1.3

Adjusted Signal

1.3

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

63.4K

Stars

TypeScript

Language

282.9K

Lines of Code

1.7K

Files

289

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 2.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 156 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.9/100 · LOW

Are imports declared and package/API names verified? 121 finding(s).

Agent Over-Engineering Ratio 1.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 56 finding(s).

PR Review Velocity Impact 6.1/100 · LOW

Which changes need focused human review? 289 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 4HIGH 0MEDIUM 15LOW 270

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 289 distinct pattern matches across 11 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 Data117 hits · 125 pts

Severity	File	Line	Snippet	Context
LOW⚡	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	227	> Lorem ipsum dolor sit amet, consectetur adipiscing elit. Integer posuere erat a ante	CODE
LOW⚡	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	227	> Lorem ipsum dolor sit amet, consectetur adipiscing elit. Integer posuere erat a ante	CODE
LOW⚡	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	232	> Lorem ipsum dolor sit amet, consectetur adipiscing elit. Integer posuere erat a ante.	CODE
LOW⚡	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	232	> Lorem ipsum dolor sit amet, consectetur adipiscing elit. Integer posuere erat a ante.	CODE
LOW⚡	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	510	- [ ] Lorem ipsum dolor sit amet	CODE
LOW⚡	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	510	- [ ] Lorem ipsum dolor sit amet	CODE
LOW⚡	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	517	- [ ] Lorem ipsum dolor sit amet	CODE
LOW⚡	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	517	- [ ] Lorem ipsum dolor sit amet	CODE
LOW	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	81	Lorem ipsum dolor sit amet, graecis denique ei vel, at duo primis mandamus. Et legere ocurreret pri, animal tacimates co	CODE
LOW	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	81	Lorem ipsum dolor sit amet, graecis denique ei vel, at duo primis mandamus. Et legere ocurreret pri, animal tacimates co	CODE
LOW	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	277	- Lorem ipsum dolor sit amet	CODE
LOW	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	277	- Lorem ipsum dolor sit amet	CODE
LOW	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	293	- Lorem ipsum dolor sit amet	CODE
LOW	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	293	- Lorem ipsum dolor sit amet	CODE
LOW	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	311	1. Lorem ipsum dolor sit amet	CODE
LOW	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	311	1. Lorem ipsum dolor sit amet	CODE
LOW	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	323	1. Lorem ipsum dolor sit amet	CODE
LOW	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	323	1. Lorem ipsum dolor sit amet	CODE
LOW	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	339	1. Lorem ipsum dolor sit amet	CODE
LOW	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	339	1. Lorem ipsum dolor sit amet	CODE
LOW	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	351	1. Lorem ipsum dolor sit amet	CODE
LOW	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	351	1. Lorem ipsum dolor sit amet	CODE
LOW	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	846	Lorem ipsum dolor sit amet, graecis denique ei vel, at duo primis mandamus.	CODE
LOW	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	846	Lorem ipsum dolor sit amet, graecis denique ei vel, at duo primis mandamus.	CODE
LOW	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	859	Lorem ipsum dolor sit amet, graecis denique ei vel, at duo primis mandamus.	CODE
LOW	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	859	Lorem ipsum dolor sit amet, graecis denique ei vel, at duo primis mandamus.	CODE
