3.7

Adjusted Signal

3.7

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

4.8K

Stars

—

Language

1.6M

Lines of Code

17.6K

Files

1.7K

Pattern Hits

2026-10-31

Scan Date

0.02

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 5.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1008 finding(s).

Hallucinated Dependency & Supply Chain Risk 11.8/100 · LOW

Are imports declared and package/API names verified? 637 finding(s).

Agent Over-Engineering Ratio 0.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 9 finding(s).

PR Review Velocity Impact 14.4/100 · LOW

Which changes need focused human review? 1653 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 267HIGH 113MEDIUM 114LOW 1159

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 1653 distinct pattern matches across 18 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hallucination Indicators267 hits · 3582 pts

Severity	File	Line	Snippet	Context
CRITICAL⚡	…s/core-changes/aspnetcore/3.0/obsolete-apis-removed.md	49	- [Microsoft.AspNetCore.Mvc.ModelBinding.Binders.ComplexTypeModelBinder(IDictionary`2)](/dotnet/api/microsoft.aspnetcore	CODE
CRITICAL⚡	…s/core-changes/aspnetcore/3.0/obsolete-apis-removed.md	51	- `Microsoft.AspNetCore.Mvc.ModelBinding.Binders.DoubleModelBinder(System.Globalization.NumberStyles)`	CODE
CRITICAL⚡	…s/core-changes/aspnetcore/3.0/obsolete-apis-removed.md	52	- `Microsoft.AspNetCore.Mvc.ModelBinding.Binders.FloatModelBinder(System.Globalization.NumberStyles)`	CODE
CRITICAL⚡	…s/core-changes/aspnetcore/3.0/obsolete-apis-removed.md	57	- `Microsoft.AspNetCore.Mvc.ModelBinding.Binders.SimpleTypeModelBinder(System.Type)`	CODE
CRITICAL	…s/core-changes/aspnetcore/3.0/obsolete-apis-removed.md	72	- `Microsoft.AspNetCore.Mvc.RazorPages.Infrastructure.RazorPageAdapter(RazorPageBase)`	CODE
CRITICAL	…s/core-changes/aspnetcore/3.0/obsolete-apis-removed.md	106	- `Microsoft.AspNetCore.Mvc.ModelBinding.ParameterBinder.BindModelAsync(ActionContext,IValueProvider,ParameterDescriptor	CODE
CRITICAL	…s/core-changes/aspnetcore/3.0/obsolete-apis-removed.md	107	- [Microsoft.AspNetCore.Mvc.ModelBinding.ParameterBinder.BindModelAsync(ActionContext,IValueProvider,ParameterDescriptor	CODE
CRITICAL	…s/core-changes/aspnetcore/3.0/obsolete-apis-removed.md	195	- `M:Microsoft.AspNetCore.Mvc.ModelBinding.ParameterBinder.BindModelAsync(Microsoft.AspNetCore.Mvc.ActionContext,Microso	CODE
CRITICAL	…s/core-changes/aspnetcore/3.0/obsolete-apis-removed.md	196	- `M:Microsoft.AspNetCore.Mvc.ModelBinding.ParameterBinder.BindModelAsync(Microsoft.AspNetCore.Mvc.ActionContext,Microso	CODE
CRITICAL⚡	…s/core-changes/aspnetcore/3.0/authn-apis-json-types.md	20	- <xref:Microsoft.AspNetCore.Authentication.OAuth.Claims.ClaimAction.Run(Newtonsoft.Json.Linq.JObject,System.Security.Cl	CODE
CRITICAL⚡	…s/core-changes/aspnetcore/3.0/authn-apis-json-types.md	24	- <xref:Microsoft.AspNetCore.Authentication.OAuth.OAuthTokenResponse.Success(Newtonsoft.Json.Linq.JObject)> now accepts	CODE
CRITICAL⚡	…s/core-changes/aspnetcore/3.0/authn-apis-json-types.md	27	- The last parameter of [TwitterHandler.CreateTicketAsync(ClaimsIdentity,AuthenticationProperties,AccessToken,JObject)](	CODE
CRITICAL⚡	…cryptography/2.1/compute-signature-silent-parameter.md	3	In .NET Core, the Boolean `silent` parameter of the <xref:System.Security.Cryptography.Pkcs.SignedCms.ComputeSignature(S	CODE
CRITICAL⚡	…cryptography/2.1/compute-signature-silent-parameter.md	7	In .NET Framework, the `silent` parameter of the <xref:System.Security.Cryptography.Pkcs.SignedCms.ComputeSignature(Syst	CODE
CRITICAL⚡	…cryptography/2.1/compute-signature-silent-parameter.md	17	To ensure a PIN prompt appears if required, desktop applications should call <xref:System.Security.Cryptography.Pkcs.Sig	CODE
CRITICAL⚡	…cryptography/2.1/compute-signature-silent-parameter.md	25	- <xref:System.Security.Cryptography.Pkcs.SignedCms.ComputeSignature(System.Security.Cryptography.Pkcs.CmsSigner,System.	CODE
CRITICAL⚡	…cryptography/2.1/compute-signature-silent-parameter.md	31	- `M:System.Security.Cryptography.Pkcs.SignedCms.ComputeSignature(System.Security.Cryptography.Pkcs.CmsSigner,System.Boo	CODE
CRITICAL⚡	…ngboolean-does-not-throw-now-when-net-cannot-handle.md	9	Any code depending on <xref:System.Security.Cryptography.X509Certificates.X509Certificate2.ToString(System.Boolean)?disp	CODE
CRITICAL⚡	…ngboolean-does-not-throw-now-when-net-cannot-handle.md	19	- <xref:System.Security.Cryptography.X509Certificates.X509Certificate2.ToString(System.Boolean)?displayProperty=nameWith	CODE
CRITICAL⚡	…ngboolean-does-not-throw-now-when-net-cannot-handle.md	25	- `M:System.Security.Cryptography.X509Certificates.X509Certificate2.ToString(System.Boolean)`	CODE
CRITICAL⚡	…yformatter-can-fail-find-type-from-loadfrom-context.md	40	- <xref:System.Runtime.Serialization.Formatters.Binary.BinaryFormatter.Deserialize(System.IO.Stream)?displayProperty=nam	CODE
CRITICAL⚡	…yformatter-can-fail-find-type-from-loadfrom-context.md	41	- <xref:System.Runtime.Serialization.Formatters.Binary.BinaryFormatter.Deserialize(System.IO.Stream,System.Runtime.Remot	CODE
CRITICAL⚡	…yformatter-can-fail-find-type-from-loadfrom-context.md	48	- `M:System.Runtime.Serialization.Formatters.Binary.BinaryFormatter.Deserialize(System.IO.Stream)`	CODE
CRITICAL⚡	…yformatter-can-fail-find-type-from-loadfrom-context.md	49	- `M:System.Runtime.Serialization.Formatters.Binary.BinaryFormatter.Deserialize(System.IO.Stream,System.Runtime.Remoting	CODE
CRITICAL⚡	…ot-deserialize-hashtable-similar-ordered-collection.md	23	- <xref:System.Runtime.Serialization.Formatters.Soap.SoapFormatter.Serialize(System.IO.Stream,System.Object)?displayProp	CODE
CRITICAL⚡	…ot-deserialize-hashtable-similar-ordered-collection.md	24	- <xref:System.Runtime.Serialization.Formatters.Soap.SoapFormatter.Serialize(System.IO.Stream,System.Object,System.Runti	CODE
CRITICAL⚡	…ot-deserialize-hashtable-similar-ordered-collection.md	25	- <xref:System.Runtime.Serialization.Formatters.Soap.SoapFormatter.Deserialize(System.IO.Stream)?displayProperty=nameWit	CODE
CRITICAL⚡	…ot-deserialize-hashtable-similar-ordered-collection.md	26	- <xref:System.Runtime.Serialization.Formatters.Soap.SoapFormatter.Deserialize(System.IO.Stream,System.Runtime.Remoting.	CODE
