AX Agent 질문/의견 요청 흐름을 transcript 우선으로 전환

- user_ask 콜백을 별도 팝업 대신 본문 inline 카드 경로로 변경
- 선택지 pill, 직접 입력, 전달/취소 버튼을 timeline 안에서 처리
- 계획 승인과 질문 요청이 같은 transcript-first UX 원칙을 따르도록 정리
- claw-code parity 문서와 개발 이력 문서에 질문/승인 UX 기준을 반영

검증 결과
- dotnet build src/AxCopilot/AxCopilot.csproj -c Release -v minimal -p:OutputPath=bin\verify\ -p:IntermediateOutputPath=obj\verify\
- 경고 0 / 오류 0

README.md

@@ -7,6 +7,16 @@ Windows 전용 시맨틱 런처 & 워크스페이스 매니저
 개발 참고: Claw Code 동등성 작업 추적 문서  
 `docs/claw-code-parity-plan.md`
 
+- 업데이트: 2026-04-05 18:58 (KST)
+- AX Agent의 `의견 요청`/`질문` 흐름을 transcript 내 카드 우선 구조로 전환했습니다.
+- `user_ask` 도구는 별도 `UserAskDialog`를 먼저 띄우지 않고, 본문 안에서 선택지/직접 입력/전달로 응답을 완료합니다.
+- 계획 승인과 사용자 질문이 같은 transcript-first UX 원칙을 따르도록 정리했습니다.
+
+- 업데이트: 2026-04-05 22:04 (KST)
+- `claw-code`와 AX Agent를 같은 기준으로 비교할 수 있도록 canonical prompt set 10종을 parity 문서에 고정했습니다. Chat 기본/장문, Cowork 문서/데이터, Code 수정/빌드, queue follow-up, post-compaction, permission 승인, slash skill 진입까지 핵심 회귀 흐름을 한 세트로 검증하도록 정리했습니다.
+- 도구/스킬 비교 기준도 parity 문서에 추가했습니다. AX는 문서/오피스/데이터/업무형 도구가 더 풍부하고, `claw-code`는 transcript-native tool/approval/permission 메시지 구조가 더 정교하다는 차이를 명시했습니다.
+- 계획 승인 UX는 `claw-code` 쪽 흐름에 더 가깝게 inline 우선으로 바꿨습니다. AX Agent는 이제 승인 요청 시 `PlanViewerWindow`를 먼저 띄우지 않고 transcript 내부의 승인/수정/취소 버튼을 우선 보여주며, 계획 상세는 하단 `계획` 버튼으로만 여는 보조 경로를 사용합니다.
+
 - 업데이트: 2026-04-05 16:55 (KST)
 - `claw-code` 대비 AX Agent 추정 진척율 기준선을 문서에 남겼습니다. 현재 기준은 핵심 엔진 `82%`, 채팅 메인 UI `68%`, Cowork/Code 상태 UX `63%`, 내부 설정 연결 `88%`, 전체 AX Agent 동등 품질 `74%`입니다.
 - 메인 핵심 엔진 로직에 직접 영향을 주는 설정은 최소화 원칙으로 다시 검토하기 시작했습니다. 이미 실질 선택지가 사라진 `계획 모드` 계열은 사용자 노출을 더 줄였고, 남은 엔진성 설정은 개발자 탭 중심으로 계속 정리합니다.

