diff --git a/Assets/Editor/FrameAnimation/FrameAnimationGraphAuthoringServices.cs b/Assets/Editor/FrameAnimation/FrameAnimationGraphAuthoringServices.cs
index bd562cbe7..aa2216769 100644
--- a/Assets/Editor/FrameAnimation/FrameAnimationGraphAuthoringServices.cs
+++ b/Assets/Editor/FrameAnimation/FrameAnimationGraphAuthoringServices.cs
@@ -6,6 +6,70 @@ using UnityEngine;
 
 namespace AibisDream.FrameAnimation.Editor
 {
+    internal static class FrameAnimationFlowFocusPolicy
+    {
+        public static AnimationFlow FindFocusedFlow(FrameAnimationGraph graph, string focusedFlowId)
+        {
+            return graph?.Flows.FirstOrDefault(flow => flow != null && flow.Id == focusedFlowId);
+        }
+
+        public static bool Contains(
+            FrameAnimationGraph graph,
+            string focusedFlowId,
+            FrameAnimationEditorSelection selection)
+        {
+            var flow = FindFocusedFlow(graph, focusedFlowId);
+            if (flow == null)
+            {
+                return false;
+            }
+            var reachable = new FrameAnimationGraphTopology(graph).GetReachable(flow.EntryNodeId);
+            return selection.Value switch
+            {
+                AnimationNode node => reachable.Nodes.Contains(node),
+                AnimationEdge edge => reachable.Edges.Contains(edge),
+                AnimationFlow selectedFlow => selectedFlow == flow,
+                _ => false
+            };
+        }
+
+        public static bool ShouldExitForSelection(
+            FrameAnimationGraph graph,
+            string focusedFlowId,
+            FrameAnimationEditorSelection selection)
+        {
+            if (string.IsNullOrEmpty(focusedFlowId))
+            {
+                return false;
+            }
+            return selection.Kind switch
+            {
+                FrameAnimationEditorSelectionKind.None => false,
+                FrameAnimationEditorSelectionKind.Flow => false,
+                FrameAnimationEditorSelectionKind.Node => !Contains(graph, focusedFlowId, selection),
+                FrameAnimationEditorSelectionKind.Edge => !Contains(graph, focusedFlowId, selection),
+                _ => true
+            };
+        }
+
+        public static bool ShouldExitForSelectionSet(
+            FrameAnimationGraph graph,
+            string focusedFlowId,
+            IEnumerable<FrameAnimationEditorSelection> selections)
+        {
+            if (string.IsNullOrEmpty(focusedFlowId))
+            {
+                return false;
+            }
+            var items = (selections ?? Array.Empty<FrameAnimationEditorSelection>()).ToArray();
+            return items.Length > 0 && items.Any(item =>
+                (item.Kind == FrameAnimationEditorSelectionKind.Node ||
+                 item.Kind == FrameAnimationEditorSelectionKind.Edge)
+                    ? !Contains(graph, focusedFlowId, item)
+                    : ShouldExitForSelection(graph, focusedFlowId, item));
+        }
+    }
+
     internal sealed class FrameAnimationGraphImpact
     {
         public IReadOnlyList<AnimationFlow> Flows { get; }
diff --git a/Assets/Editor/FrameAnimation/FrameAnimationGraphEditor.uss b/Assets/Editor/FrameAnimation/FrameAnimationGraphEditor.uss
new file mode 100644
index 000000000..0bfb16281
--- /dev/null
+++ b/Assets/Editor/FrameAnimation/FrameAnimationGraphEditor.uss
@@ -0,0 +1,72 @@
+.fa-preview {
+    position: relative;
+    overflow: hidden;
+    border-left-width: 1px;
+    border-right-width: 1px;
+    border-top-width: 1px;
+    border-bottom-width: 1px;
+    border-left-color: rgb(25, 25, 25);
+    border-right-color: rgb(25, 25, 25);
+    border-top-color: rgb(25, 25, 25);
+    border-bottom-color: rgb(25, 25, 25);
+}
+
+.fa-preview__image {
+    position: absolute;
+}
+
+.fa-preview__empty {
+    position: absolute;
+    left: 0;
+    right: 0;
+    top: 0;
+    bottom: 0;
+    -unity-text-align: middle-center;
+    color: rgb(190, 190, 190);
+}
+
+.fa-node__preview {
+    height: 82px;
+    margin-top: 5px;
+}
+
+.fa-node--preview-current {
+    border-left-color: rgb(55, 174, 240);
+    border-right-color: rgb(55, 174, 240);
+    border-top-color: rgb(55, 174, 240);
+    border-bottom-color: rgb(55, 174, 240);
+}
+
+.fa-node--preview-passed {
+    border-left-color: rgb(83, 154, 113);
+}
+
+.fa-node--preview-upcoming {
+    opacity: 0.72;
+}
+
+.fa-clip-preview-panel {
+    flex-shrink: 0;
+    padding-left: 6px;
+    padding-right: 6px;
+    padding-top: 4px;
+    padding-bottom: 5px;
+    border-bottom-width: 1px;
+    border-bottom-color: rgb(28, 28, 28);
+}
+
+.fa-clip-preview-panel .fa-preview {
+    height: 190px;
+    margin-bottom: 4px;
+}
+
+.fa-preview-controls {
+    flex-direction: row;
+    align-items: center;
+}
+
+.fa-preview-status {
+    font-size: 10px;
+    color: rgb(185, 185, 185);
+    margin-top: 2px;
+}
diff --git a/Assets/Editor/FrameAnimation/FrameAnimationGraphEditor.uss.meta b/Assets/Editor/FrameAnimation/FrameAnimationGraphEditor.uss.meta
new file mode 100644
index 000000000..37c3f50ed
--- /dev/null
+++ b/Assets/Editor/FrameAnimation/FrameAnimationGraphEditor.uss.meta
@@ -0,0 +1,9 @@
+fileFormatVersion: 2
+guid: a38dd39c699e42348667cc1264ea9076
+ScriptedImporter:
+  internalIDToNameTable: []
+  externalObjects: {}
+  serializedVersion: 2
+  userData: 
+  assetBundleName: 
+  assetBundleVariant: 
diff --git a/Assets/Editor/FrameAnimation/FrameAnimationGraphEditorWindow.cs b/Assets/Editor/FrameAnimation/FrameAnimationGraphEditorWindow.cs
index 85e254869..e556ccf70 100644
--- a/Assets/Editor/FrameAnimation/FrameAnimationGraphEditorWindow.cs
+++ b/Assets/Editor/FrameAnimation/FrameAnimationGraphEditorWindow.cs
@@ -33,6 +33,8 @@ namespace AibisDream.FrameAnimation.Editor
         private Label canvasLabel;
         private FrameAnimationGraphView graphView;
         private PopupField<string> flowFocusField;
+        private Label flowFocusStatusLabel;
+        private ToolbarButton exitFlowFocusButton;
         private string focusedFlowId = string.Empty;
         private IReadOnlyList<AnimationNode> multiSelectedNodes = Array.Empty<AnimationNode>();
         private AnimationNode lastSelectedNode;
@@ -64,6 +66,21 @@ namespace AibisDream.FrameAnimation.Editor
         private SerializedObject clipSerializedObject;
         private FrameClip frameListClip;
         private ReorderableList frameList;
+        private readonly FrameAnimationPreviewCoordinator previewCoordinator = new FrameAnimationPreviewCoordinator();
+        private readonly List<Slider> previewTimelineSliders = new List<Slider>();
+        private readonly List<Label> previewTimeLabels = new List<Label>();
+        private readonly List<Button> previewPlayButtons = new List<Button>();
+        private readonly List<Label> previewTargetLabels = new List<Label>();
+        private VisualElement clipPreviewPanel;
+        private FrameAnimationPreviewElement clipPreviewElement;
+        private Label clipPreviewStatus;
+        private EnumField nodePreviewPolicyField;
+        private EnumField previewBackgroundField;
+        private EnumField previewZoomField;
+        private Slider manualZoomSlider;
+        private PopupField<string> previewSpeedField;
+        private double lastPreviewTick;
+        private bool updatingPreviewUi;
 
         [MenuItem("Window/Aibis Dream/Frame Animation Graph Editor")]
         public static void ShowWindow()
@@ -90,6 +107,11 @@ namespace AibisDream.FrameAnimation.Editor
         {
             rootVisualElement.Clear();
             rootVisualElement.style.flexDirection = FlexDirection.Column;
+            var styleSheet = AssetDatabase.LoadAssetAtPath<StyleSheet>(
+                "Assets/Editor/FrameAnimation/FrameAnimationGraphEditor.uss");
+            if (styleSheet != null) rootVisualElement.styleSheets.Add(styleSheet);
+            previewCoordinator.Changed -= OnPreviewChanged;
+            previewCoordinator.Changed += OnPreviewChanged;
             BuildToolbar();
             BuildMainArea();
             BuildBottomArea();
@@ -100,23 +122,35 @@ namespace AibisDream.FrameAnimation.Editor
             RefreshBrowser();
             RefreshFlowChoices();
             RefreshGraphView();
+            UpdatePreviewTargetForSelection();
+            RefreshPreviewUi();
         }
 
         private void OnEnable()
         {
             Undo.undoRedoPerformed += OnProjectDataChanged;
             EditorApplication.projectChanged += OnProjectDataChanged;
+            lastPreviewTick = EditorApplication.timeSinceStartup;
         }
 
         private void OnDisable()
         {
             Undo.undoRedoPerformed -= OnProjectDataChanged;
             EditorApplication.projectChanged -= OnProjectDataChanged;
+            previewCoordinator.Changed -= OnPreviewChanged;
+            previewCoordinator.ClearTarget();
             SaveWorkspaceState();
         }
 
         private void Update()
         {
+            var now = EditorApplication.timeSinceStartup;
+            if (now - lastPreviewTick >= 1d / 30d)
+            {
+                var delta = Math.Max(0d, now - lastPreviewTick);
+                lastPreviewTick = now;
+                previewCoordinator.Tick(delta, graphView?.VisibleNodes ?? Array.Empty<AnimationNode>());
+            }
             if (validateAt > 0d && EditorApplication.timeSinceStartup >= validateAt)
             {
                 validateAt = -1d;
@@ -179,21 +213,36 @@ namespace AibisDream.FrameAnimation.Editor
             };
             var canvasToolbar = new Toolbar();
             canvasToolbar.Add(new ToolbarButton(ShowAllNodes) { text = "Show All" });
+            flowFocusStatusLabel = new Label("Show All")
+            {
+                style =
+                {
+                    minWidth = 110f,
+                    maxWidth = 240f,
+                    flexShrink = 1f,
+                    unityFontStyleAndWeight = FontStyle.Bold,
+                    unityTextAlign = TextAnchor.MiddleLeft
+                }
+            };
+            canvasToolbar.Add(flowFocusStatusLabel);
+            exitFlowFocusButton = new ToolbarButton(() => ExitFlowFocus(false)) { text = "Exit Focus" };
+            exitFlowFocusButton.style.display = DisplayStyle.None;
+            canvasToolbar.Add(exitFlowFocusButton);
             flowFocusField = new PopupField<string>(new List<string> { "Show All" }, 0)
             {
-                style = { minWidth = 170f }
+                style = { minWidth = 135f }
             };
             flowFocusField.RegisterValueChangedCallback(evt =>
             {
                 if (evt.newValue == "Show All")
                 {
-                    SetFocusedFlow(string.Empty);
+                    ExitFlowFocus(false);
                 }
                 else
                 {
                     var flow = graph?.Flows.FirstOrDefault(item => item != null &&
                         FlowChoiceLabel(item) == evt.newValue);
-                    SetFocusedFlow(flow?.Id ?? string.Empty);
+                    EnterFlowFocus(flow?.Id);
                 }
             });
             canvasToolbar.Add(flowFocusField);
@@ -201,6 +250,8 @@ namespace AibisDream.FrameAnimation.Editor
             canvasToolbar.Add(new ToolbarButton(() => graphView?.FrameCurrentFlow(focusedFlowId)) { text = "Frame Flow" });
             canvasToolbar.Add(new ToolbarButton(AutoLayoutCanvas) { text = "Auto Layout" });
             canvasToolbar.Add(new ToolbarButton(CreateFlowFromCanvasSelection) { text = "Create Flow" });
+            canvasToolbar.Add(new ToolbarSpacer());
+            canvasToolbar.Add(BuildPreviewTransport(true, true));
             canvas.Add(canvasToolbar);
             graphView = new FrameAnimationGraphView();
             graphView.SelectionRequested += value => SetSelection(value, false);
@@ -209,9 +260,19 @@ namespace AibisDream.FrameAnimation.Editor
                 multiSelectedNodes = nodes ?? Array.Empty<AnimationNode>();
                 propertyContainer?.MarkDirtyRepaint();
             };
+            graphView.SelectionSetChanged += OnCanvasSelectionSetChanged;
             graphView.CreateFlowRequested += ShowCreateFlow;
+            graphView.NodeCreated += _ => ExitFlowFocus(false);
+            graphView.ExitFocusRequested += () => ExitFlowFocus(false);
             graphView.GraphChanged += OnCanvasGraphChanged;
             graphView.NotificationRequested += message => ShowNotification(new GUIContent(message));
+            graphView.WorkspaceViewTransformChanged += (position, scale) =>
+            {
+                if (graph == null) return;
+                FrameAnimationWorkspaceState.SetFloat(graph, "CanvasX", position.x);
+                FrameAnimationWorkspaceState.SetFloat(graph, "CanvasY", position.y);
+                FrameAnimationWorkspaceState.SetFloat(graph, "CanvasScale", scale);
+            };
             canvas.Add(graphView);
             canvasLabel = new Label("选择或创建 FrameAnimationGraph")
             {
@@ -242,6 +303,9 @@ namespace AibisDream.FrameAnimation.Editor
                 }
             };
             rightPanel.Add(CreatePanelHeader("Properties"));
+            clipPreviewPanel = BuildClipPreviewPanel();
+            clipPreviewPanel.style.display = DisplayStyle.None;
+            rightPanel.Add(clipPreviewPanel);
             propertyContainer = new IMGUIContainer(DrawSelectionProperties) { style = { flexGrow = 1f } };
             rightPanel.Add(propertyContainer);
             main.Add(CreateVerticalResizer(rightPanel, 260f, 650f, "RightWidth", resizeFromLeft: true));
@@ -249,6 +313,301 @@ namespace AibisDream.FrameAnimation.Editor
             rootVisualElement.Add(main);
         }
 
