diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/action/executor/ActionCorrectionRecognizer.java b/Partner-Core/src/main/java/work/slhaf/partner/module/action/executor/ActionCorrectionRecognizer.java
index f3133d28..9a7ce11b 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/action/executor/ActionCorrectionRecognizer.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/action/executor/ActionCorrectionRecognizer.java
@@ -26,7 +26,7 @@ public class ActionCorrectionRecognizer extends AbstractAgentModule.Sub<Correcti
     private CognitionCapability cognitionCapability;
 
     @Override
-    public @NotNull Result<CorrectionRecognizerResult> execute(CorrectionRecognizerInput input) {
+    protected @NotNull Result<CorrectionRecognizerResult> doExecute(CorrectionRecognizerInput input) {
         List<Message> messages = List.of(
                 resolveContextMessage(),
                 resolveTaskMessage(input)
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/action/executor/ActionCorrector.java b/Partner-Core/src/main/java/work/slhaf/partner/module/action/executor/ActionCorrector.java
index 246bbc56..5710d3a5 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/action/executor/ActionCorrector.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/action/executor/ActionCorrector.java
@@ -26,7 +26,7 @@ public class ActionCorrector extends AbstractAgentModule.Sub<CorrectorInput, Res
     private CognitionCapability cognitionCapability;
 
     @Override
-    public @NotNull Result<CorrectorResult> execute(CorrectorInput input) {
+    protected @NotNull Result<CorrectorResult> doExecute(CorrectorInput input) {
         List<Message> messages = List.of(
                 resolveContextMessage(),
                 resolveTaskMessage(input)
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/action/executor/ParamsExtractor.java b/Partner-Core/src/main/java/work/slhaf/partner/module/action/executor/ParamsExtractor.java
index ad04390c..54bd5a10 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/action/executor/ParamsExtractor.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/action/executor/ParamsExtractor.java
@@ -27,7 +27,7 @@ public class ParamsExtractor extends AbstractAgentModule.Sub<ExtractorInput, Res
     private CognitionCapability cognitionCapability;
 
     @Override
-    public @NotNull Result<ExtractorResult> execute(ExtractorInput input) {
+    protected @NotNull Result<ExtractorResult> doExecute(ExtractorInput input) {
         List<Message> messages = List.of(
                 resolveContextMessage(),
                 resolveTaskMessage(input)
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/action/planner/ActionPlanner.java b/Partner-Core/src/main/java/work/slhaf/partner/module/action/planner/ActionPlanner.java
index 60eada0f..66e02752 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/action/planner/ActionPlanner.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/action/planner/ActionPlanner.java
@@ -68,7 +68,7 @@ public class ActionPlanner extends AbstractAgentModule.Running<PartnerRunningFlo
     }
 
     @Override
-    public void execute(@NotNull PartnerRunningFlowContext context) {
+    protected void doExecute(@NotNull PartnerRunningFlowContext context) {
         String input = context.getInput();
         Result<ExtractorResult> result = actionExtractor.execute(input)
                 .onFailure(exp -> {
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/action/planner/evaluator/ActionEvaluator.java b/Partner-Core/src/main/java/work/slhaf/partner/module/action/planner/evaluator/ActionEvaluator.java
index 53b6f310..437bde6f 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/action/planner/evaluator/ActionEvaluator.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/action/planner/evaluator/ActionEvaluator.java
@@ -45,7 +45,7 @@ public class ActionEvaluator extends AbstractAgentModule.Sub<EvaluatorInput, Lis
      * @return 评估结果集合
      */
     @Override
-    public List<EvaluatorResult> execute(EvaluatorInput data) {
+    protected List<EvaluatorResult> doExecute(EvaluatorInput data) {
         List<String> tendencies = data.getTendencies();
         CountDownLatch latch = new CountDownLatch(tendencies.size());
         List<EvaluatorResult> evaluatorResults = new ArrayList<>();
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/action/planner/extractor/ActionExtractor.java b/Partner-Core/src/main/java/work/slhaf/partner/module/action/planner/extractor/ActionExtractor.java
index 8767008b..e365bcaf 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/action/planner/extractor/ActionExtractor.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/action/planner/extractor/ActionExtractor.java
@@ -20,7 +20,7 @@ public class ActionExtractor extends AbstractAgentModule.Sub<String, Result<Extr
     private CognitionCapability cognitionCapability;
 
     @Override
-    public @NotNull Result<ExtractorResult> execute(String input) {
+    protected @NotNull Result<ExtractorResult> doExecute(String input) {
         List<Message> messages = List.of(
                 cognitionCapability.contextWorkspace().resolve(List.of(
                         ContextBlock.VisibleDomain.COGNITION,
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/communication/CommunicationProducer.java b/Partner-Core/src/main/java/work/slhaf/partner/module/communication/CommunicationProducer.java
index de2303a8..f81c9097 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/communication/CommunicationProducer.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/communication/CommunicationProducer.java
@@ -59,7 +59,7 @@ public class CommunicationProducer extends AbstractAgentModule.Running<PartnerRu
     }
 
