AI Slop Code RIsk Monitor

dotnetcore/BootstrapBlazor

Bootstrap Blazor is an enterprise-level UI component library based on Bootstrap and Blazor.

7.2 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for dotnetcore/BootstrapBlazor, a C# project with 4,921 GitHub stars. SynthScan examined 288,204 lines of code across 2003 source files, recording 2094 pattern matches distributed across 6 syntactic categories. The legacy adjusted pattern signal is 7.2 (Moderate pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

7.2
Adjusted Signal
7.2
Raw Pattern Score
100%
Time Factor
2026-10-10
Last Push
4.9K
Stars
C#
Language
288.2K
Lines of Code
2.0K
Files
2.1K
Pattern Hits
2026-10-12
Scan Date
0.00
HC Hit Rate

Risk Review · v3

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

Cognitive Ownership Risk 29.8/100 · MEDIUM

Can maintainers explain intent, assumptions, and trade-offs? 2080 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.5/100 · LOW

Are imports declared and package/API names verified? 14 finding(s).

Agent Over-Engineering Ratio 0.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 17 finding(s).

PR Review Velocity Impact 30.7/100 · MEDIUM

Which changes need focused human review? 2094 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 1HIGH 2MEDIUM 0LOW 2091

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 2094 distinct pattern matches across 6 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 Block2062 hits · 2016 pts
SeverityFileLineSnippetContext
LOW…nitTest/Converters/JsonDescriptionEnumConverterTest.cs81 [JsonConverter(typeof(JsonDescriptionEnumConverter<EnumBarcodeTextFontOption>))]COMMENT
LOWtest/UnitTest/Extensions/StringExtensions.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOWtest/UnitTest/Extensions/LambadaExtensionsTest.cs741 }COMMENT
LOWtest/UnitTest/Components/TimePickerSettingTest.cs41 // pb.Add(a => a.ShowMinute, false);COMMENT
LOWtest/UnitTest/Components/TreeViewTest.cs41 new TreeViewItem<TreeFoo>(new TreeFoo() { Text = "Test1" }) { Text = "Test1" },COMMENT
LOWtest/UnitTest/Components/TreeViewTest.cs61COMMENT
LOWtest/UnitTest/Components/TableKeepAddingTest.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOWtest/UnitTest/Components/DateTimeRangeTest.cs281 });COMMENT
LOWtest/UnitTest/Components/DateTimeRangeTest.cs301COMMENT
LOWtest/UnitTest/Services/FallbackServiceProvider.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOWscripts/git/commit_msg_template.txt21# fix: 修复bugCOMMENT
LOWscripts/git/commit_msg_template.txt41#COMMENT
LOWsrc/BootstrapBlazor.Server/Extensions/TypExtensions.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…strapBlazor.Server/Extensions/ICacheEntryExtensions.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…Server/Extensions/ServiceCollectionSharedExtensions.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…Server/Extensions/ServiceCollectionSharedExtensions.cs101 services.AddDataProtection();COMMENT
LOW…Server/Extensions/ServiceCollectionSharedExtensions.cs121#if DEBUGCOMMENT
LOW…rver/Extensions/WebSpeechRecognitionErrorExtensions.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…rapBlazor.Server/Extensions/DispatchEntryExtensions.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…rapBlazor.Server/Components/Layout/PageLayout.razor.cs21 /// <summary>COMMENT
LOW…rapBlazor.Server/Components/Layout/PageLayout.razor.cs41 /// <summary>COMMENT
LOW…strapBlazor.Server/Components/Samples/Layouts.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…pBlazor.Server/Components/Samples/InputGroups.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…Blazor.Server/Components/Samples/InputNumbers.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…Blazor.Server/Components/Samples/InputNumbers.razor.cs21 public int BindValue { get; set; } = 5;COMMENT