+        private VisualElement BuildPreviewTransport(bool includeTarget, bool includePreferences)
+        {
+            var controls = new VisualElement();
+            controls.AddToClassList("fa-preview-controls");
+            if (includeTarget)
+            {
+                var targetLabel = new Label("Preview: None")
+                {
+                    style = { minWidth = 120f, maxWidth = 300f }
+                };
+                previewTargetLabels.Add(targetLabel);
+                controls.Add(targetLabel);
+            }
+
+            controls.Add(new ToolbarButton(previewCoordinator.Restart) { text = "↶", tooltip = "Restart" });
+            controls.Add(new ToolbarButton(() => previewCoordinator.Step(-1)) { text = "◀", tooltip = "Previous Frame" });
+            var play = new ToolbarButton(PreviewPlayPause) { text = "▶", tooltip = "Play / Pause" };
+            previewPlayButtons.Add(play);
+            controls.Add(play);
+            controls.Add(new ToolbarButton(() => previewCoordinator.Step(1)) { text = "▶|", tooltip = "Next Frame" });
+            controls.Add(new ToolbarButton(previewCoordinator.Stop) { text = "■", tooltip = "Stop" });
+
+            var timeline = new Slider(0f, 1f)
+            {
+                style = { minWidth = 90f, maxWidth = 240f, flexGrow = 1f }
+            };
+            timeline.RegisterValueChangedCallback(evt =>
+            {
+                if (!updatingPreviewUi) previewCoordinator.Seek(evt.newValue);
+            });
+            previewTimelineSliders.Add(timeline);
+            controls.Add(timeline);
+            var time = new Label("0 / 0 ms") { style = { minWidth = 82f } };
+            previewTimeLabels.Add(time);
+            controls.Add(time);
+
+            if (includePreferences)
+            {
+                previewSpeedField = new PopupField<string>(
+                    new List<string> { "0.25×", "0.5×", "1×", "2×", "4×" }, "1×")
+                {
+                    style = { width = 64f }
+                };
+                previewSpeedField.RegisterValueChangedCallback(evt =>
+                {
+                    previewCoordinator.PreviewSpeed = ParsePreviewSpeed(evt.newValue);
+                    SaveWorkspaceState();
+                });
+                controls.Add(previewSpeedField);
+                nodePreviewPolicyField = new EnumField(NodePreviewPolicy.SelectedOnly)
+                {
+                    style = { width = 100f }
+                };
+                nodePreviewPolicyField.RegisterValueChangedCallback(evt =>
+                {
+                    previewCoordinator.SetNodePolicy((NodePreviewPolicy)evt.newValue);
+                    SaveWorkspaceState();
+                });
+                controls.Add(nodePreviewPolicyField);
+                previewBackgroundField = new EnumField(FrameAnimationPreviewBackground.Checkerboard)
+                {
+                    style = { width = 100f }
+                };
+                previewBackgroundField.RegisterValueChangedCallback(evt =>
+                {
+                    previewCoordinator.Background = (FrameAnimationPreviewBackground)evt.newValue;
+                    SaveWorkspaceState();
+                    RefreshPreviewUi();
+                });
+                controls.Add(previewBackgroundField);
+            }
+            return controls;
+        }
+
+        private VisualElement BuildClipPreviewPanel()
+        {
+            var panel = new VisualElement();
+            panel.AddToClassList("fa-clip-preview-panel");
+            panel.Add(new Label("Clip Preview") { style = { unityFontStyleAndWeight = FontStyle.Bold } });
+            clipPreviewElement = new FrameAnimationPreviewElement();
+            panel.Add(clipPreviewElement);
+            panel.Add(BuildPreviewTransport(false, false));
+            var zoomRow = new VisualElement { style = { flexDirection = FlexDirection.Row } };
+            previewZoomField = new EnumField(FrameAnimationPreviewZoomMode.Fit) { style = { width = 100f } };
+            previewZoomField.RegisterValueChangedCallback(evt =>
+            {
+                previewCoordinator.ZoomMode = (FrameAnimationPreviewZoomMode)evt.newValue;
+                SaveWorkspaceState();
+                RefreshPreviewUi();
+            });
+            zoomRow.Add(previewZoomField);
+            manualZoomSlider = new Slider("Manual", 0.25f, 8f) { style = { flexGrow = 1f } };
+            manualZoomSlider.RegisterValueChangedCallback(evt =>
+            {
+                previewCoordinator.ManualZoom = evt.newValue;
+                SaveWorkspaceState();
+                RefreshPreviewUi();
+            });
+            zoomRow.Add(manualZoomSlider);
+            panel.Add(zoomRow);
+            clipPreviewStatus = new Label();
+            clipPreviewStatus.AddToClassList("fa-preview-status");
+            panel.Add(clipPreviewStatus);
+            return panel;
+        }
+
+        private void PreviewPlayPause()
+        {
+            if (previewCoordinator.State == FrameAnimationPreviewState.Playing)
+            {
+                previewCoordinator.Pause();
+                return;
+            }
+            if (previewCoordinator.TargetKind == FrameAnimationPreviewTargetKind.Flow)
+            {
+                validationIssues = FrameAnimationEditorValidationService.Validate(graph, false, out _);
+                RefreshBrowser();
+                bottomContainer?.MarkDirtyRepaint();
+                RefreshGraphView();
+            }
+            previewCoordinator.Play();
+            if (previewCoordinator.State == FrameAnimationPreviewState.Failed)
+            {
+                ShowNotification(new GUIContent(previewCoordinator.Error.Message));
+            }
+        }
+
+        private void UpdatePreviewTargetForSelection()
+        {
+            if (graph == null)
+            {
+                previewCoordinator.ClearTarget();
+                return;
+            }
+            if (previewCoordinator.TargetKind == FrameAnimationPreviewTargetKind.Flow &&
+                previewCoordinator.Target is AnimationFlow activeFlow &&
+                IsSelectionInsideFlow(activeFlow, selection))
+            {
+                RefreshPreviewUi();
+                return;
+            }
+            switch (selection.Kind)
+            {
+                case FrameAnimationEditorSelectionKind.Clip:
+                    previewCoordinator.SetTarget(FrameAnimationPreviewTargetKind.Clip, selection.Value);
+                    break;
+                case FrameAnimationEditorSelectionKind.Node:
+                    previewCoordinator.SetTarget(FrameAnimationPreviewTargetKind.Node, selection.Value);
+                    break;
+                case FrameAnimationEditorSelectionKind.Flow:
+                    previewCoordinator.SetTarget(FrameAnimationPreviewTargetKind.Flow, selection.Value);
+                    break;
+                default:
+                    previewCoordinator.ClearTarget();
+                    break;
+            }
+        }
+
+        private bool IsSelectionInsideFlow(AnimationFlow flow, FrameAnimationEditorSelection value)
+        {
+            if (flow == null || graph == null) return false;
+            if (value.Kind == FrameAnimationEditorSelectionKind.Flow) return ReferenceEquals(value.Value, flow);
+            var reachable = new FrameAnimationGraphTopology(graph).GetReachable(flow.EntryNodeId);
+            return value.Value switch
+            {
+                AnimationNode node => reachable.Nodes.Contains(node),
+                AnimationEdge edge => reachable.Edges.Contains(edge),
+                _ => false
+            };
+        }
+
+        private void OnPreviewChanged()
+        {
+            RefreshPreviewUi();
+            Repaint();
+        }
+
+        private void RefreshPreviewUi()
+        {
+            if (rootVisualElement == null) return;
+            updatingPreviewUi = true;
+            var timeline = previewCoordinator.Timeline;
+            var maximum = timeline?.DisplayDurationSeconds ?? 0d;
+            var position = Math.Min(maximum, previewCoordinator.PositionSeconds);
+            foreach (var slider in previewTimelineSliders)
+            {
+                slider.lowValue = 0f;
+                slider.highValue = Mathf.Max(0.0001f, (float)maximum);
+                slider.SetValueWithoutNotify((float)position);
+                slider.SetEnabled(timeline != null && timeline.Segments.Count > 0 && maximum > 0d);
+            }
+            var total = timeline?.IsInfinite == true ? "∞" : FormatPreviewTime(maximum);
+            foreach (var label in previewTimeLabels)
+            {
+                label.text = $"{FormatPreviewTime(position)} / {total}";
+            }
+            foreach (var button in previewPlayButtons)
+            {
+                button.text = previewCoordinator.State == FrameAnimationPreviewState.Playing ? "❚❚" : "▶";
+                button.SetEnabled(previewCoordinator.TargetKind != FrameAnimationPreviewTargetKind.None);
+            }
+            var targetText = PreviewTargetName();
+            foreach (var label in previewTargetLabels)
+            {
+                label.text = targetText;
+                label.tooltip = targetText;
+            }
+
+            if (clipPreviewPanel != null)
+            {
+                clipPreviewPanel.style.display = selection.Kind == FrameAnimationEditorSelectionKind.Clip
+                    ? DisplayStyle.Flex : DisplayStyle.None;
+            }
+            if (clipPreviewElement != null)
+            {
+                clipPreviewElement.SetBackground(previewCoordinator.Background);
+                clipPreviewElement.SetZoom(previewCoordinator.ZoomMode, previewCoordinator.ManualZoom);
+                clipPreviewElement.SetDisplay(
+                    previewCoordinator.CurrentSprite,
+                    previewCoordinator.CurrentSprite == null,
+                    previewCoordinator.Snapshot.IsCompleted ? previewCoordinator.Snapshot.EndBehavior.ToString() : "Empty Frame");
+            }
+            if (clipPreviewStatus != null)
+            {
+                clipPreviewStatus.text = BuildPreviewStatus();
+            }
+            if (manualZoomSlider != null)
+            {
+                manualZoomSlider.SetValueWithoutNotify(previewCoordinator.ManualZoom);
+                manualZoomSlider.SetEnabled(previewCoordinator.ZoomMode == FrameAnimationPreviewZoomMode.Manual);
+            }
+            previewZoomField?.SetValueWithoutNotify(previewCoordinator.ZoomMode);
+            nodePreviewPolicyField?.SetValueWithoutNotify(previewCoordinator.NodePolicy);
+            previewBackgroundField?.SetValueWithoutNotify(previewCoordinator.Background);
+            previewSpeedField?.SetValueWithoutNotify(FormatPreviewSpeed(previewCoordinator.PreviewSpeed));
+            graphView?.ApplyPreview(previewCoordinator);
+            updatingPreviewUi = false;
+        }
+
+        private string BuildPreviewStatus()
+        {
+            if (previewCoordinator.State == FrameAnimationPreviewState.Failed)
+            {
+                return $"ERROR [{previewCoordinator.Error.Code}] {previewCoordinator.Error.Message}";
+            }
+            var snapshot = previewCoordinator.Snapshot;
+            if (!snapshot.HasStarted || snapshot.Clip == null) return "No preview target";
+            var duration = snapshot.FrameIndex >= 0 && snapshot.FrameIndex < snapshot.Clip.FrameCount
+                ? snapshot.Clip.Frames[snapshot.FrameIndex].DurationMs : 0;
+            var effective = snapshot.StepSpeed > 0f ? duration / snapshot.StepSpeed : double.PositiveInfinity;
+            return $"{previewCoordinator.State} · Frame {snapshot.FrameIndex + 1}/{snapshot.Clip.FrameCount} · " +
+                   $"source {duration} ms · effective {(double.IsInfinity(effective) ? "∞" : effective.ToString("0") + " ms")} · {snapshot.Clip.Id}" +
+                   (string.IsNullOrEmpty(snapshot.NodeId) ? string.Empty : $" · Node {snapshot.NodeId}") +
+                   (previewCoordinator.Timeline?.IsBlocked == true ? " · Blocked (speed 0)" : string.Empty);
+        }
+
+        private string PreviewTargetName()
+        {
+            return previewCoordinator.Target switch
+            {
+                FrameClip clip => $"Clip: {clip.DisplayName}",
+                AnimationNode node => $"Node: {node.DisplayName}",
+                AnimationFlow flow => BuildFlowPreviewTargetName(flow),
+                _ => "Preview: None"
+            };
+        }
+
+        private string BuildFlowPreviewTargetName(AnimationFlow flow)
+        {
+            var snapshot = previewCoordinator.Snapshot;
+            if (!snapshot.HasStarted || snapshot.Clip == null) return $"Flow: {flow.DisplayName}";
+            var node = graph?.Nodes.FirstOrDefault(item => item != null && item.InternalId == snapshot.NodeId);
+            var ending = snapshot.IsCompleted && previewCoordinator.CurrentSprite == null
+                ? $" · {snapshot.EndBehavior}" : string.Empty;
+            var blocked = previewCoordinator.Timeline?.IsBlocked == true ? " · Blocked" : string.Empty;
+            return $"Flow: {flow.DisplayName} · Node: {node?.DisplayName ?? snapshot.NodeId} · " +
+                   $"{snapshot.Clip.Id} F{snapshot.FrameIndex + 1}/{snapshot.Clip.FrameCount}{ending}{blocked}";
+        }
+
+        private static string FormatPreviewTime(double seconds) => $"{Math.Max(0d, seconds) * 1000d:0} ms";
+
+        private static float ParsePreviewSpeed(string value)
+        {
+            return value switch { "0.25×" => 0.25f, "0.5×" => 0.5f, "2×" => 2f, "4×" => 4f, _ => 1f };
+        }
+
+        private static string FormatPreviewSpeed(float value)
+        {
+            if (Mathf.Approximately(value, 0.25f)) return "0.25×";
+            if (Mathf.Approximately(value, 0.5f)) return "0.5×";
+            if (Mathf.Approximately(value, 2f)) return "2×";
+            if (Mathf.Approximately(value, 4f)) return "4×";
+            return "1×";
+        }
+
         private VisualElement BuildLeftPanel()
         {
             var panel = new VisualElement
@@ -263,9 +622,9 @@ namespace AibisDream.FrameAnimation.Editor
                 }
             };
             var tabs = new Toolbar();
-            tabs.Add(new ToolbarButton(() => SetResourceTab(ResourceTab.Clips)) { text = "Clips" });
-            tabs.Add(new ToolbarButton(() => SetResourceTab(ResourceTab.Flows)) { text = "Flows" });
-            tabs.Add(new ToolbarButton(() => SetResourceTab(ResourceTab.Sources)) { text = "Sources" });
+            tabs.Add(new ToolbarButton(() => SetResourceTab(ResourceTab.Clips, true)) { text = "Clips" });
+            tabs.Add(new ToolbarButton(() => SetResourceTab(ResourceTab.Flows, true)) { text = "Flows" });
+            tabs.Add(new ToolbarButton(() => SetResourceTab(ResourceTab.Sources, true)) { text = "Sources" });
             panel.Add(tabs);
             searchField = new ToolbarSearchField();
             searchField.RegisterValueChangedCallback(_ =>
@@ -432,7 +791,9 @@ namespace AibisDream.FrameAnimation.Editor
             {
                 SaveGraph();
                 SaveWorkspaceState();
+                focusedFlowId = string.Empty;
                 graph = value;
+                previewCoordinator.SetGraph(graph);
                 selection = graph != null
                     ? new FrameAnimationEditorSelection(FrameAnimationEditorSelectionKind.Graph, graph)
                     : default;
@@ -451,6 +812,7 @@ namespace AibisDream.FrameAnimation.Editor
                 }
             }
 
+            previewCoordinator.SetGraph(graph);
             graphField?.SetValueWithoutNotify(graph);
             if (graph != null)
             {
@@ -460,7 +822,9 @@ namespace AibisDream.FrameAnimation.Editor
             RefreshBrowser();
             RefreshFlowChoices();
             RefreshGraphView();
+            RestoreCanvasView();
             RefreshCanvasSummary();
+            UpdatePreviewTargetForSelection();
             propertyContainer?.MarkDirtyRepaint();
             bottomContainer?.MarkDirtyRepaint();
         }
@@ -478,8 +842,12 @@ namespace AibisDream.FrameAnimation.Editor
             }
         }
 
-        private void SetResourceTab(ResourceTab tab)
+        private void SetResourceTab(ResourceTab tab, bool userInitiated = false)
         {
+            if (userInitiated && tab != ResourceTab.Flows)
+            {
+                ExitFlowFocus(false);
+            }
             resourceTab = tab;
             SaveWorkspaceState();
             RefreshBrowser();
@@ -495,28 +863,29 @@ namespace AibisDream.FrameAnimation.Editor
 
         private void SetSelection(FrameAnimationEditorSelection value, bool locateOnCanvas = true)
         {
+            if (value.Kind == FrameAnimationEditorSelectionKind.Flow && value.Value is AnimationFlow selectedFlow)
+            {
+                EnterFlowFocus(selectedFlow.Id);
+            }
+            else if (FrameAnimationFlowFocusPolicy.ShouldExitForSelection(graph, focusedFlowId, value))
+            {
+                ExitFlowFocus(false);
+            }
             selection = value;
             if (value.Kind == FrameAnimationEditorSelectionKind.Node && value.Value is AnimationNode node)
             {
                 lastSelectedNode = node;
             }
-            if (value.Kind == FrameAnimationEditorSelectionKind.Flow && value.Value is AnimationFlow flow)
-            {
-                SetFocusedFlow(flow.Id);
-            }
             frameListClip = null;
             frameList = null;
             clipSerializedObject = null;
             propertyContainer?.MarkDirtyRepaint();
             RefreshCanvasSummary();
             SaveWorkspaceState();
+            UpdatePreviewTargetForSelection();
             if (locateOnCanvas && (value.Kind == FrameAnimationEditorSelectionKind.Node ||
                                    value.Kind == FrameAnimationEditorSelectionKind.Edge))
             {
-                if (!SelectionBelongsToFocusedFlow(value))
-                {
-                    SetFocusedFlow(string.Empty);
-                }
                 graphView?.SelectAndFrame(value);
             }
         }
@@ -633,10 +1002,13 @@ namespace AibisDream.FrameAnimation.Editor
         private void RefreshGraphView()
         {
             graphView?.Bind(graph, validationIssues, focusedFlowId);
+            graphView?.ApplyPreview(previewCoordinator);
         }
 
         private void OnCanvasGraphChanged()
         {
+            previewCoordinator.RefreshTarget(true);
+            RevalidateFlowFocus();
             ScheduleLightValidation();
             RefreshBrowser();
             RefreshFlowChoices();
@@ -655,57 +1027,127 @@ namespace AibisDream.FrameAnimation.Editor
 
         private void RefreshFlowChoices()
         {
-            if (flowFocusField == null)
+            if (flowFocusField != null)
             {
-                return;
+                var choices = new List<string> { "Show All" };
+                if (graph != null)
+                {
+                    choices.AddRange(graph.Flows.Where(flow => flow != null)
+                        .OrderBy(flow => flow.DisplayName, StringComparer.Ordinal)
+                        .ThenBy(flow => flow.Id, StringComparer.Ordinal)
+                        .Select(FlowChoiceLabel));
+                }
+                flowFocusField.choices = choices;
+                var focused = FrameAnimationFlowFocusPolicy.FindFocusedFlow(graph, focusedFlowId);
+                flowFocusField.SetValueWithoutNotify(focused != null ? FlowChoiceLabel(focused) : "Show All");
             }
-            var choices = new List<string> { "Show All" };
-            if (graph != null)
-            {
-                choices.AddRange(graph.Flows.Where(flow => flow != null)
-                    .OrderBy(flow => flow.DisplayName, StringComparer.Ordinal)
-                    .ThenBy(flow => flow.Id, StringComparer.Ordinal)
-                    .Select(FlowChoiceLabel));
-            }
-            flowFocusField.choices = choices;
-            var focused = graph?.Flows.FirstOrDefault(flow => flow != null && flow.Id == focusedFlowId);
-            flowFocusField.SetValueWithoutNotify(focused != null ? FlowChoiceLabel(focused) : "Show All");
+            RefreshFlowFocusUi();
         }
 
-        private void SetFocusedFlow(string flowId)
+        private void EnterFlowFocus(string flowId)
         {
-            focusedFlowId = graph?.Flows.Any(flow => flow != null && flow.Id == flowId) == true
-                ? flowId
-                : string.Empty;
+            var flow = FrameAnimationFlowFocusPolicy.FindFocusedFlow(graph, flowId);
+            if (flow == null)
+            {
+                ExitFlowFocus(false);
+                return;
+            }
+            focusedFlowId = flow.Id;
             RefreshFlowChoices();
             graphView?.SetFocusedFlow(focusedFlowId);
-            SaveWorkspaceState();
+        }
+
+        private void ExitFlowFocus(bool frameAll)
+        {
+            focusedFlowId = string.Empty;
+            RefreshFlowChoices();
+            graphView?.SetFocusedFlow(string.Empty);
+            if (frameAll)
+            {
+                graphView?.FrameAll();
+            }
+        }
+
+        private void RevalidateFlowFocus()
+        {
+            if (string.IsNullOrEmpty(focusedFlowId))
+            {
+                RefreshFlowFocusUi();
+                return;
+            }
+            var flow = FrameAnimationFlowFocusPolicy.FindFocusedFlow(graph, focusedFlowId);
+            if (flow == null)
+            {
+                if (selection.Kind == FrameAnimationEditorSelectionKind.Flow &&
+                    selection.Value is AnimationFlow selectedFlow && graph?.Flows.Contains(selectedFlow) == true)
+                {
+                    EnterFlowFocus(selectedFlow.Id);
+                }
+                else
+                {
+                    ExitFlowFocus(false);
+                }
+                return;
+            }
+            if (selection.Kind == FrameAnimationEditorSelectionKind.Flow &&
+                selection.Value is AnimationFlow activeSelection &&
+                graph.Flows.Contains(activeSelection) && activeSelection != flow)
+            {
+                EnterFlowFocus(activeSelection.Id);
+                return;
+            }
+            var selectedElementWasRemoved = selection.Value switch
+            {
+                AnimationNode node => !graph.Nodes.Contains(node),
+                AnimationEdge edge => !graph.Edges.Contains(edge),
+                _ => false
+            };
+            if (selectedElementWasRemoved)
+            {
+                selection = new FrameAnimationEditorSelection(FrameAnimationEditorSelectionKind.Flow, flow);
+                lastSelectedNode = null;
+                propertyContainer?.MarkDirtyRepaint();
+                SaveWorkspaceState();
+            }
+            if (FrameAnimationFlowFocusPolicy.ShouldExitForSelection(graph, focusedFlowId, selection))
+            {
+                ExitFlowFocus(false);
+                return;
+            }
+            RefreshFlowChoices();
+            graphView?.SetFocusedFlow(focusedFlowId);
+        }
+
+        private void RefreshFlowFocusUi()
+        {
+            var flow = FrameAnimationFlowFocusPolicy.FindFocusedFlow(graph, focusedFlowId);
+            if (flowFocusStatusLabel != null)
+            {
+                flowFocusStatusLabel.text = flow != null
+                    ? $"Focused: {flow.DisplayName} ({flow.Id})"
+                    : "Show All";
+                flowFocusStatusLabel.tooltip = flowFocusStatusLabel.text;
+                flowFocusStatusLabel.style.color = flow != null
+                    ? new StyleColor(new Color(0.45f, 0.78f, 1f))
+                    : new StyleColor(Color.gray);
+            }
+            if (exitFlowFocusButton != null)
+            {
+                exitFlowFocusButton.style.display = flow != null ? DisplayStyle.Flex : DisplayStyle.None;
+            }
+        }
+
+        private void OnCanvasSelectionSetChanged(IReadOnlyList<FrameAnimationEditorSelection> selections)
+        {
+            if (FrameAnimationFlowFocusPolicy.ShouldExitForSelectionSet(graph, focusedFlowId, selections))
+            {
+                ExitFlowFocus(false);
+            }
         }
 
