Fix duplicate entries in Skills Loaded (and Agents Invoked) columns of evaluation table

[Copilot]

When isolated and plugin runs produce identical skill activation, the "Skills Loaded" column renders the same entry twice separated by /:

✅ migrating-newtonsoft-to-system-text-json; tools: report_intent, skill / ✅ migrating-newtonsoft-to-system-text-json; tools: report_intent, skill

Changes

• Reporter.cs: Skip appending the plugin activation string when it is equal to the isolated activation string. Same deduplication applied to the "Agents Invoked" column.

• OverfittingJudgeTests.cs: Two new tests — one asserting no duplication when isolated and plugin activations are identical, one asserting both entries still appear when they differ.

---

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[ViktorHofer]

/evaluate

[github-actions]

Skill Validation Results

Skill	Scenario	Quality	Skills Loaded	Overfit	Verdict
dotnet-pinvoke	Generate LibraryImport declaration from C header (.NET 8+)	5.0/5 → 5.0/5	✅ dotnet-pinvoke; tools: skill	✅ 0.05	❌ [1]
dotnet-pinvoke	Generate LibraryImport declaration from C header (.NET Framework)	5.0/5 → 5.0/5	✅ dotnet-pinvoke; tools: skill	✅ 0.05	❌ [2]
nuget-trusted-publishing	Set up trusted publishing for a new NuGet library	3.0/5 → 4.0/5 🟢	✅ nuget-trusted-publishing; tools: skill / ✅ nuget-trusted-publishing; tools: skill, task, read_agent	✅ 0.10	✅
nuget-trusted-publishing	Set up NuGet publishing without mentioning trusted publishing	3.0/5 → 4.0/5 🟢	✅ nuget-trusted-publishing; tools: skill, report_intent, glob, view, bash, create / ✅ nuget-trusted-publishing; tools: report_intent, skill, view	✅ 0.10	✅
nuget-trusted-publishing	Migrate existing workflow from API key to trusted publishing	3.0/5 → 4.0/5 🟢	✅ nuget-trusted-publishing; tools: skill / ✅ nuget-trusted-publishing; tools: skill, task, bash, view	✅ 0.10	✅
csharp-scripts	Test a C# language feature with a script	3.0/5 → 4.0/5 🟢	✅ csharp-scripts; tools: skill, create	🟡 0.32	✅
mcp-csharp-create	Implement MCP tools with proper attributes and DI	1.0/5 ⏰ → 4.0/5 🟢	✅ mcp-csharp-create; tools: skill, view, create, edit / ✅ mcp-csharp-create; tools: skill, view, edit	✅ 0.10	✅
mcp-csharp-create	Create an HTTP MCP server with tools and resources	1.0/5 ⏰ → 5.0/5 🟢	✅ mcp-csharp-create; tools: skill, create, stop_bash / ✅ mcp-csharp-create; tools: skill, create	✅ 0.10	❌ [3]
mcp-csharp-create	Create an MCP server with tools, prompts, and proper logging	4.0/5 → 4.0/5	✅ mcp-csharp-create; tools: skill	✅ 0.10	✅
mcp-csharp-test	Write unit and integration tests for an MCP server	2.0/5 → 4.0/5 🟢	✅ mcp-csharp-test; tools: skill, report_intent, view	🟡 0.29	✅
mcp-csharp-test	Test an HTTP MCP server with WebApplicationFactory	4.0/5 → 5.0/5 🟢	✅ mcp-csharp-test; tools: skill, report_intent, view	🟡 0.29	❌ [4]
mcp-csharp-test	Create evaluations for an MCP server	4.0/5 → 4.0/5	✅ mcp-csharp-test; tools: skill	🟡 0.29	✅
mcp-csharp-publish	Publish an MCP server as a NuGet tool package	3.0/5 → 4.0/5 🟢	✅ mcp-csharp-publish; tools: skill, glob	🟡 0.21	✅
mcp-csharp-publish	Deploy an HTTP MCP server to Azure Container Apps	3.0/5 → 5.0/5 🟢	✅ mcp-csharp-publish; tools: skill, report_intent, view	🟡 0.21	✅
mcp-csharp-publish	Publish to the MCP Registry	1.0/5 → 4.0/5 🟢	✅ mcp-csharp-publish; tools: report_intent, skill	🟡 0.21	✅
mcp-csharp-debug	Debug an MCP server with MCP Inspector	5.0/5 → 4.0/5 🔴	✅ mcp-csharp-debug; tools: report_intent, skill / ✅ mcp-csharp-debug; tools: skill	✅ 0.14	❌
mcp-csharp-debug	Configure VS Code to use an MCP server	4.0/5 → 5.0/5 🟢	✅ mcp-csharp-debug; tools: skill, view, glob	✅ 0.14	❌ [5]
mcp-csharp-debug	Debug a failing MCP server tool	5.0/5 → 4.0/5 🔴	✅ mcp-csharp-debug; tools: skill	✅ 0.14	❌
technology-selection	ML.NET classification on tabular data	3.0/5 → 5.0/5 🟢	✅ technology-selection; tools: skill	🟡 0.35	✅
technology-selection	LLM integration with MEAI abstraction	1.0/5 → 1.0/5	⚠️ NOT ACTIVATED	🟡 0.35	❌ [6]
technology-selection	Reject LLM for tabular classification	3.0/5 → 2.0/5 🔴	✅ technology-selection; tools: skill	🟡 0.35	✅
technology-selection	Agentic workflow with guardrails	3.0/5 → 1.0/5 ⏰ 🔴	✅ technology-selection; tools: skill, read_agent, create / ✅ technology-selection; tools: skill, read_agent, grep, create	🟡 0.35	❌
technology-selection	Natural-language scenario decomposition — RAG chatbot	3.0/5 → 4.0/5 🟢	✅ technology-selection; tools: skill, edit / ✅ technology-selection; tools: skill	🟡 0.35	✅
technology-selection	RAG pipeline with vector search	3.0/5 → 4.0/5 🟢	✅ technology-selection; tools: skill	🟡 0.35	✅
exp-simd-vectorization	Optimize manual min/max with TensorPrimitives	1.0/5 → 5.0/5 🟢	✅ exp-simd-vectorization; tools: skill, glob, create, bash	✅ 0.18	✅
exp-simd-vectorization	Optimize manual product with TensorPrimitives	1.0/5 → 5.0/5 🟢	✅ exp-simd-vectorization; tools: skill, glob, create, bash	✅ 0.18	✅
exp-simd-vectorization	No optimization opportunity — dictionary-based lookup service	2.0/5 → 5.0/5 🟢	✅ exp-simd-vectorization; tools: skill	✅ 0.18	✅
exp-simd-vectorization	Optimize int array conditional increment with SIMD	3.0/5 → 4.0/5 🟢	✅ exp-simd-vectorization; tools: skill	✅ 0.18	✅
exp-simd-vectorization	Optimize byte buffer bit reversal with SIMD	1.0/5 ⏰ → 4.0/5 ⏰ 🟢	✅ exp-simd-vectorization; tools: skill, edit, bash / ✅ exp-simd-vectorization; tools: skill, edit	✅ 0.18	✅
exp-test-maintainability	Recommend data-driven patterns with display names for unclear parameters	4.0/5 → 4.0/5	✅ exp-test-maintainability; tools: skill / ⚠️ NOT ACTIVATED	✅ 0.14	❌ [7]
