diff --git a/android/app/src/main/java/com/echo/app/notification/NotificationBridgeService.kt b/android/app/src/main/java/com/echo/app/notification/NotificationBridgeService.kt
index a27f4e2..c3229c1 100644
--- a/android/app/src/main/java/com/echo/app/notification/NotificationBridgeService.kt
+++ b/android/app/src/main/java/com/echo/app/notification/NotificationBridgeService.kt
@@ -4,13 +4,14 @@ import android.app.Notification
 import android.content.Intent
 import android.service.notification.NotificationListenerService
 import android.service.notification.StatusBarNotification
+import android.util.Log
 import java.text.SimpleDateFormat
 import java.util.Date
 import java.util.Locale
 import java.util.TimeZone
 import org.json.JSONObject
 
-// Android notification listener: persist notifications to local storage and notify app via broadcast
+// Android notification listener: 在原生层持久化通知到 SQLite，并通过广播通知前端
 class NotificationBridgeService : NotificationListenerService() {
     override fun onNotificationPosted(sbn: StatusBarNotification) {
         val notification = sbn.notification ?: return
@@ -21,6 +22,7 @@ class NotificationBridgeService : NotificationListenerService() {
         val bigText = extras?.getCharSequence(Notification.EXTRA_BIG_TEXT)?.toString()
         val lines = extras?.getCharSequenceArray(Notification.EXTRA_TEXT_LINES)
 
+        // 汇总通知正文，尽量覆盖 BigText / InboxStyle 等不同样式
         val builder = StringBuilder()
         fun appendValue(value: CharSequence?) {
             val safe = value?.toString()?.takeIf { it.isNotBlank() }
@@ -36,14 +38,33 @@ class NotificationBridgeService : NotificationListenerService() {
         lines?.forEach { appendValue(it) }
 
         val id = sbn.key ?: sbn.id.toString()
+        val createdAt = isoNow()
+        val combinedText = if (builder.isNotEmpty()) builder.toString() else text.orEmpty()
+
         val payload = JSONObject()
         payload.put("id", id)
         payload.put("channel", title ?: sbn.packageName)
-        payload.put("text", if (builder.isNotEmpty()) builder.toString() else text.orEmpty())
-        payload.put("createdAt", isoNow())
+        payload.put("text", combinedText)
+        payload.put("createdAt", createdAt)
         payload.put("packageName", sbn.packageName)
 
-        // Persist notification in local queue for JS side to fetch via NotificationBridge
+        // 1) 原生层：直接写入 SQLite（notifications_raw + transactions）
+        try {
+            val raw = NotificationDb.RawNotification(
+                sourceId = id,
+                packageName = sbn.packageName,
+                channel = title ?: sbn.packageName,
+                title = title,
+                text = combinedText,
+                postedAt = createdAt
+            )
+            NotificationDb.processAndStoreNotification(applicationContext, raw)
+        } catch (e: Exception) {
+            // 防御性处理：保持队列与 JS 通知流程不受影响
+            Log.e("NotificationBridgeService", "持久化通知到 SQLite 失败", e)
+        }
+
+        // 2) 兼容现有 JS 流程：仍然保留 SharedPreferences 队列与广播事件
         NotificationStorage.add(applicationContext, payload)
 
         // Broadcast an in-app event so the Capacitor plugin can notify JS listeners
@@ -62,4 +83,4 @@ class NotificationBridgeService : NotificationListenerService() {
         formatter.timeZone = TimeZone.getTimeZone("UTC")
         return formatter.format(Date())
     }
-}
\ No newline at end of file
+}
diff --git a/android/app/src/main/java/com/echo/app/notification/NotificationDb.kt b/android/app/src/main/java/com/echo/app/notification/NotificationDb.kt
new file mode 100644
index 0000000..96ae052
--- /dev/null
+++ b/android/app/src/main/java/com/echo/app/notification/NotificationDb.kt
@@ -0,0 +1,255 @@
+package com.echo.app.notification
+
+import android.content.Context
+import android.database.sqlite.SQLiteDatabase
+import android.database.sqlite.SQLiteOpenHelper
+import android.util.Log
+import java.util.UUID
