diff --git a/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingCoachLibrary.cpp b/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingCoachLibrary.cpp
index 5d8d194..1783deb 100644
--- a/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingCoachLibrary.cpp
+++ b/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingCoachLibrary.cpp
@@ -2493,6 +2493,29 @@ FHyperTwistCoachBrief UHyperTwistTrainingCoachLibrary::DeriveCoachFollowUpBrief(
 	const FString MethodDrillFollowUpPacketLaneLabel =
 		HyperTwistTrainingCoachLibraryInternal::DescribeMethodDrillFollowUpPacketLane(
 			MethodDrillFollowUpPacketHandoffKind);
+	const FString AlignedGuidanceOutcomeSourceLabel =
+		ActionPlan.PreferredCoachHandoffSourceLabel
+			== TEXT("recommendation-history-aligned-tight-follow-up-outcome")
+			|| ActionPlan.PreferredCoachHandoffSourceLabel
+				== TEXT("recommendation-history-aligned-broad-recommended-outcome")
+			? ActionPlan.PreferredCoachHandoffSourceLabel
+			: ((ActionPlan.PreferredGuidanceSourceLabel
+					== TEXT("recommendation-history-aligned-tight-follow-up-outcome"))
+				|| (ActionPlan.PreferredGuidanceSourceLabel
+					== TEXT("recommendation-history-aligned-broad-recommended-outcome"))
+				? ActionPlan.PreferredGuidanceSourceLabel
+				: FString());
+	const bool bAlignedTightFollowUpOutcomeSource =
+		AlignedGuidanceOutcomeSourceLabel
+		== TEXT("recommendation-history-aligned-tight-follow-up-outcome");
+	const bool bAlignedBroadRecommendedOutcomeSource =
+		AlignedGuidanceOutcomeSourceLabel
+		== TEXT("recommendation-history-aligned-broad-recommended-outcome");
+	const FString AlignedGuidanceOutcomeSourceDescription =
+		AlignedGuidanceOutcomeSourceLabel.IsEmpty()
+			? TEXT("none")
+			: HyperTwistTrainingCoachLibraryInternal::DescribeCoachMemorySourceLabel(
+				AlignedGuidanceOutcomeSourceLabel);
 	const FString NarrowedContinuationSourceLabel =
 		bNarrowedContinuationSource
 			? HyperTwistTrainingCoachLibraryInternal::DescribeCoachMemorySourceLabel(
@@ -2619,6 +2642,29 @@ FHyperTwistCoachBrief UHyperTwistTrainingCoachLibrary::DeriveCoachFollowUpBrief(
 				: TEXT("broadened-redirect-first");
 		}
 	}
+	else if (bAlignedTightFollowUpOutcomeSource)
+	{
+		if (bHasLaunchedFollowUpCases)
+		{
+			Brief.FocusCaseIds = HyperTwistTrainingCoachLibraryInternal::MergeFocusCaseIds(
+				OutcomeSummary.FollowUpCaseIds,
+				bHasDeferredLaunchCases ? OutcomeSummary.DeferredLaunchCaseIds : ActionPlan.FocusCaseIds);
+			FollowUpPacketStructureLabel = TEXT("aligned-tight-follow-up-first");
+		}
+		else if (ActionPlan.FocusCaseIds.Num() > 0)
+		{
+			Brief.FocusCaseIds = ActionPlan.FocusCaseIds;
+			FollowUpPacketStructureLabel = TEXT("aligned-tight-follow-up-carry-forward");
+		}
+	}
+	else if (bAlignedBroadRecommendedOutcomeSource)
+	{
+		if (RecommendedPacketCases.Num() > 0)
+		{
+			Brief.FocusCaseIds = RecommendedPacketCases;
+			FollowUpPacketStructureLabel = TEXT("aligned-broad-recommended-first");
