0.9

Adjusted Signal

0.9

Raw Pattern Score

100%

Time Factor

2026-11-01

Last Push

3.3K

Stars

TypeScript

Language

197.6K

Lines of Code

1.2K

Files

165

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 2.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 83 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.8/100 · LOW

Are imports declared and package/API names verified? 73 finding(s).

Agent Over-Engineering Ratio 1.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 53 finding(s).

PR Review Velocity Impact 4.6/100 · LOW

Which changes need focused human review? 165 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 1MEDIUM 8LOW 156

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 165 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.

Fake / Example Data73 hits · 73 pts

Severity	File	Line	Snippet	Context
LOW	loc/id_id.json	62	"placeholder": "Faktur atau alamat",	CODE
LOW	loc/hy.json	62	"placeholder": "Հաշիվ-ֆակտուրա կամ հասցե",	CODE
LOW	loc/tr_tr.json	62	"placeholder": "Fatura veya adres",	CODE
LOW	loc/ua.json	62	"placeholder": "Рахунок або адреса",	CODE
LOW	loc/hu_hu.json	62	"placeholder": "Számla",	CODE
LOW	loc/es_419.json	60	"placeholder": "Factura o dirección",	CODE
LOW	loc/pt_pt.json	62	"placeholder": "Fatura ou endereço",	CODE
LOW	loc/sv_se.json	62	"placeholder": "Faktura eller adress",	CODE
LOW	loc/bn.json	62	"placeholder": "ইনভয়েস বা ঠিকানা",	CODE
LOW	loc/fo.json	62	"placeholder": "Gjaldsumbøn ella adressa",	CODE
LOW	loc/ko_KR.json	62	"placeholder": "인보이스 또는 주소",	CODE
LOW	loc/ms.json	62	"placeholder": "Invois atau alamat",	CODE
LOW	loc/zh_cn.json	60	"placeholder": "发票或地址",	CODE
LOW	loc/bg_bg.json	62	"placeholder": "Фактура или адрес",	CODE
LOW	loc/ru.json	62	"placeholder": "Инвойс или адрес",	CODE
LOW	loc/pl.json	60	"placeholder": "Faktura lub adres",	CODE
LOW	loc/et_EE.json	62	"placeholder": "Arve või aadress",	CODE
LOW	loc/th_th.json	62	"placeholder": "ใบแจ้งหนี้หรือแอดเดรส",	CODE
LOW	loc/zar_afr.json	62	"placeholder": "Faktuur of adres",	CODE
LOW	loc/kk@Cyrl.json	62	"placeholder": "Шот немесе мекенжай",	CODE
LOW	loc/ur.json	62	"placeholder": "انوائس یا پتہ",	CODE
LOW	loc/az.json	62	"placeholder": "Faktura və ya ünvan",	CODE
LOW	loc/en.json	60	"placeholder": "Invoice or address",	CODE
