diff --git a/Partner-Core/src/main/java/work/slhaf/partner/core/cognation/CognationCapability.java b/Partner-Core/src/main/java/work/slhaf/partner/core/cognition/CognitionCapability.java
similarity index 80%
rename from Partner-Core/src/main/java/work/slhaf/partner/core/cognation/CognationCapability.java
rename to Partner-Core/src/main/java/work/slhaf/partner/core/cognition/CognitionCapability.java
index 06fe7164..8141c303 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/core/cognation/CognationCapability.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/core/cognition/CognitionCapability.java
@@ -1,4 +1,4 @@
-package work.slhaf.partner.core.cognation;
+package work.slhaf.partner.core.cognition;
 
 import work.slhaf.partner.api.agent.factory.capability.annotation.Capability;
 import work.slhaf.partner.api.chat.pojo.Message;
@@ -6,8 +6,8 @@ import work.slhaf.partner.api.chat.pojo.Message;
 import java.util.List;
 import java.util.concurrent.locks.Lock;
 
-@Capability("cognation")
-public interface CognationCapability {
+@Capability("cognition")
+public interface CognitionCapability {
 
     String initiateTurn(String input, String target);
 
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/core/cognation/CognationCore.java b/Partner-Core/src/main/java/work/slhaf/partner/core/cognition/CognitionCore.java
similarity index 92%
rename from Partner-Core/src/main/java/work/slhaf/partner/core/cognation/CognationCore.java
rename to Partner-Core/src/main/java/work/slhaf/partner/core/cognition/CognitionCore.java
index 5c1a149e..65dd069f 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/core/cognation/CognationCore.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/core/cognition/CognitionCore.java
@@ -1,4 +1,4 @@
-package work.slhaf.partner.core.cognation;
+package work.slhaf.partner.core.cognition;
 
 import lombok.EqualsAndHashCode;
 import lombok.Getter;
@@ -20,10 +20,10 @@ import java.util.concurrent.locks.ReentrantLock;
 
 @EqualsAndHashCode(callSuper = true)
 @Slf4j
-@CapabilityCore(value = "cognation")
+@CapabilityCore(value = "cognition")
 @Getter
 @Setter
-public class CognationCore extends PartnerCore<CognationCore> {
+public class CognitionCore extends PartnerCore<CognitionCore> {
 
     @Serial
     private static final long serialVersionUID = 1L;
@@ -34,7 +34,8 @@ public class CognationCore extends PartnerCore<CognationCore> {
      * 主模型的聊天记录
      */
     private List<Message> chatMessages = new ArrayList<>();
-    public CognationCore() throws IOException, ClassNotFoundException {
+
+    public CognitionCore() throws IOException, ClassNotFoundException {
     }
 
     @CapabilityMethod
@@ -89,6 +90,6 @@ public class CognationCore extends PartnerCore<CognationCore> {
 
     @Override
     protected String getCoreKey() {
-        return "cognation-core";
+        return "cognition-core";
     }
 }
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/core/cognation/exception/UserNotExistsException.java b/Partner-Core/src/main/java/work/slhaf/partner/core/cognition/exception/UserNotExistsException.java
similarity index 73%
rename from Partner-Core/src/main/java/work/slhaf/partner/core/cognation/exception/UserNotExistsException.java
rename to Partner-Core/src/main/java/work/slhaf/partner/core/cognition/exception/UserNotExistsException.java
index aae2addb..4c116f7e 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/core/cognation/exception/UserNotExistsException.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/core/cognition/exception/UserNotExistsException.java
@@ -1,4 +1,4 @@
-package work.slhaf.partner.core.cognation.exception;
+package work.slhaf.partner.core.cognition.exception;
 