+		}
+	}
 
 	if (!OutcomeSummary.bNeedsFollowUpPlan && Brief.FocusCaseIds.Num() == 0)
 	{
@@ -2754,6 +2800,18 @@ FHyperTwistCoachBrief UHyperTwistTrainingCoachLibrary::DeriveCoachFollowUpBrief(
 		Brief.SuggestedSelectionPolicy = EHyperTwistTrainingSelectionPolicy::Weighted;
 		Brief.SuggestedMode = ActionPlan.SuggestedMode;
 	}
+	else if (bAlignedTightFollowUpOutcomeSource)
+	{
+		Brief.SuggestedSelectionPolicy = EHyperTwistTrainingSelectionPolicy::Scripted;
+		Brief.SuggestedMode = Brief.bPreferRecognitionReplayReview
+			? EHyperTwistTrainingDeliveryMode::RecognitionAssisted
+			: EHyperTwistTrainingDeliveryMode::CoachReviewed;
+	}
+	else if (bAlignedBroadRecommendedOutcomeSource)
+	{
+		Brief.SuggestedSelectionPolicy = EHyperTwistTrainingSelectionPolicy::Weighted;
+		Brief.SuggestedMode = ActionPlan.SuggestedMode;
+	}
 
 	if (OutcomeSummary.bTightenedLaunchBudget)
 	{
@@ -2784,6 +2842,20 @@ FHyperTwistCoachBrief UHyperTwistTrainingCoachLibrary::DeriveCoachFollowUpBrief(
 			*NarrowedContinuationSourceLabel
 		);
 	}
+	if (bAlignedTightFollowUpOutcomeSource)
+	{
+		Brief.Headline = FString::Printf(
+			TEXT("%s (accepted aligned tight follow-up continuation)"),
+			*Brief.Headline
+		);
+	}
+	else if (bAlignedBroadRecommendedOutcomeSource)
+	{
+		Brief.Headline = FString::Printf(
+			TEXT("%s (accepted aligned broad recommended redirect)"),
+			*Brief.Headline
+		);
+	}
 	if (bStrongMethodDrillRecoveryPacketSource
 		&& MethodDrillRecoveryPacketHandoffKind
 			!= EHyperTwistTrainingCoachHandoffKind::None)
@@ -2831,12 +2903,12 @@ FHyperTwistCoachBrief UHyperTwistTrainingCoachLibrary::DeriveCoachFollowUpBrief(
 		Brief.PriorityScore,
 		Brief.Headline,
 		FString::Printf(
-			TEXT("followUpCases=%d, deferredLaunchCases=%d, success=%d, failure=%d, timeout=%d, dnf=%d, launchBudget=%s, plannedLaunchCases=%d, requestedLaunchCases=%d, launchBudgetReason=%s, preferredHandoff=%s, preferredHandoffSource=%s, narrowedContinuation=%d, deferredFirstContinuation=%d, deferredPacketOrdering=%s, drillFollowUpPacketLane=%s, drillFollowUpPacketStance=%s, drillRecoveryPacketLane=%s, drillRecoveryPacketStance=%s"),
-			Brief.FocusCaseIds.Num(),
-			OutcomeSummary.DeferredLaunchCaseIds.Num(),
-			OutcomeSummary.SuccessCount,
-			OutcomeSummary.FailureCount,
-			OutcomeSummary.TimeoutCount,
+			TEXT("followUpCases=%d, deferredLaunchCases=%d, success=%d, failure=%d, timeout=%d, dnf=%d, launchBudget=%s, plannedLaunchCases=%d, requestedLaunchCases=%d, launchBudgetReason=%s, preferredHandoff=%s, preferredHandoffSource=%s, alignedGuidanceOutcomeSource=%s, narrowedContinuation=%d, deferredFirstContinuation=%d, alignedTightContinuation=%d, alignedBroadRedirect=%d, deferredPacketOrdering=%s, drillFollowUpPacketLane=%s, drillFollowUpPacketStance=%s, drillRecoveryPacketLane=%s, drillRecoveryPacketStance=%s"),
+		Brief.FocusCaseIds.Num(),
+		OutcomeSummary.DeferredLaunchCaseIds.Num(),
+		OutcomeSummary.SuccessCount,
