1.6

Adjusted Signal

1.6

Raw Pattern Score

100%

Time Factor

2026-10-07

Last Push

4.4K

Stars

JavaScript

Language

51.8K

Lines of Code

Files

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 6.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 68 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.2/100 · LOW

Are imports declared and package/API names verified? 4 finding(s).

Agent Over-Engineering Ratio 0.4/100 · LOW

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

PR Review Velocity Impact 7.5/100 · LOW

Which changes need focused human review? 72 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 0MEDIUM 0LOW 71

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 72 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.

Over-Commented Block62 hits · 62 pts

Severity	File	Line	Snippet	Context
LOW	RandomSexyPic/randomSexyPic.user.js	1	// ==UserScript==	COMMENT
LOW	Easy offline/Easy offline pikpak.user.js	1	// ==UserScript==	COMMENT
LOW	Easy offline/Easy offline.user.js	1	// ==UserScript==	COMMENT
LOW	Easy offline/Easy offline.user.js	21	// @exclude ://.iqiyi.com/w_*	COMMENT
LOW	Easy offline/Easy offline.user.js	41	// @exclude ://m.v.qq.com/x/page/	COMMENT
LOW	Easy offline/Easy offline.user.js	61	// @grant GM_registerMenuCommand	COMMENT
LOW	T66y tool/T66y tool.user.js	1	// ==UserScript==	COMMENT
LOW	Appinn Comment/AppinnComment.user.js	1	// ==UserScript==	COMMENT
LOW	True URL downloads/True URL downloads.user.js	1	// ==UserScript==	COMMENT
LOW	True URL downloads/True URL downloads.user.js	21	// @grant GM_getValue	COMMENT
LOW	Picviewer CE+/pvcep_pdf_addon.user.js	1	// ==UserScript==	COMMENT
LOW	Picviewer CE+/GM_config CN.js	1	// ==UserScript==	COMMENT
LOW	Mouse Gestures/Mouse Gestures.user.js	1	// ==UserScript==	COMMENT
LOW	FlashViewer-HTML5 Video/flashViewer.user.js	1	// ==UserScript==	COMMENT
LOW	FlashViewer-HTML5 Video/flashViewer.user.js	101	url: /^https?:\/\/(?:static\|player)\.youku\.com\/.+/i,	COMMENT
LOW	MoreSteamRatings/MoreSteamRatings.user.js	1	// ==UserScript==	COMMENT
LOW	Highlight Every Code/Highlight Every Code.user.js	1	// ==UserScript==	COMMENT
LOW	X-Downloader/X-Downloader.user.js	1	// ==UserScript==	COMMENT
LOW	DownloadAllContent/DownloadAllContent.user.js	1	// ==UserScript==	COMMENT
LOW	DownloadAllContent/DownloadAllContent.user.js	21	// @grant GM_setClipboard	COMMENT
LOW	DownloadAllContent/DownloadAllContentSavaAsZIP.user.js	1	// ==UserScript==	COMMENT
LOW	Disable AD of ThisAV/Disable AD of ThisAV.user.js	1	// ==UserScript==	COMMENT
LOW	…-pic-stealing-link/Anti-anti-pic-stealing-link.user.js	1	// ==UserScript==	COMMENT
LOW	…tch Traditional Chinese and Simplified Chinese.user.js	1	// ==UserScript==	COMMENT
LOW	…tch Traditional Chinese and Simplified Chinese.user.js	21	// @grant GM_deleteValue	COMMENT
LOW	BingBgForBaidu/BingBgForBaidu.user.js	1	// ==UserScript==	COMMENT
LOW	BingBgForBaidu/BingBgForGoogle.user.js	1	// ==UserScript==	COMMENT
LOW	BingBgForBaidu/BingBgForGoogle.user.js	21	// @match ://www.google.ad/	COMMENT
LOW	BingBgForBaidu/BingBgForGoogle.user.js	41	// @match ://www.google.com.bn/	COMMENT
LOW	BingBgForBaidu/BingBgForGoogle.user.js	61	// @match ://www.google.com.cu/	COMMENT
LOW	BingBgForBaidu/BingBgForGoogle.user.js	81	// @match ://www.google.ge/	COMMENT
LOW	BingBgForBaidu/BingBgForGoogle.user.js	101	// @match ://www.google.is/	COMMENT
LOW	BingBgForBaidu/BingBgForGoogle.user.js	121	// @match ://www.google.lv/	COMMENT
LOW	BingBgForBaidu/BingBgForGoogle.user.js	141	// @match ://www.google.ne/	COMMENT
LOW	BingBgForBaidu/BingBgForGoogle.user.js	161	// @match ://www.google.ro/	COMMENT
LOW	BingBgForBaidu/BingBgForGoogle.user.js	181	// @match ://www.google.co.th/	COMMENT
LOW	Kill Baidu AD/Kill Baidu AD.user.js	1	// ==UserScript==	COMMENT
LOW	SearchJumper/searchJumperPinyinAddon.lib.js	1	// ==UserScript==	COMMENT
LOW	SearchJumper/HideSaladict.user.js	1	// ==UserScript==	COMMENT
LOW	SearchJumper/searchJumperLevenshteinAddon.lib.js	1	// ==UserScript==	COMMENT
LOW	HacgGodTurn/HacgGodTurn.user.js	1	// ==UserScript==	COMMENT
LOW	HacgGodTurn/HacgGodTurn.user.js	21	// @include http://okloli.	COMMENT
LOW	HacgGodTurn/HacgGodTurn.user.js	41	// @include http://.hacg./wp/	COMMENT
LOW	HacgGodTurn/HacgGodTurn.user.js	61	// @include http://www.acg15.com/	COMMENT
LOW	HacgGodTurn/HacgGodTurn.user.js	81	// @include http://www.uraban.me/	COMMENT
LOW	HacgGodTurn/HacgGodTurn.user.js	101	// @include http://www.l-sj.cc/	COMMENT
LOW	HacgGodTurn/HacgGodTurn.user.js	121	// @grant GM_setClipboard	COMMENT
LOW	.github/workflows/main.yml	21	# wget --no-cache -O "Pagetual/items_all.json" http://wedata.net/databases/AutoPagerize/items_all.json	COMMENT
LOW	Pagetual/pagetual.user.js	1	// ==UserScript==	COMMENT
LOW	Pagetual/pagetual.user.js	21	// @name:fi Pagetual	COMMENT
LOW	Pagetual/pagetual.user.js	41	// @description:ru Автоматическая подгрузка следующих страниц и вставка их содержимого в текущую страницу. Поддержив	COMMENT
LOW	Pagetual/pagetual.user.js	61	// @description:uk Автоматичне отримання наступних веб-сторінок із розбивкою на сторінки та вставка на поточну сторі	COMMENT
LOW	Pagetual/pagetual.user.js	81	// @grant GM.registerMenuCommand	COMMENT
LOW	…asyfork Search with Sleazyfork Results include.user.js	1	// ==UserScript==	COMMENT
LOW	…asyfork Search with Sleazyfork Results include.user.js	21	// @grant GM_notification	COMMENT
LOW	Messi/messi.user.js	1	// ==UserScript==	COMMENT
LOW	Bilibili Bangumi Cover/Bilibili Bangumi Cover.user.js	1	// ==UserScript==	COMMENT
LOW	Invite Code Tool/Invite Code Tool.user.js	1	// ==UserScript==	COMMENT
LOW	Select All Checkboxes/Select All Checkboxes.user.js	1	// ==UserScript==	COMMENT
LOW	Kill TieBa AD/Kill TieBa AD.user.js	1	// ==UserScript==	COMMENT
2 more matches not shown…