exp-test-maintainability	Recognize well-maintained tests that need minimal changes	5.0/5 → 5.0/5	✅ exp-test-maintainability; tools: report_intent, skill	✅ 0.14	❌ [8]
exp-test-tagging	Tag an untagged MSTest test suite	4.0/5 → 4.0/5	✅ exp-test-tagging; tools: skill / ✅ exp-test-tagging; tools: skill, glob	✅ 0.11	✅
exp-test-tagging	Tag an untagged xUnit test suite	4.0/5 → 5.0/5 🟢	✅ exp-test-tagging; tools: skill / ✅ exp-test-tagging; tools: skill, glob	✅ 0.11	✅
exp-test-tagging	Tag an untagged NUnit test suite	3.0/5 → 5.0/5 🟢	✅ exp-test-tagging; tools: skill, glob	✅ 0.11	✅
exp-test-tagging	Audit test distribution without modifying files	5.0/5 → 5.0/5	✅ exp-test-tagging; tools: skill	✅ 0.11	✅
exp-test-tagging	Decline request to write new tests	4.0/5 → 4.0/5	ℹ️ not activated (expected)	✅ 0.11	❌ [9]
mtp-hot-reload	Suggest hot reload for failing test in MTP project (SDK 9)	1.0/5 → 4.0/5 🟢	✅ mtp-hot-reload; tools: skill, stop_bash / ✅ mtp-hot-reload; tools: skill	🟡 0.21	✅
mtp-hot-reload	Suggest hot reload for failing test in MTP project (SDK 10)	1.0/5 → 4.0/5 🟢	✅ mtp-hot-reload; tools: skill, bash, create	🟡 0.21	✅
mtp-hot-reload	Enable hot reload when package already installed	2.0/5 → 5.0/5 🟢	✅ mtp-hot-reload; tools: skill, bash / ✅ mtp-hot-reload; tools: skill	🟡 0.21	✅
mtp-hot-reload	Suggest launchSettings.json configuration for hot reload	1.0/5 → 4.0/5 🟢	✅ mtp-hot-reload; tools: skill, bash, create	🟡 0.21	✅
mtp-hot-reload	Use dotnet run not dotnet test for hot reload	3.0/5 → 3.0/5	✅ mtp-hot-reload; tools: skill	🟡 0.21	✅
mtp-hot-reload	Negative: VSTest project cannot use MTP hot reload	1.0/5 → 3.0/5 🟢	✅ mtp-hot-reload; tools: skill / ✅ mtp-hot-reload; tools: skill, create	🟡 0.21	✅
mtp-hot-reload	Run specific failing test with hot reload filter	1.0/5 → 3.0/5 🟢	✅ mtp-hot-reload; tools: skill	🟡 0.21	✅
migrate-vstest-to-mtp	Migrate MSTest project from VSTest to Microsoft.Testing.Platform	4.0/5 → 5.0/5 🟢	✅ migrate-vstest-to-mtp; tools: skill / ✅ migrate-vstest-to-mtp; tools: skill, report_intent, view	✅ 0.06	✅
migrate-vstest-to-mtp	Migrate NUnit project from VSTest to Microsoft.Testing.Platform	1.0/5 → 5.0/5 🟢	✅ migrate-vstest-to-mtp; tools: skill	✅ 0.06	✅
migrate-vstest-to-mtp	Migrate xUnit.net v2 project from VSTest to Microsoft.Testing.Platform	2.0/5 → 5.0/5 🟢	✅ migrate-vstest-to-mtp; tools: skill, report_intent, bash / ✅ migrate-vstest-to-mtp; tools: skill, report_intent, view	✅ 0.06	✅
migrate-vstest-to-mtp	Update Azure DevOps pipeline from VSTest task to MTP	4.0/5 → 5.0/5 🟢	✅ migrate-vstest-to-mtp; tools: skill	✅ 0.06	✅
migrate-vstest-to-mtp	Migrate MSTest.Sdk project that explicitly uses VSTest	3.0/5 → 5.0/5 🟢	✅ migrate-vstest-to-mtp; tools: skill	✅ 0.06	✅
migrate-vstest-to-mtp	Translate dotnet test VSTest arguments to MTP equivalents	5.0/5 → 5.0/5	✅ migrate-vstest-to-mtp; tools: skill	✅ 0.06	❌ [10]
migrate-vstest-to-mtp	Handle exit code 8 when migrating from VSTest to MTP	2.0/5 → 5.0/5 🟢	✅ migrate-vstest-to-mtp; tools: skill	✅ 0.06	✅
migrate-vstest-to-mtp	Configure dotnet test MTP mode on .NET 10 SDK	2.0/5 → 5.0/5 🟢	✅ migrate-vstest-to-mtp; tools: skill	✅ 0.06	✅
migrate-vstest-to-mtp	Migrate xUnit.net VSTest filter syntax to MTP	4.0/5 → 5.0/5 🟢	✅ migrate-vstest-to-mtp; tools: skill	✅ 0.06	❌ [11]
migrate-vstest-to-mtp	Full VSTest to MTP migration plan for MSTest solution	4.0/5 → 5.0/5 🟢	✅ migrate-vstest-to-mtp; tools: skill	✅ 0.06	✅
migrate-mstest-v1v2-to-v3	Migrate MSTest v1 project with assembly reference	3.0/5 → 5.0/5 🟢	✅ migrate-mstest-v1v2-to-v3; tools: skill / ✅ migrate-mstest-v1v2-to-v3; tools: skill, edit, bash	✅ 0.04	✅
migrate-mstest-v1v2-to-v3	Migrate MSTest v2 NuGet project to v3	4.0/5 → 3.0/5 🔴	✅ migrate-mstest-v1v2-to-v3; tools: skill	✅ 0.04	❌
migrate-mstest-v1v2-to-v3	Fix Assert.AreEqual object overload errors after v3 upgrade	4.0/5 → 5.0/5 🟢	✅ migrate-mstest-v1v2-to-v3; tools: skill	✅ 0.04	✅
migrate-mstest-v1v2-to-v3	Migrate from .testsettings to .runsettings	4.0/5 → 4.0/5	✅ migrate-mstest-v1v2-to-v3; tools: skill, bash	✅ 0.04	❌ [12]
migrate-mstest-v1v2-to-v3	Fix DataRow type mismatch errors after v3 upgrade	4.0/5 → 4.0/5	✅ migrate-mstest-v1v2-to-v3; tools: skill	✅ 0.04	❌
migrate-mstest-v1v2-to-v3	Migrate to MSTest.Sdk project style	3.0/5 → 5.0/5 🟢	✅ migrate-mstest-v1v2-to-v3; tools: skill	✅ 0.04	✅
migrate-mstest-v1v2-to-v3	Handle dropped target framework during v3 migration	5.0/5 → 5.0/5	⚠️ NOT ACTIVATED / ✅ migrate-mstest-v1v2-to-v3; tools: skill	✅ 0.04	❌ [13]
migrate-mstest-v1v2-to-v3	Migrate complex MSTest v2 project with testsettings, DataRow issues, and dropped TFM	3.0/5 → 5.0/5 🟢	✅ migrate-mstest-v1v2-to-v3; tools: skill	✅ 0.04	✅
migrate-mstest-v1v2-to-v3	Correctly identify MSTest v1 vs v2 and recommend different migration paths	4.0/5 → 5.0/5 🟢	✅ migrate-mstest-v1v2-to-v3; tools: skill, task, read_agent, glob / ✅ migrate-mstest-v1v2-to-v3; tools: skill	✅ 0.04	✅
migrate-mstest-v3-to-v4	Migrate custom TestMethodAttribute from Execute to ExecuteAsync	2.0/5 → 3.0/5 🟢	✅ migrate-mstest-v3-to-v4; tools: skill	✅ 0.08	✅
migrate-mstest-v3-to-v4	Replace ExpectedExceptionAttribute with Assert.ThrowsExactly	4.0/5 → 4.0/5	⚠️ NOT ACTIVATED / ✅ migrate-mstest-v3-to-v4; tools: skill	✅ 0.08	❌ [14]
migrate-mstest-v3-to-v4	Fix multiple v4 breaking changes: Assert, ClassCleanup, TestContext, Timeout	4.0/5 → 5.0/5 🟢	✅ migrate-mstest-v3-to-v4; tools: skill	✅ 0.08	✅
migrate-mstest-v3-to-v4	Handle net6.0 target framework dropped in MSTest v4	3.0/5 → 4.0/5 🟢	⚠️ NOT ACTIVATED	✅ 0.08	✅
