Show field-level inspection details

TornadoAce_CJOnStyle/Domain/VerificationModels.cs

@@ -1,10 +1,32 @@
 namespace TornadoAce_CJOnStyle.Domain
 {
+    public sealed record InspectionFieldResult(
+        string CueSheetField,
+        string SceneObjectName,
+        string ExpectedText,
+        string ActualText,
+        double MatchRate,
+        string Severity,
+        string Decision);
+
     public sealed record InspectionResult(
         string CueSheetId,
         string ProgramTitle,
         string SceneName,
         double MatchRate,
         string Severity,
-        string Decision);
+        string Decision,
+        IReadOnlyList<InspectionFieldResult> FieldResults)
+    {
+        public InspectionResult(
+            string cueSheetId,
+            string programTitle,
+            string sceneName,
+            double matchRate,
+            string severity,
+            string decision)
+            : this(cueSheetId, programTitle, sceneName, matchRate, severity, decision, [])
+        {
+        }
+    }
 }

TornadoAce_CJOnStyle/Services/PocAutomationEngine.cs

@@ -44,18 +44,28 @@ namespace TornadoAce_CJOnStyle.Services
         private InspectionResult Inspect(CueSheetRecord cueSheet, SceneDataSnapshot snapshot, SceneTemplateDefinition template)
         {
             var expectedObjects = BuildVisibleTextObjects(cueSheet, template);
-            var fieldScores = expectedObjects
+            var fieldResults = template.Mappings
-                .Select(expected =>
+                .Select(mapping =>
                 {
-                    snapshot.VisibleTextObjects.TryGetValue(expected.Key, out var actualValue);
+                    var expectedValue = expectedObjects[mapping.SceneObjectName];
-                    var score = CalculateSimilarity(expected.Value, actualValue ?? string.Empty);
+                    snapshot.VisibleTextObjects.TryGetValue(mapping.SceneObjectName, out var actualValue);
-                    return new FieldInspectionScore(expected.Key, score);
+                    var score = CalculateSimilarity(expectedValue, actualValue ?? string.Empty);
+                    var severity = ResolveFieldSeverity(mapping.SceneObjectName, score);
+
+                    return new InspectionFieldResult(
+                        mapping.CueSheetField,
+                        mapping.SceneObjectName,
+                        expectedValue,
+                        actualValue ?? string.Empty,
+                        score,
+                        severity,
+                        ResolveFieldDecision(severity));
                 })
                 .ToArray();
 
-            var matchRate = fieldScores.Length == 0 ? 100 : fieldScores.Average(field => field.Score);
+            var matchRate = fieldResults.Length == 0 ? 100 : fieldResults.Average(field => field.MatchRate);
-            var hasImportantMismatch = fieldScores.Any(field => field.Score < 99.5 && IsImportantSceneObject(field.SceneObjectName));
+            var hasImportantMismatch = fieldResults.Any(field => field.Severity == "High");
-            var mismatchCount = fieldScores.Count(field => field.Score < 99.5);
+            var mismatchCount = fieldResults.Count(field => field.MatchRate < 99.5);
 
             var severity = hasImportantMismatch || mismatchCount > 1
                 ? "High"
@@ -70,7 +80,7 @@ namespace TornadoAce_CJOnStyle.Services
                 _ => "1차 통과"
             };
 
-            return new InspectionResult(cueSheet.CueSheetId, cueSheet.ProgramTitle, snapshot.SceneName, matchRate, severity, decision);
+            return new InspectionResult(cueSheet.CueSheetId, cueSheet.ProgramTitle, snapshot.SceneName, matchRate, severity, decision, fieldResults);
         }
 
         private SceneDataSnapshot GenerateExtractedScene(CueSheetRecord cueSheet, SceneTemplateDefinition template)
@@ -135,6 +145,26 @@ namespace TornadoAce_CJOnStyle.Services
                 || sceneObjectName.Contains("COMPOSITION", StringComparison.OrdinalIgnoreCase);
         }
 
+        private static string ResolveFieldSeverity(string sceneObjectName, double matchRate)
+        {
+            if (matchRate >= 99.5)
+            {
+                return "Low";
+            }
+
+            return IsImportantSceneObject(sceneObjectName) ? "High" : "Medium";
+        }
+
+        private static string ResolveFieldDecision(string severity)
+        {
+            return severity switch
+            {
+                "High" => "운영자 확인",
+                "Medium" => "LLM 후보",
+                _ => "일치"
+            };
+        }
+
         private static double CalculateSimilarity(string expected, string actual)
         {
             var normalizedExpected = Normalize(expected);
@@ -186,8 +216,6 @@ namespace TornadoAce_CJOnStyle.Services
 
             return previousRow[target.Length];
         }
-
-        private sealed record FieldInspectionScore(string SceneObjectName, double Score);
     }
 
     public sealed record CueSheetSelection(CueSheetRecord Record, int Position, int TotalCount);

