2.5

Adjusted Signal

2.5

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

2.4K

Stars

Language

4.7M

Lines of Code

10.4K

Files

10.2K

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 10.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 9987 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.6/100 · LOW

Are imports declared and package/API names verified? 164 finding(s).

Agent Over-Engineering Ratio 0.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 101 finding(s).

PR Review Velocity Impact 11.8/100 · LOW

Which changes need focused human review? 10242 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 147HIGH 11MEDIUM 121LOW 9963

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 10242 distinct pattern matches across 17 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.

Over-Commented Block9872 hits · 9705 pts

Severity	File	Line	Snippet	Context
LOW	codecov.yml	1	# Codecov configuration	COMMENT
LOW	…c.Ua.SourceGeneration.Core/ModelDependencyReference.cs	81	/// The C# namespace the assembly used for this model's generated types.	COMMENT
LOW	…c.Ua.SourceGeneration.Core/ModelDependencyReference.cs	101	/// payload. Empty on transitive-dependency entries; non-empty	COMMENT
LOW	…a.SourceGeneration.Core/NodeManagerAttributeBinding.cs	41	{	COMMENT
LOW	…a.SourceGeneration.Core/NodeManagerAttributeBinding.cs	61		COMMENT
LOW	…a.SourceGeneration.Core/NodeManagerAttributeBinding.cs	81		COMMENT
LOW	…ls/Opc.Ua.SourceGeneration.Core/StackGenerationType.cs	41	/// Generate nothing	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/GeneratorOptions.cs	41	/// Optimize generated code for compile speed.	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/GeneratorOptions.cs	61	/// When set to <c>true</c>, the	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/GeneratorOptions.cs	81	/// When set to <c>true</c>, suppresses emission of the	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/GeneratorOptions.cs	101	/// model URI and C# prefix so the emitted accessors can reference	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/GeneratorOptions.cs	121	/// Overrides the partial extension class name. Defaults to the model name plus ClientMembers.	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/GeneratorOptions.cs	141	/// <para>	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/GeneratorOptions.cs	161	/// does not assign.	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/GeneratorOptions.cs	181	/// </summary>	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/GeneratorOptions.cs	201	public bool OmitEventRecords { get; set; }	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/GeneratorOptions.cs	221	/// When <c>false</c>, suppress the emission of the	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/SemVer.cs	41	/// </summary>	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/SemVer.cs	81		COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/SemVer.cs	241	/// <summary>	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/NodesetFile.cs	61	/// The nodeset parsed	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/NodesetFile.cs	81	public sealed record class NodesetFileOptions	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/NodesetFile.cs	101	public bool Ignore { get; init; }	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/NodesetFile.cs	121	/// </summary>	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/NodesetFile.cs	141	.Where(x => !x.Info!.Ignore)	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/NodesetFile.cs	641	// "http://example.com/" has no path to name the model after.	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/DesignFile.cs	41	public sealed record class DesignFileOptions	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/DesignFile.cs	61	public string? ModelPublicationDate { get; init; }	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/DesignFile.cs	81	/// </summary>	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/DesignFile.cs	101	/// <summary>	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/DesignFile.cs	121	/// Additional namespace URIs (beyond the model namespace) that	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/DesignFile.cs	141	/// <summary>	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/Generators.cs	41	/// </summary>	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/Generators.cs	101	/// <param name="referencedModels">Models supplied by referenced	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/Generators.cs	121	/// Optional caller-owned set that accumulates the bindings matched	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/Generators.cs	221	// A [NodeManager] bound to a model that a reference already	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/Generators.cs	301	reportBindingDiagnostic);	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/Generators.cs	421	// would land mid-identifier ("Acme@base"). Upper-casing the first	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/Generators.cs	441	/// <param name="path">The design file path, for diagnostics.</param>	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/Generators.cs	741	/// per pass would false-positive a binding matched by the other pass	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/Generators.cs	801	selector +	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/Generators.cs	861	/// <param name="telemetry">Telemetry context for logging</param>	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/Generators.cs	881	/// <param name="reportBindingDiagnostic">	COMMENT
LOW	tools/Opc.Ua.SourceGeneration.Core/Generators.cs	901	/// </param>	COMMENT
LOW	…/Opc.Ua.SourceGeneration.Core/NodesetIdentifierFile.cs	41	/// </summary>	COMMENT
LOW	…/Opc.Ua.SourceGeneration.Core/NodesetIdentifierFile.cs	61	/// </summary>	COMMENT
LOW	…/Opc.Ua.SourceGeneration.Core/NodesetIdentifierFile.cs	81	/// </summary>	COMMENT
LOW	…/Opc.Ua.SourceGeneration.Core/NodesetIdentifierFile.cs	101	/// The configured or resolved sidecar path.	COMMENT
LOW	….SourceGeneration.Core/Dependency/ModelDependencyV1.cs	41	/// Kind of node carried in a <see cref="ModelDependencyV1"/>.	COMMENT
LOW	….SourceGeneration.Core/Dependency/ModelDependencyV1.cs	61	/// ReferenceType.	COMMENT
LOW	….SourceGeneration.Core/Dependency/ModelDependencyV1.cs	81	/// <summary>	COMMENT
LOW	….SourceGeneration.Core/Dependency/ModelDependencyV1.cs	101	/// Carried in the structure field trailer.	COMMENT
LOW	….SourceGeneration.Core/Dependency/ModelDependencyV1.cs	141	/// DataType name (qualified).	COMMENT
LOW	….SourceGeneration.Core/Dependency/ModelDependencyV1.cs	181	/// <summary>	COMMENT
LOW	….SourceGeneration.Core/Dependency/ModelDependencyV1.cs	201	/// <summary>	COMMENT
LOW	….SourceGeneration.Core/Dependency/ModelDependencyV1.cs	221	/// <summary>	COMMENT
LOW	….SourceGeneration.Core/Dependency/ModelDependencyV1.cs	241	/// </summary>	COMMENT
LOW	….SourceGeneration.Core/Dependency/ModelDependencyV1.cs	261	/// </summary>	COMMENT
LOW	….SourceGeneration.Core/Dependency/ModelDependencyV1.cs	281	/// </summary>	COMMENT
LOW	….SourceGeneration.Core/Dependency/ModelDependencyV1.cs	301		COMMENT
9812 more matches not shown…

