1.4

Adjusted Signal

1.4

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

7.8K

Stars

TypeScript

Language

341.3K

Lines of Code

635

Files

375

Pattern Hits

2026-10-31

Scan Date

0.02

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 4.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 346 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.7/100 · LOW

Are imports declared and package/API names verified? 21 finding(s).

Agent Over-Engineering Ratio 4.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 320 finding(s).

PR Review Velocity Impact 7.0/100 · LOW

Which changes need focused human review? 375 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 11HIGH 0MEDIUM 10LOW 354

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 375 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.

Hyper-Verbose Identifiers312 hits · 282 pts

Severity	File	Line	Snippet	Context
LOW	…idraw Automate library and related type definitions.md	5819	function sceneCoordsToViewportCoords(	CODE
LOW	…idraw Automate library and related type definitions.md	5830	function viewportCoordsToSceneCoords(	CODE
LOW	…idraw Automate library and related type definitions.md	5948	function configureObsidianCommonHost(	CODE
LOW	…idraw Automate library and related type definitions.md	5952	function configureObsidianExcalidrawHost(	CODE
LOW	…ata/excalidraw-automate/references/type-definitions.md	5819	function sceneCoordsToViewportCoords(	CODE
LOW	…ata/excalidraw-automate/references/type-definitions.md	5830	function viewportCoordsToSceneCoords(	CODE
LOW	…ata/excalidraw-automate/references/type-definitions.md	5948	function configureObsidianCommonHost(	CODE
LOW	…ata/excalidraw-automate/references/type-definitions.md	5952	function configureObsidianExcalidrawHost(	CODE
LOW	…excalidraw-automate/references/scripts/LayerManager.md	3307	function resolveHistoryDefaultTransition(stateNode) {	CODE
LOW	…excalidraw-automate/references/scripts/LayerManager.md	3324	function getInitialStateNodesWithTheirAncestors(stateNode) {	CODE
LOW	…excalidraw-automate/references/scripts/LayerManager.md	3470	function removeConflictingTransitions(enabledTransitions, stateNodeSet, historyValue) {	CODE
LOW	…excalidraw-automate/references/scripts/LayerManager.md	3558	function areStateNodeCollectionsEqual(prevStateNodes, nextStateNodeSet) {	CODE
LOW	…excalidraw-automate/references/scripts/LayerManager.md	3697	function addDescendantStatesToEnter(stateNode, historyValue, statesForDefaultEntry, statesToEnter) {	CODE
LOW	…excalidraw-automate/references/scripts/LayerManager.md	3760	function addProperAncestorStatesToEnter(stateNode, toStateNode, statesToEnter, historyValue, statesForDefaultEntry) {	CODE
LOW	…excalidraw-automate/references/scripts/LayerManager.md	3793	function resolveAndExecuteActionsWithContext(currentSnapshot, event, actorScope, actions, extra, retries) {	CODE
LOW	…excalidraw-automate/references/scripts/LayerManager.md	3951	function selectEventlessTransitions(nextState, event) {	CODE
LOW	…excalidraw-automate/references/scripts/LayerManager.md	4827	function resolveHistoryReferencedState(root, referenced) {	CODE
LOW⚡	…ta/excalidraw-automate/references/scripts/Slideshow.md	572	function getSlideshowDisplayIdentity(display) {	CODE
LOW⚡	…ta/excalidraw-automate/references/scripts/Slideshow.md	581	function getSlideshowDisplayConfigurationKey(displays) {	CODE
LOW⚡	…ta/excalidraw-automate/references/scripts/Slideshow.md	585	function resolveSlideshowDisplayTarget(displays, preferredId, preferredIdentity) {	CODE
LOW⚡	…ta/excalidraw-automate/references/scripts/Slideshow.md	1416	function resolvePresentationSource(choices, sourceKey) {	CODE
LOW⚡	…ta/excalidraw-automate/references/scripts/Slideshow.md	1421	function getPresentationSourceType(sourceKey) {	CODE
LOW⚡	…ta/excalidraw-automate/references/scripts/Slideshow.md	1424	function getLinePresentationSourceKey(element) {	CODE
LOW⚡	…ta/excalidraw-automate/references/scripts/Slideshow.md	2996	async function saveSlideshowLaunchPreferences(ea2, preferences) {	CODE
LOW⚡	…ta/excalidraw-automate/references/scripts/Slideshow.md	3006	function loadSlideshowPresentationSource(ea2, drawingPath) {	CODE
LOW⚡	…ta/excalidraw-automate/references/scripts/Slideshow.md	3013	async function saveSlideshowPresentationSource(ea2, drawingPath, source) {	CODE
