReturnPercent, 4),
+                    "P(up)" to probability(signal.probabilityUp),
+                    "Размер" to money(signal.positionNotionalUsdt),
+                    "Причина" to signal.reason,
+                )).withBottomMargin(8))
+            }
+        }
+    }
+
+    private fun featureList(features: List<FeatureItem>): View {
+        if (features.isEmpty()) return text("Torch ещё не отдал параметры для этой пары", 13f, Typeface.NORMAL, palette.muted)
+        val box = LinearLayout(this).apply { orientation = LinearLayout.VERTICAL }
+        features.take(18).forEach { feature ->
+            val title = feature.label.ifBlank { "Параметр" }
+            val subtitle = listOf(feature.group, feature.rawDisplay, feature.modelDisplay)
+                .filter { it.isNotBlank() }
+                .joinToString(" · ")
+            box.addView(LinearLayout(this).apply {
+                orientation = LinearLayout.VERTICAL
+                setPadding(0, dp(7), 0, dp(7))
+                addView(text(title, 13f, Typeface.BOLD))
+                addView(text(subtitle, 12f, Typeface.NORMAL, palette.muted).withTopMargin(2))
+                if (feature.interpretation.isNotBlank()) {
+                    addView(text(feature.interpretation, 12f, Typeface.NORMAL, palette.text).withTopMargin(3))
+                }
+            })
+        }
+        return box
+    }
+
+    private fun keyValueBlock(rows: List<Pair<String, String>>): View =
+        LinearLayout(this).apply {
+            orientation = LinearLayout.VERTICAL
+            rows.forEach { (key, value) ->
+                addView(LinearLayout(this@MainActivity).apply {
+                    orientation = LinearLayout.HORIZONTAL
+                    gravity = Gravity.CENTER_VERTICAL
+                    setPadding(0, dp(6), 0, dp(6))
+                    addView(text(key, 12f, Typeface.NORMAL, palette.muted), LinearLayout.LayoutParams(0, ViewGroup.LayoutParams.WRAP_CONTENT, 1f))
+                    addView(text(value.ifBlank { "нет данных" }, 13f, Typeface.BOLD, colorForSigned(value)).apply {
+                        gravity = Gravity.END
+                    }, LinearLayout.LayoutParams(0, ViewGroup.LayoutParams.WRAP_CONTENT, 1.05f))
+                })
+            }
+        }
+
+    private fun stepRow(title: String, passed: Boolean): View =
+        LinearLayout(this).apply {
+            orientation = LinearLayout.HORIZONTAL
+            gravity = Gravity.CENTER_VERTICAL
+            setPadding(dp(9), dp(7), dp(9), dp(7))
+            background = boxDrawable(palette.panelAlt, if (passed) palette.green else palette.line, 5)
+            addView(text(if (passed) "OK" else "НУЖНО", 11f, Typeface.BOLD, if (passed) palette.green else palette.amber), LinearLayout.LayoutParams(dp(58), ViewGroup.LayoutParams.WRAP_CONTENT))
+            addView(text(title, 13f, Typeface.NORMAL, palette.text), LinearLayout.LayoutParams(0, ViewGroup.LayoutParams.WRAP_CONTENT, 1f))
+        }
+
+    private fun panel(title: String, body: View, fixedHeight: Int? = null): View =
+        LinearLayout(this).apply {
+            orientation = LinearLayout.VERTICAL
+            background = boxDrawable(palette.panel, palette.line, 8)
+            setPadding(dp(11), dp(10), dp(11), dp(11))
+            addView(text(title, 15f, Typeface.BOLD))
+            val params = LinearLayout.LayoutParams(ViewGroup.LayoutParams.MATCH_PARENT, fixedHeight ?: ViewGroup.LayoutParams.WRAP_CONTENT)
+            addView(body.withTopMargin(9), params)
+        }.withBottomMargin(10)
+
+    private fun horizontalButtons(items: List<Pair<String, () -> Unit>>): View =
+        LinearLayout(this).apply {
+            orientation = LinearLayout.HORIZONTAL
+            items.forEach { (title, action) ->
+                addView(button(title, onClick = action), LinearLayout.LayoutParams(0, dp(40), 1f).apply { setMargins(dp(3), 0, dp(3), 0) })
+            }
+        }
+
+    private fun button(
+        title: String,
+        selected: Boolean = false,
+        onClick: () -> Unit,
+    ): TextView =
+        TextView(this).apply {
+            text = title
+            textSize = 13f
+            typeface = Typeface.DEFAULT_BOLD
+            gravity = Gravity.CENTER
+            setTextColor(if (selected) android.graphics.Color.WHITE else palette.text)
+            background = boxDrawable(if (selected) palette.blue else palette.panelAlt, if (selected) palette.blue else palette.line, 5)
+            setOnClickListener { onClick() }
+            isClickable = true
+            isFocusable = true
+        }
+
+    private fun label(title: String, kind: String): TextView =
+        TextView(this).apply {
+            text = title
+            textSize = 12f
+            typeface = Typeface.DEFAULT_BOLD
+            gravity = Gravity.CENTER
+            setPadding(dp(8), dp(5), dp(8), dp(5))
+            styleLabel(this, kind)
+        }
+
+    private fun styleLabel(view: TextView, kind: String) {
+        val color = when (kind) {
+            "ok" -> palette.green
+            "bad" -> palette.red
+            else -> palette.amber
+        }
+        view.setTextColor(color)
+        view.background = boxDrawable(withAlpha(color, if (palette.isDark) 34 else 22), color, 4)
+    }
+
+    private fun text(
+        value: String,
+        size: Float,
+        style: Int,
+        color: Int = palette.text,
+    ): TextView =
+        TextView(this).apply {
+            text = value
+            textSize = size
+            setTextColor(color)
+            typeface = Typeface.create(Typeface.DEFAULT, style)
+            includeFontPadding = true
+        }
+
+    private fun input(hint: String, value: String): EditText =
+        EditText(this).apply {
+            setText(value)
+            this.hint = hint
+            textSize = 13f
+            setSingleLine(true)
+            setTextColor(palette.text)
+            setHintTextColor(palette.muted)
+            setPadding(dp(10), 0, dp(10), 0)
+            background = boxDrawable(palette.panelAlt, palette.line, 5)
+            minHeight = dp(44)
+            inputType = InputType.TYPE_CLASS_TEXT or InputType.TYPE_TEXT_VARIATION_URI
+        }
+
+    private fun scrollContent(): LinearLayout =
+        LinearLayout(this).apply {
+            orientation = LinearLayout.VERTICAL
+            setPadding(dp(12), dp(8), dp(12), dp(18))
+        }
+
+    private fun wrapScroll(content: View): View =
+        ScrollView(this).apply {
+            setBackgroundColor(palette.page)
+            addView(content)
+        }
+
+    private fun emptyState(message: String = lastError.ifBlank { "Нет данных от API" }): View =
+        panel("Состояние", text(message, 13f, Typeface.NORMAL, palette.muted))
+
+    private fun boxDrawable(fill: Int, stroke: Int, radiusDp: Int): GradientDrawable =
+        GradientDrawable().apply {
+            setColor(fill)
+            cornerRadius = dp(radiusDp).toFloat()
+            setStroke(dp(1), stroke)
+        }
+
+    private fun View.withTopMargin(value: Int): View =
+        apply {
+            layoutParams = LinearLayout.LayoutParams(ViewGroup.LayoutParams.MATCH_PARENT, ViewGroup.LayoutParams.WRAP_CONTENT).apply {
+                setMargins(0, value, 0, 0)
+            }
+        }
+
+    private fun View.withBottomMargin(value: Int): View =
+        apply {
+            layoutParams = LinearLayout.LayoutParams(ViewGroup.LayoutParams.MATCH_PARENT, ViewGroup.LayoutParams.WRAP_CONTENT).apply {
+                setMargins(0, 0, 0, value)
+            }
+        }
+
+    private fun dp(value: Int): Int =
+        (value * resources.displayMetrics.density).toInt()
+
+    private fun toast(message: String) {
+        Toast.makeText(this, message, Toast.LENGTH_LONG).show()
+    }
+
+    private fun money(value: Double, digits: Int = 2): String =
+        "%,.${digits}f USDT".format(Locale.US, value)
+
+    private fun signedMoney(value: Double): String =
+        "${if (value >= 0.0) "+" else ""}${money(value)}"
+
+    private fun price(value: Double): String {