TornadoAce_CJOnStyle/ViewModels/MainViewModel.cs

@@ -45,6 +45,7 @@ namespace TornadoAce_CJOnStyle.ViewModels
             LoadEndpoints();
             LoadRequirementCoverage();
             LoadInspectionQueue(initialInspectionSummary.Results);
+            LoadInspectionDetails(initialInspectionSummary.Results);
         }
 
         private string buildPhase = string.Empty;
@@ -128,6 +129,8 @@ namespace TornadoAce_CJOnStyle.ViewModels
 
         public ObservableCollection<InspectionQueueItemViewModel> InspectionQueue { get; } = [];
 
+        public ObservableCollection<InspectionDetailItemViewModel> InspectionDetails { get; } = [];
+
         public string LoginOperatorName
         {
             get => loginOperatorName;
@@ -209,6 +212,7 @@ namespace TornadoAce_CJOnStyle.ViewModels
             StatusCards[2].Metric = $"{summary.AverageMatchRate:0.0}%";
             StatusCards[2].Detail = $"확인 {summary.ReviewCount}건";
             LoadInspectionQueue(summary.Results);
+            LoadInspectionDetails(summary.Results);
         }
 
         private void LoadStatusCards()
@@ -251,7 +255,7 @@ namespace TornadoAce_CJOnStyle.ViewModels
             RequirementCoverage.Add(new PocRequirementViewModel("RFP-03", "Data Field Mapping", "PoC", "Scene 스냅샷 생성", Brush(0xFF37D67A)));
             RequirementCoverage.Add(new PocRequirementViewModel("RFP-04", "Tornado Scene API", "PoC", "Text/Image 추출 샘플", Brush(0xFF37D67A)));
             RequirementCoverage.Add(new PocRequirementViewModel("RFP-05", "관리자 매핑 기능", "초안", "매핑표 UI", Brush(0xFFB48CFF)));
-            RequirementCoverage.Add(new PocRequirementViewModel("RFP-06", "1·2단계 자동 검수", "PoC", "Diff + LLM 후보", Brush(0xFF45D6D1)));
+            RequirementCoverage.Add(new PocRequirementViewModel("RFP-06", "1·2단계 자동 검수", "PoC", "필드 상세 Diff + LLM 후보", Brush(0xFF45D6D1)));
         }
 
         private void LoadInspectionQueue(IEnumerable<InspectionResult> results)
@@ -270,6 +274,31 @@ namespace TornadoAce_CJOnStyle.ViewModels
             }
         }
 
+        private void LoadInspectionDetails(IEnumerable<InspectionResult> results)
+        {
+            InspectionDetails.Clear();
+
+            var detailItems = results
+                .SelectMany(result => result.FieldResults.Select(field => new { Result = result, Field = field }))
+                .Where(item => item.Field.MatchRate < 99.5)
+                .OrderBy(item => item.Field.MatchRate)
+                .ThenBy(item => item.Result.CueSheetId)
+                .Take(5);
+
+            foreach (var item in detailItems)
+            {
+                InspectionDetails.Add(new InspectionDetailItemViewModel(
+                    item.Result.CueSheetId,
+                    item.Field.SceneObjectName,
+                    item.Field.ExpectedText,
+                    item.Field.ActualText,
+                    $"{item.Field.MatchRate:0.0}%",
+                    item.Field.Severity,
+                    item.Field.Decision,
+                    SeverityBrush(item.Field.Severity)));
+            }
+        }
+
         private void ApplySceneSnapshot(SceneDataSnapshot scene)
         {
             SceneSnapshotLabel = $"{scene.SceneName} / {scene.VisibleTextObjects.Count} text objects";

TornadoAce_CJOnStyle/ViewModels/ShellModels.cs

@@ -74,4 +74,14 @@ namespace TornadoAce_CJOnStyle.ViewModels
         string Severity,
         string Decision,
         SolidColorBrush SeverityBrush);
+
+    public sealed record InspectionDetailItemViewModel(
+        string CueSheetId,
+        string SceneObject,
+        string ExpectedText,
+        string ActualText,
+        string MatchRate,
+        string Severity,
+        string Decision,
+        SolidColorBrush SeverityBrush);
 }

