0.6

Adjusted Signal

0.6

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

14.5K

Stars

TypeScript

Language

89.7K

Lines of Code

741

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 1.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 16 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.3/100 · LOW

Are imports declared and package/API names verified? 19 finding(s).

Agent Over-Engineering Ratio 0.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 2 finding(s).

PR Review Velocity Impact 3.6/100 · LOW

Which changes need focused human review? 35 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 1MEDIUM 13LOW 21

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 35 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.

Slop Phrases10 hits · 20 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/public/1.0/app.bundle.js	1	!function(e){var t={};function n(r){if(t[r])return t[r].exports;var o=t[r]={i:r,l:!1,exports:{}};return e[r].call(o.expo	CODE
MEDIUM	docs/public/1.0/app.data.js	24	}()),{"title":"Getting Started","description":"","path":"getting-started","data":"\n## Installation\n\nOpen a Terminal i	CODE
MEDIUM	docs/public/2.0/app.data.js	13	}()),{"filepath":"pages/1.getting-started.md","title":"Getting Started","description":"","link":"getting-started","data"	CODE
MEDIUM	docs/public/2.0/app.data.js	484	}()),{"filepath":"pages/6.recommended-libraries.md","title":"Recommended Libraries","description":"","link":"recommended	CODE
MEDIUM	docs/public/3.0/app.data.js	13	}()),{"filepath":"pages/1.getting-started.md","title":"Getting Started","description":"","link":"getting-started","data"	CODE
MEDIUM	docs/public/3.0/app.data.js	521	}()),{"filepath":"pages/7.contributing.md","title":"Contributing","description":"","link":"contributing","data":"# Contr	CODE
MEDIUM	docs/public/3.0/progress-bar.html	48	</div></div><div class="PropInfo_p1eats2g"><a name="color" href="#color" class="PropLabel_psi127e"><code>color</code></a	CODE
MEDIUM	docs/public/4.0/app.data.js	13	}()),{"filepath":"pages/1.getting-started.md","title":"Getting Started","description":"","link":"getting-started","data"	CODE
MEDIUM	docs/public/4.0/app.data.js	521	}()),{"filepath":"pages/7.contributing.md","title":"Contributing","description":"","link":"contributing","data":"# Contr	CODE
MEDIUM	docs/public/4.0/progress-bar.html	48	</div></div><div class="PropInfo_p1eats2g"><a name="color" href="#color" class="PropLabel_psi127e"><code>color</code></a	CODE

Fake / Example Data18 hits · 18 pts

Severity	File	Line	Snippet	Context
LOW	example/utils/index.ts	68	'Cras mi pede, malesuada in, imperdiet et, commodo vulputate, justo. In blandit ultrices enim. Lorem ipsum dolor s	CODE
LOW	example/utils/index.ts	68	'Cras mi pede, malesuada in, imperdiet et, commodo vulputate, justo. In blandit ultrices enim. Lorem ipsum dolor s	CODE
LOW	example/src/Examples/TextInputExample.tsx	114	{ label: 'Placeholder', key: 'placeholder' },	CODE
LOW	example/src/Examples/TeamDetails.tsx	107	title="John Doe's injury"	CODE
LOW	docs/public/1.0/app.bundle.js	1	!function(e){var t={};function n(r){if(t[r])return t[r].exports;var o=t[r]={i:r,l:!1,exports:{}};return e[r].call(o.expo	CODE
LOW	docs/public/1.0/app.data.js	24	}()),{"title":"Getting Started","description":"","path":"getting-started","data":"\n## Installation\n\nOpen a Terminal i	CODE
LOW	docs/public/1.0/text-input.html	34	</span></div></div></div><div class="_propInfo__vv20rl"><a class="_propLabel__vv20rl" name="placeholder" href="#placehol	CODE
LOW	docs/public/1.0/searchbar.html	26	</span></div></div><h2 class="_propsHeader__vv20rl">Props</h2><div class="_propInfo__vv20rl"><a class="_propLabel__vv20r	CODE
LOW	docs/public/2.0/app.data.js	484	}()),{"filepath":"pages/6.recommended-libraries.md","title":"Recommended Libraries","description":"","link":"recommended	CODE
LOW	docs/public/2.0/text-input.html	55	</div></div><div class="PropInfo_p1eats2g"><a name="placeholder" href="#placeholder" class="PropLabel_psi127e"><code>pla	CODE
LOW	docs/public/2.0/searchbar.html	32	</div><h2>Props</h2><div class="PropInfo_p1eats2g"><a name="placeholder" href="#placeholder" class="PropLabel_psi127e"><	CODE
LOW	docs/public/3.0/app.data.js	521	}()),{"filepath":"pages/7.contributing.md","title":"Contributing","description":"","link":"contributing","data":"# Contr	CODE
LOW	docs/public/3.0/text-input.html	79	</div></div><div class="PropInfo_p1eats2g"><a name="placeholder" href="#placeholder" class="PropLabel_psi127e"><code>pla	CODE
LOW	docs/public/3.0/searchbar.html	60	</div></div><div class="PropInfo_p1eats2g"><a name="placeholder" href="#placeholder" class="PropLabel_psi127e"><code>pla	CODE
LOW	docs/public/4.0/app.data.js	521	}()),{"filepath":"pages/7.contributing.md","title":"Contributing","description":"","link":"contributing","data":"# Contr	CODE
LOW	docs/public/4.0/text-input.html	79	</div></div><div class="PropInfo_p1eats2g"><a name="placeholder" href="#placeholder" class="PropLabel_psi127e"><code>pla	CODE
LOW	docs/public/4.0/searchbar.html	60	</div></div><div class="PropInfo_p1eats2g"><a name="placeholder" href="#placeholder" class="PropLabel_psi127e"><code>pla	CODE
LOW	docs/src/components/BannerExample.tsx	117	Lorem ipsum dolor, sit amet consectetur adipisicing elit. Est	CODE

AI Slop Vocabulary3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/public/1.0/app.bundle.js	32	*/var r=n("./node_modules/fbjs/lib/invariant.js"),o=n("./node_modules/react/index.js"),i=n("./node_modules/fbjs/lib/Exe	COMMENT
MEDIUM	docs/public/1.0/app.bundle.js	32	*/var r=n("./node_modules/fbjs/lib/invariant.js"),o=n("./node_modules/react/index.js"),i=n("./node_modules/fbjs/lib/Exe	COMMENT
MEDIUM	src/components/BottomNavigation/BottomNavigationBar.tsx	486	// Absolutely position the navigation bar so that the content is below it	COMMENT

Cross-Language Confusion (JS/TS)1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	jest/reanimatedSnapshotSerializer.js	17	print(value, serialize) {	CODE

Hyper-Verbose Identifiers2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	docs/src/components/VersionedPrereleaseNotice.tsx	8	export default function VersionedPrereleaseNotice() {	CODE
LOW	src/components/__tests__/TextInput.test.tsx	82	function firstIndexOfTextChildArrayInTree(tree: unknown, text: string): number {	CODE

Over-Commented Block1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	docs/public/1.0/app.bundle.js	41	//# sourceMappingURL=app.bundle.js.map	COMMENT

callstack/react-native-paper

Open-Source Code Quality, Security and Technical Debt Review