1.5

Adjusted Signal

1.5

Raw Pattern Score

100%

Time Factor

2026-10-23

Last Push

49.3K

Stars

TypeScript

Language

79.7K

Lines of Code

694

Files

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 7.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 82 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.3/100 · LOW

Are imports declared and package/API names verified? 5 finding(s).

Agent Over-Engineering Ratio 2.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 31 finding(s).

PR Review Velocity Impact 5.3/100 · LOW

Which changes need focused human review? 87 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 87

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 87 distinct pattern matches across 4 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.

Structural Annotation Overuse45 hits · 80 pts

Severity	File	Line	Snippet	Context
LOW⚡	plans/018-server-side-remote-auth.md	113	### Step 1: Confirm the design (STOP-gated)	COMMENT
LOW⚡	plans/018-server-side-remote-auth.md	119	### Step 2: Mint and expose a session token	COMMENT
LOW⚡	plans/018-server-side-remote-auth.md	126	### Step 3: Enforce on the HTTP middleware	COMMENT
LOW⚡	plans/018-server-side-remote-auth.md	132	### Step 4: Enforce on the ws sinks	COMMENT
LOW⚡	plans/018-server-side-remote-auth.md	137	### Step 5: Update the client callers	COMMENT
LOW⚡	plans/018-server-side-remote-auth.md	142	### Step 6: Unit-test the verifier	COMMENT
LOW	plans/017-ws-origin-validation.md	82	### Step 1: Add an origin allow-list helper	COMMENT
LOW	plans/017-ws-origin-validation.md	104	### Step 2: Gate the Monaco write handler	COMMENT
LOW	plans/017-ws-origin-validation.md	126	### Step 3: Gate server-ref persistence if applicable	COMMENT
LOW	plans/017-ws-origin-validation.md	136	### Step 4: Unit test the helper	COMMENT
LOW	plans/013-build-temp-server-port.md	95	### Step 1: Import `getPort`	COMMENT
LOW	plans/013-build-temp-server-port.md	102	### Step 2: og-image block — free port + try/finally	COMMENT
LOW	plans/013-build-temp-server-port.md	141	### Step 4: Build / typecheck / lint	COMMENT
LOW	plans/020-getslide-lookup-map.md	72	### Step 1: Extract a pure lookup builder	COMMENT
LOW	plans/020-getslide-lookup-map.md	89	### Step 2: Memoize it and route `getSlide` through it	COMMENT
LOW	plans/020-getslide-lookup-map.md	108	### Step 3: Unit-test the builder	COMMENT
LOW	plans/019-getroots-cache-per-entry.md	87	### Step 1: Replace the single-slot cache with a per-entry Map + last-roots pointer	COMMENT
LOW	plans/019-getroots-cache-per-entry.md	124	### Step 2: Run the resolver tests	COMMENT
LOW	plans/005-agents-md.md	76	### Step 1: Write `AGENTS.md`	COMMENT
LOW	plans/021-consolidate-toc-tree.md	98	### Step 1: Decide the canonical nesting rule	COMMENT
LOW	plans/021-consolidate-toc-tree.md	105	### Step 2: Add a pure, node-agnostic `buildTocTree`	COMMENT
LOW⚡	plans/021-consolidate-toc-tree.md	134	### Step 3: Adapt the client to use it	COMMENT
LOW⚡	plans/021-consolidate-toc-tree.md	141	### Step 4: Adapt export to use it	COMMENT
LOW⚡	plans/021-consolidate-toc-tree.md	148	### Step 5: Test the builder	COMMENT
LOW	plans/022-export-pipeline-tests.md	78	### Step 1: Make the pure helpers importable	COMMENT
LOW	plans/022-export-pipeline-tests.md	84	### Step 2: Write characterization tests	COMMENT
LOW	plans/009-parserangestring-bounds.md	90	### Step 1: Tighten the final filter	COMMENT
LOW	plans/009-parserangestring-bounds.md	102	### Step 2: Add a colocated test	COMMENT
LOW	plans/025-skills-docs-drift-guard.md	73	### Step 1: Add a machine-readable provenance marker	COMMENT
LOW	plans/025-skills-docs-drift-guard.md	83	### Step 2: Write `scripts/check-skills-drift.mjs`	COMMENT
LOW	plans/025-skills-docs-drift-guard.md	100	### Step 3: Wire it into CI	COMMENT
LOW	plans/010-getslidepath-guard.md	86	### Step 1: Replace the assertion with a guarded fallback	COMMENT
LOW	plans/010-getslidepath-guard.md	115	### Step 2: Typecheck	COMMENT
LOW	plans/023-decompose-god-functions.md	86	### Step 1: Introduce an explicit export context	COMMENT
LOW	plans/023-decompose-god-functions.md	95	### Step 2: Extract per-format exporters	COMMENT
LOW⚡	plans/024-incremental-hmr-parse-cache.md	85	### Step 1: Measure the baseline (STOP-gated by data)	COMMENT
LOW⚡	plans/024-incremental-hmr-parse-cache.md	93	### Step 2: Add a content-keyed per-file parse cache	COMMENT
LOW⚡	plans/024-incremental-hmr-parse-cache.md	102	### Step 3: Make feature detection incremental	COMMENT
LOW⚡	plans/024-incremental-hmr-parse-cache.md	108	### Step 4: Verify correctness across edits	COMMENT
LOW	plans/016-confine-export-output-path.md	74	### Step 1: Add a filename sanitizer	COMMENT
LOW⚡	plans/016-confine-export-output-path.md	87	### Step 2: Apply to the deck-config fallback in `getExportOptions`	COMMENT
LOW⚡	plans/016-confine-export-output-path.md	97	### Step 3: Apply to `build.ts --download`	COMMENT
LOW⚡	plans/016-confine-export-output-path.md	106	### Step 4: Unit test	COMMENT
LOW	plans/012-hmr-utils-refresh.md	76	### Step 1: Await the refresh	COMMENT
LOW	plans/012-hmr-utils-refresh.md	87	### Step 2: Build / typecheck / lint	COMMENT

