diff --git a/TODO_NEXT_STEPS.txt b/TODO_NEXT_STEPS.txt
index 23f4408..d71274f 100644
--- a/TODO_NEXT_STEPS.txt
+++ b/TODO_NEXT_STEPS.txt
@@ -9,7 +9,7 @@
     python scripts/ops/check_production_version_truth.py
 
 目前最新版本仍以 production `https://mo.wooo.work/health` readback 為準。
-本輪 source target 為 `V10.756`；部署完成前不得宣稱正式環境已是 `V10.756`。
+本輪 source target 為 `V10.757`；部署完成前不得宣稱正式環境已是 `V10.757`。
 舊 iCloud checkout 不是 Gitea dev worktree，不得拿來當最新版本真相。
 
 ================================================================================
diff --git a/config.py b/config.py
index a7cd203..cf4f69c 100644
--- a/config.py
+++ b/config.py
@@ -402,7 +402,7 @@ YOUTUBE_API_KEY = os.getenv('YOUTUBE_API_KEY', '')
 # ==========================================
 # 系統版本與路徑
 # ==========================================
-SYSTEM_VERSION = "V10.756"
+SYSTEM_VERSION = "V10.757"
 LOG_FILE_PATH = os.path.join(BASE_DIR, 'logs/system.log')
 public_url = PUBLIC_URL  # 用於模板顯示
 
diff --git a/docs/AI_INTELLIGENCE_MODULE_SOT.md b/docs/AI_INTELLIGENCE_MODULE_SOT.md
index 47c0afa..b3b3c3f 100644
--- a/docs/AI_INTELLIGENCE_MODULE_SOT.md
+++ b/docs/AI_INTELLIGENCE_MODULE_SOT.md
@@ -886,6 +886,7 @@ POSTGRES_HOST=momo-db
 | 2026-07-10 | PixelRAG VLM tile generate 必須綁定 preflight 選出的 host / exact model | V10.754 起 `run_pixelrag_vlm_replay_worker.py --execute` 若 route readiness 已輸出 `candidate_host`，tile VLM generate 必須使用該 approved host 與 exact `candidate_model` 直呼 `/api/generate`，不得重新進入全域 Ollama resolver、不得因 111 fallback 規則把 VLM 模型降級成文字模型、不得再出現 preflight 選 111 但 tile generate tried GCP-B/GCP-A/111 的 route drift。receipt 必須輸出 `route_candidate_host`，模型錯誤時下一步為 `repair_ollama_vlm_generate_runtime_or_proxy_timeout`，仍然不寫 DB、不寫正式價格表。 |
 | 2026-07-10 | PixelRAG VLM no-probe 監控不得把 unknown 顯示成 failed | V10.755 起 smoke / scheduled-health 的 `pixelrag_vlm_route_readiness.details.generate_route_ready` 在 `generate_probe_performed=false` 時必須保留為 `null`，表示尚未做 `/api/generate` preflight；不得把未探測狀態轉成 `false`，避免 UI 或監控把 tags-only readiness 誤讀為 generate failure。 |
 | 2026-07-10 | PixelRAG VLM 空欄位與 Shopee language interstitial 必須自動轉 platform probe | V10.756 起 VLM prompt 明確把 language / region / app-download / landing / loading / logo-only / cookie consent pages 視為非商品卡；若 VLM 回傳所有 offer fields 皆空且 required title / price 缺失，worker 會標記 `non_product_or_interstitial_detected=true`，receipt 下一步改為 `run_platform_probe_or_use_structured_api`，不得反覆要求人工審核或無限 rerun VLM。 |
+| 2026-07-10 | PixelRAG VLM worker preflight 必須容納 111 VLM 冷啟延遲 | V10.757 起 `run_pixelrag_vlm_replay_worker.py --execute` 與對應 API 的 `route_generate_probe_timeout` 預設為 20 秒；111 `minicpm-v` 在正式環境可於約 4 到 20 秒間完成小型 `/api/generate` probe，8 秒容易造成假陰性。若 VLM receipt 已判定 `run_platform_probe_or_use_structured_api`，run-level `next_machine_action` 也必須同樣輸出 platform probe，不得停留在 rerun VLM 摘要。 |
