0.2

Adjusted Signal

0.2

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

10.9K

Stars

HTML

Language

739.4K

Lines of Code

54.3K

Files

Pattern Hits

2026-10-31

Scan Date

0.00

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 0.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 87 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 9 finding(s).

Agent Over-Engineering Ratio 0.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 37 finding(s).

PR Review Velocity Impact 0.8/100 · LOW

Which changes need focused human review? 96 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 0HIGH 0MEDIUM 8LOW 88

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 96 distinct pattern matches across 9 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.

Hyper-Verbose Identifiers37 hits · 37 pts

Severity	File	Line	Snippet	Context
LOW	importer/icon-name.js	61	function isDirectionOnlyIconSource(file) {	CODE
LOW	importer/generateFont.js	171	function isPrivateUseAreaCodepoint(codepoint) {	CODE
LOW	importer/process_ios_assets.py	45	def xc_image_data_for_file_name(file_name, locale, metadata):	CODE
LOW	…ite-subsetting-webpack-plugin/src/selector-protocol.ts	24	export function registerSelectorCapability(compilation: webpack.Compilation): void {	CODE
LOW	…cons-svg-sprite-subsetting-webpack-plugin/src/index.ts	304	function normalizeInjectSpritesInTemplates(	CODE
LOW	…cons-svg-sprite-subsetting-webpack-plugin/src/index.ts	320	function assertValidMergedSpriteFilename(filename: string) {	CODE
LOW	…cons-svg-sprite-subsetting-webpack-plugin/src/index.ts	331	function resolveMergedSpriteFilename(template: string, fullHash: string, contentHash: string): string {	CODE
LOW	…cons-svg-sprite-subsetting-webpack-plugin/src/index.ts	385	function getEntrypointNamesForHtml(compilation: webpack.Compilation, chunksOption?: 'all' \| string[]): string[] {	CODE
LOW	…cons-svg-sprite-subsetting-webpack-plugin/src/index.ts	433	function collectEntrypointSpriteUsage(compilation: webpack.Compilation): Map<string, Map<string, Set<string>>> {	CODE
LOW	…cons-svg-sprite-subsetting-webpack-plugin/src/index.ts	512	function getUsedExportsWithFallback(	CODE
LOW	…cons-svg-sprite-subsetting-webpack-plugin/src/index.ts	532	function collectSpriteUsageForEntrypoints(	CODE
LOW	…cons-svg-sprite-subsetting-webpack-plugin/src/index.ts	584	function getSpriteResourceToAssetName(compilation: webpack.Compilation): Map<string, string> {	CODE
LOW	…cons-svg-sprite-subsetting-webpack-plugin/src/index.ts	652	function isFluentUIReactSvgSpriteEntrypointModule(m: webpack.Module): m is webpack.NormalModule {	CODE
LOW	…cons-svg-sprite-subsetting-webpack-plugin/src/index.ts	727	function getExportNameToSymbolIdMap(moduleSource: string): Map<string, string> {	CODE
LOW	packages/react-icons/build-verify.test.js	79	async function assertAtomOptionsArgument(atomDir) {	CODE
LOW	packages/react-icons/scripts/convert-font.utils.js	18	function getReactIconNameFromGlyphName(iconName, resizable) {	CODE
LOW	packages/react-icons/scripts/convert-font.utils.js	51	function getCreateFluentIconHeader(relImport) {	CODE
LOW	packages/react-icons/scripts/convert.utils.js	119	function getCreateFluentIconHeader(relImport) {	CODE
LOW	packages/react-icons/scripts/deprecated-atoms.js	52	function handleDeprecatedColorAtoms(destPath, type) {	CODE
LOW	packages/react-icons/scripts/deprecated-atoms.js	97	function handleDeprecatedTextColorAtoms(destPath, type) {	CODE
LOW	packages/react-icons/scripts/deprecated-atoms.js	138	async function assertCompoundStyleVariantIssues(destPath) {	CODE
LOW	packages/react-icons/scripts/convert-font.js	160	function prepareProcessedCodepointMap(srcPath, destFolder) {	CODE
LOW	packages/react-icons/scripts/sprite.writer.js	21	function viewBoxWidthFromIconWidth(width) {	CODE
LOW	…ont-subsetting-webpack-plugin/src/selector-protocol.ts	22	export function registerSelectorCapability(compilation: BundlerCompilation): void {	CODE
LOW	…eact-icons-font-subsetting-webpack-plugin/src/index.ts	389	async function getFontAssetsAndCodepoints(	CODE
LOW	…act-icons-file-type/scripts/generateFileTypeIconMap.js	63	export function getFileTypeIconExtensionMap(): Readonly<{ [extension: string]: string }> {	CODE
LOW	…act-icons-file-type/src/common/fileTypeIconResolver.ts	42	export function getFileTypeIconNameFromExtensionOrType(	CODE
LOW	…act-icons-file-type/src/common/fileTypeIconResolver.ts	76	function getFileTypeIconDensityVariants(	CODE
LOW	…cons-file-type/src/common/fileTypeIconMap.generated.ts	22	export function getFileTypeIconExtensionMap(): Readonly<{ [extension: string]: string }> {	CODE
LOW	…react-icons-atomic-webpack-loader/src/select-export.ts	25	export function getSelectorTransformMetrics(): Readonly<typeof metrics> & { cacheEntries: number } {	CODE
LOW	…react-icons-atomic-webpack-loader/src/select-export.ts	29	export function resetSelectorTransformMetrics(): void {	CODE
LOW	…t-icons-atomic-webpack-loader/src/selector-protocol.ts	151	export function getRegisteredSelectorCapabilities(compilation: unknown): Set<SelectorCapability> {	CODE
LOW	packages/react-icons-atomic-webpack-loader/src/index.ts	82	export default function fluentIconsAtomicImportLoader(	CODE
LOW	packages/react-icons-atomic-webpack-loader/src/index.ts	158	function isGeneratedIconPackageResource(resourcePath: string): boolean {	CODE
LOW	packages/react-native-icons/convert-font.js	129	async function generateCodepointMapForWebpackPlugin(destPath, iconEntries, resizable) {	CODE
LOW	packages/react-native-icons/convert-font.js	173	function getReactIconNameFromGlyphName(iconName, resizable) {	CODE
LOW	.github/scripts/get-next-prerelease-version.js	165	function getLatestPrereleaseVersion(packageInfo, preid) {	CODE

