0.4

Adjusted Signal

0.4

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

5.8K

Stars

TypeScript

Language

720.6K

Lines of Code

3.5K

Files

254

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 0.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 84 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.1/100 · LOW

Are imports declared and package/API names verified? 159 finding(s).

Agent Over-Engineering Ratio 0.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 65 finding(s).

PR Review Velocity Impact 1.9/100 · LOW

Which changes need focused human review? 254 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 0MEDIUM 11LOW 243

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 254 distinct pattern matches across 7 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 Data159 hits · 160 pts

Severity	File	Line	Snippet	Context
LOW	demo/src/ha-demo.ts	5	import type { MockHomeAssistant } from "../../src/fake_data/provide_hass";	CODE
LOW	demo/src/ha-demo.ts	6	import { provideHass } from "../../src/fake_data/provide_hass";	CODE
LOW	demo/src/custom-cards/ha-demo-card.ts	10	import type { MockHomeAssistant } from "../../../src/fake_data/provide_hass";	CODE
LOW	demo/src/custom-cards/ha-demo-next-card.ts	12	import type { MockHomeAssistant } from "../../../src/fake_data/provide_hass";	CODE
LOW	demo/src/configs/demo-configs.ts	4	import type { MockHomeAssistant } from "../../../src/fake_data/provide_hass";	CODE
LOW	demo/src/configs/demo-configs.ts	12	import type { EntityInput } from "../../../src/fake_data/entities/types";	CODE
LOW	demo/src/configs/types.ts	5	import type { EntityInput } from "../../../src/fake_data/entities/types";	CODE
LOW	test/panels/home/ha-panel-home.test.ts	2	import { provideHass } from "../../../src/fake_data/provide_hass";	CODE
LOW	test/panels/marketplace/warning.test.ts	4	import type { MockHomeAssistant } from "../../../src/fake_data/provide_hass";	CODE
LOW	test/panels/marketplace/warning.test.ts	5	import { provideHass } from "../../../src/fake_data/provide_hass";	CODE
LOW	test/panels/marketplace/dialog-host.ts	2	import { provideHass } from "../../../src/fake_data/provide_hass";	CODE
LOW	test/panels/marketplace/discover.test.ts	6	import { provideHass } from "../../../src/fake_data/provide_hass";	CODE
LOW	test/panels/marketplace/my-redirect.test.ts	6	import { provideHass } from "../../../src/fake_data/provide_hass";	CODE
LOW	test/panels/marketplace/dashboard.test.ts	3	import type { MockHomeAssistant } from "../../../src/fake_data/provide_hass";	CODE
LOW	test/panels/marketplace/dashboard.test.ts	4	import { provideHass } from "../../../src/fake_data/provide_hass";	CODE
LOW	test/panels/marketplace/repository-dashboard.test.ts	10	import { provideHass } from "../../../src/fake_data/provide_hass";	CODE
LOW	test/panels/marketplace/custom-repositories.test.ts	8	import { provideHass } from "../../../src/fake_data/provide_hass";	CODE
LOW	…st/panels/lovelace/cards/hui-date-card-helpers.test.ts	15	import { demoConfig } from "../../../../src/fake_data/demo_config";	CODE
LOW	test/fake_data/entities/media-player-entity.test.ts	3	import { MockMediaPlayerEntity } from "../../../src/fake_data/entities/media-player-entity";	CODE
LOW	test/common/datetime/format_date.test.ts	22	import { demoConfig } from "../../../src/fake_data/demo_config";	CODE
LOW	test/common/datetime/format_date_time.test.ts	17	import { demoConfig } from "../../../src/fake_data/demo_config";	CODE
LOW	test/common/datetime/format_time.test.ts	17	import { demoConfig } from "../../../src/fake_data/demo_config";	CODE
LOW	test/common/entity/compute_state_display.test.ts	18	import { demoConfig } from "../../../src/fake_data/demo_config";	CODE
LOW	test/common/entity/value_parts.test.ts	16	import { demoConfig } from "../../../src/fake_data/demo_config";	CODE
LOW	test/layouts/hass-tabs-subpage.test.ts	3	import { provideHass } from "../../src/fake_data/provide_hass";	CODE
LOW	test/e2e/onboarding.spec.ts	2	import { demoConfig } from "../../src/fake_data/demo_config";	CODE
LOW	test/e2e/app/src/onboarding.ts	2	import { demoConfig } from "../../../../src/fake_data/demo_config";	CODE
LOW	test/e2e/app/src/onboarding.ts	3	import { demoPanels } from "../../../../src/fake_data/demo_panels";	CODE
