diff --git a/database/manager.py b/database/manager.py
index 3c276c5..3b0cfc0 100644
--- a/database/manager.py
+++ b/database/manager.py
@@ -7,7 +7,7 @@ from .models import Base, Category, Product, PriceRecord, MonthlySummaryAnalysis
 from .user_models import User, LoginHistory  # noqa: F401 - 必須在 trend_models 之前導入，解決 ForeignKey 依賴問題
 from .edm_models import PromoProduct  # V-Fix: 確保 EDM 模型被註冊，以便自動建表
 from .trend_models import TrendRecord, TrendKeyword, TrendAnalysis, WebSearchCache, TelegramUser  # noqa: F401 - 趨勢資料表
-from .ai_models import AIGenerationHistory, AIInsight, AIUsageTracking, AIPromptTemplate # AI 記憶體與洞察模型
+from .ai_models import AgentContext, ActionPlan, ActionOutcome, AgentStrategyWeights  # noqa: F401 - AI agent 模型
 from .autoheal_models import Incident, Playbook, HealLog  # noqa: F401 - ADR-013 AIOps 自動修復表
 
 # 🚩 導入優化後的日誌管理模組