+        if (value == 0.0) return "нет данных"
+        val digits = when {
+            abs(value) >= 100.0 -> 2
+            abs(value) >= 1.0 -> 4
+            else -> 8
+        }
+        return "%,.${digits}f".format(Locale.US, value)
+    }
+
+    private fun number(value: Double, digits: Int = 2): String =
+        "%,.${digits}f".format(Locale.US, value)
+
+    private fun percent(value: Double, digits: Int = 2): String =
+        "${number(value, digits)}%"
+
+    private fun signedPercent(value: Double, digits: Int = 2): String =
+        "${if (value >= 0.0) "+" else ""}${percent(value, digits)}"
+
+    private fun probability(value: Double): String =
+        percent(value * 100.0, 1)
+
+    private fun yesNo(value: Boolean): String =
+        if (value) "да" else "нет"
+
+    private fun modeLabel(value: String): String =
+        when (value) {
+            "paper" -> "paper, симуляция"
+            "live" -> "live, реальные ордера"
+            else -> value.ifBlank { "нет данных" }
+        }
+
+    private fun modelLabel(value: String): String =
+        when (value) {
+            "torch_lstm" -> "PyTorch LSTM"
+            "torch_gru" -> "PyTorch GRU"
+            "none" -> "нет валидной Torch-модели"
+            else -> value.ifBlank { "нет данных" }
+        }
+
+    private fun gateLabel(value: Boolean?): String =
+        when (value) {
+            true -> "пройден"
+            false -> "не пройден"
+            null -> "нет данных"
+        }
+
+    private fun qualityLabel(value: String): String =
+        when (value) {
+            "ok" -> "норма"
+            "warn" -> "предупреждение"
+            "error" -> "ошибка"
+            else -> value.ifBlank { "нет данных" }
+        }
+
+    private fun actionLabel(value: String): String =
+        when (value) {
+            "BUY" -> "Покупка"
+            "SELL" -> "Продажа"
+            "HOLD" -> "Ждать"
+            else -> value.ifBlank { "нет данных" }
+        }
+
+    private fun colorForSigned(value: String): Int =
+        when {
+            value.startsWith("+") -> palette.green
+            value.startsWith("-") -> palette.red
+            else -> palette.text
+        }
+
+    private fun withAlpha(color: Int, alpha: Int): Int =
+        android.graphics.Color.argb(alpha, android.graphics.Color.red(color), android.graphics.Color.green(color), android.graphics.Color.blue(color))
+
+    data class Metric(val name: String, val value: String, val hint: String)
+}
@@ -0,0 +1,124 @@
+package xyz.kusoft.tradebotmonitor
+
+import org.json.JSONObject
+
+data class Candle(
+    val timestamp: Long,
+    val open: Double,
+    val high: Double,
+    val low: Double,
+    val close: Double,
+    val volume: Double,
+    val ema50: Double?,
+    val ema200: Double?,
+    val rsi14: Double?,
+    val atr14: Double?,
+    val macd: Double?,
+    val macdSignal: Double?,
+)
+
+data class TickerData(
+    val symbol: String,
+    val lastPrice: Double,
+    val bid: Double,
+    val ask: Double,
+    val turnover24h: Double,
+    val volume24h: Double,
+    val change24h: Double,
+    val spreadPercent: Double,
+)
+
+data class FeatureItem(
+    val group: String,
+    val label: String,
+    val rawDisplay: String,
+    val modelDisplay: String,
+    val interpretation: String,
+)
+
+data class ForecastData(
+    val model: String,
+    val expectedReturnPercent: Double,
+    val probabilityUp: Double,
+    val skill: Double,
+    val volatilityPercent: Double,
+    val horizon: Int,
+    val q10Percent: Double,
+    val q50Percent: Double,
+    val q90Percent: Double,
+    val qualityGatePassed: Boolean?,
+    val reason: String,
+    val features: List<FeatureItem>,
+)
+
+data class MarketItem(
+    val symbol: String,
+    val ticker: TickerData?,
+    val candles: List<Candle>,
+    val forecast: ForecastData?,
+    val qualityStatus: String,
+    val qualityScore: Double,
+)
+
+data class SignalData(
+    val symbol: String,
+    val action: String,
