3.8

Adjusted Signal

3.8

Raw Pattern Score

100%

Time Factor

2026-06-26

Last Push

20.3K

Stars

JavaScript

Language

122.8K

Lines of Code

477

Files

412

Pattern Hits

2026-10-31

Scan Date

0.02

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 1.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 34 finding(s).

Hallucinated Dependency & Supply Chain Risk 14.9/100 · LOW

Are imports declared and package/API names verified? 367 finding(s).

Agent Over-Engineering Ratio 1.9/100 · LOW

Are wrappers, guards, and repeated structures necessary? 26 finding(s).

PR Review Velocity Impact 19.4/100 · LOW

Which changes need focused human review? 412 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 10HIGH 0MEDIUM 13LOW 389

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 412 distinct pattern matches across 7 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.

Fake / Example Data357 hits · 298 pts

Severity	File	Line	Snippet	Context
LOW	test/integration2/schema/misc.spec.js	882	table.text('paragraph').defaultTo('Lorem ipsum Qui quis qui in.');	CODE
LOW⚡	test/integration2/schema/misc.spec.js	895	'create table "test_table_three" ("main" integer not null, "paragraph" text default \'Lorem ipsum Qui	CODE
LOW⚡	test/integration2/schema/misc.spec.js	899	'create table "test_table_three" ("main" integer not null, "paragraph" varchar(max) default \'Lorem ipsu	CODE
LOW⚡	test/integration2/schema/misc.spec.js	903	"create table `test_table_three` (`main` integer not null, `paragraph` text default 'Lorem ipsum Qui qui	CODE
LOW⚡	test/integration2/schema/misc.spec.js	906	'create table "test_table_three" ("main" integer not null, "paragraph" clob default \'Lorem ipsum Qui qu	CODE
LOW⚡	test/integration2/schema/misc.spec.js	910	"CREATE TABLE [test_table_three] ([main] int not null, [paragraph] nvarchar(max) CONSTRAINT [test_table_	CODE
LOW	test/integration2/schema/misc.spec.js	925	expect(result.paragraph).to.eql('Lorem ipsum Qui quis qui in.');	CODE
LOW	test/integration2/query/misc/additional.spec.js	363	.insert({ balance_foo: 123, email_foo: 'foo@bar.com' })	CODE
LOW	test/integration2/query/misc/additional.spec.js	366	expect(res).to.eql([{ balance_foo: 123, email_foo: 'foo@bar.com' }]);	CODE
LOW⚡	test/integration2/query/insert/inserts.spec.js	1044	'Lorem ipsum Minim nostrud Excepteur consectetur enim ut qui sint in veniam in nulla anim do cillum sunt	CODE
LOW⚡	test/integration2/query/insert/inserts.spec.js	1054	'Lorem ipsum Minim nostrud Excepteur consectetur enim ut qui sint in veniam in nulla anim do cillum sunt	CODE
LOW⚡	test/integration2/query/insert/inserts.spec.js	1061	'Lorem ipsum Minim nostrud Excepteur consectetur enim ut qui sint in veniam in nulla anim do cillum	CODE
LOW⚡	test/integration2/query/insert/inserts.spec.js	1070	'Lorem ipsum Minim nostrud Excepteur consectetur enim ut qui sint in veniam in nulla anim do cillum sunt	CODE
LOW⚡	test/integration2/query/insert/inserts.spec.js	1080	'Lorem ipsum Minim nostrud Excepteur consectetur enim ut qui sint in veniam in nulla anim do cillum sunt	CODE
LOW⚡	test/integration2/query/insert/inserts.spec.js	1087	'Lorem ipsum Minim nostrud Excepteur consectetur enim ut qui sint in veniam in nulla anim do cillum	CODE
LOW⚡	test/integration2/query/insert/inserts.spec.js	1096	'Lorem ipsum Minim nostrud Excepteur consectetur enim ut qui sint in veniam in nulla anim do cillum sunt	CODE
LOW⚡	test/integration2/query/insert/inserts.spec.js	1109	'Lorem ipsum Minim nostrud Excepteur consectetur enim ut qui sint in veniam in nulla anim do cillum	CODE
LOW⚡	test/integration2/query/insert/inserts.spec.js	1118	'Lorem ipsum Minim nostrud Excepteur consectetur enim ut qui sint in veniam in nulla anim do cillum sunt	CODE
LOW⚡	test/integration2/query/insert/inserts.spec.js	1125	'Lorem ipsum Minim nostrud Excepteur consectetur enim ut qui sint in veniam in nulla anim do cillum	CODE
LOW⚡	test/integration2/query/insert/inserts.spec.js	1162	'Lorem ipsum Minim nostrud Excepteur consectetur enim ut qui sint in veniam in nulla anim do cillum sunt	CODE
LOW⚡	test/integration2/query/insert/inserts.spec.js	1170	'Lorem ipsum Minim nostrud Excepteur consectetur enim ut qui sint in veniam in nulla anim do cillum	CODE
LOW⚡	test/integration2/query/insert/inserts.spec.js	1180	'Lorem ipsum Minim nostrud Excepteur consectetur enim ut qui sint in veniam in nulla anim do cillum sunt	CODE
LOW⚡	test/integration2/query/insert/inserts.spec.js	1191	'Lorem ipsum Minim nostrud Excepteur consectetur enim ut qui sint in veniam in nulla anim do cillum	CODE
LOW⚡	test/integration2/query/insert/inserts.spec.js	1201	'Lorem ipsum Minim nostrud Excepteur consectetur enim ut qui sint in veniam in nulla anim do cillum sunt	CODE
LOW⚡	test/integration2/query/insert/inserts.spec.js	1209	'Lorem ipsum Minim nostrud Excepteur consectetur enim ut qui sint in veniam in nulla anim do cillum	CODE
LOW	test/integration2/query/insert/inserts.spec.js	72	about: 'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	83	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	97	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	111	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	125	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	139	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	156	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	222	about: 'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	230	about: 'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	243	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	250	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	264	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	271	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	285	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	292	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	306	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	313	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	327	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	337	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	354	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	361	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	381	'Lorem ipsum Minim nostrud Excepteur consectetur enim ut qui sint in veniam in nulla anim do cillum su	CODE
LOW	test/integration2/query/insert/inserts.spec.js	387	'Lorem ipsum Minim nostrud Excepteur consectetur enim ut qui sint in veniam in nulla anim do cillum su	CODE
LOW	test/integration2/query/insert/inserts.spec.js	404	'Lorem ipsum Minim nostrud Excepteur consectetur enim ut qui sint in veniam in nulla anim do cillum sunt	CODE
LOW	test/integration2/query/insert/inserts.spec.js	410	'Lorem ipsum Minim nostrud Excepteur consectetur enim ut qui sint in veniam in nulla anim do cillum sunt	CODE
LOW	test/integration2/query/insert/inserts.spec.js	439	about: 'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	446	about: 'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	461	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	468	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	482	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	489	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	503	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	510	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	524	'Lorem ipsum Dolore labore incididunt enim.',	CODE
LOW	test/integration2/query/insert/inserts.spec.js	531	'Lorem ipsum Dolore labore incididunt enim.',	CODE
297 more matches not shown…

