1.4

Adjusted Signal

1.4

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

9.7K

Stars

TypeScript

Language

698.1K

Lines of Code

967

Files

505

Pattern Hits

2026-10-31

Scan Date

0.07

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 2.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 243 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.9/100 · LOW

Are imports declared and package/API names verified? 189 finding(s).

Agent Over-Engineering Ratio 2.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 250 finding(s).

PR Review Velocity Impact 6.2/100 · LOW

Which changes need focused human review? 505 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 63MEDIUM 40LOW 402

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 505 distinct pattern matches across 15 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.

Cross-Language Confusion (JS/TS)63 hits · 392 pts

Severity	File	Line	Snippet	Context
HIGH⚡	public/pymupdf-wasm/pymupdf.js	713	elif order_val[j] == ']':	CODE
HIGH⚡	public/pymupdf-wasm/pymupdf.js	721	elif char == ']':	CODE
HIGH⚡	public/pymupdf-wasm/pymupdf.js	723	elif char.isdigit():	CODE
HIGH⚡	public/pymupdf-wasm/pymupdf.js	833	elif char == ']':	CODE
HIGH⚡	public/pymupdf-wasm/pymupdf.js	941	elif t2 != "null":	CODE
HIGH⚡	public/pymupdf-wasm/pymupdf.js	946	elif t != "null":	CODE
HIGH⚡	public/pymupdf-wasm/pymupdf.js	955	elif t2 != "null":	CODE
HIGH⚡	public/pymupdf-wasm/pymupdf.js	1352	elif cs_name not in ('DEVICEGRAY', 'GRAY', 'DEVICERGB', 'RGB', 'SRGB', ''):	CODE
HIGH⚡	public/pymupdf-wasm/pymupdf.js	1361	elif pix.n > 4:	CODE
HIGH	public/pymupdf-wasm/pymupdf.js	647	elif t != "null":	CODE
HIGH	public/pymupdf-wasm/pymupdf.js	655	elif t2 != "null":	CODE
HIGH	public/pymupdf-wasm/pymupdf.js	789	elif t != "null":	CODE
HIGH	public/pymupdf-wasm/pymupdf.js	801	elif t2 != "null":	CODE
HIGH	public/pymupdf-wasm/pymupdf.js	890	elif final_order[k] == ']': arr_depth -= 1	CODE
HIGH	public/pymupdf-wasm/pymupdf.js	1099	elif t != "null":	CODE
HIGH	public/pymupdf-wasm/pymupdf.js	1281	return None	CODE
HIGH⚡	public/pymupdf-wasm/pymupdf-lite.js	713	elif order_val[j] == ']':	CODE
HIGH⚡	public/pymupdf-wasm/pymupdf-lite.js	721	elif char == ']':	CODE
HIGH⚡	public/pymupdf-wasm/pymupdf-lite.js	723	elif char.isdigit():	CODE
HIGH⚡	public/pymupdf-wasm/pymupdf-lite.js	833	elif char == ']':	CODE
HIGH⚡	public/pymupdf-wasm/pymupdf-lite.js	941	elif t2 != "null":	CODE
HIGH⚡	public/pymupdf-wasm/pymupdf-lite.js	946	elif t != "null":	CODE
HIGH⚡	public/pymupdf-wasm/pymupdf-lite.js	955	elif t2 != "null":	CODE
HIGH⚡	public/pymupdf-wasm/pymupdf-lite.js	1352	elif cs_name not in ('DEVICEGRAY', 'GRAY', 'DEVICERGB', 'RGB', 'SRGB', ''):	CODE
HIGH⚡	public/pymupdf-wasm/pymupdf-lite.js	1361	elif pix.n > 4:	CODE
