문서 고도화 다음 단계를 반영해 XLSX·HTML·PPT 품질 게이트를 강화했습니다

핵심 수정사항:
- ExcelSkill summary_sheet에 trend_series를 추가해 Trend Dashboard 블록을 렌더링하고, workbook quality review가 dashboard형 summary 구성을 더 정확히 평가하도록 확장했습니다.
- HtmlSkill은 print=true인데 print_header/print_footer가 없는 경우 기본 print frame을 자동 생성하도록 보강했고, ArtifactQualityReviewService는 print-ready 문서의 frame/decision/evidence/cover 부족을 추가 경고로 반환합니다.
- DeckPlanningService는 comparison, roadmap, executive_summary, kpi_dashboard 슬라이드의 최소 구조를 자동 보정하고, DeckQualityReviewService는 slide-level quality gate를 추가해 긴 headline, 과밀 슬라이드, 옵션 부족, 표/차트 데이터 누락을 Slide N 경고로 요약합니다.
- DeckQualityReviewServiceTests, ExcelSkillDashboardSummaryTests, HtmlSkillPrintFrameTests를 확장해 회귀 검증을 강화했습니다.

검증 결과:
- dotnet build src/AxCopilot/AxCopilot.csproj -c Release -v minimal -p:OutputPath=bin\\verify_doc_next3\\ -p:IntermediateOutputPath=obj\\verify_doc_next3\\ : 경고 0 / 오류 0
- dotnet test src/AxCopilot.Tests/AxCopilot.Tests.csproj -c Release -v minimal --filter "DeckQualityReviewServiceTests|PptxSkillAutoRepairTests|PptxSkillConsultingDeckTests|ExcelSkillDashboardSummaryTests|ExcelSkillSummarySheetTests|HtmlSkillPrintFrameTests|HtmlSkillConsultingSectionsTests|ArtifactQualityReviewServiceTests" -p:OutputPath=bin\\verify_doc_next3_tests\\ -p:IntermediateOutputPath=obj\\verify_doc_next3_tests\\ : 통과 13

README.md

@@ -1830,3 +1830,11 @@ MIT License
 - 테스트로 [ExcelSkillDashboardSummaryTests.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot.Tests/Services/ExcelSkillDashboardSummaryTests.cs), [DocumentAssemblerStyleMapTests.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot.Tests/Services/DocumentAssemblerStyleMapTests.cs)를 추가했고, [ArtifactQualityReviewServiceTests.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot.Tests/Services/ArtifactQualityReviewServiceTests.cs)도 새 workbook review 입력 형식에 맞춰 갱신했습니다.
 - 검증: `dotnet build src/AxCopilot/AxCopilot.csproj -c Release -v minimal -p:OutputPath=bin\\verify_doc_next2\\ -p:IntermediateOutputPath=obj\\verify_doc_next2\\` 경고 0 / 오류 0
 - 검증: `dotnet test src/AxCopilot.Tests/AxCopilot.Tests.csproj -c Release -v minimal --filter "ArtifactQualityReviewServiceTests|DocumentAssemblerStyleMapTests|DocumentAssemblerDocxFeaturesTests|DocumentAssemblerSemanticTests|ExcelSkillDashboardSummaryTests|ExcelSkillSummarySheetTests|ExcelSkillExecutiveSummaryLinkTests|ExcelSkillDataValidationTests|ExcelSkillConditionalFormattingTests" -p:OutputPath=bin\\verify_doc_next2_tests\\ -p:IntermediateOutputPath=obj\\verify_doc_next2_tests\\` 통과 11
+
+업데이트: 2026-04-14 23:15 (KST)
+- 문서 고도화 다음 단계를 반영했습니다. [ExcelSkill.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot/Services/Agent/ExcelSkill.cs)는 `summary_sheet.trend_series`를 지원해 `Trend Dashboard` 블록을 추가로 렌더링하고, 기존 `decision_summary`/`scorecards`/`sheet_summaries`와 함께 보고서형 workbook summary 밀도를 높였습니다.
+- [HtmlSkill.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot/Services/Agent/HtmlSkill.cs)는 `print=true`인데 `print_header`/`print_footer`가 없는 경우 기본 print frame을 자동 생성하도록 보강했습니다. 같은 흐름에서 [ArtifactQualityReviewService.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot/Services/Agent/ArtifactQualityReviewService.cs)는 print-ready HTML이 frame, decision summary, evidence card 없이 끝나는 경우를 품질 경고로 잡아냅니다.
+- PPT 쪽은 [DeckPlanningService.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot/Services/Agent/DeckPlanningService.cs)가 `comparison`, `roadmap`, `executive_summary`, `kpi_dashboard` 슬라이드의 최소 구조를 더 적극적으로 자동 보정하고, [DeckQualityReviewService.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot/Services/Agent/DeckQualityReviewService.cs)는 slide-level quality gate를 추가해 긴 headline, 과밀 슬라이드, 비교 옵션 부족, 차트/표 데이터 누락을 슬라이드 번호와 함께 경고합니다.
+- 테스트로 [ExcelSkillDashboardSummaryTests.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot.Tests/Services/ExcelSkillDashboardSummaryTests.cs), [HtmlSkillPrintFrameTests.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot.Tests/Services/HtmlSkillPrintFrameTests.cs), [DeckQualityReviewServiceTests.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot.Tests/Services/DeckQualityReviewServiceTests.cs)를 확장해 trend dashboard, default print frame, slide-level alert를 회귀 검증했습니다.
+- 검증: `dotnet build src/AxCopilot/AxCopilot.csproj -c Release -v minimal -p:OutputPath=bin\\verify_doc_next3\\ -p:IntermediateOutputPath=obj\\verify_doc_next3\\` 경고 0 / 오류 0
+- 검증: `dotnet test src/AxCopilot.Tests/AxCopilot.Tests.csproj -c Release -v minimal --filter "DeckQualityReviewServiceTests|PptxSkillAutoRepairTests|PptxSkillConsultingDeckTests|ExcelSkillDashboardSummaryTests|ExcelSkillSummarySheetTests|HtmlSkillPrintFrameTests|HtmlSkillConsultingSectionsTests|ArtifactQualityReviewServiceTests" -p:OutputPath=bin\\verify_doc_next3_tests\\ -p:IntermediateOutputPath=obj\\verify_doc_next3_tests\\` 통과 13

