1.2

Adjusted Signal

1.2

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

9.3K

Stars

PHP

Language

101.2K

Lines of Code

748

Files

117

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 4.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 100 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.0/100 · LOW

Are imports declared and package/API names verified? 17 finding(s).

Agent Over-Engineering Ratio 2.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 41 finding(s).

PR Review Velocity Impact 5.8/100 · LOW

Which changes need focused human review? 117 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 0HIGH 1MEDIUM 0LOW 116

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 117 distinct pattern matches across 6 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 Identifiers41 hits · 44 pts

Severity	File	Line	Snippet	Context
LOW	tests/UberEngineeringBridgeTest.php	9	public function testExtractArticleFeedFromHtml(): void	CODE
LOW	tests/UberEngineeringBridgeTest.php	39	public function testExtractArticleFeedFromHtmlThrowsWhenFeedScriptIsMissing(): void	CODE
LOW	tests/UtilsTest.php	59	public function testSanitizePathNameInErrorMessage()	CODE
LOW	tests/YoutubeTest.php	39	public function testHandleYoutubeNotIframe()	CODE
LOW	tests/ConfigurationTest.php	12	public function testValueFromDefaultConfig()	CODE
LOW	tests/ConfigurationTest.php	22	public function testValueFromCustomConfig()	CODE
LOW	docs/06_Helper_functions/index.md	206	function stripRecursiveHTMLSection(string $string, string $tag_name, string $tag_start) : string	CODE
LOW	bridges/GitlabIssueBridge.php	193	private function parseMergeRequestDescription()	CODE
LOW	bridges/WikipediaBridge.php	142	private function addTodaysFeaturedArticleGeneric(	CODE
LOW	bridges/BookMyShowBridge.php	1189	private function generateEventDetailsTable($event, $headers = self::TABLE_HEADERS)	CODE
LOW	bridges/BookMyShowBridge.php	1236	private function generateInnerMovieDetails($data)	CODE
LOW	bridges/ShanaprojectBridge.php	144	private function extractAnimeEpisodeInformation($anime)	CODE
LOW	bridges/ShanaprojectBridge.php	156	private function extractAnimeBackgroundImage($anime)	CODE
LOW	bridges/UberEngineeringBridge.php	50	public static function extractArticleFeedFromHtml(string $html, string $path): array	CODE
LOW	bridges/RadioFranceBridge.php	177	private function convertJsonChildrenToHTML($children)	CODE
LOW	bridges/XPathBridge.php	206	protected function getSettingUseRawItemContent(): bool	CODE
LOW⚡	bridges/XPathBridge.php	233	protected function getExpressionItemTimestamp(): string	CODE
LOW⚡	bridges/XPathBridge.php	243	protected function getExpressionItemEnclosures(): string	CODE
LOW⚡	bridges/XPathBridge.php	252	protected function getExpressionItemCategories(): string	CODE
LOW	bridges/BlueskyBridge.php	672	private function getStarterPackDescription(array $record): string	CODE
LOW	bridges/NextInkBridge.php	89	protected function collectArticlesFromHtmlListing($url, $limit)	CODE
LOW	bridges/JustETFBridge.php	239	private function extractFullArticleContent($article)	CODE
LOW	bridges/YoutubeBridge.php	314	private function ytBridgeGetVideoDescriptionEnhancements(	CODE
LOW	bridges/YoutubeBridge.php	498	private function fetchItemsFromFromJsonData($jsonData)	CODE
LOW	bridges/KununuBridge.php	133	private function extractArticleDescription($json)	CODE
LOW	bridges/GiteaBridge.php	259	protected function collectSingleIssueOrPrData($html)	CODE
LOW	bridges/NintendoBridge.php	396	protected function getExpressionItemTimestamp()	CODE
LOW	bridges/NintendoBridge.php	411	protected function getExpressionItemCategories()	CODE
LOW	bridges/Vk2Bridge.php	186	protected function getImageURLWithLargestWidth($items)	CODE
LOW	bridges/CssSelectorComplexBridge.php	356	protected function fetchArticleElementFromPage($entry_url, $content_selector)	CODE
LOW	bridges/FacebookBridge.php	313	private function extractGroupPostEnclosures($post)	CODE
LOW	actions/DisplayAction.php	146	private function createFeedItemFromException($e, BridgeAbstract $bridge): array	CODE
LOW	lib/TwitterClient.php	81	private function extractTweetAndUsersFromGraphQL($timeline)	CODE
LOW	lib/TwitterClient.php	282	private function fetchUserInfoByScreenName(string $screenName)	CODE
LOW	lib/html.php	337	function parseSrcsetLargestImageUrl(string $srcset)	CODE
LOW	lib/html.php	482	function stripRecursiveHTMLSection($string, $tag_name, $tag_start)	CODE
LOW⚡	lib/XPathAbstract.php	270	protected function getExpressionItemTimestamp()	CODE
LOW⚡	lib/XPathAbstract.php	280	protected function getExpressionItemEnclosures()	CODE
LOW⚡	lib/XPathAbstract.php	289	protected function getExpressionItemCategories()	CODE
LOW	lib/XPathAbstract.php	307	protected function getSettingUseRawItemContent(): bool	CODE
LOW	lib/parsedown/Parsedown.php	1618	protected function filterUnsafeUrlInAttribute(array $Element, $attribute)	CODE