CRITICAL⚡	…ot-deserialize-hashtable-similar-ordered-collection.md	32	- `M:System.Runtime.Serialization.Formatters.Soap.SoapFormatter.Serialize(System.IO.Stream,System.Object)`	CODE
CRITICAL⚡	…ot-deserialize-hashtable-similar-ordered-collection.md	33	- `M:System.Runtime.Serialization.Formatters.Soap.SoapFormatter.Serialize(System.IO.Stream,System.Object,System.Runtime.	CODE
CRITICAL⚡	…ot-deserialize-hashtable-similar-ordered-collection.md	34	- `M:System.Runtime.Serialization.Formatters.Soap.SoapFormatter.Deserialize(System.IO.Stream)`	CODE
CRITICAL⚡	…ot-deserialize-hashtable-similar-ordered-collection.md	35	- `M:System.Runtime.Serialization.Formatters.Soap.SoapFormatter.Deserialize(System.IO.Stream,System.Runtime.Remoting.Mes	CODE
CRITICAL	…ide/runtime/wpf/horizontal-scrolling-virtualization.md	7	The operations include "Scroll Here" and "Right Edge", to use the names from the menu obtained by ri	CODE
CRITICAL	…ide/runtime/wpf/horizontal-scrolling-virtualization.md	15	The change produces a more predictable and intuitive experience for the end user, but it could also affect any app that	CODE
CRITICAL	…r-when-removing-an-item-from-custom-incc-collection.md	11	The exception's call stack begins `at System.Windows.Threading.Dispatcher.VerifyAccess() at System.Windows.DependencyObj	CODE
CRITICAL	…blickey-returns-rsacng-on-net462-or-lightup-without.md	23	- <xref:System.Security.Cryptography.Xml.SignedXml.CheckSignatureReturningKey(System.Security.Cryptography.AsymmetricAlg	CODE
CRITICAL	…-now-correctly-loads-rsa-keys-non-standard-key-size.md	5	In .NET Framework versions prior to 4.6.2, customers with non-standard key sizes for RSA certificates are unable to acce	CODE
CRITICAL	…-now-correctly-loads-rsa-keys-non-standard-key-size.md	21	- <xref:System.Security.Cryptography.X509Certificates.RSACertificateExtensions.GetRSAPrivateKey(System.Security.Cryptogr	CODE
CRITICAL	…-now-correctly-loads-rsa-keys-non-standard-key-size.md	22	- <xref:System.Security.Cryptography.X509Certificates.RSACertificateExtensions.GetRSAPublicKey(System.Security.Cryptogra	CODE
CRITICAL⚡	…trol-characters-with-datacontractjsonserializer-now.md	25	- <xref:System.Runtime.Serialization.Json.DataContractJsonSerializer.WriteObject(System.IO.Stream,System.Object)?display	CODE
CRITICAL⚡	…trol-characters-with-datacontractjsonserializer-now.md	26	- <xref:System.Runtime.Serialization.Json.DataContractJsonSerializer.WriteObject(System.Xml.XmlDictionaryWriter,System.O	CODE
CRITICAL⚡	…trol-characters-with-datacontractjsonserializer-now.md	27	- <xref:System.Runtime.Serialization.Json.DataContractJsonSerializer.WriteObject(System.Xml.XmlWriter,System.Object)?dis	CODE
CRITICAL	…ndamentals/syslib-diagnostics/experimental-overview.md	31	\| SYSLIB5004 \| .NET 9 \| <xref:System.Runtime.Intrinsics.X86.X86Base.DivRem(System.UInt32,System.I	CODE
CRITICAL	docs/fundamentals/syslib-diagnostics/syslib0028.md	14	Use the appropriate method to get the private key, such as <xref:System.Security.Cryptography.X509Certificates.RSACertif	CODE
CRITICAL	…undamentals/syslib-diagnostics/obsoletions-overview.md	55	\| [SYSLIB0028](syslib0028.md) \| Warning \| <xref:System.Security.Cryptography.X509Certificates.X509Certificate2.PrivateKe	CODE
CRITICAL⚡	docs/fundamentals/syslib-diagnostics/syslib0055.md	12	- <xref:System.Runtime.Intrinsics.Arm.AdvSimd.Arm64.ShiftRightLogicalRoundedNarrowingSaturateScalar(System.Runtime.Intri	CODE
CRITICAL⚡	docs/fundamentals/syslib-diagnostics/syslib0055.md	13	- <xref:System.Runtime.Intrinsics.Arm.AdvSimd.Arm64.ShiftRightLogicalRoundedNarrowingSaturateScalar(System.Runtime.Intri	CODE
CRITICAL⚡	docs/fundamentals/syslib-diagnostics/syslib0055.md	14	- <xref:System.Runtime.Intrinsics.Arm.AdvSimd.Arm64.ShiftRightLogicalRoundedNarrowingSaturateScalar(System.Runtime.Intri	CODE
CRITICAL⚡	docs/fundamentals/syslib-diagnostics/syslib0055.md	15	- <xref:System.Runtime.Intrinsics.Arm.AdvSimd.ShiftRightLogicalRoundedNarrowingSaturateLower(System.Runtime.Intrinsics.V	CODE
CRITICAL⚡	docs/fundamentals/syslib-diagnostics/syslib0055.md	16	- <xref:System.Runtime.Intrinsics.Arm.AdvSimd.ShiftRightLogicalRoundedNarrowingSaturateLower(System.Runtime.Intrinsics.V	CODE
CRITICAL⚡	docs/fundamentals/syslib-diagnostics/syslib0055.md	17	- <xref:System.Runtime.Intrinsics.Arm.AdvSimd.ShiftRightLogicalRoundedNarrowingSaturateLower(System.Runtime.Intrinsics.V	CODE
CRITICAL⚡	docs/fundamentals/syslib-diagnostics/syslib0055.md	18	- <xref:System.Runtime.Intrinsics.Arm.AdvSimd.ShiftRightLogicalRoundedNarrowingSaturateUpper(System.Runtime.Intrinsics.V	CODE
CRITICAL⚡	docs/fundamentals/syslib-diagnostics/syslib0055.md	19	- <xref:System.Runtime.Intrinsics.Arm.AdvSimd.ShiftRightLogicalRoundedNarrowingSaturateUpper(System.Runtime.Intrinsics.V	CODE
CRITICAL⚡	docs/fundamentals/syslib-diagnostics/syslib0055.md	20	- <xref:System.Runtime.Intrinsics.Arm.AdvSimd.ShiftRightLogicalRoundedNarrowingSaturateUpper(System.Runtime.Intrinsics.V	CODE
CRITICAL⚡	docs/fundamentals/syslib-diagnostics/syslib0055.md	30	Intentionally convert the data to signed types and call the corresponding unsigned overload instead, for example, <xref:	CODE
CRITICAL	docs/fundamentals/syslib-diagnostics/syslib0035.md	14	Use the overload that accepts a <xref:System.Security.Cryptography.Pkcs.CmsSigner>, that is, <xref:System.Security.Crypt	CODE
CRITICAL⚡	docs/fundamentals/apicompat/assembly-validation.md	81	C:\Users\me\.nuget\packages\microsoft.dotnet.apicompat.task\8.0.100\build\Microsoft.DotNet.ApiCompat.ValidateAssembli	CODE
CRITICAL⚡	docs/fundamentals/apicompat/assembly-validation.md	82	1>C:\Users\me\.nuget\packages\microsoft.dotnet.apicompat.task\8.0.100\build\Microsoft.DotNet.ApiCompat.ValidateAssemb	CODE
CRITICAL⚡	docs/fundamentals/apicompat/assembly-validation.md	83	1>C:\Users\me\.nuget\packages\microsoft.dotnet.apicompat.task\8.0.100\build\Microsoft.DotNet.ApiCompat.ValidateAssemb	CODE
CRITICAL⚡	docs/core/compatibility/unsupported-apis.md	191	\| <xref:System.Runtime.InteropServices.WindowsRuntime.WindowsRuntimeMarshal.StringToHString(System.String)?displayProper	CODE
207 more matches not shown…