Hallucination Indicators10 hits · 100 pts

Severity	File	Line	Snippet	Context
CRITICAL	test/integration2/dialects/sqlite.spec.js	50	).to.eventually.be.fulfilled.and.deep.equal([{ 1: 1 }]);	CODE
CRITICAL	test/integration2/dialects/sqlite.spec.js	65	).to.eventually.be.fulfilled.and.deep.equal([	CODE
CRITICAL	test/integration2/dialects/sqlite.spec.js	259	).to.eventually.be.fulfilled.and.deep.equal([{ 1: 1 }]);	CODE
CRITICAL	test/integration2/query/misc/additional.spec.js	1240	await expect(promise).to.eventually.be.rejected.and.to.deep.include(	CODE
CRITICAL	test/integration2/query/misc/additional.spec.js	1329	).to.be.eventually.rejected.and.deep.include({	CODE
CRITICAL	test/integration2/query/misc/additional.spec.js	1351	).to.be.eventually.rejected.and.deep.include({	CODE
CRITICAL	test/integration2/query/select/selects.spec.js	268	).to.eventually.be.fulfilled.and.to.have.lengthOf(2);	CODE
CRITICAL	test/integration2/query/select/selects.spec.js	271	).to.eventually.be.rejected.and.to.deep.include(	CODE
CRITICAL	test/cli/migrate-disable-transactions.spec.js	57	).to.eventually.be.fulfilled.and.deep.equal([{ id: 1 }]);	CODE
CRITICAL	test/cli/migrate-disable-transactions.spec.js	106	).to.eventually.be.fulfilled.and.deep.equal([{ id: 1 }]);	CODE

