0.9

Adjusted Signal

0.9

Raw Pattern Score

100%

Time Factor

—

Last Push

—

Stars

—

Language

232.0K

Lines of Code

176

Files

137

Pattern Hits

2026-10-31

Scan Date

0.04

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 2.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 95 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.0/100 · LOW

Are imports declared and package/API names verified? 41 finding(s).

Agent Over-Engineering Ratio 0.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 22 finding(s).

PR Review Velocity Impact 4.3/100 · LOW

Which changes need focused human review? 137 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 2MEDIUM 5LOW 125

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 137 distinct pattern matches across 8 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.

Over-Commented Block65 hits · 64 pts

Severity	File	Line	Snippet	Context
LOW	svg/hash.go	121	Y1 Hash = 0x9e02 // y1	COMMENT
LOW	svg/hash.go	141	// "cursor": Cursor,	COMMENT
LOW	svg/hash.go	161	// "font-variant": Font_Variant,	COMMENT
LOW	svg/hash.go	181	// "missing-glyph": Missing_Glyph,	COMMENT
LOW	svg/hash.go	201	// "stroke": Stroke,	COMMENT
LOW	svg/hash.go	221	// "viewBox": ViewBox,	COMMENT
LOW	svg/table.go	21	// svg.Direction: true,	COMMENT
LOW	svg/table.go	41	// svg.Lighting_Color: true,	COMMENT
LOW	svg/table.go	61	// svg.Stroke: true,	COMMENT
LOW	svg/table.go	81	// svg.Writing_Mode: true,	COMMENT
LOW	css/css_test.go	361	// TODO: functions	COMMENT
LOW	css/css_test.go	381	//{"width:96px", "width:1in"},	COMMENT
LOW	css/css.go	1481	// } else {	COMMENT
LOW	css/css.go	1501	// multipliers = []float64{0.013888888888888889, 0.083333333333333333, 1.3333333333333333}	COMMENT
LOW	css/css.go	1521	// multipliers = []float64{0.1, 4.0}	COMMENT
LOW	css/css.go	1541	// multipliers = []float64{360.0, 400.0}	COMMENT
LOW	css/css.go	1561	// //dimensions = []Hash{Dppx, Dpi}	COMMENT
LOW	css/css.go	1581	// num = b	COMMENT
LOW	css/hash.go	441	// "alpha": Alpha,	COMMENT
LOW	css/hash.go	461	// "background-origin": Background_Origin,	COMMENT
LOW	css/hash.go	481	// "border-left-color": Border_Left_Color,	COMMENT
LOW	css/hash.go	501	// "caret-color": Caret_Color,	COMMENT
LOW	css/hash.go	521	// "cornsilk": Cornsilk,	COMMENT
