1.0

Adjusted Signal

1.0

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

45.1K

Stars

TypeScript

Language

309.9K

Lines of Code

2.0K

Files

188

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 2.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 141 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.0/100 · LOW

Are imports declared and package/API names verified? 38 finding(s).

Agent Over-Engineering Ratio 2.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 137 finding(s).

PR Review Velocity Impact 4.4/100 · LOW

Which changes need focused human review? 188 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 7HIGH 1MEDIUM 11LOW 169

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 188 distinct pattern matches across 9 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 Identifiers128 hits · 128 pts

Severity	File	Line	Snippet	Context
LOW	tooling/custom-styles.test.ts	9	function extractSemanticCssExamples(source: string): SemanticCssExample[] {	CODE
LOW	tooling/recovery/compare-resume.ts	189	function hasDuplicateSerializedResumeMembers(value: unknown): boolean {	CODE
LOW	tooling/mobile/distribution_test.rb	28	def app_store_connect_api_key(**_options)	CODE
LOW	tests/e2e/specs/builder-save-navigation.spec.ts	11	async function clickDashboardWithoutNavigationWait(page: Page) {	CODE
LOW	packages/forme-native/src/index.ts	20	export async function renderSerializedDocWithLayout(doc: Record<string, unknown>): Promise<RenderWithLayoutResult> {	CODE
LOW	packages/auth/src/config.ts	114	export function isCustomOAuthProviderEnabled() {	CODE
LOW	packages/auth/src/oauth-profile.ts	81	async function normalizeExistingUserEmail(userId: string, currentEmail: string, normalizedEmail: string) {	CODE
LOW	packages/auth/src/oauth-profile.ts	143	async function findAvailableUsernameSuffix(baseUsername: string, index = 1): Promise<string \| null> {	CODE
LOW	packages/auth/src/oauth-profile.ts	230	export function createGithubProfileMapper() {	CODE
LOW	packages/resume/src/markdown.ts	111	export function getVisibleResumeStructure(data: ResumeStructure) {	CODE
LOW	packages/resume/src/export-sections.ts	14	export function isCoverLetterOnlyDocument(data: ResumeData): boolean {	CODE
LOW	packages/resume/src/section-sort.ts	27	function compareEndpointDescending(left: PeriodEndpoint \| undefined, right: PeriodEndpoint \| undefined): number {	CODE
LOW	packages/resume/src/structural-proposals.ts	167	export function applyResumeStructureChange(data: ResumeData, change: Exclude<ResumeChange, { kind: "text" }>) {	CODE
LOW	packages/resume/src/cover-letter.ts	15	export function createCoverLetterResumeData(	CODE
LOW	packages/resume/src/stylesheet/diagnostics.ts	107	export function isFatalStylesheetDiagnostic({ code }: Pick<SemanticCssDiagnostic, "code">): boolean {	CODE
LOW	packages/resume/src/stylesheet/values.ts	65	function isRegisteredPropertyValue(property: string, value: string): boolean {	CODE
LOW	packages/resume/src/stylesheet/values.ts	71	function isRegisteredShorthandComponent(property: string, value: string): boolean {	CODE
LOW	packages/resume/src/stylesheet/values.ts	168	function unsupportedPropertyMessage(property: string, value: AstNode \| string \| null \| undefined): string {	CODE
LOW	packages/resume/src/stylesheet/serialize.ts	27	export function serializeGeneratedStylesheet(stylesheet: GeneratedStylesheet): string {	CODE
LOW	packages/pdf/src/html/document.ts	173	export function renderUnavailableDocument(options: { lang: string; messages: WebPageMessages }): string {	CODE
LOW	packages/pdf/src/forme/images.node.ts	8	export function configureOwnPictureReader(reader: (key: string) => Promise<Uint8Array>): void {	CODE
LOW	packages/pdf/src/semantic/template-manifest.ts	171	export function getTemplateSemanticManifest(template: Template): TemplateSemanticManifest {	CODE
LOW	packages/pdf/src/semantic/template-manifest.ts	175	export function getTemplateSemanticBindingRegistry(template: Template): SemanticBindingRegistry {	CODE
LOW	packages/pdf/src/semantic/context.tsx	188	export function SemanticItemNodeKeyProvider({ itemId, children }: { itemId: string; children: ReactNode }) {	CODE
LOW	packages/pdf/src/semantic/legacy-converter.ts	294	export function needsLegacyStyleConversion(	CODE
LOW	packages/pdf/src/templates/shared/primitives.tsx	382	export function semanticTemplatePartNodeKey(ownerNodeKey: string \| undefined, ...partKeys: string[]) {	CODE
