2.1

Adjusted Signal

2.1

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

49.6K

Stars

JavaScript

Language

95.9K

Lines of Code

483

Files

Pattern Hits

2026-10-31

Scan Date

0.04

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? 30 finding(s).

Hallucinated Dependency & Supply Chain Risk 7.3/100 · LOW

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

Agent Over-Engineering Ratio 2.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 34 finding(s).

PR Review Velocity Impact 10.1/100 · LOW

Which changes need focused human review? 54 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 14HIGH 5MEDIUM 0LOW 35

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 54 distinct pattern matches across 5 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.

Hallucination Indicators14 hits · 140 pts

Severity	File	Line	Snippet	Context
CRITICAL	test/core/headers.js	129	evt.detail.value.should.deep.equal([1, 2, 3])	CODE
CRITICAL	test/core/api.js	236	document.body.innerHTML.should.not.equal('foo!')	CODE
CRITICAL	test/attributes/hx-swap-oob.js	368	event.detail.content.innerHTML.should.equal('Swapped')	CODE
CRITICAL	test/attributes/hx-disinherit.js	34	btn.firstChild.firstChild.id.should.equal('snowflake')	CODE
CRITICAL	test/attributes/hx-disinherit.js	52	btn.firstChild.firstChild.id.should.equal('unique')	CODE
CRITICAL	test/attributes/hx-disinherit.js	53	btn.firstChild.firstChild.firstChild.id.should.equal('snowflake')	CODE
CRITICAL	test/attributes/hx-disinherit.js	69	btn.firstChild.firstChild.id.should.equal('snowflake')	CODE
CRITICAL	www/static/test/core/headers.js	129	evt.detail.value.should.deep.equal([1, 2, 3])	CODE
CRITICAL	www/static/test/core/api.js	236	document.body.innerHTML.should.not.equal('foo!')	CODE
CRITICAL	www/static/test/attributes/hx-swap-oob.js	357	event.detail.content.innerHTML.should.equal('Swapped')	CODE
CRITICAL	www/static/test/attributes/hx-disinherit.js	34	btn.firstChild.firstChild.id.should.equal('snowflake')	CODE
CRITICAL	www/static/test/attributes/hx-disinherit.js	52	btn.firstChild.firstChild.id.should.equal('unique')	CODE
CRITICAL	www/static/test/attributes/hx-disinherit.js	53	btn.firstChild.firstChild.firstChild.id.should.equal('snowflake')	CODE
CRITICAL	www/static/test/attributes/hx-disinherit.js	69	btn.firstChild.firstChild.id.should.equal('snowflake')	CODE

