1.3

Adjusted Signal

1.3

Raw Pattern Score

100%

Time Factor

2026-10-28

Last Push

19.3K

Stars

TypeScript

Language

85.3K

Lines of Code

272

Files

113

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 5.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 102 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.6/100 · LOW

Are imports declared and package/API names verified? 11 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

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

PR Review Velocity Impact 6.4/100 · LOW

Which changes need focused human review? 113 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 113

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 113 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 Block102 hits · 102 pts

Severity	File	Line	Snippet	Context
LOW	tsconfig.dts.json	21	// "jsxFragmentFactory": "", /* Specify the JSX Fragment reference used for fragments when t	COMMENT
LOW	tsconfig.dts.json	41		COMMENT
LOW	tsconfig.dts.json	61	// "inlineSourceMap": true, /* Include sourcemap files inside the emitted JavaScript. */	COMMENT
LOW	tsconfig.dts.json	81	// "noImplicitAny": true, /* Enable error reporting for expressions and declarations with	COMMENT
LOW	tsconfig.test.json	21	// "jsxFragmentFactory": "", /* Specify the JSX Fragment reference used for fragments when t	COMMENT
LOW	tsconfig.test.json	41		COMMENT
LOW	tsconfig.test.json	61	// "inlineSourceMap": true, /* Include sourcemap files inside the emitted JavaScript. */	COMMENT
LOW	tsconfig.test.json	81	// "noImplicitAny": true, /* Enable error reporting for expressions and declarations with	COMMENT
LOW	tsconfig.json	21	// "jsxFactory": "", /* Specify the JSX factory function used when targeting React J	COMMENT
LOW	tsconfig.json	41	// "noResolve": true, /* Disallow 'import's, 'require's or '<reference>'s from expand	COMMENT
LOW	tsconfig.json	61	// "mapRoot": "", /* Specify the location where debugger should locate map files	COMMENT
LOW	tsconfig.json	81	"strict": true, /* Enable all strict type-checking options. */	COMMENT
LOW	test/sucrose/infer-body-reference.test.ts	81		COMMENT
LOW	test/sucrose/infer-body-reference.test.ts	101		COMMENT
LOW	test/sucrose/infer-body-reference.test.ts	121	// body: false,	COMMENT
LOW	test/extends/models.test.ts	221	post('/', {	COMMENT
LOW	test/extends/models.test.ts	241	// const correct = await app.handle(	COMMENT
LOW	test/extends/error.test.ts	41		COMMENT
LOW	test/types/index.ts	901	// a: 'a'	COMMENT
LOW	test/types/index.ts	921	// }	COMMENT
LOW	test/types/index.ts	941	// .model('a', t.String())	COMMENT
LOW	test/types/lifecycle/derive.ts	1	// /* eslint-disable @typescript-eslint/no-unused-vars */	COMMENT
LOW	test/types/lifecycle/derive.ts	21	// // Inline Derive Array	COMMENT
LOW	test/types/lifecycle/derive.ts	41		COMMENT
LOW	test/types/lifecycle/derive.ts	61	// }	COMMENT
LOW	test/types/lifecycle/derive.ts	81	// {	COMMENT
LOW	test/types/lifecycle/derive.ts	101		COMMENT
LOW	test/types/lifecycle/derive.ts	121	// derive: [	COMMENT
LOW	test/types/lifecycle/derive.ts	141	// })	COMMENT
LOW	test/types/lifecycle/derive.ts	161	// })	COMMENT
LOW	test/types/lifecycle/resolve.ts	1	// /* eslint-disable @typescript-eslint/no-unused-vars */	COMMENT
LOW	test/types/lifecycle/resolve.ts	21	// // Inline Resolve Array	COMMENT
LOW	test/types/lifecycle/resolve.ts	41		COMMENT
LOW	test/types/lifecycle/resolve.ts	61	// }	COMMENT
LOW	test/types/lifecycle/resolve.ts	81	// {	COMMENT
LOW	test/types/lifecycle/resolve.ts	101		COMMENT
LOW	test/types/lifecycle/resolve.ts	121	// resolve: [	COMMENT
LOW	test/types/lifecycle/resolve.ts	141	// })	COMMENT
LOW	test/types/lifecycle/resolve.ts	161	// })	COMMENT
LOW	test/types/lifecycle/resolve.ts	181	// })	COMMENT
LOW	test/core/normalize.test.ts	561	// const app = new Elysia({	COMMENT
LOW	test/core/normalize.test.ts	581	// }	COMMENT
LOW	test/core/normalize.test.ts	601	// oneGet: 'world'	COMMENT
LOW	test/core/normalize.test.ts	621	// },	COMMENT
LOW	test/core/normalize.test.ts	641	// it('normalize response with getter fields on class array', async () => {	COMMENT
LOW	test/core/normalize.test.ts	661	// }	COMMENT
LOW	test/core/normalize.test.ts	681		COMMENT
LOW	test/core/normalize.test.ts	701	// },	COMMENT
LOW	test/core/normalize.test.ts	721		COMMENT
LOW	test/core/normalize.test.ts	741	// this.two = hello	COMMENT
LOW	test/core/normalize.test.ts	761	// }	COMMENT
LOW	test/core/normalize.test.ts	781	// return this.four	COMMENT
LOW	test/core/normalize.test.ts	801	// { additionalProperties: false }	COMMENT
LOW	test/core/normalize.test.ts	821		COMMENT
LOW	test/core/normalize.test.ts	841		COMMENT
LOW	test/core/normalize.test.ts	861	// {	COMMENT
LOW	test/core/normalize.test.ts	881	// {	COMMENT
LOW	test/core/normalize.test.ts	901	// },	COMMENT
LOW	test/core/normalize.test.ts	921	// oneGet: 'world'	COMMENT
LOW	test/core/normalize.test.ts	941	// field1: string,	COMMENT
42 more matches not shown…

Fake / Example Data11 hits · 11 pts

Severity	File	Line	Snippet	Context
LOW	test/types/index.ts	2485	return { id: params.id, name: 'John Doe' }	CODE
LOW	test/core/dynamic.test.ts	493	.get('/invalid', () => ({ name: 'Jane Doe' }), {	CODE
LOW	test/core/dynamic.test.ts	501	({ status }) => status(201, { name: 'Jane Doe' }),	CODE
LOW	test/core/dynamic.test.ts	541	.get('/invalid', () => ({ name: 'Jane Doe' }), {	CODE
LOW	test/core/dynamic.test.ts	565	afterHandle: () => ({ name: 'Jane Doe' }),	CODE
LOW	test/core/dynamic.test.ts	578	status(201, { name: 'Jane Doe' }),	CODE
LOW	test/core/dynamic.test.ts	621	afterHandle: () => ({ name: 'Jane Doe' }),	CODE
LOW	test/validator/cookie.test.ts	269	expect(await valid.text()).toBe('user@example.com')	CODE
LOW	test/ws/connection.test.ts	144	let user: { id: '123'; name: 'Jane Doe' } \| undefined	CODE
LOW	test/ws/connection.test.ts	154	name: 'Jane Doe'	CODE
LOW	test/ws/connection.test.ts	174	name: 'Jane Doe'	CODE

elysiajs/elysia

Open-Source Code Quality, Security and Technical Debt Review