diff --git a/config.py b/config.py
index 4af757d..2f2f4ed 100644
--- a/config.py
+++ b/config.py
@@ -320,7 +320,7 @@ YOUTUBE_API_KEY = os.getenv('YOUTUBE_API_KEY', '')
 # ==========================================
 # 系統版本與路徑
 # ==========================================
-SYSTEM_VERSION = "V10.335"
+SYSTEM_VERSION = "V10.336"
 LOG_FILE_PATH = os.path.join(BASE_DIR, 'logs/system.log')
 public_url = PUBLIC_URL  # 用於模板顯示
 
diff --git a/services/competitor_price_feeder.py b/services/competitor_price_feeder.py
index 0f8412a..646dac9 100644
--- a/services/competitor_price_feeder.py
+++ b/services/competitor_price_feeder.py
@@ -679,6 +679,7 @@ class CompetitorPriceFeeder:
 
         這條路徑不重新搜尋，只用前次留下的 PChome product_id 批次查詢最新商品資料，
         適合把舊 scorer 卡在 0.70~0.759 的真同款重新推進正式比價。
+        已重評後仍不足門檻的 refresh_low_score 不再重複進隊列，避免排程空轉。
         """
         if self.engine is None:
             raise RuntimeError("需要注入 SQLAlchemy engine")
@@ -733,7 +734,7 @@ class CompetitorPriceFeeder:
              AND COALESCE(cp.tags, '[]'::jsonb) ? 'identity_v2'
             WHERE lm.rn = 1
               AND cp.sku IS NULL
-              AND la.attempt_status IN ('low_score', 'refresh_low_score')
+              AND la.attempt_status = 'low_score'
               AND COALESCE(la.best_match_score, 0) >= :min_score
               AND COALESCE(la.hard_veto, false) = false
             ORDER BY la.best_match_score DESC NULLS LAST, lm.momo_price DESC NULLS LAST, lm.sku
diff --git a/tests/test_competitor_match_attempts_persistence.py b/tests/test_competitor_match_attempts_persistence.py
index f2381fc..8a2c87f 100644
--- a/tests/test_competitor_match_attempts_persistence.py
+++ b/tests/test_competitor_match_attempts_persistence.py
@@ -31,6 +31,11 @@ def test_competitor_feeder_persists_all_match_attempt_outcomes():
     assert "run_expired_identity_refresh" in source
     assert "_fetch_retryable_candidate_skus" in source
     assert "run_retryable_candidate_revalidation" in source
+    retryable_source = source.split("def _fetch_retryable_candidate_skus", 1)[1].split(
+        "def _fetch_expired_identity_skus", 1
+    )[0]
+    assert "la.attempt_status = 'low_score'" in retryable_source
+    assert "refresh_low_score')" not in retryable_source
     assert "refresh_known_identity" in source
     assert 'attempt_status="unit_comparable"' in source
     assert 'attempt_status="refresh_unit_comparable"' in source