Over-Commented Block734 hits · 732 pts

Severity	File	Line	Snippet	Context
LOW	…/networking/snippets/httpclient/Program.GetFromJson.cs	21	// Todo { UserId = 1, Id = 9, Title = molestiae perspiciatis ipsa, Completed = False }	COMMENT
LOW	…mentals/networking/snippets/httpclient/Program.Head.cs	21	// Expected output:	COMMENT
LOW	…entals/networking/snippets/httpclient/Program.Patch.cs	21	var jsonResponse = await response.Content.ReadAsStringAsync();	COMMENT
LOW	…tals/networking/snippets/httpclient/Program.Options.cs	21	// Expected output	COMMENT
LOW	docs/fundamentals/code-analysis/quality-rules/ca3003.md	81	protected void Page_Load(object sender, EventArgs e)	COMMENT
LOW	…ysis/quality-rules/snippets/csharp/all-rules/ca2216.cs	41	Dispose(true);	COMMENT
LOW	…ion/snippets/csharp/construct-generic-method/source.cs	1	//<Snippet1>	COMMENT
LOW	…ion/snippets/csharp/construct-generic-method/source.cs	41	public static void Main()	COMMENT
LOW	…ion/snippets/csharp/construct-generic-method/source.cs	81	// Define a public static method with standard calling	COMMENT
LOW	…ion/snippets/csharp/construct-generic-method/source.cs	101		COMMENT
LOW	…ion/snippets/csharp/construct-generic-method/source.cs	121	//	COMMENT
LOW	…ion/snippets/csharp/construct-generic-method/source.cs	141	//</Snippet8>	COMMENT
LOW	…ion/snippets/csharp/construct-generic-method/source.cs	161		COMMENT
LOW	…ion/snippets/csharp/construct-generic-method/source.cs	201	// get the Add method for the generic type defintion,	COMMENT
LOW	…ion/snippets/csharp/construct-generic-method/source.cs	261	// Save the assembly, so it can be examined with Ildasm.exe.	COMMENT
LOW	…ion/snippets/csharp/construct-generic-method/source.cs	281		COMMENT
LOW	…reflection/snippets/csharp/emit-generic-type/source.cs	81		COMMENT
LOW	…reflection/snippets/csharp/emit-generic-type/source.cs	101	TSecond.SetInterfaceConstraints(interfaceTypes);	COMMENT
LOW	…reflection/snippets/csharp/emit-generic-type/source.cs	121	Type listOfTFirst = listOf.MakeGenericType(TFirst);	COMMENT
LOW	…reflection/snippets/csharp/emit-generic-type/source.cs	141	// the constructor of List<TFirst> directly. There are two	COMMENT
LOW	…reflection/snippets/csharp/emit-generic-type/source.cs	181	//</Snippet23>	COMMENT
LOW	…ippets/csharp/instantiate-generic-type/GenericTypes.cs	121	// You can also obtain the generic type definition from a	COMMENT
LOW	…ats-new/snippets/dotnet-9/csharp/RegularExpressions.cs	21	Console.WriteLine($"Split: \"{s}\"");	COMMENT
LOW	docs/core/whats-new/snippets/dotnet-9/csharp/Program.cs	1	//Linq.RunIt();	COMMENT
LOW	…ions/snippets/configuration/custom-provider/Program.cs	21	await host.RunAsync();	COMMENT
LOW	…ensions/snippets/configuration/app-lifetime/Program.cs	21	// info: AppLifetime.Example.ExampleHostedService[0]	COMMENT
LOW	…tensions/snippets/configuration/console-xml/Program.cs	41		COMMENT
LOW	…tensions/snippets/configuration/console-ini/Program.cs	21	// Application code should start here.	COMMENT
LOW	…tensions/snippets/configuration/console-raw/Program.cs	21	// KeyTwo = True	COMMENT
LOW	…sions/dependency-injection/snippets/console/Program.cs	41	// IExampleTransientService: d08a27fa-87d2-4a06-98d7-2773af886125 (Always different)	COMMENT
LOW	…dency-injection/snippets/console-disposable/Program.cs	41	// TransientDisposable.Dispose()	COMMENT
LOW	…iagnostics/snippets/diagnosticsource/csharp/Program.cs	81	// call listenerSubscription.Dispose() to cancel your subscription to the IObservable.	COMMENT
LOW	…rsions-are-installed/csharp/Properties/AssemblyInfo.cs	21		COMMENT
LOW	…/framework/wcf/feature-details/routing-introduction.md	341	//add the backupDestination endpoint	COMMENT
LOW	…etails/client-app-discovery-proxy-to-find-a-service.md	101	You have completed implementing the client application. Continue on to [How to: Test the Discovery Proxy](how-to-test-t	COMMENT
LOW	docs/framework/wcf/samples/custom-wsdl-publication.md	241	///	COMMENT
LOW	docs/framework/wcf/samples/custom-wsdl-publication.md	261	///	COMMENT
LOW	…itional-apis/pos-for-net/asynchronous-output-sample.md	61	// the receipt printer.	COMMENT
LOW	…itional-apis/pos-for-net/poskeyboard-implementation.md	101	// DevicePath must be set before Open() is called.	COMMENT
LOW	…itional-apis/pos-for-net/poskeyboard-implementation.md	321	// Simulate input by moving through the	COMMENT
LOW	docs/framework/data/adonet/oracle-lobs.md	121	// "CREATE TABLE tablewithlobs (a int, b BLOB, c CLOB, d NCLOB)";	COMMENT
LOW	…work/data/adonet/sql/aspnet-apps-using-wait-handles.md	241	// WaitAny waits for any of the processes to	COMMENT
LOW	…ata/adonet/sql/windows-applications-using-callbacks.md	321	// than the form. Therefore you cannot simply call code that	COMMENT
LOW	…dard/parallel-programming/snippets/cs/cancellation1.cs	101	// 1,782, 1,815, 1,848, 1,881, 1,914, 1,947, 1,980, 2,013, 2,046, 2,079, 2,112,	COMMENT
LOW	…/parallel-programming/snippets/cs/continuationstate.cs	41	// Task was created at 10:56:21.1610677 and finished at 10:56:27.1707646.	COMMENT
LOW	…standard/parallel-programming/snippets/cs/attached1.cs	21	}, index, TaskCreationOptions.AttachedToParent);	COMMENT
LOW	…cs/standard/parallel-programming/snippets/cs/unwrap.cs	41	Console.WriteLine("Thread={0}, Next={1}", Thread.CurrentThread.ManagedThreadId, ++x);	COMMENT
LOW	…dard/parallel-programming/snippets/cs/asyncculture1.cs	41		COMMENT
LOW	…dard/parallel-programming/snippets/cs/asyncculture1.cs	61	// Executing a task synchronously:	COMMENT
LOW	…standard/parallel-programming/snippets/cs/detached1.cs	41	// Executing continuation of Task 1	COMMENT
LOW	…standard/snippets/simd/csharp/AdvancedVectorization.cs	21	// if (buffer.Length >= Vector512<T>.Count)	COMMENT
LOW	…standard/snippets/simd/csharp/AdvancedVectorization.cs	61	// <VectorSmall>	COMMENT
LOW	docs/standard/security/vulnerabilities-cbc-mode.md	241	{	COMMENT
LOW	docs/standard/security/vulnerabilities-cbc-mode.md	281	// In this example we use the master key length to change from HMACSHA256 to	COMMENT
LOW	docs/standard/security/vulnerabilities-cbc-mode.md	301	byte[] iv;	COMMENT
LOW	docs/standard/security/vulnerabilities-cbc-mode.md	321	// But note that it only does the auto-generation once. If the cipher	COMMENT
LOW	docs/standard/security/vulnerabilities-cbc-mode.md	361		COMMENT
LOW	docs/standard/security/vulnerabilities-cbc-mode.md	381	/// </exception>	COMMENT
LOW	docs/standard/security/vulnerabilities-cbc-mode.md	461	tagOffset + tagSizeInBytes,	COMMENT
LOW	docs/standard/security/vulnerabilities-cbc-mode.md	561	// An algorithm we don't understand	COMMENT
674 more matches not shown…