LOW	css/hash.go	541	// "darkseagreen": Darkseagreen,	COMMENT
LOW	css/hash.go	561	// "fill": Fill,	COMMENT
LOW	css/hash.go	581	// "font-weight": Font_Weight,	COMMENT
LOW	css/hash.go	601	// "grid-row-gap": Grid_Row_Gap,	COMMENT
LOW	css/hash.go	621	// "justify-content": Justify_Content,	COMMENT
LOW	css/hash.go	641	// "lemonchiffon": Lemonchiffon,	COMMENT
LOW	css/hash.go	661	// "list-style-image": List_Style_Image,	COMMENT
LOW	css/hash.go	681	// "mediumorchid": Mediumorchid,	COMMENT
LOW	css/hash.go	701	// "none": None,	COMMENT
LOW	css/hash.go	721	// "padding-bottom": Padding_Bottom,	COMMENT
LOW	css/hash.go	741	// "pitch-range": Pitch_Range,	COMMENT
LOW	css/hash.go	761	// "right": Right,	COMMENT
LOW	css/hash.go	781	// "scrollbar-track-color": Scrollbar_Track_Color,	COMMENT
LOW	css/hash.go	801	// "supports": Supports,	COMMENT
LOW	css/hash.go	821	// "transition": Transition,	COMMENT
LOW	css/hash.go	841	// "widows": Widows,	COMMENT
LOW	js/vars.go	81		COMMENT
LOW	js/js_test.go	421	//{`if(a){return a;a=5}return b`, `return a\|\|b`},	COMMENT
LOW	js/js_test.go	761		COMMENT
LOW	js/js.go	561	func (m jsMinifier) minifyFuncDecl(decl js.FuncDecl, inExpr bool) {	COMMENT
LOW	js/stmtlist.go	101	//for _, item := range decl.List {	COMMENT
LOW	js/stmtlist.go	121	if item.Default != nil {	COMMENT
LOW	tests/js/corpus/jquery.dataTables.js	7021	// Property extension	COMMENT
LOW	tests/js/corpus/jquery.dataTables.js	7041	// methodExt: [ ... ], -- array - Array of Api object definitions to extend the method result	COMMENT
LOW	tests/js/corpus/jquery.js	1161	// whenever `document.activeElement` is accessed on an iframe	COMMENT
LOW	tests/js/corpus/jquery.js	3621	// In cases where either:	COMMENT
LOW	html/hash.go	281	// "about": About,	COMMENT
LOW	html/hash.go	301	// "autoplay": Autoplay,	COMMENT
LOW	html/hash.go	321	// "class": Class,	COMMENT
LOW	html/hash.go	341	// "del": Del,	COMMENT
LOW	html/hash.go	361	// "for": For,	COMMENT
LOW	html/hash.go	381	// "hidden": Hidden,	COMMENT
LOW	html/hash.go	401	// "ismap": Ismap,	COMMENT
LOW	html/hash.go	421	// "marquee": Marquee,	COMMENT
LOW	html/hash.go	441	// "noscript": Noscript,	COMMENT
LOW	html/hash.go	461	// "poster": Poster,	COMMENT
LOW	html/hash.go	481	// "rtc": Rtc,	COMMENT
5 more matches not shown…

