diff --git a/docs/guides/deployment_sop.md b/docs/guides/deployment_sop.md
index 028571e..cca7e51 100644
--- a/docs/guides/deployment_sop.md
+++ b/docs/guides/deployment_sop.md
@@ -47,13 +47,13 @@ ssh -J wooo@192.168.0.110 ollama@192.168.0.188 \
 
 本地先跑：
 ```bash
-python3 scripts/sync_observability_css.py
-bash scripts/check_observability_suite.sh
+./scripts/quick_review.sh --sync-observability-css
+./scripts/quick_review.sh --observability-qa
 ```
 
 部署後再跑：
 ```bash
-bash scripts/check_observability_suite.sh
+./scripts/quick_review.sh --observability-qa
 ```
 
 QA 套件會檢查：
diff --git a/docs/guides/observability_ui_governance.md b/docs/guides/observability_ui_governance.md
index 2bac943..92fd83a 100644
--- a/docs/guides/observability_ui_governance.md
+++ b/docs/guides/observability_ui_governance.md
@@ -62,6 +62,13 @@ python3 scripts/sync_observability_css.py
 ./scripts/quick_review.sh
 ```
 
+非互動模式可直接用於部署腳本或 CI：
+
+```bash
+./scripts/quick_review.sh --sync-observability-css
+./scripts/quick_review.sh --observability-qa
+```
+
 Guard 會檢查：
 
 - 觀測台頁面契約集中在 `scripts/observability_contract.py`，新增/改名頁面先改這裡。
diff --git a/scripts/quick_review.sh b/scripts/quick_review.sh
index 231f7b1..5af358b 100755
--- a/scripts/quick_review.sh
+++ b/scripts/quick_review.sh
@@ -86,6 +86,28 @@ run_observability_css_sync() {
     python3 "$OBSERVABILITY_CSS_SYNC"
 }
 
+# 非互動入口：給部署腳本、CI、或 Codex session 直接呼叫。
+if [ $# -gt 0 ]; then
+    case "$1" in
+        --observability-ui)
+            run_observability_ui_guard
+            exit $?
+            ;;
+        --observability-smoke)
+            run_observability_page_smoke
+            exit $?
+            ;;
+        --observability-qa)
+            run_observability_qa_suite
+            exit $?
+            ;;
+        --sync-observability-css)
+            run_observability_css_sync
+            exit $?
+            ;;
+    esac
+fi
+
 # 顯示選單
 if [ $# -eq 0 ]; then
     echo -e "${YELLOW}請選擇操作：${NC}"