Over-Commented Block53 hits · 41 pts

Severity	File	Line	Snippet	Context
LOW	bridges/AppleAppStoreBridge.php	21	// 'iPad' => 'ipad',	COMMENT
LOW	bridges/PatreonBridge.php	61	//'like_count',	COMMENT
LOW	bridges/CollegeDeFranceBridge.php	41	foreach ($html->find('a[data-target]') as $element) {	COMMENT
LOW	bridges/DeveloppezDotComBridge.php	241	*/	COMMENT
LOW	bridges/DeveloppezDotComBridge.php	261	// with only one encoding. We have to check every paragraph and	COMMENT
LOW	bridges/NextgovBridge.php	41	// $media = $newsItem->children($namespaces['media']);	COMMENT
LOW	bridges/OneFortuneADayBridge.php	81	<<<QUOTES	COMMENT
LOW	bridges/OneFortuneADayBridge.php	101	//It is now, and in this world, that we must live.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	121	//Its amazing how much good you can do if you dont care who gets the credit.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	141	//Stay true to those who would do the same for you.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	161	//You will make many changes before settling down happily.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	181	//Good health will be yours for a long time.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	201	//Good news from afar may bring you a welcome visitor.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	221	//You will have unexpected great good luck.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	241	//You will soon witness a miracle.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	261	//When you expect your opponent to yield, you also should avoid hurting him.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	281	//Punctuality is the politeness of kings and the duty of gentle people	COMMENT
LOW	bridges/OneFortuneADayBridge.php	301	//An admirer is concealing his/her affection for you.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	321	//Put your unhappiness aside. Life is beautiful, be happy.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	341	//To effect the quality of the day is no small achievement.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	361	//A dream you have will come true	COMMENT
LOW	bridges/OneFortuneADayBridge.php	381	better.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	401	//Things are never quite the way they seem.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	421	//A single kind work will keep one warm for years.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	441	//Isn't there something else you should be working on right now?	COMMENT
LOW	bridges/OneFortuneADayBridge.php	461	from still loving them again even after all that pain.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	481	to you.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	501	//Hope brings about a better future	COMMENT
LOW	bridges/OneFortuneADayBridge.php	521	//Rarely do great beauty and great virtue dwell together as they do in you.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	541	//It is much easier to look for the bad, than it is to find the good	COMMENT
LOW	bridges/OneFortuneADayBridge.php	561	//Someone stole your fortune and replaced it with this one. Your luck sucks.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	581	//Rest has a peaceful effect on your physical and emotional health.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	601	//Be prepared for extra energy.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	621	//Help, I'm prisoner in a Chinese bakery!!!	COMMENT
LOW	bridges/OneFortuneADayBridge.php	641	//When you can't naturally feel upbeat it can sometimes help you to act as if	COMMENT
LOW	bridges/OneFortuneADayBridge.php	661	//The best things in life aren't things.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	681	//All troubles you have can pass away very quickly.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	701	//You know where you are going and how to get there.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	721	//The joyful energy of the day will have a positive affect on you.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	741	//A small lucky package is on its way to you soon.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	761	//A new friend helps you break out of an old routine.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	781	//Your succeess will astonish everyone.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	801	//You will be successful in your work	COMMENT
LOW	bridges/OneFortuneADayBridge.php	821	//The gambler is like the fisherman both have beginners luck.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	841	//The eyes believe themselves; the ears believe other people.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	861	//Don't just spend time, invest it.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	881	//Excuses are easy to manufacture, and hard to sell.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	901	//today you should be a passenger. Stay close to a driver for a day.	COMMENT
LOW	bridges/OneFortuneADayBridge.php	921	//Be a generous friend and a fair enemy	COMMENT
LOW	bridges/OneFortuneADayBridge.php	941	//Being happy is not always being perfect.	COMMENT
LOW	lib/TwitterClient.php	201	'user_info' => [],	COMMENT
LOW	lib/simplehtmldom/simple_html_dom.php	1161		COMMENT
LOW	lib/parsedown/Parsedown.php	1	<?php	COMMENT