Hallucination Indicators147 hits · 1520 pts

Severity	File	Line	Snippet	Context
CRITICAL	…ceGeneration.Core/Generators/FluentBuilderGenerator.cs	42	/// <c>b.Boilers.Boiler__1.DrumX001.LIX001.Output.OnRead(...)</c>	COMMENT
CRITICAL	tools/Opc.Ua.Mcp.Gds/GdsAccess.cs	148	info.Session.MessageContext.Factory.Builder.AddOpcUaGds().AddOpcUaOnboarding().Commit();	CODE
CRITICAL	tools/Opc.Ua.Lens/Connection/CertificateStoreService.cs	139	using Opc.Ua.Security.Certificates.Certificate wrapper = Opc.Ua.Security.Certificates.Certificate.From(cert)	CODE
CRITICAL	tools/Opc.Ua.Lens/Connection/CertificateStoreService.cs	194	using Opc.Ua.Security.Certificates.Certificate wrapper = Opc.Ua.Security.Certificates.Certificate.From(cert)	CODE
CRITICAL	…/Companions/Providers/PackMlCompanionProvider.Tasks.cs	53	context.Session.MessageContext.Factory.Builder.AddOpcUaPackML().Commit();	CODE
CRITICAL	tools/Opc.Ua.Lens/Plugins/GdsPush/GdsPushPlugin.cs	848	Opc.Ua.Security.Certificates.Certificate.From(result.Certificate);	CODE
CRITICAL	plans/ServerDesignExplorationAlt.md	1215	Plus the generated typed traversal — `Configure(IBoilerNodeManagerBuilder builder)` — which the source generator alr	CODE
CRITICAL	…on.Samples.Tests/LinkedNativeDocumentConverterTests.cs	791	["href"] = Opc.Ua.WotCon.ObjectTypeIds.WoTRegistryType.ToString(),	STRING
CRITICAL	…s/Opc.Ua.Tools.Tests/Mcp/Core/ViewServiceToolsTests.cs	92	Assert.That(GetRequiredProperty(root, "statusCode").GetString(), Is.Not.Null.And.Not.EqualTo(string.Empty));	CODE
CRITICAL	…s/Opc.Ua.Tools.Tests/Mcp/Core/ViewServiceToolsTests.cs	206	Assert.That(GetRequiredProperty(root, "message").GetString(), Is.Not.Null.And.Not.EqualTo(string.Empty));	CODE
CRITICAL	…s/Opc.Ua.Tools.Tests/Mcp/Core/SessionResourcesTests.cs	86	Assert.That(document.RootElement.GetProperty("sessionId").GetString(), Is.Not.Null.And.Not.EqualTo(string.Em	CODE
CRITICAL	…Opc.Ua.Tools.Tests/Mcp/Core/MethodServiceToolsTests.cs	101	Assert.That(statusCode.GetString(), Is.Not.Null.And.Not.EqualTo(string.Empty));	CODE
CRITICAL	…ools.Tests/Mcp/Core/NodeManagementServiceToolsTests.cs	80	Assert.That(addStatusCode, Is.Not.Null.And.Not.EqualTo(string.Empty));	CODE
CRITICAL	…ools.Tests/Mcp/Core/NodeManagementServiceToolsTests.cs	86	Assert.That(createdNodeId, Is.Not.Null.And.Not.EqualTo(string.Empty));	CODE
CRITICAL	…ools.Tests/Mcp/Core/NodeManagementServiceToolsTests.cs	112	Assert.That(deleteStatusCode, Is.Not.Null.And.Not.EqualTo(string.Empty));	CODE
CRITICAL	…ools.Tests/Mcp/Core/NodeManagementServiceToolsTests.cs	159	Assert.That(createdNodeId, Is.Not.Null.And.Not.EqualTo(string.Empty));	CODE
CRITICAL	…ools.Tests/Mcp/Core/NodeManagementServiceToolsTests.cs	188	Assert.That(addReferenceStatusCode, Is.Not.Null.And.Not.EqualTo(string.Empty));	CODE
CRITICAL	…ools.Tests/Mcp/Core/NodeManagementServiceToolsTests.cs	219	Assert.That(deleteReferenceStatusCode, Is.Not.Null.And.Not.EqualTo(string.Empty));	CODE
CRITICAL	…ools.Tests/Mcp/Core/NodeManagementServiceToolsTests.cs	246	Assert.That(GetRequiredProperty(root, "message").GetString(), Is.Not.Null.And.Not.EqualTo(string.Empty));	CODE
CRITICAL	….Ua.Tools.Tests/Mcp/Core/AttributeServiceToolsTests.cs	70	Is.Not.Null.And.Not.EqualTo(string.Empty));	CODE
CRITICAL	….Ua.Tools.Tests/Mcp/Core/AttributeServiceToolsTests.cs	179	Assert.That(GetRequiredProperty(root, "message").GetString(), Is.Not.Null.And.Not.EqualTo(string.Empty));	CODE
CRITICAL	….Ua.Tools.Tests/Mcp/Core/DiscoveryServiceToolsTests.cs	91	Assert.That(GetRequiredProperty(root, "lastCounterResetTime").GetString(), Is.Not.Null.And.Not.EqualTo(strin	CODE
CRITICAL	….Ua.Tools.Tests/Mcp/Core/DiscoveryServiceToolsTests.cs	152	Assert.That(GetRequiredProperty(root, "message").GetString(), Is.Not.Null.And.Not.EqualTo(string.Empty));	CODE
CRITICAL	…Tools.Tests/Mcp/Core/MonitoredItemServiceToolsTests.cs	299	Is.Not.Null.And.Not.EqualTo(string.Empty));	CODE
CRITICAL	…s/Opc.Ua.Tools.Tests/Mcp/Core/ConvenienceToolsTests.cs	61	Assert.That(GetRequiredProperty(root, "value").GetString(), Is.Not.Null.And.Not.EqualTo(string.Empty));	CODE
CRITICAL	…s/Opc.Ua.Tools.Tests/Mcp/Core/ConvenienceToolsTests.cs	276	Assert.That(GetRequiredProperty(root, "message").GetString(), Is.Not.Null.And.Not.EqualTo(string.Empty));	CODE
CRITICAL	….Tools.Tests/Mcp/Core/SubscriptionServiceToolsTests.cs	423	Is.Not.Null.And.Not.EqualTo(string.Empty));	CODE
CRITICAL	….Tools.Tests/Mcp/Core/SubscriptionServiceToolsTests.cs	430	Assert.That(GetRequiredProperty(root, "message").GetString(), Is.Not.Null.And.Not.EqualTo(string.Empty));	CODE
