3.0

Adjusted Signal

3.0

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

6.6K

Stars

TypeScript

Language

85.4K

Lines of Code

378

Files

184

Pattern Hits

2026-10-31

Scan Date

0.02

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 3.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 49 finding(s).

Hallucinated Dependency & Supply Chain Risk 11.2/100 · LOW

Are imports declared and package/API names verified? 135 finding(s).

Agent Over-Engineering Ratio 0.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 14 finding(s).

PR Review Velocity Impact 13.9/100 · LOW

Which changes need focused human review? 184 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 7HIGH 0MEDIUM 4LOW 173

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 184 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.

Fake / Example Data128 hits · 134 pts

Severity	File	Line	Snippet	Context
LOW	locales/zh-Hans/translation.json	126	"placeholder": "请输入任意文本…",	CODE
LOW	locales/zh-Hans/translation.json	631	"placeholder": "请选择一个文件或文件夹…"	CODE
LOW	locales/zh-Hans/translation.json	637	"placeholder": "插入任何命令…",	CODE
LOW	locales/zh-Hans/translation.json	654	"placeholder": "请键入任何 URI…"	CODE
LOW	locales/zh-Hans/translation.json	666	"placeholder": "点击录制按钮开始录制！",	CODE
LOW	locales/zh-Hant/translation.json	412	"placeholder": "輸入任何文字…"	CODE
LOW	locales/zh-Hant/translation.json	630	"placeholder": "選擇檔案或資料夾…"	CODE
LOW	locales/zh-Hant/translation.json	636	"placeholder": "輸入任何命令…",	CODE
LOW	locales/zh-Hant/translation.json	653	"placeholder": "輸入任何 URI…"	CODE
LOW	locales/zh-Hant/translation.json	665	"placeholder": "按下錄製按鈕即可開始錄製！",	CODE
LOW	locales/zh-Hant/translation.json	671	"placeholder": "輸入任何文字…"	CODE
LOW	locales/kab/translation.json	260	"placeholder": "Ger aḍris tebɣiḍ…",	CODE
LOW	locales/kab/translation.json	428	"placeholder": "Fren afaylu neɣ akaram…"	CODE
LOW	locales/kab/translation.json	434	"placeholder": "Ger taladna…",	CODE
LOW	locales/kab/translation.json	449	"placeholder": "Ger URI tebɣiḍ…"	CODE
LOW	locales/kab/translation.json	460	"placeholder": "Tekki ɣef tqeffalt n usekles akken ad tebduḍ asekles!",	CODE
LOW	locales/vi/translation.json	361	"placeholder": "Chèn bất kỳ văn bản nào…",	CODE
LOW	locales/vi/translation.json	558	"placeholder": "Chọn một tập tin hoặc thư mục…"	CODE
LOW	locales/vi/translation.json	564	"placeholder": "Chèn bất kỳ lệnh nào…",	CODE
LOW	locales/vi/translation.json	581	"placeholder": "Chèn bất kỳ URI nào…"	CODE
LOW	locales/vi/translation.json	593	"placeholder": "Nhấn nút ghi để bắt đầu ghi!",	CODE
LOW	locales/da/translation.json	169	"placeholder": "Indsæt en hvilken som helst tekst…",	CODE
LOW	locales/da/translation.json	243	"placeholder": "Indsæt en hvilken som helst URI…"	CODE
LOW	locales/ja/translation.json	319	"placeholder": "テキストを入力…",	CODE
LOW	locales/ja/translation.json	490	"placeholder": "ファイルまたはフォルダを選択…"	CODE
LOW	locales/ja/translation.json	496	"placeholder": "コマンドを入力…",	CODE
LOW	locales/ja/translation.json	513	"placeholder": "URIを入力…"	CODE
LOW	locales/ja/translation.json	525	"placeholder": "記録を開始するには、記録ボタンを押してください！",	CODE
LOW⚡	locales/el/translation.json	34	"placeholder": "Εισαγάγετε οποιοδήποτε κείμενο…",	CODE
LOW⚡	locales/el/translation.json	42	"placeholder": "Διάλεξε αρχείο ή φάκελο…"	CODE
LOW⚡	locales/el/translation.json	48	"placeholder": "Εισάγετε οποιαδήποτε εντολή…",	CODE
LOW⚡	locales/el/translation.json	66	"placeholder": "Πατήστε το κουμπί εγραφής για να ξεκινήσει η εγραφή!",	CODE
LOW⚡	locales/el/translation.json	76	"placeholder": "Εισάγετε οποιοδήποτε URl…"	CODE
LOW⚡	locales/el/translation.json	81	"placeholder": "Είσαγετε οποιδήποτε κείμενο…"	CODE
LOW	locales/it/translation.json	115	"placeholder": "Inserisci un testo qualsiasi…",	CODE
LOW	locales/it/translation.json	429	"placeholder": "Scegli un file o una cartella…"	CODE
LOW	locales/it/translation.json	434	"placeholder": "Inserisci un comando…",	CODE
LOW	locales/it/translation.json	451	"placeholder": "Inserisci un URI…"	CODE
LOW	locales/it/translation.json	463	"placeholder": "Premi il tasto Registra per iniziare a registrare!",	CODE
LOW	locales/cs/translation.json	126	"placeholder": "Vložte libovolný text…",	CODE
LOW	locales/cs/translation.json	582	"placeholder": "Vyberte soubor nebo složku…"	CODE
LOW	locales/cs/translation.json	588	"placeholder": "Vložte libovolný příkaz…",	CODE
LOW	locales/cs/translation.json	605	"placeholder": "Vložte libovolné URI…"	CODE
LOW	locales/cs/translation.json	617	"placeholder": "Stiskněte tlačítko záznamu pro spuštění nahrávání!",	CODE
LOW	locales/ru/translation.json	129	"placeholder": "Введите любой текст…",	CODE
LOW	locales/ru/translation.json	656	"placeholder": "Выберите файл или папку…"	CODE
LOW	locales/ru/translation.json	662	"placeholder": "Вставьте любую команду…",	CODE
LOW	locales/ru/translation.json	679	"placeholder": "Вставьте любой URI…"	CODE
LOW	locales/ru/translation.json	691	"placeholder": "Нажмите кнопку записи, чтобы начать запись!",	CODE
LOW	locales/ru/translation.json	697	"placeholder": "Любой текст…"	CODE
LOW	locales/pt/translation.json	300	"placeholder": "Insira qualquer texto…",	CODE
LOW	locales/pt/translation.json	401	"placeholder": "Escolher ficheiro ou pasta…"	CODE
LOW	locales/pt/translation.json	406	"placeholder": "Insira algum comando…",	CODE
LOW	locales/pt/translation.json	423	"placeholder": "Insira alguma URL…"	CODE
LOW	locales/pt/translation.json	435	"placeholder": "Aperte o botão de gravação para começar a gravar!",	CODE
LOW	locales/uk/translation.json	126	"placeholder": "Вставте будь-який текст…",	CODE
LOW	locales/uk/translation.json	591	"placeholder": "Виберіть файл або папку…"	CODE
LOW	locales/uk/translation.json	597	"placeholder": "Вставте будь-яку команду…",	CODE
LOW	locales/uk/translation.json	614	"placeholder": "Вставте будь-який URI…"	CODE
LOW	locales/uk/translation.json	626	"placeholder": "Натисніть кнопку запису, щоб почати запис!",	CODE
68 more matches not shown…