LOW	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	875	Lorem ipsum dolor sit amet, graecis denique ei vel, at duo primis mandamus.	CODE
LOW	…kages/website/content/docs/end-user/MARKDOWN_SYNTAX.md	875	Lorem ipsum dolor sit amet, graecis denique ei vel, at duo primis mandamus.	CODE
LOW	packages/website/public/docs-index.json	175	"body": "Markdown Syntax This guide introduces Markdown syntax supported by MarkText and the optional extensions con	CODE
LOW	packages/website/public/docs-index.json	175	"body": "Markdown Syntax This guide introduces Markdown syntax supported by MarkText and the optional extensions con	CODE
LOW⚡	packages/desktop/test/unit/data/common/Blockquotes.md	7	> Lorem Ipsum is simply dummy text of the printing and typesetting industry.	CODE
LOW⚡	packages/desktop/test/unit/data/common/Blockquotes.md	8	> Lorem Ipsum has been the industry's standard dummy text ever since the 1500s, when an unknown printer took a galley of	CODE
LOW⚡	packages/desktop/test/unit/data/common/Blockquotes.md	15	> 1. Lorem Ipsum is simply dummy text 1	CODE
LOW⚡	packages/desktop/test/unit/data/common/Blockquotes.md	16	> 2. Lorem Ipsum is simply dummy text 2	CODE
LOW⚡	packages/desktop/test/unit/data/common/Blockquotes.md	17	> 3. Lorem Ipsum is simply dummy text 3	CODE
LOW	packages/desktop/test/e2e/quick-open-recent.spec.ts	25	await expect(quickInput).toHaveAttribute('placeholder', 'Search file to open')	CODE
LOW	packages/desktop/test/e2e/quick-open-recent.spec.ts	35	await expect(recentInput).toHaveAttribute('placeholder', 'Search recent files and folders')	CODE
LOW	packages/desktop/test/e2e/quick-open-recent.spec.ts	48	await expect(reopenedInput).toHaveAttribute('placeholder', 'Search recent files and folders')	CODE
LOW	packages/desktop/test/e2e/source-toc-scroll.spec.ts	15	for (let p = 0; p < 6; p++) parts.push(`Filler paragraph ${p} under heading ${i}. Lorem ipsum dolor.`)	CODE
LOW	packages/desktop/test/e2e/toc-scroll.spec.ts	22	parts.push(`Filler paragraph ${p} under heading ${i}. Lorem ipsum dolor sit amet, consectetur adipiscing elit.`)	CODE
LOW	packages/desktop/test/e2e/toc-scroll.spec.ts	22	parts.push(`Filler paragraph ${p} under heading ${i}. Lorem ipsum dolor sit amet, consectetur adipiscing elit.`)	CODE
LOW	packages/desktop/test/e2e/i18n-shell.spec.ts	91	return input ? input.getAttribute('placeholder') : null	CODE
LOW	packages/desktop/test/e2e/multi-folder-sidebar.spec.ts	75	await expect(quickInput).toHaveAttribute('placeholder', 'Search file to open')	CODE
LOW	packages/desktop/static/locales/tr.json	316	"placeholder": "Çalıştırmak için bir komut yazın",	CODE
LOW	packages/desktop/static/locales/tr.json	419	"placeholder": "Tercihlerde ara..."	CODE
LOW	packages/desktop/static/locales/tr.json	742	"placeholder": "Tuş birleşimine basın",	CODE
LOW	packages/desktop/static/locales/nl.json	316	"placeholder": "Typ een opdracht om uit te voeren",	CODE
LOW	packages/desktop/static/locales/nl.json	419	"placeholder": "Voorkeuren zoeken..."	CODE
LOW	packages/desktop/static/locales/nl.json	742	"placeholder": "Druk op de toetsencombinatie",	CODE
LOW	packages/desktop/static/locales/ja.json	316	"placeholder": "実行するコマンドの入力",	CODE
LOW	packages/desktop/static/locales/ja.json	419	"placeholder": "設定の検索..."	CODE
LOW	packages/desktop/static/locales/ja.json	742	"placeholder": "キーの組み合わせを押す",	CODE
LOW	packages/desktop/static/locales/de.json	316	"placeholder": "Befehl zum Ausführen eingeben",	CODE
LOW	packages/desktop/static/locales/de.json	419	"placeholder": "In Einstellungen suchen..."	CODE
LOW	packages/desktop/static/locales/de.json	742	"placeholder": "Tastenkombination drücken",	CODE
LOW	packages/desktop/static/locales/ru.json	316	"placeholder": "Введите команду",	CODE
LOW	packages/desktop/static/locales/ru.json	419	"placeholder": "Поиск настроек..."	CODE
LOW	packages/desktop/static/locales/ru.json	742	"placeholder": "Нажмите сочетание клавиш",	CODE
LOW	packages/desktop/static/locales/zh-CN.json	316	"placeholder": "输入要执行的命令",	CODE
LOW	packages/desktop/static/locales/zh-CN.json	419	"placeholder": "搜索偏好设置…"	CODE
57 more matches not shown…