migrate-mstest-v3-to-v4	Fix TestMethodAttribute CallerInfo constructor breaking change	4.0/5 → 4.0/5	✅ migrate-mstest-v3-to-v4; tools: skill	✅ 0.08	✅
migrate-mstest-v3-to-v4	Understand behavioral changes after MSTest v4 upgrade	3.0/5 → 5.0/5 🟢	✅ migrate-mstest-v3-to-v4; tools: skill	✅ 0.08	✅
migrate-mstest-v3-to-v4	Handle MSTest.Sdk and MTP changes in v4	2.0/5 → 3.0/5 🟢	✅ migrate-mstest-v3-to-v4; tools: skill	✅ 0.08	✅
migrate-mstest-v3-to-v4	Full MSTest v3 to v4 migration with multiple breaking changes	3.0/5 → 5.0/5 🟢	✅ migrate-mstest-v3-to-v4; tools: skill	✅ 0.08	✅
migrate-mstest-v3-to-v4	Migrate MSTest.Sdk v3 project using ManagedType and TestTimeout	3.0/5 → 4.0/5 🟢	✅ migrate-mstest-v3-to-v4; tools: skill	✅ 0.08	✅
migrate-mstest-v3-to-v4	Correctly identify MSTest v3 project and recommend v4 migration	5.0/5 → 5.0/5	✅ migrate-mstest-v3-to-v4; tools: skill	✅ 0.08	✅
run-tests	Run tests in a VSTest MSTest project	4.0/5 → 5.0/5 🟢	✅ run-tests; tools: skill	✅ 0.17	✅
run-tests	Run tests with trx reporting on MTP project (SDK 9)	3.0/5 ⏰ → 4.0/5 🟢	✅ run-tests; tools: skill	✅ 0.17	✅
run-tests	Run tests with blame-hang on MTP project (SDK 10)	2.0/5 → 2.0/5	✅ run-tests; tools: skill	✅ 0.17	❌ [15]
run-tests	Run tests in a multi-TFM project targeting a specific framework	2.0/5 → 5.0/5 🟢	✅ run-tests; tools: skill, bash, glob	✅ 0.17	✅
run-tests	Filter MSTest tests by category on VSTest	5.0/5 → 5.0/5	⚠️ NOT ACTIVATED / ✅ run-tests; tools: skill	✅ 0.17	❌ [16]
run-tests	Filter NUnit tests by class name on VSTest	4.0/5 → 5.0/5 🟢	✅ run-tests; tools: skill, bash / ✅ run-tests; tools: skill, bash, glob	✅ 0.17	✅
run-tests	Filter xUnit v3 tests by class on MTP	1.0/5 → 5.0/5 🟢	✅ run-tests; tools: skill, bash / ✅ run-tests; tools: skill	✅ 0.17	✅
run-tests	Filter xUnit v3 tests by trait on MTP	1.0/5 → 5.0/5 🟢	✅ run-tests; tools: skill, view	✅ 0.17	✅
run-tests	Filter TUnit tests by class using treenode-filter	1.0/5 → 5.0/5 🟢	⚠️ NOT ACTIVATED / ✅ run-tests; tools: skill	✅ 0.17	✅
run-tests	Combine multiple filter criteria on VSTest MSTest	4.0/5 → 4.0/5	✅ run-tests; tools: skill, bash / ✅ run-tests; tools: skill	✅ 0.17	❌ [17]
run-tests	MTP project on SDK 9 must use -- separator for args	1.0/5 → 5.0/5 🟢	✅ run-tests; tools: skill	✅ 0.17	✅
run-tests	MTP project on SDK 10 passes args directly	3.0/5 → 4.0/5 🟢	✅ run-tests; tools: skill / ✅ run-tests; tools: skill, glob	✅ 0.17	❌ [18]
run-tests	Detect test platform from Directory.Build.props	3.0/5 → 5.0/5 🟢	✅ run-tests; tools: skill	✅ 0.17	❌
run-tests	Negative test: do not use MTP syntax for a VSTest project	4.0/5 → 5.0/5 🟢	✅ run-tests; tools: skill, view / ✅ run-tests; tools: skill, view, glob	✅ 0.17	✅
writing-mstest-tests	Write unit tests for a service class	2.0/5 ⏰ → 4.0/5 🟢	✅ writing-mstest-tests; tools: skill / ✅ writing-mstest-tests; tools: skill, task, glob, grep	🟡 0.29	✅
writing-mstest-tests	Write data-driven tests for a calculator	4.0/5 → 3.0/5 ⏰ 🔴	✅ writing-mstest-tests; tools: skill / ✅ writing-mstest-tests; tools: skill, edit	🟡 0.29	❌
writing-mstest-tests	Write async tests with cancellation	2.0/5 → 5.0/5 🟢	✅ writing-mstest-tests; tools: skill	🟡 0.29	✅
writing-mstest-tests	Fix swapped Assert.AreEqual arguments	5.0/5 → 5.0/5	✅ writing-mstest-tests; tools: skill	🟡 0.29	❌ [19]
writing-mstest-tests	Modernize legacy test patterns	2.0/5 ⏰ → 5.0/5 🟢	✅ writing-mstest-tests; tools: skill	🟡 0.29	✅
writing-mstest-tests	Replace ExpectedException with Assert.Throws	3.0/5 → 5.0/5 🟢	✅ writing-mstest-tests; tools: skill / ✅ writing-mstest-tests; tools: report_intent, skill	🟡 0.29	✅
writing-mstest-tests	Use proper collection assertions	3.0/5 → 3.0/5	✅ writing-mstest-tests; tools: skill	🟡 0.29	✅
writing-mstest-tests	Use proper type assertions instead of casts	3.0/5 → 3.0/5	⚠️ NOT ACTIVATED	🟡 0.29	✅
writing-mstest-tests	Set up test lifecycle correctly	1.0/5 → 4.0/5 🟢	✅ writing-mstest-tests; tools: skill	🟡 0.29	✅
writing-mstest-tests	Use DynamicData with ValueTuples over object arrays	4.0/5 → 4.0/5	✅ writing-mstest-tests; tools: skill / ✅ writing-mstest-tests; tools: report_intent, skill	🟡 0.29	✅
crap-score	Calculate CRAP score for a single method with partial coverage	3.0/5 → 4.0/5 🟢	✅ crap-score; tools: skill, glob	✅ 0.11	✅
crap-score	Identify riskiest methods across a file	4.0/5 → 5.0/5 🟢	✅ crap-score; tools: skill, bash	✅ 0.11	✅
crap-score	Generate coverage then compute CRAP score	3.0/5 → 4.0/5 🟢	✅ crap-score; tools: skill	✅ 0.11	❌ [20]
test-anti-patterns	Detect mixed severity anti-patterns in repository service tests	5.0/5 → 5.0/5	✅ test-anti-patterns; tools: report_intent, skill / ✅ test-anti-patterns; tools: skill, report_intent	✅ 0.06	✅
test-anti-patterns	Detect flakiness indicators and test coupling	3.0/5 → 5.0/5 🟢	✅ test-anti-patterns; tools: report_intent, skill	✅ 0.06	✅
test-anti-patterns	Detect duplicated tests and magic values	3.0/5 → 5.0/5 🟢	✅ test-anti-patterns; tools: skill / ✅ test-anti-patterns; tools: report_intent, skill	✅ 0.06	✅
test-anti-patterns	Recognize well-written tests without inventing false positives	2.0/5 → 5.0/5 🟢	✅ test-anti-patterns; tools: report_intent, skill	✅ 0.06	✅
dotnet-maui-doctor	Plan macOS MAUI setup with Xcode	3.0/5 → 5.0/5 🟢	✅ dotnet-maui-doctor; tools: report_intent, skill, view	✅ 0.16	✅
dotnet-maui-doctor	Plan Linux MAUI environment for Android	3.0/5 → 5.0/5 🟢	✅ dotnet-maui-doctor; tools: report_intent, skill, bash, view / ✅ dotnet-maui-doctor; tools: report_intent, skill, view, bash	✅ 0.16	✅
