diff --git a/services/elephant_alpha_autonomous_engine.py b/services/elephant_alpha_autonomous_engine.py
index 6618c40..d20379a 100644
--- a/services/elephant_alpha_autonomous_engine.py
+++ b/services/elephant_alpha_autonomous_engine.py
@@ -641,8 +641,21 @@ class ElephantAlphaAutonomousEngine:
         # NOTE: openclaw weekly_strategy / meta_analysis / strategic_analysis /
         # market_analysis / pricing_strategy dispatch removed — weekly_strategy 由
         # run_scheduler.py 週一 06:00 統一發送（防 EA 6h 重複觸發 35+/週）。
-        # 若 orchestrator Gemini 仍回傳這些 action，會落到下方 raise ValueError，
-        # 由 _execute_decision 的 try/except 捕捉並計入 circuit breaker。
+        # 2026-05-05: orchestrator prompt once allowed openclaw generate_* actions.
+        # Treat those legacy strategy steps as advisory no-op so they do not trip
+        # the autonomous engine circuit breaker.
+        if agent_type == "openclaw" and action in {
+            "generate_strategic_analysis",
+            "generate_market_analysis",
+            "generate_pricing_strategy",
+            "weekly_strategy",
+            "meta_analysis",
+            "strategic_analysis",
+            "market_analysis",
+            "pricing_strategy",
+        }:
+            self._log.warning("OpenClaw advisory step skipped: action=%s", action)
+            return
 
         if action in {"auto_heal", "resource_optimization", "optimize_resources", "handle_exception"}:
             return await self._run_with_timeout(
diff --git a/services/elephant_alpha_orchestrator.py b/services/elephant_alpha_orchestrator.py
index 97ebb49..8b6d80f 100644
--- a/services/elephant_alpha_orchestrator.py
+++ b/services/elephant_alpha_orchestrator.py
@@ -152,15 +152,14 @@ DECISION FRAMEWORK:
 ALLOWED EXECUTION ACTIONS:
 - hermes / analyze_price_competition
 - nemotron / dispatch_alert
-- openclaw / generate_strategic_analysis
-- openclaw / generate_market_analysis
-- openclaw / generate_pricing_strategy
 - elephant_alpha / auto_heal
 - elephant_alpha / code_fix
 
+OpenClaw strategy/report actions are advisory only. Do not place openclaw / generate_* actions in execution_plan; put strategic recommendations in strategic_assessment, reasoning, expected_outcome, or contingency_plans.
+
 價格調整紅線：
 - 禁止輸出 execute_price_adjustment、adjust_price、apply_price_change、update_price。
-- 若需要調價，請改輸出 openclaw / generate_pricing_strategy，並在 description 說明「需要人工核准後才能調價」。
+- 若需要調價，請在 strategic_assessment / reasoning 中輸出定價策略建議，並明確說明「需要人工核准後才能調價」；不要放入 execution_plan。
 - 本系統不得由 AI 直接修改商品價格，只能產生建議與人工覆核項目。
 
 BUSINESS CONTEXT: