1.0

Adjusted Signal

1.0

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

55.6K

Stars

TypeScript

Language

1.3M

Lines of Code

7.8K

Files

1.1K

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 3.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 767 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.6/100 · LOW

Are imports declared and package/API names verified? 308 finding(s).

Agent Over-Engineering Ratio 2.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 528 finding(s).

PR Review Velocity Impact 4.6/100 · LOW

Which changes need focused human review? 1075 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 8HIGH 6MEDIUM 16LOW 1045

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 1075 distinct pattern matches across 12 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.

Hyper-Verbose Identifiers528 hits · 538 pts

Severity	File	Line	Snippet	Context
LOW	…ls/configs/oxlint/rules/no-unsafe-reset-environment.ts	36	function getDestructuredFixtureNames(	CODE
LOW	tools/configs/oxlint/rules/max-api-complexity.ts	14	function getAPIVersionAndEndpointName(filename: string) {	CODE
LOW	tools/configs/oxlint/rules/max-api-lines.ts	14	function getAPIVersionAndEndpointName(filename: string) {	CODE
LOW	tools/scripts/ci/check-app-version-bump.ts	38	function readVersionFromPackageJson(packageJsonContent: string, sourceLabel: string): string {	CODE
LOW	tools/scripts/ci/check-internal-packages.ts	114	function usesStandardConfigFactory(config: string, moduleName: string, factoryName: string) {	CODE
LOW	tools/scripts/release/publish-packages.ts	66	async function assertCommitOnPublishBranch() {	CODE
LOW	tools/scripts/lib/pnpm.ts	233	export async function findPackagesNeedingChangeset(	CODE
LOW	tools/scripts/lib/package-template.ts	13	export function applyPackageTemplateTokens(	CODE
LOW	tools/gx/multi-sub-scenarios.ts	214	async function deleteExistingScenarioMembers() {	CODE
LOW	…ig-lexical/test/unit/utils/generateEditorState.test.ts	129	function testGenerateNodesFromHTML(html, callback) {	CODE
LOW	koenig/koenig-lexical/test/utils/e2e.ts	463	export async function expectUnchangedScrollPosition(page, wrapper) {	CODE
LOW	koenig/koenig-lexical/test/e2e/floating-toolbar.test.ts	89	async function expectToolbarCenteredOnSelection() {	CODE
LOW	…oenig-lexical/src/plugins/ReplacementStringsPlugin.tsx	6	function replacementStringTransform(node) {	CODE
LOW	…nig/koenig-lexical/src/plugins/DragDropPastePlugin.tsx	49	async function getListOfAcceptableMimeTypes(editor, uploadFileTypes) {	CODE
LOW	koenig/koenig-lexical/src/utils/image-card-widths.ts	6	export function getAllowedImageCardWidths(configuredWidths?: unknown): readonly ImageCardWidth[] {	CODE
LOW	koenig/koenig-lexical/src/utils/visibility.ts	74	export function serializeOptionsToVisibility(options, existingVisibility) {	CODE
LOW	…/koenig-lexical/src/utils/draggable/draggable-utils.ts	42	export function getParentScrollableElement(element) {	CODE
LOW	…/koenig-lexical/src/utils/draggable/draggable-utils.ts	64	export function getDocumentScrollingElement() {	CODE
LOW	…ical/src/components/ui/LinkActionToolbarWithSearch.tsx	13	export function LinkActionToolbarWithSearch({anchorElem, href, onClose, ...props}) {	CODE
LOW	…nig/koenig-lexical/src/components/ui/SettingsPanel.tsx	205	export function MultiSelectDropdownSetting({label, description, placeholder = '', items, availableItems, onChange, dataT	CODE
LOW	…ical/src/components/ui/KeyboardSelectionWithGroups.tsx	19	export function KeyboardSelectionWithGroups({groups, getItem, getGroup, onSelect, onEnterWithoutSelection, defaultSelect	CODE
LOW	koenig/koenig-lexical/src/hooks/useSearchLinks.ts	34	function convertSearchResultsToListOptions(results, {noResultOptions, type} = {}) {	CODE
LOW	…g/koenig-lexical/src/hooks/useTypeaheadTriggerMatch.ts	6	export default function useBasicTypeaheadTriggerMatch(trigger,{minLength = 1, maxLength = 75}) {	CODE
LOW	…koenig-lexical/src/hooks/useSettingsPanelReposition.ts	118	function keepWithinSpacingOnResize(panelElem, {x, y, origin, lastSpacing}) {	CODE
LOW	…koenig-lexical/src/hooks/useSettingsPanelReposition.ts	122	export default function useSettingsPanelReposition({positionToRef} = {}, cardWidth) {	CODE