dotnet-maui-doctor	Guardrail against workload update and repair	1.0/5 → 3.0/5 🟢	✅ dotnet-maui-doctor; tools: report_intent, skill	✅ 0.16	✅
dotnet-maui-doctor	Diagnose non-Microsoft JDK causing build failure	4.0/5 → 5.0/5 🟢	✅ dotnet-maui-doctor; tools: skill	✅ 0.16	✅
dotnet-maui-doctor	Plan complete MAUI setup on Windows	4.0/5 → 5.0/5 🟢	✅ dotnet-maui-doctor; tools: report_intent, skill, view	✅ 0.16	❌ [21]
dotnet-maui-doctor	Prevent incorrect JAVA_HOME configuration	3.0/5 → 5.0/5 🟢	✅ dotnet-maui-doctor; tools: report_intent, skill / ✅ dotnet-maui-doctor; tools: report_intent, skill, view	✅ 0.16	✅
dotnet-maui-doctor	Determine required Android SDK packages for specific .NET version	3.0/5 → 4.0/5 🟢	✅ dotnet-maui-doctor; tools: report_intent, skill, view, bash	✅ 0.16	✅
dotnet-maui-doctor	Fix stale MAUI workloads after SDK update	2.0/5 ⏰ → 4.0/5 🟢	✅ dotnet-maui-doctor; tools: skill	✅ 0.16	✅
optimizing-ef-core-queries	Optimize bulk operations with EF Core 7+ ExecuteUpdate and ExecuteDelete	5.0/5 → 4.0/5 🔴	✅ optimizing-ef-core-queries; tools: skill / ⚠️ NOT ACTIVATED	🟡 0.31	❌ [22]
dotnet-trace-collect	High CPU in Kubernetes on Linux (.NET 8)	3.0/5 → 3.0/5	✅ dotnet-trace-collect; tools: skill, report_intent, view	✅ 0.14	✅
dotnet-trace-collect	.NET Framework on Windows without admin privileges	1.0/5 → 5.0/5 🟢	✅ dotnet-trace-collect; tools: skill	✅ 0.14	✅
dotnet-trace-collect	.NET 10 on Linux with root access and native call stacks	1.0/5 ⏰ → 4.0/5 🟢	✅ dotnet-trace-collect; tools: skill, report_intent, view	✅ 0.14	✅
dotnet-trace-collect	Memory leak on Linux (.NET 8)	3.0/5 → 3.0/5	✅ dotnet-trace-collect; tools: skill, report_intent, view / ✅ dotnet-trace-collect; tools: skill	✅ 0.14	✅
dotnet-trace-collect	Slow requests on Windows with PerfView	5.0/5 → 5.0/5	✅ dotnet-trace-collect; tools: skill, report_intent, view / ✅ dotnet-trace-collect; tools: skill	✅ 0.14	❌ [23]
dotnet-trace-collect	Excessive GC on Linux (.NET 8)	3.0/5 → 4.0/5 🟢	✅ dotnet-trace-collect; tools: skill, report_intent, view	✅ 0.14	✅
dotnet-trace-collect	Hang or deadlock diagnosis on Linux	3.0/5 → 4.0/5 🟢	✅ dotnet-trace-collect; tools: skill, report_intent, view / ✅ dotnet-trace-collect; tools: skill	✅ 0.14	✅
dotnet-trace-collect	Windows container high CPU with PerfView	1.0/5 → 5.0/5 🟢	✅ dotnet-trace-collect; tools: skill, report_intent, view	✅ 0.14	✅
dotnet-trace-collect	Long-running intermittent issue with PerfView triggers	3.0/5 → 4.0/5 🟢	✅ dotnet-trace-collect; tools: skill, report_intent, view	✅ 0.14	✅
dotnet-trace-collect	Linux pre-.NET 10 needing native call stacks	4.0/5 → 5.0/5 🟢	✅ dotnet-trace-collect; tools: skill, report_intent, view	✅ 0.14	✅
dotnet-trace-collect	Windows modern .NET with admin high CPU	2.0/5 → 5.0/5 🟢	✅ dotnet-trace-collect; tools: skill, report_intent, view	✅ 0.14	✅
dotnet-trace-collect	Memory leak on .NET Framework Windows	3.0/5 → 5.0/5 🟢	✅ dotnet-trace-collect; tools: skill, report_intent, view / ✅ dotnet-trace-collect; tools: report_intent, skill, view	✅ 0.14	✅
dotnet-trace-collect	Kubernetes with console access prefers console tools	4.0/5 → 5.0/5 🟢	✅ dotnet-trace-collect; tools: skill, report_intent, view	✅ 0.14	✅
dotnet-trace-collect	Container installation without .NET SDK	4.0/5 → 4.0/5	✅ dotnet-trace-collect; tools: skill	✅ 0.14	✅
dotnet-trace-collect	HTTP 500s from downstream service on Linux (.NET 8)	4.0/5 → 4.0/5	✅ dotnet-trace-collect; tools: skill, report_intent, view	✅ 0.14	✅
dotnet-trace-collect	Networking timeouts on Windows with admin (.NET 8)	2.0/5 → 5.0/5 🟢	✅ dotnet-trace-collect; tools: skill, report_intent, view	✅ 0.14	✅
dotnet-trace-collect	Assembly loading failure on Linux (.NET 8)	4.0/5 → 5.0/5 🟢	✅ dotnet-trace-collect; tools: skill, report_intent, view / ⚠️ NOT ACTIVATED	✅ 0.14	❌
android-tombstone-symbolication	Symbolicate .NET frames in an Android tombstone	4.0/5 → 3.0/5 🔴	✅ android-tombstone-symbolication; tools: skill	🟡 0.20	❌
android-tombstone-symbolication	Recognize tombstone with no .NET frames	5.0/5 → 5.0/5	✅ android-tombstone-symbolication; tools: skill, bash	🟡 0.20	❌ [24]
android-tombstone-symbolication	Symbolicate CoreCLR frames in an Android tombstone	1.0/5 ⏰ → 3.0/5 🟢	✅ android-tombstone-symbolication; tools: skill, read_bash	🟡 0.20	✅
android-tombstone-symbolication	Recognize NativeAOT tombstone with app binary and libSystem.Native.so	3.0/5 → 4.0/5 ⏰ 🟢	✅ android-tombstone-symbolication; tools: skill, bash, read_bash, stop_bash / ✅ android-tombstone-symbolication; tools: skill, bash, stop_bash, read_bash	🟡 0.20	❌
android-tombstone-symbolication	Symbolicate multi-thread tombstone	4.0/5 → 5.0/5 🟢	✅ android-tombstone-symbolication; tools: skill	🟡 0.20	✅
android-tombstone-symbolication	Handle .NET frames with no BuildId metadata	4.0/5 → 5.0/5 🟢	✅ android-tombstone-symbolication; tools: skill, bash	🟡 0.20	❌ [25]
android-tombstone-symbolication	Symbolicate tombstone with multiple .NET libraries and different BuildIds	3.0/5 → 2.0/5 ⏰ 🔴	✅ android-tombstone-symbolication; tools: skill, read_bash / ✅ android-tombstone-symbolication; tools: skill	🟡 0.20	❌
android-tombstone-symbolication	Reject iOS crash log as wrong format	5.0/5 → 5.0/5	ℹ️ not activated (expected)	🟡 0.20	❌ [26]
dump-collect	Configure automatic crash dumps for CoreCLR app on Linux	5.0/5 → 5.0/5	✅ dump-collect; tools: skill, report_intent, view	✅ 0.15	❌ [27]
dump-collect	Set up NativeAOT crash dumps with createdump in Kubernetes	2.0/5 → 5.0/5 🟢	✅ dump-collect; tools: skill, view	✅ 0.15	✅