HIGH	public/pymupdf-wasm/pymupdf-lite.js	647	elif t != "null":	CODE
HIGH	public/pymupdf-wasm/pymupdf-lite.js	655	elif t2 != "null":	CODE
HIGH	public/pymupdf-wasm/pymupdf-lite.js	789	elif t != "null":	CODE
HIGH	public/pymupdf-wasm/pymupdf-lite.js	801	elif t2 != "null":	CODE
HIGH	public/pymupdf-wasm/pymupdf-lite.js	890	elif final_order[k] == ']': arr_depth -= 1	CODE
HIGH	public/pymupdf-wasm/pymupdf-lite.js	1099	elif t != "null":	CODE
HIGH	public/pymupdf-wasm/pymupdf-lite.js	1281	return None	CODE
HIGH⚡	public/workers/extract-images.worker.js	81	print(f"Error extracting image {xref}: {e}")	CODE
HIGH⚡	public/workers/table-of-contents-v2.worker.js	38	return True	CODE
HIGH⚡	public/workers/table-of-contents-v2.worker.js	39	return False	CODE
HIGH⚡	public/workers/table-of-contents-v2.worker.js	43	return False	CODE
HIGH⚡	public/workers/table-of-contents-v2.worker.js	46	return True	CODE
HIGH⚡	public/workers/table-of-contents-v2.worker.js	59	return True	CODE
HIGH⚡	public/workers/table-of-contents-v2.worker.js	61	print(f"Font download error: {e}")	CODE
HIGH⚡	public/workers/table-of-contents-v2.worker.js	62	return False	CODE
HIGH⚡	public/workers/table-of-contents-v2.worker.js	63	return False	CODE
HIGH	public/workers/table-of-contents-v2.worker.js	92	print("Warning: CJK font needed but could not be loaded. Falling back to Helvetica.")	CODE
HIGH⚡	public/workers/table-of-contents-v2.worker.js	183	print("Python: Generating bytes...")	CODE
HIGH⚡	public/workers/table-of-contents-v2.worker.js	185	print(f"Python: Generated {len(result_bytes)} bytes")	CODE
HIGH⚡	public/workers/table-of-contents-v2.worker.js	192	print(f"Python Error: {str(e)}")	CODE
HIGH	public/workers/word-to-pdf.worker.js	278	elif para.alignment == WD_ALIGN_PARAGRAPH.RIGHT:	CODE
HIGH	public/workers/word-to-pdf.worker.js	280	elif para.alignment == WD_ALIGN_PARAGRAPH.JUSTIFY:	CODE
HIGH	public/workers/word-to-pdf.worker.js	494	elif element.tag.endswith('tbl'):	CODE
HIGH	public/workers/pptx-to-pdf.worker.js	176	elif not target.startswith('ppt/'):	CODE
HIGH	public/workers/pptx-to-pdf.worker.js	194	return None	CODE
HIGH	public/workers/pptx-to-pdf.worker.js	217	return None	CODE
HIGH	public/workers/pptx-to-pdf.worker.js	265	elif algn == 'r':	CODE
HIGH	public/workers/pptx-to-pdf.worker.js	267	elif algn == 'just':	CODE
HIGH	public/workers/pptx-to-pdf.worker.js	376	elif tag.endswith('sp'):	CODE
HIGH⚡	public/workers/pdf-to-excel.worker.js	81	print(f"Error extracting table {i} on page {page_num}: {e}")	CODE
HIGH	src/lib/pdf/pymupdf-loader.ts	387	elif n == 3:	CODE
HIGH	src/lib/pdf/pymupdf-loader.ts	391	elif n == 4:	CODE
HIGH	src/lib/pdf/pymupdf-loader.ts	492	return False	CODE
HIGH	src/lib/pdf/pymupdf-loader.ts	514	return True	CODE
HIGH	src/lib/pdf/pymupdf-loader.ts	534	return True	CODE
3 more matches not shown…