LOW	loc/ka.json	62	"placeholder": "ინვოისი ან მისამართი",	CODE
LOW	loc/pa.json	62	"placeholder": "ਇਨਵੌਇਸ ਜਾਂ ਪਤਾ",	CODE
LOW	loc/st_ZA.json	62	"placeholder": "Invoisi kapa aterese",	CODE
LOW	loc/km.json	62	"placeholder": "វិក្កយបត្រ ឬអាសយដ្ឋាន",	CODE
LOW	loc/sr_RS.json	62	"placeholder": "Faktura ili adresa",	CODE
LOW	loc/it.json	62	"placeholder": "Fattura o indirizzo",	CODE
LOW	loc/fi_fi.json	62	"placeholder": "Lasku",	CODE
LOW	loc/kn.json	62	"placeholder": "ಸರಕುಪಟ್ಟಿ ಅಥವಾ ವಿಳಾಸ",	CODE
LOW	loc/pcm.json	62	"placeholder": "Invoice or address abeg",	CODE
LOW	loc/cy.json	62	"placeholder": "Anfoneb neu gyfeiriad",	CODE
LOW	loc/gug_PY.json	62	"placeholder": "Factura térã renda",	CODE
LOW	loc/ne.json	62	"placeholder": "इनभ्वाइस वा ठेगाना",	CODE
LOW	loc/vi_vn.json	62	"placeholder": "Hóa đơn hoặc địa chỉ",	CODE
LOW	loc/am.json	62	"placeholder": "ደረሰኝ ወይም አድራሻ",	CODE
LOW	loc/zar_xho.json	62	"placeholder": "Invoyisi okanye idilesi",	CODE
LOW	loc/sq_AL.json	62	"placeholder": "Fatura ose adresa",	CODE
LOW	loc/el.json	62	"placeholder": "Τιμολόγιο ή διεύθυνση",	CODE
LOW	loc/ro.json	62	"placeholder": "Factură sau adresă",	CODE
LOW	loc/ff.json	62	"placeholder": "Faktiir maa adreesi",	CODE
LOW	loc/hi.json	62	"placeholder": "इनवॉइस या पता",	CODE
LOW	loc/ca.json	62	"placeholder": "Factura o adreça",	CODE
LOW	loc/sl_SI.json	62	"placeholder": "Račun ali naslov",	CODE
LOW	loc/si_LK.json	62	"placeholder": "ඉන්වොයිසිය හෝ ලිපිනය",	CODE
LOW	loc/nl_nl.json	62	"placeholder": "Factuur of adres",	CODE
LOW	loc/eu.json	62	"placeholder": "Faktura edo helbidea",	CODE
LOW	loc/fil_PH.json	62	"placeholder": "Invoice o address",	CODE
LOW	loc/he.json	62	"placeholder": "חשבונית או כתובת",	CODE
LOW	loc/nb_no.json	62	"placeholder": "Faktura eller adresse",	CODE
LOW	loc/fa.json	62	"placeholder": "صورت‌حساب یا آدرس",	CODE
LOW	loc/da_dk.json	62	"placeholder": "Faktura eller adresse",	CODE
LOW	loc/hak.json	62	"placeholder": "發票抑係地址",	CODE
LOW	loc/bqi.json	62	"placeholder": "سۊرت هساو یا آدرس",	CODE
LOW	loc/de_de.json	62	"placeholder": "Rechnung oder Adresse",	CODE
LOW	loc/pt_br.json	62	"placeholder": "Fatura ou endereço",	CODE
LOW	loc/zh_tw.json	62	"placeholder": "發票或地址",	CODE
LOW	loc/lv.json	62	"placeholder": "Rēķins vai adrese",	CODE
LOW	loc/fr_fr.json	62	"placeholder": "Facture ou adresse",	CODE
13 more matches not shown…