dump-collect	Recover crash dump from macOS NativeAOT without createdump	3.0/5 → 5.0/5 🟢	✅ dump-collect; tools: skill, report_intent, view / ⚠️ NOT ACTIVATED	✅ 0.15	✅
dump-collect	Configure CoreCLR dump collection in Alpine Docker as non-root	3.0/5 → 5.0/5 🟢	✅ dump-collect; tools: skill, report_intent, view	✅ 0.15	✅
dump-collect	Advisory: macOS NativeAOT crash dump recovery steps	4.0/5 → 5.0/5 🟢	✅ dump-collect; tools: skill, view	✅ 0.15	✅
dump-collect	Advisory: CoreCLR Alpine Docker non-root configuration	3.0/5 → 5.0/5 🟢	✅ dump-collect; tools: skill, report_intent, view	✅ 0.15	✅
dump-collect	Advisory: NativeAOT Kubernetes dump collection setup	3.0/5 → 5.0/5 🟢	✅ dump-collect; tools: skill, report_intent, view	✅ 0.15	✅
dump-collect	Detect runtime and configure crash dumps for unknown .NET app on Linux	3.0/5 → 5.0/5 🟢	✅ dump-collect; tools: skill, view	✅ 0.15	✅
dump-collect	Decline dump analysis request	2.0/5 → 5.0/5 🟢	ℹ️ not activated (expected)	✅ 0.15	❌ [28]
clr-activation-debugging	Diagnose unexpected FOD dialog from native build tool	5.0/5 → 5.0/5 ⏰	✅ clr-activation-debugging; tools: skill	✅ 0.06	❌ [29]
clr-activation-debugging	Diagnose FOD suppressed but activation still failing	3.0/5 → 5.0/5 🟢	✅ clr-activation-debugging; tools: skill	✅ 0.06	✅
clr-activation-debugging	Explain why same binary behaves differently under different launch methods	5.0/5 → 5.0/5	✅ clr-activation-debugging; tools: skill / ✅ clr-activation-debugging; tools: skill, bash	✅ 0.06	❌ [30]
clr-activation-debugging	Analyze healthy managed EXE activation	5.0/5 → 5.0/5	✅ clr-activation-debugging; tools: skill	✅ 0.06	❌
clr-activation-debugging	Identify multiple activation sequences in a single log	5.0/5 → 5.0/5	✅ clr-activation-debugging; tools: skill	✅ 0.06	❌
clr-activation-debugging	Explain useLegacyV2RuntimeActivationPolicy in activation log	2.0/5 → 4.0/5 🟢	✅ clr-activation-debugging; tools: skill / ✅ clr-activation-debugging; tools: report_intent, skill	✅ 0.06	✅
clr-activation-debugging	Decline non-CLR-activation issue	1.0/5 ⏰ → 5.0/5 🟢	✅ clr-activation-debugging; tools: skill, bash / ℹ️ not activated (expected)	✅ 0.06	✅
microbenchmarking	Investigate runtime upgrade performance impact	4.0/5 → 4.0/5	✅ microbenchmarking; tools: skill, edit	✅ 0.11	✅
analyzing-dotnet-performance	Detects compiled regex startup budget and regex chain allocations	1.0/5 ⏰ → 5.0/5 🟢	✅ analyzing-dotnet-performance; tools: skill, bash	✅ 0.14	✅
analyzing-dotnet-performance	Detects CurrentCulture comparer and compiled regex budget in inflection rules	1.0/5 ⏰ → 5.0/5 🟢	✅ analyzing-dotnet-performance; tools: skill, bash	✅ 0.14	✅
analyzing-dotnet-performance	Finds per-call Dictionary allocation not hoisted to static	5.0/5 → 5.0/5	✅ analyzing-dotnet-performance; tools: skill, bash	✅ 0.14	❌ [31]
analyzing-dotnet-performance	Catches compound allocations in recursive number converter with ToLower	4.0/5 → 4.0/5	✅ analyzing-dotnet-performance; tools: skill, bash	✅ 0.14	❌ [32]
analyzing-dotnet-performance	Finds StringComparison.Ordinal missing and FrozenDictionary opportunities	5.0/5 → 5.0/5	✅ analyzing-dotnet-performance; tools: skill, grep / ✅ analyzing-dotnet-performance; tools: skill, bash, write_bash	✅ 0.14	❌
analyzing-dotnet-performance	Detects Aggregate+Replace chain and struct missing IEquatable	4.0/5 → 3.0/5 ⏰ 🔴	✅ analyzing-dotnet-performance; tools: skill, bash	✅ 0.14	❌
analyzing-dotnet-performance	Finds branched Replace chain in format string manipulation	1.0/5 ⏰ → 1.0/5 ⏰	✅ analyzing-dotnet-performance; tools: skill, bash, read_bash, stop_bash / ✅ analyzing-dotnet-performance; tools: skill, bash	✅ 0.14	✅
analyzing-dotnet-performance	Catches LINQ on hot-path string processing and All(char.IsUpper)	4.0/5 → 5.0/5 🟢	✅ analyzing-dotnet-performance; tools: skill, bash	✅ 0.14	✅
analyzing-dotnet-performance	Detects LINQ pipeline in TimeSpan formatting and collection processing	5.0/5 → 1.0/5 ⏰ 🔴	✅ analyzing-dotnet-performance; tools: skill, bash	✅ 0.14	❌
analyzing-dotnet-performance	Flags Span inconsistencies and compound method chains in truncation library	4.0/5 → 4.0/5	✅ analyzing-dotnet-performance; tools: skill, bash / ✅ analyzing-dotnet-performance; tools: skill, bash, read_bash, write_bash, stop_bash	✅ 0.14	❌ [33]
analyzing-dotnet-performance	Identifies unsealed leaf classes and locale hierarchy patterns	2.0/5 ⏰ → 3.0/5 ⏰ 🟢	✅ analyzing-dotnet-performance; tools: skill, bash	✅ 0.14	❌
template-authoring	Validate a template.json file	5.0/5 → 3.0/5 🔴	✅ template-authoring; tools: skill	✅ 0.04	❌ [34]
template-instantiation	Create a console application	4.0/5 → 5.0/5 🟢	✅ template-instantiation; tools: skill	🟡 0.38	✅
template-instantiation	Create project with specific framework	5.0/5 → 5.0/5	⚠️ NOT ACTIVATED	🟡 0.38	❌ [35]
template-discovery	Find template for web API project	2.0/5 → 5.0/5 🟢	✅ template-discovery; tools: report_intent, skill, bash	🟡 0.30	✅
template-discovery	Inspect template parameters	4.0/5 → 5.0/5 🟢	✅ template-discovery; tools: skill	🟡 0.30	✅
dotnet-aot-compat	Make Azure.ResourceManager AOT-compatible	1.0/5 ⏰ → 1.0/5 ⏰	✅ dotnet-aot-compat; tools: skill, read_bash / ✅ dotnet-aot-compat; tools: skill	✅ 0.14	✅
migrate-nullable-references	Enable NRT in a small library with mixed nullability	5.0/5 → 5.0/5	✅ migrate-nullable-references; tools: skill	✅ 0.13	❌ [36]
migrate-nullable-references	File-by-file migration: only modify the targeted file	5.0/5 → 5.0/5	⚠️ NOT ACTIVATED	✅ 0.13	❌ [37]
migrate-nullable-references	Enable NRT in ASP.NET Core Web API with EF Core	3.0/5 → 3.0/5	⚠️ NOT ACTIVATED	✅ 0.13	❌ [38]