Hyper-Verbose Identifiers177 hits · 178 pts

Severity	File	Line	Snippet	Context
LOW⚡	scratch/test_placeholders.py	35	def translate_with_protection(text, target_lang):	CODE
LOW	scratch/batch_translate_threaded.py	68	def translate_with_protection(text, target_lang):	CODE
LOW⚡	scratch/test_token_replace.py	29	def translate_with_token_protection(text, target_lang):	CODE
LOW	scratch/batch_translate.py	61	def translate_with_protection(text, target_lang):	CODE
LOW	scratch/translate_chunk4_partA.py	61	def translate_with_protection(text, target_lang):	CODE
LOW	scratch/translate_all.py	45	def translate_list_with_retry(translator, texts, lang_code, batch_size=40):	CODE
LOW	scratch/translate_chunk4_threaded.py	66	def translate_with_protection(text, target_lang):	CODE
LOW⚡	public/pdfjs-annotation-viewer/web/viewer.js	13685	function webViewerPresentationMode() {	CODE
LOW⚡	public/pdfjs-annotation-viewer/web/viewer.js	13688	function webViewerSwitchAnnotationEditorMode(evt) {	CODE
LOW⚡	public/pdfjs-annotation-viewer/web/viewer.js	13691	function webViewerSwitchAnnotationEditorParams(evt) {	CODE
LOW⚡	public/pdfjs-annotation-viewer/web/viewer.js	13739	function webViewerOptionalContentConfig(evt) {	CODE
LOW⚡	public/pdfjs-annotation-viewer/web/viewer.js	13742	function webViewerSwitchScrollMode(evt) {	CODE
LOW⚡	public/pdfjs-annotation-viewer/web/viewer.js	13745	function webViewerSwitchSpreadMode(evt) {	CODE
LOW⚡	public/pdfjs-annotation-viewer/web/viewer.js	13748	function webViewerDocumentProperties() {	CODE
LOW	public/pdfjs-annotation-viewer/web/viewer.js	276	function backtrackBeforeAllVisibleElements(index, views, top) {	CODE
LOW	public/pdfjs-annotation-viewer/web/viewer.js	306	function isElementBottomAfterViewTop(view) {	CODE
LOW	public/pdfjs-annotation-viewer/web/viewer.js	311	function isElementNextAfterViewHorizontally(view) {	CODE
LOW	public/pdfjs-annotation-viewer/web/viewer.js	377	function normalizeWheelEventDirection(evt) {	CODE
LOW	public/pdfjs-annotation-viewer/web/viewer.js	476	function getActiveOrFocusedElement() {	CODE
LOW	public/pdfjs-annotation-viewer/web/viewer.js	485	function apiPageLayoutToViewerModes(layout) {	CODE
LOW	public/pdfjs-annotation-viewer/web/viewer.js	544	(function checkCanvasSizeLimitation() {	CODE
LOW	public/pdfjs-annotation-viewer/web/viewer.js	2447	function createTextNodeFromTextContent(element) {	CODE
LOW	public/pdfjs-annotation-viewer/web/viewer.js	9882	function isValidAnnotationEditorMode(mode) {	CODE
LOW	public/pdfjs-annotation-viewer/web/viewer.js	13351	function addWindowResolutionChange(evt = null) {	CODE
LOW	public/pdfjs-annotation-viewer/web/viewer.js	13603	function webViewerPresentationModeChanged(evt) {	CODE
LOW	public/pdfjs-annotation-viewer/web/viewer.js	13606	function webViewerSidebarViewChanged({	CODE
LOW	public/pdfjs-annotation-viewer/web/viewer.js	13631	function webViewerScrollModeChanged(evt) {	CODE
LOW	public/pdfjs-annotation-viewer/web/viewer.js	13636	function webViewerSpreadModeChanged(evt) {	CODE
LOW	public/pdfjs-annotation-viewer/web/viewer.js	13721	function webViewerPageNumberChanged(evt) {	CODE
LOW	public/pdfjs-annotation-viewer/web/viewer.js	13763	function webViewerUpdateFindMatchesCount({	CODE
LOW	public/pdfjs-annotation-viewer/web/viewer.js	13772	function webViewerUpdateFindControlState({	CODE
