2.9

Adjusted Signal

2.9

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

16.2K

Stars

JavaScript

Language

714.8K

Lines of Code

4.0K

Files

695

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 1.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 139 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 6 finding(s).

Agent Over-Engineering Ratio 12.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 630 finding(s).

PR Review Velocity Impact 11.8/100 · LOW

Which changes need focused human review? 695 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 552LOW 143

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 695 distinct pattern matches across 10 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.

Decorative Section Separators550 hits · 1884 pts

Severity	File	Line	Snippet	Context
MEDIUM	cloudflare/wasm-wrangler.toml	5	# =============================================================================	COMMENT
MEDIUM	cloudflare/wasm-wrangler.toml	7	# =============================================================================	COMMENT
MEDIUM	cloudflare/wasm-wrangler.toml	22	# =============================================================================	COMMENT
MEDIUM	cloudflare/wasm-wrangler.toml	24	# =============================================================================	COMMENT
MEDIUM⚡	cloudflare/wasm-wrangler.toml	39	# =============================================================================	COMMENT
MEDIUM⚡	cloudflare/wasm-wrangler.toml	41	# =============================================================================	COMMENT
MEDIUM⚡	cloudflare/wasm-wrangler.toml	47	# =============================================================================	COMMENT
MEDIUM⚡	cloudflare/wasm-wrangler.toml	49	# =============================================================================	COMMENT
MEDIUM	cloudflare/wasm-wrangler.toml	63	# =============================================================================	COMMENT
MEDIUM	cloudflare/wasm-wrangler.toml	65	# =============================================================================	COMMENT
MEDIUM	cloudflare/wrangler.toml	9	# =============================================================================	COMMENT
MEDIUM	cloudflare/wrangler.toml	11	# =============================================================================	COMMENT
MEDIUM	cloudflare/wrangler.toml	31	# =============================================================================	COMMENT
MEDIUM	cloudflare/wrangler.toml	33	# =============================================================================	COMMENT
MEDIUM	docs/sk/self-hosting/hostinger.md	57	# ============================================	COMMENT
MEDIUM	docs/sk/self-hosting/hostinger.md	59	# ============================================	COMMENT
MEDIUM	docs/sk/self-hosting/hostinger.md	72	# ============================================	COMMENT
MEDIUM	docs/sk/self-hosting/hostinger.md	74	# ============================================	COMMENT
MEDIUM	docs/sk/self-hosting/hostinger.md	93	# ============================================	COMMENT
MEDIUM	docs/sk/self-hosting/hostinger.md	95	# ============================================	COMMENT
MEDIUM	docs/sk/self-hosting/hostinger.md	117	# ============================================	COMMENT
MEDIUM	docs/sk/self-hosting/hostinger.md	119	# ============================================	COMMENT
MEDIUM	docs/sk/self-hosting/hostinger.md	141	# ============================================	COMMENT
MEDIUM	docs/sk/self-hosting/hostinger.md	143	# ============================================	COMMENT
MEDIUM	docs/sk/self-hosting/hostinger.md	163	# ============================================	COMMENT
MEDIUM	docs/sk/self-hosting/hostinger.md	165	# ============================================	COMMENT
MEDIUM⚡	docs/sk/self-hosting/hostinger.md	181	# ============================================	COMMENT
MEDIUM⚡	docs/sk/self-hosting/hostinger.md	183	# ============================================	COMMENT
MEDIUM⚡	docs/sk/self-hosting/hostinger.md	189	# ============================================	COMMENT
MEDIUM⚡	docs/sk/self-hosting/hostinger.md	191	# ============================================	COMMENT
MEDIUM⚡	docs/sk/self-hosting/hostinger.md	197	# ============================================	COMMENT
MEDIUM⚡	docs/sk/self-hosting/hostinger.md	199	# ============================================	COMMENT
MEDIUM	docs/sk/self-hosting/apache.md	113	# ============================================	COMMENT
MEDIUM	docs/sk/self-hosting/apache.md	115	# ============================================	COMMENT
MEDIUM	docs/sk/self-hosting/apache.md	131	# ============================================	COMMENT
MEDIUM	docs/sk/self-hosting/apache.md	133	# ============================================	COMMENT
MEDIUM	docs/pl/self-hosting/hostinger.md	57	# ============================================	COMMENT
MEDIUM	docs/pl/self-hosting/hostinger.md	59	# ============================================	COMMENT
MEDIUM	docs/pl/self-hosting/hostinger.md	72	# ============================================	COMMENT
MEDIUM	docs/pl/self-hosting/hostinger.md	74	# ============================================	COMMENT
MEDIUM	docs/pl/self-hosting/hostinger.md	93	# ============================================	COMMENT
MEDIUM	docs/pl/self-hosting/hostinger.md	95	# ============================================	COMMENT
MEDIUM	docs/pl/self-hosting/hostinger.md	117	# ============================================	COMMENT
MEDIUM	docs/pl/self-hosting/hostinger.md	119	# ============================================	COMMENT
MEDIUM	docs/pl/self-hosting/hostinger.md	141	# ============================================	COMMENT
MEDIUM	docs/pl/self-hosting/hostinger.md	143	# ============================================	COMMENT
MEDIUM	docs/pl/self-hosting/hostinger.md	163	# ============================================	COMMENT
MEDIUM	docs/pl/self-hosting/hostinger.md	165	# ============================================	COMMENT
MEDIUM⚡	docs/pl/self-hosting/hostinger.md	181	# ============================================	COMMENT
MEDIUM⚡	docs/pl/self-hosting/hostinger.md	183	# ============================================	COMMENT
MEDIUM⚡	docs/pl/self-hosting/hostinger.md	189	# ============================================	COMMENT
MEDIUM⚡	docs/pl/self-hosting/hostinger.md	191	# ============================================	COMMENT
MEDIUM⚡	docs/pl/self-hosting/hostinger.md	197	# ============================================	COMMENT
MEDIUM⚡	docs/pl/self-hosting/hostinger.md	199	# ============================================	COMMENT
MEDIUM	docs/pl/self-hosting/apache.md	113	# ============================================	COMMENT
MEDIUM	docs/pl/self-hosting/apache.md	115	# ============================================	COMMENT
MEDIUM	docs/pl/self-hosting/apache.md	131	# ============================================	COMMENT
MEDIUM	docs/pl/self-hosting/apache.md	133	# ============================================	COMMENT
MEDIUM	docs/vi/self-hosting/hostinger.md	57	# ============================================	COMMENT
MEDIUM	docs/vi/self-hosting/hostinger.md	59	# ============================================	COMMENT
490 more matches not shown…