 public class UserNotExistsException extends RuntimeException {
     public UserNotExistsException(String message) {
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/modules/action/builtin/BuiltinCapabilityActionProvider.java b/Partner-Core/src/main/java/work/slhaf/partner/module/modules/action/builtin/BuiltinCapabilityActionProvider.java
index 5db5939f..3b65dcbe 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/modules/action/builtin/BuiltinCapabilityActionProvider.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/modules/action/builtin/BuiltinCapabilityActionProvider.java
@@ -4,7 +4,7 @@ import com.alibaba.fastjson2.JSONObject;
 import work.slhaf.partner.api.agent.factory.capability.annotation.InjectCapability;
 import work.slhaf.partner.api.agent.factory.component.annotation.AgentComponent;
 import work.slhaf.partner.core.action.entity.MetaActionInfo;
-import work.slhaf.partner.core.cognation.CognationCapability;
+import work.slhaf.partner.core.cognition.CognitionCapability;
 import work.slhaf.partner.core.memory.MemoryCapability;
 import work.slhaf.partner.core.perceive.PerceiveCapability;
 
@@ -28,7 +28,7 @@ class BuiltinCapabilityActionProvider implements BuiltinActionProvider {
     @InjectCapability
     private MemoryCapability memoryCapability;
     @InjectCapability
-    private CognationCapability cognationCapability;
+    private CognitionCapability cognitionCapability;
     @InjectCapability
     private PerceiveCapability perceiveCapability;
 
@@ -115,7 +115,7 @@ class BuiltinCapabilityActionProvider implements BuiltinActionProvider {
         Function<Map<String, Object>, String> invoker = params -> {
             String input = BuiltinActionRegistry.BuiltinActionDefinition.requireString(params, "input");
             String target = BuiltinActionRegistry.BuiltinActionDefinition.requireString(params, "target");
-            return cognationCapability.initiateTurn(input, target);
+            return cognitionCapability.initiateTurn(input, target);
         };
 
         return new BuiltinActionRegistry.BuiltinActionDefinition(
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/modules/action/executor/ActionExecutor.java b/Partner-Core/src/main/java/work/slhaf/partner/module/modules/action/executor/ActionExecutor.java
index 76f952df..a51b3fc8 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/modules/action/executor/ActionExecutor.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/modules/action/executor/ActionExecutor.java
@@ -9,7 +9,7 @@ import work.slhaf.partner.core.action.ActionCapability;
 import work.slhaf.partner.core.action.ActionCore;
 import work.slhaf.partner.core.action.entity.*;
 import work.slhaf.partner.core.action.runner.RunnerClient;
-import work.slhaf.partner.core.cognation.CognationCapability;
+import work.slhaf.partner.core.cognition.CognitionCapability;
 import work.slhaf.partner.core.memory.MemoryCapability;
 import work.slhaf.partner.module.modules.action.executor.entity.*;
 