Over-Commented Block32 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	importer/replace-in-files.js	1	#!/usr/bin/env node	COMMENT
LOW	…pport Files/FluentIcons-iOS/FluentIcons-iOS-umbrella.h	1	#ifdef __OBJC__	COMMENT
LOW	…luentIcons_Example/Pods-FluentIcons_Example-umbrella.h	1	#ifdef __OBJC__	COMMENT
LOW	…_ExampleMacOS/Pods-FluentIcons_ExampleMacOS-umbrella.h	1	#ifdef __OBJC__	COMMENT
LOW	…t Files/FluentIcons-macOS/FluentIcons-macOS-umbrella.h	1	#ifdef __OBJC__	COMMENT
LOW	flutter/CHANGELOG.md	1	## [1.1.294] - Complete change log present here https://github.com/microsoft/fluentui-system-icons/tags	COMMENT
LOW	flutter/example/pubspec.yaml	1	name: flutter_sample_showcase	COMMENT
LOW	flutter/example/pubspec.yaml	41	# The following section is specific to Flutter.	COMMENT
LOW	flutter/example/pubspec.yaml	61	# in this "flutter" section. Each entry in this list should have a	COMMENT
LOW	scripts/diff.sh	1	#!/bin/bash	COMMENT
LOW	packages/svg-icons/svgo.config.js	1	// Re-exports the shared SVGO config so raw-SVG processing stays identical to	COMMENT
LOW	packages/react-icons/scripts/copy-base-fonts.js	1	// @ts-check	COMMENT
LOW	packages/react-icons/scripts/copy-base-svg.js	1	// Copyright (c) Microsoft Corporation.	COMMENT
LOW	…act-icons-font-subsetting-webpack-plugin/tsconfig.json	1	{	COMMENT
LOW	…act-icons-font-subsetting-webpack-plugin/tsconfig.json	21	// "jsxFragmentFactory": "", /* Specify the JSX Fragment reference used for fragments when t	COMMENT
LOW	…act-icons-font-subsetting-webpack-plugin/tsconfig.json	41	// "allowJs": true, /* Allow JavaScript files to be a part of your program. Use the	COMMENT
LOW	…act-icons-font-subsetting-webpack-plugin/tsconfig.json	61	// "emitBOM": true, /* Emit a UTF-8 Byte Order Mark (BOM) in the beginning of outpu	COMMENT
LOW	…act-icons-font-subsetting-webpack-plugin/tsconfig.json	81	// "strictFunctionTypes": true, /* When assigning functions, check to ensure parameters and the	COMMENT
LOW	…g-webpack-plugin/test/src/e2e-barrel-headless-fonts.js	1	// @ts-check	COMMENT
LOW	…kages/react-icons-file-type/src/common/FileIconType.ts	1	// Public, stable module path for the file type icon enum. The actual definitions are	COMMENT
LOW	packages/icon-app/tsconfig.json	1	{	COMMENT
LOW	packages/icon-app/tsconfig.json	21	// "jsxImportSource": "", /* Specify module specifier used to import the JSX factory func	COMMENT
LOW	packages/icon-app/tsconfig.json	41	// "checkJs": true, /* Enable error reporting in type-checked JavaScript files. */	COMMENT
LOW	packages/icon-app/tsconfig.json	61	// "newLine": "crlf", /* Set the newline character for emitting files. */	COMMENT
LOW	packages/icon-app/tsconfig.json	81	// "strictBindCallApply": true, /* Check that the arguments for `bind`, `call`, and `apply` met	COMMENT
LOW	.github/workflows/publish-standalone.yml	161	# byte. A genuine conflict aborts the job instead of silently mutating a published	COMMENT
LOW	.github/workflows/publish.yml	121	## Flutter	COMMENT
LOW	.github/workflows/publish.yml	221	- name: Build Android library	COMMENT
LOW	.github/workflows/publish.yml	341	# import os	COMMENT
LOW	.github/workflows/publish.yml	361	# distribution: temurin	COMMENT
LOW	.github/workflows/publish.yml	381	# - name: Publish apk to App Center	COMMENT
LOW	.github/workflows/pr.yml	141		COMMENT