Hyper-Verbose Identifiers80 hits · 82 pts

Severity	File	Line	Snippet	Context
LOW	vite.config.ts	233	function buildCorsProxyAllowedHosts(): Set<string> {	CODE
LOW	vite.config.ts	279	function createCorsProxyMiddleware(): Connect.NextHandleFunction {	CODE
LOW	vite.config.ts	447	function devPageTranslationsPlugin(): Plugin {	CODE
LOW	cloudflare/cors-proxy-worker.js	205	async function hostnameResolvesToPrivate(hostname) {	CODE
LOW	public/sw.js	124	async function cacheFirstStrategyWithDedup(request, isCDN) {	CODE
LOW⚡	public/libreoffice-wasm/soffice.js	2	function GROWABLE_HEAP_I8(){if(wasmMemory.buffer!=HEAP8.buffer){updateMemoryViews()}return HEAP8}function GROWABLE_HEAP_	CODE
LOW	public/workers/extract-attachments.worker.js	23	function extractAttachmentsFromPDFsInWorker(fileBuffers, fileNames) {	CODE
LOW	public/workers/edit-attachments.worker.js	23	function getAttachmentsFromPDFInWorker(fileBuffer, fileName) {	CODE
LOW	public/workers/edit-attachments.worker.js	97	function editAttachmentsInPDFInWorker(	CODE
LOW	public/workers/json-to-pdf.worker.js	23	function convertJSONsToPDFInWorker(fileBuffers, fileNames) {	CODE
LOW	public/workers/add-attachments.worker.js	45	function addAttachmentsToPDFInWorker(	CODE
LOW	public/workers/pdf-to-json.worker.js	23	function convertPDFsToJSONInWorker(fileBuffers, fileNames) {	CODE
LOW	public/workers/table-of-contents.worker.js	23	function generateTableOfContentsInWorker(	CODE
LOW	scripts/include-docs-in-dist.js	34	function findUnlistedInlineScripts(dir, unlisted = new Set()) {	CODE
LOW	src/js/main.ts	1273	function getReservedShortcutWarning(	CODE
LOW	src/js/ui.ts	177	function initializeOrganizeSortable(containerId: string) {	CODE
LOW	src/js/logic/rotate-custom-page.ts	63	function updateAllRotationDisplays() {	CODE
LOW	src/js/logic/form-filler-page.ts	225	async function processAndDownloadForm() {	CODE
LOW	src/js/logic/rotate-pdf-page.ts	51	function updateAllRotationDisplays() {	CODE
LOW	src/js/logic/pdf-workflow-page.ts	1412	function applyConditionalVisibility(	CODE
LOW	src/js/logic/form-creator.ts	506	function getPreviewBackgroundColor(	CODE
LOW	src/js/logic/form-creator.ts	528	function clearTransparentWidgetBackground(	CODE
LOW	src/js/logic/form-creator.ts	544	function clearTransparentFieldWidgetBackgrounds(	CODE
LOW	src/js/logic/form-creator.ts	902	function applyResizeWithConstraints(	CODE
LOW	src/js/logic/merge-pdf-page.ts	52	function initializeFileListSortable() {	CODE
LOW	src/js/logic/merge-pdf-page.ts	75	function initializePageThumbnailsSortable() {	CODE
LOW	src/js/logic/merge-pdf-page.ts	103	async function renderPageMergeThumbnails() {	CODE
LOW	src/js/logic/validate-signature-pdf.ts	621	function getSignatureAlgorithmName(oid: string): string {	CODE
LOW	src/js/logic/validate-signature-pdf.ts	1012	async function performCryptoVerification(	CODE
LOW	src/js/logic/bookmark-pdf.ts	1415	async function renderPageWithDestination(	CODE
LOW	src/js/logic/page-dimensions-page.ts	253	function analyzeAndDisplayDimensions() {	CODE
