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 3db87fb3..f3133d28 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
@@ -10,6 +10,7 @@ import work.slhaf.partner.framework.agent.factory.capability.annotation.InjectCa
 import work.slhaf.partner.framework.agent.factory.component.abstracts.AbstractAgentModule;
 import work.slhaf.partner.framework.agent.model.ActivateModel;
 import work.slhaf.partner.framework.agent.model.pojo.Message;
+import work.slhaf.partner.framework.agent.support.Result;
 import work.slhaf.partner.module.TaskBlock;
 import work.slhaf.partner.module.action.executor.entity.CorrectionRecognizerInput;
 import work.slhaf.partner.module.action.executor.entity.CorrectionRecognizerResult;
@@ -19,18 +20,18 @@ import java.util.List;
 /**
  * 负责在行动链执行过程中判断当前进度是否异常，是否需要引入 corrector 介入。
  */
-public class ActionCorrectionRecognizer extends AbstractAgentModule.Sub<CorrectionRecognizerInput, CorrectionRecognizerResult> implements ActivateModel {
+public class ActionCorrectionRecognizer extends AbstractAgentModule.Sub<CorrectionRecognizerInput, Result<CorrectionRecognizerResult>> implements ActivateModel {
 
     @InjectCapability
     private CognitionCapability cognitionCapability;
 
     @Override
-    public CorrectionRecognizerResult execute(CorrectionRecognizerInput input) {
+    public @NotNull Result<CorrectionRecognizerResult> execute(CorrectionRecognizerInput input) {
         List<Message> messages = List.of(
                 resolveContextMessage(),
                 resolveTaskMessage(input)
         );
-        return formattedChat(messages, CorrectionRecognizerResult.class).getOrThrow();
+        return formattedChat(messages, CorrectionRecognizerResult.class);
     }
 
     private Message resolveTaskMessage(CorrectionRecognizerInput 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 0e7203d2..246bbc56 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
@@ -10,6 +10,7 @@ import work.slhaf.partner.framework.agent.factory.capability.annotation.InjectCa
 import work.slhaf.partner.framework.agent.factory.component.abstracts.AbstractAgentModule;
 import work.slhaf.partner.framework.agent.model.ActivateModel;
 import work.slhaf.partner.framework.agent.model.pojo.Message;
+import work.slhaf.partner.framework.agent.support.Result;
 import work.slhaf.partner.module.TaskBlock;
 import work.slhaf.partner.module.action.executor.entity.CorrectorInput;
 import work.slhaf.partner.module.action.executor.entity.CorrectorResult;
@@ -19,18 +20,18 @@ import java.util.List;
 /**
  * 负责在单组行动执行后，根据行动意图与结果检查后续行动是否符合目的，必要时直接调整行动链，或发起自对话请求进行干预
  */
-public class ActionCorrector extends AbstractAgentModule.Sub<CorrectorInput, CorrectorResult> implements ActivateModel {
+public class ActionCorrector extends AbstractAgentModule.Sub<CorrectorInput, Result<CorrectorResult>> implements ActivateModel {
 
     @InjectCapability
     private CognitionCapability cognitionCapability;
 
     @Override
-    public CorrectorResult execute(CorrectorInput input) {
+    public @NotNull Result<CorrectorResult> execute(CorrectorInput input) {
         List<Message> messages = List.of(
                 resolveContextMessage(),
                 resolveTaskMessage(input)
         );
-        return formattedChat(messages, CorrectorResult.class).getOrThrow();
+        return formattedChat(messages, CorrectorResult.class);
     }
 
     private Message resolveTaskMessage(CorrectorInput input) {
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/action/executor/ActionExecutor.java b/Partner-Core/src/main/java/work/slhaf/partner/module/action/executor/ActionExecutor.java
index 3561047e..aca707e5 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/action/executor/ActionExecutor.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/action/executor/ActionExecutor.java
@@ -21,6 +21,7 @@ import java.util.*;
 import java.util.concurrent.*;
 import java.util.concurrent.atomic.AtomicBoolean;
 import java.util.concurrent.atomic.AtomicInteger;
+import java.util.concurrent.atomic.AtomicReference;
 import java.util.stream.Collectors;
 
 public class ActionExecutor extends AbstractAgentModule.Standalone {
@@ -219,24 +220,22 @@ public class ActionExecutor extends AbstractAgentModule.Standalone {
 