@@ -26,7 +26,7 @@ public class ActionExecutor extends AbstractAgentModule.Standalone {
     @InjectCapability
     private MemoryCapability memoryCapability;
     @InjectCapability
-    private CognationCapability cognationCapability;
+    private CognitionCapability cognitionCapability;
     @InjectModule
     private ParamsExtractor paramsExtractor;
     @InjectModule
@@ -356,7 +356,7 @@ public class ActionExecutor extends AbstractAgentModule.Standalone {
             MetaActionInfo metaActionInfo = actionCapability.loadMetaActionInfo(action.getKey());
             input.setHistoryActionResults(historyActionsResults);
             input.setParams(metaActionInfo.getParams());
-            input.setRecentMessages(cognationCapability.getChatMessages());
+            input.setRecentMessages(cognitionCapability.getChatMessages());
             input.setActionDescription(metaActionInfo.getDescription());
             input.setUserId(userId);
             return input;
@@ -366,7 +366,7 @@ public class ActionExecutor extends AbstractAgentModule.Standalone {
                                                    List<String> additionalContext) {
             ExtractorInput input = new ExtractorInput();
             input.setActivatedMemorySlices(memoryCapability.getActivatedSlices());
-            input.setRecentMessages(cognationCapability.getChatMessages());
+            input.setRecentMessages(cognitionCapability.getChatMessages());
             input.setMetaActionInfo(actionCapability.loadMetaActionInfo(action.getKey()));
             input.setHistoryActionResults(historyActionResults);
             input.setAdditionalContext(additionalContext);
@@ -381,7 +381,7 @@ public class ActionExecutor extends AbstractAgentModule.Standalone {
                     .description(executableAction.getDescription())
                     .history(executableAction.getHistory().get(executableAction.getExecutingStage()))
                     .status(executableAction.getStatus())
-                    .recentMessages(cognationCapability.getChatMessages())
+                    .recentMessages(cognitionCapability.getChatMessages())
                     .activatedSlices(memoryCapability.getActivatedSlices())
                     .build();
         }
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/modules/action/executor/ActionRepairer.java b/Partner-Core/src/main/java/work/slhaf/partner/module/modules/action/executor/ActionRepairer.java
index bae64092..b4fe731e 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/modules/action/executor/ActionRepairer.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/modules/action/executor/ActionRepairer.java
@@ -15,7 +15,7 @@ import work.slhaf.partner.core.action.ActionCore.ExecutorType;
 import work.slhaf.partner.core.action.entity.MetaAction;
 import work.slhaf.partner.core.action.entity.MetaAction.Result;
 import work.slhaf.partner.core.action.runner.RunnerClient;
-import work.slhaf.partner.core.cognation.CognationCapability;
+import work.slhaf.partner.core.cognition.CognitionCapability;
 import work.slhaf.partner.module.modules.action.executor.entity.GeneratorInput;
 import work.slhaf.partner.module.modules.action.executor.entity.GeneratorResult;
 import work.slhaf.partner.module.modules.action.executor.entity.RepairerInput;
@@ -46,7 +46,7 @@ public class ActionRepairer extends AbstractAgentModule.Sub<RepairerInput, Repai
     @InjectCapability
     private ActionCapability actionCapability;
     @InjectCapability
-    private CognationCapability cognationCapability;
+    private CognitionCapability cognitionCapability;
     @InjectModule
     private DynamicActionGenerator dynamicActionGenerator;
     private RunnerClient runnerClient;
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/modules/action/planner/ActionPlanner.java b/Partner-Core/src/main/java/work/slhaf/partner/module/modules/action/planner/ActionPlanner.java
index 1a62781c..fdb71c68 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/modules/action/planner/ActionPlanner.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/modules/action/planner/ActionPlanner.java
@@ -13,7 +13,7 @@ import work.slhaf.partner.core.action.ActionCore;
 import work.slhaf.partner.core.action.entity.*;
 import work.slhaf.partner.core.action.entity.cache.CacheAdjustData;
 import work.slhaf.partner.core.action.entity.cache.CacheAdjustMetaData;
-import work.slhaf.partner.core.cognation.CognationCapability;
+import work.slhaf.partner.core.cognition.CognitionCapability;
 import work.slhaf.partner.core.memory.MemoryCapability;
 import work.slhaf.partner.core.perceive.PerceiveCapability;
 import work.slhaf.partner.module.modules.action.executor.ActionExecutor;
@@ -50,7 +50,7 @@ public class ActionPlanner extends AbstractAgentModule.Running<PartnerRunningFlo
     private final ActionAssemblyHelper assemblyHelper = new ActionAssemblyHelper();
 
