AI Slop Code Risk Monitor

infinitered/ignite

Name: infinitered/ignite — TypeScript 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).

Infinite Red's battle-tested React Native project boilerplate, along with a CLI, component/model generators, and more! 9 years of continuous development and counting.

0.9 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for infinitered/ignite, a TypeScript project with 19,949 GitHub stars. SynthScan examined 35,060 lines of code across 259 source files, recording 26 pattern matches distributed across 4 syntactic categories. The legacy adjusted pattern signal is 0.9 (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.

0.9

Adjusted Signal

0.9

Raw Pattern Score

100%

Time Factor

2026-06-07

Last Push

19.9K

Stars

TypeScript

Language

35.1K

Lines of Code

259

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 3.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 19 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.0/100 · LOW

Are imports declared and package/API names verified? 7 finding(s).

Agent Over-Engineering Ratio 2.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 15 finding(s).

PR Review Velocity Impact 4.2/100 · LOW

Which changes need focused human review? 26 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 2LOW 24

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 26 distinct pattern matches across 4 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 Identifiers15 hits · 17 pts

Severity	File	Line	Snippet	Context
LOW	test/_test-helpers.ts	144	export async function spawnIgniteAndPrintIfFail(	CODE
LOW⚡	test/_test-helpers.ts	157	function generateScreenTemplatePath(pathname: string): string {	CODE
LOW⚡	test/_test-helpers.ts	161	function generateRouteTemplatePath(pathname: string): string {	CODE
LOW⚡	test/_test-helpers.ts	165	function generateDynamicRouteTemplatePath(pathname: string): string {	CODE
LOW⚡	test/_test-helpers.ts	169	export function copyDefaultScreenGenerator(tempBoilerplatePath: string): void {	CODE
LOW	test/_test-helpers.ts	180	export function copyExpoRouterGeneratorTemplates(tempBoilerplatePath: string): void {	CODE
LOW	test/_test-helpers.ts	196	export function removeExpoRouterGeneratorTemplates(tempBoilerplatePath: string): void {	CODE
LOW	test/vanilla/ignite-new.test.ts	318	async function checkForLeftoverHelloWorld(filePath: string) {	CODE
LOW	boilerplate/app/navigators/navigationUtilities.ts	103	function navigationRestoredDefaultState(persistNavigation: PersistNavigationConfig) {	CODE
LOW	src/tools/react-native.ts	300	export function refactorExpoRouterReactotronCmds(toolbox: GluegunToolbox) {	CODE
LOW	src/tools/react-native.ts	361	export function updateExpoRouterPackageJson(toolbox: GluegunToolbox) {	CODE
LOW	src/tools/react-native.ts	395	export function cleanupExpoRouterConversion(toolbox: GluegunToolbox, targetPath: string) {	CODE
LOW	src/tools/react-native.ts	410	export function updatePackagerCommandsInReadme(readmePath: string, packagerName: PackagerName) {	CODE
LOW	src/tools/generators.ts	767	export async function validateSplashScreenGenerator(	CODE
LOW	src/commands/new.ts	1066	export function findAndRemoveDependencies(	CODE

Fake / Example Data7 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	docs/boilerplate/app/components/TextField.md	25	placeholder="John Doe"	CODE
LOW	…app/screens/DemoShowroomScreen/demos/DemoTextField.tsx	61	placeholderTxOptions={{ prop: "placeholder" }}	CODE
LOW	…app/screens/DemoShowroomScreen/demos/DemoTextField.tsx	74	placeholderTxOptions={{ prop: "placeholder" }}	CODE
LOW	…app/screens/DemoShowroomScreen/demos/DemoTextField.tsx	87	placeholderTxOptions={{ prop: "placeholder" }}	CODE
LOW	…app/screens/DemoShowroomScreen/demos/DemoTextField.tsx	101	placeholderTxOptions={{ prop: "placeholder" }}	CODE
LOW	…app/screens/DemoShowroomScreen/demos/DemoTextField.tsx	112	placeholderTxOptions={{ prop: "placeholder" }}	CODE
LOW	boilerplate/app/i18n/demo-ar.ts	55	placeholder: "عبر 'placeholder' الدعامة",	CODE

AI Slop Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	boilerplate/app/utils/crashReporting.ts	56	// In production, utilize crash reporting service of choice below:	COMMENT
MEDIUM	src/commands/new.ts	673	// use-cache defaults to `false` for now; if we make it robust enough,	COMMENT

Over-Commented Block2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	boilerplate/app/utils/gestureHandler.ts	1	// Don't import react-native-gesture-handler on web	COMMENT
LOW	boilerplate/.maestro/shared/_OnFlowStart.yaml	1	# flow: Shared _OnFlowStart	COMMENT