+    val confidence: Double,
+    val reason: String,
+    val diagnostics: JSONObject,
+) {
+    val expectedReturnPercent: Double
+        get() = diagnostics.optDoubleOrNull("expected_return_percent")
+            ?: diagnostics.optJSONObject("forecast")?.optDoubleOrNull("expected_return_percent")
+            ?: 0.0
+
+    val probabilityUp: Double
+        get() = diagnostics.optDoubleOrNull("probability_up")
+            ?: diagnostics.optJSONObject("forecast")?.optDoubleOrNull("probability_up")
+            ?: 0.0
+
+    val positionNotionalUsdt: Double
+        get() = diagnostics.optDoubleOrNull("position_notional_usdt")
+            ?: diagnostics.optJSONObject("position_sizing")?.optDoubleOrNull("notional_usdt")
+            ?: 0.0
+}
+
+data class PositionData(
+    val symbol: String,
+    val qty: Double,
+    val entryPrice: Double,
+    val markPrice: Double,
+    val notionalUsdt: Double,
+    val marketValue: Double,
+    val unrealizedPnl: Double,
+    val unrealizedPnlPercent: Double,
+)
+
+data class AccountData(
+    val equity: Double,
+    val cash: Double,
+    val exposure: Double,
+)
+
+data class BotSnapshot(
+    val ok: Boolean,
+    val running: Boolean,
+    val mode: String,
+    val account: AccountData,
+    val positions: List<PositionData>,
+    val markets: List<MarketItem>,
+    val signalsBySymbol: Map<String, SignalData>,
+    val config: JSONObject,
+    val retrain: JSONObject,
+    val backtest: JSONObject,
+    val fetchedAtMillis: Long,
+)
+
+fun JSONObject.optStringClean(name: String): String =
+    if (isNull(name)) "" else optString(name, "")
+
+fun JSONObject.optDoubleOrNull(name: String): Double? =
+    if (has(name) && !isNull(name)) optDouble(name) else null
+
+fun JSONObject.optBooleanOrNull(name: String): Boolean? =
+    if (has(name) && !isNull(name)) optBoolean(name) else null
@@ -0,0 +1,63 @@
+package xyz.kusoft.tradebotmonitor
+
+import android.app.AlarmManager
+import android.app.PendingIntent
+import android.content.BroadcastReceiver
+import android.content.Context
+import android.content.Intent
+import java.util.concurrent.Executors
+
+object RetrainScheduler {
+    private const val ACTION_RETRAIN = "xyz.kusoft.tradebotmonitor.RETRAIN"
+    private const val REQUEST_CODE = 6406
+
+    fun schedule(context: Context, hours: Int) {
+        val interval = hours.coerceAtLeast(1) * 60L * 60L * 1000L
+        val manager = context.getSystemService(Context.ALARM_SERVICE) as AlarmManager
+        manager.setInexactRepeating(
+            AlarmManager.RTC_WAKEUP,
+            System.currentTimeMillis() + interval,
+            interval,
+            pendingIntent(context),
+        )
+    }
+
+    fun cancel(context: Context) {
+        val manager = context.getSystemService(Context.ALARM_SERVICE) as AlarmManager
+        manager.cancel(pendingIntent(context))
+    }
+
+    private fun pendingIntent(context: Context): PendingIntent =
+        PendingIntent.getBroadcast(
+            context,
+            REQUEST_CODE,
+            Intent(context, RetrainAlarmReceiver::class.java).setAction(ACTION_RETRAIN),
+            PendingIntent.FLAG_UPDATE_CURRENT or PendingIntent.FLAG_IMMUTABLE,
+        )
+}
+
+class RetrainAlarmReceiver : BroadcastReceiver() {
+    override fun onReceive(context: Context, intent: Intent) {
+        val pending = goAsync()
+        Executors.newSingleThreadExecutor().execute {
+            try {
+                val prefs = AppPrefs(context)
+                if (prefs.retrainScheduleEnabled && prefs.retrainWebhookUrl.isNotBlank()) {
+                    RetrainCommandClient(prefs.retrainWebhookUrl, prefs.commandToken).triggerNow()
+                }
+            } finally {
+                pending.finish()
+            }
+        }
+    }
+}
+
+class BootReceiver : BroadcastReceiver() {
+    override fun onReceive(context: Context, intent: Intent) {
+        if (intent.action != Intent.ACTION_BOOT_COMPLETED) return
+        val prefs = AppPrefs(context)
+        if (prefs.retrainScheduleEnabled) {