TornadoAce_CJOnStyle/Views/MainPage.xaml

@@ -529,38 +529,103 @@
                             BorderBrush="{StaticResource PanelStrokeBrush}"
                             BorderThickness="1"
                             CornerRadius="8">
-                            <StackPanel Spacing="14">
+                            <ScrollViewer VerticalScrollBarVisibility="Auto" VerticalScrollMode="Auto">
-                                <TextBlock Style="{StaticResource SectionTitleTextStyle}" Text="Scene 데이터 API 샘플" />
+                                <StackPanel Spacing="14">
-                                <Border
+                                    <TextBlock Style="{StaticResource SectionTitleTextStyle}" Text="Scene 데이터 API 샘플" />
-                                    Padding="14"
+                                    <Border
-                                    Background="#101419"
+                                        Padding="14"
-                                    BorderBrush="{StaticResource PanelStrokeBrush}"
+                                        Background="#101419"
-                                    BorderThickness="1"
+                                        BorderBrush="{StaticResource PanelStrokeBrush}"
-                                    CornerRadius="8">
+                                        BorderThickness="1"
-                                    <StackPanel Spacing="8">
+                                        CornerRadius="8">
+                                        <StackPanel Spacing="8">
+                                            <TextBlock
+                                                Style="{StaticResource LabelTextStyle}"
+                                                Text="{x:Bind ViewModel.SceneSnapshotLabel, Mode=OneWay}" />
+                                            <TextBlock
+                                                FontFamily="Cascadia Mono"
+                                                FontSize="13"
+                                                Foreground="{StaticResource AccentCyanBrush}"
+                                                Text="{x:Bind ViewModel.SceneSnapshotText, Mode=OneWay}"
+                                                TextWrapping="WrapWholeWords" />
+                                        </StackPanel>
+                                    </Border>
+                                    <StackPanel Spacing="6">
+                                        <TextBlock Style="{StaticResource LabelTextStyle}" Text="LLM 검수 정책" />
                                         <TextBlock
-                                            Style="{StaticResource LabelTextStyle}"
+                                            FontFamily="Bahnschrift SemiBold"
-                                            Text="{x:Bind ViewModel.SceneSnapshotLabel, Mode=OneWay}" />
+                                            FontSize="18"
+                                            Foreground="{StaticResource TextPrimaryBrush}"
+                                            Text="{x:Bind ViewModel.LlmPolicyText, Mode=OneWay}" />
                                         <TextBlock
-                                            FontFamily="Cascadia Mono"
+                                            Style="{StaticResource BodyTextStyle}"
-                                            FontSize="13"
+                                            Text="{x:Bind ViewModel.LlmPolicyDetail, Mode=OneWay}" />
-                                            Foreground="{StaticResource AccentCyanBrush}"
-                                            Text="{x:Bind ViewModel.SceneSnapshotText, Mode=OneWay}"
-                                            TextWrapping="WrapWholeWords" />
                                     </StackPanel>
-                                </Border>
+
-                                <StackPanel Spacing="6">
+                                    <Border
-                                    <TextBlock Style="{StaticResource LabelTextStyle}" Text="LLM 검수 정책" />
+                                        Height="1"
-                                    <TextBlock
+                                        Background="{StaticResource PanelStrokeBrush}" />
-                                        FontFamily="Bahnschrift SemiBold"
+
-                                        FontSize="18"
+                                    <TextBlock Style="{StaticResource SectionTitleTextStyle}" Text="검수 상세" />
-                                        Foreground="{StaticResource TextPrimaryBrush}"
+                                    <ItemsControl ItemsSource="{x:Bind ViewModel.InspectionDetails, Mode=OneWay}">
-                                        Text="{x:Bind ViewModel.LlmPolicyText, Mode=OneWay}" />
+                                        <ItemsControl.ItemTemplate>
-                                    <TextBlock
+                                            <DataTemplate x:DataType="vm:InspectionDetailItemViewModel">
-                                        Style="{StaticResource BodyTextStyle}"
+                                                <Border
-                                        Text="{x:Bind ViewModel.LlmPolicyDetail, Mode=OneWay}" />
+                                                    Margin="0,0,0,10"
+                                                    Padding="10"
+                                                    Background="{StaticResource PanelAltBrush}"
+                                                    CornerRadius="8">
+                                                    <StackPanel Spacing="7">
+                                                        <Grid ColumnSpacing="8">
+                                                            <Grid.ColumnDefinitions>
+                                                                <ColumnDefinition Width="*" />
+                                                                <ColumnDefinition Width="Auto" />
+                                                            </Grid.ColumnDefinitions>
+                                                            <StackPanel Spacing="2">
+                                                                <TextBlock
+                                                                    FontFamily="Cascadia Mono"
+                                                                    FontSize="12"
+                                                                    Foreground="{StaticResource TextMutedBrush}"
+                                                                    Text="{x:Bind CueSheetId}" />
+                                                                <TextBlock
+                                                                    FontFamily="Bahnschrift SemiBold"
+                                                                    Foreground="{StaticResource TextPrimaryBrush}"
+                                                                    Text="{x:Bind SceneObject}" />
+                                                            </StackPanel>
+                                                            <Border
+                                                                Grid.Column="1"
+                                                                Padding="8,3"
+                                                                Background="{x:Bind SeverityBrush}"
+                                                                CornerRadius="8">
+                                                                <TextBlock
+                                                                    FontFamily="Bahnschrift SemiBold"
+                                                                    FontSize="12"
+                                                                    Foreground="#071013"
+                                                                    Text="{x:Bind Severity}" />
+                                                            </Border>
+                                                        </Grid>
+                                                        <TextBlock
+                                                            Style="{StaticResource LabelTextStyle}"
+                                                            Text="{x:Bind MatchRate}" />
+                                                        <TextBlock
+                                                            Style="{StaticResource BodyTextStyle}"
+                                                            Text="{x:Bind ExpectedText}"
+                                                            TextTrimming="CharacterEllipsis" />
+                                                        <TextBlock
+                                                            Style="{StaticResource BodyTextStyle}"
+                                                            Foreground="{StaticResource AccentCyanBrush}"
+                                                            Text="{x:Bind ActualText}"
+                                                            TextTrimming="CharacterEllipsis" />
+                                                        <TextBlock
+                                                            Style="{StaticResource LabelTextStyle}"
+                                                            Text="{x:Bind Decision}" />
+                                                    </StackPanel>
+                                                </Border>
+                                            </DataTemplate>
+                                        </ItemsControl.ItemTemplate>
+                                    </ItemsControl>
                                 </StackPanel>
-                            </StackPanel>
+                            </ScrollViewer>
                         </Border>
                     </Grid>
                 </Grid>

