1.0

Adjusted Signal

1.0

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

7.5K

Stars

TypeScript

Language

124.1K

Lines of Code

1.7K

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 1.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 42 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.1/100 · LOW

Are imports declared and package/API names verified? 35 finding(s).

Agent Over-Engineering Ratio 1.3/100 · LOW

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

PR Review Velocity Impact 4.2/100 · LOW

Which changes need focused human review? 77 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 6MEDIUM 0LOW 71

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 77 distinct pattern matches across 5 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.

Cross-Language Confusion (JS/TS)6 hits · 42 pts

Severity	File	Line	Snippet	Context
HIGH	…nents/editor-page/hooks/use-print-keyboard-shortcut.ts	30	print()	CODE
HIGH	frontend/src/hooks/common/use-may-edit.ts	13	* @return True, if the current user is allowed to write.	COMMENT
HIGH	frontend/src/hooks/common/use-is-logged-in.ts	11	* @return True, if a user is logged in. False otherwise.	COMMENT
HIGH	frontend/src/hooks/common/use-is-owner.ts	13	* @return True, if the current user is owner.	COMMENT
HIGH	commons/src/permissions/permissions.ts	13	* @return True if the user is the owner of the note	COMMENT
HIGH	commons/src/permissions/permissions.ts	27	* @return True if the user has the permission to edit the note	COMMENT

Fake / Example Data29 hits · 37 pts

Severity	File	Line	Snippet	Context
LOW	frontend/locales/en.json	297	"placeholder": "← Start by entering a title here\n===\nVisit {{host}}cheatsheet if you don't know what to do.\nLet t	CODE
LOW	frontend/locales/en.json	551	"placeholder": "Enter username of new note owner",	CODE
LOW	frontend/src/pages/api/private/notes/features/index.ts	13	'---\ntitle: Features\ndescription: Many features, such wow!\nrobots: noindex\ntags:\n - hedgedoc\n - demo\n -	CODE
LOW	frontend/src/pages/api/private/notes/features/index.ts	13	'---\ntitle: Features\ndescription: Many features, such wow!\nrobots: noindex\ntags:\n - hedgedoc\n - demo\n -	CODE
LOW⚡	…ures/revisions/019a5647-fc18-7e2d-9d8d-867be8a5ef28.ts	34	-Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore mag	CODE
LOW⚡	…ures/revisions/019a5647-fc18-7e2d-9d8d-867be8a5ef28.ts	34	-Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore mag	CODE
LOW⚡	…ures/revisions/019a5647-fc18-7e2d-9d8d-867be8a5ef28.ts	35	+Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore mag	CODE
LOW⚡	…ures/revisions/019a5647-fc18-7e2d-9d8d-867be8a5ef28.ts	35	+Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore mag	CODE
LOW	…ures/revisions/019a5647-fc18-7e2d-9d8d-867be8a5ef28.ts	76	Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore magn	CODE
LOW	…ures/revisions/019a5647-fc18-7e2d-9d8d-867be8a5ef28.ts	76	Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore magn	CODE
LOW⚡	…ures/revisions/019a5647-fc18-7e2d-9d8d-867be8a5ef28.ts	94	> Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore ma	CODE
LOW⚡	…ures/revisions/019a5647-fc18-7e2d-9d8d-867be8a5ef28.ts	94	> Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore ma	CODE
LOW⚡	…ures/revisions/019a5647-fc18-7e2d-9d8d-867be8a5ef28.ts	95	> Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore ma	CODE
LOW⚡	…ures/revisions/019a5647-fc18-7e2d-9d8d-867be8a5ef28.ts	95	> Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore ma	CODE
LOW	…ures/revisions/019a5648-4986-7213-9067-a4a6859171c5.ts	34	+Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore mag	CODE
LOW	…ures/revisions/019a5648-4986-7213-9067-a4a6859171c5.ts	34	+Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore mag	CODE
LOW⚡	…ures/revisions/019a5648-4986-7213-9067-a4a6859171c5.ts	52	+> Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore m	CODE
LOW⚡	…ures/revisions/019a5648-4986-7213-9067-a4a6859171c5.ts	52	+> Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore m	CODE
LOW⚡	…ures/revisions/019a5648-4986-7213-9067-a4a6859171c5.ts	53	+> Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore m	CODE
LOW⚡	…ures/revisions/019a5648-4986-7213-9067-a4a6859171c5.ts	53	+> Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore m	CODE
LOW	…ures/revisions/019a5648-4986-7213-9067-a4a6859171c5.ts	128	Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore magn	CODE
LOW	…ures/revisions/019a5648-4986-7213-9067-a4a6859171c5.ts	128	Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore magn	CODE
LOW⚡	…ures/revisions/019a5648-4986-7213-9067-a4a6859171c5.ts	146	> Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore ma	CODE
LOW⚡	…ures/revisions/019a5648-4986-7213-9067-a4a6859171c5.ts	146	> Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore ma	CODE
LOW⚡	…ures/revisions/019a5648-4986-7213-9067-a4a6859171c5.ts	147	> Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore ma	CODE
LOW⚡	…ures/revisions/019a5648-4986-7213-9067-a4a6859171c5.ts	147	> Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolore ma	CODE
LOW	backend/src/database/seeds/notes/guest_note.md	9	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliq	CODE
LOW	backend/src/database/seeds/notes/guest_note.md	9	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliq	CODE
LOW	backend/src/auth/oidc/oidc-service.spec.ts	118	oidcService.processBackchannelLogout('unknown-oidc', 'fake-token'),	CODE

