1.6

Adjusted Signal

1.6

Raw Pattern Score

100%

Time Factor

—

Last Push

—

Stars

—

Language

77.2K

Lines of Code

311

Files

132

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 6.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 111 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.0/100 · LOW

Are imports declared and package/API names verified? 21 finding(s).

Agent Over-Engineering Ratio 1.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 21 finding(s).

PR Review Velocity Impact 8.2/100 · LOW

Which changes need focused human review? 132 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 132

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 132 distinct pattern matches across 3 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 Block90 hits · 87 pts

Severity	File	Line	Snippet	Context
LOW	benchmark/app/plugins/withSubject.js	1	// Links only this build's subject (see subjects.js): expo-image is an Expo	COMMENT
LOW	benchmark/app/plugins/withAndroidBenchmark.js	1	// The Android build's benchmark setup (see ../../android):	COMMENT
LOW	…nchmark/app/modules/memory-samples/ios/MemorySamples.m	1	// The app's memory, measured in the app every 250 ms while the iOS memory	COMMENT
LOW	benchmark/app/src/Scenario.tsx	41	// several sizes at once.	COMMENT
LOW	benchmark/images/make-images.ts	1	// Makes the benchmark's images: photos from picsum.photos, each tinted to its	COMMENT
LOW	benchmark/ios/capture/Sources/capture/main.swift	1	// Records the screen of an iOS device connected over USB to QuickTime	COMMENT
LOW	benchmark/ios/UITests/ImageServer.swift	1	// Serves the benchmark's images (../../images/out, in this test bundle) on	COMMENT
LOW	benchmark/ios/UITests/TotalMemoryMetric.swift	1	// The app's memory as the app measures it (MemorySamples, in	COMMENT
LOW	…/dylanvann/rnfibenchmark/macrobenchmark/ImageServer.kt	21	// Serves the benchmark's images (../../images/out, in this APK's assets) on	COMMENT
LOW	…ylanvann/rnfibenchmark/macrobenchmark/BenchmarkTest.kt	21	import org.junit.Test	COMMENT
LOW	benchmark/scripts/analyze.ts	1	// Finds when each image showed in a run's screen recording (see run.ts).	COMMENT
LOW	benchmark/scripts/run-android.ts	1	// Runs the benchmark on Android (see ../README.md): on a connected device or	COMMENT
LOW	benchmark/scripts/run-android.ts	21	// results folder. Writes	COMMENT
LOW	benchmark/scripts/compare-videos.ts	1	// Makes a side-by-side video of a scenario's runs in a results folder: for	COMMENT
LOW	benchmark/scripts/run.ts	1	// Runs the benchmark on a connected iPhone (see ../README.md).	COMMENT
LOW	…mple/ios/ExampleAnimationClock/ExampleAnimationClock.m	1	#import <QuartzCore/QuartzCore.h>	COMMENT
LOW	ReactNativeFastImageExample/src/RunnerContext.tsx	21	// false: the work Fast Image does for it (its requests, decodes and	COMMENT
LOW	ReactNativeFastImageExample/src/RegressionRunner.tsx	41	// (or any controller) is connected to the relay; see index.tsx.	COMMENT
LOW	ReactNativeFastImageExample/src/RegressionRunner.tsx	61	// the reply to 'measure'	COMMENT
LOW	ReactNativeFastImageExample/src/RegressionRunner.tsx	101	}	COMMENT
LOW	ReactNativeFastImageExample/src/RegressionRunner.tsx	241	// renders; the fade-default group checks the built-in default.	COMMENT
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	1741	// requests (see the image server).	COMMENT
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	1761	// queued-latest-url, with the same sixteen: an image of a url with a	COMMENT
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	4301		COMMENT
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	5781	</View>	COMMENT
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	5801	// - disk: a view showing it loaded it, then went away, and the memory cache	COMMENT
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	5821	// contain, with the image (cyan-short.png, 42 × 41 px) a pixel shorter	COMMENT
LOW	maestro/background.yaml	1	# Sends the app to the background while an image is loading, and brings it	COMMENT
LOW	maestro/touch.yaml	1	# Taps the regression runner's `touch` cases, which need a real touch: the	COMMENT
LOW	maestro/background-no-activity.yaml	1	# Calls clearMemoryCache and clearDiskCache from JS while the app has no	COMMENT
LOW	ios/FastImage/FFFThumbHash.m	1	#import "FFFThumbHash.h"	COMMENT
LOW	ios/FastImage/FFFastImageSource.h	21	@interface FFFastImageSource : NSObject	COMMENT
LOW	ios/FastImage/FFFastImageSource.h	61	// Caches the image under cacheKey, or nil without one.	COMMENT
LOW	ios/FastImage/FFFastImageSource.h	81		COMMENT
LOW	ios/FastImage/FFFastImageSource.h	101	// before the clear. So each response the web loader stores records the clear	COMMENT
LOW	ios/FastImage/FFFastImageModule.mm	1	#import "FFFastImageModule.h"	COMMENT
LOW	ios/FastImage/FFFDownsampledImage.h	1	#import <SDWebImage/SDAnimatedImage.h>	COMMENT
LOW	ios/FastImage/FFFDownsampledImage.h	21	// own thumbnail decoding can only fit, so this class works out the size from	COMMENT
LOW	ios/FastImage/FFFDownsampledImage.h	41	// an SVG drawn at its own size at `screenScale` (or kept a vector if it's	COMMENT
LOW	ios/FastImage/FFFDownsampledImage.h	61		COMMENT
LOW	ios/FastImage/FFFastImageView.m	1	#import "FFFastImageView.h"	COMMENT
LOW	ios/FastImage/FFFastImageView.m	21	// The image before tinting and blurring, kept while either is applied so they	COMMENT
LOW	ios/FastImage/FFFastImageView.m	41	// nothing). A new source then keeps it until the new image has loaded (see	COMMENT
LOW	ios/FastImage/FFFastImageView.m	61	@property(nonatomic, assign) BOOL decodedCover;	COMMENT
LOW	ios/FastImage/FFFastImageView.m	81	@property(nonatomic, assign) NSUInteger sizeReload;	COMMENT
LOW	ios/FastImage/FFFastImageView.m	161	// decoded frames, keeping the one it shows, unless another view plays	COMMENT
LOW	ios/FastImage/FFFastImageView.m	761		COMMENT
LOW	ios/FastImage/FFFThumbHash.h	1	#import <UIKit/UIKit.h>	COMMENT
LOW	ios/FastImage/FFFastImageSource.m	1	#import "FFFastImageSource.h"	COMMENT
LOW	ios/FastImage/FFFBoxBlur.h	1	#import <CoreGraphics/CoreGraphics.h>	COMMENT
LOW	ios/FastImage/FFFastImageViewComponentView.mm	1	#import "FFFastImageViewComponentView.h"	COMMENT
LOW	ios/FastImage/FFFastImageView.h	41	@property (nonatomic, copy) NSArray<FFFastImageSource > sources;	COMMENT
LOW	ios/FastImage/FFFastImageView.h	61	// `loop` prop not set), 0 for forever, or a number of times.	COMMENT
LOW	ios/FastImage/FFFDownsampledImage.m	1	#import "FFFDownsampledImage.h"	COMMENT
LOW	ios/FastImage/FFFDownsampledImage.m	21	static SDImageCoderOption const FFFDecodeMaxScale = @"FFFDecodeMaxScale";	COMMENT
LOW	…rer/components/FastImage/FastImageAutoViewShadowNode.h	1	#pragma once	COMMENT
LOW	ReactNativeFastImageExampleServer/formats.sh	1	#!/usr/bin/env bash	COMMENT
LOW	ReactNativeFastImageExampleServer/server.ts	1	// Serves the example app's images (images/) so it doesn't depend on remote	COMMENT
LOW	ReactNativeFastImageExampleServer/server.ts	21	// (status 200, cacheable for an hour, like a captive portal's,	COMMENT
LOW	ReactNativeFastImageExampleServer/server.ts	41	// User-Agent (which platform asked): `[{ "at": 1700000000000, "path":	COMMENT
30 more matches not shown…