LOW	public/pdfjs-annotation-viewer/web/viewer.js	13793	function webViewerRotationChanging(evt) {	CODE
LOW	public/pdfjs-annotation-viewer/web/viewer.js	13812	function webViewerResolutionChange(evt) {	CODE
LOW	public/pdfjs-annotation-viewer/web/viewer.js	13815	function webViewerVisibilityChange(evt) {	CODE
LOW	public/pdfjs-annotation-viewer/web/viewer.js	14266	function webViewerAnnotationEditorStatesChanged(data) {	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/mobi-to-pdf.worker.js	113	async function initializePythonConverter() {	CODE
LOW	public/workers/mobi-to-pdf.worker.js	164	async function reinitializePythonConverter() {	CODE
LOW	public/workers/extract-attachments.worker.js	163	function extractAttachmentsFromPDFsInWorker(fileBuffers, fileNames) {	CODE
LOW⚡	public/workers/table-of-contents-v2.worker.js	41	async def download_cjk_font_if_needed(needs_cjk):	CODE
LOW	public/workers/edit-attachments.worker.js	150	function getAttachmentsFromPDFInWorker(fileBuffer, fileName) {	CODE
LOW	public/workers/edit-attachments.worker.js	223	function editAttachmentsInPDFInWorker(fileBuffer, fileName, attachmentsToRemove) {	CODE
LOW	public/workers/word-to-pdf.worker.js	115	async function initializePythonConverter() {	CODE
LOW	public/workers/word-to-pdf.worker.js	315	def render_text_with_formatting(x, y, text, props, max_width):	CODE
LOW	public/workers/pptx-to-pdf.worker.js	105	async function initializePythonConverter() {	CODE
LOW	public/workers/add-attachments.worker.js	30	function addAttachmentsToPDFInWorker(pdfBuffer, attachmentBuffers, attachmentNames, attachmentLevel, pageRange) {	CODE
LOW	public/workers/rtf-to-pdf.worker.js	109	async function initializePythonConverter() {	CODE
LOW	public/workers/rtf-to-pdf.worker.js	203	async function reinitializePythonConverter() {	CODE
LOW	public/workers/epub-to-pdf.worker.js	142	async function initializePythonConverter() {	CODE
LOW	public/workers/epub-to-pdf.worker.js	193	async function reinitializePythonConverter() {	CODE
LOW	public/direct-pdf-editor/editcore.js	9	var Module=moduleArg;var readyPromiseResolve,readyPromiseReject;var readyPromise=new Promise((resolve,reject)=>{readyPro	CODE
LOW	public/direct-pdf-editor/app.js	3453	function snapshotPrefersIncremental() {	CODE
LOW	src/config/tools.ts	1647	export function getAllToolsIncludingDisabled(): Tool[] {	CODE
LOW	…ents/studio/tool-options/OptimizeRepairToolOptions.tsx	25	export function OptimizeRepairToolOptions({	CODE
LOW	src/components/tools/edit-pdf/LegacyAnnotatorTool.tsx	537	function setupArrowEndpointHandles() {	CODE
LOW	src/components/tools/edit-pdf/LegacyAnnotatorTool.tsx	808	function setupColorPickerAndStroke() {	CODE
LOW	src/components/tools/edit-pdf/LegacyAnnotatorTool.tsx	958	function setupUndoRedoAndAuthorPatch() {	CODE
LOW	src/components/tools/edit-pdf/LegacyAnnotatorTool.tsx	1087	function updateUndoRedoButtonsState() {	CODE
LOW	…gnature-anchor-helper/PdfSignatureAnchorHelperTool.tsx	18	export function PdfSignatureAnchorHelperTool({ className = '' }: PdfSignatureAnchorHelperToolProps) {	CODE
LOW	…pdf-page-resizer-uniform/PdfPageResizerUniformTool.tsx	18	export function PdfPageResizerUniformTool({ className = '' }: PdfPageResizerUniformToolProps) {	CODE
117 more matches not shown…

