???? ?? ?? ?? ??? ?? fallback ???? ?? ??

- CodeLanguageCatalog? UTF-8 ???? ????? ?? fallback ???? ??? ??? manifest/build/test/lint ?? ?? ??? ????
- WorkspaceContextGenerator? ?? ??? ????? ?? Language Workflow ??? ?????? ??? no-LSP ?????? ?? ??? ?? ??? ?? ???
- AgentLoopLlmRequestPreparationService? ??? ?? tool-call ??? pre-call reminder ?? ??? AgentLoopService?? ???
- CodeLanguageCatalogTests, WorkspaceContextGeneratorTests, AgentLoopLlmRequestPreparationServiceTests? ??? ?? fallback/????/LLM ?? ?? ??? ???
- ??: dotnet build src/AxCopilot/AxCopilot.csproj -c Release -v minimal -p:OutputPath=bin\\verify_final_batch\\ -p:IntermediateOutputPath=obj\\verify_final_batch\\ (?? 0 / ?? 0)
- ??: dotnet test src/AxCopilot.Tests/AxCopilot.Tests.csproj -c Release -v minimal --filter "CodeLanguageCatalogTests|WorkspaceContextGeneratorTests|AgentLoopLlmRequestPreparationServiceTests|AgentLoopIterationPreparationServiceTests|AgentMessageInvariantHelperTests|AgentToolResultBudgetTests|ChatStorageServiceTests|HtmlSkillGoldenReportTests|PptxSkillGoldenDeckTests|DocxSkillGoldenDocumentTests|ExcelSkillGoldenWorkbookTests" -p:OutputPath=bin\\verify_final_batch_tests\\ -p:IntermediateOutputPath=obj\\verify_final_batch_tests\\ (?? 54)

src/AxCopilot/Services/Agent/WorkspaceContextGenerator.cs

@@ -1,5 +1,6 @@
 using System.Diagnostics;
 using System.IO;
+using System.Linq;
 using System.Text;
 using System.Text.RegularExpressions;
 
@@ -174,6 +175,21 @@ internal static class WorkspaceContextGenerator
         catch { return null; }
     }
 
+    internal static IReadOnlyList<string> DetectLanguageWorkflowHints(
+        string? workFolder,
+        string? preferredLanguage = null,
+        int maxLanguages = 3)
+    {
+        if (string.IsNullOrWhiteSpace(workFolder) || !Directory.Exists(workFolder))
+            return [];
+
+        var extDist = GetExtensionDistribution(workFolder, CancellationToken.None);
+        return CodeLanguageCatalog.BuildWorkspaceWorkflowSummaries(
+            extDist.Select(x => x.Key),
+            preferredLanguage,
+            maxLanguages);
+    }
+
     // ════════════════════════════════════════════════════════════
     //  분석 로직
     // ════════════════════════════════════════════════════════════
@@ -450,26 +466,7 @@ internal static class WorkspaceContextGenerator
             .ToList();
 
     private static List<string> BuildLanguageWorkflow(List<KeyValuePair<string, int>> extDist)
-    {
-        var workflow = new List<string>();
-        var seen = new HashSet<string>(StringComparer.OrdinalIgnoreCase);
-
-        foreach (var (extension, _) in extDist)
-        {
-            var capability = Services.CodeLanguageCatalog.FindByExtension(extension);
-            if (capability == null || !seen.Add(capability.Key))
-                continue;
-
-            var summary = Services.CodeLanguageCatalog.BuildWorkflowSummary(capability.Key);
-            if (!string.IsNullOrWhiteSpace(summary))
-                workflow.Add(summary);
-
-            if (workflow.Count >= 3)
-                break;
-        }
-
-        return workflow;
-    }
+        => CodeLanguageCatalog.BuildWorkspaceWorkflowSummaries(extDist.Select(x => x.Key)).ToList();
 
     private static async Task<(string? Branch, string? Remote)> GetGitInfoAsync(
         string folder, CancellationToken ct)