     @InjectCapability
-    private CognationCapability cognationCapability;
+    private CognitionCapability cognitionCapability;
     @InjectCapability
     private ActionCapability actionCapability;
     @InjectCapability
@@ -228,7 +228,7 @@ public class ActionPlanner extends AbstractAgentModule.Running<PartnerRunningFlo
         }
         try {
             // TODO target 指定行为待补充; 主动回复链路待补充
-            cognationCapability.initiateTurn("系统提醒：存在待确认行动即将过期，请确认是否继续执行。pendingId=" + pendingId, userId);
+            cognitionCapability.initiateTurn("系统提醒：存在待确认行动即将过期，请确认是否继续执行。pendingId=" + pendingId, userId);
         } catch (Exception e) {
             log.warn("触发待确认行动提醒失败, pendingId: {}", pendingId, e);
         }
@@ -294,7 +294,7 @@ public class ActionPlanner extends AbstractAgentModule.Running<PartnerRunningFlo
                 result == null ? "" : result //将会在 ActionExecutor
         );
         try {
-            cognationCapability.initiateTurn(structuredSignal, action.getSource());
+            cognitionCapability.initiateTurn(structuredSignal, action.getSource());
         } catch (Exception e) {
             log.warn("触发 immediate 行动完成自对话失败, actionUuid: {}", action.getUuid(), e);
         }
@@ -312,7 +312,7 @@ public class ActionPlanner extends AbstractAgentModule.Running<PartnerRunningFlo
         private ExtractorInput buildExtractorInput(PartnerRunningFlowContext context) {
             ExtractorInput input = new ExtractorInput();
             input.setInput(context.getInput());
-            List<Message> chatMessages = cognationCapability.snapshotChatMessages();
+            List<Message> chatMessages = cognitionCapability.snapshotChatMessages();
             List<Message> recentMessages = new ArrayList<>();
             if (chatMessages.size() > 5) {
                 recentMessages.addAll(chatMessages.subList(chatMessages.size() - 5, chatMessages.size() - 1));
@@ -326,7 +326,7 @@ public class ActionPlanner extends AbstractAgentModule.Running<PartnerRunningFlo
         private EvaluatorInput buildEvaluatorInput(ExtractorResult extractorResult, String userId) {
             EvaluatorInput input = new EvaluatorInput();
             input.setTendencies(extractorResult.getTendencies());
-            input.setRecentMessages(cognationCapability.snapshotChatMessages());
+            input.setRecentMessages(cognitionCapability.snapshotChatMessages());
             input.setActivatedSlices(memoryCapability.getActivatedSlices());
             return input;
         }
@@ -432,7 +432,7 @@ public class ActionPlanner extends AbstractAgentModule.Running<PartnerRunningFlo
             ConfirmerInput confirmerInput = new ConfirmerInput();
             confirmerInput.setInput(context.getInput());
             List<PendingActionRecord> pendingActions = actionCapability.listActivePendingActions(context.getSource());
-            confirmerInput.setRecentMessages(cognationCapability.snapshotChatMessages());
+            confirmerInput.setRecentMessages(cognitionCapability.snapshotChatMessages());
             confirmerInput.setPendingActions(pendingActions);
             return confirmerInput;
         }
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/modules/core/CommunicationProducer.java b/Partner-Core/src/main/java/work/slhaf/partner/module/modules/core/CommunicationProducer.java
index 02ef2233..6ee5c098 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/modules/core/CommunicationProducer.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/modules/core/CommunicationProducer.java
@@ -12,7 +12,7 @@ import work.slhaf.partner.api.agent.factory.component.abstracts.ActivateModel;
 import work.slhaf.partner.api.agent.factory.component.annotation.Init;
 import work.slhaf.partner.api.agent.runtime.interaction.flow.ContextBlock;
 import work.slhaf.partner.api.chat.pojo.Message;
-import work.slhaf.partner.core.cognation.CognationCapability;
+import work.slhaf.partner.core.cognition.CognitionCapability;
 import work.slhaf.partner.runtime.interaction.data.context.PartnerRunningFlowContext;
 
 import javax.xml.parsers.DocumentBuilderFactory;
@@ -42,7 +42,7 @@ public class CommunicationProducer extends AbstractAgentModule.Running<PartnerRu
             """;
 
     @InjectCapability
-    private CognationCapability cognationCapability;
+    private CognitionCapability cognitionCapability;
 
     @Init
     public void init() {
@@ -112,9 +112,9 @@ public class CommunicationProducer extends AbstractAgentModule.Running<PartnerRu
     }
 
     private void updateModuleContextAndChatMessages(PartnerRunningFlowContext runningFlowContext, String response) {
-        cognationCapability.getMessageLock().lock();
+        cognitionCapability.getMessageLock().lock();
         try {
-            List<Message> chatMessages = cognationCapability.getChatMessages();
+            List<Message> chatMessages = cognitionCapability.getChatMessages();
             chatMessages.removeIf(this::isStructuredUserMessage);
             Message primaryUserMessage = new Message(
                     Message.Character.USER,
@@ -124,12 +124,12 @@ public class CommunicationProducer extends AbstractAgentModule.Running<PartnerRu
             Message assistantMessage = new Message(Message.Character.ASSISTANT, response);
             chatMessages.add(assistantMessage);
         } finally {
-            cognationCapability.getMessageLock().unlock();
+            cognitionCapability.getMessageLock().unlock();
         }
     }
 