LOW	koenig/koenig-lexical/src/hooks/useKoenigTextEntity.ts	19	function registerExtendedTextEntity(editor, getMatch, targetNode, createNode, nodeType) {	CODE
LOW⚡	koenig/kg-simplemde/debug/simplemde.js	4899	function maybeUpdateRectForZooming(measure, rect) {	CODE
LOW⚡	koenig/kg-simplemde/debug/simplemde.js	4909	function clearLineMeasurementCacheFor(lineView) {	CODE
LOW⚡	koenig/kg-simplemde/debug/simplemde.js	4918	function clearLineMeasurementCache(cm) {	CODE
LOW	koenig/kg-simplemde/debug/simplemde.js	2134	function incrementRemainingMarkdownListNumbers(cm, pos) {	CODE
LOW	koenig/kg-simplemde/debug/simplemde.js	3895	function conflictingCollapsedRange(doc, lineNo$$1, from, to, marker) {	CODE
LOW	koenig/kg-simplemde/debug/simplemde.js	4152	function defaultSpecialCharPlaceholder(ch) {	CODE
LOW	koenig/kg-simplemde/debug/simplemde.js	4723	function updateExternalMeasurement(cm, line) {	CODE
LOW	koenig/kg-simplemde/debug/simplemde.js	6632	function maybeUpdateLineNumberWidth(cm) {	CODE
LOW	koenig/kg-simplemde/debug/simplemde.js	7264	function selectionEventCanBeMerged(doc, origin, prev, sel) {	CODE
LOW	koenig/kg-simplemde/debug/simplemde.js	7465	function setSelectionReplaceHistory(doc, sel, options) {	CODE
LOW	koenig/kg-simplemde/debug/simplemde.js	7793	function makeChangeSingleDocInEditor(cm, change, spans) {	CODE
LOW	koenig/kg-simplemde/debug/simplemde.js	8153	function adjustScrollWhenAboveVisible(cm, line, diff) {	CODE
LOW	…t-nodes/test/renderers/call-to-action-renderer.test.ts	35	function testButtonSkipOnMissingData(target: string, layout: string, {missing = [] as string[]} = {}) {	CODE
LOW	…g/kg-default-nodes/src/nodes/gallery/gallery-parser.ts	5	function readGalleryImageAttributesFromElement(element: HTMLImageElement, imgNum: number) {	CODE
LOW	…es/src/nodes/horizontalrule/horizontalrule-renderer.ts	7	function horizontalRuleFrontendTemplate() {	CODE
LOW	…es/src/nodes/horizontalrule/horizontalrule-renderer.ts	11	function horizontalRuleEmailTemplate() {	CODE
LOW	…nodes/src/nodes/header/renderers/v2/header-renderer.ts	121	function generateMSOSplitHeaderImage(nodeData: HeaderV2NodeData) {	CODE
LOW	…nodes/src/nodes/header/renderers/v2/header-renderer.ts	147	function generateMSOContentWrapper(nodeData: HeaderV2NodeData) {	CODE
LOW	…nodes/src/nodes/header/renderers/v2/header-renderer.ts	173	function generateMSOContentClosing(nodeData: HeaderV2NodeData) {	CODE
LOW	…-nodes/src/utils/build-clean-basic-html-for-element.ts	3	export function buildCleanBasicHtmlForElement(domNode: Element) {	CODE
LOW	…enig/kg-default-nodes/src/utils/replacement-strings.ts	31	export function removeCodeWrappersFromHelpers(html: string, document: Document) {	CODE
LOW	koenig/kg-default-nodes/src/utils/visibility.ts	85	export function migrateOldVisibilityFormat(visibility: Visibility) {	CODE
LOW	…-nodes/src/utils/read-image-attributes-from-element.ts	1	export function readImageAttributesFromElement(element: HTMLImageElement) {	CODE
LOW	koenig/kg-default-transforms/src/default-transforms.ts	21	export function registerDefaultTransforms(editor: LexicalEditor) {	CODE
LOW	…ault-transforms/src/transforms/remove-at-link-nodes.ts	9	export function removeAtLinkNodesTransform(node: AtLinkNode) {	CODE
LOW	…ault-transforms/src/transforms/remove-at-link-nodes.ts	29	export function registerRemoveAtLinkNodesTransform(editor: LexicalEditor) {	CODE
LOW	…-default-transforms/src/transforms/merge-list-nodes.ts	21	export function registerMergeListNodesTransform(editor: LexicalEditor) {	CODE
LOW	koenig/kg-default-cards/src/ambient.d.ts	51	export function markdownAbsoluteToRelative(	CODE
LOW	koenig/kg-default-cards/src/ambient.d.ts	56	export function markdownRelativeToAbsolute(	CODE
LOW	koenig/kg-converters/src/lexical-to-mobiledoc.ts	139	function getOrSetMarkupIndex(markup: string, mobiledoc: MobiledocDocument): number {	CODE
LOW	koenig/kg-converters/src/lexical-to-mobiledoc.ts	150	function getOrSetAtomIndex(atom: MobiledocAtom, mobiledoc: MobiledocDocument): number {	CODE
LOW	koenig/kg-converters/src/mobiledoc-to-lexical.ts	210	function convertMarkupSectionToLexical(	CODE
LOW	koenig/kg-converters/src/mobiledoc-to-lexical.ts	226	function populateLexicalNodeWithMarkers(	CODE
LOW	koenig/kg-converters/src/mobiledoc-to-lexical.ts	368	function convertMarkupTagsToLexicalFormatBitmask(tags: MobiledocMarkup[]): number {	CODE
468 more matches not shown…