Hallucination Indicators5 hits · 55 pts

Severity	File	Line	Snippet	Context
CRITICAL	tests/js/corpus/jquery.dataTables.js	13760	* $.fn.dataTable.ext.type.detect.push(	COMMENT
CRITICAL	tests/js/corpus/jquery.js	7051	jQuery.each( jQuery.expr.match.bool.source.match( /\w+/g ), function( i, name ) {	CODE
CRITICAL	tests/html/corpus/wikipedia.html	54	<div id="mw-content-text" lang="en" dir="ltr" class="mw-content-ltr"><div class="hatnote">"POTUS" redirects here. Fo	CODE
CRITICAL	_benchmarks/sample_wikipedia.html	54	<div id="mw-content-text" lang="en" dir="ltr" class="mw-content-ltr"><div class="hatnote">"POTUS" redirects here. Fo	CODE
CRITICAL	_benchmarks/sample_jquery.js	7051	jQuery.each( jQuery.expr.match.bool.source.match( /\w+/g ), function( i, name ) {	CODE

Fake / Example Data36 hits · 41 pts

Severity	File	Line	Snippet	Context
LOW	tests/js/corpus/jquery.dataTables.js	2774	.attr( 'placeholder', language.sSearchPlaceholder )	CODE
LOW	tests/js/corpus/jquery.dataTables.js	12179	* // { "phone": 5552368, "phone_filter": "5552368 555-2368", "phone_display": "555-2368" }	COMMENT
LOW	tests/html/corpus/amazon.html	230	offline:function(){return navigator.hasOwnProperty&&navigator.hasOwnProperty("onLine")&&navigator.onLine},dragDrop:funct	CODE
LOW⚡	tests/xml/corpus/test.xml	1097	<title>Lorem Ipsum</title>	CODE
LOW⚡	tests/xml/corpus/test.xml	1103	<content:encoded><![CDATA[Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Donec mollis. Quisque convallis lib	CODE
LOW⚡	tests/xml/corpus/test.xml	1103	<content:encoded><![CDATA[Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Donec mollis. Quisque convallis lib	CODE
LOW⚡	tests/xml/corpus/test.xml	1105	Cras volutpat, lacus quis semper pharetra, nisi enim dignissim est, et sollicitudin quam ipsum vel mi. Sed commodo urna	CODE
LOW⚡	tests/xml/corpus/test.xml	1105	Cras volutpat, lacus quis semper pharetra, nisi enim dignissim est, et sollicitudin quam ipsum vel mi. Sed commodo urna	CODE
LOW⚡	tests/xml/corpus/test.xml	1111	Cras pede. Nullam id velit sit amet turpis tincidunt sagittis. Nunc malesuada. Nunc consequat scelerisque odio. Donec eu	CODE
LOW⚡	tests/xml/corpus/test.xml	1111	Cras pede. Nullam id velit sit amet turpis tincidunt sagittis. Nunc malesuada. Nunc consequat scelerisque odio. Donec eu	CODE
LOW⚡	tests/xml/corpus/test.xml	1125	Lorem Ipsum-Õ¨ Õ¿ÕºÕ¡Õ£Ö€Õ¸Ö‚Õ©ÕµÕ¡Õ¶ Ö‡ Õ¿ÕºÕ¡Õ£Ö€Õ¡Õ¯Õ¡Õ¶ Õ¡Ö€Õ¤ÕµÕ¸Ö‚Õ¶Õ¡Õ¢Õ¥Ö€Õ¸Ö‚Õ©ÕµÕ¡Õ¶ Õ°Õ¡Õ´Õ¡Ö€ Õ¶Õ¡ÕÕ¡Õ¿Õ¥Õ½	CODE
LOW⚡	tests/xml/corpus/test.xml	1129	Lorem Ipsum Ðµ ÐµÐ»ÐµÐ¼ÐµÐ½Ñ‚Ð°Ñ€ÐµÐ½ Ð¿Ñ€Ð¸Ð¼ÐµÑ€ÐµÐ½ Ñ‚ÐµÐºÑÑ‚, Ð¸Ð·Ð¿Ð¾Ð»Ð·Ð²Ð°Ð½ Ð² Ð¿ÐµÑ‡Ð°Ñ‚Ð°Ñ€ÑÐºÐ°Ñ‚Ð° Ð¸ Ñ‚Ð	CODE
LOW⚡	tests/xml/corpus/test.xml	1133	Lorem Ipsum Ã©s un text de farciment usat per la indÃºstria de la tipografia i la impremta. Lorem Ipsum ha estat el text	CODE
LOW⚡	tests/xml/corpus/test.xml	1137	Lorem Ipsum je jednostavno probni tekst koji se koristi u tiskarskoj i slovoslagarskoj industriji. Lorem Ipsum postoji k	CODE
LOW⚡	tests/xml/corpus/test.xml	1141	Lorem Ipsum je demonstrativnÃ vÃ½plÅˆovÃ½ text pouÅ¾ÃvanÃ½ v tiskaÅ™skÃ©m a knihaÅ™skÃ©m prÅ¯myslu. Lorem Ipsum je pov	CODE