+import java.util.concurrent.locks.ReentrantLock
+import kotlin.concurrent.withLock
+
+// 原生 SQLite 访问封装：与 @capacitor-community/sqlite 共用同一个 echo_local 数据库
+object NotificationDb {
+
+    private const val TAG = "NotificationDb"
+
+    // 注意：前端通过 @capacitor-community/sqlite 使用的 DB 名为 "echo_local"
+    // 插件在 Android 上实际创建的文件名为 "<dbName>SQLite.db"
+    private const val DB_FILE_NAME = "echo_localSQLite.db"
+    private const val DB_VERSION = 1
+
+    // transactions 表结构需与 src/lib/sqlite.js 保持完全一致
+    private const val SQL_CREATE_TRANSACTIONS = """
+        CREATE TABLE IF NOT EXISTS transactions (
+            id TEXT PRIMARY KEY NOT NULL,
+            amount REAL NOT NULL,
+            merchant TEXT NOT NULL,
+            category TEXT DEFAULT 'Uncategorized',
+            date TEXT NOT NULL,
+            note TEXT,
+            sync_status INTEGER DEFAULT 0
+        );
+    """
+
+    // notifications_raw 表：用于调试与规则命中记录
+    private const val SQL_CREATE_NOTIFICATIONS_RAW = """
+        CREATE TABLE IF NOT EXISTS notifications_raw (
+            id TEXT PRIMARY KEY NOT NULL,
+            source_id TEXT,
+            channel TEXT,
+            title TEXT,
+            text TEXT,
+            posted_at TEXT NOT NULL,
+            status TEXT NOT NULL,
+            rule_id TEXT,
+            transaction_id TEXT,
+            error_message TEXT
+        );
+    """
+
+    // 简单 SQLiteOpenHelper：主要用于定位与创建数据库文件
+    private class EchoDbHelper(context: Context) :
+        SQLiteOpenHelper(context, DB_FILE_NAME, null, DB_VERSION) {
+
+        override fun onCreate(db: SQLiteDatabase) {
+            // 正常情况下，数据表由前端首次启动时创建；此处作为兜底
+            db.execSQL(SQL_CREATE_TRANSACTIONS)
+            db.execSQL(SQL_CREATE_NOTIFICATIONS_RAW)
+        }
+
+        override fun onUpgrade(db: SQLiteDatabase, oldVersion: Int, newVersion: Int) {
+            // 当前仅有 v1，暂不实现升级逻辑；未来如有版本变更再补充
+        }
+    }
+
+    private var helper: EchoDbHelper? = null
+    private val lock = ReentrantLock()
+
+    @Volatile
+    private var schemaInitialized = false
+
+    private fun getHelper(context: Context): EchoDbHelper {
+        // 使用 applicationContext 避免泄漏 Activity
+        val appContext = context.applicationContext
+        return helper ?: synchronized(this) {
+            helper ?: EchoDbHelper(appContext).also { helper = it }
+        }
+    }
+
+    private fun ensureSchema(db: SQLiteDatabase) {
+        if (schemaInitialized) return
+        // 多线程下可能执行多次，但都是幂等的 IF NOT EXISTS，性能成本极低
+        db.execSQL(SQL_CREATE_TRANSACTIONS)
+        db.execSQL(SQL_CREATE_NOTIFICATIONS_RAW)
+        schemaInitialized = true
+    }
+
+    // 用于规则引擎输入的原始通知模型
+    data class RawNotification(
+        val sourceId: String,
+        val packageName: String,
+        val channel: String?,
+        val title: String?,
+        val text: String,
+        val postedAt: String
+    )
+
+    /**
+     * 处理单条通知：
+     * 1. 写入 notifications_raw，初始 status = 'unmatched'
+     * 2. 调用 NotificationRuleEngine 做规则解析
+     * 3. 命中规则时：
+     *    - 写入一条 transactions 记录
+     *    - 更新 notifications_raw.status = 'matched'，补充 rule_id、transaction_id
+     * 4. 解析异常时：
+     *    - 更新 notifications_raw.status = 'error'，写入 error_message
+     */
+    fun processAndStoreNotification(context: Context, raw: RawNotification) {
+        lock.withLock {
+            val db = getHelper(context).writableDatabase
+            ensureSchema(db)
+
+        val rawId = UUID.randomUUID().toString()
+        var status = "unmatched"
+        var ruleId: String? = null
+        var transactionId: String? = null
+        var errorMessage: String? = null
+
+            db.beginTransaction()
+            try {
+                // 写入 notifications_raw（初始 unmatched）
+                db.compileStatement(
+                    """
+                    INSERT INTO notifications_raw (
+                        id, source_id, channel, title, text, posted_at, status
+                    ) VALUES (?, ?, ?, ?, ?, ?, ?)