Fake / Example Data294 hits · 295 pts

Severity	File	Line	Snippet	Context
LOW	tools/scripts/test/resolve-base-tag.test.ts	22	'git config user.email "test@test.com"',	CODE
LOW	tools/scripts/test/resolve-base-tag.test.ts	139	'git config user.email "test@test.com"',	CODE
LOW	…al/test/e2e/cards/bookmark-card-without-search.test.ts	30	description: 'lorem ipsum dolor amet lorem ipsum dolor amet',	CODE
LOW	…al/test/e2e/cards/bookmark-card-without-search.test.ts	53	<div>lorem ipsum dolor amet lorem ipsum dolor amet</div>	CODE
LOW	…al/test/e2e/cards/bookmark-card-without-search.test.ts	103	await expect(urlInput).toHaveAttribute('placeholder','Paste URL to add bookmark content...');	CODE
LOW	…al/test/e2e/cards/bookmark-card-without-search.test.ts	167	await expect(urlInput).toHaveAttribute('placeholder','Paste URL to add bookmark content...');	CODE
LOW	…al/test/e2e/cards/bookmark-card-without-search.test.ts	187	await expect(urlInput).toHaveAttribute('placeholder','Paste URL to add bookmark content...');	CODE
LOW	…al/test/e2e/cards/bookmark-card-without-search.test.ts	209	await expect(urlInput).toHaveAttribute('placeholder','Paste URL to add bookmark content...');	CODE
LOW	koenig/koenig-lexical/test/e2e/cards/embed-card.test.ts	242	await expect(urlInput).toHaveAttribute('placeholder','Paste URL to add embedded content...');	CODE
LOW	koenig/koenig-lexical/test/e2e/cards/embed-card.test.ts	304	await expect(urlInput).toHaveAttribute('placeholder','Paste URL to add embedded content...');	CODE
LOW	koenig/koenig-lexical/test/e2e/cards/embed-card.test.ts	330	await expect(urlInput).toHaveAttribute('placeholder', 'Paste URL to add embedded content...');	CODE
LOW	koenig/koenig-lexical/test/e2e/cards/embed-card.test.ts	354	await expect(urlInput).toHaveAttribute('placeholder','Paste URL to add embedded content...');	CODE
LOW	…xical/test/e2e/cards/bookmark-card-with-search.test.ts	36	description: 'lorem ipsum dolor amet lorem ipsum dolor amet',	CODE
LOW	…xical/test/e2e/cards/bookmark-card-with-search.test.ts	59	<div>lorem ipsum dolor amet lorem ipsum dolor amet</div>	CODE
LOW	…xical/test/e2e/cards/bookmark-card-with-search.test.ts	109	await expect(urlInput).toHaveAttribute('placeholder','Paste URL or search posts and pages...');	CODE
LOW	…xical/test/e2e/cards/bookmark-card-with-search.test.ts	173	await expect(urlInput).toHaveAttribute('placeholder','Paste URL or search posts and pages...');	CODE
LOW	…xical/test/e2e/cards/bookmark-card-with-search.test.ts	193	await expect(urlInput).toHaveAttribute('placeholder','Paste URL or search posts and pages...');	CODE
LOW	…xical/test/e2e/cards/bookmark-card-with-search.test.ts	215	await expect(urlInput).toHaveAttribute('placeholder','Paste URL or search posts and pages...');	CODE
LOW	…enig/koenig-lexical/test/e2e/cards/button-card.test.ts	96	await expect(buttonTextInput).toHaveAttribute('placeholder','Add button text');	CODE
LOW	…enig/koenig-lexical/test/e2e/cards/button-card.test.ts	98	await expect(buttonUrlInput).toHaveAttribute('placeholder','https://yoursite.com/#/portal/signup/');	CODE
LOW	koenig/kg-simplemde/debug/simplemde.js	2016	CodeMirror.defineOption("placeholder", "", function(cm, val, old) {	CODE
LOW	koenig/kg-simplemde/debug/simplemde.js	2047	var placeHolder = cm.getOption("placeholder")	CODE
LOW	koenig/kg-simplemde/debug/simplemde.js	16366	placeholder: options.placeholder \|\| el.getAttribute("placeholder") \|\| "",	CODE
LOW	koenig/kg-simplemde/src/js/simplemde.js	1563	placeholder: options.placeholder \|\| el.getAttribute('placeholder') \|\| '',	CODE
LOW⚡	…nig/kg-default-nodes/test/nodes/at-link-search.test.ts	46	const atLinkNode = $createAtLinkSearchNode('test', 'placeholder');	CODE
LOW⚡	…nig/kg-default-nodes/test/nodes/at-link-search.test.ts	48	expect(atLinkNode.getPlaceholder()!).toBe('placeholder');	CODE