         private void ShowAllNodes()
         {
-            SetFocusedFlow(string.Empty);
-            graphView?.FrameAll();
-        }
-
-        private bool SelectionBelongsToFocusedFlow(FrameAnimationEditorSelection value)
-        {
-            if (graph == null || string.IsNullOrEmpty(focusedFlowId))
-            {
-                return true;
-            }
-            var flow = graph.Flows.FirstOrDefault(item => item != null && item.Id == focusedFlowId);
-            if (flow == null)
-            {
-                return false;
-            }
-            var reachable = new FrameAnimationGraphTopology(graph).GetReachable(flow.EntryNodeId);
-            return value.Value switch
-            {
-                AnimationNode node => reachable.Nodes.Contains(node),
-                AnimationEdge edge => reachable.Edges.Contains(edge),
-                _ => true
-            };
+            ExitFlowFocus(true);
         }
 
         private void CreateFlowFromCanvasSelection()
@@ -728,7 +1170,6 @@ namespace AibisDream.FrameAnimation.Editor
             }
             FrameAnimationFlowWindow.Show(graph, entry, flow =>
             {
-                SetFocusedFlow(flow.Id);
                 SetSelection(new FrameAnimationEditorSelection(FrameAnimationEditorSelectionKind.Flow, flow), false);
                 OnCanvasGraphChanged();
             });
@@ -861,6 +1302,7 @@ namespace AibisDream.FrameAnimation.Editor
             }
             if (EditorGUI.EndChangeCheck())
             {
+                previewCoordinator.RefreshTarget(false);
                 ScheduleLightValidation();
                 RefreshBrowser();
                 RefreshCanvasSummary();
@@ -1117,14 +1559,14 @@ namespace AibisDream.FrameAnimation.Editor
                     }
                     else
                     {
-                        SetFocusedFlow(flow.Id);
+                        EnterFlowFocus(flow.Id);
                         OnCanvasGraphChanged();
                     }
                 }
             }
             if (GUILayout.Button("Focus Flow On Canvas"))
             {
-                SetFocusedFlow(flow.Id);
+                EnterFlowFocus(flow.Id);
                 graphView?.FrameCurrentFlow(flow.Id);
             }
             if (GUILayout.Button("Rename Flow ID"))
@@ -1152,7 +1594,7 @@ namespace AibisDream.FrameAnimation.Editor
                 }
                 else
                 {
-                    SetFocusedFlow(string.Empty);
+                    ExitFlowFocus(false);
                     SetSelection(new FrameAnimationEditorSelection(FrameAnimationEditorSelectionKind.Graph, graph));
                     OnCanvasGraphChanged();
                 }
@@ -1567,6 +2009,7 @@ namespace AibisDream.FrameAnimation.Editor
             {
                 EditorUtility.DisplayDialog("刷新失败", error, "确定");
             }
+            previewCoordinator.RefreshTarget(true);
             importPreview = FrameAnimationImportService.PreviewAll(graph);
             RefreshBrowser();
             ValidateFull();
@@ -1638,7 +2081,7 @@ namespace AibisDream.FrameAnimation.Editor
                     }
                     else if (focusedFlowId == oldId)
                     {
-                        focusedFlowId = flow.Id;
+                        EnterFlowFocus(flow.Id);
                     }
                     RefreshBrowser();
                     RefreshFlowChoices();
@@ -1814,13 +2257,40 @@ namespace AibisDream.FrameAnimation.Editor
                 FrameAnimationWorkspaceState.GetString(graph, "ValidationKind", "All"),
                 out ValidationKindFilter restoredValidationKind)
                 ? restoredValidationKind : ValidationKindFilter.All;
+            var nodePolicy = Enum.TryParse(
+                FrameAnimationWorkspaceState.GetString(graph, "NodePreviewPolicy", "SelectedOnly"),
+                out NodePreviewPolicy restoredNodePolicy)
+                ? restoredNodePolicy : NodePreviewPolicy.SelectedOnly;
+            var background = Enum.TryParse(
+                FrameAnimationWorkspaceState.GetString(graph, "PreviewBackground", "Checkerboard"),
+                out FrameAnimationPreviewBackground restoredBackground)
+                ? restoredBackground : FrameAnimationPreviewBackground.Checkerboard;
+            var zoomMode = Enum.TryParse(
+                FrameAnimationWorkspaceState.GetString(graph, "PreviewZoomMode", "Fit"),
+                out FrameAnimationPreviewZoomMode restoredZoom)
+                ? restoredZoom : FrameAnimationPreviewZoomMode.Fit;
+            previewCoordinator.NodePolicy = nodePolicy;
+            previewCoordinator.Background = background;
+            previewCoordinator.ZoomMode = zoomMode;
+            previewCoordinator.PreviewSpeed = Mathf.Clamp(
+                FrameAnimationWorkspaceState.GetFloat(graph, "PreviewSpeed", 1f), 0.25f, 4f);
+            previewCoordinator.ManualZoom = Mathf.Clamp(
+                FrameAnimationWorkspaceState.GetFloat(graph, "PreviewManualZoom", 1f), 0.25f, 8f);
             bottomPanel.style.height = FrameAnimationWorkspaceState.GetFloat(graph, "BottomHeight", 230f);
-            focusedFlowId = FrameAnimationWorkspaceState.GetString(graph, "FocusedFlow", string.Empty);
-            if (!graph.Flows.Any(flow => flow != null && flow.Id == focusedFlowId))
-            {
-                focusedFlowId = string.Empty;
-            }
             ApplyBottomState();
+            RestoreCanvasView();
+            RefreshPreviewUi();
+        }
+
+        private void RestoreCanvasView()
+        {
+            if (graph == null || graphView == null) return;
+            var position = new Vector3(
+                FrameAnimationWorkspaceState.GetFloat(graph, "CanvasX", 0f),
+                FrameAnimationWorkspaceState.GetFloat(graph, "CanvasY", 0f),
+                0f);
+            var scale = FrameAnimationWorkspaceState.GetFloat(graph, "CanvasScale", 1f);
+            graphView.RestoreViewTransform(position, scale);
         }
 
         private void RestoreSelection()
@@ -1895,23 +2365,31 @@ namespace AibisDream.FrameAnimation.Editor
             FrameAnimationWorkspaceState.SetString(graph, "ValidationKind", validationKindFilter.ToString());
             FrameAnimationWorkspaceState.SetString(graph, "SelectionKind", selection.Kind.ToString());
             FrameAnimationWorkspaceState.SetString(graph, "SelectionId", GetSelectionId());
-            FrameAnimationWorkspaceState.SetString(graph, "FocusedFlow", focusedFlowId);
+            FrameAnimationWorkspaceState.SetString(graph, "NodePreviewPolicy", previewCoordinator.NodePolicy.ToString());
+            FrameAnimationWorkspaceState.SetString(graph, "PreviewBackground", previewCoordinator.Background.ToString());
+            FrameAnimationWorkspaceState.SetString(graph, "PreviewZoomMode", previewCoordinator.ZoomMode.ToString());
+            FrameAnimationWorkspaceState.SetFloat(graph, "PreviewSpeed", previewCoordinator.PreviewSpeed);
+            FrameAnimationWorkspaceState.SetFloat(graph, "PreviewManualZoom", previewCoordinator.ManualZoom);
         }
 
         private void OnProjectDataChanged()
         {
+            previewCoordinator.RefreshTarget(true);
             if (graph == null)
             {
                 RestoreLastGraph();
             }
             if (graph != null)
             {
+                var previouslySelectedFlow = selection.Value as AnimationFlow;
                 RestoreSelection();
-                lastSelectedNode = selection.Value as AnimationNode;
-                if (!graph.Flows.Any(flow => flow != null && flow.Id == focusedFlowId))
+                if (previouslySelectedFlow != null && graph.Flows.Contains(previouslySelectedFlow))
                 {
-                    focusedFlowId = string.Empty;
+                    selection = new FrameAnimationEditorSelection(
+                        FrameAnimationEditorSelectionKind.Flow, previouslySelectedFlow);
                 }
+                lastSelectedNode = selection.Value as AnimationNode;
+                RevalidateFlowFocus();
             }
             RefreshBrowser();
             RefreshFlowChoices();
diff --git a/Assets/Editor/FrameAnimation/FrameAnimationGraphView.cs b/Assets/Editor/FrameAnimation/FrameAnimationGraphView.cs
index 45d41f4b1..ae22e6acd 100644
--- a/Assets/Editor/FrameAnimation/FrameAnimationGraphView.cs
+++ b/Assets/Editor/FrameAnimation/FrameAnimationGraphView.cs
@@ -14,6 +14,7 @@ namespace AibisDream.FrameAnimation.Editor
         private readonly Label behavior;
         private readonly Label flowBadge;
         private readonly Label issueBadge;
+        private readonly FrameAnimationPreviewElement preview;
         private readonly Action<FrameAnimationClipNodeView> selectedCallback;
 
         public AnimationNode Data { get; }
@@ -27,6 +28,7 @@ namespace AibisDream.FrameAnimation.Editor
             Data = data;
             this.selectedCallback = selectedCallback;
             viewDataKey = data.InternalId;
+            AddToClassList("fa-node");
             style.minWidth = 245f;
             style.maxWidth = 285f;
 
@@ -48,16 +50,9 @@ namespace AibisDream.FrameAnimation.Editor
             extensionContainer.Add(behavior);
             extensionContainer.Add(flowBadge);
             extensionContainer.Add(issueBadge);
-            extensionContainer.Add(new Label("Preview · Phase 5")
-            {
-                style =
-                {
-                    height = 72f,
-                    unityTextAlign = TextAnchor.MiddleCenter,
-                    backgroundColor = new StyleColor(new Color(0.12f, 0.12f, 0.12f, 0.8f)),
-                    marginTop = 5f
-                }
-            });
+            preview = new FrameAnimationPreviewElement();
+            preview.AddToClassList("fa-node__preview");
+            extensionContainer.Add(preview);
             RefreshExpandedState();
         }
 
@@ -103,13 +98,28 @@ namespace AibisDream.FrameAnimation.Editor
 
         internal void SetDimmed(bool dimmed)
         {
-            style.opacity = dimmed ? 0.22f : 1f;
+            style.opacity = dimmed ? 0.45f : 1f;
+        }
+
+        internal void SetPreview(
+            FrameAnimationPreviewDisplay display,
+            FrameAnimationPreviewBackground background)
+        {
+            preview.SetBackground(background);
+            preview.SetZoom(FrameAnimationPreviewZoomMode.Fit, 1f);
+            preview.SetDisplay(display.Sprite, display.IsEmpty);
+            preview.style.opacity = display.FlowState == FrameAnimationFlowElementState.Upcoming
+                ? 0.55f : display.FlowState == FrameAnimationFlowElementState.Passed ? 0.82f : 1f;
+            EnableInClassList("fa-node--preview-current", display.FlowState == FrameAnimationFlowElementState.Current);
+            EnableInClassList("fa-node--preview-passed", display.FlowState == FrameAnimationFlowElementState.Passed);
+            EnableInClassList("fa-node--preview-upcoming", display.FlowState == FrameAnimationFlowElementState.Upcoming);
         }
     }
 
     internal sealed class FrameAnimationEdgeView : Edge
     {
         private readonly Action<FrameAnimationEdgeView> selectedCallback;
+        private Color baseColor = Color.white;
         public AnimationEdge Data { get; }
 
         internal FrameAnimationEdgeView(AnimationEdge data, Action<FrameAnimationEdgeView> selectedCallback)
@@ -128,7 +138,7 @@ namespace AibisDream.FrameAnimation.Editor
 
         internal void SetDimmed(bool dimmed)
         {
-            style.opacity = dimmed ? 0.16f : 1f;
+            style.opacity = dimmed ? 0.30f : 1f;
         }
 
         internal void Refresh(IReadOnlyList<FrameAnimationEditorIssue> issues)
@@ -139,12 +149,37 @@ namespace AibisDream.FrameAnimation.Editor
             var color = matching.Any(issue => issue.Severity == FrameAnimationValidationSeverity.Error)
                 ? new Color(1f, 0.3f, 0.25f)
                 : matching.Length > 0 ? new Color(1f, 0.72f, 0.2f) : Color.white;
+            baseColor = color;
             edgeControl.inputColor = color;
             edgeControl.outputColor = color;
             tooltip = matching.Length == 0
                 ? $"{Data.ExitName} / {Data.Condition}"
                 : string.Join("\n", matching.Select(issue => $"[{issue.Code}] {issue.Message}"));
         }
+
+        internal void SetPreviewState(FrameAnimationFlowElementState state)
+        {
+            if (state == FrameAnimationFlowElementState.Current)
+            {
+                edgeControl.inputColor = new Color(0.25f, 0.75f, 1f);
+                edgeControl.outputColor = new Color(0.25f, 0.75f, 1f);
+            }
+            else if (state == FrameAnimationFlowElementState.Passed)
+            {
+                edgeControl.inputColor = new Color(0.35f, 0.68f, 0.46f);
+                edgeControl.outputColor = new Color(0.35f, 0.68f, 0.46f);
+            }
+            else if (state == FrameAnimationFlowElementState.Upcoming)
+            {
+                edgeControl.inputColor = new Color(0.55f, 0.55f, 0.55f);
+                edgeControl.outputColor = new Color(0.55f, 0.55f, 0.55f);
+            }
+            else
+            {
+                edgeControl.inputColor = baseColor;
+                edgeControl.outputColor = baseColor;
+            }
+        }
     }
 
     internal sealed class FrameAnimationClipSearchProvider : ScriptableObject, ISearchWindowProvider
@@ -200,16 +235,22 @@ namespace AibisDream.FrameAnimation.Editor
         private IReadOnlyList<FrameAnimationEditorIssue> issues = Array.Empty<FrameAnimationEditorIssue>();
         private bool rebuilding;
         private Vector2 contextPosition;
+        private string focusedFlowId = string.Empty;
 
         internal event Action<FrameAnimationEditorSelection> SelectionRequested;
         internal event Action<IReadOnlyList<AnimationNode>> MultiSelectionChanged;
+        internal event Action<IReadOnlyList<FrameAnimationEditorSelection>> SelectionSetChanged;
         internal event Action<AnimationNode> CreateFlowRequested;
+        internal event Action<AnimationNode> NodeCreated;
+        internal event Action ExitFocusRequested;
         internal event Action GraphChanged;
         internal event Action<string> NotificationRequested;
+        internal event Action<Vector3, float> WorkspaceViewTransformChanged;
 
         internal FrameAnimationGraphView()
         {
             style.flexGrow = 1f;
+            focusable = true;
             SetupZoom(ContentZoomer.DefaultMinScale, ContentZoomer.DefaultMaxScale);
             this.AddManipulator(new ContentDragger());
             this.AddManipulator(new SelectionDragger());
@@ -218,9 +259,12 @@ namespace AibisDream.FrameAnimation.Editor
             Insert(0, grid);
             grid.StretchToParentSize();
             graphViewChanged = OnGraphViewChanged;
+            viewTransformChanged += _ =>
+                WorkspaceViewTransformChanged?.Invoke(viewTransform.position, viewTransform.scale.x);
             RegisterCallback<MouseUpEvent>(_ => NotifySelectionSummary());
             RegisterCallback<DragUpdatedEvent>(OnDragUpdated);
             RegisterCallback<DragPerformEvent>(OnDragPerform);
+            RegisterCallback<KeyDownEvent>(OnKeyDown);
         }
 
         internal void Bind(
@@ -325,6 +369,7 @@ namespace AibisDream.FrameAnimation.Editor
 
         internal void SetFocusedFlow(string flowId)
         {
+            focusedFlowId = flowId ?? string.Empty;
             if (graph == null || string.IsNullOrEmpty(flowId))
             {
                 foreach (var view in nodeViews.Values) view.SetDimmed(false);
@@ -359,6 +404,36 @@ namespace AibisDream.FrameAnimation.Editor
         internal IReadOnlyList<AnimationNode> SelectedNodes =>
             selection.OfType<FrameAnimationClipNodeView>().Select(view => view.Data).ToArray();
 
+        internal IReadOnlyList<AnimationNode> VisibleNodes => nodeViews.Values
+            .Where(view => view.worldBound.Overlaps(worldBound))
+            .Select(view => view.Data)
+            .ToArray();
+
+        internal void ApplyPreview(FrameAnimationPreviewCoordinator coordinator)
+        {
+            if (coordinator == null) return;
+            foreach (var view in nodeViews.Values)
+            {
+                view.SetPreview(coordinator.GetNodeDisplay(view.Data), coordinator.Background);
+            }
+            foreach (var view in edgeViews.Values)
+            {
+                view.SetPreviewState(coordinator.GetEdgeState(view.Data));
+            }
+        }
+
+        internal void RestoreViewTransform(Vector3 position, float scale)
+        {
+            var safeScale = float.IsNaN(scale) || float.IsInfinity(scale)
+                ? 1f : Mathf.Clamp(scale, ContentZoomer.DefaultMinScale, ContentZoomer.DefaultMaxScale);
+            if (float.IsNaN(position.x) || float.IsInfinity(position.x) ||
+                float.IsNaN(position.y) || float.IsInfinity(position.y))
+            {
+                position = Vector3.zero;
+            }
+            UpdateViewTransform(position, new Vector3(safeScale, safeScale, 1f));
+        }
+
         internal void RequestDeleteNodes(IEnumerable<AnimationNode> nodes)
         {
             var items = (nodes ?? Array.Empty<AnimationNode>()).Where(node => node != null).Distinct().ToArray();
@@ -437,10 +512,11 @@ namespace AibisDream.FrameAnimation.Editor
             SearchWindow.Open(new SearchWindowContext(GUIUtility.GUIToScreenPoint(panelPosition)), provider);
         }
 