     private List<Message> snapshotConversationMessages() {
-        List<Message> snapshot = new ArrayList<>(cognationCapability.snapshotChatMessages());
+        List<Message> snapshot = new ArrayList<>(cognitionCapability.snapshotChatMessages());
         snapshot.removeIf(this::isStructuredUserMessage);
         return snapshot;
     }
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/modules/memory/runtime/MemoryRuntime.java b/Partner-Core/src/main/java/work/slhaf/partner/module/modules/memory/runtime/MemoryRuntime.java
index 3bf38118..8e33c45e 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/modules/memory/runtime/MemoryRuntime.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/modules/memory/runtime/MemoryRuntime.java
@@ -9,7 +9,7 @@ import work.slhaf.partner.api.agent.factory.component.annotation.Init;
 import work.slhaf.partner.api.agent.runtime.config.AgentConfigLoader;
 import work.slhaf.partner.api.common.entity.PersistableObject;
 import work.slhaf.partner.common.config.PartnerAgentConfigLoader;
-import work.slhaf.partner.core.cognation.CognationCapability;
+import work.slhaf.partner.core.cognition.CognitionCapability;
 import work.slhaf.partner.core.memory.MemoryCapability;
 import work.slhaf.partner.core.memory.exception.UnExistedDateIndexException;
 import work.slhaf.partner.core.memory.exception.UnExistedTopicException;
@@ -41,7 +41,7 @@ public class MemoryRuntime extends AbstractAgentModule.Standalone {
     @InjectCapability
     private MemoryCapability memoryCapability;
     @InjectCapability
-    private CognationCapability cognationCapability;
+    private CognitionCapability cognitionCapability;
 
     private final ReentrantLock runtimeLock = new ReentrantLock();
     private Map<String, CopyOnWriteArrayList<SliceRef>> topicSlices = new HashMap<>();
@@ -57,7 +57,7 @@ public class MemoryRuntime extends AbstractAgentModule.Standalone {
 