LOW	packages/utils/src/url-security.node.ts	254	export function isAllowedOAuthRedirectUri(input: string, trustedOrigins: string[], options?: OAuthRedirectUriOptions) {	CODE
LOW	packages/schema/src/resume/json-schema.ts	11	export function createResumeDataJsonSchema() {	CODE
LOW	packages/schema/src/resume/json-schema.ts	21	export function createCustomSectionItemJsonSchemas() {	CODE
LOW	packages/schema/src/applications/lanes.ts	36	export function createDefaultApplicationLanes(): ApplicationLane[] {	CODE
LOW	packages/schema/src/applications/lanes.ts	49	export function getActiveApplicationLanes(lanes: readonly ApplicationLane[]): ApplicationLane[] {	CODE
LOW	packages/ai/src/resume/sanitize.ts	110	function coerceValueAgainstTemplate(	CODE
LOW	packages/ai/src/resume/sanitize.ts	176	function normalizeResumeDataForSchema(data: Record<string, unknown>, diagnostics: ResumeSanitizationDiagnostics) {	CODE
LOW	packages/ai/src/resume/sanitize.ts	235	export function sanitizeAndParseResumeJson(resultText: string): ResumeSanitizationResult {	CODE
LOW	packages/ai/src/resume/extraction-template.ts	92	export function buildAiExtractionTemplate() {	CODE
LOW	packages/db/src/application-lanes.ts	5	export function createDefaultOwnedApplicationLanes(userId: string) {	CODE
LOW	packages/api/src/context.ts	38	async function getAuthenticationFromBearerToken(headers: Headers): Promise<RequestAuthentication \| null> {	CODE
LOW	packages/api/src/context.ts	59	async function getAuthenticationFromApiKey(apiKey: string): Promise<RequestAuthentication \| null> {	CODE
LOW	packages/api/src/context.ts	78	export async function resolveAuthenticationFromRequestHeaders(headers: Headers): Promise<RequestAuthentication \| null> {	CODE
LOW	packages/api/src/context.ts	109	export async function resolveUserFromRequestHeaders(headers: Headers): Promise<User \| null> {	CODE
LOW	packages/api/src/middleware/rate-limit/index.ts	82	export async function consumeResumePasswordLimit(input: ResumePasswordAttempt): Promise<boolean> {	CODE
LOW	packages/api/src/features/web-access/credentials.ts	31	function assertPersonalKeysAllowed() {	CODE
LOW	packages/api/src/features/resume/pdf-download-url.ts	68	export function createResumePdfDownloadUrl({ resumeId, userId, now = new Date() }: CreateResumePdfDownloadUrlInput) {	CODE
LOW	packages/api/src/features/resume/pdf-download-url.ts	89	export function verifyResumePdfDownloadToken({	CODE
LOW	packages/api/src/features/agent/runs.ts	48	export async function clearActiveAgentRunIfCurrent(	CODE
LOW	packages/api/src/features/agent/routing.ts	4	function isAgentEnvironmentUnavailable(error: unknown) {	CODE
LOW	packages/api/src/features/agent/messages-persistence.ts	194	export function withAccumulatedUsageMetadata(previous: UIMessage, next: UIMessage): UIMessage {	CODE
LOW	packages/api/src/features/agent/messages-persistence.ts	226	export async function insertDraftAssistantMessage(	CODE
LOW	packages/api/src/features/agent/streams.ts	18	export function configureAgentStreamLifetime(callback: (promise: Promise<unknown>) => void) {	CODE
LOW	packages/api/src/features/agent/streams.ts	45	export function createAgentStreamLifecycle(options: AgentStreamLifecycleOptions) {	CODE
LOW	packages/api/src/features/agent/service.ts	209	function withoutAgentAttachmentUiParts(message: UIMessage): UIMessage {	CODE
LOW	packages/api/src/features/agent/service.ts	306	function getFirstUnansweredAskUserQuestionToolCallId(message: UIMessage) {	CODE
LOW	packages/api/src/features/agent/service.ts	319	function answerAskUserQuestionToolCall(message: UIMessage, toolCallId: string, answer: string) {	CODE
LOW	packages/api/src/features/agent/service.ts	340	function buildAttachmentModelParts(input: AttachmentModelInput[]): Array<TextPart \| ImagePart \| FilePart> {	CODE
LOW	packages/api/src/features/agent/service.ts	374	async function getUnlinkedMessageAttachments({ ids, ...input }: { ids: string[]; threadId: string; userId: string }) {	CODE
LOW	packages/api/src/features/agent/service.ts	437	function readAttachmentModelInputs(attachments: AgentAttachmentRecord[]): Promise<AttachmentModelInput[]> {	CODE
LOW	packages/api/src/features/agent/service.ts	453	function attachModelPartsToLatestUserMessage(	CODE
LOW	packages/api/src/features/agent/service.ts	510	function updateAssistantToolResultMessage(input: {	CODE
LOW	packages/api/src/features/agent/service.ts	596	async function repairLegacyAskUserQuestionAnswers(	CODE
LOW	packages/api/src/features/storage/cleanup.ts	73	export function reportStorageCleanupSummary(summary: StorageCleanupSummary) {	CODE
68 more matches not shown…