Hyper-Verbose Identifiers31 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	test/__snapshots__/tsnapi/@slidev/parser/fs.snapshot.js	8	export function injectPreparserExtensionLoader(_) {}	CODE
LOW	…t/__snapshots__/tsnapi/@slidev/parser/fs.snapshot.d.ts	36	export declare function injectPreparserExtensionLoader(_: PreparserExtensionLoader): void;	CODE
LOW	packages/parser/src/fs.ts	37	export function injectPreparserExtensionLoader(fn: PreparserExtensionLoader) {	CODE
LOW	packages/parser/src/core.ts	114	function normalizeMarkdownImageTarget(target: string) {	CODE
LOW	packages/vscode/src/views/previewWebview.ts	48	function updateOverviewInitialSlideNo() {	CODE
LOW	packages/vscode/src/views/previewWebview.ts	71	function cancelPendingOverviewScroll() {	CODE
LOW	packages/vscode/src/views/annotations.ts	100	function updateCodeBlockLineNumbers(editor: ReturnType<typeof useActiveTextEditor>['value'], docText: string) {	CODE
LOW	packages/slidev/node/resolver.ts	42	export function findInvocationNodeModulesPath(argv1: string \| undefined): string \| undefined {	CODE
LOW	packages/slidev/node/resolver.ts	92	export function computeInvocationSearchPaths(ownNodeModules: string \| undefined): string[] {	CODE
LOW	packages/slidev/node/resolver.ts	215	export async function promptForOptionalInstallation(pkgName: string, purpose: string): Promise<void> {	CODE
LOW⚡	packages/slidev/node/utils.ts	144	function getImportGlobRelativePath(from: string, to: string) {	CODE
LOW⚡	packages/slidev/node/utils.ts	154	function resolveImportGlobProxyModule(proxyBase: string, content: string) {	CODE
LOW⚡	packages/slidev/node/utils.ts	159	export function createMakeAbsoluteImportGlob(baseRoot: string) {	CODE
LOW	packages/slidev/node/utils.ts	183	function makeAbsoluteImportGlobExpression(	CODE
LOW	packages/slidev/node/vite/patchMonacoSourceMap.ts	12	export function createPatchMonacoSourceMapPlugin(	CODE
LOW	packages/slidev/node/vite/layoutWrapper.ts	9	export function createLayoutWrapperPlugin(	CODE
LOW	packages/slidev/node/vite/pwa.ts	75	function createPWARegisterStubPlugin(): Plugin {	CODE
LOW	packages/slidev/node/vite/importGuard.ts	20	export function createSlideImportGuardPlugin(): Plugin {	CODE
LOW	packages/slidev/node/vite/contextInjection.ts	10	export function createContextInjectionPlugin(): Plugin {	CODE
LOW	packages/slidev/node/vite/compilerFlagsVue.ts	10	export function createVueCompilerFlagsPlugin(	CODE
LOW	packages/slidev/node/syntax/escape-code.ts	5	export default function MarkdownItEscapeInlineCode(md: MarkdownExit) {	CODE
LOW	packages/slidev/node/syntax/shiki.ts	47	function transformerTwoslashConditional(): ShikiTransformer {	CODE
LOW	packages/slidev/node/syntax/codeblock/magic-move.ts	19	function resolveMagicMoveSnippetImports(code: string, userRoot: string, slide: SlideInfo, watchFiles: Record<string, Set	CODE
LOW	packages/client/composables/useTocTree.ts	24	function getTreeWithActiveStatuses(	CODE
LOW	packages/client/state/storage.ts	99	export function increasePresenterFontSize() {	CODE
LOW	packages/client/state/storage.ts	103	export function decreasePresenterFontSize() {	CODE
LOW	packages/client/internals/DrawingControls.vue	34	function showStrokeWidthDropdownForPointer(event: PointerEvent) {	CODE
LOW	packages/client/pages/presenter.vue	129	function updateNotesWidthFromPointer(clientX: number) {	CODE
LOW	packages/client/pages/presenter.vue	161	function updateNotesRowSizeFromPointer(clientY: number) {	CODE
LOW	packages/client/pages/presenter.vue	192	function updateBottomSectionHeight() {	CODE
LOW	packages/client/builtin/katex-lines.ts	4	export function collectKatexEquationLines(el: Element): Element[][] {	CODE

Over-Commented Block6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	docs/.vitepress/showcases.ts	61	// datetime: '2021-06-12',	COMMENT
LOW	docs/custom/index.md	161	# override the title level for the <TitleRenderer> and <Toc> components	COMMENT
LOW	packages/slidev/node/commands/pptx/normalize.ts	741	//	COMMENT
LOW	packages/slidev/node/commands/pptx/normalize.ts	801	return	COMMENT
LOW	packages/client/internals/TimerBar.vue	1	<script setup lang="ts">	COMMENT
LOW	.github/workflows/smoke.yml	161		COMMENT

Fake / Example Data5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	demo/starter/slides.md	202	name: 'John Doe',	CODE
LOW	demo/starter/slides.md	217	name: 'John Doe',	CODE
LOW	demo/starter/slides.md	234	name: 'John Doe',	CODE
LOW	demo/starter/slides.md	251	name: 'John Doe',	CODE
LOW	packages/client/internals/NoteEditable.vue	137	:placeholder="placeholder"	CODE

slidevjs/slidev

Open-Source Code Quality, Security and Technical Debt Review