LOW⚡	…nig/kg-default-nodes/test/nodes/at-link-search.test.ts	52	const atLinkSearch = $createAtLinkSearchNode('test', 'placeholder');	CODE
LOW⚡	…nig/kg-default-nodes/test/nodes/at-link-search.test.ts	57	expect(atLinkSearchClone.getPlaceholder()!).toBe('placeholder');	CODE
LOW⚡	…nig/kg-default-nodes/test/nodes/at-link-search.test.ts	61	const atLinkSearch = $createAtLinkSearchNode('test', 'placeholder');	CODE
LOW⚡	…nig/kg-default-nodes/test/nodes/at-link-search.test.ts	66	placeholder: 'placeholder',	CODE
LOW⚡	…nig/kg-default-nodes/test/nodes/at-link-search.test.ts	75	const atLinkSearch = AtLinkSearchNode.importJSON({text: 'test', placeholder: 'placeholder'} as ReturnType<AtLink	CODE
LOW⚡	…nig/kg-default-nodes/test/nodes/at-link-search.test.ts	77	expect(atLinkSearch.getPlaceholder()!).toBe('placeholder');	CODE
LOW	koenig/kg-lexical-html-renderer/test/render.test.ts	89	input: `{"root":{"children":[{"children":[{"detail":0,"format":0,"mode":"normal","style":"","text":"Testing Befo	CODE
LOW	ghost/test/unit/server/lib/mail/ghost-mailer.test.js	400	to: 'user@example.com',	CODE
LOW	ghost/test/unit/server/lib/mail/ghost-mailer.test.js	421	to: 'user@example.com',	CODE
LOW	ghost/test/unit/server/lib/mail/ghost-mailer.test.js	434	to: 'user@example.com',	CODE
LOW	ghost/test/unit/server/lib/mail/ghost-mailer.test.js	447	to: 'user@example.com',	CODE
LOW	ghost/test/unit/server/lib/mail/ghost-mailer.test.js	463	to: 'user@example.com',	CODE
LOW	ghost/test/unit/server/lib/mail/ghost-mailer.test.js	482	to: 'user@example.com',	CODE
LOW	ghost/test/unit/server/lib/mail/ghost-mailer.test.js	501	to: 'user@example.com',	CODE
LOW	ghost/test/unit/server/lib/mail/ghost-mailer.test.js	512	to: 'user@example.com',	CODE
LOW	ghost/test/unit/server/lib/mail/ghost-mailer.test.js	529	to: 'user@example.com',	CODE
LOW	ghost/test/unit/server/lib/mail/ghost-mailer.test.js	539	to: 'user@example.com',	CODE
LOW	ghost/test/unit/server/lib/mail/ghost-mailer.test.js	557	to: 'user@example.com',	CODE
LOW	ghost/test/unit/server/lib/mail/ghost-mailer.test.js	586	to: 'user@example.com',	CODE
LOW	ghost/test/unit/server/lib/mail/ghost-mailer.test.js	609	to: 'user@example.com',	CODE
LOW	ghost/test/unit/server/lib/mail/ghost-mailer.test.js	629	to: 'user@example.com',	CODE
LOW	ghost/test/unit/server/lib/mail/ghost-mailer.test.js	648	to: 'user@example.com',	CODE
LOW	ghost/test/unit/server/lib/mail/ghost-mailer.test.js	707	to: 'user@example.com',	CODE
LOW	ghost/test/unit/server/lib/mail/ghost-mailer.test.js	728	to: 'user@example.com',	CODE
LOW	ghost/test/unit/server/lib/mail/ghost-mailer.test.js	753	to: 'user@example.com',	CODE
LOW	ghost/test/unit/server/lib/mail/ghost-mailer.test.js	782	to: 'user@example.com',	CODE
LOW	ghost/test/unit/server/lib/mail/ghost-mailer.test.js	802	to: 'user@example.com',	CODE
LOW	…st/test/unit/server/lib/mailgun/mailgun-client.test.js	1216	sender: 'john@example.org',	CODE
LOW	…st/test/unit/server/lib/mailgun/mailgun-client.test.js	1237	from: 'john@example.org',	CODE
LOW	…st/test/unit/server/lib/mailgun/mailgun-client.test.js	1282	sender: 'john@example.org',	CODE
LOW	…st/test/unit/server/lib/mailgun/mailgun-client.test.js	1310	from: 'john@example.org',	CODE
LOW⚡	…/server/data/importer/importers/revue-importer.test.js	186	'id,description,sent_at,subject,preheader\n123456,"<p>Hello World!</p>",2022-12-01 01:01:30 UTC,Lorem Ipsum Do	CODE
LOW⚡	…/server/data/importer/importers/revue-importer.test.js	186	'id,description,sent_at,subject,preheader\n123456,"<p>Hello World!</p>",2022-12-01 01:01:30 UTC,Lorem Ipsum Do	CODE
LOW⚡	…/server/data/importer/importers/revue-importer.test.js	193	'Lorem Ipsum Dolor Sit Amet Consectetur Adipiscing Elit Mauris Convallis Et Metus Eu Blandit Lorem Ipsum Dol	CODE
234 more matches not shown…