CRITICAL	…cpVisionSecurity/SecurityF19VisionFileSecurityTests.cs	452	Assert.That(handle, Is.Not.Zero.And.Not.EqualTo(11u));	CODE
CRITICAL	….Robotics.Tests/BinPickingPalletizerKinematicsTests.cs	79	executor.CurrentSnapshot.ToolPose.Position.Span.ToArray(),	CODE
CRITICAL	…ts/Opc.Ua.Server.Tests/ServerSystemContextCopyTests.cs	76	Is.Not.Null.And.Not.EqualTo(DefaultOf(field.FieldType)),	CODE
CRITICAL	…ts/Opc.Ua.Server.Tests/ServerSystemContextCopyTests.cs	295	Is.Not.Null.And.Not.EqualTo(DefaultOf(field.FieldType)),	CODE
CRITICAL	…Server.Tests/AliasNames/AliasRefreshRegressionTests.cs	674	Assert.That(publishedCounts, Is.Not.Empty.And.All.EqualTo(33));	CODE
CRITICAL	…ests/Configuration/EccScalarLifetimeRegressionTests.cs	66	Assert.That(captured, Is.Not.Null.And.Length.EqualTo(32));	CODE
CRITICAL	…ation/AdditionalEntropyCertificateKeyGeneratorTests.cs	229	Assert.That(csr, Is.Not.Null.And.Length.GreaterThan(0));	CODE
CRITICAL	…Tests/NodeManager/EventAuthorizationRegressionTests.cs	126	Assert.That(harness.Alice.Session.EffectiveIdentity.GrantedRoleIds.Contains(	CODE
CRITICAL	…Tests/CoverageNodeSet/CoverageNodeSetAssertionsBase.cs	442	Assert.That(inputs, Is.Not.Null.And.Length.EqualTo(2));	CODE
CRITICAL	…Tests/CoverageNodeSet/CoverageNodeSetAssertionsBase.cs	445	Assert.That(outputs, Is.Not.Null.And.Length.EqualTo(1));	CODE
CRITICAL	…ts/Opc.Ua.Server.Tests/Programs/ProgramRuntimeTests.cs	126	await fixture.Runtime.Node.ProgramDiagnostic.LastMethodCall.ReadAttributeAsync(	CODE
CRITICAL	…rver.Tests/Historian/HistorianDispatcherBranchTests.cs	811	Assert.That(values, Is.Not.Null.And.Length.EqualTo(3));	CODE
CRITICAL	…rver.Tests/Historian/HistorianDispatcherBranchTests.cs	1047	Assert.That(values, Is.Not.Null.And.Length.EqualTo(1));	CODE
CRITICAL	…rver.Tests/Historian/HistorianDispatcherBranchTests.cs	1106	Assert.That(values, Is.Not.Null.And.Length.EqualTo(3));	CODE
CRITICAL	…rver.Tests/Historian/HistorianDispatcherBranchTests.cs	1284	Assert.That(values, Is.Not.Null.And.Length.EqualTo(2));	CODE
CRITICAL	…rver.Tests/Historian/HistorianDispatcherBranchTests.cs	1473	Assert.That(values, Is.Not.Null.And.Length.EqualTo(1));	CODE
CRITICAL	….Ua.Server.Tests/Historian/HistorianDispatcherTests.cs	1072	Assert.That(values, Is.Not.Null.And.Length.EqualTo(1));	CODE
CRITICAL	…Tests/Session/SessionRoleAuthorizationSecurityTests.cs	275	Assert.That(harness.Created.Session.EffectiveIdentity.GrantedRoleIds.ToArray(),	CODE
CRITICAL	…Tests/Session/SessionRoleAuthorizationSecurityTests.cs	326	Assert.That(harness.Created.Session.EffectiveIdentity.GrantedRoleIds.ToArray(),	CODE
CRITICAL	…Tests/Session/SessionRoleAuthorizationSecurityTests.cs	341	Assert.That(harness.Created.Session.EffectiveIdentity.GrantedRoleIds.ToArray(),	CODE
CRITICAL	…sts/Opc.Ua.Types.Tests/State/BaseVariableStateTests.cs	1371	writers[ii] = System.Threading.Tasks.Task.Factory.StartNew(	CODE
CRITICAL	…ts/Opc.Ua.Types.Tests/Wot/WotDataTypeAuthorityTests.cs	515	System.Text.Json.Nodes.JsonObject definition = System.Text.Json.Nodes.JsonNode.Parse(schema)!.AsObject();	CODE
CRITICAL	…ts/Opc.Ua.Types.Tests/Wot/WotDataTypeAuthorityTests.cs	518	definition[term] = System.Text.Json.Nodes.JsonNode.Parse(value);	CODE
CRITICAL	tests/Opc.Ua.AutoID.Tests/AutoIdModelLoadingTests.cs	206	Assert.That(copy.ScanResult, Is.Not.Null.And.Not.SameAs(rfidScan.ScanResult));	CODE
CRITICAL	…MachineTool.Tests/MachineToolProductionFactoryTests.cs	323	fixture.Context.Context.EncodeableFactory.Builder.AddGmsTypeSystem().Commit();	CODE
CRITICAL	…pc.Ua.Lens.Desktop.Tests/Desktop/DialogDesktopTests.cs	137	Is.Not.Null.And.Not.EqualTo(IntPtr.Zero));	CODE
CRITICAL	…Ua.WotCon.Tests/Samples/WotAggregationDocumentTests.cs	778	var converter = new Opc.Ua.WotCon.Server.Materialization.WotNodeSetDocumentConverter(options);	CODE
CRITICAL	…Ua.WotCon.Tests/Samples/WotAggregationDocumentTests.cs	796	async () => await new Opc.Ua.WotCon.Server.Materialization.WotNodeSetDocumentConverter(options)	CODE
CRITICAL	…Ua.WotCon.Tests/Samples/WotAggregationDocumentTests.cs	819	var converter = new Opc.Ua.WotCon.Server.Materialization.WotNodeSetDocumentConverter(options);	CODE
CRITICAL⚡	…Ua.WotCon.Tests/Samples/WotAggregationDocumentTests.cs	924	using var registry = new Opc.Ua.WotCon.Server.Registry.WotRegistryService();	CODE
CRITICAL⚡	…Ua.WotCon.Tests/Samples/WotAggregationDocumentTests.cs	931	contents[Opc.Ua.WotCon.Server.Registry.WotContentDigest.ToHex(	CODE
CRITICAL⚡	…Ua.WotCon.Tests/Samples/WotAggregationDocumentTests.cs	932	Opc.Ua.WotCon.Server.Registry.WotContentDigest.Compute(content))] = content;	CODE
87 more matches not shown…