migrate-dotnet10-to-dotnet11	Console app with compression and TAR operations	4.0/5 → 4.0/5	✅ migrate-dotnet10-to-dotnet11; tools: skill	✅ 0.03	✅
migrate-dotnet10-to-dotnet11	C# 15 compiler breaking changes — Span safe-context, nameof, with()	3.0/5 → 5.0/5 🟢	✅ migrate-dotnet10-to-dotnet11; tools: skill, report_intent, view / ✅ migrate-dotnet10-to-dotnet11; tools: report_intent, skill, view	✅ 0.03	✅
migrate-dotnet10-to-dotnet11	EF Core app with Cosmos DB provider using sync APIs	5.0/5 → 5.0/5	✅ migrate-dotnet10-to-dotnet11; tools: skill, report_intent, view / ✅ migrate-dotnet10-to-dotnet11; tools: report_intent, skill, view	✅ 0.03	❌ [39]
migrate-dotnet10-to-dotnet11	Deployment to older hardware with minimum requirement changes	2.0/5 → 5.0/5 🟢	✅ migrate-dotnet10-to-dotnet11; tools: report_intent, skill, view	✅ 0.03	✅
migrate-dotnet10-to-dotnet11	Cryptography app using DSA on macOS	4.0/5 → 5.0/5 🟢	✅ migrate-dotnet10-to-dotnet11; tools: report_intent, skill, view	✅ 0.03	❌ [40]
migrate-dotnet10-to-dotnet11	Basic TFM update with Docker and global.json	3.0/5 → 5.0/5 🟢	✅ migrate-dotnet10-to-dotnet11; tools: skill	✅ 0.03	✅
migrate-dotnet10-to-dotnet11	C# 15 dynamic operator and ref readonly delegate issues	3.0/5 → 4.0/5 🟢	⚠️ NOT ACTIVATED / ✅ migrate-dotnet10-to-dotnet11; tools: report_intent, skill, view	✅ 0.03	✅
migrate-dotnet8-to-dotnet9	App with empty environment variables, ZIP encoding, and keyed DI services	3.0/5 → 4.0/5 🟢	✅ migrate-dotnet8-to-dotnet9; tools: skill, bash	✅ 0.07	✅
migrate-dotnet8-to-dotnet9	C# 13 compiler breaking changes — InlineArray on record, iterator safe context, collection expressions	4.0/5 → 5.0/5 🟢	✅ migrate-dotnet8-to-dotnet9; tools: skill, report_intent, view	✅ 0.07	✅
migrate-dotnet8-to-dotnet9	ASP.NET Core app with DI validation, forwarded headers, and HttpClientFactory casting	2.0/5 → 5.0/5 🟢	✅ migrate-dotnet8-to-dotnet9; tools: skill	✅ 0.07	✅
migrate-dotnet8-to-dotnet9	EF Core app with migration patterns and Cosmos DB discriminator	3.0/5 → 4.0/5 🟢	✅ migrate-dotnet8-to-dotnet9; tools: skill, bash	✅ 0.07	✅
migrate-dotnet8-to-dotnet9	EF Core Cosmos DB app with existing documents and composite id format	4.0/5 → 4.0/5	✅ migrate-dotnet8-to-dotnet9; tools: skill	✅ 0.07	❌ [41]
migrate-dotnet8-to-dotnet9	App with JsonDocument null deserialization and BinaryFormatter fallback	5.0/5 → 5.0/5	✅ migrate-dotnet8-to-dotnet9; tools: skill	✅ 0.07	✅
migrate-dotnet8-to-dotnet9	CI pipeline with Terminal Logger parsing and version constraints	2.0/5 → 2.0/5	ℹ️ not activated (expected) / ✅ migrate-dotnet8-to-dotnet9; tools: skill	✅ 0.07	❌ [42]
migrate-dotnet8-to-dotnet9	WinForms app with custom UserControls and PictureBox URL loading	3.0/5 → 5.0/5 🟢	✅ migrate-dotnet8-to-dotnet9; tools: skill / ✅ migrate-dotnet8-to-dotnet9; tools: skill, create	✅ 0.07	❌ [43]
migrate-dotnet8-to-dotnet9	Containerized app with zlib dependency and runtime configuration	5.0/5 → 4.0/5 🔴	✅ migrate-dotnet8-to-dotnet9; tools: skill, bash / ✅ migrate-dotnet8-to-dotnet9; tools: skill	✅ 0.07	❌ [44]
migrate-dotnet8-to-dotnet9	EF Core Cosmos DB app with discriminator and sync I/O	3.0/5 → 4.0/5 🟢	✅ migrate-dotnet8-to-dotnet9; tools: skill	✅ 0.07	✅
migrate-dotnet8-to-dotnet9	Library with String.Trim span overload, keyed services, and InlineArray	5.0/5 → 5.0/5	✅ migrate-dotnet8-to-dotnet9; tools: skill, bash	✅ 0.07	❌ [45]
migrate-dotnet8-to-dotnet9	Containerized app with env var precedence reversal and zlib removal	5.0/5 → 5.0/5	✅ migrate-dotnet8-to-dotnet9; tools: skill	✅ 0.07	✅
migrate-dotnet9-to-dotnet10	Console app with System.Linq.Async, SIGTERM, and BufferedStream	5.0/5 → 5.0/5	✅ migrate-dotnet9-to-dotnet10; tools: skill, view	—	❌ [46]
migrate-dotnet9-to-dotnet10	Expression tree code broken by C# 14 span overload resolution	5.0/5 → 5.0/5	✅ migrate-dotnet9-to-dotnet10; tools: report_intent, skill, grep, view / ✅ migrate-dotnet9-to-dotnet10; tools: report_intent, skill, view	—	❌ [47]
migrate-dotnet9-to-dotnet10	ASP.NET Core app with WebHostBuilder, OpenAPI, and forwarded headers	4.0/5 → 4.0/5	✅ migrate-dotnet9-to-dotnet10; tools: skill, report_intent, view / ✅ migrate-dotnet9-to-dotnet10; tools: report_intent, skill, view	—	❌ [48]
migrate-dotnet9-to-dotnet10	ASP.NET Core app with OpenAPI transformers using Microsoft.OpenApi v1 APIs	3.0/5 → 5.0/5 🟢	✅ migrate-dotnet9-to-dotnet10; tools: skill, bash / ✅ migrate-dotnet9-to-dotnet10; tools: skill, view, grep	—	❌ [49]
migrate-dotnet9-to-dotnet10	EF Core app with Azure SQL JSON columns and parameterized collections	3.0/5 → 5.0/5 🟢	✅ migrate-dotnet9-to-dotnet10; tools: report_intent, skill, view	—	✅
migrate-dotnet9-to-dotnet10	EF Core app with dynamic ExecuteUpdate and complex types	5.0/5 → 5.0/5	✅ migrate-dotnet9-to-dotnet10; tools: skill, view	—	❌ [50]
migrate-dotnet9-to-dotnet10	SQLite app with DateTimeOffset timezone handling	5.0/5 → 5.0/5	✅ migrate-dotnet9-to-dotnet10; tools: skill, view	—	❌ [51]
migrate-dotnet9-to-dotnet10	Worker service with config null array binding and ProviderAlias assembly change	3.0/5 → 5.0/5 🟢	✅ migrate-dotnet9-to-dotnet10; tools: skill, view	—	✅
migrate-dotnet9-to-dotnet10	Cryptography app with OpenSSL, X.509, and Rfc2898DeriveBytes	5.0/5 → 5.0/5	✅ migrate-dotnet9-to-dotnet10; tools: skill, view	—	✅
migrate-dotnet9-to-dotnet10	SDK and NuGet obscure tooling changes	5.0/5 → 4.0/5 🔴	✅ migrate-dotnet9-to-dotnet10; tools: skill	—	❌
migrate-dotnet9-to-dotnet10	JSON polymorphism with conflicting property names and XmlSerializer	3.0/5 → 5.0/5 🟢	✅ migrate-dotnet9-to-dotnet10; tools: report_intent, skill, view	—	✅