-        private void CreateNode(FrameClip clip, Vector2 position)
+        internal void CreateNode(FrameClip clip, Vector2 position)
         {
             if (FrameAnimationGraphMutationService.CreateNode(graph, clip, position, out var node, out var error))
             {
+                NodeCreated?.Invoke(node);
                 GraphChanged?.Invoke();
                 SelectionRequested?.Invoke(new FrameAnimationEditorSelection(FrameAnimationEditorSelectionKind.Node, node));
             }
@@ -583,19 +659,61 @@ namespace AibisDream.FrameAnimation.Editor
 
         private void OnNodeSelected(FrameAnimationClipNodeView view)
         {
+            if (rebuilding)
+            {
+                return;
+            }
             SelectionRequested?.Invoke(new FrameAnimationEditorSelection(FrameAnimationEditorSelectionKind.Node, view.Data));
             NotifySelectionSummary();
         }
 
         private void OnEdgeSelected(FrameAnimationEdgeView view)
         {
+            if (rebuilding)
+            {
+                return;
+            }
             SelectionRequested?.Invoke(new FrameAnimationEditorSelection(FrameAnimationEditorSelectionKind.Edge, view.Data));
             NotifySelectionSummary();
         }
 
         private void NotifySelectionSummary()
         {
+            if (rebuilding)
+            {
+                return;
+            }
             MultiSelectionChanged?.Invoke(SelectedNodes);
+            var selected = selection.Select(item => item switch
+                {
+                    FrameAnimationClipNodeView nodeView => new FrameAnimationEditorSelection(
+                        FrameAnimationEditorSelectionKind.Node, nodeView.Data),
+                    FrameAnimationEdgeView edgeView => new FrameAnimationEditorSelection(
+                        FrameAnimationEditorSelectionKind.Edge, edgeView.Data),
+                    _ => default
+                })
+                .Where(item => item.Kind != FrameAnimationEditorSelectionKind.None)
+                .ToArray();
+            SelectionSetChanged?.Invoke(selected);
+        }
+
+        private void OnKeyDown(KeyDownEvent evt)
+        {
+            if (!TryHandleFocusExitShortcut(evt.keyCode, evt.target is TextField))
+            {
+                return;
+            }
+            evt.StopImmediatePropagation();
+        }
+
+        internal bool TryHandleFocusExitShortcut(KeyCode keyCode, bool textInputActive)
+        {
+            if (keyCode != KeyCode.Escape || textInputActive || string.IsNullOrEmpty(focusedFlowId))
+            {
+                return false;
+            }
+            ExitFocusRequested?.Invoke();
+            return true;
         }
 