Over-Commented Block162 hits · 162 pts

Severity	File	Line	Snippet	Context
LOW	compose.dev.yaml	81	volumes:	COMMENT
LOW	pnpm-workspace.yaml	301	# only ever call `load`. See patchedDependencies for the matching slim import.	COMMENT
LOW	pnpm-workspace.yaml	461	# The 8.x Elasticsearch client eagerly requires apache-arrow for two ES\|QL	COMMENT
LOW	pnpm-workspace.yaml	481	# - mensch parses input like `a{b}` (or a `{placeholder}` in a style	COMMENT
LOW	tools/scripts/ci/nx-set-shas.ts	1	// Resolves NX_BASE / NX_HEAD — the commit window `nx affected` and the CI path	COMMENT
LOW	tools/scripts/release/build-publish-matrix.ts	1	// Builds the matrix for the continuous publish job, filtered to the manifest	COMMENT
LOW	tools/scripts/release/publish-packages.ts	141	}	COMMENT
LOW	tools/scripts/release/compare-published.ts	1	// Decides whether a continuous package has anything new to publish by	COMMENT
LOW	tools/scripts/release/next-version.ts	1	// Computes the version the continuous publish job should publish next for a	COMMENT
LOW	tools/scripts/lib/publish-manifest.ts	1	// The continuous publish lane: packages that CI publishes to npm whenever a	COMMENT
LOW	docker/tinybird-local-slim/cleanup.sh	1	#!/usr/bin/env bash	COMMENT
LOW	docker/stripe/with-stripe.sh	1	#!/bin/bash	COMMENT
LOW	docker/stripe/entrypoint.sh	1	#!/bin/sh	COMMENT
LOW	koenig/kg-unsplash-selector/src/vite-env.d.ts	1	/// <reference types="vite/client" />	COMMENT
LOW	koenig/koenig-lexical/demo/utils/fetchEmbed.ts	21	};	COMMENT
LOW	koenig/koenig-lexical/demo/utils/fetchEmbed.ts	41	// id: '46',	COMMENT
LOW	koenig/koenig-lexical/demo/utils/fetchEmbed.ts	61	// }	COMMENT
LOW	koenig/koenig-lexical/demo/utils/fetchEmbed.ts	81	// id: '1237072960952750081',	COMMENT
LOW	koenig/koenig-lexical/demo/utils/fetchEmbed.ts	101	// entities: {	COMMENT
LOW	koenig/koenig-lexical/demo/utils/fetchEmbed.ts	121	// ],	COMMENT
LOW	koenig/koenig-lexical/demo/utils/fetchEmbed.ts	141	// public_metrics: {	COMMENT
LOW	koenig/koenig-lexical/demo/utils/fetchEmbed.ts	161	// display_url: 'ghost.org'	COMMENT
LOW	koenig/koenig-lexical/demo/utils/fetchEmbed.ts	181	// {	COMMENT
LOW	koenig/koenig-lexical/demo/utils/fetchEmbed.ts	201	// },	COMMENT
LOW	koenig/koenig-lexical/demo/utils/fetchEmbed.ts	221	// protected: false,	COMMENT
LOW	koenig/koenig-lexical/demo/utils/fetchEmbed.ts	241	// },	COMMENT
LOW	koenig/koenig-lexical/demo/utils/fetchEmbed.ts	261	// entities: {	COMMENT
LOW	koenig/koenig-lexical/demo/utils/fetchEmbed.ts	281	// listed_count: 11	COMMENT
LOW	koenig/koenig-lexical/test/e2e/selection.test.ts	101	});	COMMENT
LOW	koenig/koenig-lexical/test/e2e/selection.test.ts	121	// await page.keyboard.press('a');	COMMENT
LOW	…nig/koenig-lexical/test/e2e/cards/gallery-card.test.ts	381	await expect(captionEditor).toContainText('Caption');	COMMENT
LOW	…g/koenig-lexical/src/nodes/TransistorNodeComponent.tsx	41	event.stopPropagation();	COMMENT
LOW	…g/koenig-lexical/src/plugins/KoenigBehaviourPlugin.tsx	241	// If a non-historic, non-history-merge update arrives with the	COMMENT
LOW	…nig-lexical/src/components/ui/cards/TransistorCard.tsx	1	import PropTypes from 'prop-types';	COMMENT
LOW	…nig-lexical/src/components/ui/cards/TransistorCard.tsx	21	// const [backgroundColorPickerExpanded, setBackgroundColorPickerExpanded] = useState(false);	COMMENT
LOW	…nig-lexical/src/components/ui/cards/TransistorCard.tsx	41	// value={accentColor \|\| '#000000'}	COMMENT
LOW	…nig-lexical/src/components/ui/cards/TransistorCard.tsx	61	// {title: 'White', hex: '#FFFFFF'},	COMMENT
LOW	…nig-lexical/src/components/ui/cards/TransistorCard.tsx	121	// visibilityOptions: PropTypes.array,	COMMENT
LOW	koenig/kg-simplemde/debug/simplemde.js	2721	// + (ES): European Number Separator	COMMENT
LOW	koenig/kg-simplemde/debug/simplemde.js	5001	// on a bidi boundary.	COMMENT
LOW	koenig/kg-simplemde/debug/simplemde.js	6801	// the scroll effect that the first few mouse wheel events have,	COMMENT
LOW	koenig/kg-simplemde/debug/simplemde.js	7921	return line	COMMENT
LOW	koenig/kg-simplemde/debug/simplemde.js	8181	// Created with markText and setBookmark methods. A TextMarker is a	COMMENT
LOW	koenig/kg-default-nodes/src/utils/visibility.ts	61	// {showOnWeb: true/false, showOnEmail: true/false, segment: 'status:free,status:-free'}	COMMENT
LOW	koenig/kg-default-transforms/src/transforms/denest.ts	21	// - etc.	COMMENT
LOW	koenig/kg-default-cards/test/cards/callout.test.ts	41	// payload: {	COMMENT
LOW	.claude/hooks/nvm-path.sh	1	#!/usr/bin/env bash	COMMENT
LOW	.devcontainer/compose.devcontainer.yaml	1	services:	COMMENT
LOW	.devcontainer/devcontainer.json	1	{	COMMENT
LOW	.devcontainer/devcontainer.json	21	// environments where untrusted code runs in the container.	COMMENT
LOW	ghost/vitest.config.db.ts	1	import path from 'node:path';	COMMENT
LOW	ghost/vitest.config.db.ts	21	// OWN copy of process.env — only `SHARE_ENV` shares it. So a worker's writes	COMMENT
LOW	ghost/vitest.config.db.ts	121	);	COMMENT
LOW	ghost/vitest.config.db.ts	221	// project intermittently wedged in CI: every file reported a	COMMENT
LOW	ghost/tsconfig.json	1	{	COMMENT
LOW	ghost/tsconfig.json	21	// "noLib": true, /* Disable including any library files, including the default l	COMMENT
LOW	ghost/tsconfig.json	41	"resolveJsonModule": true /* Enable importing .json files. */,	COMMENT
LOW	ghost/tsconfig.json	61	// "sourceRoot": "", /* Specify the root path for debuggers to find the reference so	COMMENT
LOW	ghost/tsconfig.json	81	"strict": true /* Enable all strict type-checking options. */,	COMMENT
LOW	ghost/vitest.config.ts	1	import path from 'node:path';	COMMENT
102 more matches not shown…