     private void checkAndSetMemoryId() {
         String currentMemoryId = memoryCapability.getMemorySessionId();
-        if (currentMemoryId == null || cognationCapability.getChatMessages().isEmpty()) {
+        if (currentMemoryId == null || cognitionCapability.getChatMessages().isEmpty()) {
             memoryCapability.refreshMemorySession();
         }
     }
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/modules/memory/selector/MemorySelector.java b/Partner-Core/src/main/java/work/slhaf/partner/module/modules/memory/selector/MemorySelector.java
index 269476aa..7a4fa356 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/modules/memory/selector/MemorySelector.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/modules/memory/selector/MemorySelector.java
@@ -6,7 +6,7 @@ import lombok.EqualsAndHashCode;
 import work.slhaf.partner.api.agent.factory.capability.annotation.InjectCapability;
 import work.slhaf.partner.api.agent.factory.component.abstracts.AbstractAgentModule;
 import work.slhaf.partner.api.agent.factory.component.annotation.InjectModule;
-import work.slhaf.partner.core.cognation.CognationCapability;
+import work.slhaf.partner.core.cognition.CognitionCapability;
 import work.slhaf.partner.core.memory.MemoryCapability;
 import work.slhaf.partner.core.memory.exception.UnExistedDateIndexException;
 import work.slhaf.partner.core.memory.exception.UnExistedTopicException;
@@ -31,7 +31,7 @@ public class MemorySelector extends AbstractAgentModule.Running<PartnerRunningFl
     @InjectCapability
     private MemoryCapability memoryCapability;
     @InjectCapability
-    private CognationCapability cognationCapability;
+    private CognitionCapability cognitionCapability;
     @InjectModule
     private MemoryRuntime memoryRuntime;
     @InjectModule
@@ -58,7 +58,7 @@ public class MemorySelector extends AbstractAgentModule.Running<PartnerRunningFl
         EvaluatorInput evaluatorInput = EvaluatorInput.builder()
                 .input(runningFlowContext.getInput())
                 .memorySlices(new ArrayList<>(candidates.values()))
-                .messages(cognationCapability.getChatMessages())
+                .messages(cognitionCapability.getChatMessages())
                 .build();
         log.debug("[MemorySelector] 切片评估输入: {}", JSONObject.toJSONString(evaluatorInput));
         List<ActivatedMemorySlice> memorySlices = sliceSelectEvaluator.execute(evaluatorInput);
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/modules/memory/selector/extractor/MemorySelectExtractor.java b/Partner-Core/src/main/java/work/slhaf/partner/module/modules/memory/selector/extractor/MemorySelectExtractor.java
index d6fea0ba..a7df4ad3 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/modules/memory/selector/extractor/MemorySelectExtractor.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/modules/memory/selector/extractor/MemorySelectExtractor.java
@@ -8,7 +8,7 @@ import work.slhaf.partner.api.agent.factory.component.abstracts.AbstractAgentMod
 import work.slhaf.partner.api.agent.factory.component.abstracts.ActivateModel;
 import work.slhaf.partner.api.agent.factory.component.annotation.InjectModule;
 import work.slhaf.partner.api.chat.pojo.Message;
-import work.slhaf.partner.core.cognation.CognationCapability;
+import work.slhaf.partner.core.cognition.CognitionCapability;
 import work.slhaf.partner.core.memory.MemoryCapability;
 import work.slhaf.partner.core.memory.pojo.ActivatedMemorySlice;
 import work.slhaf.partner.module.modules.memory.runtime.MemoryRuntime;
@@ -28,14 +28,14 @@ public class MemorySelectExtractor extends AbstractAgentModule.Sub<PartnerRunnin
     @InjectCapability
     private MemoryCapability memoryCapability;
     @InjectCapability
-    private CognationCapability cognationCapability;
+    private CognitionCapability cognitionCapability;
     @InjectModule
     private MemoryRuntime memoryRuntime;
 
     @Override
     public ExtractorResult execute(PartnerRunningFlowContext context) {
         log.debug("[MemorySelectExtractor] 主题提取模块开始...");
-        List<Message> chatMessages = cognationCapability.snapshotChatMessages();
+        List<Message> chatMessages = cognitionCapability.snapshotChatMessages();
         ExtractorResult extractorResult;
         try {
             List<ActivatedMemorySlice> activatedMemorySlices = memoryCapability.getActivatedSlices();
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/modules/memory/updater/MemoryUpdater.java b/Partner-Core/src/main/java/work/slhaf/partner/module/modules/memory/updater/MemoryUpdater.java
index 749c1be1..022b87e3 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/modules/memory/updater/MemoryUpdater.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/modules/memory/updater/MemoryUpdater.java
@@ -12,7 +12,7 @@ import work.slhaf.partner.api.chat.pojo.Message;
 import work.slhaf.partner.common.thread.InteractionThreadPoolExecutor;
 import work.slhaf.partner.core.action.entity.Schedulable;
 import work.slhaf.partner.core.action.entity.StateAction;
-import work.slhaf.partner.core.cognation.CognationCapability;
+import work.slhaf.partner.core.cognition.CognitionCapability;
 import work.slhaf.partner.core.memory.MemoryCapability;
 import work.slhaf.partner.core.memory.pojo.MemorySlice;
 import work.slhaf.partner.core.memory.pojo.MemoryUnit;
@@ -40,7 +40,7 @@ public class MemoryUpdater extends AbstractAgentModule.Running<PartnerRunningFlo
     private static final int MEMORY_UPDATE_TRIGGER_ROLL_LIMIT = 36;
 
     @InjectCapability
-    private CognationCapability cognationCapability;
+    private CognitionCapability cognitionCapability;
     @InjectCapability
     private MemoryCapability memoryCapability;
     @InjectCapability
@@ -82,7 +82,7 @@ public class MemoryUpdater extends AbstractAgentModule.Running<PartnerRunningFlo
 
