AI Slop Code Risk Monitor

insin/control-panel-for-twitter

Name: insin/control-panel-for-twitter — JavaScript Code Quality & Security Review | AI Slop Code Risk Monitor
Creator: AI Slop Code Risk Monitor

Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

Browser extension which gives you more control over your Twitter timeline and adds missing features and UI improvements - for desktop and mobile

1.7 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for insin/control-panel-for-twitter, a JavaScript project with 2,652 GitHub stars. SynthScan examined 16,710 lines of code across 52 source files, recording 34 pattern matches distributed across 1 syntactic category. The legacy adjusted pattern signal is 1.7 (Low pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

1.7

Adjusted Signal

1.7

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

2.7K

Stars

JavaScript

Language

16.7K

Lines of Code

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 8.0/100 · LOW

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

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 0 finding(s).

Agent Over-Engineering Ratio 8.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 34 finding(s).

PR Review Velocity Impact 9.7/100 · LOW

Which changes need focused human review? 34 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 0MEDIUM 0LOW 34

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 34 distinct pattern matches across 1 syntactic category. 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 Identifiers34 hits · 28 pts

Severity	File	Line	Snippet	Context
LOW	options.js	485	function shouldDisplayHideQuotesFrom() {	CODE
LOW	options.js	537	function updateHideQuotesFromDisplay() {	CODE
LOW	script.js	2484	function isOnAccessibilitySettingsPage() {	CODE
LOW	script.js	2508	function isOnDiscoverCommunitiesPage() {	CODE
LOW	script.js	2580	function isOnSeparatedTweetsTimeline() {	CODE
LOW	script.js	2592	function shouldShowSeparatedTweetsTab() {	CODE
LOW	script.js	3078	function observeBodyBackgroundColor() {	CODE
LOW	script.js	3208	async function observeDesktopComposeTweetModal($popup) {	CODE
LOW	script.js	3271	async function observeDesktopHomeTimelineTweetBox() {	CODE
LOW	script.js	3336	async function observeDesktopModalTimeline($popup) {	CODE
LOW	script.js	3351	function observeModalTimelineItems($timeline) {	CODE
LOW	script.js	3787	return async function observeSideNavTweetButton() {	CODE
LOW	script.js	3962	function observeDesktopTweetEditorPlaceholder($editorRoot, {	CODE
LOW	script.js	3981	async function observeIndividualTweetTimeline(page) {	CODE
LOW	script.js	4030	async function addAccountLocationToFocusedTweet($permalinkBar, screenName) {	CODE
LOW	script.js	4093	function addCaretMenuListenerForQuoteTweet($tweet) {	CODE
LOW	script.js	4170	async function addToggleListRetweetsMenuItem($switchMenuItem) {	CODE
LOW	script.js	4210	function checkforDisabledHomeTimeline() {	CODE
LOW	script.js	4226	function checkReactNativeStylesheet() {	CODE
LOW	script.js	5386	function configureSeparatedTweetsTimelineTitle() {	CODE
LOW	script.js	6339	function onIndividualTweetTimelineChange($timeline, options) {	CODE
LOW	script.js	6753	function handleDesktopModalRouteChange(path) {	CODE
LOW	script.js	6918	function removeMobileTimelineHeaderElements() {	CODE
LOW	script.js	6953	function restoreTweetInteractionsLinks({$actionBar, $focusedTweet, tweetInfo, isOwnTweet, tweetPath}) {	CODE
LOW	script.js	7033	function shouldHideIndividualTweetTimelineItem(type) {	CODE
LOW	script.js	7052	function shouldHideListTimelineItem(type) {	CODE
LOW	script.js	7071	function shouldHideHomeTimelineItem(type, page) {	CODE
LOW	script.js	7099	function shouldHideProfileTimelineItem(type) {	CODE
LOW	script.js	7120	function shouldHideOtherTimelineItem(type) {	CODE
LOW	script.js	7248	function tweakCommunityMembersPage() {	CODE
LOW	script.js	7543	function updateSelectedHomeTabIndex() {	CODE
LOW	script.js	7587	async function tweakMobileComposeTweetPage() {	CODE
LOW	script.js	7590	function observeUserTypeaheadDropdown($tweetTextareaContainer) {	CODE
LOW	script.js	7691	async function tweakMobileMediaViewerPage() {	CODE