docs/DEVELOPMENT.md

@@ -899,3 +899,14 @@ UI ?붿옄???€洹쒕え 由ы뙥?좊쭅 ???꾪뿕 ?묒뾽 ??湲곕줉???덉쟾
 - 새 회귀 테스트 [ExcelSkillDashboardSummaryTests.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot.Tests/Services/ExcelSkillDashboardSummaryTests.cs), [DocumentAssemblerStyleMapTests.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot.Tests/Services/DocumentAssemblerStyleMapTests.cs)를 추가했고, [ArtifactQualityReviewServiceTests.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot.Tests/Services/ArtifactQualityReviewServiceTests.cs)도 새 record 시그니처에 맞춰 갱신했습니다.
 - 검증: `dotnet build src/AxCopilot/AxCopilot.csproj -c Release -v minimal -p:OutputPath=bin\\verify_doc_next2\\ -p:IntermediateOutputPath=obj\\verify_doc_next2\\` 경고 0 / 오류 0
 - 검증: `dotnet test src/AxCopilot.Tests/AxCopilot.Tests.csproj -c Release -v minimal --filter "ArtifactQualityReviewServiceTests|DocumentAssemblerStyleMapTests|DocumentAssemblerDocxFeaturesTests|DocumentAssemblerSemanticTests|ExcelSkillDashboardSummaryTests|ExcelSkillSummarySheetTests|ExcelSkillExecutiveSummaryLinkTests|ExcelSkillDataValidationTests|ExcelSkillConditionalFormattingTests" -p:OutputPath=bin\\verify_doc_next2_tests\\ -p:IntermediateOutputPath=obj\\verify_doc_next2_tests\\` 통과 11
+
+업데이트: 2026-04-14 23:15 (KST)
+- [ExcelSkill.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot/Services/Agent/ExcelSkill.cs)는 `summary_sheet.trend_series`를 새로 지원합니다. summary sheet에서 `Trend Dashboard` 섹션을 추가로 만들고 `label/current/target/delta/status`를 열 기반으로 렌더링해 workbook summary가 KPI 표 수준을 넘어 상태 대시보드 역할까지 하도록 확장했습니다.
+- 같은 파일의 workbook review 입력 계산은 `trend_series`도 summary quality 강점으로 인정하도록 업데이트했습니다. [ArtifactQualityReviewService.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot/Services/Agent/ArtifactQualityReviewService.cs)는 workbook summary가 KPI/decision/highlight 없이 끝나는 경우 보완 포인트를 추가로 반환합니다.
+- [HtmlSkill.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot/Services/Agent/HtmlSkill.cs)는 `print=true`에서 명시적 `print_header`/`print_footer`가 없는 경우 기본 frame(`title`, `date | AX Copilot`)을 자동 생성합니다. print-ready HTML이 최소 배포형 header/footer를 갖도록 내부 기본값을 넣은 것입니다.
+- [ArtifactQualityReviewService.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot/Services/Agent/ArtifactQualityReviewService.cs)의 HTML 리뷰는 print-ready 문서에 frame이 없거나, decision/evidence block이 부족하거나, 장문 보고서인데 cover가 없는 경우를 추가로 경고합니다.
+- [DeckPlanningService.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot/Services/Agent/DeckPlanningService.cs)는 `comparison`, `roadmap`, `executive_summary`, `kpi_dashboard` 슬라이드의 최소 구조를 자동 보정하고, 긴 headline은 내부 기준 길이로 압축합니다.
+- [DeckQualityReviewService.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot/Services/Agent/DeckQualityReviewService.cs)는 slide-level quality gate를 추가해 긴 headline, 과밀 슬라이드, 옵션 부족, 표/차트 데이터 누락을 `Slide N:` 경고로 품질 요약에 포함합니다.
+- 테스트로 [ExcelSkillDashboardSummaryTests.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot.Tests/Services/ExcelSkillDashboardSummaryTests.cs), [HtmlSkillPrintFrameTests.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot.Tests/Services/HtmlSkillPrintFrameTests.cs), [DeckQualityReviewServiceTests.cs](/E:/AX%20Copilot%20-%20Codex/src/AxCopilot.Tests/Services/DeckQualityReviewServiceTests.cs)를 확장했습니다.
+- 검증: `dotnet build src/AxCopilot/AxCopilot.csproj -c Release -v minimal -p:OutputPath=bin\\verify_doc_next3\\ -p:IntermediateOutputPath=obj\\verify_doc_next3\\` 경고 0 / 오류 0
+- 검증: `dotnet test src/AxCopilot.Tests/AxCopilot.Tests.csproj -c Release -v minimal --filter "DeckQualityReviewServiceTests|PptxSkillAutoRepairTests|PptxSkillConsultingDeckTests|ExcelSkillDashboardSummaryTests|ExcelSkillSummarySheetTests|HtmlSkillPrintFrameTests|HtmlSkillConsultingSectionsTests|ArtifactQualityReviewServiceTests" -p:OutputPath=bin\\verify_doc_next3_tests\\ -p:IntermediateOutputPath=obj\\verify_doc_next3_tests\\` 통과 13