Decorative Section Separators76 hits · 228 pts

Severity	File	Line	Snippet	Context
MEDIUM	…Tests/Fluent/InstanceCreationBuilderExtensionsTests.cs	380	// ── Manager-level (root) CreateInstance ─────────────────────────────	COMMENT
MEDIUM	…/Opc.Ua.Server.Tests/Fluent/BrowsePathResolverTests.cs	199	// ── Cross-namespace name-only fallback ─────────────────────	COMMENT
MEDIUM	…erver.Tests/Historian/HistorianDispatcherExtraTests.cs	59	// ─── DispatchRawReadAsync null-arg guards ────────────────────────────	COMMENT
MEDIUM	…erver.Tests/Historian/HistorianDispatcherExtraTests.cs	154	// ─── Modified data read (IsReadModified = true) ──────────────────────	COMMENT
MEDIUM	…erver.Tests/Historian/HistorianDispatcherExtraTests.cs	201	// ─── AtTime read – interpolation branches ────────────────────────────	COMMENT
MEDIUM	…erver.Tests/Historian/HistorianDispatcherExtraTests.cs	893	// ─── Helpers ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	…erver.Tests/Historian/HistorianDispatcherExtraTests.cs	900	// ─── DispatchRawReadAsync null systemContext guard ───────────────────	COMMENT
MEDIUM	…erver.Tests/Historian/HistorianDispatcherExtraTests.cs	921	// ─── ReleaseContinuationPoint null-arg guards ────────────────────────	COMMENT
MEDIUM	…erver.Tests/Historian/HistorianDispatcherExtraTests.cs	950	// ─── TimestampsToReturn.Neither clears sourceTimestamp ───────────────	COMMENT
MEDIUM	…erver.Tests/Historian/HistorianDispatcherExtraTests.cs	994	// ─── DataEncoding unsupported path ───────────────────────────────────	COMMENT
MEDIUM	…Server.Tests/Historian/HistorianDispatcherGapsTests.cs	59	// ─── IsAnnotationsProperty ──────────────────────────────────────────	COMMENT
MEDIUM	…Server.Tests/Historian/HistorianDispatcherGapsTests.cs	148	// ─── GetAnnotationsParent ────────────────────────────────────────────	COMMENT
MEDIUM	…Server.Tests/Historian/HistorianDispatcherGapsTests.cs	197	// ─── DispatchUpdateDataAsync ─────────────────────────────────────────	COMMENT
MEDIUM	…Server.Tests/Historian/HistorianDispatcherGapsTests.cs	368	// ─── DispatchEventReadAsync ──────────────────────────────────────────	COMMENT
MEDIUM	…Server.Tests/Historian/HistorianDispatcherGapsTests.cs	441	// ─── DispatchUpdateEventAsync ────────────────────────────────────────	COMMENT
MEDIUM	…Server.Tests/Historian/HistorianDispatcherGapsTests.cs	652	// ─── DispatchDeleteEventsAsync ───────────────────────────────────────	COMMENT
MEDIUM	…Server.Tests/Historian/HistorianDispatcherGapsTests.cs	714	// ─── ProjectEventFields ──────────────────────────────────────────────	COMMENT
MEDIUM	…Server.Tests/Historian/HistorianDispatcherGapsTests.cs	917	// ─── Helpers ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	….Server.Tests/Historian/InMemoryHistorianExtraTests.cs	61	// ─── InsertBatchAsync – null values entry ────────────────────────────	COMMENT
MEDIUM	….Server.Tests/Historian/InMemoryHistorianExtraTests.cs	90	// ─── DeleteRawAsync – no archive ────────────────────────────────────	COMMENT
MEDIUM	….Server.Tests/Historian/InMemoryHistorianExtraTests.cs	114	// ─── DeleteRawAsync – isDeleteModified=true ──────────────────────────	COMMENT
MEDIUM	….Server.Tests/Historian/InMemoryHistorianExtraTests.cs	176	// ─── DeleteRawAsync – start > end swap ──────────────────────────────	COMMENT
MEDIUM	….Server.Tests/Historian/InMemoryHistorianExtraTests.cs	204	// ─── DeleteAtTimeAsync – no archive ─────────────────────────────────	COMMENT
MEDIUM	….Server.Tests/Historian/InMemoryHistorianExtraTests.cs	228	// ─── DeleteAnnotationsAsync – no archive ─────────────────────────────	COMMENT
MEDIUM	….Server.Tests/Historian/InMemoryHistorianExtraTests.cs	251	// ─── Annotation paths ────────────────────────────────────────────────	COMMENT
MEDIUM	….Server.Tests/Historian/InMemoryHistorianExtraTests.cs	356	// ─── Backward raw read (exercises lo/hi swap and ReturnBounds) ────────	COMMENT
MEDIUM	….Server.Tests/Historian/InMemoryHistorianExtraTests.cs	396	// ─── Helpers ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	…s/Hosting/OpcUaServerBuilderExtensionsCoverageTests.cs	795	// ── Private test doubles ─────────────────────────────────────────────	COMMENT
MEDIUM	…Tests/Stack/Transport/TcpReverseConnectChannelTests.cs	63	// ── Construction ──────────────────────────────────────────────────────	COMMENT
MEDIUM	…Tests/Stack/Transport/TcpReverseConnectChannelTests.cs	98	// ── ChannelName ───────────────────────────────────────────────────────	COMMENT
MEDIUM	…Tests/Stack/Transport/TcpReverseConnectChannelTests.cs	110	// ── Receive loop — one-shot: transport closed before hello ─────────────	COMMENT
MEDIUM	…Tests/Stack/Transport/TcpReverseConnectChannelTests.cs	277	// ── Helpers ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	….Core.Tests/Stack/Transport/TcpListenerChannelTests.cs	64	// ── Construction ──────────────────────────────────────────────────────	COMMENT
MEDIUM	….Core.Tests/Stack/Transport/TcpListenerChannelTests.cs	101	// ── ChannelName ───────────────────────────────────────────────────────	COMMENT
MEDIUM	….Core.Tests/Stack/Transport/TcpListenerChannelTests.cs	113	// ── Callbacks ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	….Core.Tests/Stack/Transport/TcpListenerChannelTests.cs	163	// ── Attach ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	….Core.Tests/Stack/Transport/TcpListenerChannelTests.cs	208	// ── Reconnect ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	….Core.Tests/Stack/Transport/TcpListenerChannelTests.cs	221	// ── Status properties ─────────────────────────────────────────────────	COMMENT
MEDIUM	….Core.Tests/Stack/Transport/TcpListenerChannelTests.cs	241	// ── IdleCleanup ───────────────────────────────────────────────────────	COMMENT
MEDIUM	….Core.Tests/Stack/Transport/TcpListenerChannelTests.cs	256	// ── OnTokenActivated event ────────────────────────────────────────────	COMMENT
MEDIUM	….Core.Tests/Stack/Transport/TcpListenerChannelTests.cs	275	// ── Request context ───────────────────────────────────────────────────	COMMENT
MEDIUM	….Core.Tests/Stack/Transport/TcpListenerChannelTests.cs	319	// ── Helpers ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	…pc.Ua.Bindings.Https.WebApi.Tests/WebApiClientTests.cs	73	// ─────────────────────────── Constructor ────────────────────────────	COMMENT
MEDIUM	…pc.Ua.Bindings.Https.WebApi.Tests/WebApiClientTests.cs	173	// ─────────────────────────── Create factory ─────────────────────────	COMMENT
MEDIUM	…pc.Ua.Bindings.Https.WebApi.Tests/WebApiClientTests.cs	243	// ────────────────────────── InvokeAsync<,> ──────────────────────────	COMMENT
MEDIUM	…pc.Ua.Bindings.Https.WebApi.Tests/WebApiClientTests.cs	357	// ────────────────────────── InvokeRouteAsync ────────────────────────	COMMENT
MEDIUM	…pc.Ua.Bindings.Https.WebApi.Tests/WebApiClientTests.cs	424	// ────────────────────── Service method wrappers ─────────────────────	COMMENT
MEDIUM	…pc.Ua.Bindings.Https.WebApi.Tests/WebApiClientTests.cs	524	// ─────────────────────────── Dispose ────────────────────────────────	COMMENT
MEDIUM	…pc.Ua.Bindings.Https.WebApi.Tests/WebApiClientTests.cs	537	// ─────────────────────────── Helpers ────────────────────────────────	COMMENT
MEDIUM	…pc.Ua.Bindings.Https.WebApi.Tests/WebApiClientTests.cs	583	// ─────────────────────────── Inner stubs ────────────────────────────	COMMENT
MEDIUM	…dings.Https.WebApi.Tests/Codec/WebApiBodyCodecTests.cs	68	// ─────────────────── EncodeBody / DecodeBody round-trips ────────────	COMMENT
MEDIUM	…dings.Https.WebApi.Tests/Codec/WebApiBodyCodecTests.cs	159	// ────────────────────── EncodeBody null guards ──────────────────────	COMMENT
MEDIUM	…dings.Https.WebApi.Tests/Codec/WebApiBodyCodecTests.cs	179	// ──────────────────── EncodeBodyAsync round-trip ────────────────────	COMMENT
MEDIUM	…dings.Https.WebApi.Tests/Codec/WebApiBodyCodecTests.cs	228	// ─────────────────── EncodeBody to IBufferWriter ────────────────────	COMMENT
MEDIUM	…dings.Https.WebApi.Tests/Codec/WebApiBodyCodecTests.cs	282	// ──────────────────── DecodeBody from ReadOnlySequence ──────────────	COMMENT
MEDIUM	…dings.Https.WebApi.Tests/Codec/WebApiBodyCodecTests.cs	326	// ──────────────────── DecodeBody from byte[] ────────────────────────	COMMENT
MEDIUM	…dings.Https.WebApi.Tests/Codec/WebApiBodyCodecTests.cs	365	// ─────────────────── DecodeBodyAsync (stream, generic) ──────────────	COMMENT
MEDIUM	…dings.Https.WebApi.Tests/Codec/WebApiBodyCodecTests.cs	387	// ──────────────────── Non-generic DecodeBody (Type, byte[]) ─────────	COMMENT
MEDIUM	…dings.Https.WebApi.Tests/Codec/WebApiBodyCodecTests.cs	450	// ─────────────── Non-generic DecodeBodyAsync (Type, Stream) ─────────	COMMENT
MEDIUM	…dings.Https.WebApi.Tests/Codec/WebApiBodyCodecTests.cs	495	// ─────────────────────────── Helpers ────────────────────────────────	COMMENT
16 more matches not shown…

