1.2

Adjusted Signal

1.2

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

11.4K

Stars

TypeScript

Language

462.3K

Lines of Code

2.9K

Files

326

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 2.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 225 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.7/100 · LOW

Are imports declared and package/API names verified? 23 finding(s).

Agent Over-Engineering Ratio 4.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 213 finding(s).

PR Review Velocity Impact 5.6/100 · LOW

Which changes need focused human review? 326 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 3HIGH 5MEDIUM 79LOW 239

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 326 distinct pattern matches across 10 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.

Decorative Section Separators78 hits · 286 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	.config/example.yml	1	#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━	COMMENT
MEDIUM⚡	.config/example.yml	3	#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━	COMMENT
MEDIUM⚡	.config/example.yml	5	# ┌──────────────────────────────┐	COMMENT
MEDIUM⚡	.config/example.yml	6	#───┘ a boring but important thing └────────────────────────────	COMMENT
MEDIUM⚡	.config/example.yml	62	# ┌────────────────────────┐	COMMENT
MEDIUM⚡	.config/example.yml	63	#───┘ Initial Setup Password └─────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	.config/example.yml	76	# ┌─────┐	COMMENT
MEDIUM⚡	.config/example.yml	77	#───┘ URL └─────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	.config/example.yml	85	# ┌───────────────────────┐	COMMENT
MEDIUM⚡	.config/example.yml	86	#───┘ Port and TLS settings └───────────────────────────────────	COMMENT
MEDIUM	.config/example.yml	156	# ┌──────────────────────────┐	COMMENT
MEDIUM	.config/example.yml	157	#───┘ PostgreSQL configuration └────────────────────────────────	COMMENT
MEDIUM	.config/example.yml	194	# ┌─────────────────────┐	COMMENT
MEDIUM	.config/example.yml	195	#───┘ Redis configuration └─────────────────────────────────────	COMMENT
MEDIUM	.config/example.yml	247	# ┌───────────────────────────────┐	COMMENT
MEDIUM	.config/example.yml	248	#───┘ Fulltext search configuration └─────────────────────────────	COMMENT
MEDIUM	.config/example.yml	279	# ┌───────────────┐	COMMENT
MEDIUM	.config/example.yml	280	#───┘ ID generation └───────────────────────────────────────────	COMMENT
MEDIUM	.config/example.yml	298	# ┌────────────────┐	COMMENT
MEDIUM	.config/example.yml	299	#───┘ Error tracking └──────────────────────────────────────────	COMMENT
MEDIUM	.config/example.yml	350	# ┌─────────────────────┐	COMMENT
MEDIUM	.config/example.yml	351	#───┘ Other configuration └─────────────────────────────────────	COMMENT
MEDIUM⚡	.config/playwright-devcontainer.yml	1	#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━	COMMENT
MEDIUM⚡	.config/playwright-devcontainer.yml	3	#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━	COMMENT
MEDIUM⚡	.config/playwright-devcontainer.yml	5	# ┌────────────────────────┐	COMMENT
MEDIUM⚡	.config/playwright-devcontainer.yml	6	#───┘ Initial Setup Password └─────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	.config/playwright-devcontainer.yml	18	# ┌─────┐	COMMENT