Hyper-Verbose Identifiers44 hits · 46 pts

Severity	File	Line	Snippet	Context
LOW	loc/index.ts	505	export function formatBalanceWithoutSuffix(balance = 0, toUnit: string, withFormatting = false): string \| number {	CODE
LOW	loc/index.ts	551	export function formatStringAddTwoWhiteSpaces(text: string): string {	CODE
LOW	tests/e2e/helperz.js	203	export async function extractTextFromElementById(id) {	CODE
LOW	tests/e2e/helperz.js	273	export async function tapAndTapAgainIfElementIsNotVisible(idToTap, idToCheckVisible) {	CODE
LOW	tests/e2e/helperz.js	299	export async function tapAndTapAgainIfTextIsNotVisible(textToTap, textToCheckVisible) {	CODE
LOW	tests/e2e/helperz.js	494	export async function restoreSynchronizationIfAnimatedQrClosed(timeoutMs = 2_000) {	CODE
LOW	tests/helpers/arkadeMocks.ts	64	export function clearArkadeMockCallHistory(): void {	CODE
LOW	tests/helpers/sdkProviderMocks.ts	116	export function restoreSdkBackgroundLoopStubs(): void {	CODE
LOW	tests/helpers/sdkProviderMocks.ts	127	export function installSdkBackgroundLoopStubs(): void {	CODE
LOW	navigation/goFromCoinControlToSendDetails.ts	13	export function goFromCoinControlToSendDetails(	CODE
LOW	components/Context/recentMenuItems.ts	98	export function removeRecentMenuItemsForWallets(walletIDs: ReadonlySet<string>): void {	CODE
LOW	components/Context/recentMenuItems.ts	113	export function setAvailableRecentWalletIDs(walletIDs: ReadonlySet<string>): void {	CODE
LOW	components/Context/recentMenuItems.ts	119	export async function setRecentMenuItemsEnabled(value: boolean): Promise<void> {	CODE
LOW	components/Context/recentMenuItems.ts	142	export function subscribeToRecentMenuItems(listener: () => void): () => void {	CODE
LOW	hooks/useMenuActions.native.ts	93	export function setNativeMenuWalletsInitialized(initialized: boolean): void {	CODE
LOW	hooks/useClipboardDetection.ts	29	function pushClipboardDetectedSheet(params: { payload: string; kind: ClipboardPaymentKind; contentHash: string }): boole	CODE
LOW	hooks/useMenuActions.ts	6	export function setNativeMenuWalletsInitialized(_initialized: boolean): void {}	CODE
LOW	screen/transactions/TransactionStatus.tsx	57	async function populateVinValuesFromPrevTxs(fetchedTx: ElectrumTransaction): Promise<void> {	CODE
LOW	reproducible-builds/apkdiff/tests/test_utils.py	11	def test_identical_objects_return_empty_dict(self):	CODE
LOW	reproducible-builds/apkdiff/tests/test_utils.py	17	def test_primitive_value_and_type_mismatches(self):	CODE
LOW	reproducible-builds/apkdiff/tests/test_utils.py	30	def test_sequences_lists_and_tuples(self):	CODE
LOW	reproducible-builds/apkdiff/tests/test_utils.py	80	def test_exclude_attributes_and_callables(self):	CODE
LOW⚡	reproducible-builds/apkdiff/tests/test_utils.py	105	def test_show_diffs_flat_dictionary(self):	CODE
LOW⚡	reproducible-builds/apkdiff/tests/test_utils.py	115	def test_show_diffs_with_list_data(self):	CODE
LOW⚡	reproducible-builds/apkdiff/tests/test_utils.py	123	def test_show_diffs_nested_dictionary_indentation(self):	CODE
LOW⚡	reproducible-builds/apkdiff/tests/test_utils.py	130	def test_show_diffs_empty_dict(self):	CODE
LOW⚡	reproducible-builds/apkdiff/tests/test_utils.py	136	def test_integration_deep_compare_and_show_diffs():	CODE
LOW	blue_modules/arkade-notifications.ts	39	export function ensureArkNotificationChannel(): void {	CODE
LOW	blue_modules/arkade-notifications.ts	82	async function isOsNotificationPermissionGranted(): Promise<boolean> {	CODE
LOW	blue_modules/arkade-background.ts	310	export function onArkBackgroundTaskTimeout(taskId: string): void {	CODE
LOW	blue_modules/arkade-background.ts	324	export async function registerArkBackgroundTask(): Promise<void> {	CODE
LOW	blue_modules/arkade-background.ts	377	export function reconcileArkBackgroundTaskResults(triggerRefreshForWallet: (walletId: string) => void): void {	CODE
LOW	blue_modules/currency.ts	290	async function restoreSavedPreferredFiatCurrencyAndExchangeFromStorage(): Promise<void> {	CODE
LOW	blue_modules/clipboardPayment.ts	119	export function isClipboardPaymentFromOwnWallet(payload: string, wallets: ClipboardOwnershipWallet[]): boolean {	CODE
LOW	blue_modules/clipboardPayment.ts	137	export function evaluateClipboardOnForeground(	CODE
LOW	blue_modules/clipboardPayment.ts	175	export function clipboardActionOnAppStateChange({	CODE
LOW	blue_modules/bip39WordSuggestions.ts	79	function hasCharacterOutsideLatinExtendedB(text: string): boolean {	CODE
LOW	blue_modules/bip39WordSuggestions.ts	146	export function getImportWalletSuggestions(text: string, cursor: number): string[] {	CODE
LOW	blue_modules/BlueElectrum.ts	342	function scheduleReconnectFromClient(client: typeof ElectrumClient, usingPeer: Peer, reason: string): void {	CODE
LOW	blue_modules/BlueElectrum.ts	588	export async function presentResetToDefaultsAlert(): Promise<boolean> {	CODE
LOW	blue_modules/BlueElectrum.ts	703	export async function presentElectrumDisconnectedHelpAlert(): Promise<void> {	CODE
LOW	blue_modules/BlueElectrum.ts	822	export function txhexToElectrumTransaction(txhex: string): ElectrumTransactionWithHex {	CODE
LOW	blue_modules/payjoin-client/utils.ts	33	export function getInputsScriptPubKeyType(psbt: Psbt): ScriptPubKeyType {	CODE
LOW	blue_modules/arkade-adapters/realm/realmInstance.ts	38	async function loadOrCreateEncryptionKey(namespace: string): Promise<Uint8Array> {	CODE