Modern AI Meta-Vocabulary25 hits · 75 pts

Severity	File	Line	Snippet	Context
MEDIUM	plans/27-fuzzing-coverage-expansion.md	101	### Phase 0 — Refactor shared scaffolding (enables clean area addition)	COMMENT
MEDIUM	plans/NodeManagerAnalysis.md	308	### D — Convert to dependency injection (2)	COMMENT
MEDIUM	…sts/Opc.Ua.Client.Tests/Session/ManagedSessionTests.cs	1949	#pragma warning disable IDE0051, RCS1213 // Test scaffold kept for reconnect-path tests that need the private handler.	COMMENT
MEDIUM	…sts/Opc.Ua.Client.Tests/Session/ManagedSessionTests.cs	1949	#pragma warning disable IDE0051, RCS1213 // Test scaffold kept for reconnect-path tests that need the private handler.	COMMENT
MEDIUM	…sts/Opc.Ua.Client.Tests/Session/ManagedSessionTests.cs	1971	#pragma warning disable IDE0051, RCS1213 // Test scaffold kept for reconnect-path tests that need the private handler.	COMMENT
MEDIUM	…sts/Opc.Ua.Client.Tests/Session/ManagedSessionTests.cs	1971	#pragma warning disable IDE0051, RCS1213 // Test scaffold kept for reconnect-path tests that need the private handler.	COMMENT
MEDIUM	…sts/Opc.Ua.Client.Tests/Session/ManagedSessionTests.cs	1994	#pragma warning disable IDE0051, RCS1213 // Test scaffold kept for failover-path tests that need the private handler.	COMMENT
MEDIUM	…sts/Opc.Ua.Client.Tests/Session/ManagedSessionTests.cs	1994	#pragma warning disable IDE0051, RCS1213 // Test scaffold kept for failover-path tests that need the private handler.	COMMENT
MEDIUM	…sts/Opc.Ua.Client.Tests/Session/ManagedSessionTests.cs	2154	#pragma warning disable IDE0051, RCS1213 // Test scaffold kept for tests that inject an already-created inner Session.	COMMENT
MEDIUM	…sts/Opc.Ua.Client.Tests/Session/ManagedSessionTests.cs	2154	#pragma warning disable IDE0051, RCS1213 // Test scaffold kept for tests that inject an already-created inner Session.	COMMENT
MEDIUM	…sts/Opc.Ua.Client.Tests/Session/ManagedSessionTests.cs	2309	#pragma warning disable IDE0051, RCS1213 // Test scaffold kept for ManagedSession construction tests.	COMMENT
MEDIUM	…sts/Opc.Ua.Client.Tests/Session/ManagedSessionTests.cs	2309	#pragma warning disable IDE0051, RCS1213 // Test scaffold kept for ManagedSession construction tests.	COMMENT
MEDIUM	…sts/Opc.Ua.Client.Tests/Session/ManagedSessionTests.cs	2336	#pragma warning disable IDE0051, RCS1213 // Test scaffold kept for ManagedSession endpoint construction tests.	COMMENT
MEDIUM	…sts/Opc.Ua.Client.Tests/Session/ManagedSessionTests.cs	2336	#pragma warning disable IDE0051, RCS1213 // Test scaffold kept for ManagedSession endpoint construction tests.	COMMENT
MEDIUM	….Tests/Connections/PubSubConnectionConstructorTests.cs	553	#pragma warning disable IDE0051, RCS1213 // Test scaffold kept for constructor tests with explicit encoder/decoder maps.	COMMENT
MEDIUM	….Tests/Connections/PubSubConnectionConstructorTests.cs	553	#pragma warning disable IDE0051, RCS1213 // Test scaffold kept for constructor tests with explicit encoder/decoder maps.	COMMENT
MEDIUM	…rity.Pkcs11.Tests/OpcUaPkcs11BuilderExtensionsTests.cs	39	/// Covers registering PKCS#11 support through dependency injection.	COMMENT
MEDIUM	docs/IdentityProviders.md	65	## Quick start — dependency injection	COMMENT
MEDIUM	docs/IdentityProviders.md	973	### 3. Register via dependency injection or the server registry	COMMENT
MEDIUM	docs/ReverseConnect.md	195	## Server-side dependency injection	COMMENT
MEDIUM	docs/ComplexTypes.md	815	### Configuring via dependency injection (recommended)	COMMENT
MEDIUM	docs/ComplexTypes.md	852	### Direct usage without dependency injection	COMMENT
MEDIUM	docs/Diagnostics.md	1183	### Enabling pcap capture without dependency injection	COMMENT
MEDIUM	src/Opc.Ua.GMS.Client/NugetREADME.md	86	## Intermediate results and dependency injection	COMMENT
MEDIUM	src/Opc.Ua.Core.Diagnostics/NugetREADME.md	44	### Without dependency injection	COMMENT