Hallucination Indicators7 hits · 90 pts

Severity	File	Line	Snippet	Context
CRITICAL	packages/resume/src/ats/rules.ts	85	const website = context.data.basics.website.url.trim();	CODE
CRITICAL	packages/mcp/src/tool-meta.ts	269	resumeDto.create.input.extend({ tags: resumeDto.create.input.shape.tags.default([]) }).strict(),	CODE
CRITICAL⚡	packages/api/src/dto/cover-letter.ts	98	name: coverLetterStyleSchema.shape.basics.shape.name.describe("The letter sender's full name."),	CODE
CRITICAL⚡	packages/api/src/dto/cover-letter.ts	99	email: coverLetterStyleSchema.shape.basics.shape.email.describe("The letter sender's email address."),	CODE
CRITICAL⚡	packages/api/src/dto/cover-letter.ts	100	phone: coverLetterStyleSchema.shape.basics.shape.phone.describe("The letter sender's phone number."),	CODE
CRITICAL⚡	packages/api/src/dto/cover-letter.ts	101	location: coverLetterStyleSchema.shape.basics.shape.location.describe("The letter sender's location."),	CODE
CRITICAL	packages/api/src/features/cover-letters/service.ts	338	const sender = coverLetterDto.update.input.shape.sender.unwrap().parse(input.sender);	CODE

Fake / Example Data30 hits · 30 pts

Severity	File	Line	Snippet	Context
LOW	…s/reactive-resume/skills/resume-content-guide/SKILL.md	242	{ "op": "test", "path": "/sections/experience/items/5/company", "value": "Acme Corp" },	CODE
LOW	…sume/skills/resume-content-guide/references/patches.md	69	{ "op": "test", "path": "/sections/experience/items/5/company", "value": "Acme Corp" },	CODE
LOW	packages/pdf/src/paragraph-indent.integration.test.tsx	15	data.basics.name = "Jane Doe";	CODE
LOW	…ckages/pdf/src/special-characters.integration.test.tsx	16	data.basics.name = "Jane Doe";	CODE
LOW	packages/pdf/src/forme/phosphor-icons/rest.json	1058	"placeholder": "<path d=\"M 208 32 H 48 A 16 16 0 0 0 32 48 V 208 a 16 16 0 0 0 16 16 H 208 a 16 16 0 0 0 16 -16 V 48 A	CODE
LOW	packages/mcp/src/prompts.ts	74	'\| Change name \| `{ "op": "replace", "path": "/basics/name", "value": "Jane Doe" }` \|',	CODE
LOW	packages/schema/src/icons.ts	1095	"placeholder",	CODE
LOW	packages/api/src/dto/application.test.ts	21	contacts: [{ name: "Jane Doe" }],	CODE
LOW	packages/api/src/features/resume/social-meta.test.ts	44	data.basics.name = "Jane Doe";	CODE
LOW	packages/api/src/features/resume/social-meta.test.ts	58	expect(card?.data.basics.name).toBe("Jane Doe");	CODE
LOW	packages/import/src/plain-text.test.ts	247	expect(data.sections.experience.items[0]).toMatchObject({ company: "Acme Corp", period: "Jan 2020 – Present" });	CODE
LOW	…kages/import/src/reactive-resume-v4-json.broad.test.ts	6	name: "Jane Doe",	CODE
LOW	…kages/import/src/reactive-resume-v4-json.broad.test.ts	81	company: "Acme Corp",	CODE
LOW	…kages/import/src/reactive-resume-v4-json.broad.test.ts	213	expect(result.basics.name).toBe("Jane Doe");	CODE
LOW	…kages/import/src/reactive-resume-v4-json.broad.test.ts	260	expect(exp.company).toBe("Acme Corp");	CODE
LOW	packages/import/src/json-resume.test.ts	20	name: "Jane Doe",	CODE
LOW	packages/import/src/json-resume.test.ts	31	expect(result.basics.name).toBe("Jane Doe");	CODE
LOW	packages/import/src/json-resume.test.ts	44	name: "Acme Corp",	CODE
LOW	packages/import/src/json-resume.test.ts	62	expect(item.company).toBe("Acme Corp");	CODE
LOW	packages/import/src/linkedin.test.ts	26	expect(result.basics.name).toBe("Jane Doe");	CODE
LOW	packages/import/src/reactive-resume-v4-json.test.ts	9	name: "Jane Doe",	CODE
LOW	packages/email/src/transport.test.ts	49	sendEmail({ to: "user@example.com", subject: "Reset password", react: fakeReact }),	CODE
LOW	packages/email/src/transport.test.ts	52	to: "user@example.com",	CODE
LOW	packages/email/src/transport.test.ts	63	sendEmail({ to: "user@example.com", subject: "Reset password", react: fakeReact }),	CODE
LOW	packages/email/src/transport.test.ts	66	to: "user@example.com",	CODE
LOW	apps/web/src/features/career/coach-thread.tsx	320	type ComposerProps = Pick<CoachThreadProps, "placeholder" \| "chips" \| "privacy" \| "draftKey" \| "variant"> & {	CODE
LOW	apps/web/src/features/auth/pages/register.tsx	153	message: "John Doe",	CODE
LOW	apps/web/src/features/resume/import/pdf-text.test.ts	78	"Acme Corp",	CODE
LOW	apps/web/src/features/applications/csv.test.ts	40	contacts: [{ name: "Jane Doe", role: "", type: "", email: "jane@example.com", phone: "+1 555 0100" }],	CODE
LOW	apps/mobile/src/features/assistant/chat-view.tsx	689	type ComposerProps = Pick<ScopedChatViewProps, "chips" \| "privacy" \| "placeholder" \| "scope"> & {	CODE