Hyper-Verbose Identifiers21 hits · 21 pts

Severity	File	Line	Snippet	Context
LOW	ReactNativeFastImageExample/src/SmokeExample.tsx	1247	function AutoSizeStretchedChangeCase() {	CODE
LOW	ReactNativeFastImageExample/src/SmokeExample.tsx	1579	function AutoSizeNaturalChangeCase() {	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	792	function PreloadInvalidHeadersCase() {	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	2699	function ChunkedDownloadCancelCase() {	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	2771	function SharedDownloadChunkedCase() {	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	4002	function ObjectPositionContainCase() {	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	4180	function ObjectPositionDefaultSourceCase() {	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	4481	function SourceClearedWhileLoadingCase({ id }: { id: string }) {	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	4545	function SourceChangeWhileLoadingCase({	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	7860	function DownsampleHiddenPixelatedCase() {	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	7905	function DownsampleNaturalSizeCase() {	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	8014	function DownsampleHiddenPositionCase() {	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	8641	function DownsampleOverLimitSharedCase() {	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	9080	function SeveralSourcesBundledCase({ id, size }: { id: string; size: number }) {	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	9123	function SeveralSourcesBorderChangeCase() {	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	10102	function ThumbhashChangeLoadedCase() {	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	10157	function ThumbhashPlaceholderLateCase() {	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	10214	function ThumbhashChangeLoadingCase() {	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	10480	function PlaceholderDataUriSizeCase() {	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	10653	function PlaceholderUrlCacheOnlyCase() {	CODE
LOW	src/thumbhash.ts	241	function thumbHashToApproximateAspectRatio(hash: Uint8Array) {	CODE

Fake / Example Data21 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	…ylanvann/rnfibenchmark/macrobenchmark/BenchmarkTest.kt	283	if ("placeholder" in variant) append("&placeholder=1")	CODE
LOW	screenshots/main-android/descriptions.json	1748	"placeholder": {	CODE
LOW	screenshots/main-android/work.json	1206	"placeholder": {	CODE
LOW	screenshots/tv-ios/descriptions.json	1733	"placeholder": {	CODE
LOW	screenshots/tv-ios/work.json	1291	"placeholder": {	CODE
LOW	screenshots/main-ios/descriptions.json	1733	"placeholder": {	CODE
LOW	screenshots/main-ios/work.json	1292	"placeholder": {	CODE
LOW	ReactNativeFastImageExample/src/SmokeExample.tsx	2176	<PlaceholderCase key="placeholder" />,	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	5864	\| 'placeholder'	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	5908	const placeholder = from === 'placeholder'	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	11452	from="placeholder"	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	12328	from="placeholder"	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	12339	from="placeholder"	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	12351	from="placeholder"	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	12366	from="placeholder"	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	12398	name: 'placeholder',	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	12457	from="placeholder"	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	12470	from="placeholder"	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	12496	from="placeholder"	CODE
LOW	ReactNativeFastImageExample/src/RegressionExample.tsx	12525	from="placeholder"	CODE
LOW	src/index.test.tsx	541	describe('placeholder', () => {	CODE

DylanVann/react-native-fast-image

Open-Source Code Quality, Security and Technical Debt Review