Fake / Example Data121 hits · 151 pts

Severity	File	Line	Snippet	Context
LOW	messages/zh.json	137	"placeholder": "搜索工具...",	CODE
LOW⚡	messages/zh.json	1167	"placeholder": "您的姓名"	CODE
LOW⚡	messages/zh.json	1171	"placeholder": "your@email.com"	CODE
LOW⚡	messages/zh.json	1175	"placeholder": "选择主题",	CODE
LOW	messages/zh.json	1186	"placeholder": "告诉我们更多关于您的咨询..."	CODE
LOW	messages/zh.json	1486	"placeholder": "搜索工具...",	CODE
LOW	messages/ja.json	137	"placeholder": "ツールを検索...",	CODE
LOW⚡	messages/ja.json	1153	"placeholder": "あなたのお名前"	CODE
LOW⚡	messages/ja.json	1157	"placeholder": "your@email.com"	CODE
LOW⚡	messages/ja.json	1161	"placeholder": "件名を選択してください",	CODE
LOW	messages/ja.json	1172	"placeholder": "お問い合わせ内容の詳細を教えてください..."	CODE
LOW	messages/ja.json	1464	"placeholder": "検索ツール...",	CODE
LOW	messages/de.json	137	"placeholder": "Werkzeuge suchen...",	CODE
LOW⚡	messages/de.json	1153	"placeholder": "Ihr Name"	CODE
LOW⚡	messages/de.json	1157	"placeholder": "your@email.com"	CODE
LOW⚡	messages/de.json	1161	"placeholder": "Wählen Sie einen Betreff",	CODE
LOW	messages/de.json	1172	"placeholder": "Erzählen Sie uns mehr über Ihre Anfrage..."	CODE
LOW	messages/de.json	1464	"placeholder": "Suchwerkzeuge...",	CODE
LOW	messages/pl.json	137	"placeholder": "Wyszukaj narzędzia...",	CODE
LOW⚡	messages/pl.json	1167	"placeholder": "Twoje imię"	CODE
LOW⚡	messages/pl.json	1171	"placeholder": "Twój@e-mail.com"	CODE
LOW⚡	messages/pl.json	1175	"placeholder": "Wybierz temat",	CODE
LOW	messages/pl.json	1186	"placeholder": "Opowiedz nam więcej o swoim zapytaniu..."	CODE
LOW	messages/pl.json	1483	"placeholder": "Wyszukaj narzędzia...",	CODE
LOW	messages/ta.json	137	"placeholder": "கருவிகளைத் தேடுக...",	CODE
LOW⚡	messages/ta.json	1167	"placeholder": "உங்கள் பெயர்"	CODE
LOW⚡	messages/ta.json	1171	"placeholder": "your@email.com"	CODE
LOW⚡	messages/ta.json	1175	"placeholder": "ஒரு பொருளைத் தேர்ந்தெடுக்கவும்",	CODE
LOW	messages/ta.json	1186	"placeholder": "உங்கள் விசாரணையைப் பற்றி மேலும் சொல்லுங்கள்..."	CODE
LOW	messages/ta.json	1486	"placeholder": "கருவிகளைத் தேடுக...",	CODE
LOW	messages/pt.json	137	"placeholder": "Pesquisar ferramentas...",	CODE
LOW⚡	messages/pt.json	1153	"placeholder": "Seu nome"	CODE
LOW⚡	messages/pt.json	1157	"placeholder": "seu@email.com"	CODE
LOW⚡	messages/pt.json	1161	"placeholder": "Selecione um assunto",	CODE
LOW	messages/pt.json	1172	"placeholder": "Conte-nos mais sobre sua consulta..."	CODE
LOW	messages/pt.json	1464	"placeholder": "Buscar ferramentas...",	CODE
LOW	messages/en.json	137	"placeholder": "Search tools...",	CODE
LOW⚡	messages/en.json	1167	"placeholder": "Your name"	CODE
LOW⚡	messages/en.json	1171	"placeholder": "your@email.com"	CODE
LOW⚡	messages/en.json	1175	"placeholder": "Select a subject",	CODE
LOW	messages/en.json	1186	"placeholder": "Tell us more about your inquiry..."	CODE
LOW	messages/en.json	1486	"placeholder": "Search tools...",	CODE
LOW	messages/it.json	137	"placeholder": "Cerca strumenti…",	CODE
LOW⚡	messages/it.json	1153	"placeholder": "Il tuo nome"	CODE
LOW⚡	messages/it.json	1157	"placeholder": "tuo@email.com"	CODE
LOW⚡	messages/it.json	1161	"placeholder": "Seleziona un oggetto",	CODE
LOW	messages/it.json	1172	"placeholder": "Dicci qualcosa in più sulla tua richiesta…"	CODE
LOW	messages/it.json	1464	"placeholder": "Cerca strumenti...",	CODE
LOW	messages/fr.json	137	"placeholder": "Rechercher des outils...",	CODE
LOW⚡	messages/fr.json	1153	"placeholder": "Votre nom"	CODE
LOW⚡	messages/fr.json	1157	"placeholder": "votre@email.com"	CODE
LOW⚡	messages/fr.json	1161	"placeholder": "Sélectionnez un sujet",	CODE
LOW	messages/fr.json	1172	"placeholder": "Dites-nous en plus sur votre demande..."	CODE
LOW	messages/fr.json	1464	"placeholder": "Rechercher des outils...",	CODE
LOW	messages/ro.json	137	"placeholder": "Caută instrumente...",	CODE
LOW⚡	messages/ro.json	1153	"placeholder": "Numele tău"	CODE
LOW⚡	messages/ro.json	1157	"placeholder": "your@email.com"	CODE
LOW⚡	messages/ro.json	1161	"placeholder": "Selectează un subiect",	CODE
LOW	messages/ro.json	1172	"placeholder": "Spune-ne mai multe despre solicitarea ta..."	CODE
LOW	messages/ro.json	1464	"placeholder": "Instrumente de căutare...",	CODE
61 more matches not shown…

