....

src/main/kotlin/network/RagService.kt

@@ -199,7 +199,7 @@ object RagService {
 
                     val financialScore = FinancialAnalyzer.calculateScore(financialStmt)
                     val scores = technicalAnalyzer.calculateScores(financialScore)
-
+                    if (scores.avg() > 50) {
                         result(tradingDecision, false)
 
                         tradingDecision.techSummary = technicalAnalyzer.generateComprehensiveReport()
@@ -215,7 +215,10 @@ object RagService {
                         )
                         tradingDecision.newsContext = searchResult.matches().joinToString("\n") { it.embedded().text() }
                         result(tradingDecision, false)
-                    result(decideTrading(stockCode, scores,financialStmt,tradingDecision), true)
+                        result(decideTrading(stockCode, scores, financialStmt, tradingDecision), true)
+                    } else {
+                        result(tradingDecision, false)
+                    }
                 } else {
                     result(tradingDecision, false)
                 }

src/main/kotlin/service/AutoTradingManager.kt

@@ -96,7 +96,10 @@ object AutoTradingManager {
             TradingLogStore.addLog(completeTradingDecision)
 
             println("🚀 [자동매수 실행] ${completeTradingDecision.stockName}")
-            if (completeTradingDecision != null && !completeTradingDecision.stockCode.isNullOrEmpty()) {
+            if (completeTradingDecision.confidence < 10) {
+                addToReanalysis(RankingStock(mksc_shrn_iscd = completeTradingDecision.stockCode,hts_kor_isnm = completeTradingDecision.stockName))
+                TradingLogStore.addLog(completeTradingDecision,"HOLD","분석 신뢰도 오류 인지로 재분석 대기열에 추가")
+            }else if (completeTradingDecision != null && !completeTradingDecision.stockCode.isNullOrEmpty()) {
                 var basePrice = completeTradingDecision.currentPrice
                 var stockCode = completeTradingDecision.stockCode
                 println("basePrice $basePrice")
@@ -156,8 +159,11 @@ object AutoTradingManager {
                         TradingLogStore.addLog(completeTradingDecision,"HOLD","✋ [관망] 토탈 스코어(${String.format("%.1f[${minScore}]", totalScore)}) 또는 신뢰도 (${String.format("%.1f[${MIN_CONFIDENCE}]", completeTradingDecision.confidence)}) 미달")
                     }
                 }
+                if (completeTradingDecision?.decision?.contains("매수") == true) {
+                    completeTradingDecision.decision = "BUY"
+                }
                 when (completeTradingDecision?.decision) {
-                    "BUY" -> {
+                    "BUY","매수" -> {
                         append = buyWeight
                         TradingLogStore.addLog(completeTradingDecision,"BUY","[$stockCode] 매수 추천 resultCheck: ${completeTradingDecision?.reason}")
                         resultCheck(completeTradingDecision)
@@ -668,11 +674,11 @@ object AutoTradingManager {
                         this.monthly = monthly.await()
                     }
                 }
-
+                if (analyzer.isValid()) {
-
+                    RagService.processStock(currentPrice, analyzer, stock.name, stock.code) { decision, isSuccess ->
-                RagService.processStock(currentPrice,analyzer, stock.name, stock.code) { decision, isSuccess ->
                         callback(decision?.apply { this.currentPrice = currentPrice }, isSuccess)
                     }
+                }
                 println("✅ [분석 종료] ${stock.name} (${LocalTime.now()})")
             }
         } catch (e: Exception) {
@@ -862,6 +868,8 @@ data class InvestmentScores(
         longTerm $longTerm
         """.trimIndent()
     }
+
+    fun avg() = listOf(ultraShort, shortTerm, midTerm, longTerm).average()
 }
 
 @Serializable
@@ -871,6 +879,8 @@ class TechnicalAnalyzer {
     var daily: List<CandleData> = emptyList()
     var min30: List<CandleData> = emptyList()
 
+    fun isValid() = listOf(min30,monthly, weekly,daily).filter { it.size > 0 }.size == 4
+
     fun isOverheatedStock(): Boolean {
         if (min30.size < 20 || daily.size < 20) return false