AI Slop Vocabulary19 hits · 70 pts

Severity	File	Line	Snippet	Context
MEDIUM	….Ua.SourceGeneration.Core.Tests/Schema/ServiceTests.cs	264	/// Verifies robust handling of various special character inputs.	COMMENT
MEDIUM	…Opc.Ua.Subscriptions.Classic.Tests/SubscriptionTest.cs	643	// make the test robust to CI scheduling jitter while still	COMMENT
MEDIUM	tests/Opc.Ua.Interop.Peers/asyncua/peer.py	1114	# The user certificate the harness trusts on the server (DER + PKCS#8 PEM);	COMMENT
MEDIUM	…Api/MinimalBoilerServer/BoilerNodeManager.Configure.cs	113	// (5) TypeDefinitionId addressing — robust for well-known	COMMENT
MEDIUM⚡	perf/ab.sh	2	# Paired A/B runs: alternates a baseline and a candidate harness build per scenario and round.	COMMENT
MEDIUM⚡	perf/ab.sh	3	# BASELINE: harness built in a second worktree of the commit to compare against.	COMMENT
MEDIUM⚡	perf/ab.sh	4	# CANDIDATE: harness to compare (default: the build in this worktree).	COMMENT
MEDIUM⚡	perf/variants.sh	2	# Paired runs of one harness build under several configurations (GC mode, affinity, ...).	COMMENT
MEDIUM⚡	perf/variants.sh	6	# SCENARIOS: file with the harness arguments of one scenario per line ('#' starts a comment).	COMMENT
MEDIUM⚡	perf/variants.sh	7	# HARNESS: harness executable (default: the build in this worktree).	COMMENT
MEDIUM⚡	perf/variants.sh	9	# OWN: ServerLoadHarness processes of one run (default 2: the harness and its server child; one	COMMENT
MEDIUM⚡	perf/variants.sh	10	# fewer for a run with --server-exe, whose server is not a harness process).	COMMENT
MEDIUM⚡	perf/variants.sh	13	# host or another load harness ran on the machine is discarded (logged in <OUT>.discarded) and	COMMENT
MEDIUM	perf/variants.sh	54	# with --server-exe the server is not a harness child: the run owns one harness process	COMMENT
MEDIUM	perf/ServerLoadHarness/EventWorkload.cs	213	#pragma warning disable CS0618 // the harness intentionally benchmarks the classic engine and its fast callbacks	COMMENT
MEDIUM	perf/ServerLoadHarness/CounterWorkload.cs	74	#pragma warning disable CS0618 // the harness intentionally benchmarks the classic engine and its fast callbacks	COMMENT
MEDIUM	perf/ServerLoadHarness/Program.cs	1316	#pragma warning disable CS0618 // the harness intentionally benchmarks the classic engine and its fast callbacks	COMMENT
MEDIUM	src/Opc.Ua.PubSub/Redundancy/PubSubRedundancyMode.cs	65	/// sequence/keep-alive state so take-over is seamless.	COMMENT
MEDIUM	src/Opc.Ua.WotCon.Bindings/Modbus/ModbusTcpClient.cs	39	/// A minimal, robust Modbus TCP client sufficient for the WoT Modbus binding	COMMENT

Structural Annotation Overuse27 hits · 50 pts

Severity	File	Line	Snippet	Context
LOW	tools/Opc.Ua.Lens/Views/MethodCallDialog.axaml.cs	144	// Step 1: parent ObjectId — prefer the cached ParentNodeId (set	COMMENT
LOW	tools/Opc.Ua.Lens/Views/MethodCallDialog.axaml.cs	159	// Step 2: browse the method for HasProperty.InputArguments.	COMMENT
LOW	tools/Opc.Ua.Lens/Views/MethodCallDialog.axaml.cs	207	// Step 3: read the InputArguments property value (Argument[]).	COMMENT
LOW	tests/Opc.Ua.Server.Tests/ReferenceServerTest.cs	2195	// Step 1: Create a subscription	COMMENT
LOW	tests/Opc.Ua.Server.Tests/ReferenceServerTest.cs	2277	// Step 2: Write a new value to a semantic property (EngineeringUnits)	COMMENT
LOW	tests/Opc.Ua.Server.Tests/ReferenceServerTest.cs	2306	// Step 3: Issue publish to receive DataChangeNotification and SemanticChangeEvent	COMMENT
LOW⚡	…sts/Opc.Ua.Gds.Tests/GdsConfigurationRoundTripTests.cs	57	// Step 1: Decode from XML fixture	COMMENT
LOW⚡	…sts/Opc.Ua.Gds.Tests/GdsConfigurationRoundTripTests.cs	64	// Step 2: Verify decoded fields	COMMENT
LOW⚡	…sts/Opc.Ua.Gds.Tests/GdsConfigurationRoundTripTests.cs	67	// Step 3: Encode back to XML	COMMENT
LOW⚡	…sts/Opc.Ua.Gds.Tests/GdsConfigurationRoundTripTests.cs	71	// Step 4: Re-parse encoded XML	COMMENT
LOW⚡	…sts/Opc.Ua.Gds.Tests/GdsConfigurationRoundTripTests.cs	78	// Step 5: Verify re-parsed matches original	COMMENT
LOW⚡	…a.Gds.Tests/GlobalDiscoveryClientConfigurationTests.cs	94	// Step 1: Decode from XML fixture	COMMENT
LOW⚡	…a.Gds.Tests/GlobalDiscoveryClientConfigurationTests.cs	101	// Step 2: Verify decoded fields	COMMENT
LOW⚡	…a.Gds.Tests/GlobalDiscoveryClientConfigurationTests.cs	106	// Step 3: Encode back to XML	COMMENT
LOW⚡	…a.Gds.Tests/GlobalDiscoveryClientConfigurationTests.cs	110	// Step 4: Re-parse encoded XML	COMMENT
LOW⚡	…a.Gds.Tests/GlobalDiscoveryClientConfigurationTests.cs	117	// Step 5: Verify re-parsed matches original	COMMENT
LOW	…ts/Opc.Ua.SourceGeneration.Tests/TypeGeneratorTests.cs	740	// Step 1: compile with only FirstType	STRING
LOW	…ts/Opc.Ua.SourceGeneration.Tests/TypeGeneratorTests.cs	770	// Step 2: add SecondType and re-run the same driver (incremental)	STRING
LOW	docs/Certificates.md	244	##### Step 1: Initialization	COMMENT
LOW	docs/Certificates.md	258	##### Step 2: Iterative Chain Building Loop	COMMENT
LOW	docs/Certificates.md	322	##### Step 3: Issuer Matching Algorithm	COMMENT
LOW	docs/Certificates.md	375	##### Step 4: Certificate Revocation List (CRL) Checking	COMMENT
LOW⚡	src/Opc.Ua.Types/State/readme.md	503	// Step 1: Create the node	COMMENT
LOW⚡	src/Opc.Ua.Types/State/readme.md	506	// Step 2: Initialize the node (REQUIRED before use)	COMMENT
LOW⚡	src/Opc.Ua.Types/State/readme.md	509	// Step 3: Set attributes	COMMENT
LOW⚡	src/Opc.Ua.Types/State/readme.md	518	// Step 4: Create and assign node IDs	COMMENT
LOW⚡	src/Opc.Ua.Types/State/readme.md	522	// Step 5: Add to parent	COMMENT