Over-Commented Block106 hits · 106 pts

Severity	File	Line	Snippet	Context
LOW	scripts/postinstall.ts	161		COMMENT
LOW	packages/desktop/test/unit/specs/search-prefill.spec.ts	1	import { describe, it, expect, vi } from 'vitest'	COMMENT
LOW	…it/specs/edit-menu-native-clipboard-roles-5582.spec.ts	1	import { describe, expect, it, vi } from 'vitest'	COMMENT
LOW	…ges/desktop/test/e2e/source-mode-reload-images.spec.ts	1	import { expect, test } from '@playwright/test'	COMMENT
LOW	…desktop/test/e2e/issue-5076-adjacent-footnotes.spec.ts	1	import { expect, test } from '@playwright/test'	COMMENT
LOW	packages/desktop/test/e2e/code-block-typing.spec.ts	1	import { expect, test } from '@playwright/test'	COMMENT
LOW	packages/desktop/test/e2e/code-block-typing.spec.ts	21	// How the live keyboard flow actually applies the language (verified against	COMMENT
LOW	packages/desktop/test/e2e/issue-4356.spec.ts	1	// Regression guard for issue #4356: TypeError: Cannot read properties of	COMMENT
LOW	…es/desktop/test/e2e/issue-2423-sequence-arrows.spec.ts	1	import { expect, test } from '@playwright/test'	COMMENT
LOW	packages/desktop/test/e2e/list-indent.spec.ts	1	import { expect, test } from '@playwright/test'	COMMENT
LOW	packages/desktop/test/e2e/parity-pg1-menu-state.spec.ts	1	import { expect, test } from '@playwright/test'	COMMENT
LOW	packages/desktop/test/e2e/code-block-wrap.spec.ts	1	import { expect, test } from '@playwright/test'	COMMENT
LOW	packages/desktop/test/e2e/export-pdf.spec.ts	1	import { expect, test } from '@playwright/test'	COMMENT
LOW	packages/desktop/test/e2e/toc-panel-content.spec.ts	1	import { expect, test } from '@playwright/test'	COMMENT
LOW	…ages/desktop/test/e2e/parity-source-undo-saved.spec.ts	201	.join('\n')	COMMENT
LOW	packages/desktop/test/e2e/image-relative-path.spec.ts	1	import { expect, test } from '@playwright/test'	COMMENT
LOW	…kages/desktop/test/e2e/toc-collapse-state-3028.spec.ts	1	import { expect, test } from '@playwright/test'	COMMENT
LOW	packages/desktop/test/e2e/external-reload-undo.spec.ts	81	// plausible scroll element on `isSameTabReload`, runs `editor.setValue`, then	COMMENT
LOW	packages/desktop/test/e2e/parity-cursor-lang.spec.ts	141	// Coverage backfill (checklist item 270). Typing `#`/`##` to create an ATX	COMMENT
LOW	packages/desktop/test/e2e/tabs.spec.ts	241		COMMENT
LOW	packages/desktop/test/e2e/crash-range-offset.spec.ts	1	// Regression guard for "Failed to execute 'setStart' on 'Range': There is no	COMMENT
LOW	packages/desktop/test/e2e/all-blocks-roundtrip.spec.ts	21	// (editor-input.spec.ts, parity-source-undo-saved.spec.ts), and per-fixture	COMMENT
LOW	packages/desktop/test/e2e/issue-4374.spec.ts	1	// Regression guard for issue #4374:	COMMENT
LOW	…ckages/desktop/test/e2e/crash-update-paragraph.spec.ts	1	// Regression guard for	COMMENT
LOW	packages/desktop/test/e2e/copy-anchor-link.spec.ts	1	import { expect, test } from '@playwright/test'	COMMENT
LOW	packages/desktop/test/e2e/copy-anchor-link.spec.ts	21	// 2. Activation emits the engine event `heading-copy-link` with	COMMENT
LOW	packages/desktop/test/e2e/image-edit-tool.spec.ts	21	// exists in the desktop renderer (editor.vue) is the menu/IPC chain:	COMMENT
LOW	…ges/desktop/src/renderer/src/codeMirror/overlayMode.ts	1	// CodeMirror, copyright (c) by Marijn Haverbeke and others	COMMENT
LOW	…esktop/src/renderer/src/codeMirror/markdownMathMode.ts	1	// CodeMirror "markdown-math" — GFM Markdown with math spans delegated to stex,	COMMENT