LOW	test/e2e/app/src/ha-test.ts	4	import type { MockHomeAssistant } from "../../../../src/fake_data/provide_hass";	CODE
LOW	test/e2e/app/src/ha-test.ts	6	import { provideHass } from "../../../../src/fake_data/provide_hass";	CODE
LOW	test/e2e/app/src/ha-test.ts	45	import { demoConfig } from "../../../../src/fake_data/demo_config";	CODE
LOW	test/e2e/app/src/scenarios/index.ts	19	import type { MockHomeAssistant } from "../../../../../src/fake_data/provide_hass";	CODE
LOW	test/data/demo-water-statistics.test.ts	4	import type { MockHomeAssistant } from "../../src/fake_data/provide_hass";	CODE
LOW	cast/src/receiver/demo/cast-demo-entities.ts	1	import type { EntityInput } from "../../../../src/fake_data/entities/types";	CODE
LOW	cast/src/receiver/layout/hc-demo.ts	6	import type { MockHomeAssistant } from "../../../../src/fake_data/provide_hass";	CODE
LOW	cast/src/receiver/layout/hc-demo.ts	7	import { provideHass } from "../../../../src/fake_data/provide_hass";	CODE
LOW	gallery/src/data/text.ts	2	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nunc laoreet velit ut elit volutpat, eget ultrices odio lacinia	CODE
LOW	gallery/src/data/text.ts	2	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nunc laoreet velit ut elit volutpat, eget ultrices odio lacinia	CODE
LOW	gallery/src/data/calendar.ts	5	import type { MockHomeAssistant } from "../../../src/fake_data/provide_hass";	CODE
LOW	gallery/src/pages/misc/integration-card.ts	11	import { provideHass } from "../../../../src/fake_data/provide_hass";	CODE
LOW	gallery/src/pages/misc/ha-markdown.ts	44	> Lorem ipsum dolor sit amet, consectetur adipiscing elit. Integer dictum quis ante eu eleifend. Integer sed [consectetu	CODE
LOW	gallery/src/pages/misc/ha-markdown.ts	44	> Lorem ipsum dolor sit amet, consectetur adipiscing elit. Integer dictum quis ante eu eleifend. Integer sed [consectetu	CODE
LOW	gallery/src/pages/misc/cloud-account.ts	19	import type { MockHomeAssistant } from "../../../../src/fake_data/provide_hass";	CODE
LOW	gallery/src/pages/misc/cloud-account.ts	20	import { provideHass } from "../../../../src/fake_data/provide_hass";	CODE
LOW	gallery/src/pages/misc/entity-state.ts	15	import { provideHass } from "../../../../src/fake_data/provide_hass";	CODE
LOW	gallery/src/pages/more-info/water-heater.ts	7	import type { MockHomeAssistant } from "../../../../src/fake_data/provide_hass";	CODE
LOW	gallery/src/pages/more-info/water-heater.ts	8	import { provideHass } from "../../../../src/fake_data/provide_hass";	CODE
LOW	gallery/src/pages/more-info/input-text.ts	6	import type { MockHomeAssistant } from "../../../../src/fake_data/provide_hass";	CODE
LOW	gallery/src/pages/more-info/input-text.ts	7	import { provideHass } from "../../../../src/fake_data/provide_hass";	CODE
LOW	gallery/src/pages/more-info/climate.ts	6	import type { MockHomeAssistant } from "../../../../src/fake_data/provide_hass";	CODE
LOW	gallery/src/pages/more-info/climate.ts	7	import { provideHass } from "../../../../src/fake_data/provide_hass";	CODE
LOW	gallery/src/pages/more-info/lock.ts	6	import type { MockHomeAssistant } from "../../../../src/fake_data/provide_hass";	CODE
LOW	gallery/src/pages/more-info/lock.ts	7	import { provideHass } from "../../../../src/fake_data/provide_hass";	CODE
LOW	gallery/src/pages/more-info/calendar.ts	9	import type { MockHomeAssistant } from "../../../../src/fake_data/provide_hass";	CODE
LOW	gallery/src/pages/more-info/calendar.ts	10	import { provideHass } from "../../../../src/fake_data/provide_hass";	CODE
LOW	gallery/src/pages/more-info/input-number.ts	6	import type { MockHomeAssistant } from "../../../../src/fake_data/provide_hass";	CODE
LOW	gallery/src/pages/more-info/input-number.ts	7	import { provideHass } from "../../../../src/fake_data/provide_hass";	CODE
LOW	gallery/src/pages/more-info/media-player.ts	6	import type { MockHomeAssistant } from "../../../../src/fake_data/provide_hass";	CODE
LOW	gallery/src/pages/more-info/media-player.ts	7	import { provideHass } from "../../../../src/fake_data/provide_hass";	CODE
LOW	gallery/src/pages/more-info/vacuum.ts	6	import type { MockHomeAssistant } from "../../../../src/fake_data/provide_hass";	CODE
99 more matches not shown…