src/AxCopilot.Tests/Services/DeckQualityReviewServiceTests.cs

@@ -54,4 +54,33 @@ public class DeckQualityReviewServiceTests
         review.Strengths.Should().Contain(strength => strength.Contains("Executive Summary"));
         review.Issues.Should().NotContain(issue => issue.Severity == DeckReviewSeverity.Critical);
     }
+
+    [Fact]
+    public void ReviewDeck_ShouldSurfaceSlideLevelQualityAlerts()
+    {
+        using var slides = JsonDocument.Parse(
+            """
+            [
+              { "layout": "title", "title": "Growth Strategy" },
+              {
+                "layout": "executive_summary",
+                "title": "Executive Summary",
+                "headline": "This headline is intentionally very long so that it exceeds the preferred consulting slide headline length and triggers the slide quality gate.",
+                "summary_points": ["Only one point"]
+              },
+              {
+                "layout": "comparison",
+                "title": "Options",
+                "headline": "Compare options",
+                "options": [{ "name": "A", "pros": "Fast", "cons": "Shallow", "verdict": "Only option" }]
+              }
+            ]
+            """);
+
+        var review = DeckQualityReviewService.ReviewDeck("Alert Deck", slides.RootElement, hasTemplate: false, autoRepairCount: 0);
+
+        review.Issues.Should().Contain(issue => issue.Message.Contains("Slide 2"));
+        review.Issues.Should().Contain(issue => issue.Message.Contains("headline is too long"));
+        review.Issues.Should().Contain(issue => issue.Message.Contains("comparison slide needs at least two options"));
+    }
 }

src/AxCopilot.Tests/Services/ExcelSkillDashboardSummaryTests.cs

@@ -39,6 +39,9 @@ public class ExcelSkillDashboardSummaryTests
                     "scorecards": [
                       { "label": "Run-rate", "value": "96%", "status": "On Track", "note": "Ahead of plan" }
                     ],
+                    "trend_series": [
+                      { "label": "Revenue", "current": "120", "target": "130", "delta": "-10", "status": "Watch" }
+                    ],
                     "sheet_summaries": [
                       { "sheet": "Revenue", "status": "Watch", "summary": "SMB margin pressure", "owner": "Sales Ops" }
                     ],
@@ -73,6 +76,8 @@ public class ExcelSkillDashboardSummaryTests
             texts.Should().Contain("Approve regional rollout");
             texts.Should().Contain("Scorecards");
             texts.Should().Contain("Run-rate");
+            texts.Should().Contain("Trend Dashboard");
+            texts.Should().Contain("-10");
             texts.Should().Contain("Revenue");
             texts.Should().Contain("SMB margin pressure");
         }