migrate-dotnet9-to-dotnet10	WinForms and WPF desktop app with System.Drawing and DynamicResource	5.0/5 → 4.0/5 🔴	✅ migrate-dotnet9-to-dotnet10; tools: skill	—	❌
migrate-dotnet9-to-dotnet10	Containerized single-file app with P/Invoke and IDispatchEx	4.0/5 → 5.0/5 🟢	✅ migrate-dotnet9-to-dotnet10; tools: report_intent, skill, view	—	✅
migrate-dotnet9-to-dotnet10	App using SslStream properties and SystemEvents	5.0/5 → 5.0/5	✅ migrate-dotnet9-to-dotnet10; tools: skill, grep / ✅ migrate-dotnet9-to-dotnet10; tools: skill	—	✅
migrate-dotnet9-to-dotnet10	Library with NuGet auditing, transitive deps, and InlineArray	5.0/5 → 5.0/5	✅ migrate-dotnet9-to-dotnet10; tools: report_intent, skill, view	—	❌ [52]
migrate-dotnet9-to-dotnet10	C# 14 compiler breaking changes — field keyword, extension keyword, disposal	4.0/5 → 5.0/5 🟢	✅ migrate-dotnet9-to-dotnet10; tools: report_intent, skill, view	—	❌ [53]
migrate-dotnet9-to-dotnet10	Blazor WASM app with generic math shift masking and tar operations	3.0/5 → 4.0/5 🟢	✅ migrate-dotnet9-to-dotnet10; tools: report_intent, skill, view	—	❌ [54]
thread-abort-migration	Worker thread with abort-based cancellation	4.0/5 → 5.0/5 🟢	✅ thread-abort-migration; tools: skill	✅ 0.09	✅
thread-abort-migration	Timeout enforcement via Thread.Abort	4.0/5 → 5.0/5 🟢	✅ thread-abort-migration; tools: skill	✅ 0.09	✅
thread-abort-migration	Blocking WaitHandle with Thread.Interrupt	4.0/5 → 4.0/5	✅ thread-abort-migration; tools: skill / ✅ thread-abort-migration; tools: report_intent, skill	✅ 0.09	✅
thread-abort-migration	ASP.NET Response.End and Response.Redirect with Thread.Abort	4.0/5 → 3.0/5 🔴	✅ thread-abort-migration; tools: skill, report_intent, create / ✅ thread-abort-migration; tools: report_intent, skill	✅ 0.09	❌
thread-abort-migration	Thread.Join and Thread.Sleep only — should not migrate	4.0/5 → 5.0/5 🟢	⚠️ NOT ACTIVATED / ✅ thread-abort-migration; tools: skill	✅ 0.09	✅
directory-build-organization	Organize build infrastructure for a multi-project repo	3.0/5 → 4.0/5 🟢	✅ directory-build-organization; tools: skill / ⚠️ NOT ACTIVATED	✅ 0.18	❌ [55]
msbuild-antipatterns	Review MSBuild files for anti-patterns and style issues	5.0/5 → 5.0/5	✅ msbuild-antipatterns; tools: skill, glob / ✅ msbuild-antipatterns; tools: task, read_agent, glob, skill	✅ 0.05	❌ [56]
binlog-generation	Build project with /bl flag	1.0/5 → 5.0/5 🟢	✅ binlog-generation; tools: skill	✅ 0.00	✅
binlog-generation	Build with /bl in PowerShell	4.0/5 → 5.0/5 🟢	✅ binlog-generation; tools: skill	✅ 0.00	✅
binlog-generation	Build multiple configurations with unique binlogs	5.0/5 → 5.0/5	✅ binlog-generation; tools: skill / ⚠️ NOT ACTIVATED	✅ 0.00	❌ [57]
msbuild-server	Recommend MSBuild Server for slow CLI incremental builds	3.0/5 → 5.0/5 🟢	✅ msbuild-server; tools: skill	🟡 0.23	✅
binlog-failure-analysis	Diagnose build failures from binlog only (no source files)	3.0/5 → 5.0/5 🟢	✅ binlog-failure-analysis; tools: skill	✅ 0.05	✅
incremental-build	Analyze incremental build issues	3.0/5 → 4.0/5 🟢	✅ incremental-build; tools: skill, bash / ⚠️ NOT ACTIVATED	✅ 0.12	✅
check-bin-obj-clash	Diagnose bin/obj output path clashes	4.0/5 → 5.0/5 🟢	✅ check-bin-obj-clash; tools: skill / ✅ check-bin-obj-clash; tools: skill, glob	✅ 0.12	✅
build-perf-diagnostics	Diagnose slow build for a small project	4.0/5 → 4.0/5	⚠️ NOT ACTIVATED	🟡 0.21	❌
eval-performance	Analyze MSBuild evaluation performance issues	4.0/5 → 4.0/5	✅ eval-performance; tools: skill, bash / ✅ eval-performance; tools: skill	✅ 0.11	❌ [58]
resolve-project-references	Explain misleading ResolveProjectReferences time	3.0/5 → 5.0/5 🟢	✅ resolve-project-references; tools: skill	✅ 0.12	✅
build-perf-baseline	Establish build performance baseline and recommend optimizations	2.0/5 ⏰ → 2.0/5 ⏰	✅ build-perf-baseline; tools: skill / ⚠️ NOT ACTIVATED	🟡 0.24	✅
build-parallelism	Analyze build parallelism bottlenecks	2.0/5 ⏰ → 2.0/5 ⏰	✅ build-parallelism; tools: skill, task, glob, edit / ✅ build-parallelism; tools: task, skill, edit	✅ 0.14	❌
msbuild-modernization	Modernize legacy project to SDK-style	5.0/5 → 5.0/5	✅ msbuild-modernization; tools: skill, edit, bash	✅ 0.05	❌ [59]
including-generated-files	Diagnose generated file inclusion failure	3.0/5 → 5.0/5 🟢	✅ including-generated-files; tools: skill / ⚠️ NOT ACTIVATED	🟡 0.24	✅
convert-to-cpm	Decline CPM conversion for packages.config project	1.0/5 → 1.0/5	ℹ️ not activated (expected)	🟡 0.25	✅
convert-to-cpm	Recommend CPM when updating packages with version conflicts	2.0/5 → 3.0/5 🟢	✅ convert-to-cpm; tools: skill, bash, create / ✅ convert-to-cpm; tools: skill, bash	🟡 0.25	✅
convert-to-cpm	Recommend CPM when updating packages in a complex repository	2.0/5 → 2.0/5	✅ convert-to-cpm; tools: skill, read_agent	🟡 0.25	✅
convert-to-cpm	Convert single project to CPM	2.0/5 → 5.0/5 🟢	✅ convert-to-cpm; tools: skill, glob, bash	🟡 0.25	✅
convert-to-cpm	Convert multi-project solution to CPM	2.0/5 → 5.0/5 🟢	✅ convert-to-cpm; tools: skill, bash	🟡 0.25	✅
convert-to-cpm	Convert solution with MSBuild property versions to CPM	2.0/5 → 4.0/5 🟢	✅ convert-to-cpm; tools: skill, bash / ✅ convert-to-cpm; tools: skill, task, glob, bash, read_agent, grep	🟡 0.25	✅
convert-to-cpm	Convert solution with version conflicts to CPM	2.0/5 → 4.0/5 🟢	✅ convert-to-cpm; tools: skill, bash / ✅ convert-to-cpm; tools: skill, task, bash	🟡 0.25	✅
convert-to-cpm	Convert complex repository with multiple CPM challenges	3.0/5 → 4.0/5 🟢	✅ convert-to-cpm; tools: skill, glob	🟡 0.25	✅