Excessive Try-Catch Wrapping61 hits · 86 pts

Severity	File	Line	Snippet	Context
LOW⚡	scratch/test_placeholders.py	25	except Exception as e:	CODE
MEDIUM⚡	scratch/test_placeholders.py	26	print(f"Error translating: {e}")	CODE
LOW	scratch/batch_translate_threaded.py	35	except Exception:	CODE
LOW	scratch/batch_translate_threaded.py	61	except Exception as e:	CODE
LOW⚡	scratch/test_token_replace.py	25	except Exception as e:	CODE
MEDIUM⚡	scratch/test_token_replace.py	26	print(f"Error translating: {e}")	CODE
LOW	scratch/translate.py	62	except Exception as e:	CODE
LOW	scratch/translate.py	99	except Exception as e:	CODE
MEDIUM	scratch/translate.py	100	print(f"Error loading cache: {e}")	CODE
LOW	scratch/translate.py	153	except Exception as exc:	CODE
LOW⚡	scratch/translate.py	167	except Exception as e:	CODE
MEDIUM⚡	scratch/translate.py	168	print(f"Error saving cache: {e}")	CODE
LOW⚡	scratch/translate.py	175	except Exception as e:	CODE
MEDIUM⚡	scratch/translate.py	176	print(f"Error saving final output: {e}")	CODE
MEDIUM	scratch/translate.py	163	def save_cache(cache):	CODE
MEDIUM	scratch/translate.py	170	def write_final_output(output):	CODE
MEDIUM	scratch/merge_splits.py	24	print(f"Error: {split_file} does not exist.")	CODE
LOW	scratch/translate_script.py	21	except Exception as e:	CODE
LOW	scratch/translate_all_robust.py	53	except Exception as e:	CODE
LOW	scratch/translate_all_robust.py	115	except Exception as e:	CODE
MEDIUM	scratch/translate_all_robust.py	116	print(f"Error on batch attempt {attempt+1}/{retries}: {e}")	CODE
LOW	scratch/translate_all_robust.py	132	except Exception as e:	CODE
LOW	scratch/translate_all_robust.py	163	except Exception as e:	CODE
LOW	scratch/batch_translate.py	29	except Exception:	CODE
LOW	scratch/batch_translate.py	54	except Exception as e:	CODE
LOW	scratch/translate_chunk4_partA.py	29	except Exception:	CODE
LOW	scratch/translate_chunk4_partA.py	54	except Exception as e:	CODE
LOW	scratch/test_translate.py	24	except Exception as e:	CODE
MEDIUM	scratch/test_translate.py	25	print(f"Error translating: {e}")	CODE
LOW	scratch/translate_all.py	66	except Exception as e:	CODE
MEDIUM	scratch/translate_all.py	67	print(f"Error on attempt {attempt+1}/{retries}: {e}")	CODE
LOW	scratch/translate_all.py	82	except Exception as e:	CODE
LOW	scratch/search_translations.py	16	except Exception as e:	CODE
MEDIUM	scratch/search_translations.py	17	print(f"Error reading {filename}: {e}")	CODE
LOW	scratch/translate_chunk4_threaded.py	34	except Exception:	CODE
LOW	scratch/translate_chunk4_threaded.py	60	except Exception as e:	CODE
LOW⚡	public/pymupdf-wasm/pymupdf.js	1369	except Exception as e:	CODE
LOW	public/pymupdf-wasm/pymupdf.js	743	except Exception as e:	CODE
LOW⚡	public/pymupdf-wasm/pymupdf-lite.js	1369	except Exception as e:	CODE
LOW	public/pymupdf-wasm/pymupdf-lite.js	743	except Exception as e:	CODE
LOW⚡	public/workers/extract-images.worker.js	80	except Exception as e:	CODE
MEDIUM⚡	public/workers/extract-images.worker.js	81	print(f"Error extracting image {xref}: {e}")	CODE
LOW⚡	public/workers/extract-images.worker.js	86	except Exception as e:	CODE
MEDIUM	public/workers/extract-images.worker.js	42	def extract_images_from_pdf(input_bytes, options):	CODE
LOW⚡	public/workers/table-of-contents-v2.worker.js	60	except Exception as e:	CODE
LOW⚡	public/workers/table-of-contents-v2.worker.js	191	except Exception as e:	CODE
LOW	public/workers/word-to-pdf.worker.js	471	except Exception as e:	CODE
LOW	public/workers/pptx-to-pdf.worker.js	372	except Exception as e:	CODE
LOW	public/workers/pptx-to-pdf.worker.js	454	except Exception as e:	CODE
LOW⚡	public/workers/pdf-to-excel.worker.js	80	except Exception as e:	CODE
MEDIUM⚡	public/workers/pdf-to-excel.worker.js	81	print(f"Error extracting table {i} on page {page_num}: {e}")	CODE
LOW⚡	public/workers/pdf-to-excel.worker.js	88	except Exception as e:	CODE
MEDIUM	public/workers/pdf-to-excel.worker.js	47	def convert_pdf_to_excel(input_bytes, options=None):	CODE
LOW	src/lib/pdf/pymupdf-loader.ts	263	except Exception as e:	CODE
LOW	src/lib/pdf/pymupdf-loader.ts	310	except Exception as e:	CODE
LOW	src/lib/pdf/pymupdf-loader.ts	559	except Exception as e:	CODE
LOW	src/lib/pdf/pymupdf-loader.ts	718	except Exception as e:	CODE
LOW	src/lib/pdf/pymupdf-loader.ts	1084	except Exception as e:	CODE
LOW	src/lib/pdf/pymupdf-loader.ts	1337	except Exception:	CODE
LOW	src/lib/pdf/pymupdf-loader.ts	1424	except Exception:	CODE
1 more matches not shown…