LOW	src/js/logic/ocr-pdf-page.ts	92	function updateLanguageAvailabilityNotice() {	CODE
LOW	src/js/logic/duplicate-organize.ts	23	function initializePageGridSortable() {	CODE
LOW	src/js/logic/duplicate-organize.ts	89	export async function renderDuplicateOrganizeThumbnails() {	CODE
LOW	src/js/logic/duplicate-organize.ts	189	export async function processAndSave() {	CODE
LOW	src/js/logic/compare-pdfs-page.ts	84	function getEffectiveCategoryFilter(): CompareCategoryFilterState {	CODE
LOW	src/js/logic/compare-pdfs-page.ts	179	function updateOverlayScopeButtons() {	CODE
LOW	src/js/logic/compare-pdfs-page.ts	198	function updateExportMenuForViewMode() {	CODE
LOW	src/js/logic/compare-pdfs-page.ts	211	function updateOverlayPreviewState() {	CODE
LOW	src/js/utils/tesseract-language-availability.ts	40	export function resolveConfiguredTesseractAvailableLanguages(	CODE
LOW	src/js/utils/tesseract-language-availability.ts	51	export function getAvailableTesseractLanguageEntries(	CODE
LOW	src/js/utils/tesseract-language-availability.ts	67	export function getUnavailableTesseractLanguages(	CODE
LOW	src/js/utils/tesseract-language-availability.ts	82	export function formatTesseractLanguageList(codes: string[]): string {	CODE
LOW	src/js/utils/tesseract-language-availability.ts	86	function buildUnsupportedLanguageMessage(	CODE
LOW	src/js/utils/tesseract-language-availability.ts	121	export function assertTesseractLanguagesAvailable(	CODE
LOW	src/js/utils/shortcuts-init.ts	3	export function initializeGlobalShortcuts() {	CODE
LOW	src/js/utils/load-pdf-document.ts	52	export async function removeUnreferencedObjects(	CODE
LOW	src/js/utils/sanitize.ts	240	function removeEmbeddedFilesFromDoc(pdfDoc: PDFDocument) {	CODE
LOW	src/js/utils/sanitize.ts	314	function createOptionalContentVisibility(pdfDoc: PDFDocument) {	CODE
LOW	src/js/utils/sanitize.ts	834	function removeStructureTreeFromDoc(pdfDoc: PDFDocument) {	CODE
LOW	src/js/utils/helpers.ts	252	export function resetAndReloadTool(preResetCallback?: () => void) {	CODE
LOW	src/js/utils/pdf-content-tokens.ts	55	function skipWhitespaceAndComments(bytes: Uint8Array, pos: number): number {	CODE
LOW	src/js/utils/disabled-tools.ts	64	export function getEditorDisabledCategories(): string[] {	CODE
LOW	src/js/utils/password-prompt.ts	128	function validatePasswordWithPdfjs(	CODE
LOW	src/js/utils/password-prompt.ts	805	export async function loadPdfWithPasswordPrompt(	CODE
LOW	src/js/utils/wasm-provider.ts	42	function collectBuiltinTrustedHosts(): Set<string> {	CODE
LOW	src/js/utils/freetext-flatten.ts	187	export async function flattenFreeTextToPageText(	CODE
LOW	src/js/utils/images-to-pdf-lib.ts	11	export async function normalizeImageToEmbeddable(	CODE
LOW	src/js/utils/tesseract-runtime.ts	36	function getDefaultTesseractAssetEnv(): TesseractAssetEnv {	CODE
LOW⚡	src/js/utils/tesseract-runtime.ts	52	export function resolveTesseractAssetConfig(	CODE
20 more matches not shown…