[1] (Plugin) Quality unchanged but weighted score is -10.0% due to: tokens (24337 → 51391), tool calls (2 → 4), time (14.7s → 29.3s)
[2] (Plugin) Quality unchanged but weighted score is -11.0% due to: tokens (24574 → 50700), quality, tool calls (2 → 3), time (19.9s → 25.9s)
[3] (Plugin) Quality unchanged but weighted score is -16.2% due to: judgment, quality
[4] (Plugin) Quality unchanged but weighted score is -5.6% due to: tokens (12846 → 46330), tool calls (0 → 3)
[5] (Isolated) Quality improved but weighted score is -3.1% due to: tokens (24176 → 59316), tool calls (2 → 5)
[6] (Plugin) Quality unchanged but weighted score is -3.3% due to: tokens (174624 → 277817), tool calls (19 → 25)
[7] (Isolated) Quality unchanged but weighted score is -24.8% due to: judgment, tokens (13145 → 27630), quality, tool calls (0 → 1), time (13.7s → 25.3s)
[8] (Plugin) Quality unchanged but weighted score is -4.8% due to: tokens (12956 → 27436), tool calls (0 → 2)
[9] (Isolated) Quality unchanged but weighted score is -0.8% due to: time (32.2s → 39.0s)
[10] (Plugin) Quality unchanged but weighted score is -7.2% due to: tokens (13313 → 33831), tool calls (0 → 1)
[11] (Plugin) Quality unchanged but weighted score is -11.8% due to: judgment, quality
[12] (Isolated) Quality unchanged but weighted score is -1.2% due to: tokens (38091 → 98219)
[13] (Plugin) Quality unchanged but weighted score is -3.9% due to: time (11.8s → 22.1s), tokens (24062 → 32186)
[14] (Plugin) Quality unchanged but weighted score is -5.9% due to: tokens (65851 → 128086), tool calls (7 → 10)
[15] (Plugin) Quality unchanged but weighted score is -3.0% due to: tokens (51890 → 653025), errors (0 → 1), tool calls (7 → 33), time (33.3s → 300.1s)
[16] (Plugin) Quality unchanged but weighted score is -6.6% due to: time (12.2s → 28.5s), tokens (36463 → 53022), tool calls (4 → 7)
[17] (Plugin) Quality unchanged but weighted score is -6.0% due to: tokens (24577 → 67446), tool calls (3 → 6), time (15.2s → 30.2s)
[18] (Isolated) Quality improved but weighted score is -18.5% due to: completion (✓ → ✗), quality
[19] (Plugin) Quality unchanged but weighted score is -4.0% due to: tokens (11983 → 32022), tool calls (0 → 1), time (6.8s → 11.8s)
[20] (Isolated) Quality improved but weighted score is -3.2% due to: tokens (346352 → 511191), time (170.8s → 222.1s)
[21] (Plugin) Quality improved but weighted score is -9.0% due to: completion (✓ → ✗), tokens (12980 → 55869), tool calls (0 → 9), time (26.2s → 94.3s)
[22] (Plugin) Quality unchanged but weighted score is -3.3% due to: quality
[23] (Plugin) Quality unchanged but weighted score is -5.2% due to: tokens (12248 → 33601), tool calls (0 → 1), time (22.5s → 30.2s)
[24] (Plugin) Quality unchanged but weighted score is -9.4% due to: tokens (24841 → 47175), tool calls (2 → 5), time (17.7s → 34.7s)
[25] (Isolated) Quality improved but weighted score is -6.5% due to: tokens (25278 → 62879), tool calls (2 → 6), time (23.3s → 43.6s)
[26] (Plugin) Quality unchanged but weighted score is -0.1% due to: efficiency metrics
[27] (Plugin) Quality unchanged but weighted score is -6.3% due to: tokens (12151 → 44634), tool calls (0 → 3)
[28] (Plugin) Quality unchanged but weighted score is -10.3% due to: errors (0 → 1), tokens (24275 → 40969), time (21.5s → 30.1s), tool calls (3 → 4)
[29] (Isolated) Quality unchanged but weighted score is -24.9% due to: completion (✓ → ✗), errors (0 → 1), tokens (41595 → 62697), tool calls (5 → 10), time (42.2s → 120.2s)
[30] (Isolated) Quality unchanged but weighted score is -9.5% due to: tokens (38683 → 97190), tool calls (4 → 9), time (31.5s → 56.1s)
[31] (Plugin) Quality unchanged but weighted score is -1.4% due to: tokens (108543 → 128648), tool calls (7 → 9)
[32] (Isolated) Quality unchanged but weighted score is -10.0% due to: tokens (28602 → 92624), tool calls (2 → 8), time (41.3s → 98.4s)
[33] (Plugin) Quality unchanged but weighted score is -15.3% due to: quality, tokens (43177 → 256347), tool calls (3 → 13), time (29.0s → 174.8s)
[34] (Plugin) Quality unchanged but weighted score is -8.7% due to: tokens (24486 → 67658), time (19.4s → 35.0s), tool calls (3 → 5)
[35] (Plugin) Quality unchanged but weighted score is -0.5% due to: efficiency metrics
[36] (Plugin) Quality unchanged but weighted score is -3.2% due to: tokens (146389 → 230365)
[37] (Isolated) Quality unchanged but weighted score is -5.2% due to: tokens (65875 → 113909), time (36.0s → 52.3s)
[38] (Isolated) Quality unchanged but weighted score is -33.7% due to: completion (✓ → ✗), judgment, quality, time (84.9s → 122.0s)
[39] (Isolated) Quality unchanged but weighted score is -12.1% due to: quality, tokens (12951 → 46679), tool calls (0 → 3)
[40] (Isolated) Quality improved but weighted score is -29.1% due to: judgment, quality, tokens (13398 → 46159), tool calls (0 → 4)
[41] (Plugin) Quality unchanged but weighted score is -0.8% due to: quality
[42] (Isolated) Quality unchanged but weighted score is -22.4% due to: quality, judgment
[43] (Isolated) Quality improved but weighted score is -10.3% due to: judgment
[44] (Plugin) Quality unchanged but weighted score is -4.4% due to: tokens (63308 → 119355), tool calls (15 → 20)
[45] (Isolated) Quality unchanged but weighted score is -26.0% due to: judgment, tokens (58613 → 510280), quality, tool calls (12 → 29), time (59.0s → 210.5s)
[46] (Isolated) Quality unchanged but weighted score is -15.9% due to: judgment, quality, tokens (49236 → 54482)
[47] (Isolated) Quality unchanged but weighted score is -13.7% due to: quality, tokens (16117 → 74472), tool calls (0 → 5)
[48] (Isolated) Quality unchanged but weighted score is -14.7% due to: quality, tokens (14193 → 53803), tool calls (0 → 3)
[49] (Isolated) Quality improved but weighted score is -3.9% due to: judgment
[50] (Isolated) Quality unchanged but weighted score is -5.2% due to: tokens (30967 → 54468), tool calls (2 → 3)
[51] (Isolated) Quality unchanged but weighted score is -14.4% due to: judgment, quality
[52] (Isolated) Quality unchanged but weighted score is -13.2% due to: tokens (12538 → 56576), quality, tool calls (0 → 6), time (16.6s → 33.9s)
[53] (Isolated) Quality improved but weighted score is -6.9% due to: tokens (13868 → 55947), tool calls (0 → 5)
[54] (Plugin) Quality unchanged but weighted score is -0.3% due to: tokens (15860 → 59559), tool calls (0 → 6)
[55] (Plugin) Quality unchanged but weighted score is -27.0% due to: judgment, quality, tokens (59602 → 180555), time (54.3s → 149.8s), tool calls (14 → 20)
[56] (Isolated) Quality unchanged but weighted score is -17.6% due to: judgment, tokens (42352 → 97742), tool calls (11 → 14)
[57] (Plugin) Quality unchanged but weighted score is -1.8% due to: tokens (36232 → 47527)
[58] (Isolated) Quality unchanged but weighted score is -6.2% due to: tokens (38256 → 149730), time (24.9s → 54.6s), tool calls (9 → 16)
[59] (Plugin) Quality unchanged but weighted score is -9.2% due to: tokens (40014 → 125438), tool calls (7 → 14), time (36.3s → 61.5s)

⏰ timeout — run(s) hit the (30s, 60s, 120s, 160s, 180s, 300s, 360s, 1050s) scenario timeout limit; scoring may be impacted by aborting model execution before it could produce its full output (increase via timeout in eval.yaml)

Model: claude-opus-4.6 | Judge: claude-opus-4.6

📖 See InvestigatingResults.md for how to diagnose failures. Additional debugging guidance may be provided by your workflow.

🔍 Full results — includes quality and agent details

To investigate failures, paste this to your AI coding agent:

For PR 462 in dotnet/skills, download eval artifacts with gh run download 23738841866 --repo dotnet/skills --pattern "skill-validator-results-*" --dir ./eval-results, then fetch https://raw.githubusercontent.com/dotnet/skills/f457c8f277f4cac8138a8cc8eba9673b2b548b87/eng/skill-validator/InvestigatingResults.md and follow it to analyze the results.json files. Diagnose each failure, suggest fixes to the eval.yaml and skill content, and tell me what to fix first.