Hyper-Verbose Identifiers54 hits · 56 pts

Severity	File	Line	Snippet	Context
LOW	test/e2e/app/src/helpers.ts	97	export async function ensureAppSidebarPanelVisible(page: Page, panel: string) {	CODE
LOW	test/e2e/gallery/helpers.ts	50	async function expectGalleryPageSelector(page: Page, selector: string) {	CODE
LOW	landing-page/src/data/supervisor.ts	91	export async function getSupervisorResolutionInfo(): Promise<HassioResolution> {	CODE
LOW	build-scripts/gulp/download-translations.js	50	function convertBackendTranslations(data, _file) {	CODE
LOW	…c/resources/echarts/components/sankey/sankey-layout.ts	171	function processEdgeForPassThrough(	CODE
LOW	…c/resources/echarts/components/sankey/sankey-layout.ts	513	function sectionHasMultipleParents(	CODE
LOW	…c/resources/echarts/components/sankey/sankey-layout.ts	694	export function calculateSectionDimensions(	CODE
LOW	…c/resources/echarts/components/sankey/sankey-layout.ts	900	function sortEdgesByTargetPosition(	CODE
LOW	…c/resources/echarts/components/sankey/sankey-layout.ts	921	function generatePassThroughPoints(	CODE
LOW	src/panels/calendar/recurrence.ts	200	export function getMonthlyRepeatWeekdayFromRule(	CODE
LOW	src/panels/calendar/recurrence.ts	217	export function getMonthdayRepeatFromRule(	CODE
LOW	…nfig/tools/debug/ha-debug-viewport-environment-card.ts	90	function collectMediaFeatureMatches(): Record<string, boolean> {	CODE
LOW	…nfig/tools/debug/ha-debug-viewport-environment-card.ts	137	function collectViewportEnvironmentSnapshot(): ViewportEnvironmentSnapshot {	CODE
LOW	…tions/integration-panels/matter/matter-network-data.ts	170	export function createMatterNetworkChartData(	CODE
LOW	…ntegrations/integration-panels/zha/zha-network-data.ts	25	export function createZHANetworkChartData(	CODE
LOW	src/panels/config/common/suggest-metadata-ai.ts	219	export async function processMetadataSuggestion(	CODE
LOW	…velace/dashboards/pick-available-dashboard-url-path.ts	4	export function pickAvailableDashboardUrlPath(	CODE
LOW	src/panels/lovelace/strategies/get-strategy.ts	380	async function readDashboardCreateSuggestions(	CODE
LOW	src/panels/lovelace/strategies/get-strategy.ts	392	export async function loadDashboardStrategyWithCreateSuggestions(	CODE
LOW	…anels/lovelace/cards/energy/energy-solar-graph-data.ts	56	export function generateEnergySolarGraphData(	CODE
LOW	…elace/cards/energy/energy-devices-detail-graph-data.ts	344	export function generateEnergyDevicesDetailGraphData(	CODE
LOW	…nels/lovelace/cards/energy/power-sources-graph-data.ts	126	export function generatePowerSourcesGraphData(	CODE
LOW	…/panels/lovelace/cards/energy/energy-gas-graph-data.ts	48	export function generateEnergyGasGraphData(	CODE
LOW	…s/lovelace/cards/energy/common/energy-chart-options.ts	102	function createYAxisLabelFormatter(	CODE
LOW	…s/lovelace/cards/energy/common/energy-chart-options.ts	553	export function splitUntrackedConsumption(	CODE
LOW	src/panels/lovelace/common/has-changed.ts	53	function compareEntityDisplayEntry(	CODE
LOW	src/panels/lovelace/common/has-changed.ts	89	export function hasConfigOrEntitiesChanged(	CODE
LOW	src/panels/lovelace/common/validate-condition.ts	236	function checkStateNumericCondition(	CODE
LOW	src/panels/lovelace/common/validate-condition.ts	281	function checkViewColumnsCondition(	CODE
LOW	src/panels/lovelace/common/validate-condition.ts	550	export function extractConditionEntityIds(	CODE
LOW	src/panels/lovelace/common/validate-condition.ts	639	function validateLocationCondition(condition: LocationCondition) {	CODE
LOW⚡	src/panels/lovelace/common/validate-condition.ts	667	function validateAndCondition(condition: AndCondition) {	CODE
LOW⚡	src/panels/lovelace/common/validate-condition.ts	675	function validateOrCondition(condition: OrCondition) {	CODE
LOW⚡	src/panels/lovelace/common/validate-condition.ts	679	function validateViewColumnsCondition(condition: ViewColumnsCondition) {	CODE
LOW⚡	src/panels/lovelace/common/validate-condition.ts	683	function validateNumericStateCondition(condition: NumericStateCondition) {	CODE
LOW⚡	src/panels/lovelace/common/validate-condition.ts	691	export function validateConditionalConfig(	CODE
LOW	…ard-features/get-more-info-hint-card-feature-editor.ts	3	export async function getMoreInfoHintCardFeatureEditor(): Promise<LovelaceCardFeatureEditor> {	CODE
LOW	…panels/lovelace/views/sections-background-alignment.ts	16	export function computeSectionsBackgroundAlignment(	CODE
LOW	…-control/cover/ha-state-control-cover-tilt-position.ts	25	export function generateTiltSliderTrackBackgroundGradient() {	CODE
LOW	…/components/chart/state-history-chart-timeline-data.ts	106	export function downSampleTimelineSegments(	CODE
LOW	…/components/chart/state-history-chart-timeline-data.ts	152	export function generateStateHistoryChartTimelineData(	CODE
LOW	src/components/chart/timeline-color.ts	23	function computeTimelineStateColor(	CODE
LOW	src/components/chart/timeline-color.ts	95	function computeTimeLineGenericColor(	CODE
LOW	src/components/chart/state-history-chart-line-data.ts	48	export function generateStateHistoryChartLineData(	CODE
LOW	src/components/chart/axis-label.ts	15	export function getPeriodicAxisLabelConfig(	CODE
LOW	src/components/chart/statistics-chart-data.ts	101	export function generateStatisticsChartData(	CODE
LOW	src/components/chart/y-axis-fraction-digits.ts	30	export function computeYAxisFractionDigits(	CODE
LOW	src/components/chart/y-axis-fraction-digits.ts	82	export function createYAxisPrecisionBounds(options: {	CODE
LOW	src/common/condition/listeners.ts	21	function scheduleTimeBoundaryListener(	CODE
LOW	src/entrypoints/service-worker.ts	279	function notificationEventCallback(eventType, event) {	CODE
LOW	src/data/valve.ts	78	export function computeValvePositionStateDisplay(	CODE
LOW	src/data/energy.ts	65	export function validateEnergyCollectionKey(key: string \| undefined) {	CODE
LOW	src/data/fan.ts	123	export function computeFanSpeedStateDisplay(	CODE
LOW	src/data/cover.ts	116	export function computeCoverPositionStateDisplay(	CODE