+            RetrainScheduler.schedule(context, prefs.retrainIntervalHours)
+        }
+    }
+}
@@ -0,0 +1,246 @@
+package xyz.kusoft.tradebotmonitor
+
+import org.json.JSONArray
+import org.json.JSONObject
+import java.io.BufferedReader
+import java.io.InputStreamReader
+import java.net.HttpURLConnection
+import java.net.URL
+import java.nio.charset.StandardCharsets
+
+class TradeBotApi(
+    private val baseUrl: String,
+    private val token: String,
+) {
+    fun fetchSnapshot(): BotSnapshot {
+        val health = getJson("/api/health")
+        val status = getJson("/api/status")
+        val markets = getJson("/api/markets")
+        val signals = getJson("/api/signals?limit=220")
+        val config = getJson("/api/config")
+        val retrain = getJson("/api/retrain")
+        val backtest = getJson("/api/backtest")
+
+        val accountJson = status.optJSONObject("account") ?: JSONObject()
+        val account = AccountData(
+            equity = accountJson.optDouble("equity", 0.0),
+            cash = accountJson.optDouble("cash", 0.0),
+            exposure = accountJson.optDouble("exposure", 0.0),
+        )
+
+        return BotSnapshot(
+            ok = health.optBoolean("ok", false),
+            running = health.optBoolean("running", false),
+            mode = health.optStringClean("mode"),
+            account = account,
+            positions = parsePositions(status.optJSONArray("positions") ?: JSONArray()),
+            markets = parseMarkets(markets.optJSONArray("markets") ?: JSONArray()),
+            signalsBySymbol = parseLatestSignals(signals.optJSONArray("items") ?: JSONArray()),
+            config = config,
+            retrain = retrain,
+            backtest = backtest,
+            fetchedAtMillis = System.currentTimeMillis(),
+        )
+    }
+
+    fun startBot() {
+        postJson("/api/control/start")
+    }
+
+    fun stopBot() {
+        postJson("/api/control/stop")
+    }
+
+    private fun getJson(path: String): JSONObject = request(path, "GET")
+
+    private fun postJson(path: String): JSONObject = request(path, "POST")
+
+    private fun request(path: String, method: String): JSONObject {
+        val root = baseUrl.trim().trimEnd('/')
+        val url = URL(root + path)
+        val connection = (url.openConnection() as HttpURLConnection).apply {
+            requestMethod = method
+            connectTimeout = 6000
+            readTimeout = 9000
+            setRequestProperty("Accept", "application/json")
+            if (token.isNotBlank()) {
+                setRequestProperty("X-TradeBot-Token", token)
+            }
+            if (method == "POST") {
+                doOutput = true
+                setRequestProperty("Content-Type", "application/json")
+                outputStream.use { stream -> stream.write("{}".toByteArray(StandardCharsets.UTF_8)) }
+            }
+        }
+        val code = connection.responseCode
+        val stream = if (code in 200..299) connection.inputStream else connection.errorStream
+        val text = stream?.bufferedReader(StandardCharsets.UTF_8)?.use(BufferedReader::readText).orEmpty()
+        connection.disconnect()
+        if (code !in 200..299) {
+            throw IllegalStateException("HTTP $code: ${text.take(240)}")
+        }
+        return if (text.isBlank()) JSONObject() else JSONObject(text)
+    }
+
+    private fun parsePositions(items: JSONArray): List<PositionData> {
+        val output = mutableListOf<PositionData>()
+        for (index in 0 until items.length()) {
+            val row = items.optJSONObject(index) ?: continue
+            output += PositionData(
+                symbol = row.optStringClean("symbol"),
+                qty = row.optDouble("qty", 0.0),
+                entryPrice = row.optDouble("entry_price", 0.0),
+                markPrice = row.optDouble("mark_price", 0.0),
+                notionalUsdt = row.optDouble("notional_usdt", 0.0),
+                marketValue = row.optDouble("market_value", 0.0),