             boolean hasFailedMetaAction = hasFailedMetaAction(metaActions);
             boolean shouldRunCorrector = hasFailedMetaAction;
-            try {
-                if (!shouldRunCorrector) {
-                    val recognizerResult = resolveRecognizerResult(recognizerRecord);
-                    shouldRunCorrector = recognizerResult != null && recognizerResult.isNeedCorrection();
-                }
-                if (shouldRunCorrector) {
-                    val correctorInput = assemblyHelper.buildCorrectorInput(executableAction);
-                    val correctorResult = actionCorrector.execute(correctorInput);
-                    actionCapability.handleInterventions(correctorResult.getMetaInterventionList(), executableAction);
-
-                    blockManager.emitActionCorrectionBlock(
-                            executableAction,
-                            hasFailedMetaAction ? "has_failed_meta_action" : correctorResult.getCorrectionReason(),
-                            correctorResult.getMetaInterventionList()
-                    );
-
-                }
-            } catch (Exception ignored) {
+            if (!shouldRunCorrector) {
+                val recognizerResult = resolveRecognizerResult(recognizerRecord);
+                shouldRunCorrector = recognizerResult != null && recognizerResult.isNeedCorrection();
+            }
+            if (shouldRunCorrector) {
+                val correctorInput = assemblyHelper.buildCorrectorInput(executableAction);
+                actionCorrector.execute(correctorInput)
+                        .onFailure(ExceptionReporterHandler.INSTANCE::report)
+                        .onSuccess(correctorResult -> {
+                            actionCapability.handleInterventions(correctorResult.getMetaInterventionList(), executableAction);
+                            blockManager.emitActionCorrectionBlock(
+                                    executableAction,
+                                    hasFailedMetaAction ? "has_failed_meta_action" : correctorResult.getCorrectionReason(),
+                                    correctorResult.getMetaInterventionList()
+                            );
+                        });
             }
             // 第二次尝试进行阶段推进，本次负责补充上一次在不存在 stage时，但 corrector 执行期间发生了 actionChain 的插入事件
             // 如果第一次已经推进完毕，本次将会跳过
@@ -305,7 +304,7 @@ public class ActionExecutor extends AbstractAgentModule.Standalone {
     }
 
     private void executeMetaActionWithRetry(MetaAction metaAction, ExecutableAction actionData) {
-        String failureReason = "参数提取失败";
+        AtomicReference<String> failureReason = new AtomicReference<>("参数提取失败");
         val actionKey = metaAction.getKey();
         for (int attempt = 1; attempt <= MAX_EXTRACTOR_ATTEMPTS; attempt++) {
             val result = metaAction.getResult();
@@ -318,26 +317,30 @@ public class ActionExecutor extends AbstractAgentModule.Standalone {
                     .onFailure(ExceptionReporterHandler.INSTANCE::report);
             AgentRuntimeException exception = extractorInputResult.exceptionOrNull();
             if (exception != null) {
-                failureReason = exception.getMessage();
+                failureReason.set(exception.getMessage());
                 break;
             }
 
             ExtractorInput extractorInput = extractorInputResult.getOrThrow();
-            ExtractorResult extractorResult = paramsExtractor.execute(extractorInput);
-
-            if (extractorResult == null || !extractorResult.isOk()) {
-                failureReason = buildAttemptFailureReason("参数提取失败", null);
+            Result<ExtractorResult> extractorResultWrapped = paramsExtractor.execute(extractorInput).onFailure(exp -> {
+                ExceptionReporterHandler.INSTANCE.report(exp);
+                failureReason.set(exp.getLocalizedMessage());
+            });
+            if (extractorResultWrapped.exceptionOrNull() != null) {
                 continue;
             }
 
-            if (extractorResult.getParams() != null) {
-                metaAction.getParams().putAll(extractorResult.getParams());
+            ExtractorResult extractorResult = extractorResultWrapped.getOrThrow();
+            if (!extractorResult.isOk()) {
+                failureReason.set(buildAttemptFailureReason("参数提取失败", null));
+                continue;
             }
+            metaAction.getParams().putAll(extractorResult.getParams());
 
             try {
                 runnerClient.submit(metaAction);
             } catch (Exception e) {
-                failureReason = buildAttemptFailureReason("行动执行异常", e.getLocalizedMessage());
+                failureReason.set(buildAttemptFailureReason("行动执行异常", e.getLocalizedMessage()));
                 continue;
             }
 
@@ -349,10 +352,10 @@ public class ActionExecutor extends AbstractAgentModule.Standalone {
                 return;
             }
 