Hyper-Verbose Identifiers31 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	commons/src/utils/wait-for-other-promises-to-finish.ts	15	export function waitForOtherPromisesToFinish(): Promise<void> {	CODE
LOW	markdown-it-plugins/src/image-size/parse-image-size.ts	24	function findNextNotNumberCharacter(startPosition: number, maximalPosition: number, content: string): number {	CODE
LOW	backend/test/utils.ts	45	export async function expectPublicAPIPermissions(	CODE
LOW	backend/src/database/utils/healthcheck.ts	14	export async function checkDatabaseHealthWithKnex(knex: Knex): Promise<boolean> {	CODE
LOW	backend/src/database/utils/healthcheck.ts	29	export async function checkDatabaseHealthWithRawConnection(connection: any): Promise<boolean> {	CODE
LOW	backend/src/config/zod-error-message.ts	27	export function extractDescriptionFromZodIssue(	CODE
LOW	…ckend/src/config/mock/external-services.config.mock.ts	11	export function createDefaultMockExternalServicesConfig(): ExternalServicesConfig {	CODE
LOW	…ckend/src/config/mock/external-services.config.mock.ts	18	export function registerExternalServiceConfig(	CODE
LOW	backend/src/config/mock/app.config.mock.ts	12	export function createDefaultMockAppConfig(): AppConfig {	CODE
LOW	backend/src/config/mock/media.config.mock.ts	12	export function createDefaultMockMediaConfig(): MediaConfig {	CODE
LOW	backend/src/config/mock/database.config.mock.ts	12	export function createDefaultMockDatabaseConfig(): DatabaseConfig {	CODE
LOW	backend/src/config/mock/note.config.mock.ts	12	export function createDefaultMockNoteConfig(): NoteConfig {	CODE
LOW	backend/src/config/mock/customization.config.mock.ts	11	export function createDefaultMockCustomizationConfig(): CustomizationConfig {	CODE
LOW	backend/src/config/mock/customization.config.mock.ts	25	export function registerCustomizationConfig(	CODE
LOW	backend/src/config/mock/security.config.mock.ts	11	export function createDefaultMockSecurityConfig(): SecurityConfig {	CODE
LOW	backend/src/config/mock/auth.config.mock.ts	11	export function createDefaultMockAuthConfig(): AuthConfig {	CODE
LOW	backend/src/security/rate-limiting.ts	49	function getRateLimitConfigByRequest(	CODE
LOW	backend/src/security/rate-limiting.ts	88	export function getTimeWindowByRequestWithSecurityConfig(	CODE
LOW	backend/src/security/rate-limiting.ts	103	export function getMaxLimitByRequestWithSecurityConfig(	CODE
LOW	backend/src/utils/server-version.ts	20	export async function getServerVersionFromPackageJson(): Promise<ServerVersionDto> {	CODE
LOW	backend/src/utils/server-version.ts	33	async function parseVersionFromPackageJson(): Promise<ServerVersionDto> {	CODE
LOW	…sions/utils/convert-editability-to-permission-level.ts	14	export function convertEditabilityToPermissionLevel(canEdit: boolean): PermissionLevel {	CODE
LOW	…me/websocket/utils/extract-note-id-from-request-url.ts	15	export function extractNoteAliasFromRequestUrl(request: IncomingMessage): string {	CODE
LOW	…isions/utils/extract-revision-metadata-from-content.ts	36	export function extractRevisionMetadataFromContent(content: string): FrontmatterExtractionResult {	CODE
LOW	…isions/utils/extract-revision-metadata-from-content.ts	60	function generateContentWithoutFrontmatter(	CODE
LOW	…isions/utils/extract-revision-metadata-from-content.ts	100	function extractFirstHeadingFromContent(content: string): string \| undefined {	CODE
LOW	html-to-react/README.md	124	### `function convertNodeToReactElement(node, index, transform)`	COMMENT
LOW	html-to-react/src/convertNodeToReactElement.ts	23	export function convertNodeToReactElement(	CODE
LOW	html-to-react/src/utils/isValidTagOrAttributeName.ts	10	export function isValidTagOrAttributeName(tagName: string): boolean {	CODE
LOW	html-to-react/src/utils/generatePropsFromAttributes.ts	16	export function generatePropsFromAttributes(	CODE
LOW	…src/utils/mapHtmlAttributesToReactElementAttributes.ts	42	export function mapHtmlAttributesToReactElementAttributes(	CODE

Over-Commented Block10 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	frontend/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	frontend/cypress/support/e2e.ts	1	/*	COMMENT
LOW	frontend/cypress/e2e/taskLists.spec.ts	41	// cy.getMarkdownBody()	COMMENT
LOW	frontend/cypress/e2e/taskLists.spec.ts	61	// cy.getMarkdownBody()	COMMENT
LOW	.github/workflows/e2e-tests.yml	121	# if: "(github.event_name == 'pull_request_target') == github.event.pull_request.head.repo.fork"	COMMENT
LOW	.github/workflows/e2e-tests.yml	141	# TURBO_API: ${{ vars.TURBO_API }}	COMMENT
LOW	.github/workflows/e2e-tests.yml	161	# matrix:	COMMENT
LOW	.github/workflows/e2e-tests.yml	181	# uses: actions/download-artifact@v4	COMMENT
LOW	.github/workflows/e2e-tests.yml	201	#	COMMENT
LOW	.github/workflows/e2e-tests.yml	221	# if: always()	COMMENT

Slop Phrases1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	.github/workflows/test-and-build.yml	28	node: [ '24' ] # Are you changing this? Don't forget to update the min. and recommended node version in docs/con	CODE

hedgedoc/hedgedoc

Open-Source Code Quality, Security and Technical Debt Review