Hallucination Indicators7 hits · 70 pts

Severity	File	Line	Snippet	Context
CRITICAL	src/menu-renderer/menu.ts	860	this.hoveredItem.renderData.nodeDiv.classList.remove('hovered');	CODE
CRITICAL	src/menu-renderer/menu.ts	866	this.hoveredItem.renderData.nodeDiv.classList.add('hovered');	CODE
CRITICAL	src/menu-renderer/menu.ts	1069	this.clickedItem.renderData.nodeDiv.classList.remove('clicked');	CODE
CRITICAL	src/menu-renderer/menu.ts	1075	this.clickedItem.renderData.nodeDiv.classList.add('clicked');	CODE
CRITICAL	src/menu-renderer/menu.ts	1094	this.draggedItem.renderData.nodeDiv.classList.remove('dragged');	CODE
CRITICAL	src/menu-renderer/menu.ts	1100	this.draggedItem.renderData.nodeDiv.classList.add('dragged');	CODE
CRITICAL	src/menu-renderer/menu.ts	1395	this.centerItem.renderData.nodeDiv.classList.add('active');	CODE

Over-Commented Block30 hits · 30 pts

Severity	File	Line	Snippet	Context
LOW	i18next.config.ts	1	// SPDX-FileCopyrightText: Simon Schneegans <code@simonschneegans.de>	COMMENT
LOW	packaging/make-flatpak-bundle.sh	1	#!/bin/sh	COMMENT
LOW	src/types/global.d.ts	1	//////////////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	src/common/settings-schemata/menu-settings-v2.ts	1	//////////////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	src/common/ipc/index.ts	1	//////////////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	src/menu-renderer/index.scss	1	//////////////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	src/settings-renderer/index.scss	1	//////////////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	src/settings-renderer/state/general-settings.ts	1	//////////////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	src/settings-renderer/state/index.ts	1	//////////////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	src/settings-renderer/components/menu-preview/index.ts	1	//////////////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	…tings-renderer/components/menu-preview/MenuPreview.tsx	81	// by using a boolean state variable which is toggled whenever a transition is	COMMENT
LOW	…tings-renderer/components/menu-preview/MenuPreview.tsx	201	};	COMMENT
LOW	…/settings-renderer/components/menu-properties/index.ts	1	//////////////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	…tings-renderer/components/common/Scrollbox.module.scss	1	//////////////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	…ings-renderer/components/common/ThemedIcon.module.scss	1	//////////////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	src/settings-renderer/components/menu-list/index.ts	1	//////////////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	…nderer/components/dialogs/MenuThemesDialog.module.scss	1	//////////////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	src/settings-renderer/components/dialogs/index.ts	1	//////////////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	src/main/backends/macos/native/Native.hpp	1	//////////////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	src/main/backends/macos/native/Native.mm	1	//////////////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	src/main/backends/linux/x11/native/Native.hpp	1	//////////////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	src/main/backends/linux/x11/native/Native.cpp	1	//////////////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	src/main/backends/linux/wlroots/native/Native.hpp	1	//////////////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	src/main/backends/linux/wlroots/native/Native.cpp	1	//////////////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	src/main/backends/windows/native/stb_image_write.h	161	#ifdef STB_IMAGE_WRITE_STATIC	COMMENT
LOW	src/main/backends/windows/native/stb_image_write.h	201		COMMENT
LOW	src/main/backends/windows/native/stb_image_write.h	221		COMMENT
LOW	src/main/backends/windows/native/stb_image_write.h	881		COMMENT
LOW	src/main/backends/windows/native/Native.hpp	1	//////////////////////////////////////////////////////////////////////////////////////////	COMMENT
LOW	src/main/backends/windows/native/Native.cpp	1	//////////////////////////////////////////////////////////////////////////////////////////	COMMENT

Hyper-Verbose Identifiers14 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW	src/common/math/index.ts	108	export function getClosestEquivalentAngle(angle: number, to: number): number {	CODE
LOW	src/common/math/index.ts	121	export function getEquivalentAngleSmallerThan(angle: number, than: number): number {	CODE
LOW	src/common/math/index.ts	133	export function getEquivalentAngleLargerThan(angle: number, than: number): number {	CODE
LOW	src/common/math/index.ts	169	export function normalizeConsequtiveAngles(start: number, center: number, end: number) {	CODE
LOW	src/settings-renderer/components/menu-preview/utils.ts	179	export function getBoundingClientRectAsync(	CODE
LOW	…menu-properties/actions/SimulateHotkeyActionConfig.tsx	26	export function SimulateHotkeyActionConfig(props: Props) {	CODE
LOW	…menu-properties/actions/ExecuteCommandActionConfig.tsx	39	export function ExecuteCommandActionConfig(props: Props) {	CODE
LOW	…roperties/actions/SendWebSocketMessageActionConfig.tsx	29	export function SendWebSocketMessageActionConfig(props: Props) {	CODE
LOW	…menu-properties/actions/SendTCPMessageActionConfig.tsx	29	export function SendTCPMessageActionConfig(props: Props) {	CODE
LOW	src/main/settings/general-settings.ts	58	export function tryLoadGeneralSettingsFile(path: string): GeneralSettings {	CODE
LOW	src/main/settings/index.ts	79	export function assignCustomConfigDirectory(portableConfigFolder: string) {	CODE
LOW	src/main/settings/index.ts	100	export function resetConfigDirectoryForTesting() {	CODE
LOW	src/main/settings/settings-window-state.ts	45	export function fitWindowBoundsToWorkArea(	CODE
LOW	src/main/utils/shell.ts	21	export function supportsIsolatedProcesses(): boolean {	CODE

Self-Referential Comments4 hits · 11 pts

Severity	File	Line	Snippet	Context
MEDIUM	packaging/make-flatpak-bundle.sh	80	# Create the flatpak build.	COMMENT
MEDIUM	packaging/make-app-image.sh	60	# Create the AppRun file.	COMMENT
MEDIUM	.github/osx_certificates.sh	17	# Create a keychain.	COMMENT
MEDIUM	src/main/backends/linux/portals/desktop-portal.ts	19	const FALLBACK_DESKTOP_CONTENT = `# This file is automatically generated by Kando when no desktop file for the app ID is	CODE

Verbosity Indicators1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	src/settings-renderer/components/menu-list/MenuList.tsx	211	// drop index to the index of the hovered menu. We need to check if	COMMENT

kando-menu/kando

Open-Source Code Quality, Security and Technical Debt Review