MEDIUM⚡	.config/playwright-devcontainer.yml	19	#───┘ URL └─────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	.config/playwright-devcontainer.yml	27	# ┌───────────────────────┐	COMMENT
MEDIUM⚡	.config/playwright-devcontainer.yml	28	#───┘ Port and TLS settings └───────────────────────────────────	COMMENT
MEDIUM⚡	.config/playwright-devcontainer.yml	127	# ┌───────────────────────────┐	COMMENT
MEDIUM⚡	.config/playwright-devcontainer.yml	128	#───┘ MeiliSearch configuration └─────────────────────────────	COMMENT
MEDIUM⚡	.config/playwright-devcontainer.yml	137	# ┌───────────────┐	COMMENT
MEDIUM⚡	.config/playwright-devcontainer.yml	138	#───┘ ID generation └───────────────────────────────────────────	COMMENT
MEDIUM	.config/playwright-devcontainer.yml	46	# ┌──────────────────────────┐	COMMENT
MEDIUM	.config/playwright-devcontainer.yml	47	#───┘ PostgreSQL configuration └────────────────────────────────	COMMENT
MEDIUM	.config/playwright-devcontainer.yml	84	# ┌─────────────────────┐	COMMENT
MEDIUM	.config/playwright-devcontainer.yml	85	#───┘ Redis configuration └─────────────────────────────────────	COMMENT
MEDIUM	.config/playwright-devcontainer.yml	156	# ┌────────────────┐	COMMENT
MEDIUM	.config/playwright-devcontainer.yml	157	#───┘ Error tracking └──────────────────────────────────────────	COMMENT
MEDIUM	.config/playwright-devcontainer.yml	176	# ┌─────────────────────┐	COMMENT
MEDIUM	.config/playwright-devcontainer.yml	177	#───┘ Other configuration └─────────────────────────────────────	COMMENT
MEDIUM⚡	.config/docker_example.yml	1	#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━	COMMENT
MEDIUM⚡	.config/docker_example.yml	3	#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━	COMMENT
MEDIUM⚡	.config/docker_example.yml	5	# ┌─────┐	COMMENT
MEDIUM⚡	.config/docker_example.yml	6	#───┘ URL └─────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	.config/docker_example.yml	15	# ┌───────────────────────┐	COMMENT
MEDIUM⚡	.config/docker_example.yml	16	#───┘ Port and TLS settings └───────────────────────────────────	COMMENT
MEDIUM	.config/docker_example.yml	34	# ┌──────────────────────────┐	COMMENT
MEDIUM	.config/docker_example.yml	35	#───┘ PostgreSQL configuration └────────────────────────────────	COMMENT
MEDIUM	.config/docker_example.yml	74	# ┌─────────────────────┐	COMMENT
MEDIUM	.config/docker_example.yml	75	#───┘ Redis configuration └─────────────────────────────────────	COMMENT
MEDIUM	.config/docker_example.yml	117	# ┌───────────────────────────────┐	COMMENT
MEDIUM	.config/docker_example.yml	118	#───┘ Fulltext search configuration └─────────────────────────────	COMMENT
MEDIUM	.config/docker_example.yml	149	# ┌───────────────┐	COMMENT
MEDIUM	.config/docker_example.yml	150	#───┘ ID generation └───────────────────────────────────────────	COMMENT
MEDIUM	.config/docker_example.yml	168	# ┌────────────────┐	COMMENT
MEDIUM	.config/docker_example.yml	169	#───┘ Error tracking └──────────────────────────────────────────	COMMENT
MEDIUM	.config/docker_example.yml	220	# ┌─────────────────────┐	COMMENT
MEDIUM	.config/docker_example.yml	221	#───┘ Other configuration └─────────────────────────────────────	COMMENT
18 more matches not shown…