Structural Annotation Overuse36 hits · 57 pts

Severity	File	Line	Snippet	Context
LOW	TRANSLATION.md	87	### Step 1: Create Translation Files	COMMENT
LOW	TRANSLATION.md	97	### Step 2: Translate the JSON Files	COMMENT
LOW	TRANSLATION.md	133	### Step 3: Register the Language	COMMENT
LOW	TRANSLATION.md	150	### Step 4: Update Vite Configuration	COMMENT
LOW	TRANSLATION.md	173	### Step 5: Test Your Translation	COMMENT
LOW	TRANSLATION.md	183	### Step 6: Build and Verify Static Files	COMMENT
LOW	docs/contributing.md	48	### Step 1: Create the Logic File	COMMENT
LOW	docs/contributing.md	61	### Step 2: Create the HTML Page	COMMENT
LOW	docs/contributing.md	65	### Step 3: Register the Tool	COMMENT
LOW	docs/contributing.md	78	### Step 4: Add to Build Config	COMMENT
LOW	docs/contributing.md	86	### Step 5: Add Translations	COMMENT
LOW⚡	docs/self-hosting/netlify.md	11	### Step 1: Connect Repository	COMMENT
LOW⚡	docs/self-hosting/netlify.md	18	### Step 2: Configure Build Settings	COMMENT
LOW⚡	docs/self-hosting/netlify.md	26	### Step 3: Deploy	COMMENT
LOW	docs/self-hosting/nginx.md	11	## Step 1: Build the Project	COMMENT
LOW	docs/self-hosting/nginx.md	26	## Step 2: Copy Files	COMMENT
LOW	docs/self-hosting/nginx.md	34	## Step 3: Nginx Configuration	COMMENT
LOW	docs/self-hosting/nginx.md	114	## Step 4: Enable the Site	COMMENT
LOW	docs/self-hosting/nginx.md	122	## Step 5: SSL with Let's Encrypt	COMMENT
LOW	docs/self-hosting/vercel.md	11	### Step 1: Fork the Repository	COMMENT
LOW	docs/self-hosting/vercel.md	15	### Step 2: Import to Vercel	COMMENT
LOW	docs/self-hosting/vercel.md	28	### Step 3: Environment Variables (Optional)	COMMENT
LOW	docs/self-hosting/vercel.md	40	### Step 4: Deploy	COMMENT
LOW	docs/self-hosting/hostinger.md	10	## Step 1: Build the Project	COMMENT
LOW	docs/self-hosting/hostinger.md	21	## Step 2: Upload to Hostinger	COMMENT
LOW	docs/self-hosting/hostinger.md	45	## Step 3: Create .htaccess File	COMMENT
LOW	docs/self-hosting/aws.md	11	## Step 1: Create S3 Bucket	COMMENT
LOW	docs/self-hosting/aws.md	23	## Step 2: Build and Upload	COMMENT
LOW	docs/self-hosting/aws.md	55	## Step 3: Create CloudFront Distribution	COMMENT
LOW	docs/self-hosting/aws.md	127	## Step 4: S3 Bucket Policy	COMMENT
LOW	docs/self-hosting/aws.md	153	## Step 5: Custom Error Pages	COMMENT
LOW	docs/self-hosting/apache.md	11	## Step 1: Build the Project	COMMENT
LOW	docs/self-hosting/apache.md	26	## Step 2: Copy Files	COMMENT
LOW	docs/self-hosting/apache.md	34	## Step 3: Apache Configuration	COMMENT
LOW⚡	docs/self-hosting/apache.md	142	## Step 5: Enable Required Modules	COMMENT
LOW⚡	docs/self-hosting/apache.md	152	## Step 6: Enable the Site	COMMENT