docs/poc-requirements.md

@@ -18,8 +18,8 @@
 | RFP-03 | CG 포맷 제작 자동화, Data Field Mapping | 큐시트 필드와 Scene 객체 매핑 구현 | `SceneTemplateDefinition`, `PocAutomationEngine.GenerateScene` |
 | RFP-04 | Tornado Scene API | Scene visible Text/Image 스냅샷 샘플 구현 | `SceneDataSnapshot.ToPreviewJson` |
 | RFP-05 | 큐시트 데이터와 Tornado Scene 연동 관리자 기능 | 매핑표 UI 초안 구현 | `FieldMappings` 화면 |
-| RFP-06 | 자동 검수 1단계 Text Diffing | 문자열 정규화/유사도 기반 비교 구현 | `PocAutomationEngine.InspectWorkspace` |
+| RFP-06 | 자동 검수 1단계 Text Diffing | 필드별 기대값/실제값/일치율 비교 구현 | `PocAutomationEngine.InspectWorkspace`, `InspectionFieldResult` |
-| RFP-07 | 자동 검수 2단계 LLM 중요도 피드백 | LLM 검토 후보 분류와 정책 문구 구현 | 검수 결과 `Severity`, `Decision`, LLM 정책 패널 |
+| RFP-07 | 자동 검수 2단계 LLM 중요도 피드백 | LLM 검토 후보 분류와 제작자 상세 UI 구현 | 검수 결과 `Severity`, `Decision`, `InspectionDetails` |
 | RFP-08 | 제작자가 결과를 볼 수 있는 GUI | WinUI 3 운영 콘솔 초안 구현 | `MainPage.xaml` |
 
 ## 초기 PoC 완료 기준
@@ -35,5 +35,5 @@
 - 큐시트/ERP Mock 데이터를 JSON 파일로 분리하여 실제 API 응답 구조와 맞춘다.
 - Tornado2/Tornado3 어댑터를 동일 인터페이스로 유지하고, 버전별 구현체를 분리한다.
 - Scene 내부 비노출 객체를 구분할 메타데이터 규칙을 정의한다.
-- 1차 검수 실패 사유를 필드 단위로 화면에 표시한다.
+- 1차 검수 실패 사유를 필드 단위로 누적하고 LLM 요청 후보로 전달한다.
 - LLM 요청/응답 스키마와 감사 로그 보관 정책을 별도 모델로 둔다.