         private void OnDragUpdated(DragUpdatedEvent evt)
diff --git a/Assets/Editor/FrameAnimation/FrameAnimationPreview.cs b/Assets/Editor/FrameAnimation/FrameAnimationPreview.cs
new file mode 100644
index 000000000..9cdda4828
--- /dev/null
+++ b/Assets/Editor/FrameAnimation/FrameAnimationPreview.cs
@@ -0,0 +1,593 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using UnityEngine;
+
+namespace AibisDream.FrameAnimation.Editor
+{
+    internal enum FrameAnimationPreviewTargetKind { None, Clip, Node, Flow }
+    internal enum FrameAnimationPreviewState { Stopped, Playing, Paused, Failed }
+    internal enum NodePreviewPolicy { Static, SelectedOnly, AllVisible }
+    internal enum FrameAnimationPreviewBackground { Checkerboard, Dark, Light }
+    internal enum FrameAnimationPreviewZoomMode { Fit, One, Two, Three, Four, Eight, Manual }
+    internal enum FrameAnimationFlowElementState { None, Upcoming, Current, Passed }
+
+    internal readonly struct FrameAnimationPreviewSegment
+    {
+        public int StepIndex { get; }
+        public int FrameIndex { get; }
+        public FrameClip Clip { get; }
+        public string NodeId { get; }
+        public double StartSeconds { get; }
+        public double DurationSeconds { get; }
+        public bool IsBlocked { get; }
+
+        public FrameAnimationPreviewSegment(
+            int stepIndex,
+            int frameIndex,
+            ResolvedPlaybackStep step,
+            double startSeconds,
+            double durationSeconds,
+            bool isBlocked)
+        {
+            StepIndex = stepIndex;
+            FrameIndex = frameIndex;
+            Clip = step.Clip;
+            NodeId = step.NodeId;
+            StartSeconds = startSeconds;
+            DurationSeconds = durationSeconds;
+            IsBlocked = isBlocked;
+        }
+    }
+
+    internal sealed class FrameAnimationPreviewTimeline
+    {
+        private const double Epsilon = 0.000000001d;
+        private readonly List<FrameAnimationPreviewSegment> segments = new List<FrameAnimationPreviewSegment>();
+
+        public IReadOnlyList<FrameAnimationPreviewSegment> Segments => segments;
+        public double DisplayDurationSeconds { get; }
+        public bool IsInfinite { get; }
+        public bool IsBlocked { get; }
+        public int BlockedSegmentIndex { get; } = -1;
+
+        public FrameAnimationPreviewTimeline(ResolvedPlaybackPlan plan)
+        {
+            if (plan?.Steps == null || plan.Steps.Count == 0)
+            {
+                return;
+            }
+
+            var cursor = 0d;
+            var blockedIndex = -1;
+            for (var stepIndex = 0; stepIndex < plan.Steps.Count; stepIndex++)
+            {
+                var step = plan.Steps[stepIndex];
+                if (step?.Clip == null)
+                {
+                    continue;
+                }
+                for (var frameIndex = 0; frameIndex < step.Clip.FrameCount; frameIndex++)
+                {
+                    var frame = step.Clip.Frames[frameIndex];
+                    if (step.PlaybackSpeed == 0f)
+                    {
+                        blockedIndex = segments.Count;
+                        segments.Add(new FrameAnimationPreviewSegment(
+                            stepIndex, frameIndex, step, cursor, 0d, true));
+                        break;
+                    }
+
+                    var duration = frame.DurationMs / 1000d / step.PlaybackSpeed;
+                    segments.Add(new FrameAnimationPreviewSegment(
+                        stepIndex, frameIndex, step, cursor, duration, false));
+                    cursor += duration;
+                }
+                if (blockedIndex >= 0)
+                {
+                    break;
+                }
+            }
+
+            DisplayDurationSeconds = cursor;
+            BlockedSegmentIndex = blockedIndex;
+            IsBlocked = blockedIndex >= 0;
+            IsInfinite = IsBlocked || plan.Steps[plan.Steps.Count - 1].TerminalEndBehavior == FrameClipEndBehavior.Loop;
+        }
+
+        public int FindSegmentIndex(double positionSeconds)
+        {
+            if (segments.Count == 0)
+            {
+                return -1;
+            }
+            var position = Math.Max(0d, positionSeconds);
+            for (var index = 0; index < segments.Count; index++)
+            {
+                var segment = segments[index];
+                if (segment.IsBlocked || position < segment.StartSeconds + segment.DurationSeconds - Epsilon)
+                {
+                    return index;
+                }
+            }
+            return segments.Count - 1;
+        }
+
+        public double GetSeekSeconds(int segmentIndex)
+        {
+            return segmentIndex >= 0 && segmentIndex < segments.Count
+                ? segments[segmentIndex].StartSeconds
+                : 0d;
+        }
+
+        public double GetPosition(FrameAnimationPlaybackSnapshot snapshot)
+        {
+            if (!snapshot.HasStarted || segments.Count == 0)
+            {
+                return 0d;
+            }
+            var segment = segments.FirstOrDefault(item =>
+                item.StepIndex == snapshot.StepIndex && item.FrameIndex == snapshot.FrameIndex);
+            if (segment.Clip == null)
+            {
+                return snapshot.IsCompleted ? DisplayDurationSeconds : 0d;
+            }
+            if (snapshot.IsCompleted && !IsInfinite)
+            {
+                return DisplayDurationSeconds;
+            }
+            var elapsed = snapshot.StepSpeed > 0f
+                ? snapshot.FrameElapsedSeconds / snapshot.StepSpeed
+                : 0d;
+            return Math.Min(DisplayDurationSeconds, segment.StartSeconds + elapsed);
+        }
+    }
+
+    internal readonly struct FrameAnimationPreviewDisplay
+    {
+        public Sprite Sprite { get; }
+        public bool IsEmpty { get; }
+        public bool IsActive { get; }
+        public FrameAnimationFlowElementState FlowState { get; }
+
+        public FrameAnimationPreviewDisplay(
+            Sprite sprite,
+            bool isEmpty,
+            bool isActive,
+            FrameAnimationFlowElementState flowState)
+        {
+            Sprite = sprite;
+            IsEmpty = isEmpty;
+            IsActive = isActive;
+            FlowState = flowState;
+        }
+    }
+
+    internal sealed class FrameAnimationPreviewCoordinator
+    {
+        private sealed class NodeRun
+        {
+            public AnimationNode Node;
+            public FrameAnimationPlaybackSession Session;
+            public Sprite Sprite;
+        }
+
+        private readonly Dictionary<string, NodeRun> automaticRuns = new Dictionary<string, NodeRun>();
+        private FrameAnimationGraph graph;
+        private object target;
+        private ResolvedPlaybackPlan plan;
+        private FrameAnimationPlaybackSession session;
+        private Sprite currentSprite;
+        private bool terminalTransparent;
+        private bool suppressSelectedNode;
+        private bool flowPresentationActive;
+
+        public event Action Changed;
+
+        public FrameAnimationPreviewTargetKind TargetKind { get; private set; }
+        public FrameAnimationPreviewState State { get; private set; } = FrameAnimationPreviewState.Stopped;
+        public NodePreviewPolicy NodePolicy { get; set; } = NodePreviewPolicy.SelectedOnly;
+        public FrameAnimationPreviewBackground Background { get; set; } = FrameAnimationPreviewBackground.Checkerboard;
+        public FrameAnimationPreviewZoomMode ZoomMode { get; set; } = FrameAnimationPreviewZoomMode.Fit;
+        public float ManualZoom { get; set; } = 1f;
+        public float PreviewSpeed { get; set; } = 1f;
+        public FrameAnimationPreviewTimeline Timeline { get; private set; }
+        public FrameAnimationPlaybackError Error { get; private set; } = FrameAnimationPlaybackError.None;
+        public double PositionSeconds { get; private set; }
+        public string TransitionFromNodeId { get; private set; } = string.Empty;
+        public string TransitionToNodeId { get; private set; } = string.Empty;
+        public object Target => target;
+        public bool IsFlowPreview => TargetKind == FrameAnimationPreviewTargetKind.Flow &&
+                                     flowPresentationActive && State != FrameAnimationPreviewState.Failed;
+        public FrameAnimationPlaybackSnapshot Snapshot => session != null
+            ? session.Snapshot
+            : default;
+        public Sprite CurrentSprite => terminalTransparent ? null : currentSprite;
+
+        public void SetGraph(FrameAnimationGraph value)
+        {
+            if (ReferenceEquals(graph, value))
+            {
+                return;
+            }
+            graph = value;
+            ClearTarget();
+            automaticRuns.Clear();
+        }
+
+        public void SetTarget(FrameAnimationPreviewTargetKind kind, object value)
+        {
+            if (TargetKind == kind && ReferenceEquals(target, value))
+            {
+                return;
+            }
+            TargetKind = kind;
+            target = value;
+            suppressSelectedNode = false;
+            BuildTarget(false, 0d);
+            if (kind == FrameAnimationPreviewTargetKind.Node && NodePolicy != NodePreviewPolicy.Static && session != null)
+            {
+                State = FrameAnimationPreviewState.Playing;
+            }
+            Changed?.Invoke();
+        }
+
+        public void ClearTarget()
+        {
+            TargetKind = FrameAnimationPreviewTargetKind.None;
+            target = null;
+            plan = null;
+            session = null;
+            Timeline = null;
+            currentSprite = null;
+            terminalTransparent = false;
+            Error = FrameAnimationPlaybackError.None;
+            PositionSeconds = 0d;
+            State = FrameAnimationPreviewState.Stopped;
+            flowPresentationActive = false;
+            TransitionFromNodeId = string.Empty;
+            TransitionToNodeId = string.Empty;
+            Changed?.Invoke();
+        }
+
+        public void RefreshTarget(bool topologyChanged)
+        {
+            if (TargetKind == FrameAnimationPreviewTargetKind.None)
+            {
+                return;
+            }
+            if (topologyChanged && TargetKind == FrameAnimationPreviewTargetKind.Flow)
+            {
+                Stop();
+                BuildTarget(false, 0d);
+                return;
+            }
+            var wasPlaying = State == FrameAnimationPreviewState.Playing;
+            var position = PositionSeconds;
+            BuildTarget(position > 0d, position);
+            if (wasPlaying && session != null)
+            {
+                State = FrameAnimationPreviewState.Playing;
+                flowPresentationActive = TargetKind == FrameAnimationPreviewTargetKind.Flow;
+            }
+            Changed?.Invoke();
+        }
+
+        public void SetNodePolicy(NodePreviewPolicy value)
+        {
+            NodePolicy = value;
+            automaticRuns.Clear();
+            suppressSelectedNode = false;
+            if (TargetKind == FrameAnimationPreviewTargetKind.Node)
+            {
+                BuildTarget(false, 0d);
+                if (session != null && value != NodePreviewPolicy.Static)
+                {
+                    State = FrameAnimationPreviewState.Playing;
+                }
+            }
+            Changed?.Invoke();
+        }
+
+        public void Play()
+        {
+            if (session == null)
+            {
+                BuildTarget(false, 0d);
+            }
+            if (session == null)
+            {
+                return;
+            }
+            if (session.Snapshot.IsCompleted)
+            {
+                session.Restart(ApplySprite);
+                PositionSeconds = 0d;
+            }
+            terminalTransparent = false;
+            suppressSelectedNode = false;
+            flowPresentationActive = TargetKind == FrameAnimationPreviewTargetKind.Flow;
+            State = FrameAnimationPreviewState.Playing;
+            Changed?.Invoke();
+        }
+
+        public void Pause()
+        {
+            if (session == null || State != FrameAnimationPreviewState.Playing) return;
+            State = FrameAnimationPreviewState.Paused;
+            Changed?.Invoke();
+        }
+
+        public void Stop()
+        {
+            if (session != null)
+            {
+                session.Restart(ApplySprite);
+            }
+            State = FrameAnimationPreviewState.Stopped;
+            PositionSeconds = 0d;
+            terminalTransparent = false;
+            suppressSelectedNode = TargetKind == FrameAnimationPreviewTargetKind.Node;
+            flowPresentationActive = false;
+            TransitionFromNodeId = string.Empty;
+            TransitionToNodeId = string.Empty;
+            Changed?.Invoke();
+        }
+
+        public void Restart()
+        {
+            if (session == null)
+            {
+                BuildTarget(false, 0d);
+            }
+            session?.Restart(ApplySprite);
+            PositionSeconds = 0d;
+            terminalTransparent = false;
+            suppressSelectedNode = false;
+            flowPresentationActive = TargetKind == FrameAnimationPreviewTargetKind.Flow;
+            if (session != null) State = FrameAnimationPreviewState.Playing;
+            Changed?.Invoke();
+        }
+
+        public void Step(int direction)
+        {
+            if (session == null || Timeline == null || Timeline.Segments.Count == 0) return;
+            var current = Timeline.FindSegmentIndex(PositionSeconds);
+            var next = Mathf.Clamp(current + Math.Sign(direction), 0, Timeline.Segments.Count - 1);
+            Seek(Timeline.GetSeekSeconds(next));
+        }
+
+        public void Seek(double seconds)
+        {
+            if (session == null || Timeline == null) return;
+            var maximum = Timeline.DisplayDurationSeconds;
+            var targetSeconds = Math.Max(0d, Math.Min(maximum, seconds));
+            if (Timeline.IsInfinite && maximum > 0d && targetSeconds >= maximum)
+            {
+                targetSeconds = Math.Max(0d, maximum - 0.000001d);
+            }
+            terminalTransparent = false;
+            flowPresentationActive = TargetKind == FrameAnimationPreviewTargetKind.Flow;
+            var result = session.Seek(targetSeconds, ApplySprite);
+            ApplyEvaluation(result);
+            PositionSeconds = targetSeconds;
+            if (State != FrameAnimationPreviewState.Failed)
+            {
+                State = FrameAnimationPreviewState.Paused;
+            }
+            Changed?.Invoke();
+        }
+
+        public bool Tick(double deltaSeconds, IReadOnlyCollection<AnimationNode> visibleNodes)
+        {
+            var changed = false;
+            TransitionFromNodeId = string.Empty;
+            TransitionToNodeId = string.Empty;
+            if (State == FrameAnimationPreviewState.Playing && session != null)
+            {
+                var before = session.Snapshot;
+                var result = session.Evaluate(deltaSeconds, PreviewSpeed, ApplySprite);
+                var after = session.Snapshot;
+                if (before.StepIndex != after.StepIndex)
+                {
+                    TransitionFromNodeId = before.NodeId;
+                    TransitionToNodeId = after.NodeId;
+                }
+                ApplyEvaluation(result);
+                PositionSeconds = Timeline?.GetPosition(after) ?? 0d;
+                if (result.IsCompleted && TargetKind == FrameAnimationPreviewTargetKind.Node &&
+                    NodePolicy != NodePreviewPolicy.Static && !suppressSelectedNode && session != null)
+                {
+                    session.Restart(ApplySprite);
+                    State = FrameAnimationPreviewState.Playing;
+                    PositionSeconds = 0d;
+                    terminalTransparent = false;
+                }
+                changed = true;
+            }
+
+            if (!IsFlowPreview)
+            {
+                changed |= TickAutomaticNodes(deltaSeconds, visibleNodes);
+            }
+            else if (automaticRuns.Count > 0)
+            {
+                automaticRuns.Clear();
+                changed = true;
+            }
+
+            if (changed) Changed?.Invoke();
+            return changed;
+        }
+
+        public FrameAnimationPreviewDisplay GetNodeDisplay(AnimationNode node)
+        {
+            if (node == null)
+            {
+                return default;
+            }
+            if (IsFlowPreview && plan != null)
+            {
+                var current = session?.Snapshot.StepIndex ?? 0;
+                var stepIndex = IndexOfNode(plan, node.InternalId);
+                var flowState = stepIndex < 0 ? FrameAnimationFlowElementState.None :
+                    stepIndex < current ? FrameAnimationFlowElementState.Passed :
+                    stepIndex == current ? FrameAnimationFlowElementState.Current : FrameAnimationFlowElementState.Upcoming;
+                if (flowState == FrameAnimationFlowElementState.Current)
+                {
+                    return new FrameAnimationPreviewDisplay(CurrentSprite, CurrentSprite == null, true, flowState);
+                }
+                return Representative(node, flowState);
+            }
+            if (TargetKind == FrameAnimationPreviewTargetKind.Node && ReferenceEquals(target, node) && session != null)
+            {
+                if (NodePolicy == NodePreviewPolicy.Static && State == FrameAnimationPreviewState.Stopped &&
+                    !suppressSelectedNode && !session.Snapshot.IsCompleted)
+                {
+                    return Representative(node, FrameAnimationFlowElementState.None);
+                }
+                return new FrameAnimationPreviewDisplay(CurrentSprite, CurrentSprite == null, State == FrameAnimationPreviewState.Playing,
+                    FrameAnimationFlowElementState.None);
+            }
+            if (automaticRuns.TryGetValue(node.InternalId, out var run))
+            {
+                return new FrameAnimationPreviewDisplay(run.Sprite, run.Sprite == null, true, FrameAnimationFlowElementState.None);
+            }
+            return Representative(node, FrameAnimationFlowElementState.None);
+        }
+
+        public FrameAnimationFlowElementState GetEdgeState(AnimationEdge edge)
+        {
+            if (!IsFlowPreview || plan == null || edge == null) return FrameAnimationFlowElementState.None;
+            if (edge.FromNodeId == TransitionFromNodeId && edge.ToNodeId == TransitionToNodeId)
+            {
+                return FrameAnimationFlowElementState.Current;
+            }
+            var from = IndexOfNode(plan, edge.FromNodeId);
+            var to = IndexOfNode(plan, edge.ToNodeId);
+            if (from < 0 || to != from + 1) return FrameAnimationFlowElementState.None;
+            var current = session?.Snapshot.StepIndex ?? 0;
+            return to <= current ? FrameAnimationFlowElementState.Passed : FrameAnimationFlowElementState.Upcoming;
+        }
+
+        private bool TickAutomaticNodes(double deltaSeconds, IReadOnlyCollection<AnimationNode> visibleNodes)
+        {
+            IEnumerable<AnimationNode> desired = Array.Empty<AnimationNode>();
+            if (NodePolicy == NodePreviewPolicy.SelectedOnly && TargetKind == FrameAnimationPreviewTargetKind.Node &&
+                target is AnimationNode selected && !suppressSelectedNode)
+            {
+                desired = new[] { selected };
+            }
+            else if (NodePolicy == NodePreviewPolicy.AllVisible)
+            {
+                desired = visibleNodes ?? Array.Empty<AnimationNode>();
+            }
+            var desiredNodes = desired.Where(node => node != null &&
+                    !(TargetKind == FrameAnimationPreviewTargetKind.Node && ReferenceEquals(target, node)))
+                .GroupBy(node => node.InternalId).Select(group => group.First()).ToArray();
+            var desiredIds = new HashSet<string>(desiredNodes.Select(node => node.InternalId));
+            foreach (var id in automaticRuns.Keys.Where(id => !desiredIds.Contains(id)).ToArray())
+            {
+                automaticRuns.Remove(id);
+            }
+            foreach (var node in desiredNodes)
+            {
+                if (!automaticRuns.TryGetValue(node.InternalId, out var run))
+                {
+                    if (!FrameAnimationResolver.TryResolveNode(graph, node, out var nodePlan, out _)) continue;
+                    run = new NodeRun { Node = node, Session = new FrameAnimationPlaybackSession(nodePlan) };
+                    run.Session.Start(sprite => run.Sprite = sprite);
+                    automaticRuns[node.InternalId] = run;
+                }
+                var evaluation = run.Session.Evaluate(deltaSeconds, PreviewSpeed, sprite => run.Sprite = sprite);
+                if (evaluation.IsCompleted)
+                {
+                    run.Session.Restart(sprite => run.Sprite = sprite);
+                }
+                else if (evaluation.IsFailed)
+                {
+                    automaticRuns.Remove(node.InternalId);
+                }
+            }
+            return desiredNodes.Length > 0 || automaticRuns.Count > 0;
+        }
+
+        private void BuildTarget(bool seek, double position)
+        {
+            plan = null;
+            session = null;
+            Timeline = null;
+            currentSprite = null;
+            terminalTransparent = false;
+            PositionSeconds = 0d;
+            Error = FrameAnimationPlaybackError.None;
+            State = FrameAnimationPreviewState.Stopped;
+            flowPresentationActive = false;
+            var resolved = TargetKind switch
+            {
+                FrameAnimationPreviewTargetKind.Clip when target is FrameClip clip =>
+                    FrameAnimationResolver.TryResolve(graph, clip.Id, default, out plan, out var clipError)
+                        ? FrameAnimationPlaybackError.None : clipError,
+                FrameAnimationPreviewTargetKind.Node when target is AnimationNode node =>
+                    FrameAnimationResolver.TryResolveNode(graph, node, out plan, out var nodeError)
+                        ? FrameAnimationPlaybackError.None : nodeError,
+                FrameAnimationPreviewTargetKind.Flow when target is AnimationFlow flow =>
+                    FrameAnimationResolver.TryResolve(graph, flow.Id, default, out plan, out var flowError)
+                        ? FrameAnimationPlaybackError.None : flowError,
+                _ => new FrameAnimationPlaybackError(FrameAnimationPlaybackErrorCode.PlayableNotFound, "没有可预览目标。")
+            };
+            if (resolved.Code != FrameAnimationPlaybackErrorCode.None || plan == null)
+            {
+                Error = resolved;
+                State = TargetKind == FrameAnimationPreviewTargetKind.None
+                    ? FrameAnimationPreviewState.Stopped : FrameAnimationPreviewState.Failed;
+                return;
+            }
+            Timeline = new FrameAnimationPreviewTimeline(plan);
+            session = new FrameAnimationPlaybackSession(plan);
+            session.Start(ApplySprite);
+            if (seek && position > 0d)
+            {
+                Seek(position);
+            }
+        }
+
+        private void ApplyEvaluation(FrameAnimationSessionEvaluation evaluation)
+        {
+            if (evaluation.IsFailed)
+            {
+                Error = evaluation.Error;
+                State = FrameAnimationPreviewState.Failed;
+                flowPresentationActive = false;
+                return;
+            }
+            if (!evaluation.IsCompleted) return;
+            State = FrameAnimationPreviewState.Stopped;
+            terminalTransparent = evaluation.EndBehavior == FrameClipEndBehavior.Clear ||
+                                  evaluation.EndBehavior == FrameClipEndBehavior.HideTarget;
+        }
+
+        private void ApplySprite(Sprite sprite)
+        {
+            currentSprite = sprite;
+            terminalTransparent = false;
+        }
+
+        private FrameAnimationPreviewDisplay Representative(AnimationNode node, FrameAnimationFlowElementState flowState)
+        {
+            var clip = graph?.Clips.FirstOrDefault(item => item != null && item.Id == node.ClipId);
+            var sprite = clip?.Frames.FirstOrDefault(frame => frame?.Sprite != null)?.Sprite;
+            return new FrameAnimationPreviewDisplay(sprite, sprite == null, false, flowState);
+        }
+
+        private static int IndexOfNode(ResolvedPlaybackPlan targetPlan, string nodeId)
+        {
+            if (targetPlan?.Steps == null) return -1;
+            for (var index = 0; index < targetPlan.Steps.Count; index++)
+            {
+                if (targetPlan.Steps[index].NodeId == nodeId) return index;
+            }
+            return -1;
+        }
+    }
+}
diff --git a/Assets/Editor/FrameAnimation/FrameAnimationPreview.cs.meta b/Assets/Editor/FrameAnimation/FrameAnimationPreview.cs.meta
new file mode 100644
index 000000000..1cfd9599c
--- /dev/null
+++ b/Assets/Editor/FrameAnimation/FrameAnimationPreview.cs.meta
@@ -0,0 +1,2 @@
+fileFormatVersion: 2
+guid: 14a91ced504e4af4ad79f4f760794c3c
diff --git a/Assets/Editor/FrameAnimation/FrameAnimationPreviewElement.cs b/Assets/Editor/FrameAnimation/FrameAnimationPreviewElement.cs
new file mode 100644
index 000000000..8c1c28f8a
--- /dev/null
+++ b/Assets/Editor/FrameAnimation/FrameAnimationPreviewElement.cs
@@ -0,0 +1,163 @@
+using UnityEngine;
+using UnityEngine.UIElements;
+
+namespace AibisDream.FrameAnimation.Editor
+{
+    internal sealed class FrameAnimationPreviewElement : VisualElement
+    {
+        private static Texture2D checkerTexture;
+        private readonly Image image;
+        private readonly Label emptyLabel;
+        private Sprite sprite;
+        private FrameAnimationPreviewZoomMode zoomMode = FrameAnimationPreviewZoomMode.Fit;
+        private float manualZoom = 1f;
+        private Vector2 pan;
+        private Vector2 dragStart;
+        private Vector2 panStart;
+        private bool dragging;
+
+        public FrameAnimationPreviewElement()
+        {
+            AddToClassList("fa-preview");
+            focusable = true;
+            image = new Image { scaleMode = ScaleMode.ScaleToFit, pickingMode = PickingMode.Ignore };
+            image.AddToClassList("fa-preview__image");
+            emptyLabel = new Label("Empty Frame") { pickingMode = PickingMode.Ignore };
+            emptyLabel.AddToClassList("fa-preview__empty");
+            Add(image);
+            Add(emptyLabel);
+            RegisterCallback<GeometryChangedEvent>(_ => UpdateImageLayout());
+            RegisterCallback<PointerDownEvent>(OnPointerDown);
+            RegisterCallback<PointerMoveEvent>(OnPointerMove);
+            RegisterCallback<PointerUpEvent>(OnPointerUp);
+            SetBackground(FrameAnimationPreviewBackground.Checkerboard);
+        }
+
+        public void SetDisplay(Sprite value, bool isEmpty, string emptyText = "Empty Frame")
+        {
+            sprite = value;
+            image.sprite = value;
+            image.style.display = value != null ? DisplayStyle.Flex : DisplayStyle.None;
+            emptyLabel.text = string.IsNullOrEmpty(emptyText) ? "Empty Frame" : emptyText;
+            emptyLabel.style.display = value == null || isEmpty ? DisplayStyle.Flex : DisplayStyle.None;
+            UpdateImageLayout();
+        }
+
+        public void SetBackground(FrameAnimationPreviewBackground background)
+        {
+            switch (background)
+            {
+                case FrameAnimationPreviewBackground.Dark:
+                    style.backgroundImage = StyleKeyword.None;
+                    style.backgroundColor = new StyleColor(new Color(0.08f, 0.08f, 0.08f));
+                    break;
+                case FrameAnimationPreviewBackground.Light:
+                    style.backgroundImage = StyleKeyword.None;
+                    style.backgroundColor = new StyleColor(new Color(0.72f, 0.72f, 0.72f));
+                    break;
+                default:
+                    style.backgroundImage = new StyleBackground(GetCheckerTexture());
+                    style.backgroundColor = StyleKeyword.Null;
+                    break;
+            }
+        }
+
+        public void SetZoom(FrameAnimationPreviewZoomMode mode, float value)
+        {
+            zoomMode = mode;
+            manualZoom = Mathf.Clamp(value, 0.25f, 8f);
+            if (mode == FrameAnimationPreviewZoomMode.Fit)
+            {
+                pan = Vector2.zero;
+            }
+            UpdateImageLayout();
+        }
+
+        private void UpdateImageLayout()
+        {
+            if (sprite == null || resolvedStyle.width <= 0f || resolvedStyle.height <= 0f)
+            {
+                return;
+            }
+            var sourceSize = sprite.rect.size;
+            if (sourceSize.x <= 0f || sourceSize.y <= 0f)
+            {
+                return;
+            }
+            var scale = zoomMode == FrameAnimationPreviewZoomMode.Fit
+                ? Mathf.Min(resolvedStyle.width / sourceSize.x, resolvedStyle.height / sourceSize.y)
+                : GetScale();
+            var size = sourceSize * Mathf.Max(0.0001f, scale);
+            image.style.width = size.x;
+            image.style.height = size.y;
+            image.style.left = (resolvedStyle.width - size.x) * 0.5f + pan.x;
+            image.style.top = (resolvedStyle.height - size.y) * 0.5f + pan.y;
+        }
+
+        private float GetScale()
+        {
+            return zoomMode switch
+            {
+                FrameAnimationPreviewZoomMode.One => 1f,
+                FrameAnimationPreviewZoomMode.Two => 2f,
+                FrameAnimationPreviewZoomMode.Three => 3f,
+                FrameAnimationPreviewZoomMode.Four => 4f,
+                FrameAnimationPreviewZoomMode.Eight => 8f,
+                FrameAnimationPreviewZoomMode.Manual => manualZoom,
+                _ => 1f
+            };
+        }
+
+        private void OnPointerDown(PointerDownEvent evt)
+        {
+            if (zoomMode == FrameAnimationPreviewZoomMode.Fit || evt.button != 0) return;
+            dragging = true;
+            dragStart = new Vector2(evt.position.x, evt.position.y);
+            panStart = pan;
+            this.CapturePointer(evt.pointerId);
+            evt.StopPropagation();
+        }
+
+        private void OnPointerMove(PointerMoveEvent evt)
+        {
+            if (!dragging || !this.HasPointerCapture(evt.pointerId)) return;
+            var position = new Vector2(evt.position.x, evt.position.y);
+            pan = panStart + position - dragStart;
+            UpdateImageLayout();
+            evt.StopPropagation();
+        }
+
+        private void OnPointerUp(PointerUpEvent evt)
+        {
+            if (!dragging || !this.HasPointerCapture(evt.pointerId)) return;
+            dragging = false;
+            this.ReleasePointer(evt.pointerId);
+            evt.StopPropagation();
+        }
+
+        private static Texture2D GetCheckerTexture()
+        {
+            if (checkerTexture != null) return checkerTexture;
+            const int textureSize = 128;
+            const int cellSize = 8;
+            checkerTexture = new Texture2D(textureSize, textureSize, TextureFormat.RGBA32, false)
+            {
+                name = "Frame Animation Preview Checker",
+                hideFlags = HideFlags.HideAndDontSave,
+                wrapMode = TextureWrapMode.Repeat,
+                filterMode = FilterMode.Point
+            };
+            var light = new Color32(106, 106, 106, 255);
+            var dark = new Color32(78, 78, 78, 255);
+            var pixels = new Color32[textureSize * textureSize];
+            for (var y = 0; y < textureSize; y++)
+            for (var x = 0; x < textureSize; x++)
+            {
+                pixels[y * textureSize + x] = ((x / cellSize) + (y / cellSize)) % 2 == 0 ? light : dark;
+            }
+            checkerTexture.SetPixels32(pixels);
+            checkerTexture.Apply(false, true);
+            return checkerTexture;
+        }
+    }
+}
diff --git a/Assets/Editor/FrameAnimation/FrameAnimationPreviewElement.cs.meta b/Assets/Editor/FrameAnimation/FrameAnimationPreviewElement.cs.meta
new file mode 100644
index 000000000..980d2fd4b
--- /dev/null
+++ b/Assets/Editor/FrameAnimation/FrameAnimationPreviewElement.cs.meta
@@ -0,0 +1,2 @@
+fileFormatVersion: 2
+guid: 54aef216ceea42ed8917b581606ecf3d
diff --git a/Assets/Editor/FrameAnimation/FrameAnimationPreviewSampleBuilder.cs b/Assets/Editor/FrameAnimation/FrameAnimationPreviewSampleBuilder.cs
new file mode 100644
index 000000000..2e92404d1
--- /dev/null
+++ b/Assets/Editor/FrameAnimation/FrameAnimationPreviewSampleBuilder.cs
@@ -0,0 +1,142 @@
+using System;
+using System.Linq;
+using UnityEditor;
+using UnityEngine;
+
+namespace AibisDream.FrameAnimation.Editor
+{
+    public static class FrameAnimationPreviewSampleBuilder
+    {
+        private const string Folder = "Assets/GameContent/Test/FrameAnimation/Preview";
+        private const string GraphPath = Folder + "/PreviewSampleGraph.asset";
+        private const string TexturePath = "Assets/GameContent/Test/AnimatorRaw/手接树叶特写.png";
+
+        [MenuItem("Tools/Frame Animation/Create Phase 5 Preview Sample")]
+        public static void BuildFromCommandLine()
+        {
+            if (AssetDatabase.LoadAssetAtPath<FrameAnimationGraph>(GraphPath) != null)
+            {
+                Debug.Log($"Frame Animation preview sample already exists; preserved without overwrite: {GraphPath}");
+                return;
+            }
+            EnsureFolder(Folder);
+            var sprites = AssetDatabase.LoadAllAssetsAtPath(TexturePath).OfType<Sprite>()
+                .OrderBy(sprite => sprite.name, StringComparer.Ordinal).ToArray();
+            if (sprites.Length < 6)
+            {
+                throw new InvalidOperationException("第五阶段预览样例需要至少 6 个已切分 Sprite。");
+            }
+
+            var graph = ScriptableObject.CreateInstance<FrameAnimationGraph>();
+            graph.name = "PreviewSampleGraph";
+            AssetDatabase.CreateAsset(graph, GraphPath);
+            var action = CreateClip(graph, "PreviewAction", "Preview Action", FrameClipEndBehavior.HoldLastFrame,
+                new[]
+                {
+                    new FrameAnimationFrame(sprites[0], 100, sprites[0].name, 0),
+                    new FrameAnimationFrame(sprites[1], 160, sprites[1].name, 1),
+                    new FrameAnimationFrame(sprites[2], 220, sprites[2].name, 2)
+                });
+            var withEmpty = CreateClip(graph, "PreviewEmpty", "Preview Empty Frame", FrameClipEndBehavior.HoldLastFrame,
+                new[]
+                {
+                    new FrameAnimationFrame(sprites[3], 120, sprites[3].name, 3),
+                    new FrameAnimationFrame(null, 300, "empty", -1),
+                    new FrameAnimationFrame(sprites[4], 120, sprites[4].name, 4)
+                });
+            var idle = CreateClip(graph, "PreviewIdle", "Preview Idle Loop", FrameClipEndBehavior.Loop,
+                new[]
+                {
+                    new FrameAnimationFrame(sprites[4], 140, sprites[4].name, 4),
+                    new FrameAnimationFrame(sprites[5], 140, sprites[5].name, 5)
+                });
+
+            var finiteA = new AnimationNode(action.Id, "Finite Action", speedOverride: 2f,
+                internalId: "51000000000000000000000000000001");
+            var finiteB = new AnimationNode(withEmpty.Id, "Finite Empty",
+                endBehaviorOverride: FrameClipEndBehavior.HoldLastFrame,
+                internalId: "51000000000000000000000000000002");
+            var loopA = new AnimationNode(action.Id, "Loop Intro", internalId: "51000000000000000000000000000003");
+            var loopB = new AnimationNode(idle.Id, "Loop Terminal",
+                endBehaviorOverride: FrameClipEndBehavior.Loop,
+                internalId: "51000000000000000000000000000004");
+            var blocked = new AnimationNode(withEmpty.Id, "Zero Speed Block", speedOverride: 0f,
+                internalId: "51000000000000000000000000000005");
+            var clear = new AnimationNode(action.Id, "Clear Terminal",
+                endBehaviorOverride: FrameClipEndBehavior.Clear,
+                internalId: "51000000000000000000000000000006");
+            var hidden = new AnimationNode(idle.Id, "Hide Terminal",
+                endBehaviorOverride: FrameClipEndBehavior.HideTarget,
+                internalId: "51000000000000000000000000000007");
+            var finiteFlow = new AnimationFlow("PreviewFiniteFlow", "Finite Flow", finiteA.InternalId);
+            var loopFlow = new AnimationFlow("PreviewLoopFlow", "Loop Flow", loopA.InternalId);
+            var blockedFlow = new AnimationFlow("PreviewBlockedFlow", "Zero Speed Flow", blocked.InternalId);
+            var clearFlow = new AnimationFlow("PreviewClearFlow", "Clear Flow", clear.InternalId);
+            var hideFlow = new AnimationFlow("PreviewHideFlow", "Hide Flow", hidden.InternalId);
+            graph.Configure(
+                "PreviewSampleGraph",
+                "Phase 5 Preview Sample",
+                new[] { action, withEmpty, idle },
+                new[] { finiteA, finiteB, loopA, loopB, blocked, clear, hidden },
+                new[]
+                {
+                    new AnimationEdge(finiteA.InternalId, finiteB.InternalId, "52000000000000000000000000000001"),
+                    new AnimationEdge(loopA.InternalId, loopB.InternalId, "52000000000000000000000000000002")
+                },
+                new[] { finiteFlow, loopFlow, blockedFlow, clearFlow, hideFlow },
+                finiteFlow.Id);
+
+            var positions = new[]
+            {
+                (finiteA, new Vector2(80f, 80f)), (finiteB, new Vector2(420f, 80f)),
+                (loopA, new Vector2(80f, 320f)), (loopB, new Vector2(420f, 320f)),
+                (blocked, new Vector2(80f, 560f)), (clear, new Vector2(420f, 560f)),
+                (hidden, new Vector2(760f, 560f))
+            };
+            foreach (var item in positions)
+            {
+                graph.EditorData.GetOrCreateNodeData(item.Item1.InternalId, item.Item2);
+            }
+            var colors = new[]
+            {
+                new Color(0.25f, 0.65f, 0.95f), new Color(0.55f, 0.4f, 0.9f),
+                new Color(0.9f, 0.55f, 0.2f), new Color(0.3f, 0.75f, 0.5f), new Color(0.85f, 0.35f, 0.45f)
+            };
+            var flows = graph.Flows.ToArray();
+            for (var index = 0; index < flows.Length; index++)
+            {
+                graph.EditorData.GetOrCreateFlowData(flows[index].Id, colors[index]);
+            }
+            EditorUtility.SetDirty(graph);
+            AssetDatabase.SaveAssets();
+            AssetDatabase.Refresh();
+            Debug.Log($"Frame Animation phase 5 preview sample created: {GraphPath}");
+        }
+
+        private static FrameClip CreateClip(
+            FrameAnimationGraph graph,
+            string id,
+            string displayName,
+            FrameClipEndBehavior endBehavior,
+            FrameAnimationFrame[] frames)
+        {
+            var clip = ScriptableObject.CreateInstance<FrameClip>();
+            clip.name = id;
+            clip.Configure(id, displayName, frames, 1f, endBehavior);
+            AssetDatabase.AddObjectToAsset(clip, graph);
+            return clip;
+        }
+
+        private static void EnsureFolder(string path)
+        {
+            var segments = path.Split('/');
+            var current = segments[0];
+            for (var index = 1; index < segments.Length; index++)
+            {
+                var next = current + "/" + segments[index];
+                if (!AssetDatabase.IsValidFolder(next)) AssetDatabase.CreateFolder(current, segments[index]);
+                current = next;
+            }
+        }
+    }
+}
diff --git a/Assets/Editor/FrameAnimation/FrameAnimationPreviewSampleBuilder.cs.meta b/Assets/Editor/FrameAnimation/FrameAnimationPreviewSampleBuilder.cs.meta
new file mode 100644
index 000000000..d9ab4c201
--- /dev/null
+++ b/Assets/Editor/FrameAnimation/FrameAnimationPreviewSampleBuilder.cs.meta
@@ -0,0 +1,2 @@
+fileFormatVersion: 2
+guid: f280e66f096a410eaf3eae8cd9c01134
diff --git a/Assets/GameContent/Test/FrameAnimation/Import/FrameAnimationGraph.asset b/Assets/GameContent/Test/FrameAnimation/Import/FrameAnimationGraph.asset
index fdae8b90a..3594411e5 100644
--- a/Assets/GameContent/Test/FrameAnimation/Import/FrameAnimationGraph.asset
+++ b/Assets/GameContent/Test/FrameAnimation/Import/FrameAnimationGraph.asset
@@ -503,18 +503,10 @@ MonoBehaviour:
     endBehaviorOverride: 0
     hasSpeedOverride: 0
     speedOverride: 1
-  - internalId: 7613045814694eb193e548b69ccc7ba8
-    displayName: "\u6458\u5E3D"
+  - internalId: a52dc7cd68fe488fab46b609a22e392e
+    displayName: "\u62FF\u4F4F\u5E3D\u5B50"
     type: 0
-    clipId: "\u6458\u5E3D"
-    hasEndBehaviorOverride: 0
-    endBehaviorOverride: 0
-    hasSpeedOverride: 0
-    speedOverride: 1
-  - internalId: c321504f573f43c5bf3e28cc224422da
-    displayName: "\u5BF9\u624B\u6307\u8868\u60C5idle"
-    type: 0
-    clipId: "\u5BF9\u624B\u6307\u8868\u60C5idle"
+    clipId: "\u62FF\u4F4F\u5E3D\u5B50"
     hasEndBehaviorOverride: 0
     endBehaviorOverride: 0
     hasSpeedOverride: 0
@@ -525,9 +517,9 @@ MonoBehaviour:
     toNodeId: dd80262d5bb64593a611c6760951adb8
     exitName: default
     condition: 0
-  - internalId: 02804e20dbbe4285814cdec412ec60c8
-    fromNodeId: c321504f573f43c5bf3e28cc224422da
-    toNodeId: 7613045814694eb193e548b69ccc7ba8
+  - internalId: 2540796018b44ecab94bb188520f46de
+    fromNodeId: dd80262d5bb64593a611c6760951adb8
+    toNodeId: a52dc7cd68fe488fab46b609a22e392e
     exitName: default
     condition: 0
   flows:
@@ -536,11 +528,6 @@ MonoBehaviour:
     entryNodeId: b35481d17ea54ff59ff39dfda19a65c1
     hasEndBehaviorOverride: 0
     endBehaviorOverride: 0
-  - id: "\u6458\u5E3DFlow"
-    displayName: "\u6458\u5E3DFlow"
-    entryNodeId: c321504f573f43c5bf3e28cc224422da
-    hasEndBehaviorOverride: 0
-    endBehaviorOverride: 0
   importSources:
   - internalId: bb9de2607d0b45e7a42467d1c5cb6e58
     displayName: "\u706B\u5C71\u50CF\u7D20\u7248"
@@ -550,25 +537,21 @@ MonoBehaviour:
     pivot: {x: 0.5, y: 0.5}
     manageSpriteSlicing: 1
     defaultNewClipEndBehavior: 0
-    lastSourceHash: 141a37c7308f843f8050d62fe78a1d85d1566e1957ac8049d046a1ce23e99542
+    lastSourceHash: 2ed3f61a91b96921ea48beb5f5b9ff34f5b3954552ddef24ee2d661adb45c5eb
   settings:
     defaultPlayableId: "\u4F38\u624B\u8868\u60C5idle"
     newManualClipDefaultEndBehavior: 0
   editorData:
     nodeEditorData:
     - nodeId: b35481d17ea54ff59ff39dfda19a65c1
-      position: {x: 369.33334, y: 354}
+      position: {x: 223.33334, y: 450.66666}
     - nodeId: dd80262d5bb64593a611c6760951adb8
-      position: {x: 798.6666, y: 354}
-    - nodeId: 7613045814694eb193e548b69ccc7ba8
-      position: {x: 614, y: 87.33334}
-    - nodeId: c321504f573f43c5bf3e28cc224422da
-      position: {x: 223.33334, y: 87.33334}
+      position: {x: 523.3334, y: 450.66666}
+    - nodeId: a52dc7cd68fe488fab46b609a22e392e
+      position: {x: 1010.6666, y: 381.3333}
     flowEditorData:
     - flowId: " \u4F38\u624B\u5207\u5C4F\u7279\u6548 Flow"
       color: {r: 0.24, g: 0.65, b: 1, a: 1}
-    - flowId: "\u6458\u5E3DFlow"
-      color: {r: 0.42, g: 0.8, b: 0.42, a: 1}
 --- !u!114 &1645210723439489357
 MonoBehaviour:
   m_ObjectHideFlags: 0
diff --git a/Assets/GameContent/Test/FrameAnimation/Preview.meta b/Assets/GameContent/Test/FrameAnimation/Preview.meta
new file mode 100644
index 000000000..7e1e55cc1
--- /dev/null
+++ b/Assets/GameContent/Test/FrameAnimation/Preview.meta
@@ -0,0 +1,8 @@
+fileFormatVersion: 2
+guid: d87256f730bcd17429c4234e6643879b
+folderAsset: yes
+DefaultImporter:
+  externalObjects: {}
+  userData: 
+  assetBundleName: 
+  assetBundleVariant: 
diff --git a/Assets/GameContent/Test/FrameAnimation/Preview/PreviewSampleGraph.asset b/Assets/GameContent/Test/FrameAnimation/Preview/PreviewSampleGraph.asset
new file mode 100644
index 000000000..f88352e8f
--- /dev/null
+++ b/Assets/GameContent/Test/FrameAnimation/Preview/PreviewSampleGraph.asset
@@ -0,0 +1,243 @@
+%YAML 1.1
+%TAG !u! tag:unity3d.com,2011:
+--- !u!114 &-8424868548565804110
+MonoBehaviour:
+  m_ObjectHideFlags: 0
+  m_CorrespondingSourceObject: {fileID: 0}
+  m_PrefabInstance: {fileID: 0}
+  m_PrefabAsset: {fileID: 0}
+  m_GameObject: {fileID: 0}
+  m_Enabled: 1
+  m_EditorHideFlags: 0
+  m_Script: {fileID: 11500000, guid: 408fe45af4d321848a6c97f0356e8e5c, type: 3}
+  m_Name: PreviewIdle
+  m_EditorClassIdentifier: 
+  id: PreviewIdle
+  displayName: Preview Idle Loop
+  frames:
+  - sprite: {fileID: 6897356873062661571, guid: 4a779c258c48060499e71d5113f0349f, type: 3}
+    durationMs: 140
+    frameName: "\u624B\u63A5\u6811\u53F6\u7279\u5199 12.aseprite"
+    sourceIndex: 4
+  - sprite: {fileID: 8086794502733613251, guid: 4a779c258c48060499e71d5113f0349f, type: 3}
+    durationMs: 140
+    frameName: "\u624B\u63A5\u6811\u53F6\u7279\u5199 13.aseprite"
+    sourceIndex: 5
+  speed: 1
+  defaultEndBehavior: 1
+  hasImportInfo: 0
+  importInfo:
+    importSourceId: 
+    sourceTagName: 
+    isMissingFromSource: 0
+--- !u!114 &-1587622970102939646
+MonoBehaviour:
+  m_ObjectHideFlags: 0
+  m_CorrespondingSourceObject: {fileID: 0}
+  m_PrefabInstance: {fileID: 0}
+  m_PrefabAsset: {fileID: 0}
+  m_GameObject: {fileID: 0}
+  m_Enabled: 1
+  m_EditorHideFlags: 0
+  m_Script: {fileID: 11500000, guid: 408fe45af4d321848a6c97f0356e8e5c, type: 3}
+  m_Name: PreviewEmpty
+  m_EditorClassIdentifier: 
+  id: PreviewEmpty
+  displayName: Preview Empty Frame
+  frames:
+  - sprite: {fileID: 6848724603688798191, guid: 4a779c258c48060499e71d5113f0349f, type: 3}
+    durationMs: 120
+    frameName: "\u624B\u63A5\u6811\u53F6\u7279\u5199 11.aseprite"
+    sourceIndex: 3
+  - sprite: {fileID: 0}
+    durationMs: 300
+    frameName: empty
+    sourceIndex: -1
+  - sprite: {fileID: 6897356873062661571, guid: 4a779c258c48060499e71d5113f0349f, type: 3}
+    durationMs: 120
+    frameName: "\u624B\u63A5\u6811\u53F6\u7279\u5199 12.aseprite"
+    sourceIndex: 4
+  speed: 1
+  defaultEndBehavior: 0
+  hasImportInfo: 0
+  importInfo:
+    importSourceId: 
+    sourceTagName: 
+    isMissingFromSource: 0
+--- !u!114 &11400000
+MonoBehaviour:
+  m_ObjectHideFlags: 0
+  m_CorrespondingSourceObject: {fileID: 0}
+  m_PrefabInstance: {fileID: 0}
+  m_PrefabAsset: {fileID: 0}
+  m_GameObject: {fileID: 0}
+  m_Enabled: 1
+  m_EditorHideFlags: 0
+  m_Script: {fileID: 11500000, guid: 4c9e0458642034545b44454bbadcf059, type: 3}
+  m_Name: PreviewSampleGraph
+  m_EditorClassIdentifier: 
+  id: PreviewSampleGraph
+  displayName: Phase 5 Preview Sample
+  clips:
+  - {fileID: 7935180235754183048}
+  - {fileID: -1587622970102939646}
+  - {fileID: -8424868548565804110}
+  nodes:
+  - internalId: 51000000000000000000000000000001
+    displayName: Finite Action
+    type: 0
+    clipId: PreviewAction
+    hasEndBehaviorOverride: 0
+    endBehaviorOverride: 0
+    hasSpeedOverride: 1
+    speedOverride: 2
+  - internalId: 51000000000000000000000000000002
+    displayName: Finite Empty
+    type: 0
+    clipId: PreviewEmpty
+    hasEndBehaviorOverride: 1
+    endBehaviorOverride: 0
+    hasSpeedOverride: 0
+    speedOverride: 1
+  - internalId: 51000000000000000000000000000003
+    displayName: Loop Intro
+    type: 0
+    clipId: PreviewAction
+    hasEndBehaviorOverride: 0
+    endBehaviorOverride: 0
+    hasSpeedOverride: 0
+    speedOverride: 1
+  - internalId: 51000000000000000000000000000004
+    displayName: Loop Terminal
+    type: 0
+    clipId: PreviewIdle
+    hasEndBehaviorOverride: 1
+    endBehaviorOverride: 1
+    hasSpeedOverride: 0
+    speedOverride: 1
+  - internalId: 51000000000000000000000000000005
+    displayName: Zero Speed Block
+    type: 0
+    clipId: PreviewEmpty
+    hasEndBehaviorOverride: 0
+    endBehaviorOverride: 0
+    hasSpeedOverride: 1
+    speedOverride: 0
+  - internalId: 51000000000000000000000000000006
+    displayName: Clear Terminal
+    type: 0
+    clipId: PreviewAction
+    hasEndBehaviorOverride: 1
+    endBehaviorOverride: 2
+    hasSpeedOverride: 0
+    speedOverride: 1
+  - internalId: 51000000000000000000000000000007
+    displayName: Hide Terminal
+    type: 0
+    clipId: PreviewIdle
+    hasEndBehaviorOverride: 1
+    endBehaviorOverride: 3
+    hasSpeedOverride: 0
+    speedOverride: 1
+  edges:
+  - internalId: 52000000000000000000000000000001
+    fromNodeId: 51000000000000000000000000000001
+    toNodeId: 51000000000000000000000000000002
+    exitName: default
+    condition: 0
+  - internalId: 52000000000000000000000000000002
+    fromNodeId: 51000000000000000000000000000003
+    toNodeId: 51000000000000000000000000000004
+    exitName: default
+    condition: 0
+  flows:
+  - id: PreviewFiniteFlow
+    displayName: Finite Flow
+    entryNodeId: 51000000000000000000000000000001
+    hasEndBehaviorOverride: 0
+    endBehaviorOverride: 0
+  - id: PreviewLoopFlow
+    displayName: Loop Flow
+    entryNodeId: 51000000000000000000000000000003
+    hasEndBehaviorOverride: 0
+    endBehaviorOverride: 0
+  - id: PreviewBlockedFlow
+    displayName: Zero Speed Flow
+    entryNodeId: 51000000000000000000000000000005
+    hasEndBehaviorOverride: 0
+    endBehaviorOverride: 0
+  - id: PreviewClearFlow
+    displayName: Clear Flow
+    entryNodeId: 51000000000000000000000000000006
+    hasEndBehaviorOverride: 0
+    endBehaviorOverride: 0
+  - id: PreviewHideFlow
+    displayName: Hide Flow
+    entryNodeId: 51000000000000000000000000000007
+    hasEndBehaviorOverride: 0
+    endBehaviorOverride: 0
+  importSources: []
+  settings:
+    defaultPlayableId: PreviewFiniteFlow
+    newManualClipDefaultEndBehavior: 0
+  editorData:
+    nodeEditorData:
+    - nodeId: 51000000000000000000000000000001
+      position: {x: 80, y: 80}
+    - nodeId: 51000000000000000000000000000002
+      position: {x: 420, y: 80}
+    - nodeId: 51000000000000000000000000000003
+      position: {x: 80, y: 320}
+    - nodeId: 51000000000000000000000000000004
+      position: {x: 420, y: 320}
+    - nodeId: 51000000000000000000000000000005
+      position: {x: 80, y: 560}
+    - nodeId: 51000000000000000000000000000006
+      position: {x: 420, y: 560}
+    - nodeId: 51000000000000000000000000000007
+      position: {x: 760, y: 560}
+    flowEditorData:
+    - flowId: PreviewFiniteFlow
+      color: {r: 0.25, g: 0.65, b: 0.95, a: 1}
+    - flowId: PreviewLoopFlow
+      color: {r: 0.55, g: 0.4, b: 0.9, a: 1}
+    - flowId: PreviewBlockedFlow
+      color: {r: 0.9, g: 0.55, b: 0.2, a: 1}
+    - flowId: PreviewClearFlow
+      color: {r: 0.3, g: 0.75, b: 0.5, a: 1}
+    - flowId: PreviewHideFlow
+      color: {r: 0.85, g: 0.35, b: 0.45, a: 1}
+--- !u!114 &7935180235754183048
+MonoBehaviour:
+  m_ObjectHideFlags: 0
+  m_CorrespondingSourceObject: {fileID: 0}
+  m_PrefabInstance: {fileID: 0}
+  m_PrefabAsset: {fileID: 0}
+  m_GameObject: {fileID: 0}
+  m_Enabled: 1
+  m_EditorHideFlags: 0
+  m_Script: {fileID: 11500000, guid: 408fe45af4d321848a6c97f0356e8e5c, type: 3}
+  m_Name: PreviewAction
+  m_EditorClassIdentifier: 
+  id: PreviewAction
+  displayName: Preview Action
+  frames:
+  - sprite: {fileID: 8903061336358530087, guid: 4a779c258c48060499e71d5113f0349f, type: 3}
+    durationMs: 100
+    frameName: "\u624B\u63A5\u6811\u53F6\u7279\u5199 0.aseprite"
+    sourceIndex: 0
+  - sprite: {fileID: -6241228139138257646, guid: 4a779c258c48060499e71d5113f0349f, type: 3}
+    durationMs: 160
+    frameName: "\u624B\u63A5\u6811\u53F6\u7279\u5199 1.aseprite"
+    sourceIndex: 1
+  - sprite: {fileID: -7482846556689437635, guid: 4a779c258c48060499e71d5113f0349f, type: 3}
+    durationMs: 220
+    frameName: "\u624B\u63A5\u6811\u53F6\u7279\u5199 10.aseprite"
+    sourceIndex: 2
+  speed: 1
+  defaultEndBehavior: 0
+  hasImportInfo: 0
+  importInfo:
+    importSourceId: 
+    sourceTagName: 
+    isMissingFromSource: 0
diff --git a/Assets/GameContent/Test/FrameAnimation/Preview/PreviewSampleGraph.asset.meta b/Assets/GameContent/Test/FrameAnimation/Preview/PreviewSampleGraph.asset.meta
new file mode 100644
index 000000000..9f10d2813
--- /dev/null
+++ b/Assets/GameContent/Test/FrameAnimation/Preview/PreviewSampleGraph.asset.meta
@@ -0,0 +1,8 @@
+fileFormatVersion: 2
+guid: 746a73865e31b9641af9f7da79134b9e
+NativeFormatImporter:
+  externalObjects: {}
+  mainObjectFileID: 11400000
+  userData: 
+  assetBundleName: 
+  assetBundleVariant: 
diff --git a/Assets/Scripts/FrameAnimation/Runtime/FrameAnimationPlaybackSession.cs b/Assets/Scripts/FrameAnimation/Runtime/FrameAnimationPlaybackSession.cs
index de2e745be..bf095ea26 100644
--- a/Assets/Scripts/FrameAnimation/Runtime/FrameAnimationPlaybackSession.cs
+++ b/Assets/Scripts/FrameAnimation/Runtime/FrameAnimationPlaybackSession.cs
@@ -3,6 +3,42 @@ using UnityEngine;
 