src/AxCopilot.Tests/Services/HtmlSkillPrintFrameTests.cs

@@ -59,4 +59,52 @@ public class HtmlSkillPrintFrameTests
             }
         }
     }
+
+    [Fact]
+    public async Task ExecuteAsync_WithPrintEnabled_ShouldGenerateDefaultPrintFrame()
+    {
+        var workDir = Path.Combine(Path.GetTempPath(), "ax-html-printframe-auto-" + Guid.NewGuid().ToString("N"));
+        Directory.CreateDirectory(workDir);
+
+        try
+        {
+            var tool = new HtmlSkill();
+            var context = new AgentContext
+            {
+                WorkFolder = workDir,
+                Permission = "Auto",
+                OperationMode = "external",
+            };
+
+            var args = JsonDocument.Parse(
+                """
+                {
+                  "path": "auto-print-frame.html",
+                  "title": "Strategy Review",
+                  "print": true,
+                  "body": "<h2>Executive Summary</h2><p>Summary text with enough detail to qualify as a printable executive report.</p><h2>Decision</h2><p>Approve the phase-1 roadmap.</p><h2>Evidence</h2><p>Supporting evidence.</p><h2>Appendix</h2><p>Reference detail.</p>"
+                }
+                """).RootElement;
+
+            var result = await tool.ExecuteAsync(args, context, CancellationToken.None);
+
+            result.Success.Should().BeTrue();
+            var html = File.ReadAllText(Path.Combine(workDir, "auto-print-frame.html"));
+            html.Should().Contain("print-header");
+            html.Should().Contain("print-footer");
+            html.Should().Contain("Strategy Review");
+            html.Should().Contain("AX Copilot");
+        }
+        finally
+        {
+            try
+            {
+                if (Directory.Exists(workDir))
+                    Directory.Delete(workDir, true);
+            }
+            catch
+            {
+            }
+        }
+    }
 }

src/AxCopilot/Services/Agent/ArtifactQualityReviewService.cs

@@ -29,6 +29,9 @@ public sealed record ArtifactQualityReport(
         var parts = new List<string> { $"Quality score {Score}/100" };
         if (strengths.Count > 0)
             parts.Add("Strengths: " + string.Join(", ", strengths));
+        var slideAlertCount = Issues.Count(issue => issue.Message.StartsWith("Slide ", StringComparison.OrdinalIgnoreCase));
+        if (slideAlertCount > 0)
+            parts.Add($"Slide alerts: {slideAlertCount}");
         if (issues.Count > 0)
             parts.Add("Needs work: " + string.Join(", ", issues));
         else
@@ -148,6 +151,12 @@ public static class ArtifactQualityReviewService
             issues.Add(new($"Found {placeholderCount} placeholder or unfinished marker(s).", ArtifactReviewSeverity.Critical));
         if (!ContainsAny(html, ExecutiveKeywords))
             issues.Add(new("Executive summary or summary section is missing.", ArtifactReviewSeverity.Warning));
+        if (printReady && !hasPrintFrame)
+            issues.Add(new("Print-ready export is missing a print header/footer frame.", ArtifactReviewSeverity.Info));
+        if (printReady && sectionCount >= 4 && decisionCount + evidenceCardCount == 0)
+            issues.Add(new("Print-ready business report would benefit from decision summary or evidence cards.", ArtifactReviewSeverity.Warning));
+        if (printReady && !hasCover && sectionCount >= 5)
+            issues.Add(new("Print-ready report could benefit from a cover page.", ArtifactReviewSeverity.Info));
 
         return BuildReport("html", strengths, issues);
     }

src/AxCopilot/Services/Agent/DeckPlanningService.cs

@@ -249,6 +249,21 @@ public static class DeckPlanningService
             repairs++;
         }
 
+        if (normalizedLayout == "comparison" && EnsureMinimumOptions(slide))
+            repairs++;
+
+        if (normalizedLayout == "roadmap" && EnsureRoadmapPhases(slide))
+            repairs++;
+
+        if (normalizedLayout == "executive_summary")
+        {
+            repairs += EnsureExecutiveSummaryContent(slide, objective, decisionAsk);
+            repairs += EnsureKpiContent(slide);
+        }
+
+        if (normalizedLayout == "kpi_dashboard")
+            repairs += EnsureKpiContent(slide);
+
         if (string.IsNullOrWhiteSpace(ReadString(slide, "headline")) &&
             normalizedLayout is "executive_summary" or "comparison" or "recommendation" or "roadmap" or "kpi_dashboard")
         {
@@ -256,6 +271,9 @@ public static class DeckPlanningService
             repairs++;
         }
 