Fake / Example Data17 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	tests/BridgeCardTest.php	62	$this->assertSame('<input type="text" id="id" name="name" value="val" placeholder="placeholder" pattern="\d\d" c	CODE
LOW	tests/BridgeCardTest.php	67	'placeholder' => 'placeholder',	CODE
LOW	docs/06_Helper_functions/index.md	173	// 'John Doe'	COMMENT
LOW⚡	docs/06_Helper_functions/index.md	282	truncate('Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed a neque nunc. Nam nibh sem.', 20 , '...');	CODE
LOW⚡	docs/06_Helper_functions/index.md	282	truncate('Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed a neque nunc. Nam nibh sem.', 20 , '...');	CODE
LOW⚡	docs/06_Helper_functions/index.md	292	<body><p>Lorem ipsum dolor sit amet, consectetur adipiscing elit...</p>	CODE
LOW⚡	docs/06_Helper_functions/index.md	292	<body><p>Lorem ipsum dolor sit amet, consectetur adipiscing elit...</p>	CODE
LOW	static/rss-bridge.js	44	inputElement.value = inputElement.getAttribute("placeholder");	CODE
LOW	.github/prtester.py	88	if parameter.get('placeholder') == '':	STRING
LOW	.github/prtester.py	94	context_parameters[parameter_name] = parameter.get('placeholder')	STRING
LOW	actions/FrontpageAction.php	255	'placeholder' => $parameter['exampleValue'],	CODE
LOW	actions/FrontpageAction.php	273	'placeholder' => $parameter['exampleValue'],	CODE
LOW	lib/seotags.php	193	// At this point, $field = ['author', 'name'] and $json_root = {"author": {"name": "	COMMENT
LOW	lib/seotags.php	200	$json_root = $json_root[0]; // Unwrap list of single item e.g. {"author"	CODE
LOW	lib/seotags.php	212	// At this point, $field = "name" and $json_root = {"name": "John Doe"}	COMMENT
LOW	lib/seotags.php	225	break; // Stop on first match, e.g. {"author":{"name":"John Doe"}} has prior	CODE
LOW	lib/html.php	108	'placeholder',	CODE

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	bridges/PixivBridge.php	213	//exclude AI generated works if unchecked.	COMMENT

Structural Annotation Overuse4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	docs/05_Bridge_API/02_BridgeAbstract.md	38	## Step 1 - Create a new file	COMMENT
LOW	docs/05_Bridge_API/02_BridgeAbstract.md	42	## Step 2 - Add a class, extending `BridgeAbstract`	COMMENT
LOW	docs/05_Bridge_API/02_BridgeAbstract.md	61	## Step 3 - Add general constants to the class	COMMENT
LOW	docs/05_Bridge_API/02_BridgeAbstract.md	93	## Step 4 - Implement a function to collect feed data	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	lib/WebDriverAbstract.php	134	* Don't forget to call cleanUp() at the end.	COMMENT

RSS-Bridge/rss-bridge

Open-Source Code Quality, Security and Technical Debt Review