+                    """.trimIndent()
+                ).apply {
+                    bindString(1, rawId)
+                    bindString(2, raw.sourceId)
+                    if (raw.channel != null) {
+                        bindString(3, raw.channel)
+                    } else {
+                        bindNull(3)
+                    }
+                    if (raw.title != null) {
+                        bindString(4, raw.title)
+                    } else {
+                        bindNull(4)
+                    }
+                    bindString(5, raw.text)
+                    bindString(6, raw.postedAt)
+                    bindString(7, status)
+                    executeInsert()
+                    close()
+                }
+
+                // 调用规则引擎
+                val parsed = NotificationRuleEngine.parse(raw)
+
+                if (parsed != null) {
+                    ruleId = parsed.ruleId
+
+                    // 与 JS 侧逻辑保持一致：
+                    // requiresConfirmation = !(autoCapture && amount!=0 && merchant!='Unknown')
+                    val hasAmount = parsed.amount != 0.0
+                    val merchantKnown =
+                        parsed.merchant.isNotBlank() && parsed.merchant != "Unknown"
+                    val requiresConfirmation = !(parsed.autoCapture && hasAmount && merchantKnown)
+
+                    if (!requiresConfirmation) {
+                        // 统一按照设计文档：支出为负数，收入为正数
+                        val signedAmount = if (parsed.isExpense) {
+                            -kotlin.math.abs(parsed.amount)
+                        } else {
+                            kotlin.math.abs(parsed.amount)
+                        }
+                        transactionId = UUID.randomUUID().toString()
+                        status = "matched"
+
+                        db.compileStatement(
+                            """
+                            INSERT INTO transactions (
+                                id, amount, merchant, category, date, note, sync_status
+                            ) VALUES (?, ?, ?, ?, ?, ?, ?)
+                            """.trimIndent()
+                        ).apply {
+                            bindString(1, transactionId)
+                            bindDouble(2, signedAmount)
+                            bindString(3, parsed.merchant)
+                            bindString(4, parsed.category)
+                            bindString(5, raw.postedAt)
+                            if (parsed.note != null) {
+                                bindString(6, parsed.note)
+                            } else {
+                                bindNull(6)
+                            }
+                            // sync_status: 0 = pending（本地生成，尚未同步）
+                            bindLong(7, 0L)
+                            executeInsert()
+                            close()
+                        }
+                    } else {
+                        // 保持 status = 'unmatched'，但记录命中的 rule_id，方便前端调试视图展示“有推荐规则”
+                        status = "unmatched"
+                    }
+                }
+
+                // 根据结果更新 notifications_raw 状态
+                db.compileStatement(
+                    """
+                    UPDATE notifications_raw
+                       SET status = ?, rule_id = ?, transaction_id = ?, error_message = ?
+                     WHERE id = ?
+                    """.trimIndent()
+                ).apply {
+                    bindString(1, status)
+                    if (ruleId != null) {
+                        bindString(2, ruleId)
+                    } else {
+                        bindNull(2)
+                    }
+                    if (transactionId != null) {
+                        bindString(3, transactionId)
+                    } else {
+                        bindNull(3)
+                    }
+                    if (errorMessage != null) {
+                        bindString(4, errorMessage)
+                    } else {
+                        bindNull(4)
+                    }
+                    bindString(5, rawId)
+                    executeUpdateDelete()
+                    close()
+                }
+
+                db.setTransactionSuccessful()
+            } catch (e: Exception) {
+                // 若解析阶段抛异常，尽量在同一事务中回写 error 状态
+                Log.e(TAG, "处理通知并写入 SQLite 失败", e)
+                status = "error"
+                errorMessage = e.message ?: e.toString()
+                try {
+                    db.compileStatement(
+                        """
+                        UPDATE notifications_raw
+                           SET status = ?, error_message = ?
+                         WHERE id = ?
+                        """.trimIndent()
+                    ).apply {
+                        bindString(1, status)
+                        bindString(2, errorMessage!!)