Synthetic Comment Markers6 hits · 45 pts

Severity	File	Line	Snippet	Context
HIGH	…Opc.Ua.SourceGeneration.Core/Schema/UA Model Design.cs	4	// This code was generated by a tool.	COMMENT
HIGH	…9CertificateStore/Extensions/Internal/PInvokeHelper.cs	34	// This code was generated by a tool.	COMMENT
HIGH	src/Opc.Ua.Core/Schema/SecuredApplication.cs	4	// This code was generated by a tool.	COMMENT
HIGH	…erver/ApplicationsDatabase/LinqApplicationsDatabase.cs	1128	// the private key cannot be protected as requested.	COMMENT
HIGH	src/Opc.Ua.Types/Schema/UA Type Dictionary.cs	4	// This code was generated by a tool.	COMMENT
HIGH	src/Opc.Ua.Types/Schema/UANodeSet.cs	4	// This code was generated by a tool.	COMMENT

Verbosity Indicators18 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	tools/Opc.Ua.Lens/Views/MethodCallDialog.axaml.cs	144	// Step 1: parent ObjectId — prefer the cached ParentNodeId (set	COMMENT
LOW	tools/Opc.Ua.Lens/Views/MethodCallDialog.axaml.cs	159	// Step 2: browse the method for HasProperty.InputArguments.	COMMENT
LOW	tools/Opc.Ua.Lens/Views/MethodCallDialog.axaml.cs	207	// Step 3: read the InputArguments property value (Argument[]).	COMMENT
LOW	tests/Opc.Ua.Server.Tests/ReferenceServerTest.cs	2195	// Step 1: Create a subscription	COMMENT
LOW	tests/Opc.Ua.Server.Tests/ReferenceServerTest.cs	2277	// Step 2: Write a new value to a semantic property (EngineeringUnits)	COMMENT
LOW	tests/Opc.Ua.Server.Tests/ReferenceServerTest.cs	2306	// Step 3: Issue publish to receive DataChangeNotification and SemanticChangeEvent	COMMENT
LOW⚡	…sts/Opc.Ua.Gds.Tests/GdsConfigurationRoundTripTests.cs	57	// Step 1: Decode from XML fixture	COMMENT
LOW⚡	…sts/Opc.Ua.Gds.Tests/GdsConfigurationRoundTripTests.cs	64	// Step 2: Verify decoded fields	COMMENT
LOW⚡	…sts/Opc.Ua.Gds.Tests/GdsConfigurationRoundTripTests.cs	67	// Step 3: Encode back to XML	COMMENT
LOW⚡	…sts/Opc.Ua.Gds.Tests/GdsConfigurationRoundTripTests.cs	71	// Step 4: Re-parse encoded XML	COMMENT
LOW⚡	…sts/Opc.Ua.Gds.Tests/GdsConfigurationRoundTripTests.cs	78	// Step 5: Verify re-parsed matches original	COMMENT
LOW⚡	…a.Gds.Tests/GlobalDiscoveryClientConfigurationTests.cs	94	// Step 1: Decode from XML fixture	COMMENT
LOW⚡	…a.Gds.Tests/GlobalDiscoveryClientConfigurationTests.cs	101	// Step 2: Verify decoded fields	COMMENT
LOW⚡	…a.Gds.Tests/GlobalDiscoveryClientConfigurationTests.cs	106	// Step 3: Encode back to XML	COMMENT
LOW⚡	…a.Gds.Tests/GlobalDiscoveryClientConfigurationTests.cs	110	// Step 4: Re-parse encoded XML	COMMENT
LOW⚡	…a.Gds.Tests/GlobalDiscoveryClientConfigurationTests.cs	117	// Step 5: Verify re-parsed matches original	COMMENT
LOW	…ts/Opc.Ua.SourceGeneration.Tests/TypeGeneratorTests.cs	740	// Step 1: compile with only FirstType	STRING
LOW	…ts/Opc.Ua.SourceGeneration.Tests/TypeGeneratorTests.cs	770	// Step 2: add SecondType and re-run the same driver (incremental)	STRING

Empty Error Handlers5 hits · 25 pts

Severity	File	Line	Snippet	Context
HIGH	tests/Opc.Ua.Interop.Peers/asyncua/peer.py	830	except Exception: # noqa: BLE001 - the check already reported its outcome	CODE
HIGH	tests/Opc.Ua.Interop.Peers/asyncua/peer.py	1108	except Exception: # noqa: BLE001	CODE
HIGH	tests/Opc.Ua.Interop.Peers/asyncua/peer.py	448	except Exception: # noqa: BLE001	CODE
HIGH	tests/Opc.Ua.Interop.Peers/asyncua/peer.py	943	except Exception: # noqa: BLE001	CODE
HIGH	tests/Opc.Ua.Interop.Peers/asyncua/peer.py	1082	except Exception: # noqa: BLE001	CODE

