1.0

Adjusted Signal

1.0

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

29.1K

Stars

TypeScript

Language

291.5K

Lines of Code

879

Files

104

Pattern Hits

2026-10-31

Scan Date

0.01

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 0.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 39 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.0/100 · LOW

Are imports declared and package/API names verified? 14 finding(s).

Agent Over-Engineering Ratio 3.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 57 finding(s).

PR Review Velocity Impact 4.4/100 · LOW

Which changes need focused human review? 104 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 5HIGH 0MEDIUM 56LOW 43

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 104 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.

Decorative Section Separators51 hits · 186 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	config.sample.yml	7	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	config.sample.yml	9	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	config.sample.yml	13	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	config.sample.yml	15	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	config.sample.yml	44	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	config.sample.yml	46	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	config.sample.yml	51	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	config.sample.yml	53	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	config.sample.yml	62	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	config.sample.yml	64	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	config.sample.yml	78	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	config.sample.yml	80	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	config.sample.yml	84	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	config.sample.yml	86	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	config.sample.yml	94	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	config.sample.yml	96	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	config.sample.yml	102	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	config.sample.yml	104	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	config.sample.yml	112	# ---------------------------------------------------------------------	COMMENT
MEDIUM⚡	config.sample.yml	114	# ---------------------------------------------------------------------	COMMENT
MEDIUM	config.sample.yml	130	# ---------------------------------------------------------------------	COMMENT
MEDIUM	config.sample.yml	132	# ---------------------------------------------------------------------	COMMENT
MEDIUM	backend/base.yml	1	# ---------------------------------	COMMENT
MEDIUM	backend/base.yml	4	# ---------------------------------	COMMENT
MEDIUM	.github/workflows/build.yml	27	# ---------------------------------------------------	COMMENT
MEDIUM	.github/workflows/build.yml	29	# ---------------------------------------------------	COMMENT
MEDIUM⚡	.github/workflows/build.yml	76	# ---------------------------------------------------	COMMENT
MEDIUM⚡	.github/workflows/build.yml	78	# ---------------------------------------------------	COMMENT
MEDIUM⚡	.github/workflows/build.yml	88	# ---------------------------------------------------	COMMENT
MEDIUM⚡	.github/workflows/build.yml	90	# ---------------------------------------------------	COMMENT
MEDIUM	.github/workflows/build.yml	103	# ---------------------------------------------------	COMMENT
MEDIUM	.github/workflows/build.yml	105	# ---------------------------------------------------	COMMENT
MEDIUM	.github/workflows/build.yml	154	# ---------------------------------------------------	COMMENT
MEDIUM	.github/workflows/build.yml	156	# ---------------------------------------------------	COMMENT
MEDIUM	.github/workflows/build.yml	171	# ---------------------------------------------------	COMMENT
MEDIUM	.github/workflows/build.yml	173	# ---------------------------------------------------	COMMENT
MEDIUM	.github/workflows/build.yml	193	# ---------------------------------------------------	COMMENT
MEDIUM	.github/workflows/build.yml	195	# ---------------------------------------------------	COMMENT
MEDIUM	.github/workflows/build.yml	209	# ---------------------------------------------------	COMMENT
MEDIUM	.github/workflows/build.yml	211	# ---------------------------------------------------	COMMENT
MEDIUM	dev/chart/values.yaml	32	# ---------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	dev/chart/values.yaml	34	# ---------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	dev/chart/values.yaml	81	# ---------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	dev/chart/values.yaml	83	# ---------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	dev/chart/values.yaml	211	# ---------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	dev/chart/values.yaml	213	# ---------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	dev/chart/values.yaml	270	# ---------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	dev/chart/values.yaml	272	# ---------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	dev/chart/values.yaml	427	# ── Option 1: a connection string ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	dev/chart/values.yaml	439	# ── Option 2: individual parameters ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	dev/chart/values.yaml	450	# ── Either way ──────────────────────────────────────────────────────────────────────────────────	COMMENT

Hallucination Indicators5 hits · 50 pts

Severity	File	Line	Snippet	Context
CRITICAL	frontend/src/renderers/markdown.js	238	const spanRule = this.md.inline.ruler.__rules__.find((rule) => rule.name === 'mdc_inline_span')	CODE
CRITICAL	frontend/src/renderers/markdown.js	271	const propsRule = this.md.inline.ruler.__rules__.find(	CODE
CRITICAL	frontend/src/stores/page.js	718	if (!this.router.currentRoute.value.path.startsWith('/_create/') && !fromNavigate) {	CODE
CRITICAL	frontend/src/stores/page.js	1379	if (this.router.currentRoute.value.path.startsWith('/_edit')) {	CODE
CRITICAL	frontend/src/stores/page.js	1394	if (this.router.currentRoute.value.path.startsWith('/_edit')) {	CODE

