3.6

Adjusted Signal

3.6

Raw Pattern Score

100%

Time Factor

2026-10-18

Last Push

8.7K

Stars

JavaScript

Language

123.8K

Lines of Code

932

Files

136

Pattern Hits

2026-10-31

Scan Date

0.06

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 3.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 72 finding(s).

Hallucinated Dependency & Supply Chain Risk 13.7/100 · LOW

Are imports declared and package/API names verified? 62 finding(s).

Agent Over-Engineering Ratio 1.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 26 finding(s).

PR Review Velocity Impact 15.7/100 · LOW

Which changes need focused human review? 136 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 1HIGH 54MEDIUM 4LOW 77

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 136 distinct pattern matches across 10 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)54 hits · 348 pts

Severity	File	Line	Snippet	Context
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	152	print('failed to register reporter "' + env.reporter + '"');	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	153	print(e.message);	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	154	print(e.stack);	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	204	print('Usage: jasmine [command] [options] [files]');	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	205	print('');	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	206	print('Commands:');	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	212	print('%s\t%s', lPad(commandNameText, 10), subCommands[cmd].description);	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	214	print('');	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	215	print('If no command is given, jasmine specs will be run');	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	216	print('');	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	217	print('');	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	219	print('Options:');	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	220	print('%s\tturn off color in spec output', lPad('--no-color', 18));	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	221	print('%s\tforce turn on color in spec output', lPad('--color', 18));	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	222	print('%s\tfilter specs to run only those that match the given string', lPad('--filter=', 18));	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	223	print('%s\tload helper files that match the given string', lPad('--helper=', 18));	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	224	print('%s\tload module that match the given string', lPad('--require=', 18));	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	225	print('%s\t[true\|false] stop spec execution on expectation failure', lPad('--stop-on-failure=', 18));	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	226	print('%s\t[true\|false] stop Jasmine execution on spec failure', lPad('--fail-fast=', 18));	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	227	print('%s\tpath to your optional jasmine.json', lPad('--config=', 18));	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	228	print('%s\tpath to reporter to use instead of the default Jasmine reporter', lPad('--reporter=', 18));	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	229	print('');	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	230	print('The given arguments take precedence over options in your jasmine.json');	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	231	print('The path to your optional jasmine.json can also be configured by setting the JASMINE_CONFIG_PATH environment va	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	236	print('jasmine v' + require('../package.json').version);	CODE
HIGH⚡	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	237	print('jasmine-core v' + options.jasmine.coreVersion());	CODE
HIGH	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	52	print('Unknown options: ' + env.unknownOptions.join(', '));	CODE
HIGH	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	53	print('');	CODE
HIGH	plugins/tiddlywiki/jasmine/files/jasmine/lib/command.js	169	print('spec/support/jasmine.json already exists in your project.');	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	48	print('Randomized with seed ' + options.order.seed);	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	51	print('Started');	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	60	print('Failures:');	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	75	print("Pending:");	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	85	print('Ran ' + executableSpecCount + ' of ' + specCount + plural(' spec', specCount));	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	95	print(specCounts);	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	97	print('No specs found');	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	102	print('Finished in ' + seconds + ' ' + plural('second', seconds));	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	106	print('Incomplete: ' + result.incompleteReason);	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	111	print('Randomized with seed ' + result.order.seed);	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	112	print(' (jasmine --random=true --seed=' + result.order.seed + ')');	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	123	print(colored('yellow', '*'));	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	129	print(colored('green', '.'));	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	137	print(colored('red', 'F'));	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	192	print(failedSpecNumber + ') ');	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	193	print(result.fullName);	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	199	print('Suite error: ' + result.fullName);	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	207	print(indent('Message:', 2));	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	209	print(colored('red', indent(failedExpectation.message, 4)));	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	211	print(indent('Stack:', 2));	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	213	print(indent(stackFilter(failedExpectation.stack), 4));	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	222	print(pendingSpecNumber + ') ');	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	223	print(result.fullName);	CODE
HIGH⚡	…asmine/files/jasmine/lib/reporters/console_reporter.js	229	print(indent(colored('yellow', pendingReason), 2));	CODE
HIGH	…asmine/files/jasmine/lib/reporters/console_reporter.js	151	print('\n');	CODE

