V10.536 補高分 true_low_confidence focused exact

TODO_NEXT_STEPS.txt

@@ -4,6 +4,7 @@
 ================================================================================
 
 【已完成】
+   - V10.536 補 PChome 高分 `true_low_confidence` 安全救回線：新增花美水 Relax 薰衣草潤滑凝膠 1.7g x3、St.Clare 私密呼呼慕斯 x2 / 慕斯+噴霧組、BIOPEUTIC 果酸煥膚水凝乳 20% 150ml、台塑生醫嬰兒沐浴洗髮 3 件組、Elizabeth Arden 八小時護唇膏 SPF15 3.7g x3、理膚寶水全面修復潤唇膏 7.5ml focused total-price 規則；這些都要求同品牌、同品線與同規格/同組合，仍保留色號、香味、款式敏感品的 `variant_selection_review` 防線。
    - V10.535 修 ElephantAlpha 價格 trigger statement timeout：`price_drop_alert` / `market_opportunity` / DB evidence prefetch 改為先篩最近有效 PChome identity_v2，再用 `JOIN LATERAL` 查單一 SKU 最新 MOMO 價格；保留 match_score/tags/diagnostic evidence，避免 scheduler 週期性重查整張 `price_records`。
    - V10.534 收緊 PChome rescore accepted gate：`no_match / price_basis=none / alert_tier=suppress` 不得再進 `rescore_accepted_current`，並新增 `--retract-unsafe-accepted` 退回舊的 unsafe accepted rows；Dashboard / daily / growth / OpenClaw 文案改為「重算待人工覆核」，避免操作員把人工覆核隊列誤解為可直接採用或可自動寫價。
    - V10.533 補 ElephantAlpha legacy OpenClaw advisory 相容：`generate_dynamic_pricing_strategy` 與既有 `generate_market_strategy` / `generate_resource_optimization_strategy` 一樣只記錄為 skipped，不再觸發 `Unrecognized step` 與 circuit breaker；避免舊協調器輸出的建議型動態定價步驟被誤解為真正可執行任務。

config.py

@@ -402,7 +402,7 @@ YOUTUBE_API_KEY = os.getenv('YOUTUBE_API_KEY', '')
 # ==========================================
 # 系統版本與路徑
 # ==========================================
-SYSTEM_VERSION = "V10.535"
+SYSTEM_VERSION = "V10.536"
 LOG_FILE_PATH = os.path.join(BASE_DIR, 'logs/system.log')
 public_url = PUBLIC_URL  # 用於模板顯示
 

