diff --git a/apps/api/src/services/openclaw.py b/apps/api/src/services/openclaw.py
index e8f00cd1..a4ae9fc0 100644
--- a/apps/api/src/services/openclaw.py
+++ b/apps/api/src/services/openclaw.py
@@ -1262,19 +1262,33 @@ class OpenClawService:
 Trace URL: {signoz_trace_url}
 """
 
+        # Step 0.5: 擷取 K8s 叢集真實資源清單（Checkpoint-2 webhook path）
+        # 2026-04-17 ogt + Claude Sonnet 4.6: 防止 NemoTron 幻覺 deployment/awoooi-service
+        # 根因：webhook path 沒有叢集上下文 → LLM 盲猜資源名稱 → kubectl not found → trust 0 永遠
+        # 修復：每次分析前先拉真實 Deployment 清單，注入 prompt 強制 LLM 對齊
+        _k8s_ns = alert_context.get("namespace", "awoooi-prod")
+        _k8s_inventory = await _fetch_k8s_inventory_for_openclaw(namespace=_k8s_ns)
+        k8s_section = (
+            f"\n\n## 🔒 叢集實際資源清單（{_k8s_ns}）\n"
+            f"kubectl_command 與 target_resource **必須**從以下名稱選擇，不可自行編造：\n"
+            f"{_k8s_inventory}\n"
+            if _k8s_inventory
+            else "\n\n## ⚠️ 無法取得叢集清單，target_resource 請依 alertname 推斷，勿編造。\n"
+        )
+
         # 格式化告警為 Prompt (2026-03-31 ogt: 強力截斷以符合 NVIDIA 4K 限制)
         # 優先保留 System Prompt，截斷 Alert Data
-        available_len = 3500 - len(OPENCLAW_SYSTEM_PROMPT) - len(signoz_context)
+        available_len = 3500 - len(OPENCLAW_SYSTEM_PROMPT) - len(signoz_context) - len(k8s_section)
         if available_len < 500:
              # 如果 SignOz 太長，也截斷它
              signoz_context = signoz_context[:500] + "... (truncated)"
-             available_len = 3500 - len(OPENCLAW_SYSTEM_PROMPT) - len(signoz_context)
+             available_len = 3500 - len(OPENCLAW_SYSTEM_PROMPT) - len(signoz_context) - len(k8s_section)
 
         alert_json = json.dumps(alert_context, ensure_ascii=False, indent=2)
         if len(alert_json) > available_len:
             alert_json = alert_json[:available_len] + "... (truncated)"
 
-        full_prompt = OPENCLAW_SYSTEM_PROMPT + signoz_context + "\n\n## Alert Data:\n" + alert_json
+        full_prompt = OPENCLAW_SYSTEM_PROMPT + signoz_context + k8s_section + "\n\n## Alert Data:\n" + alert_json
 
         logger.info(
             "openclaw_alert_analysis_start",
@@ -2033,6 +2047,51 @@ async def close_openclaw() -> None:
         _openclaw = None
 
 
+async def _fetch_k8s_inventory_for_openclaw(
+    namespace: str = "awoooi-prod",
+    timeout_sec: float = 3.0,
+) -> str:
+    """
+    取得 K8s 叢集實際 Deployment/StatefulSet 清單，注入 analyze_alert prompt。
+
+    2026-04-17 ogt + Claude Sonnet 4.6 (Checkpoint-2 webhook path):
+    - 根因：NemoTron 在 webhook path 收不到叢集清單 → 幻覺 deployment/awoooi-service
+    - 修復：analyze_alert 前拉取真實資源名，注入 prompt，強制 LLM 從清單選擇
+    - 超時/失敗 → 返回 ""（prompt 仍正常但無鎖定效果，不中斷主流程）
+    - 只執行唯讀 get 指令，不修改叢集
+
+    Returns:
+        "awoooi-api, awoooi-web, ..." 格式字串，失敗時返回 ""
+    """
+    import asyncio as _asyncio
+    import structlog as _structlog
+    _logger = _structlog.get_logger(__name__)
+    try:
+        cmd = (
+            f"kubectl get deployments,statefulsets -n {namespace} "
+            "-o jsonpath='{.items[*].metadata.name}' 2>/dev/null"
+        )
+        proc = await _asyncio.create_subprocess_shell(
+            cmd,
+            stdout=_asyncio.subprocess.PIPE,
+            stderr=_asyncio.subprocess.PIPE,
+        )
+        try:
+            stdout, _ = await _asyncio.wait_for(proc.communicate(), timeout=timeout_sec)
+        except _asyncio.TimeoutError:
+            proc.kill()
+            _logger.warning("k8s_inventory_timeout_openclaw", namespace=namespace)
+            return ""
+        raw = (stdout or b"").decode("utf-8", errors="replace").strip()
+        if not raw:
+            return ""
+        names = [n.strip() for n in raw.split() if n.strip()]
+        return ", ".join(names)
+    except Exception as _e:
+        _logger.warning("k8s_inventory_failed_openclaw", namespace=namespace, error=str(_e))
+        return ""
+
+
 # =============================================================================
 # Phase 5 + SignOz Integration Complete
 # =============================================================================