LOW	packages/desktop/src/renderer/src/util/tocNavigation.ts	1	// Maps a sidebar TOC entry (its slug) onto the matching heading element in the	COMMENT
LOW	…/src/renderer/src/components/editorWithTabs/editor.vue	721	editor.value.hideAllFloatTools()	COMMENT
LOW	…/src/renderer/src/components/editorWithTabs/editor.vue	1461	// source-mode change in one step, matching legacy muyajs' full-state	COMMENT
LOW	packages/desktop/src/renderer/src/node/fileSearcher.ts	1	// File-mode searcher; kept as a separate file for backward compatibility with	COMMENT
LOW	packages/desktop/src/main/filesystem/index.ts	121	// power-loss window that otherwise leaves a full-length, zero-filled file	COMMENT
LOW	packages/muya/vitest.spec.config.ts	1	// Dedicated vitest config for the CommonMark / GFM spec conformance suites.	COMMENT
LOW	packages/muya/vite.config.ts	21	},	COMMENT
LOW	packages/muya/test/spec/roundTrip.spec.ts	1	// @vitest-environment happy-dom	COMMENT
LOW	packages/muya/test/spec/runner.ts	1	// Shared CommonMark / GFM spec runner.	COMMENT
LOW	packages/muya/e2e/playwright.config.ts	21	use: {	COMMENT
LOW	packages/muya/e2e/playwright.config.ts	41	// Chromium selects the full paragraph, Firefox and WebKit select	COMMENT
LOW	…muya/e2e/tests/ui/code-block-language-selector.spec.ts	1	import type { Page } from '@playwright/test';	COMMENT
LOW	…ts/ui/code-block-language-selector-orphan-4654.spec.ts	1	import type { Page } from '@playwright/test';	COMMENT
LOW	…ckages/muya/e2e/tests/typing/math-and-diagrams.spec.ts	61		COMMENT
LOW	…ckages/muya/e2e/tests/typing/soft-break-height.spec.ts	1	import type { Page } from '@playwright/test';	COMMENT
LOW	…uya/src/ui/footnoteTool/__tests__/footnoteTool.spec.ts	1	// @vitest-environment happy-dom	COMMENT
LOW	…ya/src/ui/inlineFormatToolbar/__tests__/config.spec.ts	1	import { describe, expect, it } from 'vitest';	COMMENT
LOW	…ages/muya/src/ui/linkTools/__tests__/linkTools.spec.ts	1	// @vitest-environment happy-dom	COMMENT
LOW	…codeBlockLanguageSelector/__tests__/selectItem.spec.ts	1	// @vitest-environment happy-dom	COMMENT
LOW	…hQuickInsertMenu/__tests__/replaceBlockByLabel.spec.ts	21	state?: IFakeBlockState;	COMMENT
LOW	…c/ui/paragraphQuickInsertMenu/__tests__/search.spec.ts	1	// @vitest-environment happy-dom	COMMENT
LOW	…src/ui/paragraphQuickInsertMenu/__tests__/hint.spec.ts	1	// @vitest-environment happy-dom	COMMENT
LOW	…c/ui/tableChessboard/__tests__/tableChessboard.spec.ts	1	// @vitest-environment happy-dom	COMMENT
LOW	…i/paragraphFrontMenu/__tests__/canTurnIntoMenu.spec.ts	1	// @vitest-environment happy-dom	COMMENT
LOW	…i/paragraphFrontMenu/__tests__/canTurnIntoMenu.spec.ts	21	// submenu from inside a math/code/html/diagram block at all.	COMMENT
LOW	packages/muya/src/config/index.ts	361	// pandoc's `tex_math_single_backslash`: `$…$` inline and `\[…\]` display.	COMMENT
LOW	packages/muya/src/utils/marked/extensions/math.ts	41	// Kept in lockstep with the editor's `inline_math` rule	COMMENT
LOW	packages/muya/src/utils/marked/extensions/footnote.ts	1	import type { Lexer, MarkedExtension, Tokens } from 'marked';	COMMENT
LOW	packages/muya/src/utils/__tests__/dompurifyXss.spec.ts	1	// @vitest-environment jsdom	COMMENT
LOW	packages/muya/src/utils/__tests__/dompurifyXss.spec.ts	21	// these tests lock the contracts the renderer relies on so a future	COMMENT
LOW	packages/muya/src/utils/__tests__/diffToTextOp.spec.ts	1	// @vitest-environment node	COMMENT
46 more matches not shown…