Self-Referential Comments6 hits · 16 pts

Severity	File	Line	Snippet	Context
MEDIUM	importer/generate_build_gn_android.py	40	gn_file.write("# This file is auto generated\n")	CODE
MEDIUM	importer/process_ios_assets.py	225	gn_file.write("# This file is auto generated\n")	CODE
MEDIUM	flutter/pubspec.yaml	16	# The following section is specific to Flutter.	COMMENT
MEDIUM	flutter/example/pubspec.yaml	41	# The following section is specific to Flutter.	COMMENT
MEDIUM	scripts/diff.sh	48	# Create a tarball of the added and modified files	COMMENT
MEDIUM	scripts/diff.sh	79	# Create a previous folder inside all_files_svg	COMMENT

Fake / Example Data9 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	…ages/docsite/stories/components/ReactIconGrid.test.tsx	288	expect(screen.getByLabelText('Icon name')).toHaveAttribute('placeholder', 'Icon name...');	CODE
LOW	.github/workflows/pr.yml	161	# accessToken: "placeholder"	STRING
LOW	.github/workflows/pr.yml	162	# refreshToken: "placeholder"	STRING
LOW	assets/Bookmark Search/metadata.json	15	"placeholder"	CODE
LOW	assets/Bookmark Multiple/metadata.json	19	"placeholder"	CODE
LOW	assets/Bookmark/metadata.json	20	"placeholder"	CODE
LOW	assets/Bookmark Add/metadata.json	15	"placeholder"	CODE
LOW	assets/Bookmark Off/metadata.json	15	"placeholder"	CODE
LOW	assets/Image Circle/metadata.json	22	"placeholder",	CODE

Structural Annotation Overuse5 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	packages/react-icons/docs/prerelease.md	20	### Step 1: Navigate to the Workflow	COMMENT
LOW	packages/react-icons/docs/prerelease.md	26	### Step 2: Trigger the Workflow	COMMENT
LOW	packages/react-icons/docs/prerelease.md	39	### Step 3: Monitor the Workflow	COMMENT
LOW	.github/skills/pre-release-npm-package/SKILL.md	16	## Step 1: Validate or Create Pre-Release Branch	COMMENT
LOW	.github/skills/pre-release-npm-package/SKILL.md	41	## Step 2: Trigger the Pre-Release	COMMENT

Deep Nesting4 hits · 4 pts

Severity	File	Line	Context
LOW	importer/process_ios_assets.py	45	CODE
LOW	importer/process_ios_assets.py	70	CODE
LOW	importer/process_ios_assets.py	176	CODE
LOW	scripts/generate_html_report.py	57	CODE

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	importer/process_ios_assets.py	165	# even more explicit - locale ids pertaining to this language. But this doesn't mean that we need tw	COMMENT

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	flutter/example/pubspec.yaml	45	# included with your application, so that you can use the icons in	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/diff.sh	4	# Usage:	COMMENT

microsoft/fluentui-system-icons

Open-Source Code Quality, Security and Technical Debt Review