Over-Commented Block27 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	config.sample.yml	1	#######################################################################	COMMENT
LOW	config.sample.yml	21	user: postgres	COMMENT
LOW	config.sample.yml	41	#######################################################################	COMMENT
LOW	config.sample.yml	61		COMMENT
LOW	config.sample.yml	81	# Writeable data path used for cache and temporary user uploads.	COMMENT
LOW	config.sample.yml	101		COMMENT
LOW	config.sample.yml	121	# total must stay under the server's `max_connections`. Three of each	COMMENT
LOW	blocks/block-media-player/component.js	61	async connectedCallback() {	COMMENT
LOW	frontend/index.html	161	line-height: 1.25;	COMMENT
LOW	frontend/.oxlintrc.json	61	// Not in the `correctness` category, so it has to be asked for by name -- and worth asking for:	COMMENT
LOW	frontend/src/css/_palette.scss	81	// The measure a page's content is held to when the site theme's Content Width is Centered	COMMENT
LOW	frontend/src/css/_base.scss	321	.q-separator--dark {	COMMENT
LOW	backend/base.yml	81	dkimDomainName: ''	COMMENT
LOW	backend/base.yml	121	scim:	COMMENT
LOW	backend/base.yml	141	# Far more generous than the auth limit, because the traffic is not the same shape: a first	COMMENT
LOW	backend/index.ts	261	async function initHTTPServer() {	COMMENT
LOW	backend/index.ts	821	// return reply.code(404).send('Site Not Found')	COMMENT
LOW	backend/index.ts	981	// ----------------------------------------	COMMENT
LOW	backend/core/maintenance.ts	81	WIKI.events.inbound.on('reloadLocales', async () => {	COMMENT
LOW	backend/models/sites.ts	181	}	COMMENT
LOW	backend/models/jobs.ts	41	// more often than once a day	COMMENT
LOW	backend/modules/extensions/puppeteer/definition.yml	21	#	COMMENT
LOW	.devcontainer/wait-for.sh	1	#!/bin/sh	COMMENT
LOW	.github/workflows/build.yml	21		COMMENT
LOW	dev/chart/values.yaml	21	# included, so no sticky sessions are needed. Anything kept on the data volume is per replica unless	COMMENT
LOW	dev/chart/values.yaml	181	volumeMounts: []	COMMENT
LOW	dev/chart/values.yaml	421	# An existing PostgreSQL 17+ server, used when `postgresql.enabled` is false. The user needs to own the	COMMENT

Fake / Example Data9 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	frontend/src/components/PageCommentEditor.vue	52	:placeholder="placeholder"	CODE
LOW	frontend/src/components/PageCommentEditor.vue	53	:aria-label="placeholder"	CODE
LOW	frontend/src/components/FeedbackMarkdownField.vue	40	:placeholder="placeholder"	CODE
LOW	frontend/src/components/shared/WInput.vue	79	:placeholder="placeholder"	CODE
LOW	frontend/src/pages/AdminGeneral.vue	533	<div class="text-caption ml-2">Lorem ipsum</div>	CODE
LOW	frontend/src/pages/AdminGeneral.vue	537	<div class="text-caption ml-2">Dolor sit amet...</div>	CODE
LOW	backend/models/users.ts	1586	email: process.env.ADMIN_EMAIL ?? 'admin@example.com',	CODE
LOW	backend/api/users.ts	1573	name: 'Jane Doe',	CODE
LOW	dev/chart/templates/NOTES.txt	34	Sign in as {{ .Values.admin.email \| default "admin@example.com" }} with the password 12345678; you will be asked to chan	CODE

Hyper-Verbose Identifiers6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	frontend/src/components/EditorAsciidoc.vue	1035	function insertAdmonitionImportant() {	CODE
LOW	frontend/src/pages/AdminUtilities.vue	563	function invalidateApiCertificates() {	CODE
LOW	backend/models/pages.ts	974	function normalizeFeedbackCategories(value: unknown): FeedbackCategory[] {	CODE
LOW	backend/models/apiKeys.ts	56	export function generateSigningCertificates(): SigningCertificates {	CODE
LOW	backend/helpers/common.ts	438	export function normalizePastedDestination(input?: string \| null): string {	CODE
LOW	backend/helpers/publishing.ts	60	export function maySeeUnpublishedAnywhere(actor: AccessActor): boolean {	CODE

Modern AI Meta-Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	backend/base.yml	183	# the rest, since everything here lands in a model's context window.	COMMENT
MEDIUM	dev/specs/mcp.md	777	### 6.1 Output is sized for a context window	COMMENT

AI Slop Vocabulary2 hits · 4 pts

Severity	File	Line	Snippet	Context
MEDIUM	blocks/package-lock.json	2995	"resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.3.tgz",	CODE
MEDIUM	frontend/package-lock.json	6944	"resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.3.tgz",	CODE

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	frontend/src/helpers/sampleContent.js	966	## Creating a page	COMMENT

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	.github/auto_assign.yml	16	# Set 0 to add all the reviewers (default: 0)	COMMENT

requarks/wiki

Open-Source Code Quality, Security and Technical Debt Review