Hyper-Verbose Identifiers135 hits · 138 pts

Severity	File	Line	Snippet	Context
LOW	packages-private/diagnostics-frontend/src/report.ts	36	function renderBrowserSummaryTable(base: BrowserMetricsReport, head: BrowserMetricsReport) {	CODE
LOW	packages-private/diagnostics-frontend/src/report.ts	198	export function renderFrontendDiagnosticsMarkdown(input: FrontendDiagnosticsMarkdownInput) {	CODE
LOW	…es-private/diagnostics-frontend/src/inspect-browser.ts	77	async function saveRepresentativeHeapSnapshot(label: Label, report: BrowserMetricsReport) {	CODE
LOW	…-private/diagnostics-frontend/src/bundle/visualizer.ts	144	export function renderVisualizerSummaryTable(base: ReturnType<typeof collectVisualizerReport>, head: ReturnType<typeof c	CODE
LOW	…rivate/diagnostics-frontend/src/bundle/chunk-report.ts	110	export function compareChunkComparisonRows(a: ChunkComparisonRow, b: ChunkComparisonRow) {	CODE
LOW	…rivate/diagnostics-frontend/src/bundle/chunk-report.ts	162	export function renderFrontendChunkReport(base: CollectedBundleReport, head: CollectedBundleReport) {	CODE
LOW	…es-private/diagnostics-frontend/src/bundle/manifest.ts	68	export function collectStartupManifestKeys(manifest: BundleManifest) {	CODE
LOW	…es-private/diagnostics-frontend/src/browser/network.ts	18	function webSocketFramePayloadBytes(frame: { opcode?: number; payloadData?: string } \| undefined) {	CODE
LOW	…-private/diagnostics-frontend/src/browser/summarize.ts	20	export function selectRepresentativeSample(samples: BrowserMeasurementSample[], getValue: (sample: BrowserMeasurementSam	CODE
LOW	…-private/diagnostics-frontend/src/browser/summarize.ts	80	export function summarizePerformanceSamples(samples: BrowserMeasurementSample[]): BrowserMeasurement['performance'] {	CODE
LOW	…-private/diagnostics-frontend/src/browser/summarize.ts	123	export function summarizeHeapSnapshotSamples(samples: BrowserMeasurementSample[], breakdownTopN: number) {	CODE
LOW	…rivate/diagnostics-frontend/src/browser/diagnostics.ts	9	export function summarizeBrowserDiagnostics(samples: BrowserDiagnostics[]): BrowserDiagnostics {	CODE
LOW	…rivate/diagnostics-frontend/src/browser/report/html.ts	227	export function renderBrowserDiagnosticsHtml(base: BrowserMetricsReport, head: BrowserMetricsReport) {	CODE
LOW	packages-private/diagnostics-backend/src/compare.ts	104	async function saveRepresentativeHeapSnapshot(label: HeapSnapshotLabel, samples: MemoryReport['samples'], summary: Memor	CODE
LOW	…vate/diagnostics-backend/src/heap-snapshot-sampling.ts	10	export function shouldCollectHeapSnapshot(round: number, totalRounds: number, requestedRounds: number) {	CODE
LOW	…ckages-private/diagnostics-backend/src/measure/proc.ts	39	export async function getSmapsRollupMemoryUsage(pid: number) {	CODE
LOW	…kages-private/diagnostics-backend/src/measure/index.ts	106	async function getHeapSnapshotStatistics(	CODE
LOW	…ages-private/diagnostics-backend/src/measure/server.ts	33	function isRuntimeMemoryUsageMessage(message: unknown): message is RuntimeMemoryUsageMessage {	CODE
LOW	…ages-private/diagnostics-backend/src/measure/server.ts	37	function isHeapSnapshotResponseMessage(message: unknown): message is HeapSnapshotResponseMessage {	CODE
LOW	…ges-private/diagnostics-backend/src/report/markdown.ts	90	function renderHeapSnapshotSection(base: MemoryReport, head: MemoryReport) {	CODE
LOW	…ges-private/diagnostics-backend/src/report/markdown.ts	117	function countNonConvergedMemorySamples(base: MemoryReport, head: MemoryReport) {	CODE
LOW	…ges-private/diagnostics-backend/src/report/markdown.ts	124	export function renderMemoryReportMarkdown(base: MemoryReport, head: MemoryReport, options: RenderMemoryReportOptions) {	CODE
LOW	packages-private/diagnostics-shared/src/format.ts	96	export function formatDeltaPercentInMdTable(deltaPercent: number, colorThreshold = 0) {	CODE
LOW	packages-private/diagnostics-shared/src/format.ts	110	export function calcAndFormatDeltaPercent(before: number \| null \| undefined, after: number \| null \| undefined, colorThre	CODE
LOW	packages-private/diagnostics-shared/src/format.ts	115	export function calcAndFormatDeltaPercentInMdTable(before: number \| null \| undefined, after: number \| null \| undefined,	CODE
LOW	…ate/diagnostics-shared/src/heap-snapshot/categories.ts	42	export function createEmptyHeapSnapshotData(): HeapSnapshotData {	CODE
LOW	…vate/diagnostics-shared/src/heap-snapshot/breakdown.ts	23	export function classifyHeapSnapshotBreakdown(category: HeapSnapshotCategory, type: string, name: string) {	CODE