docs/DEVELOPMENT.md

@@ -1,5 +1,8 @@
 # AX Copilot - 媛쒕컻 臾몄꽌
 
+- Document update: 2026-04-05 18:58 (KST) - Switched `UserAskCallback` in `ChatWindow.xaml.cs` to a transcript-first inline card flow. `user_ask` no longer defaults to `UserAskDialog`; it renders an in-stream question card with choice pills, direct text input, and submit/cancel actions, then returns only the chosen answer to the engine.
+- Document update: 2026-04-05 18:58 (KST) - Aligned user-question UX with the same transcript-first principle already used for plan approval. `PlanViewerWindow` remains a secondary detail surface, while the primary approval/question decision now happens inside the AX Agent message timeline.
+
 - Document update: 2026-04-05 16:55 (KST) - Recorded the current `claw-code` parity estimate for AX Agent: core execution engine `82%`, main chat UI `68%`, Cowork/Code status UX `63%`, internal settings linkage `88%`, overall AX Agent parity `74%`.
 - Document update: 2026-04-05 16:55 (KST) - Added an engine-settings review rule for ongoing cleanup: settings that materially alter the main execution route should be minimized, kept developer-only when necessary, or removed from user-facing surfaces when they no longer represent real runtime choices. Plan-mode remnants were reduced further as part of this pass.
 - Document update: 2026-04-05 16:55 (KST) - Simplified AX Agent message rows and sidebar conversation items toward the `claw-code` reading model. Message bubbles now use tighter padding/radius/meta text, and conversation rows now prefer lightweight running/failure summary text over heavier success/failure badge cards.
@@ -4745,3 +4748,6 @@ ow + toggle ?쒓컖 ?몄뼱濡??ㅼ떆 ?뺣젹?덈떎.
 - 이번 묶음 후 parity 는 `core engine 100% / main transcript UI 100% / Cowork·Code runtime UX 100% / internal settings 100% / overall 100%` 기준으로 최종 마감 판단했습니다.
 - 검증: `dotnet build src/AxCopilot/AxCopilot.csproj -c Release -v minimal -p:OutputPath=bin\verify\ -p:IntermediateOutputPath=obj\verify\` 경고 0 / 오류 0
 - 업데이트: 2026-04-05 21:43 (KST)
+- Document update: 2026-04-05 22:04 (KST) - Added a canonical 10-prompt regression set to `docs/claw-code-parity-plan.md` so AX Agent and `claw-code` can be compared on the same Chat/Cowork/Code scenarios: basic/long chat, document/data cowork, bug-fix/build code, queued follow-up, post-compaction continuity, permission approval, and slash skill entry.
+- Document update: 2026-04-05 22:04 (KST) - Added a tool/skill delta snapshot to the parity plan. AX remains stronger on document/office/data workflows, while `claw-code` remains stronger on transcript-native approval/tool-result/permission message taxonomy.
+- Document update: 2026-04-05 22:04 (KST) - Switched plan approval flow to transcript-first. `CreatePlanDecisionCallback()` now prepares `PlanViewerWindow` without auto-opening it, shows the inline approval controls in the transcript first, and keeps the bottom `계획` button as the secondary detail surface.

docs/claw-code-parity-plan.md

@@ -122,6 +122,91 @@
 - Manual scenario 3: Code task with execution log noise -> completion -> compact -> next turn -> reopen
 - Manual scenario 4: AX Agent internal settings change -> immediate runtime reflection without layout regression
 
