0.3

Adjusted Signal

0.3

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

88.5K

Stars

JavaScript

Language

295.5K

Lines of Code

9.2K

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 0.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 34 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.8/100 · LOW

Are imports declared and package/API names verified? 9 finding(s).

Agent Over-Engineering Ratio 0.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 4 finding(s).

PR Review Velocity Impact 1.6/100 · LOW

Which changes need focused human review? 43 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 4HIGH 0MEDIUM 8LOW 31

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 43 distinct pattern matches across 7 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.

Hallucination Indicators4 hits · 40 pts

Severity	File	Line	Snippet	Context
CRITICAL	…c/compiler/phases/2-analyze/visitors/DeclarationTag.js	20	.find((id) => context.state.analysis.instance.scope.declarations.has(id.name));	CODE
CRITICAL	…src/compiler/phases/2-analyze/visitors/SnippetBlock.js	33	if (context.state.analysis.instance.scope.declarations.has(name)) {	CODE
CRITICAL	…src/compiler/phases/2-analyze/visitors/SnippetBlock.js	43	context.state.analysis.module.scope.declarations.set(name, binding);	CODE
CRITICAL	…velte/src/compiler/phases/2-analyze/css/css-analyze.js	133	const parent_is_global = node.metadata.rule.metadata.parent_rule.prelude.children.some(	CODE

AI Slop Vocabulary8 hits · 24 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/svelte/tests/hydration/test.ts	99	// TODO convert this to structured data, for more robust comparison?	COMMENT
MEDIUM	packages/svelte/tests/runtime-legacy/shared.ts	347	// TODO convert this to structured data, for more robust comparison?	COMMENT
MEDIUM	…ckages/svelte/src/compiler/phases/3-transform/index.js	40	// include source content; makes it easier/more robust looking up the source map code	COMMENT
MEDIUM	…ckages/svelte/src/compiler/phases/3-transform/index.js	99	// include source content; makes it easier/more robust looking up the source map code	COMMENT
MEDIUM	…es/svelte/src/compiler/phases/3-transform/css/index.js	57	// include source content; makes it easier/more robust looking up the source map code	COMMENT
MEDIUM	…c/compiler/phases/2-analyze/visitors/DeclarationTag.js	63	// TODO 6.0 once non-async and non-runes mode is gone investigate making this more robust	COMMENT
MEDIUM	…/compiler/phases/2-analyze/visitors/AwaitExpression.js	74	// @ts-expect-error we could probably use a neater/more robust mechanism	COMMENT
MEDIUM	…/compiler/phases/2-analyze/visitors/AwaitExpression.js	98	// @ts-expect-error we could probably use a neater/more robust mechanism	COMMENT

Over-Commented Block17 hits · 17 pts

Severity	File	Line	Snippet	Context
LOW	documentation/docs/07-misc/06-v4-migration-guide.md	201		COMMENT
LOW	packages/svelte/elements.d.ts	1	// Type definitions for Svelte HTML, based on JSX React 18 typings	COMMENT
LOW	packages/svelte/elements.d.ts	21	// Saransh Kataria <https://github.com/saranshkataria>	COMMENT
LOW	…time-runes/samples/async-overlap-multiple-7/_config.js	81	a 1 \| b 2 \| c 1 \| d 3	COMMENT
LOW	…time-runes/samples/async-overlap-multiple-7/_config.js	101	// );	COMMENT
LOW	…time-runes/samples/async-overlap-multiple-7/_config.js	121	// a 1 \| b 2 \| c 1 \| d 3	COMMENT
LOW	…time-runes/samples/async-overlap-multiple-5/_config.js	81	// assert.htmlEqual(	COMMENT
LOW	…time-runes/samples/async-overlap-multiple-5/_config.js	101	// <button>pop</button>	COMMENT
LOW	…elte/tests/css/samples/unicode-identifier/expected.css	21	#\31 .svelte-xyz span:where(.svelte-xyz) { color: green; }	COMMENT
LOW	…s/runtime-legacy/samples/sigil-static-hash/main.svelte	1	#foo	COMMENT
LOW	packages/svelte/scripts/generate-browser-support.ts	1	/* eslint-disable no-console */	COMMENT
LOW	packages/svelte/scripts/generate-browser-support.ts	81	// `box: 'device-pixel-content-box'` in `bind_resize_observer`	COMMENT
LOW	…ages/svelte/src/internal/client/dom/elements/events.js	221	(handler_element === document \|\| handler_element === /** @type {any} */ (window))	COMMENT
LOW	…/svelte/src/internal/client/dom/elements/attributes.js	341		COMMENT
LOW	packages/svelte/src/reactivity/media-query.js	1	import { on } from '../events/index.js';	COMMENT
LOW	packages/svelte/src/compiler/migrate/index.js	601	nr_of_props++;	COMMENT
LOW	…compiler/phases/3-transform/client/visitors/IfBlock.js	81	context.state.node,	COMMENT

Fake / Example Data5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	…tor/samples/a11y-role-supports-aria-props/input.svelte	178	<input type="submit" aria-placeholder="placeholder" /> <!-- implicit role: button -->	CODE
LOW	…tor/samples/a11y-role-supports-aria-props/input.svelte	184	<menuitem type="radio" aria-placeholder="placeholder"></menuitem> <!-- implicit role: menuitemradio -->	CODE
LOW	…runtime-runes/samples/derived-dependencies/main.svelte	4	author: 'John Doe',	CODE
LOW	…runtime-runes/samples/derived-dependencies/main.svelte	23	author: 'John Doe',	CODE
LOW	…g/samples/select-option-store-text-content/main.svelte	10	<option disabled value="">{$t('placeholder')}</option>	CODE

Verbosity Indicators3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	…phases/3-transform/server/visitors/shared/component.js	112	// Bindings are a bit special: we don't want to add them to (async) deriveds but we need to check if they have blocke	COMMENT
LOW	…r/phases/3-transform/client/visitors/RegularElement.js	425	// after the element has been hydrated. We need to check if any child	COMMENT
LOW	…phases/3-transform/client/visitors/shared/component.js	204	// Bindings are a bit special: we don't want to add them to (async) deriveds but we need to check if they have blocke	COMMENT

Hyper-Verbose Identifiers4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	…ests/runtime-runes/samples/class-state-raw/main.svelte	4	function someLibFunctionCreatingFroozenObject(value) {	CODE
LOW	…ests/runtime-runes/samples/class-state-raw/main.svelte	12	function someLibFunctionReturningInner(wrapped) {	CODE
LOW	…/samples/proxy-coercive-assignment-warning/Test.svelte	8	export function soThatTestReturnsAnObject() {	CODE
LOW	…-legacy/samples/dynamic-element-animation-2/_config.js	47	function fakeGetBoundingClientRect() {	CODE

Overly Generic Function Names2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	packages/svelte/types/index.d.ts	386	* async function getData(id) {	COMMENT
LOW	packages/svelte/src/index-client.js	57	* async function getData(id) {	COMMENT

sveltejs/svelte

Open-Source Code Quality, Security and Technical Debt Review