LOW…rapBlazor.Server/Components/Samples/Cascaders.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…or.Server/Components/Samples/ExportPdfButtons.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…Blazor.Server/Components/Samples/MultiSelects.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…lazor.Server/Components/Samples/SignaturePads.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…Blazor.Server/Components/Samples/ColorPickers.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…pBlazor.Server/Components/Samples/EditorForms.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…pBlazor.Server/Components/Samples/CodeEditors.razor.cs81 // Type = "string",COMMENT
LOW…pBlazor.Server/Components/Samples/CodeEditors.razor.cs101 // Name = nameof(CodeEditor.ValueChanged),COMMENT
LOW…or.Server/Components/Samples/DockViews/BaseDockView.cs41 protected List<TreeFoo>? TreeItems { get; set; }COMMENT
LOW…ver/Components/Samples/Table/TablesColumnDrag.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…er/Components/Samples/Table/TablesFixedHeader.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…r.Server/Components/Samples/Table/TablesExcel.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…Components/Samples/Table/TablesVirtualization.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…or.Server/Components/Samples/Table/TablesWrap.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW….Server/Components/Samples/Table/TablesLookup.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW….Server/Components/Samples/Table/TablesDialog.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW….Server/Components/Samples/Table/TablesSearch.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…er/Components/Samples/Table/TablesFixedColumn.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…er/Components/Samples/Table/TablesAutoRefresh.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…Components/Samples/Table/TablesColumnResizing.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…zor.Server/Components/Samples/Table/TablesRow.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…Blazor.Server/Components/Samples/Table/Tables.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…r.Server/Components/Samples/Table/TablesPages.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…Components/Samples/Table/TablesColumnTemplate.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…rver/Components/Samples/Table/TablesSelection.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW….Server/Components/Samples/Table/TablesFooter.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW….Server/Components/Samples/Table/TablesHeader.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…or.Server/Components/Samples/Table/TablesEdit.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…ver/Components/Samples/Table/TablesColumnList.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…erver/Components/Samples/Table/TablesTracking.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW…Server/Components/Samples/Table/TablesToolbar.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW….Server/Components/Samples/Table/TablesColumn.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW….Server/Components/Samples/Table/TablesColumn.razor.cs201 /// 示例复杂类型 ComplexFooCOMMENT
LOW…or.Server/Components/Samples/Table/TablesCell.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
LOW….Server/Components/Samples/Table/TablesFilter.razor.cs1// Licensed to the .NET Foundation under one or more agreements.COMMENT
2002 more matches not shown…
Hyper-Verbose Identifiers17 hits · 17 pts
SeverityFileLineSnippetContext
LOW…apBlazor/wwwroot/core/bootstrap/js/bootstrap.bundle.js353 function bootstrapDelegationHandler(element, selector, fn) {CODE
LOW…apBlazor/wwwroot/core/bootstrap/js/bootstrap.bundle.js2386 function getOppositeVariationPlacement(placement) {CODE
LOW…apBlazor/wwwroot/core/bootstrap/js/bootstrap.bundle.js2521 function getInnerBoundingClientRect(element, strategy) {CODE