LOW⚡	…ta/excalidraw-automate/references/scripts/Slideshow.md	6943	function chooseSidepanelPresentationSourceKey(choices, storedSource, preferredType) {	CODE
LOW⚡	…ta/excalidraw-automate/references/scripts/Slideshow.md	6949	function getConvertibleSelectedLine(ea2) {	CODE
LOW⚡	…ta/excalidraw-automate/references/scripts/Slideshow.md	6954	function getDeclarableSelectedFrame(ea2) {	CODE
LOW⚡	…ta/excalidraw-automate/references/scripts/Slideshow.md	6960	function getPresentationSourceLabels(choices, frameLabel, defaultLineLabel) {	CODE
LOW⚡	…ta/excalidraw-automate/references/scripts/Slideshow.md	8711	function resolveManualInvocationIntent(modifiers) {	CODE
LOW⚡	…ta/excalidraw-automate/references/scripts/Slideshow.md	8718	function chooseManualPresentationSourceKey(choices, selectedSource, savedSource, preferredType) {	CODE
LOW⚡	…ta/excalidraw-automate/references/scripts/Slideshow.md	8728	function getElementPresentationSourceKey(element) {	CODE
LOW⚡	…ta/excalidraw-automate/references/scripts/Slideshow.md	8733	function registerSlideshowElementActionProvider(context) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	430	function createSlideshowTranslator(locale) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	457	function chooseClosestNativeWindow(windows, geometry) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	602	function onDisplayConfigurationChanged(win, callback) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	633	function chooseDefaultDisplayTargets(displays, currentDisplayId) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	715	function resolveCapturedNativeWindow(win, snapshot) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	753	async function restoreWindowPlacementStable(win, snapshot, timeoutMs = 2400, monitorMs = 900) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	813	function expandSlideRectToAspectRatio(slide, dimensions) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	879	function isOptionalNonNegativeNumber(value) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	888	function readOriginalPathProperties(value) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	972	function hasFrameSlideshowDeclaration(customData) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	1014	function readLegacyLineSlideshowData(customData) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	1119	function reconcileLineSlideRecords(records, pairCount, pathId, points) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	1530	function getAnimationElementContext(elements) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	1548	function getAnimationOverlayPlacement(bounds, state, hostViewportOrigin) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	1684	function resolveAnimationTargetElementIds(slideScope, targets, elements) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	1712	function recycleMissingAnimationTargets(steps, elements) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	1772	function removeAnimationTargetConflicts(slideScope, steps, incomingTargets, elements, editedStepId, incomingEffect) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	2722	function getSceneVisualFingerprint(elements) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	2742	function getSlideVisualFingerprint(elements, slide) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	2978	function loadSlideshowLaunchPreferences(ea2) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	3048	function loadSlideshowDisplayPreferences(ea2, deviceKey, configurationKey) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	3066	async function saveSlideshowDisplayPreferences(ea2, deviceKey, preferences, configurationKey) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	3095	function loadPresenterNotesFontSize(ea2, deviceKey, configurationKey, displayIdentity) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	3114	async function savePresenterNotesFontSize(ea2, fontSize, deviceKey, configurationKey, displayIdentity) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	3138	function loadSorterThumbnailMaxWidth(ea2) {	CODE
LOW	…ta/excalidraw-automate/references/scripts/Slideshow.md	3143	async function saveSorterThumbnailMaxWidth(ea2, width) {	CODE
252 more matches not shown…