-            failureReason = buildAttemptFailureReason("行动执行失败", result.getData());
+            failureReason.set(buildAttemptFailureReason("行动执行失败", result.getData()));
         }
         metaAction.getResult().setStatus(MetaAction.Result.Status.FAILED);
-        metaAction.getResult().setData(failureReason);
+        metaAction.getResult().setData(failureReason.get());
     }
 
     private RecognizerTaskRecord startRecognizerIfNeeded(ExecutableAction executableAction, Phaser phaser) {
@@ -369,7 +372,9 @@ public class ActionExecutor extends AbstractAgentModule.Standalone {
         phaser.register();
         return () -> {
             try {
-                return actionCorrectionRecognizer.execute(input);
+                return actionCorrectionRecognizer.execute(input)
+                        .onFailure(ExceptionReporterHandler.INSTANCE::report)
+                        .getOrDefault(new CorrectionRecognizerResult());
             } finally {
                 phaser.arriveAndDeregister();
             }
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 fb74a1e9..ad04390c 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
@@ -16,34 +16,23 @@ import work.slhaf.partner.module.TaskBlock;
 import work.slhaf.partner.module.action.executor.entity.ExtractorInput;
 import work.slhaf.partner.module.action.executor.entity.ExtractorResult;
 
-import java.util.HashMap;
 import java.util.List;
 
 /**
  * 负责依据输入内容进行行动单元的参数信息提取
  */
-public class ParamsExtractor extends AbstractAgentModule.Sub<ExtractorInput, ExtractorResult> implements ActivateModel {
+public class ParamsExtractor extends AbstractAgentModule.Sub<ExtractorInput, Result<ExtractorResult>> implements ActivateModel {
 
     @InjectCapability
     private CognitionCapability cognitionCapability;
 
     @Override
-    public ExtractorResult execute(ExtractorInput input) {
+    public @NotNull Result<ExtractorResult> execute(ExtractorInput input) {
         List<Message> messages = List.of(
                 resolveContextMessage(),
                 resolveTaskMessage(input)
         );
-        Result<ExtractorResult> result = formattedChat(messages, ExtractorResult.class);
-        return result.fold(
-                extractorResult -> extractorResult,
-                exception -> {
-                    log.error("ParamsExtractor解析结果失败", exception);
-                    ExtractorResult fallback = new ExtractorResult();
-                    fallback.setOk(false);
-                    fallback.setParams(new HashMap<>());
-                    return fallback;
-                }
-        );
+        return formattedChat(messages, ExtractorResult.class);
     }
 
     private Message resolveTaskMessage(ExtractorInput input) {
diff --git a/Partner-Core/src/main/java/work/slhaf/partner/module/action/executor/entity/CorrectionRecognizerResult.java b/Partner-Core/src/main/java/work/slhaf/partner/module/action/executor/entity/CorrectionRecognizerResult.java
index 1e733b3d..cbae3bce 100644
--- a/Partner-Core/src/main/java/work/slhaf/partner/module/action/executor/entity/CorrectionRecognizerResult.java
+++ b/Partner-Core/src/main/java/work/slhaf/partner/module/action/executor/entity/CorrectionRecognizerResult.java
@@ -4,6 +4,6 @@ import lombok.Data;
 
 @Data
 public class CorrectionRecognizerResult {
-    private boolean needCorrection;
+    private boolean needCorrection = false;
     private String reason;
 }
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 7dfc8feb..b591fd6d 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
@@ -26,6 +26,7 @@ import work.slhaf.partner.module.action.planner.extractor.ActionExtractor;
 import work.slhaf.partner.module.action.planner.extractor.entity.ExtractorResult;
 import work.slhaf.partner.module.action.scheduler.ActionScheduler;
 import work.slhaf.partner.runtime.PartnerRunningFlowContext;
+import work.slhaf.partner.runtime.exception.ContextExceptionReporter;
 
 import java.time.ZonedDateTime;
 import java.time.format.DateTimeFormatter;
@@ -68,18 +69,21 @@ public class ActionPlanner extends AbstractAgentModule.Running<PartnerRunningFlo
 