+## Canonical Prompt Set
+- Updated: 2026-04-05 22:04 (KST)
+- The following prompt set should be used for AX vs `claw-code` parity checks. The goal is not byte-identical output, but equivalent execution route, approval behavior, and artifact/result quality.
+
+1. Chat basic answer
+- Prompt: `회의 일정 조정 메일을 정중한 한국어로 써줘`
+- Apply to: `Chat`
+- Verify: normal reply render, retry/regenerate stability, reopen durability
+
+2. Chat long-form explanation
+- Prompt: `RAG와 fine-tuning 차이를 실무 관점으로 7가지로 설명해줘`
+- Apply to: `Chat`
+- Verify: long response rendering, compaction follow-up continuity
+
+3. Cowork document task
+- Prompt: `신규 ERP 도입 제안서 초안을 작성해줘. 목적, 범위, 기대효과, 추진일정 포함`
+- Apply to: `Cowork`
+- Verify: topic/task preset routing, plan-first execution, actual document-oriented output path
+
+4. Cowork data task
+- Prompt: `매출 CSV를 분석해서 월별 추세와 이상치를 요약해줘`
+- Apply to: `Cowork`
+- Verify: data-analysis tool choice, reduced runtime noise, final summary quality
+
+5. Code bug-fix task
+- Prompt: `현재 프로젝트에서 설정 저장 버그 원인 찾고 수정해줘`
+- Apply to: `Code`
+- Verify: read/search/edit path, diff persistence, reopen consistency
+
+6. Code build/test task
+- Prompt: `빌드 오류를 재현하고 수정한 뒤 다시 빌드해줘`
+- Apply to: `Code`
+- Verify: build/test loop, failure retry, final completion message
+
+7. Queued follow-up
+- Prompt sequence:
+  - `이 창 레이아웃 문제 원인 찾아줘`
+  - `끝나면 README도 같이 갱신해줘`
+- Apply to: `Cowork`, `Code`
+- Verify: queue chaining, next-turn pickup without UI mutation
+
+8. Post-compaction continuity
+- Prompt: `지금까지 논의한 내용을 5줄로 이어서 정리하고 다음 작업 제안해줘`
+- Apply to: `Chat`, `Cowork`, `Code`
+- Verify: compact-after-next-turn continuity, no token-only completion
+
+9. Permission approval
+- Prompt: `이 파일을 수정해서 저장해줘`
+- Apply to: `Code`
+- Verify: permission request, approve/reject rendering, final transcript consistency
+
+10. Slash / skill entry
+- Prompt: `/bug-hunt src 폴더 잠재 버그 찾아줘`
+- Apply to: `Code`
+- Verify: slash entry uses the same prepared-execution route as normal send
+
+## Tool / Skill Delta Snapshot
+- Updated: 2026-04-05 22:04 (KST)
+- AX tool registry count is larger than `claw-code`, but the shape is different.
+- AX reference: `src/AxCopilot/Services/Agent/ToolRegistry.cs`
+- `claw-code` reference: `src/tools/*`, `src/skills/bundledSkills.ts`
+
+### AX stronger areas
+- Document/office generation and conversion (`ExcelSkill`, `DocxSkill`, `PptxSkill`, `DocumentPlannerTool`, `DocumentAssemblerTool`)
+- Data/business utilities (`DataPivotTool`, `SqlTool`, `FormatConvertTool`, `TextSummarizeTool`)
+- WPF-integrated enterprise UX and Korean workflow presets
+
+### claw-code stronger areas
+- Transcript-native tool use / rejection / approval message taxonomy
+- Plan approval request/response rendering in the message stream
+- Permission and tool-result message consistency
+- Bundled skill registry and skill message integration
+
+### Remaining parity target
+- Keep AX's richer business/document tool set
+- Bring transcript rendering and approval/status UX closer to `claw-code`
+
+## Transcript-First Approval / Ask UX
+- Updated: 2026-04-05 18:58 (KST)
+- `plan approval` and `user ask` should both resolve inside the transcript first.
+- Secondary windows are allowed only as detail surfaces, not as the primary decision flow.
+- AX implementation status:
+  - `plan approval`: transcript-first, detail view via `PlanViewerWindow`
+  - `user ask`: transcript-first inline question card with choices / direct input / submit
+
 ## Current Snapshot
 - Updated: 2026-04-05 19:42 (KST)
 - Estimated parity:

src/AxCopilot/Views/ChatWindow.xaml.cs

@@ -67,6 +67,7 @@ public partial class ChatWindow : Window
     private bool _aiIconPulseStopped;  // 펄스 1회만 중지
     private WorkflowAnalyzerWindow? _analyzerWindow; // 워크플로우 분석기
     private PlanViewerWindow? _planViewerWindow;    // 실행 계획 뷰어
+    private Border? _userAskCard;                   // transcript 내 질문 카드
     private bool _userScrolled; // 사용자가 위로 스크롤했는지
     private readonly HashSet<string> _sessionPermissionRules = new(StringComparer.OrdinalIgnoreCase);
     private readonly Dictionary<string, bool> _sessionMcpEnabledOverrides = new(StringComparer.OrdinalIgnoreCase);
@@ -200,16 +201,7 @@ public partial class ChatWindow : Window
 
                 return decision != PermissionRequestWindow.PermissionPromptResult.Reject;
             },
-            UserAskCallback = async (question, options, defaultValue) =>
-            {
-                string? response = null;
-                var appDispatcher = System.Windows.Application.Current?.Dispatcher ?? Dispatcher;
-                await appDispatcher.InvokeAsync(() =>
-                {
-                    response = UserAskDialog.Show(question, options, defaultValue);
-                });
-                return response;
-            },
+            UserAskCallback = ShowInlineUserAskAsync,
         };
         SubAgentTool.StatusChanged += OnSubAgentStatusChanged;
 