 | 2026-06-29 | PChome DB apply 授權 lane 必須先通過 no-write guard / decision preflight / decision closeout / issuer gate / signing-decision preflight / signing-decision closeout / signing-issuer guard | V10.725 的 PChome mapping backlog auto-policy 已新增 `/api/ai/pchome-growth/mapping-backlog/auto-policy-db-apply-authorization-lane-guard`、`/api/ai/pchome-growth/mapping-backlog/auto-policy-db-apply-authorization-decision-preflight`、`/api/ai/pchome-growth/mapping-backlog/auto-policy-db-apply-authorization-decision-closeout`、`/api/ai/pchome-growth/mapping-backlog/auto-policy-db-apply-authorization-issuer-gate`、`/api/ai/pchome-growth/mapping-backlog/auto-policy-db-apply-authorization-signing-decision-preflight`、`/api/ai/pchome-growth/mapping-backlog/auto-policy-db-apply-authorization-signing-decision-closeout` 與 `/api/ai/pchome-growth/mapping-backlog/auto-policy-db-apply-authorization-signing-issuer-guard`；這些 endpoint 只驗證 final exact request package、same-run production truth requirement、secret rejection、rollback boundary、lane entry requirements、decision input requirements、rejection policy、post-apply verifier、future authorization decision package、final nonsecret authorization envelope、signing decision preflight inputs、unsigned signing decision package 與 signable request boundary，不讀 secret、不執行 shell/SQL、不寫 DB，也不簽發 database apply authorization。 |
 | 2026-06-29 | PChome DB apply 授權簽署發行者 lane 必須先產出 final signable request package | V10.725 的 PChome mapping backlog auto-policy 新增 `/api/ai/pchome-growth/mapping-backlog/auto-policy-db-apply-authorization-signing-issuer-closeout`；此 endpoint 只把 signing-issuer guard 的 signable request boundary 收斂成 final signable request package 與 closeout contract，確認 fresh production truth、post-apply verifier、migration hash、secret boundary 與 no-side-effect checks，不讀 secret、不簽發 authorization、不執行 shell/SQL、不寫 DB，也不代表正式 DB apply 已授權。 |
 | 2026-06-29 | PChome DB apply 授權簽署執行 lane 必須先通過 operator-held secret boundary preflight | V10.725 的 PChome mapping backlog auto-policy 新增 `/api/ai/pchome-growth/mapping-backlog/auto-policy-db-apply-authorization-signing-execution-preflight`；此 endpoint 只把 final signable request package 轉成 future signing execution preflight package、operator-held secret boundary contract、nonsecret signing inputs、command-shape preview、rollback boundary 與 abort conditions，不讀 secret、不接受 plaintext secret、不簽發 authorization、不執行 shell/SQL、不寫 DB，也不代表正式 DB apply 已授權。 |
diff --git a/routes/system_public_routes.py b/routes/system_public_routes.py
index 1a90750..e5d0177 100644
--- a/routes/system_public_routes.py
+++ b/routes/system_public_routes.py
@@ -794,7 +794,7 @@ def ai_automation_pixelrag_vlm_replay_worker_api():
         }
     )
     route_readiness_timeout = request.args.get('route_readiness_timeout', 3, type=int)
-    route_generate_probe_timeout = request.args.get('route_generate_probe_timeout', 8, type=int)
+    route_generate_probe_timeout = request.args.get('route_generate_probe_timeout', 20, type=int)
     return jsonify(run_pixelrag_ollama_vlm_replay_worker(
         platform=platforms,
         max_age_hours=max(1, min(max_age_hours or 168, 720)),
@@ -807,7 +807,7 @@ def ai_automation_pixelrag_vlm_replay_worker_api():
         auto_select_model=auto_select_model,
         route_readiness_timeout=max(1, min(route_readiness_timeout or 3, 20)),
         probe_generate_before_execute=probe_generate_before_execute,