LOW	…vate/diagnostics-shared/src/heap-snapshot/breakdown.ts	67	export function collapseHeapSnapshotBreakdown(breakdown: Record<string, number>, topN = defaultHeapSnapshotBreakdownTopN	CODE
LOW	…vate/diagnostics-shared/src/heap-snapshot/breakdown.ts	78	export function collapseHeapSnapshotBreakdowns(	CODE
LOW	packages/frontend/vite.config.ts	27	function getBundleVisualizerPlugin(): PluginOption[] {	CODE
LOW	packages/frontend/test/e2e/shared.ts	124	export async function closeUserSetupDialogIfVisible(page: Page): Promise<void> {	CODE
LOW	…ckages/frontend/lib/vite-plugin-create-search-index.ts	135	function findEndOfStartTagAttributes(node: ElementNode): number {	CODE
LOW	…ckages/frontend/lib/vite-plugin-create-search-index.ts	181	function extractElementTextChecked(node: ElementNode, processingNodeName: string, id: string): string \| null {	CODE
LOW	…ckages/frontend/lib/vite-plugin-create-search-index.ts	325	function extractUsageInfoFromTemplateAst(	CODE
LOW	…ckages/frontend/lib/vite-plugin-create-search-index.ts	438	function propertyAccessProxyToJSON(this: AccessProxy, hint: string) {	CODE
LOW	…ckages/frontend/lib/vite-plugin-create-search-index.ts	690	export function pluginCreateSearchIndexVirtualModule(options: Options, asigner: MarkerIdAssigner): Plugin {	CODE
LOW	…tend/lib/rollup-plugin-unwind-css-module-class-name.ts	499	export default function pluginUnwindCssModuleClassName(): Plugin {	CODE
LOW	packages/frontend/src/plugin.ts	49	export function isSupportedAiScriptVersion(version: string): boolean {	CODE
LOW	packages/frontend/src/accounts.ts	125	export function replaceCurrentAccountData(accountData: Misskey.entities.MeDetailed) {	CODE
LOW	packages/frontend/src/accounts.ts	344	export function getAccountWithSigninDialog(): Promise<{ id: string, token: string } \| null> {	CODE
LOW	packages/frontend/src/accounts.ts	362	export function getAccountWithSignupDialog(): Promise<{ id: string, token: string } \| null> {	CODE
LOW	packages/frontend/src/deck.ts	88	export function forceSaveCurrentDeckProfile() {	CODE
LOW	packages/frontend/src/ui/deck/clip-column.ts	8	export function getClipColumnReloadDelayMs(	CODE
LOW	packages/frontend/src/preferences/utility.ts	23	export function getPreferencesProfileMenu(): MenuItem[] {	CODE
LOW	packages/frontend/src/preferences/utility.ts	244	export function hideRestoreBackupSuggestion() {	CODE
LOW	packages/frontend/src/components/MkPullToRefresh.vue	181	function toggleScrollLockOnTouchEnd() {	CODE
LOW	packages/frontend/src/components/MkPostForm.vue	1349	function showPerUploadItemMenuViaContextmenu(item: UploaderItem, ev: PointerEvent) {	CODE
LOW	packages/frontend/src/components/MkSwiper.vue	183	function hasSomethingToDoWithXSwipe(el: HTMLElement) {	CODE
LOW	…nd/src/components/MkLightbox.item.audio-visualizer.vue	145	function getAudioVisualizerBarWidth(canvasWidth: number, barCount: number, thicknessFactor: number) {	CODE
LOW	…nd/src/components/MkLightbox.item.audio-visualizer.vue	152	function writeLogarithmicFrequencyBands(options: {	CODE
LOW	packages/frontend/src/components/MkLightbox.vue	162	function onSlideTransitionFinished(ev: TransitionEvent) {	CODE
LOW	packages/frontend/src/components/MkNotification.vue	231	function getActualReactedUsersCount(notification: Misskey.entities.Notification) {	CODE
LOW	…/frontend/src/components/MkSystemWebhookEditor.impl.ts	27	export async function showSystemWebhookEditorDialog(props: MkSystemWebhookEditorProps): Promise<MkSystemWebhookResult \|	CODE
LOW	…kages/frontend/src/components/MkSignupDialog.rules.vue	119	async function updateAgreeTosAndPrivacyPolicy(v: boolean) {	CODE
LOW	packages/frontend/src/components/MkSignin.vue	223	function assertIsSigninFlowRequest(x: Partial<Misskey.entities.SigninFlowRequest>): x is Misskey.entities.SigninFlowReq	CODE
LOW	packages/frontend/src/components/MkUploaderDialog.vue	179	function showPerItemMenuViaContextmenu(item: UploaderItem, ev: PointerEvent) {	CODE
LOW	packages/frontend/src/components/MkLightbox.item.vue	390	function getScaleAndTranslationForSourceElement() {	CODE
LOW	packages/frontend/src/components/MkLightbox.item.vue	855	function animateFromSourceToNeutral() {	CODE
LOW	packages/frontend/src/components/MkSortOrderEditor.vue	45	function onToggleSortOrderButtonClicked(order: SortOrder<T>) {	CODE
LOW	packages/frontend/src/components/MkSortOrderEditor.vue	58	function onAddSortOrderButtonClicked(ev: PointerEvent) {	CODE
75 more matches not shown…