 namespace AibisDream.FrameAnimation
 {
+    internal readonly struct FrameAnimationPlaybackSnapshot
+    {
+        public bool HasStarted { get; }
+        public bool IsCompleted { get; }
+        public int StepIndex { get; }
+        public int FrameIndex { get; }
+        public double FrameElapsedSeconds { get; }
+        public FrameClip Clip { get; }
+        public string NodeId { get; }
+        public Sprite Sprite { get; }
+        public float StepSpeed { get; }
+        public FrameClipEndBehavior EndBehavior { get; }
+
+        internal FrameAnimationPlaybackSnapshot(
+            bool hasStarted,
+            bool isCompleted,
+            int stepIndex,
+            int frameIndex,
+            double frameElapsedSeconds,
+            ResolvedPlaybackStep step)
+        {
+            HasStarted = hasStarted;
+            IsCompleted = isCompleted;
+            StepIndex = stepIndex;
+            FrameIndex = frameIndex;
+            FrameElapsedSeconds = frameElapsedSeconds;
+            Clip = step?.Clip;
+            NodeId = step?.NodeId ?? string.Empty;
+            Sprite = step?.Clip != null && frameIndex >= 0 && frameIndex < step.Clip.FrameCount
+                ? step.Clip.Frames[frameIndex]?.Sprite
+                : null;
+            StepSpeed = step?.PlaybackSpeed ?? 0f;
+            EndBehavior = step?.TerminalEndBehavior ?? FrameClipEndBehavior.HoldLastFrame;
+        }
+    }
+
     internal readonly struct FrameAnimationSessionEvaluation
     {
         public static FrameAnimationSessionEvaluation Running =>
@@ -55,9 +91,17 @@ namespace AibisDream.FrameAnimation
 
         public string PlayableId => plan.PlayableId;
         public string CurrentClipId => CurrentStep?.Clip != null ? CurrentStep.Clip.Id : string.Empty;
-        public string CurrentNodeId => plan.IsFlow && CurrentStep != null ? CurrentStep.NodeId : string.Empty;
+        public string CurrentNodeId => CurrentStep?.NodeId ?? string.Empty;
         public int CurrentFrameIndex => hasStarted && !hasCompleted ? frameIndex : -1;
         public FrameClip CurrentClip => CurrentStep?.Clip;
+        internal FrameAnimationPlaybackSnapshot Snapshot =>
+            new FrameAnimationPlaybackSnapshot(
+                hasStarted,
+                hasCompleted,
+                stepIndex,
+                hasStarted ? frameIndex : -1,
+                frameElapsedSeconds,
+                CurrentStep);
 
         private ResolvedPlaybackStep CurrentStep =>
             stepIndex >= 0 && stepIndex < plan.Steps.Count ? plan.Steps[stepIndex] : null;
@@ -81,6 +125,24 @@ namespace AibisDream.FrameAnimation
             ApplyCurrentFrame(applySprite);
         }
 