     @Override
-    public void execute(PartnerRunningFlowContext runningFlowContext) {
+    protected void doExecute(PartnerRunningFlowContext runningFlowContext) {
         log.debug("Communicating with: {}", runningFlowContext.getSource());
         executeChat(runningFlowContext);
     }
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/memory/selector/MemorySelector.java b/Partner-Core/src/main/java/work/slhaf/partner/module/memory/selector/MemorySelector.java
index c86cf628..29a11737 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/memory/selector/MemorySelector.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/memory/selector/MemorySelector.java
@@ -57,7 +57,7 @@ public class MemorySelector extends AbstractAgentModule.Running<PartnerRunningFl
     private Lock inputsLock = new ReentrantLock();
 
     @Override
-    public void execute(@NotNull PartnerRunningFlowContext runningFlowContext) {
+    protected void doExecute(@NotNull PartnerRunningFlowContext runningFlowContext) {
         inputsLock.lock();
         try {
             collectedInputs.put(ZonedDateTime.now().toLocalDateTime(), runningFlowContext.getInput());
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/memory/selector/evaluator/SliceSelectEvaluator.java b/Partner-Core/src/main/java/work/slhaf/partner/module/memory/selector/evaluator/SliceSelectEvaluator.java
index cb4d820f..354eecee 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/memory/selector/evaluator/SliceSelectEvaluator.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/memory/selector/evaluator/SliceSelectEvaluator.java
@@ -45,7 +45,7 @@ public class SliceSelectEvaluator extends AbstractAgentModule.Sub<EvaluatorInput
     }
 
     @Override
-    public List<ActivatedMemorySlice> execute(EvaluatorInput evaluatorInput) {
+    protected List<ActivatedMemorySlice> doExecute(EvaluatorInput evaluatorInput) {
         List<ActivatedMemorySlice> preparedSlices = evaluatorInput.getMemorySlices();
         List<ActivatedMemorySlice> result = new ArrayList<>();
         CountDownLatch latch = new CountDownLatch(preparedSlices.size());
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/memory/selector/extractor/MemorySelectExtractor.java b/Partner-Core/src/main/java/work/slhaf/partner/module/memory/selector/extractor/MemorySelectExtractor.java
index 311ccd87..a8278a3f 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/memory/selector/extractor/MemorySelectExtractor.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/memory/selector/extractor/MemorySelectExtractor.java
@@ -32,7 +32,7 @@ public class MemorySelectExtractor extends AbstractAgentModule.Sub<ExtractorInpu
     private MemoryRuntime memoryRuntime;
 
     @Override
-    public ExtractorResult execute(ExtractorInput input) {
+    protected ExtractorResult doExecute(ExtractorInput input) {
         ExtractorResult extractorResult;
         List<Message> messages = List.of(
                 resolveContextMessage(),
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/memory/updater/MemoryUpdater.java b/Partner-Core/src/main/java/work/slhaf/partner/module/memory/updater/MemoryUpdater.java
index fdc24741..9519f369 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/memory/updater/MemoryUpdater.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/memory/updater/MemoryUpdater.java
@@ -85,7 +85,7 @@ public class MemoryUpdater extends AbstractAgentModule.Running<PartnerRunningFlo
     }
 
     @Override
-    public void execute(@NotNull PartnerRunningFlowContext context) {
+    protected void doExecute(@NotNull PartnerRunningFlowContext context) {
         boolean trigger = cognitionCapability.getChatMessages().size() >= MEMORY_UPDATE_TRIGGER_ROLL_LIMIT;
         if (!trigger) {
             return;
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/memory/updater/summarizer/MultiSummarizer.java b/Partner-Core/src/main/java/work/slhaf/partner/module/memory/updater/summarizer/MultiSummarizer.java
index 62555458..84674784 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/memory/updater/summarizer/MultiSummarizer.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/memory/updater/summarizer/MultiSummarizer.java
@@ -24,7 +24,7 @@ public class MultiSummarizer extends AbstractAgentModule.Sub<SummarizeInput, Res
     private MemoryRuntime memoryRuntime;
 
     @Override
-    public @NotNull Result<SummarizeResult> execute(SummarizeInput input) {
+    protected @NotNull Result<SummarizeResult> doExecute(SummarizeInput input) {
         return formattedChat(
                 List.of(new Message(Message.Character.USER, JSONUtil.toJsonPrettyStr(input))),
                 SummarizeResult.class
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/memory/updater/summarizer/SingleSummarizer.java b/Partner-Core/src/main/java/work/slhaf/partner/module/memory/updater/summarizer/SingleSummarizer.java
index 48ce4414..348dfd17 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/memory/updater/summarizer/SingleSummarizer.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/memory/updater/summarizer/SingleSummarizer.java
@@ -29,7 +29,7 @@ public class SingleSummarizer extends AbstractAgentModule.Sub<List<Message>, Voi
     }
 