     @Override
     public void execute(PartnerRunningFlowContext context) {
-        boolean trigger = cognationCapability.getChatMessages().size() >= MEMORY_UPDATE_TRIGGER_ROLL_LIMIT;
+        boolean trigger = cognitionCapability.getChatMessages().size() >= MEMORY_UPDATE_TRIGGER_ROLL_LIMIT;
         if (!trigger) {
             return;
         }
@@ -94,7 +94,7 @@ public class MemoryUpdater extends AbstractAgentModule.Running<PartnerRunningFlo
 
     private void tryAutoUpdate() {
         long currentTime = System.currentTimeMillis();
-        int chatCount = cognationCapability.snapshotChatMessages().size();
+        int chatCount = cognitionCapability.snapshotChatMessages().size();
         if (currentTime - perceiveCapability.showLastInteract().toEpochMilli() > UPDATE_TRIGGER_INTERVAL && chatCount > 1) {
             triggerMemoryUpdate(true);
             log.info("[MemoryUpdater] 记忆更新: 自动触发");
@@ -107,12 +107,12 @@ public class MemoryUpdater extends AbstractAgentModule.Running<PartnerRunningFlo
             return;
         }
         try {
-            List<Message> chatSnapshot = cognationCapability.snapshotChatMessages();
+            List<Message> chatSnapshot = cognitionCapability.snapshotChatMessages();
             if (chatSnapshot.size() <= 1) {
                 return;
             }
             updateMemory(chatSnapshot);
-            cognationCapability.rollChatMessagesWithSnapshot(chatSnapshot.size(), CONTEXT_RETAIN_DIVISOR);
+            cognitionCapability.rollChatMessagesWithSnapshot(chatSnapshot.size(), CONTEXT_RETAIN_DIVISOR);
             if (refreshMemoryId) {
                 memoryCapability.refreshMemorySession();
             }
diff --git a/Partner-Core/src/test/java/work/slhaf/partner/module/modules/action/dispatcher/executor/ActionExecutorTest.java b/Partner-Core/src/test/java/work/slhaf/partner/module/modules/action/dispatcher/executor/ActionExecutorTest.java
index ce8e0eb1..ff47c018 100644
--- a/Partner-Core/src/test/java/work/slhaf/partner/module/modules/action/dispatcher/executor/ActionExecutorTest.java
+++ b/Partner-Core/src/test/java/work/slhaf/partner/module/modules/action/dispatcher/executor/ActionExecutorTest.java
@@ -12,7 +12,7 @@ import work.slhaf.partner.core.action.ActionCapability;
 import work.slhaf.partner.core.action.ActionCore;
 import work.slhaf.partner.core.action.entity.*;
 import work.slhaf.partner.core.action.runner.RunnerClient;
-import work.slhaf.partner.core.cognation.CognationCapability;
+import work.slhaf.partner.core.cognition.CognitionCapability;
 import work.slhaf.partner.core.memory.MemoryCapability;
 import work.slhaf.partner.module.modules.action.executor.ActionCorrector;
 import work.slhaf.partner.module.modules.action.executor.ActionExecutor;
@@ -59,7 +59,7 @@ class ActionExecutorTest {
     @Mock
     MemoryCapability memoryCapability;
     @Mock
-    CognationCapability cognationCapability;
+    CognitionCapability cognitionCapability;
     @Mock
     ParamsExtractor paramsExtractor;
     @Mock
@@ -74,7 +74,7 @@ class ActionExecutorTest {
 
     @BeforeEach
     void setUp() {
-        lenient().when(cognationCapability.getChatMessages()).thenReturn(Collections.emptyList());
+        lenient().when(cognitionCapability.getChatMessages()).thenReturn(Collections.emptyList());
         lenient().when(memoryCapability.getActivatedSlices()).thenReturn(Collections.emptyList());
         lenient().when(actionCapability.putPhaserRecord(any(Phaser.class), any(ExecutableAction.class)))
                 .thenAnswer(inv -> new PhaserRecord(inv.getArgument(0), inv.getArgument(1)));