Hyper-Verbose Identifiers44 hits · 44 pts

Severity	File	Line	Snippet	Context
LOW	…2e/tests/ui/quick-insert-table-after-undo-5355.spec.ts	82	async function expectMarkdownAfterFrames(page: Page, markdown: string): Promise<void> {	CODE
LOW	packages/muya/e2e/tests/inline/shortcuts.spec.ts	6	async function tripleClickFirstParagraph(page: import('@playwright/test').Page) {	CODE
LOW	packages/muya/e2e/tests/inline/format-color.spec.ts	6	async function selectAllOfFirstParagraph(page: Page) {	CODE
LOW	packages/muya/e2e/tests/inline/format-toolbar.spec.ts	6	async function selectAllOfFirstParagraph(page: Page) {	CODE
LOW	packages/muya/e2e/tests/typing/ime.spec.ts	51	async function expectActiveTextToContain(	CODE
LOW	…a/e2e/tests/editing/select-all-after-undo-5387.spec.ts	19	async function undoNewParagraphAfterFirstLine(page: Page, markdown: string): Promise<void> {	CODE
LOW	…e/tests/editing/cross-block-modifier-edit-5415.spec.ts	34	async function selectFromBulletIntoParagraph(page: Page): Promise<void> {	CODE
LOW	…/tests/editing/cut-into-nested-code-block-4903.spec.ts	31	async function loadAndSelectIntoNestedBlock(	CODE
LOW	packages/muya/e2e/tests/editing/clipboard.spec.ts	254	async function grantClipboardPermissions(	CODE
LOW	…sts/editing/language-input-code-selection-4903.spec.ts	39	async function selectFromLanguageInputIntoCode(	CODE
LOW	packages/muya/src/ui/paragraphQuickInsertMenu/index.ts	25	function checkCanInsertFrontMatter(muya: Muya, block: ParagraphContent) {	CODE
LOW	packages/muya/src/utils/paste.ts	190	export async function resolveClipboardImagePath(	CODE
LOW	packages/muya/src/utils/codeBlockLineNumbers.ts	83	export function repositionLineNumberSpans(	CODE
LOW	packages/muya/src/utils/marked/extensions/math.ts	104	export function singleBackslashMathExtension(options: IOptions = {}) {	CODE
LOW	packages/muya/src/utils/marked/extensions/math.ts	128	export function doubleBackslashMathExtension(options: IOptions = {}) {	CODE
LOW	…s/muya/src/utils/marked/extensions/inlineDelimiters.ts	162	export default function inlineDelimitersExtension(): MarkedExtension {	CODE
LOW	packages/muya/src/utils/marked/extensions/fancyLists.ts	63	export function endListItemsAtFancyMarkers(lexer: Lexer) {	CODE
LOW	…uya/src/utils/marked/extensions/multilineBlockquote.ts	20	export default function multilineBlockquoteExtension(enabled: boolean): MarkedExtension {	CODE
LOW	…kages/muya/src/utils/marked/extensions/githubAlerts.ts	31	export function normalizeGithubAlertTokens(tokens: Token[], lexer: Lexer): void {	CODE
LOW	packages/muya/src/utils/turndownService/index.ts	67	function hasStrongSemanticAncestor(node: Node): boolean {	CODE
LOW	packages/muya/src/utils/turndownService/index.ts	71	function hasEmphasisSemanticAncestor(node: Node): boolean {	CODE