+        internal void Restart(Action<Sprite> applySprite)
+        {
+            hasStarted = true;
+            hasCompleted = false;
+            stepIndex = 0;
+            frameIndex = 0;
+            frameElapsedSeconds = 0d;
+            ApplyCurrentFrame(applySprite);
+        }
+
+        internal FrameAnimationSessionEvaluation Seek(double realSeconds, Action<Sprite> applySprite)
+        {
+            Restart(applySprite);
+            return realSeconds <= 0d
+                ? FrameAnimationSessionEvaluation.Running
+                : Evaluate(realSeconds, 1f, applySprite);
+        }
+
         public FrameAnimationSessionEvaluation Evaluate(
             double deltaTimeSeconds,
             float playerSpeed,
diff --git a/Assets/Scripts/FrameAnimation/Runtime/FrameAnimationResolver.cs b/Assets/Scripts/FrameAnimation/Runtime/FrameAnimationResolver.cs
index 1fb36f5ca..b41573ef2 100644
--- a/Assets/Scripts/FrameAnimation/Runtime/FrameAnimationResolver.cs
+++ b/Assets/Scripts/FrameAnimation/Runtime/FrameAnimationResolver.cs
@@ -39,6 +39,59 @@ namespace AibisDream.FrameAnimation
 
     internal static class FrameAnimationResolver
     {
+        internal static bool TryResolveNode(
+            FrameAnimationGraph graph,
+            AnimationNode node,
+            out ResolvedPlaybackPlan plan,
+            out FrameAnimationPlaybackError error)
+        {
+            plan = null;
+            error = FrameAnimationPlaybackError.None;
+            if (graph == null)
+            {
+                error = Error(FrameAnimationPlaybackErrorCode.GraphMissing, "FrameAnimationGraph 为空。");
+                return false;
+            }
+            if (node == null || !graph.Nodes.Contains(node) || node.Type != AnimationNodeType.Clip)
+            {
+                error = Error(FrameAnimationPlaybackErrorCode.InvalidPlayableData, "AnimationNode 不属于当前 Graph 或类型无效。");
+                return false;
+            }
+
+            var clips = graph.Clips.Where(clip => clip != null && clip.Id == node.ClipId).ToArray();
+            if (clips.Length != 1)
+            {
+                error = Error(
+                    FrameAnimationPlaybackErrorCode.InvalidPlayableData,
+                    $"Node '{node.InternalId}' 的 clipId '{node.ClipId}' 不存在或不唯一。");
+                return false;
+            }
+            var clip = clips[0];
+            if (!TryValidateClip(clip, out error))
+            {
+                return false;
+            }
+            var speed = node.SpeedOverride ?? clip.Speed;
+            if (!FrameAnimationValueUtility.IsValidSpeed(speed))
+            {
+                error = Error(FrameAnimationPlaybackErrorCode.InvalidSpeed, $"Node '{node.InternalId}' 的有效速度无效。");
+                return false;
+            }
+
+            plan = new ResolvedPlaybackPlan(
+                node.InternalId,
+                false,
+                new[]
+                {
+                    new ResolvedPlaybackStep(
+                        clip,
+                        node.InternalId,
+                        speed,
+                        node.EndBehaviorOverride ?? clip.DefaultEndBehavior)
+                });
+            return true;
+        }
+
         public static bool TryResolve(
             FrameAnimationGraph graph,
             string playableId,
diff --git a/Assets/Tests/FrameAnimation/EditMode/FrameAnimationGraphAuthoringTests.cs b/Assets/Tests/FrameAnimation/EditMode/FrameAnimationGraphAuthoringTests.cs
index 0365c3e76..360c5a07a 100644
--- a/Assets/Tests/FrameAnimation/EditMode/FrameAnimationGraphAuthoringTests.cs
+++ b/Assets/Tests/FrameAnimation/EditMode/FrameAnimationGraphAuthoringTests.cs
@@ -3,6 +3,7 @@ using System.Linq;
 using AibisDream.FrameAnimation.Editor;
 using NUnit.Framework;
 using UnityEngine;
+using UnityEngine.UIElements;
 
 namespace AibisDream.FrameAnimation.Tests.EditMode
 {
@@ -176,6 +177,139 @@ namespace AibisDream.FrameAnimation.Tests.EditMode
             Assert.That(graph.Edges.Single().InternalId, Is.EqualTo("stable-edge"));
         }
 