     @Override
     public void execute(@NotNull PartnerRunningFlowContext context) {
-        try {
-            String input = context.getInput();
-            ExtractorResult extractorResult = actionExtractor.execute(input);
-            List<String> tendencies = extractorResult.getTendencies();
-            if (tendencies.isEmpty()) {
-                return;
-            }
-            appendTendencyBlock(tendencies, input);
-            evaluateTendency(context.getSource(), input, extractorResult);
-        } catch (Exception e) {
-            log.error("执行异常", e);
+        String input = context.getInput();
+        Result<ExtractorResult> result = actionExtractor.execute(input)
+                .onFailure(exp -> {
+                    ExceptionReporterHandler.INSTANCE.report(exp, ContextExceptionReporter.REPORTER_NAME);
+                });
+        if (result.exceptionOrNull() != null) {
+            return;
         }
+        ExtractorResult extractorResult = result.getOrThrow();
+        List<String> tendencies = extractorResult.getTendencies();
+        if (tendencies.isEmpty()) {
+            return;
+        }
+        appendTendencyBlock(tendencies, input);
+        evaluateTendency(context.getSource(), input, extractorResult);
     }
 
     private void appendTendencyBlock(List<String> tendencies, String input) {
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 0200c0a7..0be0d5e3 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
@@ -10,6 +10,7 @@ import work.slhaf.partner.core.cognition.BlockContent;
 import work.slhaf.partner.core.cognition.CognitionCapability;
 import work.slhaf.partner.core.cognition.ContextBlock;
 import work.slhaf.partner.core.cognition.ResolvedContext;
+import work.slhaf.partner.framework.agent.exception.ExceptionReporterHandler;
 import work.slhaf.partner.framework.agent.factory.capability.annotation.InjectCapability;
 import work.slhaf.partner.framework.agent.factory.component.abstracts.AbstractAgentModule;
 import work.slhaf.partner.framework.agent.factory.component.annotation.Init;
@@ -66,14 +67,12 @@ public class ActionEvaluator extends AbstractAgentModule.Sub<EvaluatorInput, Lis
                             messages,
                             EvaluatorResult.class
                     );
-                    result
-                            .onFailure(exception -> log.error("ActionEvaluator评估失败: {}", tendency, exception))
-                            .onSuccess(evaluatorResult -> {
-                                evaluatorResult.setTendency(tendency);
-                                synchronized (evaluatorResults) {
-                                    evaluatorResults.add(evaluatorResult);
-                                }
-                            });
+                    result.onFailure(ExceptionReporterHandler.INSTANCE::report).onSuccess(evaluatorResult -> {
+                        evaluatorResult.setTendency(tendency);
+                        synchronized (evaluatorResults) {
+                            evaluatorResults.add(evaluatorResult);
+                        }
+                    });
                 } finally {
                     latch.countDown();
                 }
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 a45c4524..1ce5d51a 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
@@ -12,13 +12,13 @@ import work.slhaf.partner.module.action.planner.extractor.entity.ExtractorResult
 
 import java.util.List;
 
-public class ActionExtractor extends AbstractAgentModule.Sub<String, ExtractorResult> implements ActivateModel {
+public class ActionExtractor extends AbstractAgentModule.Sub<String, Result<ExtractorResult>> implements ActivateModel {
 
     @InjectCapability
     private CognitionCapability cognitionCapability;
 
     @Override
-    public ExtractorResult execute(String input) {
+    public @NotNull Result<ExtractorResult> execute(String input) {
         List<Message> messages = List.of(
                 cognitionCapability.contextWorkspace().resolve(List.of(
                         ContextBlock.VisibleDomain.COGNITION,
@@ -26,14 +26,8 @@ public class ActionExtractor extends AbstractAgentModule.Sub<String, ExtractorRe
                 )).encodeToMessage(),
                 new Message(Message.Character.USER, input)
         );
-        Result<ExtractorResult> result = formattedChat(messages, ExtractorResult.class);
-        return result.fold(
-                extractorResult -> extractorResult,
-                exception -> {
-                    log.error("提取信息出错", exception);
-                    return new ExtractorResult();
-                }
-        );
+        return formattedChat(messages, ExtractorResult.class);
+
     }
 
     @NotNull
diff --git a/Partner-Framework/src/main/java/work/slhaf/partner/framework/agent/model/ActivateModel.kt b/Partner-Framework/src/main/java/work/slhaf/partner/framework/agent/model/ActivateModel.kt
index 9b1be1c8..5365d256 100644
--- a/Partner-Framework/src/main/java/work/slhaf/partner/framework/agent/model/ActivateModel.kt
+++ b/Partner-Framework/src/main/java/work/slhaf/partner/framework/agent/model/ActivateModel.kt
@@ -13,7 +13,7 @@ interface ActivateModel {
     fun streamChat(
         messages: List<Message>,
         handler: StreamChatMessageConsumer
-    ): work.slhaf.partner.framework.agent.support.Result<Unit> {
+    ): Result<Unit> {
         return ModelRuntimeRegistry.resolveProvider(modelKey()).streamChat(mergeMessages(messages), handler)
     }