LOW⚡	tests/xml/corpus/test.xml	1145	Lorem Ipsum este pur ÅŸi simplu o machetÄƒ pentru text a industriei tipografice. Lorem Ipsum a fost macheta standard a i	CODE
LOW⚡	tests/xml/corpus/test.xml	1149	Lorem Ipsum Ñ˜Ðµ Ñ˜ÐµÐ´Ð½Ð¾ÑÑ‚Ð°Ð²Ð½Ð¾ Ð¼Ð¾Ð´ÐµÐ» Ñ‚ÐµÐºÑÑ‚Ð° ÐºÐ¾Ñ˜Ð¸ ÑÐµ ÐºÐ¾Ñ€Ð¸ÑÑ‚Ð¸ Ñƒ ÑˆÑ‚Ð°Ð¼Ð¿Ð°Ñ€ÑÐºÐ¾Ñ˜ Ð	CODE
LOW	tests/xml/corpus/test.xml	1379	<excerpt:encoded><![CDATA[Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Donec mollis. Quisque convallis lib	CODE
LOW	tests/xml/corpus/test.xml	1379	<excerpt:encoded><![CDATA[Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Donec mollis. Quisque convallis lib	CODE
LOW	tests/xml/corpus/test.xml	6281	<content:encoded><![CDATA[(lorem ipsum)]]></content:encoded>	CODE
LOW	tests/xml/corpus/test.xml	6307	<content:encoded><![CDATA[(lorem ipsum)]]></content:encoded>	CODE
LOW	tests/xml/corpus/test.xml	6333	<content:encoded><![CDATA[(lorem ipsum)]]></content:encoded>	CODE
LOW	tests/xml/corpus/test.xml	6359	<content:encoded><![CDATA[(lorem ipsum)]]></content:encoded>	CODE
LOW	tests/xml/corpus/test.xml	6385	<content:encoded><![CDATA[(lorem ipsum)]]></content:encoded>	CODE
LOW	tests/xml/corpus/test.xml	7754	<wp:comment_content><![CDATA[[...] AnotherÂ trackback test.Â Â Lorem ipsum dolor sit amet, consectetuer adipiscing eli	CODE
LOW	tests/xml/corpus/test.xml	7754	<wp:comment_content><![CDATA[[...] AnotherÂ trackback test.Â Â Lorem ipsum dolor sit amet, consectetuer adipiscing eli	CODE
LOW	_benchmarks/sample_large.json	1682	"about": "Nulla est magna id et consectetur dolore excepteur. Irure velit Lorem ipsum commodo esse veniam reprehenderi	CODE
LOW	_benchmarks/sample_large.json	2897	"about": "Enim aliqua occaecat labore deserunt culpa minim fugiat ipsum eiusmod cupidatat in magna. Sint aute Lorem ip	CODE
LOW	_benchmarks/sample_large.json	6857	"about": "Nulla Lorem minim pariatur incididunt aute occaecat velit proident sint ea pariatur. Labore minim mollit sit	CODE
LOW	_benchmarks/sample_large.json	12167	"about": "Fugiat enim cupidatat pariatur aliqua do culpa esse sint adipisicing mollit proident veniam. Adipisicing iru	CODE
LOW	_benchmarks/sample_large.json	12842	"about": "Sint esse amet mollit veniam ad Lorem ipsum do id proident ipsum deserunt amet. Officia id cupidatat ipsum c	CODE
LOW	_benchmarks/sample_large.json	15092	"about": "Veniam sit irure minim est officia amet velit commodo sit voluptate qui proident adipisicing. Sit laborum do	CODE
LOW	_benchmarks/sample_large.json	18557	"about": "Sint sunt reprehenderit excepteur Lorem ad ullamco laborum. Enim consequat commodo id amet ad pariatur est.	CODE
LOW	_benchmarks/sample_large.json	19772	"about": "Mollit nulla deserunt proident occaecat id enim incididunt. Reprehenderit proident ipsum eiusmod officia eli	CODE
LOW	_benchmarks/sample_large.json	24902	"about": "Voluptate magna laboris nisi do sint duis. Adipisicing exercitation Lorem ipsum ad quis do aute qui id conse	CODE
LOW	_benchmarks/sample_amazon.html	230	offline:function(){return navigator.hasOwnProperty&&navigator.hasOwnProperty("onLine")&&navigator.onLine},dragDrop:funct	CODE