-        route_generate_probe_timeout=max(1, min(route_generate_probe_timeout or 8, 30)),
+        route_generate_probe_timeout=max(1, min(route_generate_probe_timeout or 20, 30)),
     ))
 
 
diff --git a/scripts/ops/run_pixelrag_vlm_replay_worker.py b/scripts/ops/run_pixelrag_vlm_replay_worker.py
index a412bd5..a704896 100755
--- a/scripts/ops/run_pixelrag_vlm_replay_worker.py
+++ b/scripts/ops/run_pixelrag_vlm_replay_worker.py
@@ -95,7 +95,7 @@ def main() -> int:
     parser.add_argument(
         "--route-generate-probe-timeout",
         type=int,
-        default=8,
+        default=20,
         help="execute 前 /api/generate preflight timeout 秒數。",
     )
     args = parser.parse_args()
diff --git a/services/pixelrag_vlm_replay_worker_service.py b/services/pixelrag_vlm_replay_worker_service.py
index fceb7b3..9bf0d67 100644
--- a/services/pixelrag_vlm_replay_worker_service.py
+++ b/services/pixelrag_vlm_replay_worker_service.py
@@ -42,7 +42,7 @@ POLICY = "controlled_pixelrag_ollama_vlm_replay_worker_v1"
 DEFAULT_LIMIT = 25
 DEFAULT_TILE_LIMIT = 4
 DEFAULT_TIMEOUT_SECONDS = 90
-DEFAULT_ROUTE_GENERATE_PROBE_TIMEOUT_SECONDS = 8
+DEFAULT_ROUTE_GENERATE_PROBE_TIMEOUT_SECONDS = 20
 DEFAULT_OUTPUT_ROOT = os.getenv(
     "PIXELRAG_VLM_REPLAY_RECEIPT_ROOT",
     "/app/data/ai_automation/pixelrag_vlm_replay_receipts"
@@ -684,7 +684,15 @@ def run_pixelrag_ollama_vlm_replay_worker(
     elif model_error_count or parse_error_count:
         next_action = "repair_ollama_vlm_runtime_or_model_route"
     elif executed_warning_count:
-        next_action = "rerun_vlm_replay_with_more_tiles_or_platform_probe"
+        warning_actions = {
+            str(item.get("next_machine_action") or "")
+            for item in worker_items
+            if item.get("worker_status") == "executed_warning"
+        }
+        if warning_actions == {"run_platform_probe_or_use_structured_api"}:
+            next_action = "run_platform_probe_or_use_structured_api"
+        else:
+            next_action = "rerun_vlm_replay_with_more_tiles_or_platform_probe"
     elif executed_ok_count:
         next_action = "run_identity_matcher_replay_then_promotion_gate"
     else:
diff --git a/tests/test_pixelrag_vlm_replay_worker_service.py b/tests/test_pixelrag_vlm_replay_worker_service.py
index 64a2abc..d428c65 100644
--- a/tests/test_pixelrag_vlm_replay_worker_service.py
+++ b/tests/test_pixelrag_vlm_replay_worker_service.py
@@ -232,7 +232,7 @@ def test_pixelrag_vlm_replay_worker_empty_fields_routes_to_platform_probe(tmp_pa
     assert payload["status"] == "warning"
     assert payload["summary"]["executed_warning_count"] == 1
     assert payload["summary"]["required_field_missing_count"] == 2
-    assert payload["next_machine_action"] == "rerun_vlm_replay_with_more_tiles_or_platform_probe"
+    assert payload["next_machine_action"] == "run_platform_probe_or_use_structured_api"
     item = payload["worker_items"][0]
     assert item["worker_status"] == "executed_warning"
     assert item["next_machine_action"] == "run_platform_probe_or_use_structured_api"