Synthetic Comment Markers91 hits · 670 pts

Severity	File	Line	Snippet	Context
HIGH	docs/framework/wcf/contract-first-tool.md	131	// This code was generated by a tool.	COMMENT
HIGH	…etails/client-app-discovery-proxy-to-find-a-service.md	114	// This code was generated by a tool.	COMMENT
HIGH	…gramming-guide/program-structure/coding-conventions.md	29	- You do not have to change the names of objects in auto-generated code to make them fit the guidelines.	CODE
HIGH	docs/ai/evaluation/libraries.md	3	description: Learn about the Microsoft.Extensions.AI.Evaluation libraries, which simplify the process of evaluating the	CODE
HIGH	docs/ai/evaluation/libraries.md	10	The Microsoft.Extensions.AI.Evaluation libraries simplify the process of evaluating the quality and safety of responses	CODE
HIGH	…guage-reference/compiler-messages/nullable-warnings.md	187	- [CS8669](#configure-nullable-context) - *The annotation for nullable reference types should only be used in code w	CODE
HIGH	…guage-reference/compiler-messages/nullable-warnings.md	229	- CS8669 - *The annotation for nullable reference types should only be used in code within a '#nullable' annotations	CODE
HIGH	…Const/MakeConst.CodeFixes/CodeFixResources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…zer-code-fix/MakeConst/MakeConst/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…/VS_Snippets_CFX/operationcontextscope/cs/proxycode.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…ts/csharp/VS_Snippets_CFX/interceptors/cs/proxycode.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…ippets/csharp/VS_Snippets_CFX/c_tcpclient/cs/source.cs	120	// This code was generated by a tool.	COMMENT
HIGH	…nippets_CFX/c_generatedcodefiles/cs/duplexproxycode.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…p/VS_Snippets_CFX/c_generatedcodefiles/cs/proxycode.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…arp/VS_Snippets_CFX/custompolicysample/cs/proxycode.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…Snippets_CFX/callbackbehaviorattribute/cs/proxycode.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…S_Snippets_CFX/channelfactorybehaviors/cs/proxycode.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…/VS_Snippets_CFX/clientproxycodesample/cs/proxycode.cs	4	// This code was generated by a tool.	COMMENT
HIGH	…VS_Snippets_CFX/messageheaderattribute/cs/proxycode.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…S_Snippets_CFX/servicemetadatabehavior/cs/proxycode.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…ippets_CFX/iinstancecontextinitializer/cs/proxycode.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…csharp/VS_Snippets_CFX/s_duplexclients/cs/proxycode.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…ets/csharp/VS_Snippets_CFX/sca.session/cs/proxycode.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…sharp/VS_Snippets_CFX/metadataresolver/cs/proxycode.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…harp/VS_Snippets_CFX/c_syncasyncclient/cs/proxycode.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…p/VS_Snippets_CFX/sca.callbackcontract/cs/proxycode.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…s_CFX/CFX_WCFDataServicesActivityExample/cs/Program.cs	282	// This code was generated by a tool.	COMMENT
HIGH	…erationbehaviorattribute_impersonation/cs/proxycode.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…sharp/VS_Snippets_CFX/eventasync/cs/generatedclient.cs	5	// This code was generated by a tool.	COMMENT
HIGH	…VS_Snippets_CFX/faultcontractattribute/cs/proxycode.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…Snippets_CFX/servicethrottlingbehavior/cs/proxycode.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…/writerreaderswinforms/properties/settings.designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…writerreaderswinforms/properties/resources.designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…ges/cs/compositeimages/properties/settings.designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…es/cs/compositeimages/properties/resources.designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…ts_Wpf/FindText/CSharp/Properties/Settings.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…s_Wpf/FindText/CSharp/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…Sharp/InvokePatternApp/Properties/Settings.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…harp/InvokePatternApp/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…ternApp/CSharp/InvokePatternApp/Properties/Settings.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…ernApp/CSharp/InvokePatternApp/Properties/Resources.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…_Wpf/InsertText/CSharp/Properties/Settings.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…Wpf/InsertText/CSharp/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…_CLR/CryptoWalkThru/cs/Properties/Settings.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…CLR/CryptoWalkThru/cs/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…/VS_Snippets_CLR/CodeDOM Class Sample/CS/SampleCode.cs	4	// This code was generated by a tool.	COMMENT
HIGH	…harp/VS_Snippets_Data/DLinqDataBinding/cs/northwind.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…p/VS_Snippets_Data/DLinqSQOTranslation/cs/northwind.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…/system.data.linq.objectchangeconflict/cs/northwind.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…sharp/VS_Snippets_Data/DLinqUDFS/cs/northwind-tfunc.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…harp/VS_Snippets_Data/DLinqObjectModel/cs/northwind.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…ata/DP L2E Examples/CS/adventureworksmodel.designer.cs	3	// This code was generated from a template.	COMMENT
HIGH	…s/csharp/VS_Snippets_Data/DLinqWalk4CS/cs/northwind.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…S_Snippets_Data/DLinqSubmittingChanges/cs/northwind.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…rp/VS_Snippets_Data/DLinqCompositeKeys/cs/northwind.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…harp/VS_Snippets_Data/DLinqSprox/cs/northwind-sprox.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…VS_Snippets_Data/DLinqDebuggingSupport/cs/northwind.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…/VS_Snippets_Data/DLinqOverrideDefault/cs/northwind.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…_Data/system.data.linq.dataloadoptions/cs/northwind.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…p/VS_Snippets_Data/DLinqObjectIdentity/cs/northwind.cs	3	// This code was generated by a tool.	COMMENT
31 more matches not shown…