+                        bindString(3, rawId)
+                        executeUpdateDelete()
+                        close()
+                    }
+                } catch (inner: Exception) {
+                    Log.e(TAG, "更新 notifications_raw 错误状态失败", inner)
+                }
+            } finally {
+                db.endTransaction()
+            }
+        }
+    }
+}
diff --git a/android/app/src/main/java/com/echo/app/notification/NotificationRuleEngine.kt b/android/app/src/main/java/com/echo/app/notification/NotificationRuleEngine.kt
new file mode 100644
index 0000000..389a761
--- /dev/null
+++ b/android/app/src/main/java/com/echo/app/notification/NotificationRuleEngine.kt
@@ -0,0 +1,291 @@
+package com.echo.app.notification
+
+import kotlin.math.abs
+
+// 原生通知解析引擎：将 JS 侧的 fallbackRules & 提取逻辑完整搬到 Kotlin，
+// 在后台直接把通知转成交易草稿。
+object NotificationRuleEngine {
+
+    // JS 侧规则模型的 Kotlin 版本
+    private data class Rule(
+        val id: String,
+        val label: String,
+        val channels: List<String> = emptyList(),
+        val keywords: List<String> = emptyList(),
+        val direction: Direction,
+        val defaultCategory: String,
+        val autoCapture: Boolean,
+        val merchantPattern: Regex? = null,
+        val defaultMerchant: String? = null,
+        val enabled: Boolean = true,
+    )
+
+    private enum class Direction {
+        INCOME,
+        EXPENSE,
+    }
+
+    // 与 src/services/notificationRuleService.js 中的 fallbackRules 一一对应
+    private val fallbackRules: List<Rule> = listOf(
+        Rule(
+            id = "alipay-expense",
+            label = "支付宝消费",
+            channels = listOf("支付宝", "Alipay"),
+            keywords = listOf("支付", "扣款", "支出", "消费", "成功支付"),
+            direction = Direction.EXPENSE,
+            defaultCategory = "Food",
+            autoCapture = false,
+            merchantPattern = Regex("""向\s*([\u4e00-\u9fa5A-Za-z0-9\s&]+)""", RegexOption.IGNORE_CASE),
+        ),
+        Rule(
+            id = "alipay-income",
+            label = "支付宝收款",
+            channels = listOf("支付宝", "Alipay"),
+            keywords = listOf("到账", "收入", "收款", "入账"),
+            direction = Direction.INCOME,
+            defaultCategory = "Income",
+            autoCapture = true,
+            merchantPattern = Regex("""(?:来自|收款方)\s*([\u4e00-\u9fa5A-Za-z0-9\s&]+)""", RegexOption.IGNORE_CASE),
+        ),
+        Rule(
+            id = "wechat-expense",
+            label = "微信消费",
+            channels = listOf("微信支付", "微信", "WeChat"),
+            keywords = listOf("支付", "支出", "扣款", "消费成功"),
+            direction = Direction.EXPENSE,
+            defaultCategory = "Groceries",
+            autoCapture = false,
+            merchantPattern = Regex("""向\s*([\u4e00-\u9fa5A-Za-z0-9\s&]+)"""),
+        ),
+        Rule(
+            id = "wechat-income",
+            label = "微信收款",
+            channels = listOf("微信支付", "微信", "WeChat"),
+            keywords = listOf("收款", "到账", "入账", "转入"),
+            direction = Direction.INCOME,
+            defaultCategory = "Income",
+            autoCapture = true,
+            merchantPattern = Regex("""(?:来自|收款方)\s*([\u4e00-\u9fa5A-Za-z0-9\s&]+)"""),
+        ),
+        Rule(
+            id = "bank-income",
+            label = "工资到账",
+            channels = listOf(
+                "招商银行",
+                "中国银行",
+                "建设银行",
+                "工商银行",
+                "农业银行",
+                "交通银行",
+                "浦发银行",
+                "兴业银行",
+                "光大银行",
+                "中信银行",
+                "广发银行",
+                "平安银行",
+            ),
+            keywords = listOf("工资", "薪资", "代发", "到账", "入账", "收入"),
+            direction = Direction.INCOME,
+            defaultCategory = "Income",
+            autoCapture = true,
+            merchantPattern = Regex("""(?:来自|付款方|来源)\s*([\u4e00-\u9fa5A-Za-z0-9\s&]+)"""),
+        ),
+        Rule(
+            id = "bank-expense",
+            label = "银行卡支出",
+            channels = listOf(
+                "招商银行",
+                "中国银行",
+                "建设银行",