+        [Test]
+        public void FlowFocusPolicy_ExitsOnlyWhenSelectionLeavesFocusedFlowContext()
+        {
+            var entry = AddNode("entry");
+            var reachable = AddNode("reachable");
+            var outside = AddNode("outside");
+            var edge = new AnimationEdge(entry.InternalId, reachable.InternalId, "focused-edge");
+            graph.AddEdge(edge);
+            var flow = new AnimationFlow("FocusFlow", "Focus Flow", entry.InternalId);
+            graph.AddFlow(flow);
+
+            Assert.That(FrameAnimationFlowFocusPolicy.ShouldExitForSelection(
+                graph, flow.Id, Select(FrameAnimationEditorSelectionKind.Node, entry)), Is.False);
+            Assert.That(FrameAnimationFlowFocusPolicy.ShouldExitForSelection(
+                graph, flow.Id, Select(FrameAnimationEditorSelectionKind.Node, reachable)), Is.False);
+            Assert.That(FrameAnimationFlowFocusPolicy.ShouldExitForSelection(
+                graph, flow.Id, Select(FrameAnimationEditorSelectionKind.Edge, edge)), Is.False);
+            Assert.That(FrameAnimationFlowFocusPolicy.ShouldExitForSelection(
+                graph, flow.Id, Select(FrameAnimationEditorSelectionKind.Node, outside)), Is.True);
+            Assert.That(FrameAnimationFlowFocusPolicy.ShouldExitForSelection(
+                graph, flow.Id, Select(FrameAnimationEditorSelectionKind.Graph, graph)), Is.True);
+            Assert.That(FrameAnimationFlowFocusPolicy.ShouldExitForSelection(
+                graph, flow.Id, Select(FrameAnimationEditorSelectionKind.Clip, clip)), Is.True);
+            Assert.That(FrameAnimationFlowFocusPolicy.ShouldExitForSelection(
+                graph, flow.Id, Select(FrameAnimationEditorSelectionKind.Source, null)), Is.True);
+            Assert.That(FrameAnimationFlowFocusPolicy.ShouldExitForSelection(
+                graph, flow.Id, Select(FrameAnimationEditorSelectionKind.Flow, flow)), Is.False);
+            Assert.That(FrameAnimationFlowFocusPolicy.ShouldExitForSelection(
+                graph, flow.Id, default), Is.False);
+        }
+
+        [Test]
+        public void FlowFocusPolicy_MixedSelectionExits_AndTopologyExpansionBecomesReachable()
+        {
+            var entry = AddNode("entry");
+            var inside = AddNode("inside");
+            var outside = AddNode("outside");
+            graph.AddEdge(new AnimationEdge(entry.InternalId, inside.InternalId));
+            var flow = new AnimationFlow("FocusFlow", "Focus Flow", entry.InternalId);
+            graph.AddFlow(flow);
+
+            Assert.That(FrameAnimationFlowFocusPolicy.ShouldExitForSelectionSet(graph, flow.Id, new[]
+            {
+                Select(FrameAnimationEditorSelectionKind.Node, entry),
+                Select(FrameAnimationEditorSelectionKind.Node, inside)
+            }), Is.False);
+            Assert.That(FrameAnimationFlowFocusPolicy.ShouldExitForSelectionSet(graph, flow.Id, new[]
+            {
+                Select(FrameAnimationEditorSelectionKind.Node, inside),
+                Select(FrameAnimationEditorSelectionKind.Node, outside)
+            }), Is.True);
+
+            graph.AddEdge(new AnimationEdge(inside.InternalId, outside.InternalId));
+            Assert.That(FrameAnimationFlowFocusPolicy.Contains(
+                graph, flow.Id, Select(FrameAnimationEditorSelectionKind.Node, outside)), Is.True);
+        }
+
+        [Test]
+        public void GraphViewFocus_DimsOutsideElements_AndBindDoesNotEmitSelectionChanges()
+        {
+            var entry = AddNode("entry");
+            var inside = AddNode("inside");
+            var outside = AddNode("outside");
+            var outsideTail = AddNode("outside-tail");
+            var edge = new AnimationEdge(entry.InternalId, inside.InternalId, "inside-edge");
+            var outsideEdge = new AnimationEdge(outside.InternalId, outsideTail.InternalId, "outside-edge");
+            graph.AddEdge(edge);
+            graph.AddEdge(outsideEdge);
+            var flow = new AnimationFlow("FocusFlow", "Focus Flow", entry.InternalId);
+            graph.AddFlow(flow);
+            var view = new FrameAnimationGraphView();
+            var selectionNotifications = 0;
+            view.SelectionSetChanged += _ => selectionNotifications++;
+
+            view.Bind(graph, Array.Empty<FrameAnimationEditorIssue>(), flow.Id);
+            var nodes = view.Query<FrameAnimationClipNodeView>().ToList()
+                .ToDictionary(nodeView => nodeView.Data.InternalId);
+            var edges = view.Query<FrameAnimationEdgeView>().ToList()
+                .ToDictionary(edgeView => edgeView.Data.InternalId);
+
+            Assert.That(nodes[entry.InternalId].style.opacity.value, Is.EqualTo(1f));
+            Assert.That(nodes[inside.InternalId].style.opacity.value, Is.EqualTo(1f));
+            Assert.That(nodes[outside.InternalId].style.opacity.value, Is.EqualTo(0.45f));
+            Assert.That(edges[edge.InternalId].style.opacity.value, Is.EqualTo(1f));
+            Assert.That(edges[outsideEdge.InternalId].style.opacity.value, Is.EqualTo(0.30f));
+            Assert.That(selectionNotifications, Is.Zero);
+
+            view.AddToSelection(nodes[entry.InternalId]);
+            selectionNotifications = 0;
+            view.Bind(graph, Array.Empty<FrameAnimationEditorIssue>(), flow.Id);
+            Assert.That(selectionNotifications, Is.Zero);
+
+            var exitRequests = 0;
+            view.ExitFocusRequested += () => exitRequests++;
+            Assert.That(view.TryHandleFocusExitShortcut(KeyCode.Escape, false), Is.True);
+            Assert.That(exitRequests, Is.EqualTo(1));
+            Assert.That(view.TryHandleFocusExitShortcut(KeyCode.Escape, true), Is.False);
+            view.SetFocusedFlow(string.Empty);
+            Assert.That(view.TryHandleFocusExitShortcut(KeyCode.Escape, false), Is.False);
+        }
+
+        [Test]
+        public void GraphView_NodeCreatedEventFiresOnlyAfterSuccessfulCreation()
+        {
+            var view = new FrameAnimationGraphView();
+            view.Bind(graph, Array.Empty<FrameAnimationEditorIssue>(), string.Empty);
+            var created = 0;
+            view.NodeCreated += _ => created++;
+
+            view.CreateNode(clip, new Vector2(15f, 25f));
+            Assert.That(created, Is.EqualTo(1));
+
+            var foreignClip = ScriptableObject.CreateInstance<FrameClip>();
+            try
+            {
+                foreignClip.Configure("Foreign", "Foreign", Array.Empty<FrameAnimationFrame>(), 1f,
+                    FrameClipEndBehavior.HoldLastFrame);
+                view.CreateNode(foreignClip, Vector2.zero);
+                Assert.That(created, Is.EqualTo(1));
+            }
+            finally
+            {
+                UnityEngine.Object.DestroyImmediate(foreignClip);
+            }
+        }
+
+        private static FrameAnimationEditorSelection Select(
+            FrameAnimationEditorSelectionKind kind,
+            object value)
+        {
+            return new FrameAnimationEditorSelection(kind, value);
+        }
+
         private AnimationNode AddNode(string id, string displayName = null)
         {
             var node = new AnimationNode(clip.Id, displayName ?? id, internalId: id);
diff --git a/Assets/Tests/FrameAnimation/EditMode/FrameAnimationPreviewTests.cs b/Assets/Tests/FrameAnimation/EditMode/FrameAnimationPreviewTests.cs
new file mode 100644
index 000000000..f18bc8302
--- /dev/null
+++ b/Assets/Tests/FrameAnimation/EditMode/FrameAnimationPreviewTests.cs
@@ -0,0 +1,248 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Reflection;
+using AibisDream.FrameAnimation.Editor;
+using NUnit.Framework;
+using UnityEditor;
+using UnityEngine;
+using UnityEngine.UIElements;
+
+namespace AibisDream.FrameAnimation.Tests.EditMode
+{
+    public sealed class FrameAnimationPreviewTests
+    {
+        private readonly List<UnityEngine.Object> objects = new List<UnityEngine.Object>();
+
+        [TearDown]
+        public void TearDown()
+        {
+            foreach (var item in objects.Where(item => item != null))
+            {
+                UnityEngine.Object.DestroyImmediate(item);
+            }
+            objects.Clear();
+        }
+
+        [Test]
+        public void SessionSnapshotAndSeek_UseTheRuntimeEvaluator()
+        {
+            var clip = Clip("Clip", 2f, FrameClipEndBehavior.HoldLastFrame, 100, 200, 300);
+            var graph = Graph(new[] { clip }, Array.Empty<AnimationNode>(), Array.Empty<AnimationEdge>(),
+                Array.Empty<AnimationFlow>());
+            Assert.That(FrameAnimationResolver.TryResolve(graph, clip.Id, default, out var plan, out _), Is.True);
+            var session = new FrameAnimationPlaybackSession(plan);
+            session.Start(_ => { });
+
+            session.Seek(0.075d, _ => { });
+
+            Assert.That(session.Snapshot.StepIndex, Is.EqualTo(0));
+            Assert.That(session.Snapshot.FrameIndex, Is.EqualTo(1));
+            Assert.That(session.Snapshot.FrameElapsedSeconds, Is.EqualTo(0.05d).Within(0.000001d));
+            Assert.That(session.Snapshot.StepSpeed, Is.EqualTo(2f));
+        }
+
+        [Test]
+        public void NodeResolver_AppliesNodeOverridesWithoutChangingClip()
+        {
+            var clip = Clip("Clip", 0.5f, FrameClipEndBehavior.HoldLastFrame, 100);
+            var node = new AnimationNode(clip.Id, speedOverride: 3f,
+                endBehaviorOverride: FrameClipEndBehavior.HideTarget);
+            var graph = Graph(new[] { clip }, new[] { node }, Array.Empty<AnimationEdge>(),
+                Array.Empty<AnimationFlow>());
+
+            Assert.That(FrameAnimationResolver.TryResolveNode(graph, node, out var plan, out var error),
+                Is.True, error.ToString());
+            Assert.That(plan.Steps.Single().PlaybackSpeed, Is.EqualTo(3f));
+            Assert.That(plan.Steps.Single().TerminalEndBehavior, Is.EqualTo(FrameClipEndBehavior.HideTarget));
+            Assert.That(plan.Steps.Single().NodeId, Is.EqualTo(node.InternalId));
+            Assert.That(clip.Speed, Is.EqualTo(0.5f));
+        }
+
+        [Test]
+        public void Timeline_FlattensFlowUsingEffectiveStepDurations()
+        {
+            var first = Clip("First", 1f, FrameClipEndBehavior.HoldLastFrame, 100, 100);
+            var second = Clip("Second", 1f, FrameClipEndBehavior.HoldLastFrame, 300);
+            var firstNode = new AnimationNode(first.Id, speedOverride: 2f);
+            var secondNode = new AnimationNode(second.Id, speedOverride: 0.5f);
+            var edge = new AnimationEdge(firstNode.InternalId, secondNode.InternalId);
+            var flow = new AnimationFlow("Flow", "Flow", firstNode.InternalId);
+            var graph = Graph(new[] { first, second }, new[] { firstNode, secondNode }, new[] { edge }, new[] { flow });
+            Assert.That(FrameAnimationResolver.TryResolve(graph, flow.Id, default, out var plan, out _), Is.True);
+
+            var timeline = new FrameAnimationPreviewTimeline(plan);
+
+            Assert.That(timeline.Segments.Count, Is.EqualTo(3));
+            Assert.That(timeline.Segments[2].NodeId, Is.EqualTo(secondNode.InternalId));
+            Assert.That(timeline.Segments[2].StartSeconds, Is.EqualTo(0.1d).Within(0.000001d));
+            Assert.That(timeline.DisplayDurationSeconds, Is.EqualTo(0.7d).Within(0.000001d));
+            Assert.That(timeline.IsInfinite, Is.False);
+        }
+
+        [Test]
+        public void Timeline_LoopUsesOneCycle_AndZeroSpeedStopsReachability()
+        {
+            var loopClip = Clip("Loop", 1f, FrameClipEndBehavior.Loop, 100, 200);
+            var loopNode = new AnimationNode(loopClip.Id, endBehaviorOverride: FrameClipEndBehavior.Loop);
+            var loopFlow = new AnimationFlow("LoopFlow", "Loop", loopNode.InternalId);
+            var loopGraph = Graph(new[] { loopClip }, new[] { loopNode }, Array.Empty<AnimationEdge>(), new[] { loopFlow });
+            FrameAnimationResolver.TryResolve(loopGraph, loopFlow.Id, default, out var loopPlan, out _);
+            var loopTimeline = new FrameAnimationPreviewTimeline(loopPlan);
+
+            Assert.That(loopTimeline.IsInfinite, Is.True);
+            Assert.That(loopTimeline.Segments.Count, Is.EqualTo(2));
+            Assert.That(loopTimeline.DisplayDurationSeconds, Is.EqualTo(0.3d).Within(0.000001d));
+
+            var blockedClip = Clip("Blocked", 1f, FrameClipEndBehavior.HoldLastFrame, 100, 100);
+            var blockedNode = new AnimationNode(blockedClip.Id, speedOverride: 0f);
+            var blockedGraph = Graph(new[] { blockedClip }, new[] { blockedNode }, Array.Empty<AnimationEdge>(),
+                Array.Empty<AnimationFlow>());
+            FrameAnimationResolver.TryResolveNode(blockedGraph, blockedNode, out var blockedPlan, out _);
+            var blockedTimeline = new FrameAnimationPreviewTimeline(blockedPlan);
+
+            Assert.That(blockedTimeline.IsBlocked, Is.True);
+            Assert.That(blockedTimeline.IsInfinite, Is.True);
+            Assert.That(blockedTimeline.Segments.Count, Is.EqualTo(1));
+            Assert.That(blockedTimeline.Segments[0].IsBlocked, Is.True);
+        }
+
+        [Test]
+        public void Coordinator_FlowPreviewCrossesNodesAndRestoresAutomaticPolicyOnStop()
+        {
+            var first = Clip("First", 1f, FrameClipEndBehavior.HoldLastFrame, 100);
+            var second = Clip("Second", 1f, FrameClipEndBehavior.Loop, 100);
+            var firstNode = new AnimationNode(first.Id);
+            var secondNode = new AnimationNode(second.Id, endBehaviorOverride: FrameClipEndBehavior.Loop);
+            var edge = new AnimationEdge(firstNode.InternalId, secondNode.InternalId);
+            var flow = new AnimationFlow("Flow", "Flow", firstNode.InternalId);
+            var graph = Graph(new[] { first, second }, new[] { firstNode, secondNode }, new[] { edge }, new[] { flow });
+            var coordinator = new FrameAnimationPreviewCoordinator();
+            coordinator.SetGraph(graph);
+            coordinator.SetTarget(FrameAnimationPreviewTargetKind.Flow, flow);
+
+            coordinator.Play();
+            coordinator.Tick(0.1d, graph.Nodes);
+
+            Assert.That(coordinator.IsFlowPreview, Is.True);
+            Assert.That(coordinator.Snapshot.NodeId, Is.EqualTo(secondNode.InternalId));
+            Assert.That(coordinator.GetNodeDisplay(firstNode).FlowState, Is.EqualTo(FrameAnimationFlowElementState.Passed));
+            Assert.That(coordinator.GetNodeDisplay(secondNode).FlowState, Is.EqualTo(FrameAnimationFlowElementState.Current));
+
+            coordinator.Stop();
+            Assert.That(coordinator.IsFlowPreview, Is.False);
+            Assert.That(coordinator.NodePolicy, Is.EqualTo(NodePreviewPolicy.SelectedOnly));
+        }
+
+        [Test]
+        public void Coordinator_FlowSeekAndStepCrossNodeBoundaries()
+        {
+            var first = Clip("First", 1f, FrameClipEndBehavior.HoldLastFrame, 100);
+            var second = Clip("Second", 1f, FrameClipEndBehavior.HoldLastFrame, 200, 200);
+            var firstNode = new AnimationNode(first.Id);
+            var secondNode = new AnimationNode(second.Id);
+            var flow = new AnimationFlow("Flow", "Flow", firstNode.InternalId);
+            var graph = Graph(new[] { first, second }, new[] { firstNode, secondNode },
+                new[] { new AnimationEdge(firstNode.InternalId, secondNode.InternalId) }, new[] { flow });
+            var coordinator = new FrameAnimationPreviewCoordinator();
+            coordinator.SetGraph(graph);
+            coordinator.SetTarget(FrameAnimationPreviewTargetKind.Flow, flow);
+
+            coordinator.Seek(0.1d);
+            Assert.That(coordinator.Snapshot.NodeId, Is.EqualTo(secondNode.InternalId));
+            Assert.That(coordinator.Snapshot.FrameIndex, Is.EqualTo(0));
+            coordinator.Step(1);
+            Assert.That(coordinator.Snapshot.NodeId, Is.EqualTo(secondNode.InternalId));
+            Assert.That(coordinator.Snapshot.FrameIndex, Is.EqualTo(1));
+            coordinator.Step(-1);
+            Assert.That(coordinator.Snapshot.FrameIndex, Is.EqualTo(0));
+        }
+
+        [Test]
+        public void GraphViewPreview_RendersOnePreviewPerNodeWithoutMutatingGraph()
+        {
+            var clip = Clip("Clip", 1f, FrameClipEndBehavior.Loop, 100);
+            var first = new AnimationNode(clip.Id);
+            var second = new AnimationNode(clip.Id);
+            var graph = Graph(new[] { clip }, new[] { first, second }, Array.Empty<AnimationEdge>(),
+                Array.Empty<AnimationFlow>());
+            var before = JsonUtility.ToJson(graph);
+            var view = new FrameAnimationGraphView();
+            view.Bind(graph, Array.Empty<FrameAnimationEditorIssue>(), string.Empty);
+            var coordinator = new FrameAnimationPreviewCoordinator();
+            coordinator.SetGraph(graph);
+            coordinator.SetNodePolicy(NodePreviewPolicy.AllVisible);
+
+            view.ApplyPreview(coordinator);
+
+            Assert.That(view.Query<FrameAnimationPreviewElement>().ToList().Count, Is.EqualTo(2));
+            Assert.That(JsonUtility.ToJson(graph), Is.EqualTo(before));
+        }
+
+        [Test]
+        public void PreviewSample_IsIsolatedAndStructurallyPlayable()
+        {
+            var sample = AssetDatabase.LoadAssetAtPath<FrameAnimationGraph>(
+                "Assets/GameContent/Test/FrameAnimation/Preview/PreviewSampleGraph.asset");
+
+            Assert.That(sample, Is.Not.Null);
+            Assert.That(sample.Clips.Count, Is.EqualTo(3));
+            Assert.That(sample.Flows.Count, Is.EqualTo(5));
+            Assert.That(sample.Clips.Any(item => item.Frames.Any(frame => frame.Sprite == null)), Is.True);
+            foreach (var flow in sample.Flows)
+            {
+                Assert.That(FrameAnimationResolver.TryResolve(sample, flow.Id, default, out _, out var error),
+                    Is.True, error.ToString());
+            }
+        }
+
+        [Test]
+        public void Workbench_CreateGUIBuildsSharedAndClipPreviewElements()
+        {
+            var sample = AssetDatabase.LoadAssetAtPath<FrameAnimationGraph>(
+                "Assets/GameContent/Test/FrameAnimation/Preview/PreviewSampleGraph.asset");
+            var window = ScriptableObject.CreateInstance<FrameAnimationGraphEditorWindow>();
+            try
+            {
+                typeof(FrameAnimationGraphEditorWindow).GetField("graph",
+                    BindingFlags.Instance | BindingFlags.NonPublic)?.SetValue(window, sample);
+                typeof(FrameAnimationGraphEditorWindow).GetMethod("CreateGUI",
+                    BindingFlags.Instance | BindingFlags.NonPublic)?.Invoke(window, null);
+
+                Assert.That(window.rootVisualElement.Query<FrameAnimationPreviewElement>().ToList().Count,
+                    Is.GreaterThanOrEqualTo(1));
+                Assert.That(window.rootVisualElement.Query<Slider>().ToList().Count,
+                    Is.GreaterThanOrEqualTo(2));
+            }
+            finally
+            {
+                UnityEngine.Object.DestroyImmediate(window);
+            }
+        }
+
+        private FrameClip Clip(string id, float speed, FrameClipEndBehavior end, params int[] durations)
+        {
+            var clip = Track(ScriptableObject.CreateInstance<FrameClip>());
+            clip.Configure(id, id, durations.Select((duration, index) =>
+                new FrameAnimationFrame(null, duration, $"frame_{index}", index)), speed, end);
+            return clip;
+        }
+
+        private FrameAnimationGraph Graph(
+            IEnumerable<FrameClip> clips,
+            IEnumerable<AnimationNode> nodes,
+            IEnumerable<AnimationEdge> edges,
+            IEnumerable<AnimationFlow> flows)
+        {
+            var graph = Track(ScriptableObject.CreateInstance<FrameAnimationGraph>());
+            graph.Configure("Graph", "Graph", clips, nodes, edges, flows, string.Empty);
+            return graph;
+        }
+
+        private T Track<T>(T value) where T : UnityEngine.Object
+        {
+            objects.Add(value);
+            return value;
+        }
+    }
+}
diff --git a/Assets/Tests/FrameAnimation/EditMode/FrameAnimationPreviewTests.cs.meta b/Assets/Tests/FrameAnimation/EditMode/FrameAnimationPreviewTests.cs.meta
new file mode 100644
index 000000000..67ffa4c40
--- /dev/null
+++ b/Assets/Tests/FrameAnimation/EditMode/FrameAnimationPreviewTests.cs.meta
@@ -0,0 +1,2 @@
+fileFormatVersion: 2
+guid: be46a724d02949ef842fdcf646c65e76
diff --git a/Docs/帧动画系统第五阶段手动测试.md b/Docs/帧动画系统第五阶段手动测试.md
new file mode 100644
index 000000000..bf9c9e426
--- /dev/null
+++ b/Docs/帧动画系统第五阶段手动测试.md
@@ -0,0 +1,79 @@
+# 帧动画系统第五阶段手动测试
+
+## 1. 测试准备
+
+1. 在 Unity 执行 `Tools > Frame Animation > Create Phase 5 Preview Sample`。
+2. 打开 `Assets/GameContent/Test/FrameAnimation/Preview/PreviewSampleGraph.asset`。
+3. 确认通过 Inspector 的 `Open Graph Editor` 进入工作台。
+4. 首次测试前将 Node Preview Policy 设为 `SelectedOnly`、速度设为 `1×`、背景设为 `Checkerboard`。
+
+样例构建器只在资产不存在时创建，不会覆盖已经存在的 Preview Sample 或其他测试 Graph。
+
+## 2. Clip 独立预览
+
+依次选中 `PreviewAction`、`PreviewEmpty` 和 `PreviewIdle`。
+
+- 右侧显示 Clip Preview，顶部与右侧的 Play/Pause、Stop、Restart、Previous、Next 和时间轴保持同步。
+- Pause 保留当前帧；Stop 回到实际第 0 帧；Restart 从第 0 帧开始播放。
+- 拖动时间轴后保持 Paused，Previous/Next 定位到帧边界。
+- `PreviewEmpty` 的空帧显示棋盘格并停留约 300 ms，不跳帧。
+- `PreviewIdle` 展示一轮时间轴，总时长显示 `∞`，播放时持续循环。
+- 切换 Dark、Light、Checkerboard 后画面背景立即更新，Graph 和 Clip 不变 dirty。
+- 测试 Fit、1×、2×、3×、4×、8× 和 Manual；非 Fit 放大后可拖动画面。
+
+## 3. Node 内嵌预览策略
+
+1. 选择 `Finite Action` Node。
+2. 在 `SelectedOnly` 下确认只有主选中 Node 自动播放。
+3. 点击 Stop，确认该 Node 停在第 0 帧且不会立即自动重启；重新选择或点击 Play 后恢复。
+4. 切换 `Static`，确认所有 Node 显示第一个非空代表帧，选中 Node 仍可使用顶部控制器手动播放。
+5. 切换 `AllVisible`，确认视口内 Node 播放；平移使 Node 离开视口后停止更新，移回后重新开始。
+6. 框选多个 Node，确认只有主选中 Node成为顶部上下文目标。
+
+## 4. 有限 Flow 与跨节点时间轴
+
+1. 在 Flows 选择 `PreviewFiniteFlow` 并播放。
+2. 确认画布当前 Node、已经过路径和后续路径状态不同。
+3. 播放跨过 `Finite Action -> Finite Empty` 时，当前 Node 和 Clip 信息随之切换。
+4. 拖动顶部时间轴跨越节点边界，确认对应 Node 与内嵌 Sprite 同步定位。
+5. Previous/Next 可以跨节点逐帧。
+6. 播放自然结束后保留终点末帧；Stop 回到入口第 0 帧。
+
+## 5. Loop、零速与结束行为
+
+- `PreviewLoopFlow`：时间轴显示前缀加终点一轮，总时长为 `∞`；进入终点后进度只在终点循环段内循环。
+- `PreviewBlockedFlow`：显示零速度阻塞位置，播放状态保持但不推进，时间轴不能越过阻塞点。
+- `PreviewClearFlow`：自然结束后显示透明棋盘格并标记 Clear。
+- `PreviewHideFlow`：自然结束后同样显示透明内容，但状态标记为 HideTarget。
+- 将预览速度依次设为 `0.25× / 0.5× / 1× / 2× / 4×`，确认只改变播放快慢，不改变时间轴总长度。
+
+## 6. Flow 预览与聚焦
+
+1. 播放任意 Flow，按 Esc 或点击 Exit Focus。
+2. 确认全部节点恢复正常亮度，但 Flow 预览继续运行。
+3. 选择当前 Flow 内 Node/Edge，确认 Flow 继续播放且顶部仍显示 Flow 目标。
+4. 选择 Flow 外 Node、Graph、Clip、Source 或其他 Flow，确认当前 Flow 预览停止并切换上下文。
+5. 停止 Flow 后确认原 NodePreviewPolicy 恢复。
+
+## 7. 修改、刷新与错误
+
+- 播放 Clip/Node 时修改 Sprite、duration、speed 或结束行为，确认预览重建且不使用旧帧引用。
+- 播放 Flow 时修改入口、Edge 或 Node Clip，确认 Flow 安全停止，重新 Play 后使用新路径。
+- Preview/Refresh ImportSource 后确认活动预览失效并可使用刷新后的 Sprite 重新播放。
+- 空 Clip、Missing Clip、负速度和非法 Flow 显示结构化错误，不抛异常、不修改资产。
+- 预览期间观察 dirty 状态和 Undo 历史，确认单纯播放、拖动与缩放不产生资产修改。
+
+## 8. 工作区恢复
+
+1. 修改左右宽度、底部高度、搜索、筛选、排序、选择、画布 pan/zoom 和预览偏好。
+2. 切换到其他 Graph 再切回，确认各 Graph 状态独立恢复。
+3. 关闭并重新打开窗口，确认状态恢复。
+4. 触发脚本重编译或 Domain Reload，确认状态恢复但播放进度不恢复。
+5. 确认 Flow 聚焦始终从 Show All 开始，不恢复旧 focusedFlowId。
+
+## 9. 第一版完整回归
+
+- 按第一至第四阶段文档回归资产管理、导入刷新、节点编排、Flow 聚焦、Undo/Redo 和运行时播放。
+- 在 `FrameAnimationRuntimeTest.unity` 验证 SpriteRenderer 与 Image 运行时结果和编辑器预览一致。
+- 运行 EditMode、PlayMode、批处理编译和 `git diff --check`。
+- 对照 `Docs/动画系统需求整理.md` 第 9 节逐项确认第一版验收标准。
diff --git a/Docs/帧动画系统第五阶段手动测试.md.meta b/Docs/帧动画系统第五阶段手动测试.md.meta
new file mode 100644
index 000000000..1065500f0
--- /dev/null
+++ b/Docs/帧动画系统第五阶段手动测试.md.meta
@@ -0,0 +1,7 @@
+fileFormatVersion: 2
+guid: b55da2d28f414fd8b0331cafc070d8d1
+TextScriptImporter:
+  externalObjects: {}
+  userData: 
+  assetBundleName: 
+  assetBundleVariant: 
diff --git a/Docs/帧动画系统第四阶段手动测试.md b/Docs/帧动画系统第四阶段手动测试.md
index 960c168ba..096d3a040 100644
--- a/Docs/帧动画系统第四阶段手动测试.md
+++ b/Docs/帧动画系统第四阶段手动测试.md
@@ -95,11 +95,14 @@
 
 ### 6.3 聚焦与共享节点
 
-1. 从 Flow 下拉分别选择两个样例 Flow。
-2. 点击 `Frame Flow`。
-3. 点击 `Show All`。
+1. 从左侧或 Flow 下拉分别选择两个样例 Flow。
+2. 检查工具栏显示 `Focused: <Flow>` 和 `Exit Focus`，点击 `Frame Flow`。
+3. 选择当前 Flow 内的 Node/Edge，再选择当前 Flow 外的 Node/Edge。
+4. 重新进入聚焦后，从 Flows 页切换到 Clips 或 Sources 页。
+5. 重新进入聚焦后，成功拖入或右键创建一个 Node。
+6. 分别使用 `Exit Focus`、`Show All`、下拉框 `Show All` 和画布获得焦点后的 `Esc` 退出。
 
-预期：聚焦时仍保留全部节点和 Edge，只降低无关元素透明度；共享节点在两个 Flow 中均正常高亮；`Frame Flow` 框住当前可达节点；`Show All` 恢复全部显示。
+预期：聚焦时仍保留全部节点和 Edge，只适度降低无关元素透明度；共享节点在两个 Flow 中均正常高亮；Flow 内选择保持聚焦，范围外选择、离开 Flows 资源上下文和成功创建 Node 自动退出；四种主动退出方式都恢复全部亮度，其中 `Show All` 还会框住全部元素。
 
 ## 7. 选择与问题定位
 
@@ -152,7 +155,7 @@
 3. 点击 `Save`，关闭窗口并重新打开。
 4. 触发脚本重新编译或 Domain Reload。
 
-预期：每个具名事务完整恢复；不会出现只有画布变化而数据未恢复的情况；internalId、Edge、Flow 入口和节点位置稳定；当前 Flow 聚焦和有效 Node/Edge 选择尽量恢复；失效选择会自动清理。
+预期：每个具名事务完整恢复；不会出现只有画布变化而数据未恢复的情况；internalId、Edge、Flow 入口和节点位置稳定；同一窗口会话内的有效 Flow 聚焦在 Undo/Redo 后重新计算，失效聚焦自动退出；窗口重开或 Domain Reload 后始终为 `Show All`，不会恢复旧聚焦。
 
 ## 11. 综合校验