Fake / Example Data364 hits · 304 pts

Severity	File	Line	Snippet	Context
LOW	…w/snippets/dotnet-8/csharp/ConsoleApp/Serialization.cs	41	{ "Names":["John Doe"], "Company":{"Name":"Contoso"} }	CODE
LOW	docs/core/whats-new/snippets/dotnet-9/csharp/Linq.cs	12	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	docs/core/whats-new/snippets/dotnet-9/csharp/Linq.cs	12	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	docs/core/whats-new/dotnet-8/runtime.md	293	{"Names":["John Doe"],"Company":{"Name":"Contoso","PhoneNumber":"N/A"}}	CODE
LOW	docs/core/extensions/primitives.md	87	In the preceding code, an instance of the `StringTokenizer` type is created given 900 auto-generated paragraphs of :::no	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	9	#region Fifty Paragraphs of Lorem Ipsum: https://loremipsum.io/generator	COMMENT
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	1809	#endregion Fifty Paragraphs of Lorem Ipsum: https://loremipsum.io/generator	COMMENT
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	10	private static readonly string s_nineHundredAutoGeneratedParagraphsOfLoremIpsum = @"Lorem ipsum dolor sit amet, cons	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	10	private static readonly string s_nineHundredAutoGeneratedParagraphsOfLoremIpsum = @"Lorem ipsum dolor sit amet, cons	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	12	Purus ut faucibus pulvinar elementum integer. Diam quam nulla porttitor massa id neque aliquam vestibulum. Leo vel orci	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	14	Pulvinar elementum integer enim neque volutpat ac. Rhoncus urna neque viverra justo nec. Nec ultrices dui sapien eget mi	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	14	Pulvinar elementum integer enim neque volutpat ac. Rhoncus urna neque viverra justo nec. Nec ultrices dui sapien eget mi	CODE
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LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	44	Neque gravida in fermentum et sollicitudin ac orci phasellus egestas. Malesuada fames ac turpis egestas sed. Lectus null	CODE
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LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	88	Morbi leo urna molestie at elementum. Lorem ipsum dolor sit amet consectetur. Condimentum id venenatis a condimentum. Ph	CODE
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LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	102	Urna condimentum mattis pellentesque id nibh tortor. Montes nascetur ridiculus mus mauris. Tortor vitae purus faucibus o	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	108	Ultrices neque ornare aenean euismod elementum nisi quis eleifend quam. Etiam tempor orci eu lobortis elementum. Viverra	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	108	Ultrices neque ornare aenean euismod elementum nisi quis eleifend quam. Etiam tempor orci eu lobortis elementum. Viverra	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	132	Ornare massa eget egestas purus viverra accumsan in nisl nisi. Magna sit amet purus gravida quis blandit turpis cursus.	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	132	Ornare massa eget egestas purus viverra accumsan in nisl nisi. Magna sit amet purus gravida quis blandit turpis cursus.	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	134	Cursus mattis molestie a iaculis at erat pellentesque. Cursus in hac habitasse platea dictumst. Cras ornare arcu dui viv	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	140	Porta lorem mollis aliquam ut. At auctor urna nunc id cursus metus. Sit amet nisl suscipit adipiscing. Tristique magna s	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	148	Tincidunt eget nullam non nisi. Erat imperdiet sed euismod nisi porta lorem. Commodo odio aenean sed adipiscing diam don	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	148	Tincidunt eget nullam non nisi. Erat imperdiet sed euismod nisi porta lorem. Commodo odio aenean sed adipiscing diam don	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	154	Tempus iaculis urna id volutpat lacus laoreet non curabitur gravida. Dolor sit amet consectetur adipiscing. Pellentesque	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	166	Fermentum iaculis eu non diam phasellus vestibulum lorem sed risus. Odio ut enim blandit volutpat maecenas. Euismod in p	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	168	Nunc scelerisque viverra mauris in. Feugiat sed lectus vestibulum mattis ullamcorper velit. At volutpat diam ut venenati	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	168	Nunc scelerisque viverra mauris in. Feugiat sed lectus vestibulum mattis ullamcorper velit. At volutpat diam ut venenati	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	170	Sapien pellentesque habitant morbi tristique senectus et. Tortor pretium viverra suspendisse potenti nullam. Vitae aliqu	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	198	Quis ipsum suspendisse ultrices gravida dictum fusce ut placerat orci. Sit amet consectetur adipiscing elit. Lacus suspe	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	198	Quis ipsum suspendisse ultrices gravida dictum fusce ut placerat orci. Sit amet consectetur adipiscing elit. Lacus suspe	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	200	Tellus id interdum velit laoreet id donec ultrices tincidunt arcu. Neque egestas congue quisque egestas diam in. Mattis	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	200	Tellus id interdum velit laoreet id donec ultrices tincidunt arcu. Neque egestas congue quisque egestas diam in. Mattis	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	202	Turpis in eu mi bibendum neque egestas congue. Feugiat sed lectus vestibulum mattis ullamcorper velit sed ullamcorper mo	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	236	Risus pretium quam vulputate dignissim suspendisse in. Arcu risus quis varius quam quisque id diam. Dictumst quisque sag	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	244	Morbi leo urna molestie at elementum eu facilisis. Id nibh tortor id aliquet lectus proin nibh nisl condimentum. Nascetu	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	244	Morbi leo urna molestie at elementum eu facilisis. Id nibh tortor id aliquet lectus proin nibh nisl condimentum. Nascetu	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	250	Montes nascetur ridiculus mus mauris vitae ultricies leo. Diam vel quam elementum pulvinar etiam non quam lacus suspendi	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	250	Montes nascetur ridiculus mus mauris vitae ultricies leo. Diam vel quam elementum pulvinar etiam non quam lacus suspendi	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	256	Scelerisque in dictum non consectetur a erat. Volutpat ac tincidunt vitae semper quis lectus nulla at. Tincidunt nunc pu	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	256	Scelerisque in dictum non consectetur a erat. Volutpat ac tincidunt vitae semper quis lectus nulla at. Tincidunt nunc pu	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	268	Leo vel fringilla est ullamcorper eget. Nam libero justo laoreet sit amet. Ipsum dolor sit amet consectetur adipiscing e	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	268	Leo vel fringilla est ullamcorper eget. Nam libero justo laoreet sit amet. Ipsum dolor sit amet consectetur adipiscing e	CODE
LOW⚡	…nsions/snippets/primitives/string/Example.Tokenizer.cs	272	Vulputate sapien nec sagittis aliquam malesuada bibendum. Blandit cursus risus at ultrices. At lectus urna duis convalli	CODE
304 more matches not shown…

