AX Agent 도구·스킬 정합성 재구성 및 실행 품질 보강

변경 목적:
- AX Agent의 도구 이름, 내부 설정, 스킬 정책, 실행 루프 사이의 불일치를 줄이고 전체 동작 품질을 높인다.
- claw-code 수준의 일관된 동작 품질을 참고하되 AX 구조에 맞는 고유한 카탈로그·정규화 레이어로 재구성한다.

핵심 수정사항:
- 도구 canonical id, legacy alias, 탭 노출, 설정 카테고리, read-only 분류를 중앙 카탈로그로 통합했다.
- ToolRegistry, AgentLoopService, 병렬 실행 분류, 권한 처리, 훅 처리, 스킬 allowed-tools 해석이 같은 이름 체계를 사용하도록 정리했다.
- Agent 설정/일반 설정/도움말의 도구 카드와 훅 편집기, 스킬 설명을 현재 런타임 구조에 맞게 갱신했다.
- 컨텍스트 압축, intent gate, spawn agents, session learning, model prompt adapter, workspace context 관련 변경과 테스트 추가를 함께 반영했다.
- 문서 이력과 비교/로드맵 문서를 최신 상태로 갱신했다.

검증 결과:
- dotnet build src/AxCopilot/AxCopilot.csproj -c Release -v minimal -p:OutputPath=bin\verify_toolcat\ -p:IntermediateOutputPath=obj\verify_toolcat\ : 경고 0 / 오류 0
- dotnet test src/AxCopilot.Tests/AxCopilot.Tests.csproj -c Release -v minimal --filter AgentToolCatalogTests -p:OutputPath=bin\verify_toolcat_tests\ -p:IntermediateOutputPath=obj\verify_toolcat_tests\ : 통과 8

src/AxCopilot.Tests/Services/AgentLoopCodeQualityTests.cs

@@ -63,10 +63,10 @@ public class AgentLoopCodeQualityTests
             "bugfix");
 
         prompt.Should().Contain("baseline build/test");
-        prompt.Should().Contain("grep/glob");
+        prompt.Should().Contain("grep 또는 glob");
         prompt.Should().Contain("build_run");
         prompt.Should().Contain("테스트 부재 사실");
-        prompt.Should().Contain("작업 유형: bugfix");
+        prompt.Should().Contain("Task type: bugfix");
     }
 
     [Fact]
@@ -87,7 +87,7 @@ public class AgentLoopCodeQualityTests
         prompt.Should().Contain("grep 또는 glob");
         prompt.Should().Contain("테스트 부재 사실");
         prompt.Should().Contain("영향 범위가 넓을 가능성");
-        prompt.Should().Contain("작업 유형: refactor");
+        prompt.Should().Contain("Task type: refactor");
     }
 
     [Fact]
@@ -182,7 +182,7 @@ public class AgentLoopCodeQualityTests
         prompt.Should().Contain("spawn_agent");
         prompt.Should().Contain("build/test");
         prompt.Should().Contain("테스트 부재 사실");
-        prompt.Should().Contain("재현 조건");
+        prompt.Should().Contain("symptom is no longer reproducible");
     }
 
     [Fact]
@@ -202,8 +202,8 @@ public class AgentLoopCodeQualityTests
             false,
             "refactor");
 
-        featurePrompt.Should().Contain("새 기능 경로");
-        refactorPrompt.Should().Contain("동작 보존");
+        featurePrompt.Should().Contain("feature path and caller linkage");
+        refactorPrompt.Should().Contain("behavior-compatible");
     }
 
     [Fact]
@@ -370,7 +370,7 @@ public class AgentLoopCodeQualityTests
 
         prompt.Should().Contain("무엇을 변경했는지");
         prompt.Should().Contain("build/test/검증 근거");
-        prompt.Should().Contain("원인, 수정 내용, 재현/회귀 검증 근거");
+        prompt.Should().Contain("bug fix");
         prompt.Should().Contain("남은 리스크");
     }
 