+                unrealizedPnl = row.optDouble("unrealized_pnl", 0.0),
+                unrealizedPnlPercent = row.optDouble("unrealized_pnl_percent", 0.0),
+            )
+        }
+        return output
+    }
+
+    private fun parseMarkets(items: JSONArray): List<MarketItem> {
+        val output = mutableListOf<MarketItem>()
+        for (index in 0 until items.length()) {
+            val row = items.optJSONObject(index) ?: continue
+            val tickerJson = row.optJSONObject("ticker")
+            val instrument = row.optJSONObject("instrument") ?: JSONObject()
+            val symbol = tickerJson?.optStringClean("symbol").orEmpty().ifBlank {
+                instrument.optStringClean("symbol")
+            }
+            val quality = row.optJSONObject("quality") ?: JSONObject()
+            output += MarketItem(
+                symbol = symbol,
+                ticker = tickerJson?.let(::parseTicker),
+                candles = parseCandles(row.optJSONArray("candles") ?: JSONArray()),
+                forecast = row.optJSONObject("forecast")?.let(::parseForecast),
+                qualityStatus = quality.optStringClean("status"),
+                qualityScore = quality.optDouble("score", 0.0),
+            )
+        }
+        return output.sortedBy { it.symbol }
+    }
+
+    private fun parseTicker(row: JSONObject): TickerData =
+        TickerData(
+            symbol = row.optStringClean("symbol"),
+            lastPrice = row.optDouble("last_price", 0.0),
+            bid = row.optDouble("bid", 0.0),
+            ask = row.optDouble("ask", 0.0),
+            turnover24h = row.optDouble("turnover_24h", 0.0),
+            volume24h = row.optDouble("volume_24h", 0.0),
+            change24h = row.optDouble("change_24h", 0.0),
+            spreadPercent = row.optDouble("spread_percent", 0.0),
+        )
+
+    private fun parseCandles(items: JSONArray): List<Candle> {
+        val output = mutableListOf<Candle>()
+        for (index in 0 until items.length()) {
+            val row = items.optJSONObject(index) ?: continue
+            output += Candle(
+                timestamp = row.optLong("timestamp", 0L),
+                open = row.optDouble("open", 0.0),
+                high = row.optDouble("high", 0.0),
+                low = row.optDouble("low", 0.0),
+                close = row.optDouble("close", 0.0),
+                volume = row.optDouble("volume", 0.0),
+                ema50 = row.optDoubleOrNull("ema_50"),
+                ema200 = row.optDoubleOrNull("ema_200"),
+                rsi14 = row.optDoubleOrNull("rsi_14"),
+                atr14 = row.optDoubleOrNull("atr_14"),
+                macd = row.optDoubleOrNull("macd"),
+                macdSignal = row.optDoubleOrNull("macd_signal"),
+            )
+        }
+        return output
+    }
+
+    private fun parseForecast(row: JSONObject): ForecastData {
+        val featureItems = row.optJSONArray("feature_snapshot") ?: JSONArray()
+        val features = mutableListOf<FeatureItem>()
+        for (index in 0 until featureItems.length()) {
+            val feature = featureItems.optJSONObject(index) ?: continue
+            features += FeatureItem(
+                group = feature.optStringClean("group"),
+                label = feature.optStringClean("label").ifBlank { feature.optStringClean("name") },
+                rawDisplay = feature.optStringClean("raw_display").ifBlank {
+                    feature.optStringClean("raw_value")
+                },
+                modelDisplay = feature.optStringClean("model_display").ifBlank {
+                    feature.optStringClean("model_value")
+                },
+                interpretation = feature.optStringClean("interpretation").ifBlank {
+                    feature.optStringClean("description")
+                },
+            )
+        }
+        return ForecastData(
+            model = row.optStringClean("model"),
+            expectedReturnPercent = row.optDouble("expected_return_percent", 0.0),
+            probabilityUp = row.optDouble("probability_up", 0.0),