+        if (TrimLongHeadline(slide))
+            repairs++;
+
         if (normalizedLayout == "recommendation" && string.IsNullOrWhiteSpace(ReadString(slide, "recommendation")))
         {
             slide["recommendation"] = Coalesce(decisionAsk, objective, "利됱떆 ?ㅽ뻾??沅뚭퀬?덉쓣 ??臾몄옣?쇰줈 ?쒖떆?⑸땲??");
@@ -497,6 +515,80 @@ public static class DeckPlanningService
         };
     }
 
+    private static bool EnsureMinimumOptions(JsonObject slide)
+    {
+        if (!slide.TryGetPropertyValue("options", out var optionsNode) || optionsNode is not JsonArray options)
+        {
+            EnsureFallbackOptions(slide);
+            return true;
+        }
+
+        if (options.Count >= 2)
+            return false;
+
+        var existing = options.OfType<JsonObject>().ToList();
+        EnsureFallbackOptions(slide);
+        if (existing.Count > 0 && slide["options"] is JsonArray fallbackOptions)
+            fallbackOptions.Insert(0, existing[0]);
+        return true;
+    }
+
+    private static bool EnsureRoadmapPhases(JsonObject slide)
+    {
+        if (slide.TryGetPropertyValue("phases", out var phasesNode) && phasesNode is JsonArray phases && phases.Count > 0)
+            return false;
+
+        slide["phases"] = BuildRoadmapSlide(ReadString(slide, "headline")).TryGetPropertyValue("phases", out var defaultPhases)
+            ? defaultPhases?.DeepClone()
+            : new JsonArray();
+        return true;
+    }
+
+    private static int EnsureExecutiveSummaryContent(JsonObject slide, string? objective, string? decisionAsk)
+    {
+        var repairs = 0;
+        if (ReadTextLines(slide, "summary_points").Count == 0)
+        {
+            slide["summary_points"] = new JsonArray(
+                Coalesce(decisionAsk, objective, "Key decision and expected business impact are summarized here."),
+                "Immediate execution priorities are separated from medium-term actions.",
+                "Supporting evidence is translated into a concise executive message.");
+            repairs++;
+        }
+
+        if (string.IsNullOrWhiteSpace(ReadString(slide, "recommendation")))
+        {
+            slide["recommendation"] = Coalesce(decisionAsk, objective, "Confirm the top-priority initiative and move to execution.");
+            repairs++;
+        }
+
+        return repairs;
+    }
+
+    private static int EnsureKpiContent(JsonObject slide)
+    {
+        if (slide.TryGetPropertyValue("kpis", out var kpisNode) && kpisNode is JsonArray kpis && kpis.Count > 0)
+            return 0;
+
+        slide["kpis"] = new JsonArray
+        {
+            new JsonObject { ["label"] = "Impact", ["value"] = "High", ["trend"] = "Near term", ["note"] = "Primary KPI" },
+            new JsonObject { ["label"] = "Risk", ["value"] = "Managed", ["trend"] = "Tracked", ["note"] = "Watch item" },
+            new JsonObject { ["label"] = "Owner", ["value"] = "Confirmed", ["trend"] = "Ready", ["note"] = "Execution aligned" }
+        };
+        return 1;
+    }
+
+    private static bool TrimLongHeadline(JsonObject slide)
+    {
+        var headline = ReadString(slide, "headline");
+        if (string.IsNullOrWhiteSpace(headline) || headline.Length <= 88)
+            return false;
+
+        slide["headline"] = headline[..88].TrimEnd() + "...";
+        return true;
+    }
+
     private static bool HasChartData(JsonObject slide)
     {
         return slide.TryGetPropertyValue("chart_labels", out var labelsNode) &&