Over-Commented Block32 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	tests/setup.js	261	//	COMMENT
LOW	tests/unit/lightning-ark-derivation.test.ts	21	// ASP `unilateralExitDelay`.	COMMENT
LOW	tests/unit/lightning-ark-derivation.test.ts	101	it('locks the namespace value so a derivation tweak cannot silently re-key Realm', () => {	COMMENT
LOW	tests/unit/lightning-ark-derivation.test.ts	121	//	COMMENT
LOW	tests/helpers/sdkProviderMocks.ts	81		COMMENT
LOW	ios/BlueWallet-Bridging-Header.h	1	//	COMMENT
LOW	components/TooltipMenu.tsx	41	);	COMMENT
LOW	screen/lnd/lndViewInvoice.tsx	41	const [invoiceStatusChanged, setInvoiceStatusChanged] = useState<boolean>(false);	COMMENT
LOW	scripts/find-english-leftovers.js	1	// Lints loc/*.json for keys whose translated value still equals the English source.	COMMENT
LOW	scripts/clean-loc-strings.js	1	// Removes useless entries (and resulting empty sections) from every locale	COMMENT
LOW	class/wallet-import.ts	121		COMMENT
LOW	class/wallets/lightning-ark-wallet.ts	81	public readonly typeReadable = LightningArkWallet.typeReadable;	COMMENT
LOW	class/wallets/lightning-ark-wallet.ts	561	} else {	COMMENT
LOW	class/wallets/lightning-ark-wallet.ts	661	// settles its boarding UTXO into a VTXO — the same moment its history row	COMMENT
LOW	blue_modules/arkade-notifications.ts	1	// Local-notification posting for actionable Ark swaps. Imported from headless	COMMENT
LOW	blue_modules/arkade-background.ts	1	// Background task module for Ark swap monitoring.	COMMENT
LOW	blue_modules/transactionDisplayState.ts	1	import type { LightningTransaction, Transaction } from '../class/wallets/types';	COMMENT
LOW	blue_modules/pako/lib/zlib/constants.js	1	'use strict';	COMMENT
LOW	blue_modules/pako/lib/zlib/inflate.js	1	'use strict';	COMMENT
LOW	blue_modules/pako/lib/zlib/inflate.js	1321	break;	COMMENT
LOW	blue_modules/pako/lib/zlib/deflate.js	1	'use strict';	COMMENT
LOW	blue_modules/pako/lib/zlib/deflate.js	441	* time through here. WIN_INIT is set to MAX_MATCH since the longest match	COMMENT
LOW	blue_modules/pako/lib/zlib/deflate.js	461	// * to end of window, whichever is less.	COMMENT
LOW	blue_modules/pako/lib/zlib/crc32.js	1	'use strict';	COMMENT
LOW	blue_modules/pako/lib/zlib/zstream.js	1	'use strict';	COMMENT
LOW	blue_modules/pako/lib/zlib/inffast.js	1	'use strict';	COMMENT
LOW	blue_modules/pako/lib/zlib/inffast.js	201	}	COMMENT
LOW	blue_modules/pako/lib/zlib/adler32.js	1	'use strict';	COMMENT
LOW	blue_modules/pako/lib/zlib/inftrees.js	1	'use strict';	COMMENT
LOW	blue_modules/pako/lib/zlib/trees.js	1	'use strict';	COMMENT
LOW	blue_modules/pako/lib/zlib/gzheader.js	1	'use strict';	COMMENT
LOW	blue_modules/pako/lib/zlib/messages.js	1	'use strict';	COMMENT

Excessive Try-Catch Wrapping8 hits · 14 pts

Severity	File	Line	Snippet	Context
MEDIUM	ios/Shared/MarketAPI+Electrum.swift	56	print("Error during fetchNextBlockFee: \(error.localizedDescription)")	CODE
MEDIUM	ios/Shared/MarketAPI+Electrum.swift	71	print("Error fetching price: \(error.localizedDescription)")	CODE
MEDIUM	ios/Shared/MarketAPI+Electrum.swift	79	print("Error fetching next block fee: \(error.localizedDescription)")	CODE
MEDIUM	…AndMarketWidget/WalletInformationAndMarketWidget.swift	79	print("Error fetching market data: \(error.localizedDescription). Retry \(attempt)/\(retries)")	CODE
MEDIUM	ios/BlueWallet/AppDelegate.swift	265	print("Error clearing directory: \(error.localizedDescription)")	CODE
LOW	reproducible-builds/apkdiff/util.py	185	except Exception as err:	CODE
LOW	reproducible-builds/apkdiff/util.py	187	except Exception as err:	CODE
MEDIUM	reproducible-builds/apkdiff/util.py	58	def safe_sort(iterable):	CODE

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	scripts/release-notes.sh	16	# Define a function to apply the filter based on the parameter	COMMENT
MEDIUM	scripts/remove-loc-key.sh	13	# Define the potential directories containing JSON files	COMMENT

Empty Error Handlers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	reproducible-builds/apkdiff/util.py	151	except (ValueError, IndexError):	CODE

Redundant / Tautological Comments2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	scripts/remove-loc-key.sh	3	# Check if a nested key path is provided	COMMENT
LOW	reproducible-builds/apkdiff/apkdiff.py	304	# Check if package exists in both files	COMMENT

Deep Nesting2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	reproducible-builds/apkdiff/util.py	1		CODE
LOW	reproducible-builds/apkdiff/util.py	25		CODE

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	reproducible-builds/apkdiff/tests/test_apkdiff.py	1	# TODO: add tests to avoid regressions in apkdiff.py after	COMMENT

BlueWallet/BlueWallet

Open-Source Code Quality, Security and Technical Debt Review