Hallucination Indicators8 hits · 80 pts

Severity	File	Line	Snippet	Context
CRITICAL	koenig/kg-simplemde/debug/simplemde.js	11224	return this.cm.display.wrapper.ownerDocument.getSelection()	CODE
CRITICAL	…/test/unit/server/services/tinybird-sync/index.test.ts	165	dependencies.logging.info.mock.calls.map((call) => call[0].system),	CODE
CRITICAL	ghost/test/e2e-api/admin/members.test.js	72	assertObjectMatches(models.Base.Model.prototype.serialize.call(subscription), asserts);	CODE
CRITICAL	ghost/test/e2e-api/members/webhooks.test.js	88	const serialized = models.Base.Model.prototype.serialize.call(subscription);	CODE
CRITICAL	ghost/test/e2e-api/members/webhooks.test.js	4193	assertObjectMatches(models.Base.Model.prototype.serialize.call(stored), {	CODE
CRITICAL	…src/global-search/use-global-search.component.test.tsx	113	hook.result.current.search.results.map((group) => group.heading);	CODE
CRITICAL	…rc/editor/use-post-link-suggestions.component.test.tsx	73	hook.result.current.search.results.find(({ heading }) => heading === 'Staff')?.items ?? [];	CODE
CRITICAL	…c/editor/publish/use-publish-inputs.component.test.tsx	199	expect(hook.result.current.site.newsletters.map(({ slug }) => slug)).toEqual(['first', 'last']);	CODE