Modern AI Meta-Vocabulary90 hits · 250 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/fundamentals/networking/telemetry/tracing.md	39	- It's also possible to [reuse the Aspire Service Defaults](#reuse-service-defaults-project-without-aspire-orchestration	CODE
MEDIUM	docs/fundamentals/networking/telemetry/metrics.md	28	- It's also possible to [reuse the Aspire Service Defaults](#reuse-service-defaults-project-without-aspire-orchestration	CODE
MEDIUM	docs/fundamentals/networking/telemetry/metrics.md	111	### Reuse Service Defaults project without Aspire orchestration	COMMENT
MEDIUM	docs/devops/dotnet-cli-and-continuous-integration.md	42	In general, a manual setup requires you to acquire a version of the tools (or the latest nightly builds of the tools) an	CODE
MEDIUM	docs/core/whats-new/dotnet-11/libraries.md	605	- [Discriminated-union scaffolding](#discriminated-union-scaffolding)	CODE
MEDIUM	docs/core/whats-new/dotnet-11/libraries.md	613	### Discriminated-union scaffolding	COMMENT
MEDIUM	docs/core/tools/dotnet-scaffold-telemetry.md	9	# dotnet-scaffold telemetry	COMMENT
MEDIUM	docs/core/tools/dotnet-scaffold-telemetry.md	33	https://aka.ms/dotnet-scaffold/telemetry	CODE
MEDIUM	docs/core/tools/dotnet-scaffold-telemetry.md	78	* [Microsoft.dotnet-scaffold NuGet package](https://www.nuget.org/packages/Microsoft.dotnet-scaffold/)	COMMENT
MEDIUM	docs/core/extensions/httpclient-factory-keyed-di.md	13	[_Keyed Services_](dependency-injection/overview.md#keyed-services) (also called _Keyed DI_) is a dependency injection (	CODE
MEDIUM	docs/core/extensions/timeprovider-testing.md	91	## Integration with dependency injection	COMMENT
MEDIUM	docs/core/extensions/logging/overview.md	53	## Integration with hosts and dependency injection	COMMENT
MEDIUM	docs/core/extensions/dependency-injection/overview.md	9	# .NET dependency injection	COMMENT
MEDIUM	docs/core/extensions/dependency-injection/usage.md	10	# Tutorial: Use dependency injection in .NET	COMMENT
MEDIUM	docs/core/extensions/dependency-injection/guidelines.md	13	## Design services for dependency injection	COMMENT
MEDIUM	docs/core/diagnostics/metrics-instrumentation.md	130	## Get a Meter via dependency injection	COMMENT
MEDIUM	docs/core/diagnostics/metrics-instrumentation.md	647	### Test with dependency injection	COMMENT
MEDIUM	docs/core/diagnostics/metrics-instrumentation.md	686	### Test without dependency injection	COMMENT
MEDIUM	…/core/diagnostics/distributed-tracing-configuration.md	28	The [complete sample](#run-the-sample) shows all three calls. A .NET host activates tracing subscriptions when the host	CODE
MEDIUM	docs/azure/sdk/dependency-injection.md	11	This article demonstrates how to register Azure service clients from the [latest Azure client libraries for .NET](https:	CODE
MEDIUM	docs/azure/sdk/aspnetcore-guidance.md	48	3. In the `Program.cs` file of your app, invoke the <xref:Microsoft.Extensions.Azure.AzureClientServiceCollectionExtensi	CODE
MEDIUM	docs/architecture/microservices/index.md	72	## Related microservice and container-based reference application: eShopOnContainers	COMMENT
MEDIUM	…available-multi-container-microservice-applications.md	32	## Software platforms for container clustering, orchestration, and scheduling	COMMENT
MEDIUM	…tions/identify-microservice-domain-model-boundaries.md	7	# Identify domain-model boundaries for each microservice	COMMENT
MEDIUM	…e-container-applications/maintain-microservice-apis.md	6	# Creating, evolving, and versioning microservice APIs and contracts	COMMENT
MEDIUM	…ications/communication-in-microservice-architecture.md	6	# Communication in a microservice architecture	COMMENT
MEDIUM	…ications/communication-in-microservice-architecture.md	40	## Asynchronous microservice integration enforces microservice's autonomy	COMMENT
MEDIUM	…iner-applications/data-sovereignty-per-microservice.md	6	# Data sovereignty per microservice	COMMENT
MEDIUM	…architect-microservice-container-applications/index.md	6	# Architecting container and microservice-based applications	COMMENT
MEDIUM	…plications/asynchronous-message-based-communication.md	43	## Asynchronous event-driven communication	COMMENT
MEDIUM	…ervice-communication-versus-the-api-gateway-pattern.md	6	# The API gateway pattern versus the Direct client-to-microservice communication	COMMENT
MEDIUM	…ervice-communication-versus-the-api-gateway-pattern.md	12	## Direct client-to-microservice communication	COMMENT
MEDIUM	…ervice-communication-versus-the-api-gateway-pattern.md	46	## Why consider API Gateways instead of direct client-to-microservice communication	COMMENT
MEDIUM	…-container-applications/distributed-data-management.md	10	## Challenge \#1: How to define the boundaries of each microservice	COMMENT
MEDIUM	…-container-applications/distributed-data-management.md	22	API Gateway. For simple data aggregation from multiple microservices that own different databases, the recommended a	CODE
MEDIUM	…-container-applications/distributed-data-management.md	58	A good solution for this problem is to use eventual consistency between microservices articulated through event-driven c	CODE
MEDIUM	…-container-applications/distributed-data-management.md	60	## Challenge \#4: How to design communication across microservice boundaries	COMMENT
MEDIUM	…-container-applications/distributed-data-management.md	80	The use of asynchronous communication is explained with additional details later in this guide in the sections [Asynchro	CODE
MEDIUM	…net-applications/implement-api-gateways-with-ocelot.md	84	The HTTP request will end up running that kind of C# code accessing the microservice database and any additional require	CODE
MEDIUM	…net-applications/implement-api-gateways-with-ocelot.md	112	- "5101:80" # Important: In a production environment you should remove the external port (5101) kept here for micr	CODE
MEDIUM	…net-applications/implement-api-gateways-with-ocelot.md	134	At this point, you could set a breakpoint in C# code in Visual Studio, test the microservice with the methods exposed in	CODE
MEDIUM	…net-applications/test-aspnet-core-services-web-apps.md	58	### Implementing integration and functional tests for each microservice	COMMENT
MEDIUM	…vice-net-applications/data-driven-crud-microservice.md	7	# Creating a simple data-driven CRUD microservice	COMMENT
MEDIUM	…vice-net-applications/data-driven-crud-microservice.md	13	## Designing a simple CRUD microservice	COMMENT
MEDIUM	…vice-net-applications/data-driven-crud-microservice.md	33	## Implementing a simple CRUD microservice with ASP.NET Core	COMMENT
MEDIUM	…oservice-net-applications/database-server-container.md	13	## SQL Server running as a container with a microservice-related database	COMMENT
MEDIUM	…ce-net-applications/microservice-application-design.md	7	# Design a microservice-oriented application	COMMENT
MEDIUM	…ce-net-applications/microservice-application-design.md	81	### Data sovereignty per microservice	COMMENT
MEDIUM	…ce-net-applications/microservice-application-design.md	94	## Benefits of a microservice-based solution	COMMENT
MEDIUM	…ce-net-applications/microservice-application-design.md	116	## Downsides of a microservice-based solution	COMMENT
MEDIUM	…croservice-application-layer-implementation-web-api.md	8	# Implement the microservice application layer using the Web API	COMMENT
MEDIUM	…service-ddd-cqrs-patterns/ddd-oriented-microservice.md	6	# Design a DDD-oriented microservice	COMMENT
MEDIUM	…service-ddd-cqrs-patterns/ddd-oriented-microservice.md	16	## Keep the microservice context boundaries relatively small	COMMENT
MEDIUM	…roservice-ddd-cqrs-patterns/cqrs-microservice-reads.md	6	# Implement reads/queries in a CQRS microservice	COMMENT
MEDIUM	…terns/microservice-application-layer-web-api-design.md	7	# Design the microservice application layer and Web API	COMMENT
MEDIUM	…terns/microservice-application-layer-web-api-design.md	11	## Use SOLID principles and Dependency Injection	COMMENT
MEDIUM	…dd-cqrs-patterns/net-core-microservice-domain-model.md	7	# Implement a microservice domain model with .NET	COMMENT
MEDIUM	…rns/apply-simplified-microservice-cqrs-ddd-patterns.md	6	# Apply simplified CQRS and DDD patterns in a microservice	COMMENT
MEDIUM	…rs-patterns/eshoponcontainers-cqrs-ddd-microservice.md	6	# Apply CQRS and CQS approaches in a DDD microservice in eShopOnContainers	COMMENT
MEDIUM	…d-cqrs-patterns/domain-events-design-implementation.md	317	#### Domain events can generate integration events to be published outside of the microservice boundaries	COMMENT
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Structural Annotation Overuse54 hits · 91 pts