LOW	packages/muya/src/utils/turndownService/index.ts	120	function normalizeTaskMarkerSpacing(content: string) {	CODE
LOW	packages/muya/src/utils/turndownService/index.ts	124	function containsOwnTaskListCheckbox(node: Node) {	CODE
LOW	packages/muya/src/state/stateToMarkdown.ts	35	function startsWithIndentedHeading(state: TState): boolean {	CODE
LOW	packages/muya/src/inlineRenderer/searchHighlights.ts	4	function firstHighlightEndingAfter(highlights: readonly IHighlight[], offset: number): number {	CODE
LOW	…uya/src/__tests__/headingFromMultilineText5366.spec.ts	40	function bootWithCaretInFirstBlock(markdown: string): Muya {	CODE
LOW	…story/__tests__/undoRedoCoalescedListRoundTrip.spec.ts	28	function placeCursorOnFirstContent(muya: Muya): void {	CODE
LOW	packages/muya/src/selection/affiliation.ts	161	export function buildSelectionAffiliation(	CODE
LOW	packages/muya/src/editor/dragDropImage.ts	302	export function attachDragDropImageHandlers(muya: Muya): void {	CODE
LOW	packages/muya/src/block/folding.ts	55	function getContainingFoldedHeadings(block: TreeNode): IFoldableHeading[] {	CODE
LOW	packages/muya/src/block/paragraphIndentation.ts	19	export function convertIndentedParagraphs(contents: Content[], selection: IResolvedTextSelection): void {	CODE
LOW	…ragraphContent/__tests__/unindentListKindSplit.spec.ts	82	function assertListsHoldTheirOwnItems(state: TState[]): void {	CODE
LOW	…tent/paragraphContent/__tests__/indentListKind.spec.ts	82	function assertListsHoldTheirOwnItems(state: TState[]): void {	CODE
LOW	…/muya/src/block/base/__tests__/formatImageEmit.spec.ts	59	function stubSelectionAtEmptyImage(content: Format): void {	CODE
LOW	…/muya/src/block/base/__tests__/arrowNavigation.spec.ts	326	function listWithChildlessMiddleItem(): TState[] {	CODE
LOW	…/muya/src/block/base/__tests__/arrowNavigation.spec.ts	529	function paragraphWithTrailingSoftBreak(): TState[] {	CODE
LOW	packages/muya/src/clipboard/paste.ts	98	function canPlainUrlFallbackAutoLink(	CODE
LOW	packages/muya/src/clipboard/paste.ts	117	function shouldPreserveBareUrlLinkForPaste(	CODE
LOW	packages/muya/src/clipboard/cut.ts	129	function prunePrecedingWithinBranch(branch: TreeNode, node: TreeNode): void {	CODE
LOW	packages/muya/src/clipboard/cut.ts	286	function removeEmptyTableStructure(clipboard: Clipboard): boolean {	CODE
LOW	packages/muya/src/clipboard/copyData.ts	66	function getTableSelectionClipboardData(	CODE
LOW	packages/muya/src/clipboard/copyData.ts	127	function buildPartialContainerState(	CODE
LOW	packages/muya/src/clipboard/copyData.ts	281	function collectSameOutMostBlockState(order: ICopyOrder): TState[] {	CODE
LOW	…uya/src/clipboard/__tests__/pasteHandlerParity.spec.ts	310	function makeClipboardWithTableSelection(	CODE