Decorative Section Separators11 hits · 33 pts

Severity	File	Line	Snippet	Context
MEDIUM	test/integration2/pool/connection-pool.spec.js	18	// ── PostgreSQL with native pg.Pool ──────────────────────────────	COMMENT
MEDIUM	test/integration2/pool/connection-pool.spec.js	117	// ── PostgreSQL with shared KnexPool ─────────────────────────────	COMMENT
MEDIUM	test/integration2/pool/connection-pool.spec.js	191	// ── MySQL with native pool ──────────────────────────────────────	COMMENT
MEDIUM	test/integration2/pool/connection-pool.spec.js	263	// ── MySQL2 with native pool ─────────────────────────────────────	COMMENT
MEDIUM	test/unit/client/connection-pool.js	26	// ── Config validation ──────────────────────────────────────────────	COMMENT
MEDIUM	test/unit/client/connection-pool.js	63	// ── KnexPool class ────────────────────────────────────────────────	COMMENT
MEDIUM	test/unit/client/connection-pool.js	75	// ── isTarnPool detection ──────────────────────────────────────────	COMMENT
MEDIUM	test/unit/client/connection-pool.js	121	// ── Base Client ───────────────────────────────────────────────────	COMMENT
MEDIUM	test/unit/client/connection-pool.js	170	// ── Destroy behavior ──────────────────────────────────────────────	COMMENT
MEDIUM	test/unit/client/connection-pool.js	209	// ── PostgreSQL adapter ────────────────────────────────────────────	COMMENT
MEDIUM	test/unit/client/connection-pool.js	283	// ── MySQL adapter ─────────────────────────────────────────────────	COMMENT

Over-Commented Block16 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	types/result.d.ts	1	// This empty interface serves as a placeholder which userland code can augment to	COMMENT
LOW	types/result.d.ts	21	// But the effective defaults are documented below:	COMMENT
LOW	types/tables.d.ts	1	// Placeholder interface for Table -> Record mapping	COMMENT
LOW	types/index.d.ts	101	// The base of selection. In intermediate stages this may be unknown.	COMMENT
LOW	types/index.d.ts	2141	}	COMMENT
LOW	test/integration2/migrate/migration-integration.spec.js	341	}	COMMENT
LOW	test/tape/pool.js	141	Array.from(Array(30)).map(() => {	COMMENT
LOW	test-tsd/types.test-d.ts	41	const knexInstance = knexDefault(clientConfig);	COMMENT
LOW	docs/src/guide/index.md	741	// So, this is like specifying	COMMENT
LOW	docs/src/guide/index.md	761	// when specifying separate update interface, user will be	COMMENT
LOW	scripts/build-for-release.sh	1	#!/bin/bash -e	COMMENT
LOW	scripts/revert-release-to-draft.sh	1	#!/bin/bash	COMMENT
LOW	.github/workflows/release.yml	261	# bytes attested are exactly the bytes uploaded. provenance binds	COMMENT
LOW	.github/workflows/release-drafter.yml	81	fi	COMMENT
LOW	lib/knex-builder/make-knex.js	241	// Allow chaining methods from the root object, before	COMMENT
LOW	lib/query/querycompiler.js	81	// For example, if a "having" clause is defined but we're executing a "delete" query, that	COMMENT

Hyper-Verbose Identifiers15 hits · 15 pts

Severity	File	Line	Snippet	Context
LOW	test/unit/knex.js	411	before(function skipSuiteIfSqliteConfigAbsent() {	CODE
LOW	test/unit/knex.js	685	before(function skipSuiteIfSqliteConfigAbsent() {	CODE
LOW	test/util/tableCreatorHelper.js	88	async function createParentAndChildTables(knex) {	CODE
LOW	test/integration/connection-config-provider.js	87	async function runTwoConcurrentTransactions(expectedInvocationCount) {	CODE
LOW	test/integration/execution/transaction.js	478	function expectQueryEventToHaveBeenTriggered() {	CODE
LOW	test/integration/execution/transaction.js	598	function captureAndRethrowOriginalError(err) {	CODE
LOW	bin/utils/cli-config-utils.js	107	function checkConfigurationOptions(env, opts) {	CODE
LOW	docs/.vitepress/knexDialects.ts	342	function renderMissingSnippetGroup(	CODE
LOW	docs/scripts/snippet-utils.d.ts	11	export function instrumentMarkedStatements(	CODE
LOW	lib/builder-interface-augmenter.js	7	function augmentWithBuilderInterface(Target) {	CODE
LOW	lib/util/helpers.js	78	function resolveClientNameWithAliases(clientName) {	CODE
LOW	lib/execution/internal/ensure-connection-callback.js	16	function ensureConnectionStreamCallback(runner, params) {	CODE
LOW	lib/dialects/oracle/schema/internal/incrementUtils.js	4	function createAutoIncrementTriggerAndSequence(columnCompiler) {	CODE
LOW	lib/dialects/sqlite3/schema/internal/compiler.js	120	function referencesColumnConstraint(ast, wrap) {	CODE
LOW	lib/dialects/sqlite3/schema/internal/parser.js	244	function referencesColumnConstraint(ctx) {	CODE

AI Slop Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/.vitepress/theme/AlgoliaSearchBox.vue	129	// behavior to leverage the Router loading feature	COMMENT
MEDIUM	lib/knex-builder/make-knex.js	14	// into it. In other words: you can't leverage Prototype Inheritance	COMMENT

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	docs/src/guide/migrations.md	187	// TODO: implement me	COMMENT

knex/knex

Open-Source Code Quality, Security and Technical Debt Review