LOW…apBlazor/wwwroot/core/bootstrap/js/bootstrap.bundle.js2534 function getClientRectFromMixedType(element, clippingParent, strategy) {CODE
LOW…apBlazor/wwwroot/core/bootstrap/js/bootstrap.bundle.js2737 function getExpandedFallbackPlacements(placement) {CODE
LOW…lazor/wwwroot/lib/floating-ui/floating-ui.utils.esm.js69function getOppositeAlignmentPlacement(placement) {CODE
LOW…lazor/wwwroot/lib/floating-ui/floating-ui.utils.esm.js89function getOppositeAxisPlacements(placement, flipAlignment, direction, rtl) {CODE
LOW…Blazor/wwwroot/lib/floating-ui/floating-ui.core.esm.js4function computeCoordsFromPlacement(_ref, placement, rtl) {CODE
LOW…pBlazor/wwwroot/lib/floating-ui/floating-ui.dom.esm.js153function convertOffsetParentRelativeRectToViewportRelativeRect(_ref) {CODE
LOW…pBlazor/wwwroot/lib/floating-ui/floating-ui.dom.esm.js267function getInnerBoundingClientRect(element, strategy) {CODE
LOW…pBlazor/wwwroot/lib/floating-ui/floating-ui.dom.esm.js283function getClientRectFromClippingAncestor(element, clippingAncestor, strategy) {CODE
LOW…pBlazor/wwwroot/lib/floating-ui/floating-ui.dom.esm.js313function getClippingElementAncestors(element, cache) {CODE
LOW…pBlazor/wwwroot/lib/floating-ui/floating-ui.dom.esm.js383function getRectRelativeToOffsetParent(element, offsetParent, strategy) {CODE
LOW…pBlazor/wwwroot/lib/floating-ui/floating-ui.dom.esm.js396 function setLeftRTLScrollbarOffset() {CODE
LOW…r/wwwroot/lib/floating-ui/floating-ui.utils.dom.esm.js130function getNearestOverflowAncestor(node) {CODE
LOWsrc/BootstrapBlazor/wwwroot/modules/utility.js837export function registerBootstrapBlazorModule(name, identifier, callback) {CODE
LOWsrc/BootstrapBlazor/wwwroot/modules/event-handler.js101function bootstrapDelegationHandler(element, selector, fn) {CODE
Fake / Example Data12 hits · 14 pts
SeverityFileLineSnippetContext
LOWtest/UnitTest/Components/DropdownTest.cs178 ["placeholder"] = ""CODE
LOWtest/UnitTest/Components/InputCurrencyTest.cs30 Assert.Equal("Amount", input.GetAttribute("placeholder"));CODE
LOWtest/UnitTest/Components/SelectTest.cs259 ["placeholder"] = ""CODE
LOWtest/UnitTest/Components/SelectGenericTest.cs208 ["placeholder"] = ""CODE
LOW⚡test/UnitTest/Components/InputTest.cs249 Assert.Null(input.GetAttribute("placeholder"));CODE
LOW⚡test/UnitTest/Components/InputTest.cs256 Assert.Equal("姓名", input.GetAttribute("placeholder"));CODE
LOW⚡test/UnitTest/Components/InputTest.cs264 Assert.Equal("fl-pl", input.GetAttribute("placeholder"));CODE
LOW…apBlazor.Server/wwwroot/lib/highlight/highlight.min.js356;const e=["a","abbr","address","article","aside","audio","b","blockquote","body","button","canvas","caption","cite","codCODE
LOW…apBlazor.Server/wwwroot/lib/highlight/highlight.min.js386;const e=["a","abbr","address","article","aside","audio","b","blockquote","body","button","canvas","caption","cite","codCODE
LOWsrc/BootstrapBlazor/Utils/Utility.cs997 ret.Add("placeholder", ph);CODE
LOWsrc/BootstrapBlazor/Attributes/PlaceHolderAttribute.cs12/// <param name="placeholder"><para lang="zh">占位符文本</para><para lang="en">The placeholder text</para></param>COMMENT
LOWsrc/BootstrapBlazor/Components/Table/Table.razor.js694 span.textContent = control.value || control.getAttribute('placeholder') || ' ';CODE
Hallucination Indicators1 hit · 10 pts
SeverityFileLineSnippetContext
CRITICALsrc/BootstrapBlazor/Components/Display/DisplayBase.cs143 FieldIdentifier = Microsoft.AspNetCore.Components.Forms.FieldIdentifier.Create(ValueExpression);CODE
AI Response Leakage1 hit · 5 pts
SeverityFileLineSnippetContext
HIGHsrc/BootstrapBlazor.Server/Locales/en-US.json5623 "TermDesc": "The <code>Term</code> component is a terminal component that establishes a connection with the stream vCODE
Cross-Language Confusion (JS/TS)1 hit · 5 pts
SeverityFileLineSnippetContext
HIGH…/BootstrapBlazor/Components/Print/PrintButton.razor.js18 print(el)CODE