docs/AI_INTELLIGENCE_MODULE_SOT.md

@@ -99,6 +99,7 @@ SQL漏斗(~300筆)
 - PChome 低信心操作分流：Dashboard 與 read-only `/api/pchome-review/queue` 必須把近門檻可救、證據不足、低信心舊候選拆成 `recoverable_low_score`、`true_low_confidence`、`legacy_low_score` 三個可篩選桶；廣義 `low_score` 僅作 repository/export 相容查詢，不可在 UI 中冒充單一操作分流。
 - PChome coverage 的 `attempt_status` / `rescore_accepted_count` / `actionable_review_count` 口徑必須與 review queue 對齊：統計「沒有新鮮有效 identity」的商品，而不是只統計「完全沒有 identity」的商品；已過期但可重算採用的 stale identity 仍應出現在待審數字中，避免 API 與 Dashboard 漏報。
 - `run_retryable_candidate_revalidation()` 的自動回刷主戰場仍限 `low_score` / `refresh_low_score` / `recoverable_low_score`；`true_low_confidence` 只有在已補 focused exact 規則的窄範圍品線、舊分數 >= 0.95、`comparison_mode='exact_identity'`、含 `strong_exact_spec_match` 且不含 commercial / variant / count / bundle / refill 等阻擋理由時，才可進入重評，不得全面打開人工審核池。
+- 高分 `true_low_confidence` 的自動救回只能用具名 focused exact 線逐批擴充；同品牌、同品線、同規格/同組合的花美水 Relax、St.Clare 私密呼呼、BIOPEUTIC 果酸、台塑生醫嬰兒沐浴洗髮、Elizabeth Arden 八小時護唇膏與理膚寶水全面修復潤唇膏可走 total-price，色號、香味、款式、即期品與 catalog selection 仍維持 review / veto。
 - `/api/ai/pchome-match/backfill/status` 必須把近門檻重評池與過期 identity 救援池以只讀 `revalidation_preview` / `stale_recovery_preview` 曝光給操作員；預覽只復用正式候選 SQL 並受 limit / 60 秒快取限制，不啟動 PChome 搜尋、不呼叫 LLM、不寫 `competitor_match_attempts` / `competitor_prices`。重評 preview 必須先從最新 `competitor_match_attempts` 縮小候選，再用 `JOIN LATERAL` 取單一最新 MOMO 價；救援 preview 必須從過期 `competitor_prices` 小集合出發並用 `JOIN LATERAL` 取最新 MOMO 價，兩者都不得掃全量 `price_records`；Dashboard 只能顯示「可救援」觀測值，不得在未開啟 `PCHOME_STALE_RECOVERY_ENABLED` 時提供 recover-stale 執行按鈕；其中 `review_gated_count` 僅代表窄門 `true_low_confidence` exact 候選，不得被解讀為全量人工池可自動回刷。
 - PChome re-score audit 預設必須先取每個 SKU 的最新 `competitor_match_attempts` 狀態，再套用 status / reason 篩選；舊低信心歷史候選只能透過 `--include-historical-candidates` 明確進入考古掃描，避免已入隊、已否決或已修正 SKU 被舊紀錄重新推回報表。
 - production re-score `--apply-accepted` 僅可追加 `rescore_accepted_current` attempt 給人工覆核；執行後需清除 Dashboard / competitor intel cache，且必須抽查 `competitor_prices` / `competitor_price_history` 未新增正式價差。

docs/memory/history_logs.md

@@ -13,6 +13,7 @@
 ## 📅 詳細更新日誌 (考古存檔)
 
 ### 2026-06-01：PChome 比價新鮮度操作閉環
+- **V10.536 高分 true_low_confidence focused exact 救回**: production 抽樣顯示剩餘未覆蓋集中在 `identity_veto` 與 `true_low_confidence`，其中部分 1.0 分樣本是同品牌、同品線、同規格/同組合，但因多件組或護唇/私密護理類型辨識保守而停在 manual review。新增花美水 Relax、St.Clare 私密呼呼、BIOPEUTIC 果酸、台塑生醫嬰兒沐浴洗髮、Elizabeth Arden 八小時護唇膏、理膚寶水全面修復潤唇膏的 focused total-price 規則；不放寬 `MIN_MATCH_SCORE`，也不移除色號/香味/款式防線。
 - **V10.535 ElephantAlpha price trigger 查詢瘦身**: 正式 scheduler 日誌顯示 `price_drop_alert` trigger 對整張 `price_records` 做 `DISTINCT ON` 最新價造成 statement timeout。`price_drop_alert`、`market_opportunity` 與 EA DB evidence prefetch 改為先篩最近有效 PChome identity_v2 競品，再用 `JOIN LATERAL` 只查該 SKU 最新 MOMO 價格，保留 match_score/tags/diagnostic evidence 給 Telegram HITL，不再用全表最新價子查詢。
 - **V10.534 rescore accepted gate 收緊與語意修正**: 正式 96 筆 `rescore_accepted_current` 盤點顯示多數仍是 `manual_review / identity_review`，且有 2 筆 `no_match / none / suppress` 混入。收緊 `classify_match_attempt_row()`：`no_match`、`price_basis=none`、`alert_tier=suppress` 不得 gate pass；新增 `--retract-unsafe-accepted` 可把既有 unsafe accepted 退回 `true_low_confidence`。Dashboard / daily / growth / OpenClaw 文案改成「重算待人工覆核」，明確表示仍需人工確認身份後才可寫正式價差。
 - **V10.533 ElephantAlpha legacy OpenClaw advisory 相容**: 正式 scheduler 日誌出現 `Unrecognized step: agent=openclaw action=generate_dynamic_pricing_strategy`，屬於舊協調器把建議型策略文字放進 execution plan。執行器現在將 `generate_dynamic_pricing_strategy` 納入既有 OpenClaw advisory no-op 清單，只記錄 skipped，不觸發 circuit breaker，也不轉成自動調價或外部呼叫。