src/AxCopilot/Services/Agent/DeckQualityReviewService.cs

@@ -29,6 +29,9 @@ public sealed record DeckQualityReport(
         var parts = new List<string> { $"PPT quality {Score}/100" };
         if (strengths.Count > 0)
             parts.Add("Strengths: " + string.Join(", ", strengths));
+        var slideAlertCount = Issues.Count(issue => issue.Message.StartsWith("Slide ", StringComparison.OrdinalIgnoreCase));
+        if (slideAlertCount > 0)
+            parts.Add($"Slide alerts: {slideAlertCount}");
         if (issues.Count > 0)
             parts.Add("Needs work: " + string.Join(", ", issues));
         else
@@ -63,12 +66,14 @@ public static class DeckQualityReviewService
         var tableSlides = 0;
         var comparisonSlides = 0;
         var textHeavySlides = 0;
+        var slideAlertCount = 0;
         var duplicateHeadlines = 0;
         var placeholderCount = 0;
         var headlines = new HashSet<string>(StringComparer.OrdinalIgnoreCase);
         var layoutCounts = new Dictionary<string, int>(StringComparer.OrdinalIgnoreCase);
-        foreach (var slide in slidesList)
+        for (var slideIndex = 0; slideIndex < slidesList.Count; slideIndex++)
         {
+            var slide = slidesList[slideIndex];
             var layout = ReadString(slide, "layout", "content");
             var normalizedLayout = layout.ToLowerInvariant();
             layoutCounts[normalizedLayout] = layoutCounts.GetValueOrDefault(normalizedLayout) + 1;
@@ -118,6 +123,7 @@ public static class DeckQualityReviewService
                              ReadString(slide, "right").Length;
             if (bulletCount >= 7 || textLength >= 420)
                 textHeavySlides++;
+            slideAlertCount += AddSlideSpecificIssues(issues, slide, slideIndex + 1, normalizedLayout, headline, bulletCount, textLength);
             placeholderCount += CountPlaceholders(slide.GetRawText());
         }
         if (hasTemplate) strengths.Add("Uses template or branded theme");
@@ -131,6 +137,8 @@ public static class DeckQualityReviewService
             strengths.Add($"Uses {layoutCounts.Count} distinct layouts");
         if (autoRepairCount > 0)
             strengths.Add($"Auto-repair applied {autoRepairCount} time(s)");
+        if (slideAlertCount == 0)
+            strengths.Add("Slides pass quality gate checks");
         if (slideCount < 4)
             issues.Add(new("Slide count may be too low for an executive deck.", DeckReviewSeverity.Warning));
         if (titleSlides == 0)
@@ -162,6 +170,77 @@ public static class DeckQualityReviewService
         score = Math.Clamp(score, 30, 98);
         return new DeckQualityReport(score, strengths, issues, storylineSteps);
     }
+
+    private static int AddSlideSpecificIssues(
+        List<DeckReviewIssue> issues,
+        JsonElement slide,
+        int slideNumber,
+        string normalizedLayout,
+        string headline,
+        int bulletCount,
+        int textLength)
+    {
+        var added = 0;
+        if (!string.IsNullOrWhiteSpace(headline) && headline.Length > 90)
+        {
+            issues.Add(new($"Slide {slideNumber}: headline is too long and may blur the core message.", DeckReviewSeverity.Info));
+            added++;
+        }
+
+        if (bulletCount >= 8 || textLength >= 520)
+        {
+            issues.Add(new($"Slide {slideNumber}: content density is high and should be simplified.", DeckReviewSeverity.Warning));
+            added++;
+        }
+
+        switch (normalizedLayout)
+        {
+            case "executive_summary":
+                if (ReadStringList(slide, "summary_points").Count < 2)
+                {
+                    issues.Add(new($"Slide {slideNumber}: Executive Summary needs more supporting points.", DeckReviewSeverity.Warning));
+                    added++;
+                }
+                break;
+            case "recommendation":
+                if (string.IsNullOrWhiteSpace(ReadString(slide, "recommendation")))
+                {
+                    issues.Add(new($"Slide {slideNumber}: recommendation text is missing.", DeckReviewSeverity.Warning));
+                    added++;
+                }
+                break;
+            case "comparison":
+                if (ReadJsonArrayCount(slide, "options") < 2)
+                {
+                    issues.Add(new($"Slide {slideNumber}: comparison slide needs at least two options.", DeckReviewSeverity.Warning));
+                    added++;
+                }
+                break;
+            case "roadmap":
+                if (ReadJsonArrayCount(slide, "phases") == 0)
+                {
+                    issues.Add(new($"Slide {slideNumber}: roadmap slide is missing phases.", DeckReviewSeverity.Warning));
+                    added++;
+                }
+                break;
+            case "chart":
+                if (ReadJsonArrayCount(slide, "chart_labels") == 0 || ReadJsonArrayCount(slide, "chart_values") == 0)
+                {
+                    issues.Add(new($"Slide {slideNumber}: chart slide is missing chart data.", DeckReviewSeverity.Critical));
+                    added++;
+                }
+                break;
+            case "table":
+                if (ReadJsonArrayCount(slide, "headers") == 0 || ReadJsonArrayCount(slide, "rows") == 0)
+                {
+                    issues.Add(new($"Slide {slideNumber}: table slide is missing headers or rows.", DeckReviewSeverity.Warning));
+                    added++;
+                }
+                break;
+        }
+
+        return added;
+    }
     private static string ReadString(JsonElement element, string propertyName, string fallback = "")
     {
         if (!element.SafeTryGetProperty(propertyName, out var value))
@@ -199,6 +278,13 @@ public static class DeckQualityReviewService
         };
     }
 