     @Override
-    public Void execute(List<Message> chatMessages) {
+    protected Void doExecute(List<Message> chatMessages) {
         log.debug("[MemorySummarizer] 长文本摘要开始...");
         CountDownLatch latch = new CountDownLatch(chatMessages.size());
         for (int i = 0; i < chatMessages.size(); i++) {
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/memory/updater/summarizer/TotalSummarizer.java b/Partner-Core/src/main/java/work/slhaf/partner/module/memory/updater/summarizer/TotalSummarizer.java
index 8b4777bd..8abe138c 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/memory/updater/summarizer/TotalSummarizer.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/memory/updater/summarizer/TotalSummarizer.java
@@ -13,7 +13,7 @@ import java.util.List;
 @EqualsAndHashCode(callSuper = true)
 @Data
 public class TotalSummarizer extends AbstractAgentModule.Sub<HashMap<String, String>, String> implements ActivateModel {
-    public String execute(HashMap<String, String> singleMemorySummary) {
+    protected String doExecute(HashMap<String, String> singleMemorySummary) {
         return formattedChat(
                 List.of(new Message(Message.Character.USER, JSONUtil.toJsonPrettyStr(singleMemorySummary))),
                 SummaryContent.class
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/perceive/PerceiveMonitor.java b/Partner-Core/src/main/java/work/slhaf/partner/module/perceive/PerceiveMonitor.java
index 3c333d16..7553b717 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/perceive/PerceiveMonitor.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/perceive/PerceiveMonitor.java
@@ -23,7 +23,7 @@ public class PerceiveMonitor extends AbstractAgentModule.Running<PartnerRunningF
     private CognitionCapability cognitionCapability;
 
     @Override
-    public void execute(@NotNull PartnerRunningFlowContext context) {
+    protected void doExecute(@NotNull PartnerRunningFlowContext context) {
         String lastInteractTime = perceiveCapability.refreshInteract();
         ContextBlock block = new ContextBlock(
                 new CommunicationBlockContent(
diff --git a/Partner-Framework/src/main/java/work/slhaf/partner/framework/agent/factory/component/abstracts/AgentModule.kt b/Partner-Framework/src/main/java/work/slhaf/partner/framework/agent/factory/component/abstracts/AgentModule.kt
index 277fe168..5b728e6b 100644
--- a/Partner-Framework/src/main/java/work/slhaf/partner/framework/agent/factory/component/abstracts/AgentModule.kt
+++ b/Partner-Framework/src/main/java/work/slhaf/partner/framework/agent/factory/component/abstracts/AgentModule.kt
@@ -4,6 +4,8 @@ import org.slf4j.Logger
 import org.slf4j.LoggerFactory
 import work.slhaf.partner.framework.agent.factory.component.annotation.AgentComponent
 import work.slhaf.partner.framework.agent.interaction.flow.RunningFlowContext
+import work.slhaf.partner.framework.agent.log.LogAdviceProvider
+import java.lang.reflect.ParameterizedType
 
 /**
  * 模块基类
@@ -18,16 +20,57 @@ sealed class AbstractAgentModule {
 
     abstract class Running<T : RunningFlowContext> : AbstractAgentModule() {
 
-        abstract fun execute(context: T)
+        private val advice = run {
+            @Suppress("UNCHECKED_CAST")
+            LogAdviceProvider.createAdvice(
+                moduleName,
+                resolveGenericType(0) as Class<T>,
+                Void::class.java
+            ) { context ->
+                doExecute(context)
+                null
+            }
+        }
+
+        fun execute(context: T) {
+            advice.invoke(context)
+        }
+
+        protected abstract fun doExecute(context: T)
 
         abstract fun order(): Int
     }
 
     abstract class Sub<I, O> : AbstractAgentModule() {
-        abstract fun execute(input: I): O
+        private val advice = run {
+            @Suppress("UNCHECKED_CAST")
+            LogAdviceProvider.createAdvice(
+                moduleName,
+                resolveGenericType(0) as Class<I>,
+                resolveGenericType(1) as Class<O>
+            ) { input ->
+                doExecute(input)
+            }
+        }
+
+        fun execute(input: I): O? {
+            return advice.invoke(input).getOrThrow()
+        }
+
+        protected abstract fun doExecute(input: I): O?
     }
 
     abstract class Standalone : AbstractAgentModule()
 
+    protected fun resolveGenericType(index: Int): Class<*> {
+        val genericType = (javaClass.genericSuperclass as? ParameterizedType)
+            ?.actualTypeArguments
+            ?.getOrNull(index)
+            ?: return Any::class.java
+        return when (genericType) {
+            is Class<*> -> genericType
+            is ParameterizedType -> genericType.rawType as? Class<*> ?: Any::class.java
+            else -> Any::class.java
+        }
+    }
 }
-