+		OutcomeSummary.FailureCount,
+		OutcomeSummary.TimeoutCount,
 			OutcomeSummary.DNFCount,
 			*HyperTwistTrainingCoachLibraryInternal::DescribeLaunchBudgetScopeLabel(
 				OutcomeSummary.bBroadenedLaunchBudget,
@@ -2850,8 +2922,11 @@ FHyperTwistCoachBrief UHyperTwistTrainingCoachLibrary::DeriveCoachFollowUpBrief(
 				ActionPlan.PreferredCoachHandoffKind
 			),
 			*NarrowedContinuationSourceLabel,
+			*AlignedGuidanceOutcomeSourceDescription,
 			bNarrowedContinuationSource ? 1 : 0,
 			bDeferredFirstContinuationSource ? 1 : 0,
+			bAlignedTightFollowUpOutcomeSource ? 1 : 0,
+			bAlignedBroadRecommendedOutcomeSource ? 1 : 0,
 			*FollowUpPacketStructureLabel,
 			*MethodDrillFollowUpPacketLaneLabel,
 			bStrongMethodDrillFollowUpPacketSource
@@ -3057,6 +3132,26 @@ FHyperTwistCoachSessionQueueSummary UHyperTwistTrainingCoachLibrary::DeriveCoach
 				HyperTwistTrainingCoachLibraryInternal::MethodDrillFollowUpPacketHandoffKindFromSourceLabel(
 					CoachMemorySnapshot.PreferredCoachHandoffSourceLabel,
 					CoachMemorySnapshot.PreferredCoachHandoffKind));
+		const FString AlignedGuidanceOutcomeSourceLabel =
+			CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
+				== TEXT("recommendation-history-aligned-tight-follow-up-outcome")
+				|| CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
+					== TEXT("recommendation-history-aligned-broad-recommended-outcome")
+				? CoachMemorySnapshot.PreferredCoachHandoffSourceLabel
+				: ((CoachMemorySnapshot.PreferredGuidanceSourceLabel
+						== TEXT("recommendation-history-aligned-tight-follow-up-outcome"))
+					|| (CoachMemorySnapshot.PreferredGuidanceSourceLabel
+						== TEXT("recommendation-history-aligned-broad-recommended-outcome"))
+					? CoachMemorySnapshot.PreferredGuidanceSourceLabel
+					: FString());
+		const bool bAlignedTightFollowUpOutcomeContinuation =
+			AlignedGuidanceOutcomeSourceLabel
+				== TEXT("recommendation-history-aligned-tight-follow-up-outcome")
+			&& SourceLabel == TEXT("follow-up-brief");
+		const bool bAlignedBroadRecommendedOutcomeRedirect =
+			AlignedGuidanceOutcomeSourceLabel
+				== TEXT("recommendation-history-aligned-broad-recommended-outcome")
+			&& SourceLabel == TEXT("primary-brief");
 		if (bNarrowedQueueContinuation
 			|| bNarrowedFollowUpContinuation
 			|| bNarrowedRecommendedContinuation)
@@ -3078,6 +3173,17 @@ FHyperTwistCoachSessionQueueSummary UHyperTwistTrainingCoachLibrary::DeriveCoach
 				*ContinuationLabel
 			);
 		}
+		if (bAlignedTightFollowUpOutcomeContinuation
+			|| bAlignedBroadRecommendedOutcomeRedirect)
+		{
+			Entry.Headline = FString::Printf(
+				TEXT("%s (%s)"),
+				*Entry.Headline,
+				bAlignedTightFollowUpOutcomeContinuation
+					? TEXT("accepted aligned tight follow-up continuation")
+					: TEXT("accepted aligned broad recommended redirect")
+			);
+		}
 		if (bStrongRetainedMethodDrillFollowUpPacketContinuation
 			|| bWeakRetainedMethodDrillFollowUpPacketRedirect)
 		{