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 17.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 102 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 0 finding(s).

Agent Over-Engineering Ratio 17.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 102 finding(s).

PR Review Velocity Impact 23.6/100 · LOW

Which changes need focused human review? 102 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 0LOW 102

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 102 distinct pattern matches across 1 syntactic category. 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 Identifiers102 hits · 74 pts

Severity	File	Line	Snippet	Context
LOW	vite.config.js	94	async function sanitizeCanvasSnapshotForServer(snapshot) {	CODE
LOW	vite.config.js	264	function localAssetFilePathFromUrl(src) {	CODE
LOW	src/cowartAssetCache.js	23	export function createCowartAssetObjectUrlCache({	CODE
LOW	src/canvasSnapshot.js	4	export function createCowartSnapshotWithDefaultPage(snapshot) {	CODE
LOW	src/canvasSnapshot.js	45	function pruneRecordsWithMissingDependencies(store, skippedRecords) {	CODE
LOW	src/canvasSnapshot.js	66	function normalizeImageShapeRecord(record) {	CODE
LOW	src/canvasSnapshot.js	84	export function sanitizeCanvasSnapshotForTldraw(snapshot) {	CODE
LOW	src/cowartCanvasSave.js	9	export function attachCowartCanvasSaveSession(editor) {	CODE
LOW	src/widgetStartup.js	3	export function installCowartStartupDiagnostics(appVersion) {	CODE
LOW	src/filmPlayback.js	16	export function attachCowartFilmController(iframe, { duration = 15, muted = false, onStatus = () => {} } = {}) {	CODE
LOW	src/filmConfig.js	20	export function buildFilmGenerationPrompt({ holderShape, userPrompt, target, referenceLines = [], canvasContext = {}, al	CODE
LOW	src/analytics.js	397	export function trackAiGenerationRequested(parameters) {	CODE
LOW⚡	src/App.jsx	1198	function collectAnnotationEditShapeIds(editor, imageShapeId) {	CODE
LOW⚡	src/App.jsx	1207	function collectHtmlDraftAnnotationShapeIds(editor, draftShapeId) {	CODE
LOW⚡	src/App.jsx	1216	function collectAiSlidesAnnotationShapeIds(editor, slidesShapeId) {	CODE
LOW⚡	src/App.jsx	1225	function buildAnnotationEditPrompt({ imageShapeId, shapeIds, exportWidth, exportHeight, screenshotAsset }) {	CODE
LOW⚡	src/App.jsx	1275	function getAnnotationEditExportPixelRatio(bounds) {	CODE
LOW⚡	src/App.jsx	1282	function getAnnotationEditExportSize(exportBounds) {	CODE
LOW⚡	src/App.jsx	1291	function isAnnotationEditExportTooLarge({ width, height }) {	CODE
LOW⚡	src/App.jsx	1298	function prepareAnnotationEditRequest(editor, imageShapeId) {	CODE
LOW⚡	src/App.jsx	6061	function getCowartSelectionSnapshot(editor) {	CODE
LOW⚡	src/App.jsx	6067	function getCowartSelectionRecords(editor) {	CODE
LOW⚡	src/App.jsx	6074	function cowartSelectionRecordsEqual(left, right) {	CODE
LOW	src/App.jsx	367	async function hydrateCowartHtmlDraftLocalImages(htmlContent, options = {}) {	CODE
LOW	src/App.jsx	397	function isCowartHtmlDraftAssetUrl(src) {	CODE
LOW	src/App.jsx	405	function cowartHtmlDraftAssetUrlFromVirtualUrl(src) {	CODE
LOW	src/App.jsx	419	function cowartHtmlDraftVirtualUrl(assetUrl) {	CODE
LOW	src/App.jsx	424	function revokeCowartAssetObjectUrls() {	CODE
LOW	src/App.jsx	435	function cowartAssetReferencesChanged(changes) {	CODE
LOW	src/App.jsx	449	async function resolveCowartTldrawAssetUrl(asset) {	CODE
LOW	src/App.jsx	472	function storeChangedSinceSnapshot(editor, baselineStore) {	CODE
LOW	src/App.jsx	489	function applyRemoteCanvasSnapshot(editor, snapshot, { preserveLocalChanges = false } = {}) {	CODE
LOW	src/App.jsx	583	function isCowartHtmlDraftEmbedShape(shape) {	CODE
LOW	src/App.jsx	668	function createAiImageHolderAtViewportCenter(editor) {	CODE
LOW	src/App.jsx	707	function createAiDraftHolderAtViewportCenter(editor) {	CODE
LOW	src/App.jsx	735	function createAiFilmHolderAtViewportCenter(editor) {	CODE
LOW	src/App.jsx	769	function createAiSlidesAtViewportCenter(editor) {	CODE
LOW	src/App.jsx	844	function adoptGeneratedAiSlidesItems(editor) {	CODE
LOW	src/App.jsx	862	function normalizeAiDraftHolderLabels(editor) {	CODE
LOW	src/App.jsx	875	function copySelectedCowartContent(editor, event) {	CODE
LOW	src/App.jsx	897	function rememberAiSlidesPasteTarget(editor) {	CODE
LOW	src/App.jsx	919	function preparePastedItemForAiSlides(editor, shape, source) {	CODE
LOW	src/App.jsx	937	function movePastedItemsIntoAiSlides(editor) {	CODE
LOW	src/App.jsx	986	function startEditingAnnotationArrowLabel(editor, arrowId) {	CODE
LOW	src/App.jsx	999	function pinAnnotationArrowLabelPosition(editor, arrowId, attempt = 0) {	CODE
LOW	src/App.jsx	1026	function selectAnnotationTextWhenReady(editor, arrowId, attempt = 0) {	CODE
LOW	src/App.jsx	1050	function selectAnnotationTextRange(editor, arrowId) {	CODE
LOW	src/App.jsx	1096	function getDefaultAnnotationArrowBend(dx, dy, scale) {	CODE
LOW	src/App.jsx	1151	function collectAnnotationTargetShapeIds(editor, targetShapeId, isTargetShape, invalidTargetMessage) {	CODE
LOW	src/App.jsx	1245	function buildAnnotationHtmlPrompt({ imageShape, shapeIds, exportWidth, exportHeight, screenshotAsset }) {	CODE
LOW	src/App.jsx	1311	function annotationEditScreenshotFileName() {	CODE
LOW	src/App.jsx	1316	function annotationHtmlScreenshotFileName() {	CODE
LOW	src/App.jsx	1361	function supportsCowartMessageImages() {	CODE
LOW	src/App.jsx	1365	async function sendAnnotationEditRequest(editor, imageShapeId, request) {	CODE
LOW	src/App.jsx	1413	async function sendAnnotationHtmlRequest(editor, imageShapeId) {	CODE
LOW	src/App.jsx	1508	function serializeCowartHtmlDraftDocument(iframeDocument) {	CODE
LOW	src/App.jsx	1561	function captureCowartDomTextSelection(iframeDocument) {	CODE
LOW	src/App.jsx	1576	function restoreCowartDomTextSelection(iframeDocument, selectionSnapshot) {	CODE
LOW	src/App.jsx	1600	function createCowartHtmlDraftDomEditorSession(iframeDocument, { onSave, onRequestExit }) {	CODE
LOW	src/App.jsx	1770	async function waitForHtmlDraftCaptureReady(iframeDocument) {	CODE
42 more matches not shown…

zhongerxin/Cowart

Open-Source Code Quality, Security and Technical Debt Review