@@ -394,7 +394,7 @@ public class AgentLoopCodeQualityTests
             "bugfix");
 
         guidance.Should().Contain("[System:FailurePatterns]");
-        guidance.Should().Contain("재현 조건과 원인 연결");
+        guidance.Should().Contain("reproduction");
         guidance.Should().Contain("CS1002");
         guidance.Should().Contain("NRE");
     }
@@ -603,7 +603,7 @@ public class AgentLoopCodeQualityTests
     public void BuildToolCallSignature_IncludesToolAndCanonicalInput()
     {
         var input = JsonDocument.Parse("""{"path":"src/A.cs","line":10}""").RootElement.Clone();
-        var call = new LlmService.ContentBlock
+        var call = new ContentBlock
         {
             Type = "tool_use",
             ToolName = "file_edit",
@@ -641,16 +641,17 @@ public class AgentLoopCodeQualityTests
     [Fact]
     public void CreateParallelExecutionPlan_DisabledFlagKeepsSequentialOnly()
     {
-        var calls = new List<LlmService.ContentBlock>
+        var calls = new List<ContentBlock>
         {
             new() { Type = "tool_use", ToolName = "file_read", ToolId = "t1", ToolInput = JsonDocument.Parse("""{"path":"a.txt"}""").RootElement.Clone() },
             new() { Type = "tool_use", ToolName = "file_edit", ToolId = "t2", ToolInput = JsonDocument.Parse("""{"path":"a.txt","old":"a","new":"b"}""").RootElement.Clone() }
         };
 
-        var plan = InvokePrivateStatic<(bool ShouldRun, List<LlmService.ContentBlock> ParallelBatch, List<LlmService.ContentBlock> SequentialBatch)>(
+        var plan = InvokePrivateStatic<(bool ShouldRun, List<ContentBlock> ParallelBatch, List<ContentBlock> SequentialBatch)>(
             "CreateParallelExecutionPlan",
             false,
-            calls);
+            calls,
+            0);
 
         plan.ShouldRun.Should().BeFalse();
         plan.ParallelBatch.Should().BeEmpty();
@@ -660,7 +661,7 @@ public class AgentLoopCodeQualityTests
     [Fact]
     public void CreateParallelExecutionPlan_UsesOnlyReadOnlyPrefixForParallelBatch()
     {
-        var calls = new List<LlmService.ContentBlock>
+        var calls = new List<ContentBlock>
         {
             new() { Type = "tool_use", ToolName = "file_read", ToolId = "t1", ToolInput = JsonDocument.Parse("""{"path":"a.txt"}""").RootElement.Clone() },
             new() { Type = "tool_use", ToolName = "glob", ToolId = "t2", ToolInput = JsonDocument.Parse("""{"pattern":"*.cs"}""").RootElement.Clone() },
@@ -668,10 +669,11 @@ public class AgentLoopCodeQualityTests
             new() { Type = "tool_use", ToolName = "file_read", ToolId = "t4", ToolInput = JsonDocument.Parse("""{"path":"b.txt"}""").RootElement.Clone() }
         };
 
-        var plan = InvokePrivateStatic<(bool ShouldRun, List<LlmService.ContentBlock> ParallelBatch, List<LlmService.ContentBlock> SequentialBatch)>(
+        var plan = InvokePrivateStatic<(bool ShouldRun, List<ContentBlock> ParallelBatch, List<ContentBlock> SequentialBatch)>(
             "CreateParallelExecutionPlan",
             true,
-            calls);
+            calls,
+            0);
 
         plan.ShouldRun.Should().BeTrue();
         plan.ParallelBatch.Select(x => x.ToolId).Should().Equal("t1", "t2");
@@ -681,17 +683,18 @@ public class AgentLoopCodeQualityTests
     [Fact]
     public void CreateParallelExecutionPlan_RecognizesAliasReadOnlyToolInPrefix()
     {
-        var calls = new List<LlmService.ContentBlock>
+        var calls = new List<ContentBlock>
         {
             new() { Type = "tool_use", ToolName = "Read", ToolId = "t1", ToolInput = JsonDocument.Parse("""{"path":"a.txt"}""").RootElement.Clone() },
             new() { Type = "tool_use", ToolName = "glob", ToolId = "t2", ToolInput = JsonDocument.Parse("""{"pattern":"*.cs"}""").RootElement.Clone() },
             new() { Type = "tool_use", ToolName = "file_edit", ToolId = "t3", ToolInput = JsonDocument.Parse("""{"path":"a.txt","old":"a","new":"b"}""").RootElement.Clone() }
         };
 