+    private static int ReadJsonArrayCount(JsonElement element, string propertyName)
+    {
+        return element.SafeTryGetProperty(propertyName, out var value) && value.ValueKind == JsonValueKind.Array
+            ? value.GetArrayLength()
+            : 0;
+    }
+
     private static int CountPlaceholders(string text)
     {
         if (string.IsNullOrWhiteSpace(text))

src/AxCopilot/Services/Agent/ExcelSkill.cs

@@ -309,7 +309,7 @@ public class ExcelSkill : IAgentTool
             true,
             HasSummaryItems(summarySheet, "highlights"),
             HasSummaryItems(summarySheet, "actions"),
-            HasSummaryItems(summarySheet, "scorecards") || HasSummaryItems(summarySheet, "cards") || HasSummaryItems(summarySheet, "kpis"),
+            HasSummaryItems(summarySheet, "scorecards") || HasSummaryItems(summarySheet, "cards") || HasSummaryItems(summarySheet, "kpis") || HasSummaryItems(summarySheet, "trend_series"),
             HasStructuredSummaryContent(summarySheet, "decision_summary"),
             HasSummaryItems(summarySheet, "sheet_summaries")));
         features += $"\n{review.ToToolSummary()}";
@@ -435,7 +435,7 @@ public class ExcelSkill : IAgentTool
             summarySheet.ValueKind == JsonValueKind.Object,
             HasSummaryItems(summarySheet, "highlights"),
             HasSummaryItems(summarySheet, "actions"),
-            HasSummaryItems(summarySheet, "scorecards") || HasSummaryItems(summarySheet, "cards") || HasSummaryItems(summarySheet, "kpis"),
+            HasSummaryItems(summarySheet, "scorecards") || HasSummaryItems(summarySheet, "cards") || HasSummaryItems(summarySheet, "kpis") || HasSummaryItems(summarySheet, "trend_series"),
             HasStructuredSummaryContent(summarySheet, "decision_summary"),
             HasSummaryItems(summarySheet, "sheet_summaries")));
         return ToolResult.Ok(
@@ -482,6 +482,7 @@ public class ExcelSkill : IAgentTool
 
         AppendDecisionSummarySection(summarySheet, sheetData, merges, ref rowIndex);
         AppendScorecardSection(summarySheet, sheetData, ref rowIndex);
+        AppendTrendSection(summarySheet, sheetData, ref rowIndex);
 
         if (summarySheet.SafeTryGetProperty("kpis", out var kpis) && kpis.ValueKind == JsonValueKind.Array && kpis.GetArrayLength() > 0)
         {
@@ -652,6 +653,38 @@ public class ExcelSkill : IAgentTool
         rowIndex++;
     }
 
+    private static void AppendTrendSection(JsonElement summarySheet, SheetData sheetData, ref uint rowIndex)
+    {
+        if (!summarySheet.SafeTryGetProperty("trend_series", out var trendSeries)
+            || trendSeries.ValueKind != JsonValueKind.Array
+            || trendSeries.GetArrayLength() == 0)
+            return;
+
+        var headerRow = new Row { RowIndex = rowIndex++ };
+        headerRow.Append(CreateSummaryCell("A", headerRow.RowIndex!.Value, "Trend Dashboard", 1));
+        headerRow.Append(CreateSummaryCell("B", headerRow.RowIndex!.Value, "Current", 1));
+        headerRow.Append(CreateSummaryCell("C", headerRow.RowIndex!.Value, "Target", 1));
+        headerRow.Append(CreateSummaryCell("D", headerRow.RowIndex!.Value, "Delta", 1));
+        headerRow.Append(CreateSummaryCell("E", headerRow.RowIndex!.Value, "Status", 1));
+        sheetData.Append(headerRow);
+
+        var trendIndex = 0;
+        foreach (var trend in trendSeries.EnumerateArray())
+        {
+            var row = new Row { RowIndex = rowIndex++ };
+            var stripeStyle = trendIndex % 2 == 0 ? (uint)0 : (uint)2;
+            row.Append(CreateSummaryCell("A", row.RowIndex!.Value, trend.SafeTryGetProperty("label", out var labelEl) ? labelEl.SafeGetString() ?? "" : "", 1));
+            row.Append(CreateSummaryCell("B", row.RowIndex!.Value, trend.SafeTryGetProperty("current", out var currentEl) ? currentEl.SafeGetString() ?? currentEl.ToString() : "", 3));
+            row.Append(CreateSummaryCell("C", row.RowIndex!.Value, trend.SafeTryGetProperty("target", out var targetEl) ? targetEl.SafeGetString() ?? targetEl.ToString() : "", stripeStyle));
+            row.Append(CreateSummaryCell("D", row.RowIndex!.Value, trend.SafeTryGetProperty("delta", out var deltaEl) ? deltaEl.SafeGetString() ?? deltaEl.ToString() : "", stripeStyle));
+            row.Append(CreateSummaryCell("E", row.RowIndex!.Value, trend.SafeTryGetProperty("status", out var statusEl) ? statusEl.SafeGetString() ?? "" : "", stripeStyle));
+            sheetData.Append(row);
+            trendIndex++;
+        }
+
+        rowIndex++;
+    }
+
     private static void AppendSummaryTextSection(JsonElement summarySheet, string key, string heading, SheetData sheetData, MergeCells merges, ref uint rowIndex)
     {
         if (!summarySheet.SafeTryGetProperty(key, out var items) || items.ValueKind != JsonValueKind.Array || items.GetArrayLength() == 0)