Over-Commented Block40 hits · 36 pts

Severity	File	Line	Snippet	Context
LOW	core/modules/utils/dom/csscolorparser.js	1	// (c) Dean McNamee <dean@gmail.com>, 2012.	COMMENT
LOW	core/modules/widgets/navigator.js	401		COMMENT
LOW	bin/serve.sh	1	#!/bin/bash	COMMENT
LOW	editions/test/tiddlers/tests/test-back-indexer.js	101	// if(updateDescriptor["new"].exists) { ... } // correct: stays green	COMMENT
LOW	editions/test/tiddlers/tests/test-linked-list.js	121	var pair = compare(remove(newPair(["A", "A"]), ["A", "A"])); //	COMMENT
LOW	…/test-edit-widgets/test-edit-text-widget-attributes.js	181	// ---------------------------------------------------------------	COMMENT
LOW	…/test-edit-widgets/test-edit-text-widget-attributes.js	301	// manual:	COMMENT
LOW	plugins/tiddlywiki/qrcode/files/qrcode/qrcode.js	1	//---------------------------------------------------------------------	COMMENT
LOW	plugins/tiddlywiki/bibtex/files/bibtexParse.js	1	/* start bibtexParse 0.0.24 */	COMMENT
LOW	plugins/tiddlywiki/xmldom/files/sax.js	341	s = S_TAG_SPACE;	COMMENT
LOW	plugins/tiddlywiki/xmldom/files/dom.js	1101	//var attrs = node2.attributes;	COMMENT
LOW	plugins/tiddlywiki/text-slicer/modules/slicer.js	341	if(url.slice(0,5) === "data:") {	COMMENT
LOW	plugins/tiddlywiki/jasmine/jasmine-plugin.js	41	// The `global` property is needed in two places:	COMMENT
LOW	plugins/tiddlywiki/jasmine/jasmine-plugin.js	101	} else {	COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	61	// @property lastId: Number	COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	1661		COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	2001		COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	3161		COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	3181	// outside the view. To set the restriction dynamically, use	COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	3201	// @option fadeAnimation: Boolean = true	COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	3221	// right after a [`fitBounds()`](#map-fitbounds) or a pinch-zoom.	COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	4121	// @method wrapLatLng(latlng: LatLng): LatLng	COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	4241	this._paneRenderers = {};	COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	4401	_initEvents: function (remove) {	COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	4421	// @event contextmenu: MouseEvent	COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	5081	position: 'topright',	COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	7701	var Marker = Layer.extend({	COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	7741	// @option riseOffset: Number = 250	COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	7761	// visible within the map's bounds	COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	9221	// @namespace Marker	COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	10141	// @aka Popup options	COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	10161	// inside a popup if its content exceeds it.	COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	10181	// @option autoPanPadding: Point = Point(5, 5)	COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	10641	// @namespace Tooltip	COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	11181	options: {	COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	11221	// @option maxNativeZoom: Number = undefined	COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	12061	// @aka TileLayer options	COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	13681	if (map.options.doubleClickZoom === 'center') {	COMMENT
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	13721		COMMENT
LOW	…eospatial/files/open-location-code/openlocationcode.js	1	// Copyright 2014 Google Inc. All rights reserved.	COMMENT