Fake / Example Data14 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW	tools/Opc.Ua.SourceGeneration.Core/Schema/readme.md	1154	"Author": "John Doe",	CODE
LOW	…a.Tools.Tests/Mcp/WotCon/WotRegistryMcpBindingTests.cs	37	"registryNodeId":"placeholder",	CODE
LOW	…/Materialization/WotMaterializationCoordinatorTests.cs	159	"placeholder",	CODE
LOW	…/Materialization/WotMaterializationCoordinatorTests.cs	174	"placeholder")!.LoadState, Is.EqualTo(WoTLoadStateEnum.Unloaded));	CODE
LOW	….Ua.WotCon.Tests/Registry/FileWotRegistryStoreTests.cs	685	"placeholder",	CODE
LOW	….Ua.WotCon.Tests/Registry/FileWotRegistryStoreTests.cs	694	"placeholder")!;	CODE
LOW	…pc.Ua.WotCon.Tests/Registry/WotRegistryServiceTests.cs	641	"placeholder",	CODE
LOW	…pc.Ua.WotCon.Tests/Registry/WotRegistryServiceTests.cs	649	"placeholder")!.DefaultVersion!.HasContent, Is.False);	CODE
LOW	tests/Opc.Ua.Di.Tests/DeviceBuilderTests.cs	191	id.Manufacturer = new LocalizedText("Acme Corp");	CODE
LOW	tests/Opc.Ua.Di.Tests/DeviceBuilderTests.cs	198	Assert.That(builder.Device.Manufacturer!.Value.Text, Is.EqualTo("Acme Corp"));	CODE
LOW	…a.Recycling.Operator.Tests/Backend/ConsoleFeedTests.cs	194	/// Creates a feed without starting a transport or introducing a runtime fake-data mode.	COMMENT
LOW	…eGeneration.Tests/NestedPlaceholderDeclarationTests.cs	141	? "none" : "placeholder";	STRING
LOW	tests/Opc.Ua.Security.Pkcs11.Tests/FakePkcs11Module.cs	60	public const string DefaultTokenLabel = "fake-token";	CODE
LOW	docs/RoleBasedUserManagement.md	285	every exit. Unknown users perform bounded dummy-key verification, and	CODE

Hyper-Verbose Identifiers10 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	tools/nodesets/derive-identifier-table.py	122	def _normalize_encoding_symbolic_names(self):	CODE
LOW	tools/nodesets/derive-identifier-table.py	168	def import_and_fix_symbolic_name(self, node):	CODE
LOW	…s/Stack/Transport/HttpsResponseQuotaRegressionTests.cs	362	private sealed class SingleResponseHandler : HttpMessageHandler	CODE
LOW	…ent.Tests/WebApi/WebApiResponseQuotaRegressionTests.cs	187	private sealed class ResponseHandler : HttpMessageHandler	CODE
LOW	tests/Opc.Ua.Interop.Peers/asyncua/peer.py	701	async def check_browse_continuation(c: Context) -> None:	CODE
LOW	tests/Opc.Ua.Interop.Peers/asyncua/peer.py	784	def status_change_notification(self, status) -> None:	CODE
LOW	tests/Opc.Ua.Interop.Peers/asyncua/peer.py	1050	async def check_transfer_subscription(c: Context) -> None:	CODE
LOW	…pc.Ua.Bindings.Https.WebApi.Tests/WebApiClientTests.cs	585	private sealed class FixedResponseHandler : HttpMessageHandler	CODE
LOW	…ycling/RecyclingOperatorConsole/wwwroot/scripts/app.js	769	function closeIncompatibleConfirmation(reason = "The run or configuration changed") {	CODE
LOW	…ycling/RecyclingOperatorConsole/wwwroot/scripts/app.js	806	function appendBrowserStreamStatus() {	CODE

Excessive Try-Catch Wrapping10 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	tests/Opc.Ua.Interop.Peers/asyncua/peer.py	137	except Exception:	CODE
LOW	tests/Opc.Ua.Interop.Peers/asyncua/peer.py	323	except Exception as e: # noqa: BLE001 - every failure is a check result	CODE
LOW	tests/Opc.Ua.Interop.Peers/asyncua/peer.py	395	except Exception as e: # noqa: BLE001	CODE
LOW	tests/Opc.Ua.Interop.Peers/asyncua/peer.py	448	except Exception: # noqa: BLE001	CODE
LOW	tests/Opc.Ua.Interop.Peers/asyncua/peer.py	830	except Exception: # noqa: BLE001 - the check already reported its outcome	CODE
LOW	tests/Opc.Ua.Interop.Peers/asyncua/peer.py	864	except Exception:	CODE
LOW	tests/Opc.Ua.Interop.Peers/asyncua/peer.py	943	except Exception: # noqa: BLE001	CODE
LOW	tests/Opc.Ua.Interop.Peers/asyncua/peer.py	1082	except Exception: # noqa: BLE001	CODE
LOW	tests/Opc.Ua.Interop.Peers/asyncua/peer.py	1108	except Exception: # noqa: BLE001	CODE
LOW	tests/Opc.Ua.Interop.Peers/asyncua/peer.py	1327	except Exception as e: # noqa: BLE001	CODE

Deep Nesting7 hits · 6 pts

Severity	File	Line	Context
LOW	tools/nodesets/derive-identifier-table.py	122	CODE
LOW	tools/nodesets/derive-identifier-table.py	168	CODE
LOW	tools/nodesets/derive-identifier-table.py	190	CODE
LOW	…s/Opc.Ua.PlasticsRubber.Tests/validate-model-inputs.py	128	CODE
LOW	…s/Opc.Ua.PlasticsRubber.Tests/validate-model-inputs.py	248	CODE
LOW	tests/Opc.Ua.Interop.Peers/asyncua/peer.py	608	CODE
LOW	…/Opc.Ua.PlasticsRubber/Model/author-interface-model.py	203	CODE

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	appveyor.yml	5	# you can use {branch} name in version format too	COMMENT

Unused Imports3 hits · 3 pts

Severity	File	Line	Context
LOW	tests/Opc.Ua.Interop.Peers/asyncua/peer.py	20	CODE
LOW	…sd/GeneratorServer/Assets/generate_generator_assets.py	10	CODE
LOW	samples/AI/deploy/helm/chart_tests.py	16	CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	tests/codecoverage.sh	17	# Display result in browser (mac OS)	COMMENT

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	…Configuration/ConfigurationNodeManager.ApplyChanges.cs	510	// TODO: implement a transport-level	COMMENT

OPCFoundation/UA-.NETStandard

Open-Source Code Quality, Security and Technical Debt Review