3.3

Adjusted Signal

3.3

Raw Pattern Score

100%

Time Factor

2026-10-06

Last Push

18.7K

Stars

JavaScript

Language

22.3K

Lines of Code

118

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 1.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 8 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.1/100 · LOW

Are imports declared and package/API names verified? 4 finding(s).

Agent Over-Engineering Ratio 13.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 25 finding(s).

PR Review Velocity Impact 14.9/100 · LOW

Which changes need focused human review? 32 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 20LOW 12

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 32 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.

Decorative Section Separators20 hits · 60 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/bench/size.js	13	// ─── Dist sizes ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/bench/size.js	44	// ─── Precompile sizes ────────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/bench/size.js	72	// ─── Main ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/bench/perf.js	11	// ─── Configuration ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/bench/perf.js	27	// ─── CLI Args ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/bench/perf.js	65	// ─── Filter templates ───────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/bench/perf.js	87	// ─── Bench helpers ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/bench/perf.js	125	// ─── Main ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/bench/perf.js	146	// ─── COMPILATION ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/bench/perf.js	165	// ─── EXECUTION + output verification ────────────────────────────────────────	COMMENT
MEDIUM	tests/bench/perf.js	205	// ─── PRECOMPILATION ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/bench/perf.js	221	// ─── END-TO-END ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/bench/perf.js	239	// ─── COMPILE OPTIONS ───────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/bench/compare.js	14	// ─── Resolve files ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/bench/compare.js	75	// ─── Parse ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/bench/compare.js	140	// ─── Compare ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/bench/compare.js	161	// ─── Output ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/bench/report.js	7	// ─── Formatting ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/bench/report.js	40	// ─── Console output ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/bench/report.js	79	// ─── Markdown report ─────────────────────────────────────────────────────────	COMMENT

Hyper-Verbose Identifiers5 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW⚡	tasks/tests/git.test.js	25	async function createRepositoryThatActsAsRemote() {	CODE
LOW	tests/browser/tests/lib.spec.js	3	async function waitForMochaAndAssertResult(page) {	CODE
LOW	spec/security.js	411	beforeEach(function simulateRuntimeWithoutLookupProperty() {	CODE
LOW	lib/handlebars/decorators.js	3	export function registerDefaultDecorators(instance) {	CODE
LOW	lib/handlebars/internal/proto-access.js	52	function logUnexpectedPropertyAccessOnce(propertyName) {	CODE

Fake / Example Data4 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW⚡	tasks/tests/git.test.js	21	await git.git('config', 'user.email', 'test@test.com');	CODE
LOW⚡	tasks/tests/git.test.js	30	await git.git('config', 'user.email', 'test@test.com');	CODE
LOW	spec/regressions.js	100	{ name: 'John Doe', location: { city: 'Chicago' } },	CODE
LOW	spec/regressions.js	101	{ name: 'Jane Doe', location: { city: 'New York' } },	CODE

Over-Commented Block3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	lib/handlebars/compiler/javascript-compiler.js	481		COMMENT
LOW	lib/handlebars/compiler/javascript-compiler.js	621	// On stack, before: ...	COMMENT
LOW	lib/handlebars/compiler/javascript-compiler.js	721	// On stack, after: result of helper invocation	COMMENT

handlebars-lang/handlebars.js

Open-Source Code Quality, Security and Technical Debt Review