Over-Commented Block75 hits · 48 pts

Severity	File	Line	Snippet	Context
LOW	compose_example.yml	61	# - 7493:7493	COMMENT
LOW	compose_example.yml	81		COMMENT
LOW	.config/example.yml	1	#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━	COMMENT
LOW	.config/example.yml	21	#	COMMENT
LOW	.config/example.yml	41	# DISCLOSE THE SOURCE CODE WHEN A USER REQUESTS IT BY	COMMENT
LOW	.config/example.yml	61		COMMENT
LOW	.config/example.yml	81		COMMENT
LOW	.config/example.yml	101	# The port that your Misskey server should listen on.	COMMENT
LOW	.config/example.yml	121	# need to change this setting, and the default setting is fine.	COMMENT
LOW	.config/example.yml	141	# so if you have both an external reverse proxy and a proxy on the	COMMENT
LOW	.config/example.yml	181	# -	COMMENT
LOW	.config/example.yml	201	#pass: example-pass	COMMENT
LOW	.config/example.yml	221	# #pass: example-pass	COMMENT
LOW	.config/example.yml	241	# #pass: example-pass	COMMENT
LOW	.config/example.yml	261	# - meilisearch	COMMENT
LOW	.config/example.yml	281		COMMENT
LOW	.config/example.yml	301	# Sentry is available for error tracking.	COMMENT
LOW	.config/example.yml	321	# # `baggage`) from being sent to remote ActivityPub/Webhook/etc. hosts.	COMMENT
LOW	.config/example.yml	341	#sentryForFrontend:	COMMENT
LOW	.config/example.yml	361	#clusterLimit: 1	COMMENT
LOW	.config/example.yml	381		COMMENT
LOW	.config/example.yml	401	# going through the proxy. Depending on the type of request, Misskey's	COMMENT
LOW	.config/example.yml	421	# * Deliver a common cache between instances	COMMENT
LOW	.config/example.yml	441	#pidFile: /tmp/misskey.pid	COMMENT
LOW	.config/example.yml	461	# - '5xx'	COMMENT
LOW	.config/playwright-devcontainer.yml	1	#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━	COMMENT
LOW	.config/playwright-devcontainer.yml	21	# Final accessible URL seen by a user.	COMMENT
LOW	.config/playwright-devcontainer.yml	61	#disableCache: true	COMMENT
LOW	.config/playwright-devcontainer.yml	81	# user:	COMMENT
LOW	.config/playwright-devcontainer.yml	101	# #db: 1	COMMENT
LOW	.config/playwright-devcontainer.yml	121	# port: 6379	COMMENT
LOW	.config/playwright-devcontainer.yml	141	# You don't usually need to change this setting, but you can	COMMENT
LOW	.config/playwright-devcontainer.yml	161		COMMENT
LOW	.config/playwright-devcontainer.yml	181		COMMENT
LOW	.config/docker_example.yml	1	#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━	COMMENT
LOW	.config/docker_example.yml	21	# +----- https://example.tld/ ------------+	COMMENT
LOW	.config/docker_example.yml	41	# Database name	COMMENT
LOW	.config/docker_example.yml	61	# -	COMMENT
LOW	.config/docker_example.yml	81	#pass: example-pass	COMMENT
LOW	.config/docker_example.yml	101	#redisForTimelines:	COMMENT
LOW	.config/docker_example.yml	121	fulltextSearch:	COMMENT
LOW	.config/docker_example.yml	141	#meilisearch:	COMMENT
LOW	.config/docker_example.yml	161	# objectid ... This is left for backward compatibility	COMMENT
LOW	.config/docker_example.yml	181	# # As of 2026-10-01 / @sentry/node 11.0.0, useful names for Misskey include:	COMMENT
LOW	.config/docker_example.yml	201	# # Sentry SDK v11 collects everything unless `dataCollection` is set, so	COMMENT
LOW	.config/docker_example.yml	221	#───┘ Other configuration └─────────────────────────────────────	COMMENT
LOW	.config/docker_example.yml	241	# deliverJobMaxAttempts: 12	COMMENT
LOW	.config/docker_example.yml	281	# For security reasons, uploading attachments from the intranet is prohibited,	COMMENT
LOW	.config/docker_example.yml	301	# db.sql: off	COMMENT
LOW	.devcontainer/devcontainer.yml	1	#━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━	COMMENT
LOW	.devcontainer/devcontainer.yml	21	# +------+ \|+-------------+ +----------------+\|	COMMENT
LOW	.devcontainer/devcontainer.yml	41	db: misskey	COMMENT
LOW	.devcontainer/devcontainer.yml	61	# db:	COMMENT
LOW	.devcontainer/devcontainer.yml	81		COMMENT
LOW	.devcontainer/devcontainer.yml	101	# #family: 0 # 0=Both, 4=IPv4, 6=IPv6	COMMENT
LOW	.devcontainer/devcontainer.yml	121	# ssl: true	COMMENT
LOW	.devcontainer/devcontainer.yml	141	id: 'aidx'	COMMENT
LOW	.devcontainer/devcontainer.yml	161	# dsn: 'https://examplePublicKey@o0.ingest.sentry.io/0'	COMMENT
LOW	.devcontainer/devcontainer.yml	201	#proxySmtp: http://127.0.0.1:3128 # use HTTP/1.1 CONNECT	COMMENT
LOW	packages/frontend/eslint.config.js	41	tsconfigRootDir: import.meta.dirname,	COMMENT
15 more matches not shown…

