From 6df13d2d7a279f26f7f140c7a428f687797256f9 Mon Sep 17 00:00:00 2001
From: axiomlogicnexus <axiomlogicinq@gmail.com>
Date: Mon, 27 Apr 2026 19:59:29 +0200
Subject: [PATCH] Reinforce queue suppression through coach memory

---
 .../HyperTwistTrainingCoachLibrary.cpp        |  4 ++++
 .../HyperTwistTrainingRepositoryLibrary.cpp   | 20 +++++++++++++++++++
 .../HyperTwistTrainingTypes.h                 |  6 ++++++
 3 files changed, 30 insertions(+)

diff --git a/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingCoachLibrary.cpp b/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingCoachLibrary.cpp
index 92fab77..7c93324 100644
--- a/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingCoachLibrary.cpp
+++ b/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingCoachLibrary.cpp
@@ -31,6 +31,7 @@ namespace HyperTwistTrainingCoachLibraryInternal
 			return FMath::Clamp(
 				4.0f
 				+ static_cast<float>(CoachMemorySnapshot.FollowUpGuidanceContinueBias)
+				+ (static_cast<float>(CoachMemorySnapshot.SuppressedPrimaryQueuePressureCount) * 1.5f)
 				+ (static_cast<float>(CoachMemorySnapshot.FollowUpReadyCoachSequenceCount) * 1.5f)
 				+ (static_cast<float>(CoachMemorySnapshot.ScheduleBlockedFollowUpEventCount) * 2.0f),
 				0.0f,
@@ -41,6 +42,7 @@ namespace HyperTwistTrainingCoachLibraryInternal
 		return FMath::Clamp(
 			4.0f
 			+ static_cast<float>(CoachMemorySnapshot.RecommendedGuidanceContinueBias)
+			+ (static_cast<float>(CoachMemorySnapshot.SuppressedFollowUpQueuePressureCount) * 1.5f)
 			+ (static_cast<float>(CoachMemorySnapshot.RepeatRecommendationSequenceCount) * 1.5f)
 			+ (CoachMemorySnapshot.bHasRepeatRecommendationPressure ? 4.0f : 0.0f),
 			0.0f,
@@ -220,6 +222,7 @@ namespace HyperTwistTrainingCoachLibraryInternal
 		const float FollowUpPressureScore =
 			FollowUpBrief.PriorityScore
 			+ static_cast<float>(CoachMemorySnapshot.FollowUpGuidanceContinueBias)
+			+ (static_cast<float>(CoachMemorySnapshot.SuppressedPrimaryQueuePressureCount) * 2.0f)
 			+ (FollowUpBrief.bNeedsCoachReview ? 8.0f : 0.0f);
 		const bool bShouldCreate = RecommendedRetentionScore >= FollowUpPressureScore + 8.0f;
 		if (!bShouldCreate && OutSuppressionReason != nullptr)
@@ -262,6 +265,7 @@ namespace HyperTwistTrainingCoachLibraryInternal
 		const float RecommendedPressureScore =
 			CurrentBrief.PriorityScore
 			+ static_cast<float>(CoachMemorySnapshot.RecommendedGuidanceContinueBias)
+			+ (static_cast<float>(CoachMemorySnapshot.SuppressedFollowUpQueuePressureCount) * 2.0f)
 			+ (CoachMemorySnapshot.bHasRepeatRecommendationPressure ? 4.0f : 0.0f);
 		const float FollowUpRetentionScore =
 			FollowUpBrief.PriorityScore
diff --git a/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingRepositoryLibrary.cpp b/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingRepositoryLibrary.cpp
index af33b8c..5abe0c0 100644
--- a/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingRepositoryLibrary.cpp
+++ b/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingRepositoryLibrary.cpp
@@ -5286,6 +5286,26 @@ FHyperTwistTrainingCoachMemorySnapshot UHyperTwistTrainingRepositoryLibrary::Der
 						- (QueueExecutionSummary.bHasBlockedFollowUpFriction ? 1 : 0)
 				);
 			}
+			if (bQueueHistoryPrefersFollowUp
+				&& Snapshot.PreferredQueueRecoveryAction == EHyperTwistTrainingQueueRecoveryAction::PromoteDeferred)
+			{
+				Snapshot.SuppressedPrimaryQueuePressureCount += FMath::Max(
+					1,
+					DeferredRecoverySignal
+						+ ExplicitFollowUpRecoverySignal
+						+ (QueueExecutionSummary.bHasBlockedFollowUpFriction ? 1 : 0)
+				);
+			}
+			if (bQueueHistoryPrefersRecommended
+				&& Snapshot.PreferredQueueRecoveryAction == EHyperTwistTrainingQueueRecoveryAction::LaunchRecovery)
+			{
+				Snapshot.SuppressedFollowUpQueuePressureCount += FMath::Max(
+					1,
+					PromotionRecoverySignal
+						+ ExplicitRecommendedRecoverySignal
+						+ (QueueExecutionSummary.bHasCompletionGap ? 1 : 0)
+				);
+			}
 
 			if (!QueueExecutionSummary.FocusDeckId.IsEmpty()
 				&& (Snapshot.FocusDeckId.IsEmpty() || Snapshot.bNeedsScheduleFrictionRecovery))
diff --git a/UnrealHyperTwist/Source/UnrealHyperTwist/Public/HyperTwistTraining/HyperTwistTrainingTypes.h b/UnrealHyperTwist/Source/UnrealHyperTwist/Public/HyperTwistTraining/HyperTwistTrainingTypes.h
index 9aca47e..dd6c462 100644
--- a/UnrealHyperTwist/Source/UnrealHyperTwist/Public/HyperTwistTraining/HyperTwistTrainingTypes.h
+++ b/UnrealHyperTwist/Source/UnrealHyperTwist/Public/HyperTwistTraining/HyperTwistTrainingTypes.h
@@ -1864,6 +1864,12 @@ struct FHyperTwistTrainingCoachMemorySnapshot
 	UPROPERTY(EditAnywhere, BlueprintReadWrite, Category = "HyperTwist")
 	int32 FollowUpGuidanceContinueBias = 0;
 
+	UPROPERTY(EditAnywhere, BlueprintReadWrite, Category = "HyperTwist")
+	int32 SuppressedPrimaryQueuePressureCount = 0;
+
+	UPROPERTY(EditAnywhere, BlueprintReadWrite, Category = "HyperTwist")
+	int32 SuppressedFollowUpQueuePressureCount = 0;
+
 	UPROPERTY(EditAnywhere, BlueprintReadWrite, Category = "HyperTwist")
 	bool bNeedsCoachIntervention = false;