Severity	File	Line	Snippet	Context
LOW	docs/core/tools/test-prerelease-sdk-locally.md	66	## Step 1: Install a prerelease SDK locally	COMMENT
LOW	docs/core/tools/test-prerelease-sdk-locally.md	96	## Step 2: Add .dotnet/ to .gitignore	COMMENT
LOW	docs/core/tools/test-prerelease-sdk-locally.md	123	## Step 3: Configure global.json	COMMENT
LOW	docs/core/tools/test-prerelease-sdk-locally.md	207	## Step 4: Create team install scripts (optional)	COMMENT
LOW	docs/core/tools/test-prerelease-sdk-locally.md	335	## Step 5: Verify the installation	COMMENT
LOW	docs/core/tools/test-prerelease-sdk-locally.md	364	## Step 6: Install workloads on the local SDK (optional)	COMMENT
LOW	docs/core/tools/test-prerelease-sdk-locally.md	438	## Step 7: Use the prerelease SDK in CI (optional)	COMMENT
LOW	docs/core/tutorials/netcore-hosting.md	38	### Step 1 - Load `hostfxr` and get exported hosting functions	COMMENT
LOW	docs/core/tutorials/netcore-hosting.md	64	### Step 2 - Initialize and start the .NET runtime	COMMENT
LOW	docs/core/tutorials/netcore-hosting.md	70	### Step 3 - Load managed assembly and get function pointer to a managed method	COMMENT
LOW	docs/core/tutorials/netcore-hosting.md	84	### Step 4 - Run managed code!	COMMENT
LOW⚡	docs/core/deploying/trimming/trimming-concepts.md	243	// Step 1: Source of the Type value	COMMENT
LOW⚡	docs/core/deploying/trimming/trimming-concepts.md	249	// Step 2: Type flows through generic parameter	COMMENT
LOW⚡	docs/core/deploying/trimming/trimming-concepts.md	256	// Step 3: Reflection creates the requirement	COMMENT
LOW	…ork/interop/how-to-migrate-managed-code-dcom-to-wcf.md	57	### Step 1: Define the WCF service interface	COMMENT
LOW	…ork/interop/how-to-migrate-managed-code-dcom-to-wcf.md	77	### Step 2: Define the data contract	COMMENT
LOW	…ork/interop/how-to-migrate-managed-code-dcom-to-wcf.md	120	### Step 3: Implement the WCF service	COMMENT
LOW	…ork/interop/how-to-migrate-managed-code-dcom-to-wcf.md	138	### Step 4: Configure the service and the client	COMMENT
LOW	…ork/interop/how-to-migrate-managed-code-dcom-to-wcf.md	171	### Step 5: Run the service	COMMENT
LOW	…ork/interop/how-to-migrate-managed-code-dcom-to-wcf.md	180	### Step 6: Call the service from the client	COMMENT
LOW	…ork/interop/how-to-migrate-managed-code-dcom-to-wcf.md	257	### Step 1: Define the Sessionful WCF service interface and implementation	COMMENT
LOW	…ork/interop/how-to-migrate-managed-code-dcom-to-wcf.md	298	### Step 2: Define the WCF factory service for the sessionful object	COMMENT
LOW	…ork/interop/how-to-migrate-managed-code-dcom-to-wcf.md	331	### Step 3: Configure and start the WCF services	COMMENT
LOW	…ork/interop/how-to-migrate-managed-code-dcom-to-wcf.md	378	### Step 4: Configure the client and call the service	COMMENT
LOW	…rk/wcf/troubleshooting-the-getting-started-tutorial.md	84	// Step 3: Add a service endpoint.	COMMENT
LOW⚡	…amework/wcf/how-to-host-and-run-a-basic-wcf-service.md	91	// Step 1: Create a URI to serve as the base address.	COMMENT
LOW⚡	…amework/wcf/how-to-host-and-run-a-basic-wcf-service.md	94	// Step 2: Create a ServiceHost instance.	COMMENT
LOW⚡	…amework/wcf/how-to-host-and-run-a-basic-wcf-service.md	99	// Step 3: Add a service endpoint.	COMMENT
LOW⚡	…amework/wcf/how-to-host-and-run-a-basic-wcf-service.md	102	// Step 4: Enable metadata exchange.	COMMENT
LOW⚡	…amework/wcf/how-to-host-and-run-a-basic-wcf-service.md	107	// Step 5: Start the service.	COMMENT
LOW	docs/framework/wcf/how-to-use-a-wcf-client.md	47	//Step 1: Create an instance of the WCF proxy.	COMMENT
LOW	docs/framework/wcf/how-to-use-a-wcf-client.md	50	// Step 2: Call the service operations.	COMMENT
LOW	docs/framework/wcf/how-to-use-a-wcf-client.md	75	// Step 3: Close the client to gracefully close the connection and clean up resources.	COMMENT
LOW	…ework/deployment/how-the-runtime-locates-assemblies.md	62	## Step 1: Examining the Configuration Files	COMMENT
LOW	…ework/deployment/how-the-runtime-locates-assemblies.md	145	## Step 2: Checking for Previously Referenced Assemblies	COMMENT
LOW	…ework/deployment/how-the-runtime-locates-assemblies.md	156	## Step 3: Checking the Global Assembly Cache	COMMENT
LOW	…ework/deployment/how-the-runtime-locates-assemblies.md	162	## Step 4: Locating the Assembly through Codebases or Probing	COMMENT
LOW	docs/framework/data/transactions/performing-recovery.md	18	### Step 1 - ReEnlist	COMMENT
LOW	docs/framework/data/transactions/performing-recovery.md	28	### Step 2 - Completing the recovery	COMMENT
LOW⚡	…ndamentals/expressions/snippets/expressions/Program.cs	32	// Step 1: 6 / 2 has higher precedence → interim value 3	COMMENT
LOW⚡	…ndamentals/expressions/snippets/expressions/Program.cs	33	// Step 2: 3 + 3 → final result 6	COMMENT
LOW	…/csharp/language-reference/compiler-messages/cs0433.md	82	### Step 1: Add an alias to one of the project references	COMMENT
LOW	…/csharp/language-reference/compiler-messages/cs0433.md	94	### Step 2: Use the extern alias in your code	COMMENT
LOW	.github/skills/error-consolidation-setup/SKILL.md	18	## Step 1: Ask for TOC Placement	COMMENT
LOW	.github/skills/error-consolidation-setup/SKILL.md	26	## Step 2: Create the Destination File	COMMENT
LOW	.github/skills/error-consolidation-setup/SKILL.md	56	## Step 3: Add the TOC Entry	COMMENT
LOW	.github/skills/error-consolidation-setup/SKILL.md	68	## Step 4: Populate Seed Error Codes	COMMENT
LOW	.github/skills/error-consolidation-setup/SKILL.md	93	## Step 5: Present for Review	COMMENT
LOW	.github/skills/error-consolidation-verify/SKILL.md	20	## Step 1: Extract All Error Codes	COMMENT
LOW	.github/skills/error-consolidation-verify/SKILL.md	27	## Step 2: Look Up Roslyn Messages	COMMENT
LOW	.github/skills/error-consolidation-verify/SKILL.md	50	## Step 3: Compare Every Instance	COMMENT
LOW⚡	.github/skills/error-consolidation-verify/SKILL.md	65	## Step 4: Fix All Mismatches	COMMENT
LOW⚡	.github/skills/error-consolidation-verify/SKILL.md	73	## Step 5: Verify See Also Links	COMMENT
LOW⚡	.github/skills/error-consolidation-verify/SKILL.md	77	## Step 6: Present Results	COMMENT

AI Response Leakage12 hits · 68 pts

Severity	File	Line	Snippet	Context
HIGH	docs/core/install/templates.md	83	The `{folder-path}` specified on the command becomes the template package identifier for all templates found. As specifi	CODE
HIGH	docs/fsharp/language-reference/arrays.md	133	[`Array.choose`](https://fsharp.github.io/fsharp-core-docs/reference/fsharp-collections-arraymodule.html#choose) selects	CODE
HIGH	docs/fsharp/language-reference/compiler-directives.md	30	The following code illustrates the use of the `#if`, `#else`, and `#endif` directives. In this example, the code contain	CODE
HIGH	docs/fsharp/language-reference/members/events.md	24	To create an event on a class that acts just like any other .NET Framework event, add to the class a `let` binding that	CODE
HIGH	…nterop/com-interop-sample-com-client-and-net-server.md	15	This sample demonstrates the interoperation of a [COM client](#cpconcominteropsamplecomclientnetserveranchor1) and a [.N	CODE
HIGH⚡	docs/orleans/implementation/cluster-management.md	515	1. [Apache ZooKeeper](https://zookeeper.apache.org/): In this implementation, the configured deployment ID is used a	CODE
HIGH⚡	docs/orleans/implementation/cluster-management.md	519	1. [AWS DynamoDB](https://aws.amazon.com/dynamodb/): In this implementation, the cluster Deployment ID is used as th	CODE
HIGH⚡	docs/orleans/implementation/cluster-management.md	521	1. [Apache Cassandra](https://cassandra.apache.org/_/index.html): In this implementation, the composite of Service I	CODE
HIGH	docs/csharp/fundamentals/types/enums.md	41	The discard pattern (`_`) handles any value not explicitly listed. Because an enum's underlying type is an integer, a va	CODE
HIGH	…sharp/linq/standard-query-operators/join-operations.md	159	The first step in producing a left outer join of two collections is to perform an inner join by using a group join. (See	CODE
HIGH	…s/csharp/language-reference/preprocessor-directives.md	309	- `10`: The column offset for the `#line` directive to take effect. In this example, the 10th column is reported as colu	CODE
HIGH	docs/csharp/tour-of-csharp/tutorials/list-collection.md	53	The code to display names makes use of the [string interpolation](../../language-reference/tokens/interpolated.md) featu	CODE