+                "工商银行",
+                "农业银行",
+                "交通银行",
+                "浦发银行",
+                "兴业银行",
+                "光大银行",
+                "中信银行",
+                "广发银行",
+                "平安银行",
+                "借记卡",
+                "信用卡",
+            ),
+            keywords = listOf("支出", "消费", "扣款", "刷卡消费", "银联消费"),
+            direction = Direction.EXPENSE,
+            defaultCategory = "Expense",
+            autoCapture = false,
+            merchantPattern = Regex("""(?:商户|商家|消费商户)\s*([\u4e00-\u9fa5A-Za-z0-9\s&]+)"""),
+        ),
+        Rule(
+            id = "transit-card-expense",
+            label = "公交出行",
+            channels = listOf(
+                "杭州通互联互通卡",
+                "杭州通",
+                "北京一卡通",
+                "上海公共交通卡",
+                "深圳通",
+                "苏州公交卡",
+                "交通联合",
+                "乘车码",
+                "地铁",
+                "公交",
+                "Mi Pay",
+                "Huawei Pay",
+                "华为钱包",
+                "小米钱包",
+                "OPPO 钱包",
+            ),
+            keywords = emptyList(), // 只看来源，不强制正文关键字
+            direction = Direction.EXPENSE,
+            defaultCategory = "Transport",
+            autoCapture = true,
+            merchantPattern = Regex("""([\u4e00-\u9fa5]{2,}\s*(?:-|—|>|→|至|到)\s*[\u4e00-\u9fa5]{2,})"""),
+            defaultMerchant = "公交/地铁出行",
+        ),
+    )
+
+    // 解析后的交易结果，与 JS transformNotificationToTransaction 对齐
+    data class ParsedTransaction(
+        val ruleId: String,
+        val merchant: String,
+        val category: String,
+        val amount: Double,
+        val isExpense: Boolean,
+        val note: String?,
+        val autoCapture: Boolean,
+    )
+
+    /**
+     * 尝试从原始通知中解析出一条交易记录。
+     *
+     * 返回 null 表示未命中任何规则或无法解析金额，
+     * 此时应在前端视图中展示为 unmatched，供用户手动处理。
+     */
+    fun parse(raw: NotificationDb.RawNotification): ParsedTransaction? {
+        val content = buildString {
+            if (!raw.title.isNullOrBlank()) {
+                append(raw.title.trim())
+                append(' ')
+            }
+            append(raw.text.trim())
+        }.trim()
+
+        if (content.isEmpty()) return null
+
+        val rule = fallbackRules.firstOrNull { matchRule(raw, content, it) } ?: return null
+        val amount = extractAmount(content)
+        if (amount <= 0.0) return null
+
+        var merchant = extractMerchant(content, rule)
+        if ((merchant.isBlank() || merchant == "Unknown") && !rule.defaultMerchant.isNullOrBlank()) {
+            merchant = rule.defaultMerchant
+        }
+
+        val isExpense = rule.direction == Direction.EXPENSE
+        val category = rule.defaultCategory.ifBlank { "Uncategorized" }
+
+        return ParsedTransaction(
+            ruleId = rule.id,
+            merchant = merchant.ifBlank { "Unknown" },
+            category = category,
+            amount = amount,
+            isExpense = isExpense,
+            note = content.take(200),
+            autoCapture = rule.autoCapture,
+        )
+    }
+
+    // ===== 内部辅助函数：匹配规则 & 提取金额 / 商户 =====
+
+    private fun matchRule(raw: NotificationDb.RawNotification, text: String, rule: Rule): Boolean {
+        if (!rule.enabled) return false
+        val channel = raw.channel ?: ""
+        val channelHit = rule.channels.isEmpty() || rule.channels.any { channel.contains(it) }
+        val keywordHit = rule.keywords.isEmpty() || rule.keywords.any { text.contains(it) }
+        return channelHit && keywordHit
+    }
+
+    // 从通知文本中提取交易金额，兼容「¥」「￥」「元」「人民币」等常见形式
+    private fun extractAmount(text: String): Double {
+        val primaryRegex =
+            Regex("""(?:[¥￥]|人民币)\s*(-?\d+(?:\.\d{1,2})?)|(-?\d+(?:\.\d{1,2})?)\s*元""")
+        val primary = primaryRegex.find(text)
+        val v1 = primary?.groups?.get(1)?.value
+        val v2 = primary?.groups?.get(2)?.value
+        val value = v1 ?: v2
+        if (!value.isNullOrBlank()) {
+            return abs(value.toDoubleOrNull() ?: 0.0)
+        }
+
+        val looseRegex = Regex("""(-?\d+(?:\.\d{1,2})?)""")
