AI Slop Code Risk Monitor

ChenYilong/CYLTabBarController

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

[EN]It is an iOS UI module library for adding animation to iOS tabbar items and icons with Lottie, Liquid Glass and adding a bigger center UITabBar Item. [CN]【中国特色 TabBar】一行代码实现 Lottie 动画TabBar,支持中间带+号的TabBar样式,自带红点角标,支持动态刷新。【iOS27 & Dark Mode & iPhone 18 & iPhone Duo tested】

3.0 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for ChenYilong/CYLTabBarController, a Swift project with 7,055 GitHub stars. SynthScan examined 38,373 lines of code across 408 source files, recording 115 pattern matches distributed across 2 syntactic categories. The legacy adjusted pattern signal is 3.0 (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.

3.0
Adjusted Signal
3.0
Raw Pattern Score
100%
Time Factor
2026-10-31
Last Push
7.1K
Stars
Swift
Language
38.4K
Lines of Code
408
Files
115
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 14.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 115 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 0.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 0 finding(s).

PR Review Velocity Impact 13.9/100 · LOW

Which changes need focused human review? 115 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 115

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 115 distinct pattern matches across 2 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 Block114 hits · 114 pts
SeverityFileLineSnippetContext
LOWExample-Swift-SwiftManager/HealthyHome/OCSwift.h1//COMMENT
LOWExample-Swift-SwiftManager/HealthyHome/OCSwift.m1//COMMENT
LOW…wiftManager/HealthyHome/Libs/imageHelper/ImageHelper.h1//COMMENT
LOWCYLTabBarController_iOS/CYLTabBarController_iOS.h1//COMMENT
LOWExample/CYLMainRootViewController.m1//COMMENT
LOWExample/CYLMainRootViewController.m141 COMMENT
LOWExample/SceneDelegate.m41 } else {COMMENT
LOWExample/SceneDelegate.m61// } else {COMMENT
LOWExample/MainTabBarController.m1//COMMENT
LOWExample/MainTabBarController.m121 // nav.cyl_tabBarItem.badgeColor = UIColor.systemBlueColor;COMMENT
LOWExample/MainTabBarController.m221 COMMENT
LOWExample/MainTabBarController.m241 // NO.3, without shadow : use -[[CYLTabBarController hideTabBarShadowImageView] in CYLMainRootViewController.mCOMMENT
LOWExample/MainTabBarController.m441#endifCOMMENT
LOWExample/MainTabBarController.m541 if ([tabButton cyl_isPlusControl]) {COMMENT
LOWExample/MainTabBarController.m661 rotateAnimation.fromValue = [NSNumber numberWithFloat:0.0]; // 起始角度COMMENT
LOWExample/CYLMainRootViewController.h1//COMMENT
LOWExample/ AppDelegate.m1//COMMENT
LOWExample/ AppDelegate.m21//#pragma clang diagnostic ignored "-Wdeprecated-declarations"COMMENT
LOWExample/ AppDelegate.m61}COMMENT
LOWExample/ AppDelegate.m81// UITextAttributeTextColor : labelColor,COMMENT
LOWExample/main.m1//COMMENT
LOWExample/MainTabBarController.h1//COMMENT
LOWExample/Classes/Module/Home/CYLHomeViewController.h1//COMMENT
LOWExample/Classes/Module/Home/CYLHomeViewController.m1//COMMENT
LOW…ple/Classes/Module/SameCity/CYLDetailsViewController.h1//COMMENT
LOW…le/Classes/Module/SameCity/CYLSameCityViewController.m1//COMMENT
LOW…ple/Classes/Module/SameCity/CYLDetailsViewController.m1//COMMENT
LOW…le/Classes/Module/SameCity/CYLSameCityViewController.h1//COMMENT
LOW…/Classes/Module/Other/CYLPlusDemoChildViewController.h1//COMMENT
LOW…mple/Classes/Module/Message/CYLMessageViewController.m1//COMMENT
LOW…mple/Classes/Module/Message/CYLMessageViewController.m81 // [self.navigationController.tabBarItem setBadgeValue:[NSString stringWithFormat:@"%@", badgeNumber]];COMMENT
LOW…mple/Classes/Module/Message/CYLMessageViewController.h1//COMMENT
LOWExample/Classes/Module/Mine/CYLMineViewController.m1//COMMENT
LOWExample/Classes/Module/Mine/CYLMineViewController.h1//COMMENT
LOW…tDesignExample/CYLFlatDesignTabBarDemoViewController.m1//COMMENT
LOW…s/FlatDesignExample/CYLFlatDesignTableViewController.m1//COMMENT
LOW…signExample/MainVC/CYLFlatDesignMainTabBarController.m1//COMMENT
LOW…signExample/MainVC/CYLFlatDesignMainTabBarController.m81 // NSMutableArray<UIViewController *> *viewControllers = [NSMutableArray array];COMMENT
LOW…signExample/MainVC/CYLFlatDesignMainTabBarController.m101 //// title:titles[i]COMMENT
LOW…signExample/MainVC/CYLFlatDesignMainTabBarController.m121 //// nav.cyl_tabBarItem.badgeSize = CGSizeMake(10, 10);COMMENT
LOWExample/Classes/View/CYLPlusButtonSubclass.m1//COMMENT
LOWExample/Classes/View/CYLPlusButtonSubclass.m261// delegate:nilCOMMENT
LOWExample/Classes/View/CYLPlusButtonSubclass.m361 } completion:nil];COMMENT
LOWExample-Swift/MainTabBarController.swift61 let imageInsets = UIEdgeInsets.zeroCOMMENT
LOW…/Module/Message/Controller/MessageViewController.swift1//COMMENT
LOW…/Module/Message/Controller/MessageViewController.swift21// }COMMENT
LOWCYLTabBarController/UIBarButtonItem+CYLBadgeExtention.m1/*COMMENT
LOW…abBarController/UIColor+CYLTabBarControllerExtention.m1//COMMENT
LOWCYLTabBarController/CYLTabBar.h1//COMMENT
LOWCYLTabBarController/CAAnimation+CYLBadgeExtention.h121// *COMMENT
LOWCYLTabBarController/CAAnimation+CYLBadgeExtention.h141// *COMMENT
LOWCYLTabBarController/CAAnimation+CYLBadgeExtention.h161// duration:(NSTimeInterval)durationCOMMENT
LOW…TabBarController/UIView+CYLTabBarControllerExtention.m1//COMMENT
LOW…bBarController/NSObject+CYLTabBarControllerExtention.m1//COMMENT
LOW…Controller/UITabBarItem+CYLTabBarControllerExtention.m1//COMMENT
LOWCYLTabBarController/CYLConstants.h1//COMMENT
LOWCYLTabBarController/CYLConstants.h281#define CYL_UIDesignOldVersionCYLTabBarOniOS26 ((CYL_IS_IOS_26) && (![CYLConstants isUsedLiquidGlass]))COMMENT
LOWCYLTabBarController/UIControl+CYLBadgeExtention.m1/*COMMENT
LOWCYLTabBarController/CYLTabBarController.m1//COMMENT
LOWCYLTabBarController/CYLTabBarController.m21#endifCOMMENT
54 more matches not shown…
Example Usage Blocks1 hit · 2 pts
SeverityFileLineSnippetContext
LOWscripts/pod-lint.sh2# Usage:COMMENT