Structural Annotation Overuse31 hits · 55 pts

Severity	File	Line	Snippet	Context
LOW	ghost/core/boot.js	704	// Step 0 - Load config and logging - fundamental required components	COMMENT
LOW	ghost/core/boot.js	738	// Step 1 - require more fundamental components	COMMENT
LOW	ghost/core/boot.js	749	// Step 2 - Start server with minimal app in global maintenance mode	COMMENT
LOW	ghost/core/boot.js	772	// Step 3 - Get the DB ready	COMMENT
LOW	ghost/core/boot.js	780	// Step 4 - Load Ghost with all its services	COMMENT
LOW⚡	ghost/core/boot.js	810	// Step 5 - Mount the full Ghost app onto the minimal root app & disable maintenance mode	COMMENT
LOW⚡	ghost/core/boot.js	816	// Step 6 - We are technically done here - let everyone know!	COMMENT
LOW⚡	ghost/core/boot.js	825	// Step 7 - Init our background services, we don't wait for this to finish	COMMENT
LOW	ghost/core/server/data/importer/import-manager.js	438	// Step 1: Handle converting the file to usable data	COMMENT
LOW⚡	ghost/core/server/data/importer/import-manager.js	582	// Step 1: Load the content to import	COMMENT
LOW⚡	ghost/core/server/data/importer/import-manager.js	585	// Step 2: Let the importers pre-process the data	COMMENT
LOW⚡	ghost/core/server/data/importer/import-manager.js	588	// Step 3: Actually do the import	COMMENT
LOW⚡	ghost/core/server/data/importer/import-manager.js	592	// Step 4: Report on the import	COMMENT
LOW⚡	ghost/core/server/data/importer/import-manager.js	601	// Step 5: Cleanup the files this import owns	COMMENT
LOW⚡	ghost/core/server/data/importer/import-manager.js	605	// Step 6: Send email	COMMENT
LOW	…server/services/email-service/email-event-processor.js	303	// Step 1: Resolve all providerId -> emailId mappings	COMMENT
LOW	…server/services/email-service/email-event-processor.js	321	// Step 2: Build list of (email, emailId) pairs to lookup	COMMENT
LOW	…server/services/email-service/email-event-processor.js	338	// Step 3: Batch query all recipients with OR conditions	COMMENT
LOW	…server/services/email-service/email-event-processor.js	355	// Step 4: Build cache map keyed by "email:emailId"	COMMENT
LOW⚡	…st/core/server/services/stats/content-stats-service.js	62	// Step 1: Get raw data from Tinybird	COMMENT
LOW⚡	…st/core/server/services/stats/content-stats-service.js	69	// Step 2: Enrich the data with titles	COMMENT
LOW	apps/shade/.claude/commands/shadcn-add.md	26	## Step 1: Check if Component Already Exists	COMMENT
LOW	apps/shade/.claude/commands/shadcn-add.md	34	## Step 2: Fetch ShadCN Documentation	COMMENT
LOW	apps/shade/.claude/commands/shadcn-add.md	51	## Step 3: Install the Component	COMMENT
LOW	apps/shade/.claude/commands/shadcn-add.md	85	## Step 4: Verify Component Installation	COMMENT
LOW	apps/shade/.claude/commands/shadcn-add.md	94	## Step 5: Create Storybook Stories	COMMENT
LOW	apps/shade/.claude/commands/shadcn-add.md	186	## Step 6: Lint and Fix Stories	COMMENT
LOW	apps/shade/.claude/commands/shadcn-add.md	210	## Step 7: Export Component	COMMENT
LOW	apps/shade/.claude/commands/shadcn-add.md	220	## Step 8: Run Tests	COMMENT
LOW	apps/shade/.claude/commands/shadcn-add.md	236	## Step 9: Visual Verification with Puppeteer	COMMENT
LOW	apps/shade/.claude/commands/shadcn-add.md	280	## Step 10: Summary Report	COMMENT

Cross-Language Confusion (JS/TS)6 hits · 30 pts

Severity	File	Line	Snippet	Context
HIGH	tools/gx/benchmark-recipient-preparation.ts	57	print({ phase: 'database', ...server[0] });	CODE
HIGH	tools/gx/benchmark-recipient-preparation.ts	143	print({ phase: 'seed', members: offset + 1000, elapsed_ms: Date.now() - started });	CODE
HIGH	tools/gx/benchmark-recipient-preparation.ts	200	print({	CODE
HIGH	tools/gx/benchmark-recipient-preparation.ts	242	print({ error: error instanceof Error ? error.stack : String(error) });	CODE
HIGH	e2e/helpers/playwright/fixture.ts	344	print('resolved by Ghost', serverHosts);	CODE
HIGH	e2e/helpers/playwright/fixture.ts	345	print('requested by the browser', browserHosts);	CODE

Verbosity Indicators16 hits · 30 pts

Severity	File	Line	Snippet	Context
LOW	…ost/core/frontend/web/middleware/handle-image-sizes.js	93	// CASE: When formatting, we need to check if the imageTransform package supports this specific format	COMMENT
LOW	…ost/core/frontend/web/middleware/handle-image-sizes.js	100	// CASE: when transforming is supported, we need to check if it is desired	COMMENT
LOW	ghost/core/frontend/helpers/comments.js	15	* We need to check if comments enabled, because the theme might not be using the other available helpers to check	COMMENT
LOW	ghost/core/server/data/importer/import-manager.js	438	// Step 1: Handle converting the file to usable data	COMMENT
LOW⚡	ghost/core/server/data/importer/import-manager.js	582	// Step 1: Load the content to import	COMMENT
LOW⚡	ghost/core/server/data/importer/import-manager.js	585	// Step 2: Let the importers pre-process the data	COMMENT
LOW⚡	ghost/core/server/data/importer/import-manager.js	588	// Step 3: Actually do the import	COMMENT
LOW⚡	ghost/core/server/data/importer/import-manager.js	592	// Step 4: Report on the import	COMMENT
LOW⚡	ghost/core/server/data/importer/import-manager.js	601	// Step 5: Cleanup the files this import owns	COMMENT
LOW⚡	ghost/core/server/data/importer/import-manager.js	605	// Step 6: Send email	COMMENT
LOW	…server/services/email-service/email-event-processor.js	303	// Step 1: Resolve all providerId -> emailId mappings	COMMENT
LOW	…server/services/email-service/email-event-processor.js	321	// Step 2: Build list of (email, emailId) pairs to lookup	COMMENT
LOW	…server/services/email-service/email-event-processor.js	338	// Step 3: Batch query all recipients with OR conditions	COMMENT
LOW	…server/services/email-service/email-event-processor.js	355	// Step 4: Build cache map keyed by "email:emailId"	COMMENT
LOW⚡	…st/core/server/services/stats/content-stats-service.js	62	// Step 1: Get raw data from Tinybird	COMMENT
LOW⚡	…st/core/server/services/stats/content-stats-service.js	69	// Step 2: Enrich the data with titles	COMMENT