Hyper-Verbose Identifiers21 hits · 21 pts

Severity	File	Line	Snippet	Context
LOW	tests/js/corpus/moment.js	564	function positiveMomentsDifference(base, other) {	CODE
LOW	tests/js/corpus/moment.js	609	function addOrSubtractDurationFromMoment(mom, duration, isAdding, updateOffset) {	CODE
LOW	tests/js/corpus/moment.js	1118	function replaceLongDateFormatTokens(input) {	CODE
LOW	tests/js/corpus/moment.js	1524	function makeDateFromStringAndFormat(config) {	CODE
LOW	tests/js/corpus/moment.js	1596	function makeDateFromStringAndArray(config) {	CODE
LOW	tests/js/corpus/jquery.js	5636	function computePixelPositionAndBoxSizingReliable() {	CODE
LOW	tests/js/corpus/jquery.js	7581	function addToPrefiltersOrTransports( structure ) {	CODE
LOW	tests/js/corpus/jquery.js	7613	function inspectPrefiltersOrTransports( structure, options, originalOptions, jqXHR ) {	CODE
LOW	tests/html/corpus/amazon.html	1438	function tryInitClientTriggeredWeblabs(issInitObj) {	CODE
LOW	tests/html/corpus/amazon.html	2299	function PendingFinalRotationState() {	CODE
LOW	_benchmarks/sample_moment.js	537	function replaceLongDateFormatTokens(input) {	CODE
LOW	_benchmarks/sample_moment.js	2811	function configFromStringAndFormat(config) {	CODE
LOW	_benchmarks/sample_moment.js	3484	function isDaylightSavingTimeShifted() {	CODE
LOW	_benchmarks/sample_moment.js	3610	function positiveMomentsDifference(base, other) {	CODE
LOW	_benchmarks/sample_moment.js	5454	function getSetRelativeTimeRounding(roundingFunction) {	CODE
LOW	_benchmarks/sample_moment.js	5466	function getSetRelativeTimeThreshold(threshold, limit) {	CODE
LOW	_benchmarks/sample_amazon.html	1438	function tryInitClientTriggeredWeblabs(issInitObj) {	CODE
LOW	_benchmarks/sample_amazon.html	2299	function PendingFinalRotationState() {	CODE
LOW	_benchmarks/sample_jquery.js	5636	function computePixelPositionAndBoxSizingReliable() {	CODE
LOW	_benchmarks/sample_jquery.js	7581	function addToPrefiltersOrTransports( structure ) {	CODE
LOW	_benchmarks/sample_jquery.js	7613	function inspectPrefiltersOrTransports( structure, options, originalOptions, jqXHR ) {	CODE

Synthetic Comment Markers2 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	tests/js/corpus/jquery-ui.js	9334	// Format a name, short or long as requested	COMMENT
HIGH	_benchmarks/sample_jqueryui.js	9334	// Format a name, short or long as requested	COMMENT

AI Slop Vocabulary5 hits · 13 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/js/corpus/moment.js	2362	// to utilize falling through the cases.	COMMENT
MEDIUM	tests/js/corpus/jquery.js	9154	// understands anonymous AMD modules. A named AMD is safest and most robust	COMMENT
MEDIUM	tests/xml/corpus/test.xml	1074	<li>See <a href="http://codex.wordpress.org/Theme_Development">Theme Development</a> for <a href="http://codex.wordpres	CODE
MEDIUM	tests/xml/corpus/test.xml	1075	<li>See <a href="http://codex.wordpress.org/Theme_Unit_Test">Theme Unit Test</a> for a robust test suite for your Theme	CODE
MEDIUM	_benchmarks/sample_jquery.js	9154	// understands anonymous AMD modules. A named AMD is safest and most robust	COMMENT

Verbosity Indicators2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	tests/js/corpus/jquery-ui.js	12515	// IE sets focus asynchronously, so we need to check if focus	COMMENT
LOW	_benchmarks/sample_jqueryui.js	12515	// IE sets focus asynchronously, so we need to check if focus	COMMENT

Modern Structural Boilerplate1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	bindings/py/src/minify/__init__.py	6	__all__ = ['MinifyError', 'config', 'file', 'string']	CODE

tdewolff/minify

Open-Source Code Quality, Security and Technical Debt Review