Decorative Section Separators12 hits · 40 pts

Severity	File	Line	Snippet	Context
MEDIUM	scripts/postinstall.ts	59	// ── 2. Download + extract Electron binary ────────────────────────────────────	COMMENT
MEDIUM⚡	scripts/postinstall.ts	154	// ── 4. Rebuild native modules for Electron ABI ──────────────────────────────	COMMENT
MEDIUM⚡	scripts/postinstall.ts	158	// ── 5. Generate minified locale files ───────────────────────────────────────	COMMENT
MEDIUM⚡	scripts/postinstall.ts	162	// ── 6. Emit @muyajs/core typings ────────────────────────────────────────────	COMMENT
MEDIUM	packages/muya/src/block/base/__tests__/autoPair.spec.ts	59	// ── marktext 358fa83d "Update auto pair quote logic" (#2960) ──────────────	COMMENT
MEDIUM	packages/muya/src/block/base/__tests__/autoPair.spec.ts	59	// ── marktext 358fa83d "Update auto pair quote logic" (#2960) ──────────────	COMMENT
MEDIUM	packages/muya/src/block/base/__tests__/autoPair.spec.ts	155	// ── marktext 701fb9ae "Append soft-lines on text removal" (#2853) ────────	COMMENT
MEDIUM	packages/muya/src/block/base/__tests__/autoPair.spec.ts	155	// ── marktext 701fb9ae "Append soft-lines on text removal" (#2853) ────────	COMMENT
MEDIUM	packages/muya/src/block/base/__tests__/autoPair.spec.ts	191	// ── marktext 67e18176 "Enter multiple lines in Chinese" (#1117) ──────────	COMMENT
MEDIUM	packages/muya/src/block/base/__tests__/autoPair.spec.ts	191	// ── marktext 67e18176 "Enter multiple lines in Chinese" (#1117) ──────────	COMMENT
MEDIUM	packages/muya/src/block/base/__tests__/autoPair.spec.ts	279	// ── marktext #3573 absorb manually typed closing markdown marker ──────────	COMMENT
MEDIUM	packages/muya/src/block/base/__tests__/autoPair.spec.ts	279	// ── marktext #3573 absorb manually typed closing markdown marker ──────────	COMMENT

Hallucination Indicators4 hits · 40 pts

Severity	File	Line	Snippet	Context
CRITICAL	packages/muya/src/ui/imageEditTool/index.ts	418	this.muya.editor.inlineRenderer.renderer.urlMap.set(uploadedSrc, localPath);	CODE
CRITICAL	…a/src/__tests__/blockCommandsDetachedCaret5355.spec.ts	44	return muya.editor.history._stack.undo.map(entry => entry.selection);	CODE
CRITICAL	…src/selection/__tests__/selectAllAfterUndo5387.spec.ts	41	expect(muya.editor.history._stack.undo.map(entry => entry.selection)).toEqual([null]);	CODE
CRITICAL	packages/muya/src/editor/dragDropImage.ts	212	muya.editor.inlineRenderer.renderer.urlMap.set(newSrc, src);	CODE

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	…desktop/test/e2e/search-prefill-from-selection.spec.ts	60	// after that deferred commit — robust even under xvfb's erratic frame timing,	COMMENT

Modern AI Meta-Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/muya/e2e/BACKLOG.md	101	## Phase 4 — Stability / perf / a11y guardrails	COMMENT

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	.github/workflows/release.yml	231	# Create the release as a draft (assets allowed), then promote it to a	COMMENT

Verbosity Indicators1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	…es/muya/e2e/tests/blocks/codeblock-scroll-3191.spec.ts	35	// Step 3: keep typing characters. After each keystroke the scroll must	COMMENT

Structural Annotation Overuse1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	…es/muya/e2e/tests/blocks/codeblock-scroll-3191.spec.ts	35	// Step 3: keep typing characters. After each keystroke the scroll must	COMMENT

Deep Nesting1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	scripts/merge-release-artifacts.py	10		CODE

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