Decorative Section Separators11 hits · 33 pts

Severity	File	Line	Snippet	Context
MEDIUM	test/e2e/helpers.ts	6	// ── Timeouts ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	test/e2e/helpers.ts	19	// ── Error filtering ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	test/e2e/app/src/smoke.ts	15	// ── Config dashboard links ───────────────────────────────────────────────────	COMMENT
MEDIUM	test/e2e/app/src/smoke.ts	44	// ── More-info dialog views ───────────────────────────────────────────────────	COMMENT
MEDIUM	test/e2e/app/src/smoke.ts	89	// ── Route smoke tests ────────────────────────────────────────────────────────	COMMENT
MEDIUM	test/e2e/app/src/scenarios/index.ts	32	// ── Individual scenarios ───────────────────────────────────────────────────	COMMENT
MEDIUM	test/e2e/app/src/scenarios/index.ts	510	// ── Registry ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	.github/workflows/e2e.yaml	57	# ── Build the demo once and share it across test jobs via artifact ──────────	COMMENT
MEDIUM	.github/workflows/e2e.yaml	88	# ── Build the e2e test app and share it via artifact ────────────────────────	COMMENT
MEDIUM	.github/workflows/e2e.yaml	119	# ── Build the gallery and share it via artifact ─────────────────────────────	COMMENT
MEDIUM	.github/workflows/e2e.yaml	150	# ── Run Playwright tests against Chromium ──────────────────────────────────	COMMENT