src/AxCopilot/Services/Agent/HtmlSkill.cs

@@ -133,10 +133,11 @@ public class HtmlSkill : IAgentTool
         var useToc = hasTocArg && tocVal.ValueKind == JsonValueKind.True;
         var useNumbered = args.SafeTryGetProperty("numbered", out var numVal) && numVal.ValueKind == JsonValueKind.True;
         var usePrint = args.SafeTryGetProperty("print", out var printVal) && printVal.ValueKind == JsonValueKind.True;
-        var printHeader = args.SafeTryGetProperty("print_header", out var printHeaderEl) ? printHeaderEl.SafeGetString() : null;
+        var requestedPrintHeader = args.SafeTryGetProperty("print_header", out var printHeaderEl) ? printHeaderEl.SafeGetString() : null;
-        var printFooter = args.SafeTryGetProperty("print_footer", out var printFooterEl) ? printFooterEl.SafeGetString() : null;
+        var requestedPrintFooter = args.SafeTryGetProperty("print_footer", out var printFooterEl) ? printFooterEl.SafeGetString() : null;
         var hasCover = args.SafeTryGetProperty("cover", out var coverVal) && coverVal.ValueKind == JsonValueKind.Object;
         var accentColor = args.SafeTryGetProperty("accent_color", out var accentEl) ? accentEl.SafeGetString() : null;
+        var (printHeader, printFooter) = ResolvePrintFrame(title, usePrint, requestedPrintHeader, requestedPrintFooter, hasCover);
 
         var fullPath = FileReadTool.ResolvePath(path, context.WorkFolder);
         if (context.ActiveTab == "Cowork") fullPath = AgentContext.EnsureTimestampedPath(fullPath);
@@ -295,6 +296,8 @@ public class HtmlSkill : IAgentTool
             if (hasSections) features.Add("구조화섹션");
             if (!string.IsNullOrEmpty(accentColor)) features.Add($"색상:{accentColor}");
             if (usePrint) features.Add("인쇄최적화");
+            if (!string.IsNullOrWhiteSpace(printHeader) || !string.IsNullOrWhiteSpace(printFooter))
+                features.Add("print-frame");
             var featureStr = features.Count > 0 ? $" [{string.Join(", ", features)}]" : "";
             var review = ArtifactQualityReviewService.ReviewHtml(
                 title,
@@ -383,6 +386,27 @@ public class HtmlSkill : IAgentTool
         return sb.ToString();
     }
 
+    private static (string? Header, string? Footer) ResolvePrintFrame(
+        string title,
+        bool usePrint,
+        string? requestedHeader,
+        string? requestedFooter,
+        bool hasCover)
+    {
+        if (!usePrint)
+            return (requestedHeader, requestedFooter);
+
+        var header = requestedHeader;
+        var footer = requestedFooter;
+
+        if (string.IsNullOrWhiteSpace(header))
+            header = hasCover ? $"{title} | Executive Pack" : title;
+        if (string.IsNullOrWhiteSpace(footer))
+            footer = $"{DateTime.Now:yyyy-MM-dd} | AX Copilot";
+
+        return (header, footer);
+    }
+
     private static string RenderHeading(JsonElement s)
     {
         var level = s.SafeTryGetProperty("level", out var lv) ? Math.Clamp(lv.GetInt32(), 1, 4) : 2;