Decorative Section Separators12 hits · 36 pts

Severity	File	Line	Snippet	Context
MEDIUM	netlify.toml	18	# ==========================================	COMMENT
MEDIUM	netlify.toml	20	# ==========================================	COMMENT
MEDIUM	netlify.toml	33	# ==========================================	COMMENT
MEDIUM	netlify.toml	35	# ==========================================	COMMENT
MEDIUM	netlify.toml	153	# ==========================================	COMMENT
MEDIUM	netlify.toml	155	# ==========================================	COMMENT
MEDIUM	.github/workflows/docker-publish.yml	1	# =============================================================================	COMMENT
MEDIUM	.github/workflows/docker-publish.yml	5	# =============================================================================	COMMENT
MEDIUM	.github/workflows/docker-publish.yml	28	# ============================================================================	COMMENT
MEDIUM	.github/workflows/docker-publish.yml	30	# ============================================================================	COMMENT
MEDIUM	.github/workflows/docker-publish.yml	116	# ============================================================================	COMMENT
MEDIUM	.github/workflows/docker-publish.yml	118	# ============================================================================	COMMENT

Redundant / Tautological Comments20 hits · 33 pts

Severity	File	Line	Snippet	Context
LOW	scratch/inspect_translated_parts.py	5	# Set stdout to UTF-8	COMMENT
LOW	scratch/inspect_chunk3.py	23	# Check if there are other translated parts	COMMENT
LOW	scratch/translate_all_robust.py	8	# Set stdout to UTF-8 to prevent console print encoding errors	COMMENT
LOW	scratch/translate_all.py	7	# Set stdout to UTF-8 to prevent console print encoding errors	COMMENT
LOW	scratch/test_batch.py	6	# Set stdout to UTF-8	COMMENT
LOW⚡	public/pymupdf-wasm/pymupdf.js	838	# Check if we are looking at the child ref	COMMENT
LOW⚡	public/pymupdf-wasm/pymupdf.js	843	# Check if chunk starts with child_ref followed by non-digit	COMMENT
LOW⚡	public/pymupdf-wasm/pymupdf.js	1343	# Check if pixmap needs conversion to RGB	COMMENT
LOW	public/pymupdf-wasm/pymupdf.js	970	# Check if already in array	COMMENT
LOW⚡	public/pymupdf-wasm/pymupdf-lite.js	838	# Check if we are looking at the child ref	COMMENT
LOW⚡	public/pymupdf-wasm/pymupdf-lite.js	843	# Check if chunk starts with child_ref followed by non-digit	COMMENT
LOW⚡	public/pymupdf-wasm/pymupdf-lite.js	1343	# Check if pixmap needs conversion to RGB	COMMENT
LOW	public/pymupdf-wasm/pymupdf-lite.js	970	# Check if already in array	COMMENT
LOW	public/workers/table-of-contents-v2.worker.js	77	# Check if we need CJK font	COMMENT
LOW	public/workers/fb2-to-pdf.worker.js	60	# Check if it's a zipped FB2	COMMENT
LOW	public/workers/table-of-contents.worker.js	109	# Check if we need a new page	COMMENT
LOW	public/workers/pdf-to-excel.worker.js	56	# Check if we found any tables	COMMENT
LOW	src/lib/pdf/pymupdf-loader.ts	287	# Check if we need a new page	COMMENT
LOW	src/lib/pdf/pymupdf-loader.ts	749	# Return result	COMMENT
LOW	src/lib/pdf/pymupdf-loader.ts	1059	# Check if we need to reduce quality	COMMENT

Self-Referential Comments6 hits · 21 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	public/pymupdf-wasm/pymupdf.js	1372	# Create a new RGB pixmap with same dimensions	COMMENT
MEDIUM⚡	public/pymupdf-wasm/pymupdf-lite.js	1372	# Create a new RGB pixmap with same dimensions	COMMENT
MEDIUM	public/workers/table-of-contents-v2.worker.js	98	# Create a new PDF for the TOC page	COMMENT
MEDIUM	public/workers/table-of-contents.worker.js	59	# Create a new PDF for the TOC page	COMMENT
MEDIUM	public/workers/table-of-contents.worker.js	171	# Create a link to the target page	COMMENT
MEDIUM	src/lib/pdf/pymupdf-loader.ts	1135	# Create a new document	COMMENT

AI Slop Vocabulary6 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW⚡	public/pymupdf-wasm/pymupdf.js	1379	# Last resort: just pass through and hope for the best	COMMENT
LOW⚡	public/pymupdf-wasm/pymupdf-lite.js	1379	# Last resort: just pass through and hope for the best	COMMENT
MEDIUM	public/workers/table-of-contents-v2.worker.js	256	// Use Blob for robust transfer, similar to word-to-pdf worker	COMMENT
MEDIUM	src/lib/pdf/processors/pdf-scratchpad-canvas.ts	122	// To keep it clean and robust, we expand size. In pdf-lib, translating all content requires pushing a graphic	COMMENT
MEDIUM	src/lib/pdf/processors/form-logic-designer.ts	144	// For inputs/checkboxes, Validate is the most robust event for values	COMMENT
MEDIUM	src/lib/pdf/processors/table-of-contents.ts	104	// Use V2 worker to bypass cache and use robust byte handling	COMMENT