services/marketplace_product_matcher.py

@@ -489,10 +489,12 @@ FOCUSED_IDENTITY_REVIEW_ONLY_REASONS = {
 FOCUSED_IDENTITY_VARIANT_REVIEW_BYPASS_REASONS = {
     "artmis_cranberry_private_mousse_250ml",
     "artmis_witch_hazel_private_mousse_250ml",
+    "arden_eight_hour_lip_spf15_3_7g_3pack",
     "baan_baby_lip_original_strawberry_catalog",
     "dhc_olive_lip_1_5g",
     "frudia_honey_blueberry_lip_10g",
     "laroche_posay_lip_balm_4_7ml",
+    "laroche_posay_repair_lip_balm_7_5ml",
     "lush_sakura_body_spray",
     "sebamed_baby_lip_4_8g_2pack",
     "so_natural_fixx_setting_spray_120ml_plain",
@@ -523,7 +525,14 @@ FOCUSED_IDENTITY_TOTAL_PRICE_REASONS = {
     "3w_clinic_collagen_foundation_50ml_2pack",
     "hanamisui_moisture_original_gel_1_7g_3pack",
     "hanamisui_inclear_private_gel_1_7g_3pack",
+    "hanamisui_relax_lavender_gel_1_7g_3pack",
     "the_ordinary_caffeine_egcg_30ml",
+    "st_clare_private_mousse_150ml_2pack",
+    "st_clare_private_mousse_spray_set",
+    "biopeutic_plus_aha_lotion_20_150ml",
+    "taisu_baby_bath_shampoo_3pc",
+    "arden_eight_hour_lip_spf15_3_7g_3pack",
+    "laroche_posay_repair_lip_balm_7_5ml",
     "kussen_baby_butt_cream_50ml_3pack",
     "bone_diffuser_gift_3pack",
     "selection1990_half_dome_wax_lamp_white",
@@ -4534,6 +4543,77 @@ def _has_focused_low_score_exact_identity_line(left: ProductIdentity, right: Pro
         and _has_exact_count_alignment(left, right)
     ):
         return "hanamisui_inclear_private_gel_1_7g_3pack"
+    if (
+        "花美水" in (left.brand_tokens & right.brand_tokens)
+        and "relax" in left_raw
+        and "relax" in right_raw
+        and "薰衣草" in left_text
+        and "薰衣草" in right_text
+        and "潤滑凝膠" in left_text
+        and "潤滑凝膠" in right_text
+        and _has_shared_weight(left, right, 1.7)
+        and _has_exact_count_alignment(left, right)
+    ):
+        return "hanamisui_relax_lavender_gel_1_7g_3pack"
+    if (
+        ("聖克萊爾" in left_text and "聖克萊爾" in right_text)
+        and "私密呼呼溫和潔淨慕斯" in left_text
+        and "私密呼呼溫和潔淨慕斯" in right_text
+        and _has_shared_volume(left, right, 150)
+        and _has_exact_count_alignment(left, right)
+    ):
+        return "st_clare_private_mousse_150ml_2pack"
+    if (
+        ("聖克萊爾" in left_text and "聖克萊爾" in right_text)
+        and "私密呼呼溫和潔淨慕斯" in left_text
+        and "私密呼呼溫和潔淨慕斯" in right_text
+        and "私密呼呼舒緩護理噴霧" in left_text
+        and "私密呼呼舒緩護理噴霧" in right_text
+        and _has_shared_volume(left, right, 150)
+        and _has_shared_volume(left, right, 50)
+    ):
+        return "st_clare_private_mousse_spray_set"
+    if (
+        ("biopeutic" in (left.brand_tokens & right.brand_tokens) or ("葆療美" in left_text and "葆療美" in right_text))
+        and "果酸煥膚水凝乳" in left_text
+        and "果酸煥膚水凝乳" in right_text
+        and "20%" in left_raw
+        and "20%" in right_raw
+        and _has_shared_volume(left, right, 150)
+    ):
+        return "biopeutic_plus_aha_lotion_20_150ml"
+    if (
+        "台塑生醫" in left_text
+        and "台塑生醫" in right_text
+        and "嬰兒沐浴洗髮" in left_text
+        and "嬰兒沐浴洗髮" in right_text
+        and "3件組" in left_text
+        and "3件組" in right_text
+        and "嬰兒沐浴精" in left_text
+        and "嬰兒沐浴精" in right_text
+        and "嬰幼童洗髮精" in left_text
+        and "嬰幼童洗髮精" in right_text
+    ):
+        return "taisu_baby_bath_shampoo_3pc"
+    if (
+        "雅頓" in left_text
+        and "雅頓" in right_text
+        and "八小時潤澤護唇膏" in left_text
+        and "八小時潤澤護唇膏" in right_text
+        and "spf15" in left_raw
+        and "spf15" in right_raw
+        and _has_shared_weight(left, right, 3.7)
+        and _has_exact_count_alignment(left, right)
+    ):
+        return "arden_eight_hour_lip_spf15_3_7g_3pack"
+    if (
+        "理膚寶水" in left_text
+        and "理膚寶水" in right_text
+        and "全面修復潤唇膏" in left_text
+        and "全面修復潤唇膏" in right_text
+        and _has_shared_volume(left, right, 7.5)
+    ):
+        return "laroche_posay_repair_lip_balm_7_5ml"
     if (
         "ordinary" in (left.brand_tokens & right.brand_tokens)
         and "咖啡因" in left_text