Over-Commented Block17 hits · 17 pts

Severity	File	Line	Snippet	Context
LOW	tsconfig.json	1	// {	COMMENT
LOW	docker-compose.yml	1	services:	COMMENT
LOW	cloudflare/wasm-wrangler.toml	1	name = "bentopdf-wasm-proxy"	COMMENT
LOW	cloudflare/wasm-wrangler.toml	21		COMMENT
LOW	cloudflare/wasm-wrangler.toml	41	# =============================================================================	COMMENT
LOW	cloudflare/wasm-wrangler.toml	61	id = "b88e030b308941118cd484e3fcb3ae49"	COMMENT
LOW	cloudflare/wrangler.toml	1	name = "bentopdf-cors-proxy"	COMMENT
LOW	cloudflare/wrangler.toml	21	# - Limits: 60 requests per IP per minute	COMMENT
LOW	cloudflare/wrangler.toml	41	# ]	COMMENT
LOW	scripts/prepare-airgap.sh	1	#!/usr/bin/env bash	COMMENT
LOW	src/css/styles.css	1421	}	COMMENT
LOW	src/css/edit-pdf-text.css	1801		COMMENT
LOW	src/js/logic/md-to-pdf.ts	1	// // note: this is a work in progress	COMMENT
LOW	src/js/logic/md-to-pdf.ts	21	// showAlert('Input Required', 'Please enter some Markdown text.');	COMMENT
LOW	src/js/logic/md-to-pdf.ts	41	// body { font-family: Helvetica, Arial, sans-serif; line-height: 1.6; font-size: 12px; }	COMMENT
LOW	src/js/logic/md-to-pdf.ts	61	// // @ts-expect-error TS(2339) FIXME: Property 'jspdf' does not exist on type 'Window & ... Remove this comment to	COMMENT
LOW	src/js/logic/md-to-pdf.ts	81	// position = position - pageHeight;	COMMENT

Fake / Example Data6 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	src/tests/content-segments.test.ts	129	expect(input?.getAttribute('placeholder')).toBe('Werkzeuge suchen');	CODE
LOW⚡	src/tests/edit-pdf-redaction.test.ts	91	viewer.mark('doc', { id: 'a', kind: 'text', text: 'Jane Doe' });	CODE
LOW⚡	src/tests/edit-pdf-redaction.test.ts	98	viewer.mark('doc', { id: 'a', kind: 'text', text: 'Jane Doe' });	CODE
LOW⚡	src/tests/edit-pdf-redaction.test.ts	103	expect(tracker.appliedTexts('doc')).toEqual(['Jane Doe', undefined]);	CODE
LOW⚡	src/tests/edit-pdf-redaction.test.ts	111	viewer.mark('doc', { id: 'b', kind: 'text', text: 'Acme Corp' });	CODE
LOW	src/tests/edit-pdf-redaction.test.ts	160	).toEqual(['John Smith', 'Acme Corp', 'John']);	CODE

Slop Phrases2 hits · 4 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	public/libreoffice-wasm/soffice.js	2	function GROWABLE_HEAP_I8(){if(wasmMemory.buffer!=HEAP8.buffer){updateMemoryViews()}return HEAP8}function GROWABLE_HEAP_	CODE
LOW⚡	public/libreoffice-wasm/soffice.js	2	function GROWABLE_HEAP_I8(){if(wasmMemory.buffer!=HEAP8.buffer){updateMemoryViews()}return HEAP8}function GROWABLE_HEAP_	CODE

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW⚡	scripts/prepare-airgap.sh	13	# Usage:	COMMENT

AI Slop Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	package-lock.json	10181	"resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.2.tgz",	CODE

Overly Generic Function Names1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW⚡	public/libreoffice-wasm/soffice.js	2	function GROWABLE_HEAP_I8(){if(wasmMemory.buffer!=HEAP8.buffer){updateMemoryViews()}return HEAP8}function GROWABLE_HEAP_	CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/prepare-airgap.sh	719	# Check if image exists or tar exists	COMMENT

alam00000/bentopdf

Open-Source Code Quality, Security and Technical Debt Review