Hallucination Indicators11 hits · 110 pts

Severity	File	Line	Snippet	Context
CRITICAL	…ta/excalidraw-automate/references/scripts/Slideshow.md	3824	return this.options.setup.deck.visibleSlides.find((slide) => slide.id === slideId) ?? null;	CODE
CRITICAL	…ta/excalidraw-automate/references/scripts/Slideshow.md	3842	await this.options.ea.obsidian.MarkdownRenderer.render(	CODE
CRITICAL	…idence/3022/observer-inflight-close-control-source.txt	23	const before={at:Date.now(),dirty:view.isDirty(),busy:view.isPersistenceBusy(),pendingSave:saveHandle?{settled:saveHa	CODE
CRITICAL	ea-scripts/Slideshow.md	3895	return this.options.setup.deck.visibleSlides.find((slide) => slide.id === slideId) ?? null;	CODE
CRITICAL	ea-scripts/Slideshow.md	3913	await this.options.ea.obsidian.MarkdownRenderer.render(	CODE
CRITICAL	ea-scripts/Mindmap Builder.md	10353	runtimeContext.ea.targetView.ownerDocument.body.appendChild(modalEl);	CODE
CRITICAL	ea-scripts/Mindmap Builder.md	13354	runtimeContext.ea.targetView.ownerDocument.body.appendChild(modalEl);	CODE
CRITICAL	src/core/managers/PluginSettingsManager.ts	401	const stat = await this.host.app.vault.adapter.stat(	CODE
CRITICAL	src/shared/ExcalidrawAutomate.ts	1053	this.plugin.app.workspace.leftSplit.toggle();	CODE
CRITICAL	src/shared/ExcalidrawAutomate.ts	1057	this.plugin.app.workspace.rightSplit.toggle();	CODE
CRITICAL	src/shared/Dialogs/CLIInstructions.ts	13	try { await this.contentEl.ownerDocument.defaultView.navigator.clipboard.writeText(instructions); }	CODE

Decorative Section Separators8 hits · 29 pts

Severity	File	Line	Snippet	Context
MEDIUM	ea-scripts/Color Scheme Manager.md	1491	const SAMPLE_IMPORT = `# ===========================================================================	CODE
MEDIUM	ea-scripts/Color Scheme Manager.md	1493	# ===========================================================================	COMMENT
MEDIUM⚡	ea-scripts/Color Scheme Manager.md	1507	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	ea-scripts/Color Scheme Manager.md	1509	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	ea-scripts/Color Scheme Manager.md	1517	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	ea-scripts/Color Scheme Manager.md	1519	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	src/shared/EmbeddedFileLoader.ts	2958	// ─── MathJax CHTML stylesheet helpers ────────────────────────────────────────	COMMENT
MEDIUM	src/shared/EmbeddedFileLoader.ts	3068	// ─────────────────────────────────────────────────────────────────────────────	COMMENT

Over-Commented Block23 hits · 23 pts

Severity	File	Line	Snippet	Context
LOW	docs/AITrainingData/ExcalidrawStartupExample.md	641	return exportFilepath;	COMMENT
LOW	docs/AITrainingData/ExcalidrawStartupExample.md	761	// callback: (elements, appState, files, view, hookEA) => {	COMMENT
LOW	…Data/excalidraw-automate/references/startup-scripts.md	321	* ea: ExcalidrawAutomate	COMMENT
LOW	…Data/excalidraw-automate/references/startup-scripts.md	981	exportFilepath = "Assets/logos/" + filename;	COMMENT
LOW	…Data/excalidraw-automate/references/startup-scripts.md	1101	// triggerWhenInvisible: false,	COMMENT
LOW	…excalidraw-automate/references/scripts/LayerManager.md	13761	#promptInteractionService;	COMMENT
LOW	…excalidraw-automate/references/scripts/LayerManager.md	13781	#latestSelectionResolution = null;	COMMENT
LOW	…/excalidraw-automate/references/scripts/Auto Layout.md	81	displayText:	COMMENT
LOW	ea-scripts/LayerManager.md	13761	#promptInteractionService;	COMMENT
LOW	ea-scripts/LayerManager.md	13781	#latestSelectionResolution = null;	COMMENT
LOW	ea-scripts/Capture Note.md	2941	// -------------------------------------------------------------	COMMENT
LOW	ea-scripts/Auto Layout.md	81	displayText:	COMMENT
LOW	ea-scripts/Comic Strip Director.md	401	}	COMMENT
LOW	ea-scripts/Comic Strip Director.md	3481	stepWrap.empty();	COMMENT
LOW	ea-scripts/Color Scheme Manager.md	521	console.error("Color Scheme Manager: color picker failed", e);	COMMENT
LOW	ea-scripts/Color Scheme Manager.md	821	"black", // fixed anchor	COMMENT
LOW	ea-scripts/Color Scheme Manager.md	1501	# canvas picker grid).	COMMENT
LOW	.github/workflows/codeql-analysis.yml	1	# For most projects, this workflow file will not need changing; you simply need	COMMENT
LOW	.github/workflows/codeql-analysis.yml	61	# ✏️ If the Autobuild fails above, remove it and uncomment the following three lines	COMMENT
LOW	src/constants/assets/startupScript.md	321	// trackElements: true,	COMMENT
LOW	src/shared/ExcalidrawData.ts	921	// --------------	COMMENT
LOW	src/shared/MarkdownImage.ts	681	rememberRenderedMarkdownImage(view, element.id, markdown, sourceFile);	COMMENT
LOW	src/view/ExcalidrawView.ts	7821	return;	COMMENT