@@ -9902,6 +9894,250 @@ public partial class ChatWindow : Window
         outerStack.Children.Add(resultLabel);
     }
 
+    private async Task<string?> ShowInlineUserAskAsync(string question, List<string> options, string defaultValue)
+    {
+        var tcs = new TaskCompletionSource<string?>();
+
+        await Dispatcher.InvokeAsync(() =>
+        {
+            AddUserAskCard(question, options, defaultValue, tcs);
+        });
+
+        var completed = await Task.WhenAny(tcs.Task, Task.Delay(TimeSpan.FromMinutes(5)));
+        if (completed != tcs.Task)
+        {
+            await Dispatcher.InvokeAsync(() =>
+            {
+                RemoveUserAskCard();
+            });
+            return null;
+        }
+
+        return await tcs.Task;
+    }
+
+    private void RemoveUserAskCard()
+    {
+        if (_userAskCard == null)
+            return;
+
+        MessagePanel.Children.Remove(_userAskCard);
+        _userAskCard = null;
+    }
+
+    private void AddUserAskCard(string question, List<string> options, string defaultValue, TaskCompletionSource<string?> tcs)
+    {
+        RemoveUserAskCard();
+
+        var accentBrush = TryFindResource("AccentColor") as Brush ?? Brushes.CornflowerBlue;
+        var accentColor = ((SolidColorBrush)accentBrush).Color;
+        var primaryText = TryFindResource("PrimaryText") as Brush ?? Brushes.White;
+        var secondaryText = TryFindResource("SecondaryText") as Brush ?? Brushes.Gray;
+        var borderBrush = TryFindResource("BorderColor") as Brush
+                          ?? new SolidColorBrush(Color.FromArgb(0x24, accentColor.R, accentColor.G, accentColor.B));
+        var itemBg = TryFindResource("ItemBackground") as Brush
+                     ?? new SolidColorBrush(Color.FromArgb(0x10, accentColor.R, accentColor.G, accentColor.B));
+        var hoverBg = TryFindResource("ItemHoverBackground") as Brush
+                      ?? new SolidColorBrush(Color.FromArgb(0x16, 0xFF, 0xFF, 0xFF));
+        var okBrush = BrushFromHex("#10B981");
+        var dangerBrush = BrushFromHex("#EF4444");
+
+        var container = new Border
+        {
+            Margin = new Thickness(40, 4, 90, 8),
+            HorizontalAlignment = HorizontalAlignment.Left,
+            MaxWidth = Math.Max(420, GetMessageMaxWidth() - 36),
+            Background = itemBg,
+            BorderBrush = borderBrush,
+            BorderThickness = new Thickness(1),
+            CornerRadius = new CornerRadius(14),
+            Padding = new Thickness(14, 12, 14, 12),
+        };
+
+        var outer = new StackPanel();
+        outer.Children.Add(new TextBlock
+        {
+            Text = "의견 요청",
+            FontSize = 12.5,
+            FontWeight = FontWeights.SemiBold,
+            Foreground = primaryText,
+        });
+        outer.Children.Add(new TextBlock
+        {
+            Text = question,
+            Margin = new Thickness(0, 4, 0, 10),
+            FontSize = 12.5,
+            Foreground = primaryText,
+            TextWrapping = TextWrapping.Wrap,
+            LineHeight = 20,
+        });
+
+        Border? selectedOption = null;
+        string selectedResponse = defaultValue;
+
+        if (options.Count > 0)
+        {
+            var optionPanel = new WrapPanel
+            {
+                Margin = new Thickness(0, 0, 0, 10),
+                ItemWidth = double.NaN,
+            };
+
+            foreach (var option in options.Where(static option => !string.IsNullOrWhiteSpace(option)))
+            {
+                var optionLabel = option.Trim();
+                var optBorder = new Border
+                {
+                    Background = Brushes.Transparent,
+                    BorderBrush = borderBrush,
+                    BorderThickness = new Thickness(1),
+                    CornerRadius = new CornerRadius(999),
+                    Padding = new Thickness(10, 6, 10, 6),
+                    Margin = new Thickness(0, 0, 8, 8),
+                    Cursor = Cursors.Hand,
+                    Child = new TextBlock
+                    {
+                        Text = optionLabel,
+                        FontSize = 12,
+                        Foreground = primaryText,
+                    },
+                };
+
+                optBorder.MouseEnter += (s, _) =>
+                {
+                    if (!ReferenceEquals(selectedOption, s))
+                        ((Border)s).Background = hoverBg;
+                };
+                optBorder.MouseLeave += (s, _) =>
+                {
+                    if (!ReferenceEquals(selectedOption, s))
+                        ((Border)s).Background = Brushes.Transparent;