tests/test_marketplace_product_matcher.py

@@ -546,6 +546,41 @@ def test_marketplace_matcher_promotes_focused_exact_pack_rows_to_total_price():
             "【花美水】Inclear櫻克麗兒私密淨化凝膠(1.7g*3支)/盒",
             "focused_exact_identity_hanamisui_inclear_private_gel_1_7g_3pack",
         ),
+        (
+            "【花美水】Relax薰衣草潤滑凝膠(1.7g x 3支/盒)",
+            "【花美水】Relax - 薰衣草潤滑凝膠(1.7g*3支入)/盒",
+            "focused_exact_identity_hanamisui_relax_lavender_gel_1_7g_3pack",
+        ),
+        (
+            "【St.Clare 聖克萊爾】私密呼呼溫和潔淨慕斯150mlx2入",
+            "St.Clare聖克萊爾 私密呼呼溫和潔淨慕斯150mlx2入",
+            "focused_exact_identity_st_clare_private_mousse_150ml_2pack",
+        ),
+        (
+            "【St.Clare 聖克萊爾】私密呼呼溫和潔淨慕斯150ml+私密呼呼舒緩護理噴霧50ml",
+            "St.Clare聖克萊爾 私密呼呼溫和潔淨慕斯150ml+私密呼呼舒緩護理噴霧50ml",
+            "focused_exact_identity_st_clare_private_mousse_spray_set",
+        ),
+        (
+            "【BIOPEUTIC 葆療美】PLUS+ 果酸煥膚水凝乳20%(150ml)",
+            "Biopeutic葆療美 PLUS+ 果酸煥膚水凝乳20% 150ml",
+            "focused_exact_identity_biopeutic_plus_aha_lotion_20_150ml",
+        ),
+        (
+            "【台塑生醫】嬰兒沐浴洗髮超值3件組 嬰兒沐浴精*2+嬰幼童洗髮精*1",
+            "台塑生醫 嬰兒沐浴洗髮超值3件組(嬰兒沐浴精*2+嬰幼童洗髮精*1)",
+            "focused_exact_identity_taisu_baby_bath_shampoo_3pc",
+        ),
+        (
+            "【Elizabeth Arden 伊麗莎白雅頓】八小時潤澤護唇膏SPF15(3.7gX3-專櫃公司貨)",
+            "ARDEN 雅頓 八小時潤澤護唇膏SPF15(3.7g)X3-百貨公司貨",
+            "focused_exact_identity_arden_eight_hour_lip_spf15_3_7g_3pack",
+        ),
+        (
+            "【理膚寶水】全面修復潤唇膏7.5ml(多重修復)",
+            "理膚寶水 全面修復潤唇膏 7.5ml",
+            "focused_exact_identity_laroche_posay_repair_lip_balm_7_5ml",
+        ),
         (
             "【The Ordinary】Caffeine Solution 咖啡因 + EGCG兒茶眼部配方30ml",
             "The Ordinary 5%咖啡因 + EGCG兒茶眼部配方 (30ml)",