Hyper-Verbose Identifiers29 hits · 29 pts

Severity	File	Line	Snippet	Context
LOW	test/lib/_hyperscript.js	39	function getOrInitObject(root, prop) {	CODE
LOW	test/lib/_hyperscript.js	517	function isValidSingleQuoteStringStart(tokens) {	CODE
LOW	test/lib/_hyperscript.js	670	function consumeAttributeReference() {	CODE
LOW	test/lib/_hyperscript.js	684	function consumeShortAttributeReference() {	CODE
LOW	test/lib/_hyperscript.js	5591	function parsePseudopossessiveTarget(parser, runtime, tokens) {	CODE
LOW	www/content/essays/mcp_apps_hypermedia.md	446	async def render_occurrences_fragment(ctx: Context, event_id) -> CallToolResult:	CODE
LOW	www/static/test/lib/_hyperscript.js	39	function getOrInitObject(root, prop) {	CODE
LOW	www/static/test/lib/_hyperscript.js	517	function isValidSingleQuoteStringStart(tokens) {	CODE
LOW	www/static/test/lib/_hyperscript.js	670	function consumeAttributeReference() {	CODE
LOW	www/static/test/lib/_hyperscript.js	684	function consumeShortAttributeReference() {	CODE
LOW	www/static/test/lib/_hyperscript.js	5591	function parsePseudopossessiveTarget(parser, runtime, tokens) {	CODE
LOW	www/static/src/htmx.js	466	function getAttributeValueWithDisinheritance(initialElement, ancestor, attributeName) {	CODE
LOW	www/static/src/htmx.js	2194	function isPossibleRelativeReference(token, last, paramName) {	CODE
LOW	www/static/src/htmx.js	2517	function ignoreBoostedAnchorCtrlClick(elt, evt) {	CODE
LOW	www/static/src/htmx.js	2877	function maybeSetLastButtonClicked(evt) {	CODE
LOW	www/static/src/htmx.js	2888	function maybeUnsetLastButtonClicked(evt) {	CODE
LOW	www/static/src/htmx.js	3425	function addRequestIndicatorClasses(elt) {	CODE
LOW	www/themes/htmx-theme/static/js/htmx.js	466	function getAttributeValueWithDisinheritance(initialElement, ancestor, attributeName) {	CODE
LOW	www/themes/htmx-theme/static/js/htmx.js	2194	function isPossibleRelativeReference(token, last, paramName) {	CODE
LOW	www/themes/htmx-theme/static/js/htmx.js	2517	function ignoreBoostedAnchorCtrlClick(elt, evt) {	CODE
LOW	www/themes/htmx-theme/static/js/htmx.js	2877	function maybeSetLastButtonClicked(evt) {	CODE
LOW	www/themes/htmx-theme/static/js/htmx.js	2888	function maybeUnsetLastButtonClicked(evt) {	CODE
LOW	www/themes/htmx-theme/static/js/htmx.js	3425	function addRequestIndicatorClasses(elt) {	CODE
LOW	src/htmx.js	466	function getAttributeValueWithDisinheritance(initialElement, ancestor, attributeName) {	CODE
LOW	src/htmx.js	2194	function isPossibleRelativeReference(token, last, paramName) {	CODE
LOW	src/htmx.js	2517	function ignoreBoostedAnchorCtrlClick(elt, evt) {	CODE
LOW	src/htmx.js	2877	function maybeSetLastButtonClicked(evt) {	CODE
LOW	src/htmx.js	2888	function maybeUnsetLastButtonClicked(evt) {	CODE
LOW	src/htmx.js	3425	function addRequestIndicatorClasses(elt) {	CODE

Cross-File Repetition5 hits · 25 pts

Severity	File	Snippet	Context
HIGH	www/content/attributes/hx-post.md	\ the hx-patch attribute in htmx will cause an element to issue a patch request to the specified url and swap the \ retu	STRING
HIGH	www/content/attributes/hx-delete.md	\ the hx-patch attribute in htmx will cause an element to issue a patch request to the specified url and swap the \ retu	STRING
HIGH	www/content/attributes/hx-put.md	\ the hx-patch attribute in htmx will cause an element to issue a patch request to the specified url and swap the \ retu	STRING
HIGH	www/content/attributes/hx-get.md	\ the hx-patch attribute in htmx will cause an element to issue a patch request to the specified url and swap the \ retu	STRING
HIGH	www/content/attributes/hx-patch.md	\ the hx-patch attribute in htmx will cause an element to issue a patch request to the specified url and swap the \ retu	STRING

Fake / Example Data5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	test/core/regressions.js	185	'<input hx-get="/test" hx-target="#formtest" hx-trigger="click" type="text" id="id_email" value="test@test	CODE
LOW	www/content/extensions/preload.md	74	<li><a href="/server/3">This will be preloaded, too. Lorem ipsum.</a>	CODE
LOW	www/content/examples/inline-validation.md	100	} else if(email != "test@test.com") {	CODE
LOW	www/content/examples/inline-validation.md	110	return `<h3>Signup Form</h3><p>Enter an email into the input below and on tab out it will be validated. Only "t	CODE
LOW	www/static/test/core/regressions.js	185	'<input hx-get="/test" hx-target="#formtest" hx-trigger="click" type="text" id="id_email" value="test@test	CODE

Over-Commented Block1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	www/config.toml	21	[slugify]	COMMENT

bigskysoftware/htmx

Open-Source Code Quality, Security and Technical Debt Review