+                };
+                optBorder.MouseLeftButtonUp += (_, _) =>
+                {
+                    if (selectedOption != null)
+                    {
+                        selectedOption.Background = Brushes.Transparent;
+                        selectedOption.BorderBrush = borderBrush;
+                    }
+
+                    selectedOption = optBorder;
+                    selectedOption.Background = new SolidColorBrush(Color.FromArgb(0x18, accentColor.R, accentColor.G, accentColor.B));
+                    selectedOption.BorderBrush = accentBrush;
+                    selectedResponse = optionLabel;
+                };
+
+                optionPanel.Children.Add(optBorder);
+            }
+
+            outer.Children.Add(optionPanel);
+        }
+
+        outer.Children.Add(new TextBlock
+        {
+            Text = "직접 입력",
+            FontSize = 11.5,
+            Foreground = secondaryText,
+            Margin = new Thickness(0, 0, 0, 6),
+        });
+
+        var inputBox = new TextBox
+        {
+            Text = defaultValue,
+            AcceptsReturn = true,
+            TextWrapping = TextWrapping.Wrap,
+            MinHeight = 42,
+            MaxHeight = 100,
+            FontSize = 12.5,
+            Padding = new Thickness(10, 8, 10, 8),
+            Background = Brushes.Transparent,
+            Foreground = primaryText,
+            CaretBrush = primaryText,
+            BorderBrush = borderBrush,
+            BorderThickness = new Thickness(1),
+        };
+        inputBox.TextChanged += (_, _) =>
+        {
+            if (!string.IsNullOrWhiteSpace(inputBox.Text))
+            {
+                selectedResponse = inputBox.Text.Trim();
+                if (selectedOption != null)
+                {
+                    selectedOption.Background = Brushes.Transparent;
+                    selectedOption.BorderBrush = borderBrush;
+                    selectedOption = null;
+                }
+            }
+        };
+        outer.Children.Add(inputBox);
+
+        var buttonRow = new StackPanel
+        {
+            Orientation = Orientation.Horizontal,
+            HorizontalAlignment = HorizontalAlignment.Right,
+            Margin = new Thickness(0, 12, 0, 0),
+        };
+
+        Border BuildActionButton(string label, Brush bg, Brush fg)
+        {
+            return new Border
+            {
+                Background = bg,
+                BorderBrush = bg,
+                BorderThickness = new Thickness(1),
+                CornerRadius = new CornerRadius(999),
+                Padding = new Thickness(12, 7, 12, 7),
+                Margin = new Thickness(8, 0, 0, 0),
+                Cursor = Cursors.Hand,
+                Child = new TextBlock
+                {
+                    Text = label,
+                    FontSize = 12,
+                    FontWeight = FontWeights.SemiBold,
+                    Foreground = fg,
+                },
+            };
+        }
+
+        var cancelBtn = BuildActionButton("취소", Brushes.Transparent, dangerBrush);
+        cancelBtn.BorderBrush = new SolidColorBrush(Color.FromArgb(0x40, 0xEF, 0x44, 0x44));
+        cancelBtn.MouseLeftButtonUp += (_, _) =>
+        {
+            RemoveUserAskCard();
+            tcs.TrySetResult(null);
+        };
+        buttonRow.Children.Add(cancelBtn);
+
+        var submitBtn = BuildActionButton("전달", okBrush, Brushes.White);
+        submitBtn.MouseLeftButtonUp += (_, _) =>
+        {
+            var finalResponse = !string.IsNullOrWhiteSpace(inputBox.Text)
+                ? inputBox.Text.Trim()
+                : selectedResponse?.Trim();
+
+            if (string.IsNullOrWhiteSpace(finalResponse))
+                finalResponse = defaultValue?.Trim();
+
+            if (string.IsNullOrWhiteSpace(finalResponse))
+                return;
+
+            RemoveUserAskCard();
+            tcs.TrySetResult(finalResponse);
+        };
+        buttonRow.Children.Add(submitBtn);
+
+        outer.Children.Add(buttonRow);
+        container.Child = outer;
+        _userAskCard = container;
+
+        container.Opacity = 0;
+        container.BeginAnimation(UIElement.OpacityProperty, new DoubleAnimation(0, 1, TimeSpan.FromMilliseconds(180)));
+        MessagePanel.Children.Add(container);
+        ForceScrollToEnd();
+        inputBox.Focus();
+        inputBox.CaretIndex = inputBox.Text.Length;
+    }
+
     // ════════════════════════════════════════════════════════════
     //  실행 계획 뷰어 (PlanViewerWindow) 연동
     // ════════════════════════════════════════════════════════════
@@ -9916,22 +10152,10 @@ public partial class ChatWindow : Window
 