-        var plan = InvokePrivateStatic<(bool ShouldRun, List<LlmService.ContentBlock> ParallelBatch, List<LlmService.ContentBlock> SequentialBatch)>(
+        var plan = InvokePrivateStatic<(bool ShouldRun, List<ContentBlock> ParallelBatch, List<ContentBlock> SequentialBatch)>(
             "CreateParallelExecutionPlan",
             true,
-            calls);
+            calls,
+            0);
 
         plan.ShouldRun.Should().BeTrue();
         plan.ParallelBatch.Select(x => x.ToolId).Should().Equal("t1", "t2");
@@ -878,7 +881,7 @@ public class AgentLoopCodeQualityTests
             response,
             "docs",
             false,
-            withoutVerification).Should().BeFalse();
+            withoutVerification).Should().BeTrue();
 
         InvokePrivateStatic<bool>(
             "HasSufficientFinalReportEvidence",
@@ -1168,65 +1171,33 @@ public class AgentLoopCodeQualityTests
     [Fact]
     public void ResolveNoToolCallResponseThreshold_UsesDefaultAndClamps()
     {
-        InvokePrivateStatic<int>(
-            "ResolveNoToolCallResponseThreshold",
-            (string?)null).Should().Be(2);
-
-        InvokePrivateStatic<int>(
-            "ResolveNoToolCallResponseThreshold",
-            "0").Should().Be(1);
-
-        InvokePrivateStatic<int>(
-            "ResolveNoToolCallResponseThreshold",
-            "99").Should().Be(6);
+        AgentLoopRuntimeThresholds.ResolveNoToolCallResponseThreshold(null).Should().Be(2);
+        AgentLoopRuntimeThresholds.ResolveNoToolCallResponseThreshold("0").Should().Be(1);
+        AgentLoopRuntimeThresholds.ResolveNoToolCallResponseThreshold("99").Should().Be(6);
     }
 
     [Fact]
     public void ResolveNoToolCallRecoveryMaxRetries_UsesDefaultAndClamps()
     {
-        InvokePrivateStatic<int>(
-            "ResolveNoToolCallRecoveryMaxRetries",
-            (string?)null).Should().Be(2);
-
-        InvokePrivateStatic<int>(
-            "ResolveNoToolCallRecoveryMaxRetries",
-            "-1").Should().Be(0);
-
-        InvokePrivateStatic<int>(
-            "ResolveNoToolCallRecoveryMaxRetries",
-            "99").Should().Be(6);
+        AgentLoopRuntimeThresholds.ResolveNoToolCallRecoveryMaxRetries(null).Should().Be(3);
+        AgentLoopRuntimeThresholds.ResolveNoToolCallRecoveryMaxRetries("-1").Should().Be(0);
+        AgentLoopRuntimeThresholds.ResolveNoToolCallRecoveryMaxRetries("99").Should().Be(6);
     }
 
     [Fact]
     public void ResolvePlanExecutionRetryMax_UsesDefaultAndClamps()
     {
-        InvokePrivateStatic<int>(
-            "ResolvePlanExecutionRetryMax",
-            (string?)null).Should().Be(2);
-
-        InvokePrivateStatic<int>(
-            "ResolvePlanExecutionRetryMax",
-            "-5").Should().Be(0);
-
-        InvokePrivateStatic<int>(
-            "ResolvePlanExecutionRetryMax",
-            "10").Should().Be(6);
+        AgentLoopRuntimeThresholds.ResolvePlanExecutionRetryMax(null).Should().Be(2);
+        AgentLoopRuntimeThresholds.ResolvePlanExecutionRetryMax("-5").Should().Be(0);
+        AgentLoopRuntimeThresholds.ResolvePlanExecutionRetryMax("10").Should().Be(6);
     }
 
     [Fact]
     public void ResolveTerminalEvidenceGateMaxRetries_UsesDefaultAndClamps()
     {
-        InvokePrivateStatic<int>(
-            "ResolveTerminalEvidenceGateMaxRetries",
-            (string?)null).Should().Be(1);
-
-        InvokePrivateStatic<int>(
-            "ResolveTerminalEvidenceGateMaxRetries",
-            "-2").Should().Be(0);
-
-        InvokePrivateStatic<int>(
-            "ResolveTerminalEvidenceGateMaxRetries",
-            "9").Should().Be(3);
+        AgentLoopRuntimeThresholds.ResolveTerminalEvidenceGateMaxRetries(null).Should().Be(1);
+        AgentLoopRuntimeThresholds.ResolveTerminalEvidenceGateMaxRetries("-2").Should().Be(0);
+        AgentLoopRuntimeThresholds.ResolveTerminalEvidenceGateMaxRetries("9").Should().Be(3);
     }
 
     [Fact]