Verbosity Indicators8 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	public/workers/pdf-to-docx.worker.js	154	// Step 1: Write PDF to virtual filesystem	COMMENT
LOW	public/workers/pdf-to-docx.worker.js	165	// Step 2: Convert PDF to DOCX (returns page count)	COMMENT
LOW	public/workers/pdf-to-docx.worker.js	181	// Step 3: Read result	COMMENT
LOW	src/lib/pdf/processors/citation-linker.ts	77	// Step 2: Extract reference items (e.g. "[1] Author, Title. DOI: ...")	COMMENT
LOW	src/lib/pdf/processors/citation-linker.ts	103	// Step 3: Scan body pages (1 to referencesPageNum - 1) for citation markers (e.g., [1] or [1,2])	COMMENT
LOW	src/lib/pdf/processors/citation-linker.ts	156	// Step 4: If we are in "apply mode" (user selected which citations to link)	COMMENT
LOW	src/lib/utils/html-sanitizer.ts	47	// Step 1: Replace disallowed tags but keep their content	COMMENT
LOW	src/lib/utils/html-sanitizer.ts	93	// Step 2: Remove dangerous script/event content that might have been in text	COMMENT

Structural Annotation Overuse8 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	public/workers/pdf-to-docx.worker.js	154	// Step 1: Write PDF to virtual filesystem	COMMENT
LOW	public/workers/pdf-to-docx.worker.js	165	// Step 2: Convert PDF to DOCX (returns page count)	COMMENT
LOW	public/workers/pdf-to-docx.worker.js	181	// Step 3: Read result	COMMENT
LOW	src/lib/pdf/processors/citation-linker.ts	77	// Step 2: Extract reference items (e.g. "[1] Author, Title. DOI: ...")	COMMENT
LOW	src/lib/pdf/processors/citation-linker.ts	103	// Step 3: Scan body pages (1 to referencesPageNum - 1) for citation markers (e.g., [1] or [1,2])	COMMENT
LOW	src/lib/pdf/processors/citation-linker.ts	156	// Step 4: If we are in "apply mode" (user selected which citations to link)	COMMENT
LOW	src/lib/utils/html-sanitizer.ts	47	// Step 1: Replace disallowed tags but keep their content	COMMENT
LOW	src/lib/utils/html-sanitizer.ts	93	// Step 2: Remove dangerous script/event content that might have been in text	COMMENT

Slop Phrases3 hits · 6 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
MEDIUM	src-tauri/gen/schemas/acl-manifests.json	1	{"__app-acl__":{"default_permission":null,"permissions":{"allow-get-system-printers":{"identifier":"allow-get-system-pri	CODE

Deep Nesting6 hits · 6 pts

Severity	File	Line	Context
LOW	scratch/inspect_translated_parts.py	10	CODE
LOW	scratch/translate.py	44	CODE
LOW	scratch/translate.py	87	CODE
LOW	scratch/translate_all_robust.py	57	CODE
LOW	scratch/polish_translations.py	3	CODE
LOW	scratch/translate_all.py	45	CODE

Unused Imports5 hits · 5 pts

Severity	File	Line	Context
LOW	scratch/translate_script.py	5	CODE
LOW	scratch/inspect_keys.py	2	CODE
LOW	scratch/test_batch.py	2	CODE
LOW	scratch/test_batch.py	3	CODE
LOW	scratch/search_translations.py	1	CODE

Over-Commented Block7 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	public/pdfjs-annotation-viewer/web/viewer.js	3081	}	COMMENT
LOW	public/pdfjs-annotation-viewer/web/viewer.js	7001	}	COMMENT
LOW	public/pdfjs-annotation-viewer/web/viewer.js	9101	const DEFAULT_LAYER_PROPERTIES = null;	COMMENT
LOW	public/pdfjs-annotation-viewer/web/viewer.js	9941	#enableHighlightFloatingButton = false;	COMMENT
LOW	public/direct-pdf-editor/styles.css	1841	#text-editor-app #contextbar,	COMMENT
LOW	src-tauri/src/main.rs	301		COMMENT
LOW	src/lib/pdf/processors/crop.ts	121	// True destructive crop in PDF is complex (requires rewriting content streams).	COMMENT

Overly Generic Function Names2 hits · 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
LOW	public/direct-pdf-editor/editcore.js	9	var Module=moduleArg;var readyPromiseResolve,readyPromiseReject;var readyPromise=new Promise((resolve,reject)=>{readyPro	CODE

PDFCraftTool/pdfcraft

Open-Source Code Quality, Security and Technical Debt Review