Modern AI Meta-Vocabulary12 hits · 29 pts

Severity	File	Line	Snippet	Context
MEDIUM	.agents/skills/shade-shadcn-install/SKILL.md	8	# Shade — ShadCN install guardrails	COMMENT
MEDIUM	…st/core/server/services/notifications/notifications.js	44	// The check can be removed/moved to write operations once we have the guardrails on that	COMMENT
MEDIUM	.github/workflows/renovate.yml	85	# - prConcurrentLimit/branchConcurrentLimit are useful guardrails, but	COMMENT
MEDIUM	.github/agents/agentic-workflows.agent.md	31	- Configuration: https://github.com/github/gh-aw/blob/v0.49.3/.github/aw/github-agentic-workflows.md	CODE
MEDIUM	.github/agents/agentic-workflows.agent.md	54	Prompt file: https://github.com/github/gh-aw/blob/v0.49.3/.github/aw/create-agentic-workflow.md	CODE
MEDIUM	.github/agents/agentic-workflows.agent.md	66	Prompt file: https://github.com/github/gh-aw/blob/v0.49.3/.github/aw/update-agentic-workflow.md	CODE
MEDIUM	.github/agents/agentic-workflows.agent.md	78	Prompt file: https://github.com/github/gh-aw/blob/v0.49.3/.github/aw/debug-agentic-workflow.md	CODE
MEDIUM	.github/agents/agentic-workflows.agent.md	90	Prompt file: https://github.com/github/gh-aw/blob/v0.49.3/.github/aw/upgrade-agentic-workflows.md	CODE
MEDIUM	.github/agents/agentic-workflows.agent.md	102	Prompt file: https://github.com/github/gh-aw/blob/v0.49.3/.github/aw/create-shared-agentic-workflow.md	CODE
MEDIUM	.github/agents/agentic-workflows.agent.md	134	# Initialize repository for agentic workflows	COMMENT
MEDIUM	.github/agents/agentic-workflows.agent.md	162	- Always reference the instructions file at https://github.com/github/gh-aw/blob/v0.49.3/.github/aw/github-agentic-workf	CODE
MEDIUM	apps/admin/eslint.config.js	58	// Boundary guardrails. Product code must reach react-router and the Admin	COMMENT

Redundant / Tautological Comments13 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW	docker/tb-cli/entrypoint.sh	19	# Check if workspace ID is valid	COMMENT
LOW	docker/tb-cli/entrypoint.sh	28	# Check if workspace token is valid	COMMENT
LOW	docker/tb-cli/entrypoint.sh	61	# Check if admin token is valid	COMMENT
LOW	docker/tb-cli/entrypoint.sh	73	# Check if tracker token is valid	COMMENT
LOW	docker/stripe/entrypoint.sh	33	# Check if STRIPE_SECRET_KEY is set	COMMENT
LOW	docker/stripe/entrypoint.sh	52	# Check if we got a timeout	COMMENT
LOW	docker/stripe/entrypoint.sh	59	# Check if we got a valid secret (should start with "whsec_")	COMMENT
LOW⚡	…t/core/server/data/tinybird/scripts/configure-ghost.sh	15	# Check if workspace ID is valid	COMMENT
LOW⚡	…t/core/server/data/tinybird/scripts/configure-ghost.sh	25	# Check if workspace token is valid	COMMENT
LOW⚡	…t/core/server/data/tinybird/scripts/configure-ghost.sh	35	# Check if admin token is valid	COMMENT
LOW	…t/core/server/data/tinybird/scripts/configure-ghost.sh	46	# Check if tracker token is valid	COMMENT
LOW	.github/workflows/deploy-to-staging.yml	65	# Check if Docker build job specifically succeeded (paginate — CI has 30+ jobs)	COMMENT
LOW	.github/hooks/commit-msg.bash	32	# Check if second line is blank	COMMENT

AI Slop Vocabulary3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	docker/tinybird-local-slim/cleanup.sh	23	# server). Editing the shipped config in-place keeps this robust to upstream	COMMENT
MEDIUM	docker/tb-cli/entrypoint.sh	47	# Find admin token by looking for ADMIN scope (more robust than name matching)	COMMENT
MEDIUM	.github/workflows/e2e-runner-image.yml	7	# push, and it shares no layers with the Ghost build (no buildx-cache synergy).	COMMENT

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	docker/analytics/entrypoint.sh	28	# This file is created by the `tb-cli` service and mounted into the Analytics service container	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…dmin/test-utils/acceptance/public/mockServiceWorker.js	121	async function handleRequest(event, requestId, requestInterceptedAt) {	CODE

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