+            skill = row.optDouble("skill", 0.0),
+            volatilityPercent = row.optDouble("volatility_percent", 0.0),
+            horizon = row.optInt("horizon", 0),
+            q10Percent = row.optDouble("quantile_10_percent", 0.0),
+            q50Percent = row.optDouble("quantile_50_percent", 0.0),
+            q90Percent = row.optDouble("quantile_90_percent", 0.0),
+            qualityGatePassed = row.optBooleanOrNull("quality_gate_passed"),
+            reason = row.optStringClean("reason"),
+            features = features,
+        )
+    }
+
+    private fun parseLatestSignals(items: JSONArray): Map<String, SignalData> {
+        val output = linkedMapOf<String, SignalData>()
+        for (index in 0 until items.length()) {
+            val row = items.optJSONObject(index) ?: continue
+            val symbol = row.optStringClean("symbol")
+            if (symbol.isBlank() || output.containsKey(symbol)) continue
+            val diagnostics = try {
+                JSONObject(row.optStringClean("diagnostics_json"))
+            } catch (_: Exception) {
+                JSONObject()
+            }
+            output[symbol] = SignalData(
+                symbol = symbol,
+                action = row.optStringClean("action"),
+                confidence = row.optDouble("confidence", 0.0),
+                reason = row.optStringClean("reason"),
+                diagnostics = diagnostics,
+            )
+        }
+        return output
+    }
+}
+
+class RetrainCommandClient(
+    private val webhookUrl: String,
+    private val token: String,
+) {
+    fun triggerNow(): String {
+        if (webhookUrl.isBlank()) {
+            throw IllegalStateException("URL запуска retrain не задан")
+        }
+        val connection = (URL(webhookUrl).openConnection() as HttpURLConnection).apply {
+            requestMethod = "POST"
+            connectTimeout = 6000
+            readTimeout = 15000
+            doOutput = true
+            setRequestProperty("Content-Type", "application/json")
+            setRequestProperty("Accept", "application/json,text/plain,*/*")
+            if (token.isNotBlank()) {
+                setRequestProperty("X-TradeBot-Token", token)
+            }
+            outputStream.use { stream -> stream.write("{\"source\":\"android\"}".toByteArray(StandardCharsets.UTF_8)) }
+        }
+        val code = connection.responseCode
+        val stream = if (code in 200..299) connection.inputStream else connection.errorStream
+        val text = stream?.bufferedReader(StandardCharsets.UTF_8)?.use(BufferedReader::readText).orEmpty()
+        connection.disconnect()
+        if (code !in 200..299) {
+            throw IllegalStateException("Retrain HTTP $code: ${text.take(240)}")
+        }
+        return text.ifBlank { "Команда retrain отправлена" }
+    }
+}
@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="utf-8"?>
+<resources>
+    <style name="AppTheme" parent="@android:style/Theme.Material.NoActionBar">
+        <item name="android:fontFamily">sans</item>
+        <item name="android:windowNoTitle">true</item>
+        <item name="android:windowActionModeOverlay">true</item>
+    </style>
+</resources>
@@ -0,0 +1,3 @@
+plugins {
+    id("com.android.application") version "9.2.1" apply false
+}
@@ -0,0 +1,2 @@
+android.nonTransitiveRClass=true
+org.gradle.jvmargs=-Xmx2048m -Dfile.encoding=UTF-8
@@ -0,0 +1,25 @@
+pluginManagement {
+    repositories {
+        google()
+        mavenCentral()
+        gradlePluginPortal()
+    }
+    resolutionStrategy {
+        eachPlugin {
+            if (requested.id.id == "org.jetbrains.kotlin.android") {
+                useModule("org.jetbrains.kotlin:kotlin-gradle-plugin:${requested.version ?: "2.2.10"}")
+            }
+        }
+    }
+}
+
+dependencyResolutionManagement {
+    repositoriesMode.set(RepositoriesMode.FAIL_ON_PROJECT_REPOS)
+    repositories {
+        google()
+        mavenCentral()
+    }
+}
+
+rootProject.name = "TradeBotMonitor"
+include(":app")