Slop Phrases11 hits · 32 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/ai/vector-stores/snippets/how-to/Program.cs	23	// placeholder vectors for demonstration purposes only.	COMMENT
MEDIUM	…kstarts/snippets/mcp-server/Tools/RandomNumberTools.cs	5	/// Sample MCP tools for demonstration purposes.	COMMENT
MEDIUM	…-implementation/snippets/staticinterfaces/Utilities.cs	7	where T : INumber<T> => (left + right) / T.CreateChecked(2); // note: the addition of left and right may overfl	CODE
MEDIUM	…es-and-structs/snippets/static-constructors/Program.cs	49	// For demonstration purposes we treat milliseconds as minutes to simulate	COMMENT
MEDIUM	…csharp/VS_Snippets_Misc/tpl_cancellation/cs/program.cs	71	// For demonstration purposes, show the OCE message.	COMMENT
MEDIUM	…S_Snippets_Misc/tpl_partitioners/cs/00/partitioners.cs	305	// For demonstration purposes. Each thread receives its own enumerator.	COMMENT
MEDIUM	…ppets/csharp/VS_Snippets_Misc/plinq/cs/plinqsamples.cs	460	// Create a data source for demonstration purposes.	COMMENT
MEDIUM	…S_Snippets_Misc/cds_blockingcollection/cs/example03.cs	65	// Counter for demonstration purposes only.	COMMENT
MEDIUM	…nippets_ADO.NET/DataWorks BulkCopy.Single/CS/source.cs	35	// in the same database. This is for demonstration purposes only.	COMMENT
MEDIUM	…ts_ADO.NET/DataWorks LargeValueType.Param/CS/source.cs	10	// The value 7 is supplied for demonstration purposes.	COMMENT
MEDIUM	…rp/VS_Snippets_VBCSharp/csProgGuideEvents/CS/Events.cs	137	// Diagnostic message for demonstration purposes.	COMMENT

Magic Placeholder Names6 hits · 30 pts

Severity	File	Line	Snippet	Context
HIGH	docs/ai/snippets/prompt-engineering/multi-turn-chat.cs	7	string apiKey = "<your-api-key>";	CODE
HIGH	docs/ai/vector-stores/snippets/how-to/PutItTogether.cs	17	string apiKey = "your-api-key";	CODE
HIGH	docs/ai/quickstarts/build-mcp-server.md	476	dotnet nuget push bin/Release/*.nupkg --api-key <your-api-key> --source https://api.nuget.org/v3/index.json	CODE
HIGH	docs/ai/quickstarts/build-mcp-server.md	484	dotnet nuget push bin/Release/*.nupkg --api-key <your-api-key> --source https://apiint.nugettest.org/v3/index.json	CODE
HIGH	docs/ai/quickstarts/text-to-image.md	127	"openai": "Endpoint=https://your-resource-name.openai.azure.com/;Key=your-api-key"	CODE
HIGH	…starts/snippets/text-to-image/hosting/appsettings.json	10	"openai": "Endpoint=https://your-endpoint.com/;Key=your-api-key"	CODE

Self-Referential Comments7 hits · 21 pts

Severity	File	Line	Snippet	Context
MEDIUM	.github/workflows/cleanrepo-orphaned-includes.yml	36	# Create the PR for the work done by the "clean repo" tool	COMMENT
MEDIUM	.github/workflows/cleanrepo-orphaned-articles.yml	36	# Create the PR for the work done by the "clean repo" tool	COMMENT
MEDIUM	.github/workflows/cleanrepo-orphaned-images.yml	36	# Create the PR for the work done by the "clean repo" tool	COMMENT
MEDIUM	.github/workflows/cleanrepo-replace-redirects.yml	36	# Create the PR for the work done by the "clean repo" tool	COMMENT
MEDIUM	.github/workflows/cleanrepo-orphaned-snippets.yml	36	# Create the PR for the work done by the "clean repo" tool	COMMENT
MEDIUM	.github/workflows/cleanrepo-relative-links.yml	36	# Create the PR for the work done by the "clean repo" tool	COMMENT
MEDIUM	.github/workflows/cleanrepo-redirect-hops.yml	36	# Create the PR for the work done by the "clean repo" tool	COMMENT

Cross-File Repetition4 hits · 20 pts

Severity	File	Snippet	Context
HIGH	…e/extensions/snippets/http/configurehandler/Program.cs	id: {todo?.id} (is completed: {todo?.completed}) title: {todo?.title}	STRING
HIGH	docs/core/extensions/snippets/http/basic/Program.cs	id: {todo?.id} (is completed: {todo?.completed}) title: {todo?.title}	STRING
HIGH	docs/core/extensions/snippets/http/typed/Program.cs	id: {todo?.id} (is completed: {todo?.completed}) title: {todo?.title}	STRING
HIGH	docs/core/extensions/snippets/http/named/Program.cs	id: {todo?.id} (is completed: {todo?.completed}) title: {todo?.title}	STRING

Decorative Section Separators4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/core/tools/test-prerelease-sdk-locally.md	224	# --------------------------------	COMMENT
MEDIUM	docs/core/tools/test-prerelease-sdk-locally.md	279	# --------------------------------	COMMENT
MEDIUM	…/fundamentals/expressions/snippets/equality/Program.cs	62	// ── Type declarations ────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ence/operators/snippets/EqualityHierarchies/Program.cs	20	// ── Type declarations ────────────────────────────────────────────────────────	COMMENT

AI Slop Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	…ts/workers/windows-service/WindowsBackgroundService.cs	34	// In order for the Windows Service Management system to leverage configured	COMMENT
MEDIUM	docs/ai/quickstarts/snippets/mcp-client/Program.cs	35	// Conversational loop that can utilize the tools via prompts.	COMMENT

Verbosity Indicators2 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW⚡	…ndamentals/expressions/snippets/expressions/Program.cs	32	// Step 1: 6 / 2 has higher precedence → interim value 3	COMMENT
LOW⚡	…ndamentals/expressions/snippets/expressions/Program.cs	33	// Step 2: 3 + 3 → final result 6	COMMENT

TODO Padding2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	…mpletion-service/App.SignalCompletionService/Worker.cs	9	// TODO: implement single execution logic here.	COMMENT
LOW	…UIAAutomationID_snip/CSharp/FindByAutomationID.xaml.cs	412	// TODO: Handle error condition.	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	…nippets/identifier-names/PrimaryConstructorExamples.cs	42	// Example usage	COMMENT

Redundant / Tautological Comments1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…/snippets/dotnet-publish-github-action/publish-app.yml	9	AZURE_WEBAPP_PACKAGE_PATH: '.' # Set this to the path to your web app project, defaults to the repository root:	CODE

Hyper-Verbose Identifiers1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…ts/async-state/csharp/AspNetCoreIntegration/Program.cs	37	public class RequestHandler(IAsyncContext<RequestMetadata> asyncContext)	CODE

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