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	Pagetual/pagetualRules.json	6492	"pagePre": "let evalData=response.match(/\\<!\\[CDATA\\[\\\\/\\s+(window\\.[\\s\\S]*?)window\\.__PRELOADED_STATE_P	CODE

Hyper-Verbose Identifiers4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	Pagetual/pagetual.user.js	4220	function extractCharsetFromContentType(contentType) {	CODE
LOW	Pagetual/pagetual.user.js	4225	function decodeArrayBufferByCharset(buffer, preferredCharset) {	CODE
LOW	Pagetual/pagetual.user.js	4268	function detectCharsetFromHtmlHead(buffer) {	CODE
LOW	Pagetual/pagetual.user.js	10701	function switchToWedataMirrorOnFail(rule) {	CODE

Fake / Example Data3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	…tch Traditional Chinese and Simplified Chinese.user.js	1003	let _placeholder = child.getAttribute('placeholder');	CODE
LOW	…tch Traditional Chinese and Simplified Chinese.user.js	1007	child.setAttribute('placeholder', placeholder);	CODE
LOW	…tch Traditional Chinese and Simplified Chinese.user.js	1778	testInput.setAttribute('placeholder', "輸入文字后，按下快速鍵");	CODE

Deep Nesting1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…itch Traditional Chinese and Simplified Chinese/run.py	33		CODE

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	Pagetual/pagetual.user.js	4500	async function getData(key) {	CODE

hoothin/UserScripts

Open-Source Code Quality, Security and Technical Debt Review