Hyper-Verbose Identifiers24 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	core/modules/filters/math.js	202	function makeNumericBinaryOperator(fnCalc) {	CODE
LOW	core/modules/filters/math.js	213	function makeNumericReducingOperator(fnCalc,initialValue,fnFinal) {	CODE
LOW	core/modules/filters/json-ops.js	135	function getDataItemValueAsStrings(data,indexes) {	CODE
LOW	core/modules/filters/json-ops.js	155	function convertDataItemValueToStrings(item) {	CODE
LOW	core/modules/filters/json-ops.js	188	function convertDataItemKeysToStrings(item) {	CODE
LOW	core/modules/filters/strings.js	150	function makeStringReducingOperator(fnCalc,initialValue) {	CODE
LOW	core/modules/utils/messaging.js	24	function BrowserMessagingSubscriber(options) {	CODE
LOW	core/modules/utils/messaging.js	68	function BrowserMessagingPublisher(options) {	CODE
LOW	…tils/diff-match-patch/diff_match_patch_uncompressed.js	484	function diffCleanupSemanticLossless(diffs) {	CODE
LOW	core/modules/widgets/importvariables.js	112	function haveListedTiddlersChanged() {	CODE
LOW	editions/test/tiddlers/tests/test-filters.js	65	function testWithAndWithoutIndexers(options) {	CODE
LOW	plugins/tiddlywiki/markdown/wrapper.js	162	function parseStringLiteralExtended(source,pos) {	CODE
LOW	plugins/tiddlywiki/twitter-archivist/archivist.js	195	function TwitterArchivistSourceNodeJs(options) {	CODE
LOW	plugins/tiddlywiki/twitter-archivist/archivist.js	222	function TwitterArchivistSourceBrowser(options) {	CODE
LOW	…ugins/tiddlywiki/wikitext-serialize/utils/parsetree.js	27	exports.serializeWikitextParseTree = function serializeWikitextParseTree(tree,options) {	CODE
LOW	plugins/tiddlywiki/jasmine/run-wiki-based-tests.js	58	function readMultipleTiddlersTiddler(title) {	CODE
LOW	…jasmine/files/jasmine-core/lib/jasmine-core/jasmine.js	2464	function originalTimingFunctionsIntact() {	CODE
LOW	…jasmine/files/jasmine-core/lib/jasmine-core/jasmine.js	3867	function objectKeysAreDifferentFormatter(actual, expected, path) {	CODE
LOW	…jasmine/files/jasmine-core/lib/jasmine-core/jasmine.js	3889	function constructorsAreDifferentFormatter(actual, expected, path) {	CODE
LOW	…jasmine/files/jasmine-core/lib/jasmine-core/jasmine.js	3900	function actualArrayIsLongerFormatter(actual, expected, path) {	CODE
LOW	plugins/tiddlywiki/jasmine/files/jasmine/lib/jasmine.js	214	function exitIfAllStreamsCompleted() {	CODE
LOW	plugins/tiddlywiki/dynaview/dynaview.js	218	function shouldPreserveScrollPosition() {	CODE
LOW	plugins/tiddlywiki/geospatial/operators/lookup.js	30	function getPolygonsContainingPoint(featureCollection,point) {	CODE
LOW	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	400	function checkDeprecatedMixinEvents(includes) {	CODE

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	plugins/tiddlywiki/codemirror/files/codemirror.js	1	!function(e,t){"object"==typeof exports&&"undefined"!=typeof module?module.exports=t():"function"==typeof define&&define	CODE

Fake / Example Data7 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	core/modules/editor/factory.js	172	this.editPlaceholder = this.getAttribute("placeholder");	CODE
LOW	core/modules/editor/engines/simple.js	38	this.domNode.setAttribute("placeholder",this.widget.editPlaceholder);	CODE
LOW	core/modules/editor/engines/framed.js	64	this.domNode.setAttribute("placeholder",this.widget.editPlaceholder);	CODE
LOW	core/modules/widgets/edit-shortcut.js	43	this.inputNode.setAttribute("placeholder",this.shortcutPlaceholder);	CODE
LOW	core/modules/widgets/edit-shortcut.js	73	this.shortcutPlaceholder = this.getAttribute("placeholder");	CODE
LOW	…/test-edit-widgets/test-edit-text-widget-attributes.js	209	expect(dn.getAttribute("placeholder")).toBe("Type here");	CODE
LOW	plugins/tiddlywiki/highlight/files/highlight.min.js	316	}),ae=["a","abbr","address","article","aside","audio","b","blockquote","body","button","canvas","caption","cite","code",	CODE

Decorative Section Separators2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	bin/serve.sh	84	# --------------------------------------------------	COMMENT
MEDIUM	bin/serve.sh	98	#----------------------------------------------------	COMMENT

Slop Phrases3 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	7785	* In addition to [shared layer methods](#Layer) like `addTo()` and `remove()` and [popup methods](#Popup) like bindP	COMMENT
LOW	.github/workflows/ci.yml	70	# When making a change here, don't forget to see if it also applies to the step	COMMENT
LOW	.github/workflows/ci.yml	70	# When making a change here, don't forget to see if it also applies to the step	COMMENT

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	…/tiddlywiki/geospatial/files/leaflet.js/leaflet-src.js	12092	// If `true` and user is on a retina display, it will request four tiles of half the specified size and a bigger zoo	COMMENT

Verbosity Indicators2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	.github/workflows/pr-validation.yml	16	# Step 1: Validate PR paths	COMMENT
LOW	.github/workflows/pr-validation.yml	27	# Step 2: Validate change notes	COMMENT

Structural Annotation Overuse2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	.github/workflows/pr-validation.yml	16	# Step 1: Validate PR paths	COMMENT
LOW	.github/workflows/pr-validation.yml	27	# Step 2: Validate change notes	COMMENT

TiddlyWiki/TiddlyWiki5

Open-Source Code Quality, Security and Technical Debt Review