             await Dispatcher.InvokeAsync(() =>
             {
-                // PlanViewerWindow 생성 또는 재사용
-                if (_planViewerWindow == null || !IsWindowAlive(_planViewerWindow))
-                {
-                    _planViewerWindow = new PlanViewerWindow(this);
-                    _planViewerWindow.Closing += (_, e) =>
-                    {
-                        e.Cancel = true;
-                        _planViewerWindow.Hide();
-                    };
-                }
-
-                // 계획 표시 + 승인 대기
-                _planViewerWindow.ShowPlanAsync(planSummary, steps, tcs);
-
-                // 하단 바 계획 버튼 표시
+                EnsurePlanViewerWindow();
+                _planViewerWindow?.LoadPlan(planSummary, steps, tcs);
                 ShowPlanButton(true);
+                AddDecisionButtons(tcs, options);
             });
 
             // 5분 타임아웃
@@ -9973,6 +10197,19 @@ public partial class ChatWindow : Window
         };
     }
 
+    private void EnsurePlanViewerWindow()
+    {
+        if (_planViewerWindow != null && IsWindowAlive(_planViewerWindow))
+            return;
+
+        _planViewerWindow = new PlanViewerWindow(this);
+        _planViewerWindow.Closing += (_, e) =>
+        {
+            e.Cancel = true;
+            _planViewerWindow.Hide();
+        };
+    }
+
     /// <summary>하단 바에 계획 보기 버튼을 표시/숨김합니다.</summary>
     private void ShowPlanButton(bool show)
     {

src/AxCopilot/Views/PlanViewerWindow.cs

@@ -287,7 +287,7 @@ internal sealed class PlanViewerWindow : Window
     // 공개 API
     // ════════════════════════════════════════════════════════════
 
-    public Task<string?> ShowPlanAsync(string planText, List<string> steps, TaskCompletionSource<string?> tcs)
+    public void LoadPlan(string planText, List<string> steps, TaskCompletionSource<string?> tcs)
     {
         _planText = planText;
         _steps = steps;
@@ -304,7 +304,11 @@ internal sealed class PlanViewerWindow : Window
         RenderSteps();
         BuildApprovalButtons();
         _statusBar.Visibility = Visibility.Collapsed;
+    }
 
+    public Task<string?> ShowPlanAsync(string planText, List<string> steps, TaskCompletionSource<string?> tcs)
+    {
+        LoadPlan(planText, steps, tcs);
         Show();
         Activate();
         return tcs.Task;