Decorative Section Separators9 hits · 27 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/mcp/src/resources.ts	11	// ── Resource: resume://{id} ──────────────────────────────────	COMMENT
MEDIUM	packages/mcp/src/resources.ts	52	// ── Resource: resume://_meta/schema ───────────────────────────	COMMENT
MEDIUM	packages/mcp/src/prompts.ts	9	// ── Shared prompt helpers ────────────────────────────────────────	COMMENT
MEDIUM	packages/mcp/src/prompts.ts	93	// ── Prompt Registration ──────────────────────────────────────────	COMMENT
MEDIUM	packages/mcp/src/prompts.ts	96	// ── Build Resume ─────────────────────────────────────────────	COMMENT
MEDIUM	packages/mcp/src/prompts.ts	136	// ── Improve Resume ───────────────────────────────────────────	COMMENT
MEDIUM	packages/mcp/src/prompts.ts	179	// ── Review Resume ────────────────────────────────────────────	COMMENT
MEDIUM	packages/import/src/reactive-resume-v4-json.test.ts	275	// ─── Bug #2726-B: Skill / Language levels incorrectly clamped to max ──────────	COMMENT
MEDIUM	packages/import/src/reactive-resume-v4-json.test.ts	275	// ─── Bug #2726-B: Skill / Language levels incorrectly clamped to max ──────────	COMMENT

Structural Annotation Overuse10 hits · 17 pts

Severity	File	Line	Snippet	Context
LOW⚡	…s/reactive-resume/skills/resume-content-guide/SKILL.md	60	### Step 1: Classify the request	COMMENT
LOW⚡	…s/reactive-resume/skills/resume-content-guide/SKILL.md	67	### Step 2: Read first	COMMENT
LOW⚡	…s/reactive-resume/skills/resume-content-guide/SKILL.md	76	### Step 3: Confirm context in one message	COMMENT
LOW	…s/reactive-resume/skills/resume-content-guide/SKILL.md	88	### Step 4: Run the checks	COMMENT
LOW	…s/reactive-resume/skills/resume-content-guide/SKILL.md	107	### Step 5: Report	COMMENT
LOW	…s/reactive-resume/skills/resume-content-guide/SKILL.md	118	### Step 6: Apply with consent, then follow up	COMMENT
LOW	plugins/reactive-resume/skills/resume-builder/SKILL.md	32	### Step 1: Gather Basic Information	COMMENT
LOW	plugins/reactive-resume/skills/resume-builder/SKILL.md	43	### Step 2: Collect Section Content	COMMENT
LOW	plugins/reactive-resume/skills/resume-builder/SKILL.md	57	### Step 3: Configure Layout and Design	COMMENT
LOW	plugins/reactive-resume/skills/resume-builder/SKILL.md	65	### Step 4: Generate Valid JSON	COMMENT

Cross-Language Confusion (JS/TS)1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	tooling/docker-publishing.test.ts	202	elif [[ "$CHANGED" == true && "$4" != :sha- ]]; then	CODE

Modern AI Meta-Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	…ges/dsh-plugin/docs/plans/2026-08-16-implementation.md	134	### Task 2: Repo scaffold with a green build and test cycle	COMMENT

AI Slop Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/schema/src/resume/sample.ts	461	"<ul><li>Core developer on 'Starbound Odyssey,' a sci-fi roguelike that achieved 500K+ sales on Steam with 'Very P	CODE

Over-Commented Block1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	packages/dsh-plugin/cordis.patch.yml	1	# dsh-plugin-reactive-resume bundle patch: one insert over the profile root.	COMMENT

amruthpillai/reactive-resume

Open-Source Code Quality, Security and Technical Debt Review