+        val loose = looseRegex.find(text)
+        val looseVal = loose?.groups?.get(1)?.value
+        return if (!looseVal.isNullOrBlank()) abs(looseVal.toDoubleOrNull() ?: 0.0) else 0.0
+    }
+
+    // 判断字符串是否更像是「金额」而不是商户名
+    private fun looksLikeAmount(raw: String?): Boolean {
+        val value = raw?.trim().orEmpty()
+        if (value.isEmpty()) return false
+        val pattern = Regex("""^[-\d.,]+\s*(?:元|块钱|￥|¥|人民币)?$""")
+        return pattern.matches(value)
+    }
+
+    private fun extractMerchant(text: String, rule: Rule): String {
+        val content = text.ifBlank { "" }
+
+        rule.merchantPattern?.let { regex ->
+            val m = regex.find(content)
+            if (m != null && m.groupValues.size > 1) {
+                val candidate = m.groupValues[1].trim()
+                if (candidate.isNotEmpty()) return candidate
+            }
+        }
+
+        // 通用的「站点 A -> 站点 B」线路模式（公交/地铁通知）
+        val routeRegex =
+            Regex("""([\u4e00-\u9fa5]{2,}\s*(?:-|—|>|→|至|到|->)\s*[\u4e00-\u9fa5]{2,})""")
+        val routeMatch = routeRegex.find(content)
+        if (routeMatch != null && routeMatch.groupValues.size > 1) {
+            return routeMatch.groupValues[1].trim()
+        }
+
+        val genericPatterns = listOf(
+            Regex("""向\s*([\u4e00-\u9fa5A-Za-z0-9\-\s&]+)"""),
+            Regex("""商户[:：]?\s*([\u4e00-\u9fa5A-Za-z0-9\-\s&]+)"""),
+        )
+
+        for (pattern in genericPatterns) {
+            val m = pattern.find(content)
+            if (m != null && m.groupValues.size > 1) {
+                val candidate = m.groupValues[1].trim()
+                if (candidate.isNotEmpty()) return candidate
+            }
+        }
+
+        // 处理「……支出(消费支付宝-上海拉扎斯信息科技有限公司)3.23元」这类银行通知
+        val parenMatch = Regex("""\(([^)]+)\)""").find(content)
+        if (parenMatch != null && parenMatch.groupValues.size > 1) {
+            val inner = parenMatch.groupValues[1]
+            val payMatch = Regex("""(?:支付宝|微信支付|微信)[-—\s]*([^\d元￥¥]+)$""").find(inner)
+            if (payMatch != null && payMatch.groupValues.size > 1) {
+                val candidate = payMatch.groupValues[1].trim()
+                if (candidate.isNotEmpty() && !looksLikeAmount(candidate)) {
+                    return candidate
+                }
+            }
+        }
+
+        val parts = content.split(Regex("""：|:"""))
+        if (parts.size > 1) {
+            val candidate =
+                parts[1].split(Regex("""[，,\s]""")).firstOrNull()?.trim().orEmpty()
+            if (candidate.isNotEmpty() && !looksLikeAmount(candidate)) {
+                return candidate
+            }
+        }
+
+        return rule.defaultMerchant ?: "Unknown"
+    }
+}
+
diff --git a/src/composables/useTransactionEntry.js b/src/composables/useTransactionEntry.js
index 7ba56e5..c672546 100644
--- a/src/composables/useTransactionEntry.js
+++ b/src/composables/useTransactionEntry.js
@@ -111,15 +111,30 @@ export const useTransactionEntry = () => {
           continue
         }
 
-        if (!requiresConfirmation) {
-          await transactionStore.addTransaction(transaction)
-          await acknowledgeNotification(item.id)
+        if (nativeBridgeReady) {
+          // 原生环境：规则在 Kotlin 原生层已经执行并写入 SQLite，这里只负责「待确认」列表和状态同步
+          if (!requiresConfirmation) {
+            // 已由原生自动入账，只需从原生通知队列中移除该条
+            await acknowledgeNotification(item.id)
+          } else {
+            manualQueue.push({
+              ...item,
+              suggestion: transaction,
+              ruleId: rule?.id || null,
+            })
+          }
         } else {
-          manualQueue.push({
-            ...item,
-            suggestion: transaction,
-            ruleId: rule?.id || null,
-          })
+          // Web / 模拟环境：沿用原有逻辑，由 JS 侧写入 SQLite
+          if (!requiresConfirmation) {
+            await transactionStore.addTransaction(transaction)
+            await acknowledgeNotification(item.id)
+          } else {
+            manualQueue.push({
+              ...item,
+              suggestion: transaction,
+              ruleId: rule?.id || null,
+            })
+          }
         }
       }
       notifications.value = manualQueue