Fake / Example Data10 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	docs/CLI.md	184	"default": "placeholder",	CODE
LOW	docs/AITrainingData/excalidraw-cli/SKILL.md	23	For cheap previews: :read detail=images, then :export imagePolicy={"default":"placeholder","rules":[{"ids":["wanted-id"]	CODE
LOW	src/core/cli/cliExportGeometry.ts	17	const converted = await prepareImagePreview(elements, {}, parseImagePolicy({ default: "placeholder" }), new Map());	CODE
LOW	src/core/cli/cliExport.ts	90	.filter(item => item.mode !== "placeholder" && item.fileId !== null)	CODE
LOW	src/core/cli/cliCommands.ts	72	For cheap previews: :read detail=images, then :export imagePolicy={"default":"placeholder","rules":[{"ids":["wanted-id"]	CODE
LOW	src/core/cli/cliImages.ts	10	type Mode = "original" \| "thumbnail" \| "placeholder";	CODE
LOW	src/core/cli/cliImages.ts	28	if (value !== "original" && value !== "thumbnail" && value !== "placeholder") throw new CLIError("INVALID_INPUT", "E	CODE
LOW	src/core/cli/cliImages.ts	161	if (decision.mode === "placeholder") {	CODE
LOW	src/core/cli/cliSchema.ts	30	default: { enum: ["original", "thumbnail", "placeholder"] },	CODE
LOW	src/core/cli/cliSchema.ts	36	mode: { enum: ["original", "thumbnail", "placeholder"] },	CODE

Verbosity Indicators4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	src/utils/ExcalidrawExtrasGateway.ts	265	// Step 1: Install Plugin	COMMENT
LOW	src/utils/ExcalidrawExtrasGateway.ts	283	// Step 2: Plugin installed but disabled	COMMENT
LOW	src/utils/ExcalidrawExtrasGateway.ts	319	// Step 3: API & Version Checks	COMMENT
LOW	src/utils/ExcalidrawExtrasGateway.ts	362	// Step 4: Enable Specific Feature Setting	COMMENT

Structural Annotation Overuse4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	src/utils/ExcalidrawExtrasGateway.ts	265	// Step 1: Install Plugin	COMMENT
LOW	src/utils/ExcalidrawExtrasGateway.ts	283	// Step 2: Plugin installed but disabled	COMMENT
LOW	src/utils/ExcalidrawExtrasGateway.ts	319	// Step 3: API & Version Checks	COMMENT
LOW	src/utils/ExcalidrawExtrasGateway.ts	362	// Step 4: Enable Specific Feature Setting	COMMENT

Modern AI Meta-Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	RefactorPlan.md	302	\| 2026-09-06 \| Made Markdown-image/embeddable conversion transactional after live race diagnostics \| The prior conversio	CODE

AI Slop Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	package-lock.json	11460	"resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.3.tgz",	CODE

TODO Padding1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	src/view/ExcalidrawView.ts	5138	textElement.rawText, //TODO: implement originalText support in ExcalidrawAutomate	CODE

zsviczian/obsidian-excalidraw-plugin

Open-Source Code Quality, Security and Technical Debt Review