Hallucination Indicators3 hits · 30 pts

Severity	File	Line	Snippet	Context
CRITICAL	…d/src/pages/admin/custom-emojis-manager.local.list.vue	327	text: i18n.tsx._customEmojisManager._local._list.confirmUpdateEmojisDescription({ count: updatedItems.length }),	CODE
CRITICAL	…d/src/pages/admin/custom-emojis-manager.local.list.vue	393	text: i18n.tsx._customEmojisManager._local._list.confirmDeleteEmojisDescription({ count: deleteItems.length }),	CODE
CRITICAL	…end/src/pages/admin/custom-emojis-manager.register.vue	244	text: i18n.tsx._customEmojisManager._local._register.confirmRegisterEmojisDescription({ count: MAXIMUM_EMOJI_REGISTER_	CODE

Cross-Language Confusion (JS/TS)4 hits · 20 pts

Severity	File	Line	Snippet	Context
HIGH	…s/frontend/src/components/MkCodeEditor.stories.impl.ts	13	elif (i % 3 == 0) "Fizz"	CODE
HIGH	…s/frontend/src/components/MkCodeEditor.stories.impl.ts	14	elif (i % 5 == 0) "Buzz"	CODE
HIGH	packages/frontend/src/components/MkCode.stories.impl.ts	12	elif (i % 3 == 0) "Fizz"	CODE
HIGH	packages/frontend/src/components/MkCode.stories.impl.ts	13	elif (i % 5 == 0) "Buzz"	CODE