Over-Commented Block25 hits · 25 pts

Severity	File	Line	Snippet	Context
LOW	demo/src/configs/teachingbirds/lovelace.ts	241	{	COMMENT
LOW	demo/src/configs/teachingbirds/lovelace.ts	261	// },	COMMENT
LOW	demo/src/configs/teachingbirds/lovelace.ts	661	},	COMMENT
LOW	demo/src/configs/teachingbirds/lovelace.ts	741	// },	COMMENT
LOW	demo/src/configs/teachingbirds/lovelace.ts	761	// entity: "light.living_room_ceiling_light_level",	COMMENT
LOW	demo/src/configs/arsaboo/lovelace.ts	381	"font-family": "Helvetica",	COMMENT
LOW	demo/src/configs/kernehed/lovelace.ts	161	{	COMMENT
LOW	demo/src/configs/kernehed/lovelace.ts	181	// "sensor.fibaro_system_unknown_type0c02_id1003_temperature_2",	COMMENT
LOW	.github/labeler.yml	1	# Path rules for .github/workflows/labeler.yaml, which runs actions/labeler on	COMMENT
LOW	.github/move.yml	1	# Configuration for move-issues - https://github.com/dessant/move-issues	COMMENT
LOW	build-scripts/gulp/licenses.js	21	// license files and we must pick the right one for the bundled code).	COMMENT
LOW	src/resources/polyfills/intl-pluralrules.ts	1	// Install the Intl.PluralRules polyfill together with its locale data.	COMMENT
LOW	src/resources/echarts/axis-proxy-patch.ts	1	// Patch ECharts AxisProxy to support a "boundaryFilter" filterMode.	COMMENT
LOW	src/panels/lovelace/cards/hui-picture-elements-card.ts	21	import { PictureElementsEditorPreviewController } from "./picture-elements/editor-preview-controller";	COMMENT
LOW	src/components/ha-code-editor.ts	1181	completionFrom = pos;	COMMENT
LOW	src/components/ha-code-editor.ts	1201	// PropertyName "light"	COMMENT
LOW	src/components/chart/y-axis-fraction-digits.ts	1	import { intervalScaleEnsureValidExtent } from "echarts/lib/scale/helper";	COMMENT
LOW	src/common/dom/fire_event.ts	1	// Polymer legacy event helpers used courtesy of the Polymer project.	COMMENT
LOW	src/common/string/is_timestamp.ts	1	// https://stackoverflow.com/a/14322189/1947205	COMMENT
LOW	src/common/string/is_hostname.ts	1	// RFC 1123 hostname label: 1-63 chars, alphanumeric, with hyphens allowed	COMMENT
LOW	src/common/string/filter/filter.ts	1	/* eslint-disable no-console */	COMMENT
LOW	src/common/string/filter/char-code.ts	1	// MIT License	COMMENT
LOW	src/entrypoints/service-worker.ts	21	// eslint-disable-next-line @typescript-eslint/naming-convention	COMMENT
LOW	src/data/energy.ts	1801	// Solar -> Battery_In	COMMENT
LOW	src/data/scene.ts	81	}	COMMENT

Verbosity Indicators2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	cast/src/launcher/layout/hc-cast.ts	169	// We first do a single refresh because we need to check if there is LL	COMMENT
LOW	cast/src/receiver/layout/hc-main.ts	302	// We first do a single refresh because we need to check if there is LL	COMMENT

Slop Phrases2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	.github/ISSUE_TEMPLATE/bug_report.yml	90	Provide the full name and don't forget to add the version!	CODE
LOW	.github/ISSUE_TEMPLATE/bug_report.yml	97	Don't forget to add the version!	CODE

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…nels/lovelace/cards/energy/power-sources-graph-data.ts	36	function processData(	CODE

home-assistant/frontend

Open-Source Code Quality, Security and Technical Debt Review