...

src/main/kotlin/analyzer/TechnicalAnalyzer.kt

@@ -352,7 +352,7 @@ class TechnicalAnalyzer {
         candles: List<CandleData>,
         avgReboundTerm: Double,
         dropThreshold: Double = 5.0,
-        timeTolerance: Double = 1.5
+        timeTolerance: Double = 2.0
     ): Boolean {
         if (candles.size < 20 || avgReboundTerm <= 0.0) return false
 
@@ -771,7 +771,7 @@ data class VolatilityForecast(
 )
 data class ReboundStats(
     val avgReboundPeriod: Double = 0.0, // 평균 반등 소요 캔들 (일/주/월)
-    val timeTolerance: Double = 1.5,    // 오차 허용 범위 (표준편차)
+    val timeTolerance: Double = 2.0,    // 오차 허용 범위 (표준편차)
     val avgDropRate: Double = 5.0,      // 평균 하락폭
     val avgReboundAmplitude: Double = 0.0, // 🌟 [신규] 바닥 찍고 평균적으로 몇 % 올랐는가?
     val isValid: Boolean = false

src/main/kotlin/model/AppConfig.kt

@@ -365,4 +365,8 @@ object KisSession {
         return now.isBefore(LocalTime.of(15,30)) && now.isAfter(LocalTime.of(9,0))
     }
 
+    fun isMarketAnalyzerTime(now: LocalTime) : Boolean {
+        return now.isBefore(LocalTime.of(18,0)) && now.isAfter(LocalTime.of(8,0))
+    }
+
 }

src/main/kotlin/network/KisTradeService.kt

@@ -31,6 +31,7 @@ import kotlinx.serialization.json.jsonPrimitive
 import model.*
 import java.time.LocalDate
 import java.time.LocalTime
+import java.time.ZoneId
 import java.time.format.DateTimeFormatter
 import kotlin.coroutines.coroutineContext
 
@@ -426,12 +427,14 @@ object KisTradeService {
             isDomestic && !config.isSimulation -> if (isBuy) "TTTC0802U" else "TTTC0801U"
             else -> if (isBuy) "TTTS3002U" else "TTTS3001U"
         }
-        val finalOrderDivision = when {
+        var finalOrderDivision = when {
             orderDivision.isNotEmpty() -> orderDivision
             marketCode.equals("SOR") || price == "0" || price.isEmpty() -> "01"    // 시장가
             else -> "00"                               // 지정가
         }
-
+        if (marketCode.equals("KRX") && LocalTime.now(ZoneId.of("Asia/Seoul")).isAfter(LocalTime.of(16,0))) {
+            finalOrderDivision = "41"
+        }
 
         return try {
             val response = client.post("$baseUrl/uapi/${if(isDomestic) "domestic" else "overseas"}-stock/v1/trading/order-cash") {
@@ -684,7 +687,7 @@ object KisTradeService {
         try {
             do {
                 if (!coroutineContext.isActive) throw _root_ide_package_.io.ktor.utils.io.CancellationException("UI에서 작업을 취소함") // [추가]
-                println("📡 [Step $pageCount] 요청 전송 중... (tr_cont: $trCont)")
+//                println("📡 [Step $pageCount] 요청 전송 중... (tr_cont: $trCont)")
                 val response = client.get("$baseUrl/uapi/domestic-stock/v1/trading/inquire-balance") {
                     header("authorization", "Bearer ${config.tradeToken}")
                     header("appkey", config.realAppKey)
@@ -714,8 +717,8 @@ object KisTradeService {
                 }
 
                 val body = response.body<StockBalanceResponse>()
-                println("✅ [Step $pageCount] $markgetCode 수신 완료 - 종목 수: ${body.output1.size}\n${body.output2}\n\n")
+//                println("✅ [Step $pageCount] $markgetCode 수신 완료 - 종목 수: ${body.output1.size}\n${body.output2}\n\n")
-//                println("✅ [Step $pageCount] $markgetCode 수신 완료 - 종목 수: ${body.output1.size}")
+                println("✅ [Step $pageCount] $markgetCode 수신 완료 - 종목 수: ${body.output1.size}")
 
                 allHoldings.addAll(body.output1)
                 if (totalBalance == null) totalBalance = body
@@ -725,7 +728,7 @@ object KisTradeService {
                 ctxAreaFk = body.ctx_area_fk100 ?: ""
                 ctxAreaNk = body.ctx_area_nk100 ?: ""
 
-                println("📝 [Header Check] tr_cont: $trCont, ctx_area_nk100: $ctxAreaNk")
+//                println("📝 [Header Check] tr_cont: $trCont, ctx_area_nk100: $ctxAreaNk")
 
                 if ( trCont == "M") {
                     pageCount++

src/main/kotlin/network/RagService.kt

@@ -435,7 +435,7 @@ object RagService {
                 put("type", "json_object")
             }
         }.toString()
-        println("requestBodyJson =>> $requestBodyJson")
+//        println("requestBodyJson =>> $requestBodyJson")
         val request = Request.Builder()
             .url(LLM_API_URL())
             .post(requestBodyJson.toRequestBody(jsonMediaType))

src/main/kotlin/service/AutoTradingManager.kt

@@ -116,7 +116,7 @@ object AutoTradingManager {
     val globalCallback = { completeTradingDecision: TradingDecision?, isSuccess: Boolean ->
         val seoulZone = ZoneId.of("Asia/Seoul")
         val now = LocalTime.now(ZoneId.of("Asia/Seoul"))
-        if (KisSession.isMarketOpenTime(now) && isSuccess && completeTradingDecision != null) {
+        if (KisSession.isMarketAnalyzerTime(now) && isSuccess && completeTradingDecision != null) {
             val decision = completeTradingDecision
 
             println("${decision.stockName} ${decision.decision}")
@@ -1262,7 +1262,7 @@ object AutoTradingManager {
         while (iterator.hasNext()) {
             totalCount--
             val stock = iterator.next()
-            if (KisSession.isMarketOpenTime(now)) {
+            if (KisSession.isMarketAnalyzerTime(now)) {
                 if (BLACKLISTEDSTOCKCODES.contains(stock.code)) {
                     println("❌ 차단 처리된 주식 : ${stock.name}")
                 } else {
@@ -1385,7 +1385,7 @@ object AutoTradingManager {
 
                 // 🌟 [핵심] 물타기 대상 여부 플래그 식별
                 val targetHolding = currentBalance?.getHoldings()?.firstOrNull {
-                    it.code == stock.code && it.quantity.toInt() > 0
+                    it.code == stock.code && it.quantity.toInt() > KisSession.tradeConfig.lowerAverageTargetCount
                 }
                 val isWatering = targetHolding != null && KisSession.tradeConfig.lowerAveragePrice
 
@@ -1450,7 +1450,7 @@ object AutoTradingManager {
                 val tempAnalyzer = TechnicalAnalyzer().apply { this.daily = dailyData }
                 val volatility = tempAnalyzer.calculateVolatilityForecast(dailyData, 20)
                 val expectedProfitRate = ((volatility.realisticHigh - currentPrice) / currentPrice) * 100.0
-                val dailyStats = tempAnalyzer.calculateDynamicReboundStats(dailyData, 5.0)
+                val dailyStats = tempAnalyzer.calculateDynamicReboundStats(dailyData, 3.0)
 
                 // 🌟 [완화 3] 기대수익률 및 진입 타이밍 이원화
                 val isProfitable: Boolean