Fake / Example Data16 hits · 18 pts

Severity	File	Line	Snippet	Context
LOW	packages/frontend/src/components/MkPostForm.vue	80	<textarea ref="textareaEl" v-model="text" :class="[$style.text]" :disabled="posting \|\| posted" :readonly="textAreaRead	CODE
LOW	packages/frontend/src/components/MkPreview.vue	50	text: 'Lorem ipsum dolor sit amet, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.',	CODE
LOW	packages/frontend/src/components/MkPreview.vue	50	text: 'Lorem ipsum dolor sit amet, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.',	CODE
LOW	packages/frontend/src/components/MkTextarea.vue	18	:placeholder="placeholder"	CODE
LOW	packages/frontend/src/components/MkSelect.vue	27	:placeholder="placeholder"	CODE
LOW	packages/frontend/src/components/MkInput.vue	20	:placeholder="placeholder"	CODE
LOW	…rontend/src/components/global/MkResult.stories.impl.ts	31	text: 'Lorem Ipsum',	CODE
LOW	packages/frontend/src/pages/settings/preferences.vue	673	<SearchMarker :keywords="['blurhash', 'image', 'photo', 'picture', 'thumbnail', 'placeholder']">	CODE
LOW⚡	packages/backend/test/unit/WebhookTestService.ts	168	expect((calls[2] as UserWebhookPayload<'follow'>).user.id).toBe('dummy-user-1');	CODE
LOW⚡	packages/backend/test/unit/WebhookTestService.ts	177	expect((calls[2] as UserWebhookPayload<'followed'>).user.id).toBe('dummy-user-2');	CODE
LOW⚡	packages/backend/test/unit/WebhookTestService.ts	186	expect((calls[2] as UserWebhookPayload<'unfollow'>).user.id).toBe('dummy-user-3');	CODE
LOW	packages/backend/test/unit/WebhookTestService.ts	229	expect((calls[2] as any).id).toBe('dummy-user-1');	CODE
LOW	packages/backend/src/core/WebhookTestService.ts	22	id: 'dummy-user-1',	CODE
LOW	packages/backend/src/core/WebhookTestService.ts	81	userId: 'dummy-user-1',	CODE
LOW	packages/backend/src/core/WebhookTestService.ts	116	id: 'dummy-user-2',	CODE
LOW	packages/backend/src/core/WebhookTestService.ts	128	id: 'dummy-user-3',	CODE

Structural Annotation Overuse8 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW⚡	.config/example.yml	22	# Step 1: Congratulations! You don't need to do anything.	COMMENT
LOW⚡	.config/example.yml	31	# Step 1: Build and run the Misskey server first.	COMMENT
LOW⚡	.config/example.yml	32	# Step 2: Open <https://your.misskey.example/admin/settings> in	COMMENT
LOW⚡	.config/example.yml	34	# Step 3: Enter the URL of your Git repository in the	COMMENT
LOW⚡	.config/example.yml	58	# Step 1: Uncomment the following line.	COMMENT
LOW	…working-on-frontend/references/knowledge/i18n-usage.md	179	#### Step 1: 新キー追加 (PR A)	COMMENT
LOW	…working-on-frontend/references/knowledge/i18n-usage.md	193	#### Step 2: マージ → Crowdin 翻訳が来るのを待つ	COMMENT
LOW	…working-on-frontend/references/knowledge/i18n-usage.md	199	#### Step 3: 旧キー削除 (PR B)	COMMENT

Verbosity Indicators5 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW⚡	.config/example.yml	22	# Step 1: Congratulations! You don't need to do anything.	COMMENT
LOW⚡	.config/example.yml	31	# Step 1: Build and run the Misskey server first.	COMMENT
LOW⚡	.config/example.yml	32	# Step 2: Open <https://your.misskey.example/admin/settings> in	COMMENT
LOW⚡	.config/example.yml	34	# Step 3: Enter the URL of your Git repository in the	COMMENT
LOW⚡	.config/example.yml	58	# Step 1: Uncomment the following line.	COMMENT

Synthetic Comment Markers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	SECURITY.md	111	We have seen a significant increase in reports generated by AI tools and automated scanners.	CODE

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	.config/example.yml	128	# When changing this setting, you can use one of the following values:	COMMENT

misskey-dev/misskey

Open-Source Code Quality, Security and Technical Debt Review