1.2

Adjusted Signal

1.2

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

10.1K

Stars

HTML

Language

89.6K

Lines of Code

621

Files

107

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 4.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 101 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.6/100 · LOW

Are imports declared and package/API names verified? 6 finding(s).

Agent Over-Engineering Ratio 0.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 12 finding(s).

PR Review Velocity Impact 7.2/100 · LOW

Which changes need focused human review? 107 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 2HIGH 1MEDIUM 2LOW 102

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 107 distinct pattern matches across 8 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 Block85 hits · 61 pts

Severity	File	Line	Snippet	Context
LOW	plugins/filters.rb	1	module Jekyll	COMMENT
LOW	plugins/filters.rb	21	# MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND	COMMENT
LOW	plugins/category_generator.rb	1	# encoding: utf-8	COMMENT
LOW	plugins/category_generator.rb	21	#	COMMENT
LOW	plugins/category_generator.rb	41	# (https://github.com/recurser/jekyll-plugins/blob/master/_includes/custom/category_feed.xml).	COMMENT
LOW	plugins/category_generator.rb	101	# Initializes a new CategoryIndex.	COMMENT
LOW	plugins/domain_index.rb	1	# Precompute the per-domain label/icon index used by the action, trigger,	COMMENT
LOW	plugins/include_array.rb	1	# Title: Include Array Tag for Jekyll	COMMENT
LOW	plugins/doc_collections_data.rb	1	require 'json'	COMMENT
LOW	source/green/styles.css	3501	grid-area: 1 / 5 / 2 / 13;	COMMENT
LOW	source/javascripts/wth/three.min.js	61	uniform float alphaTest;	COMMENT
LOW	source/javascripts/wth/three.min.js	261	if ( clipped ) discard;	COMMENT
LOW	source/javascripts/wth/three.min.js	281	vColor *= color;	COMMENT
LOW	source/javascripts/wth/three.min.js	461	transformedNormal = bm * transformedNormal;	COMMENT
LOW	source/javascripts/wth/three.min.js	521	#ifdef ENVMAP_BLENDING_MULTIPLY	COMMENT
LOW	source/javascripts/wth/three.min.js	541	#endif	COMMENT
LOW	source/javascripts/wth/three.min.js	901	material.iridescence = iridescence;	COMMENT
LOW	source/javascripts/wth/three.min.js	1361	#if defined( USE_SHADOWMAP ) && NUM_SPOT_LIGHT_SHADOWS > 0	COMMENT
LOW	source/javascripts/wth/three.min.js	1421	}	COMMENT
LOW	source/javascripts/wth/three.min.js	1461	#if defined( USE_ENVMAP ) && defined( ENVMAP_TYPE_CUBE_UV )	COMMENT
LOW	source/javascripts/wth/three.min.js	1561	#else	COMMENT
LOW	source/javascripts/wth/three.min.js	1641	#else	COMMENT
LOW	source/javascripts/wth/three.min.js	2181	}	COMMENT
LOW	source/javascripts/wth/three.min.js	2541	#ifdef USE_AOMAP	COMMENT
LOW	source/javascripts/wth/three.min.js	2561	#endif	COMMENT
LOW	source/javascripts/wth/three.min.js	2581	varying vec2 vSheenRoughnessMapUv;	COMMENT
LOW	source/javascripts/wth/three.min.js	2681	#endif	COMMENT
LOW	source/javascripts/wth/three.min.js	2701	#endif	COMMENT
LOW	source/javascripts/wth/three.min.js	2721	vMetalnessMapUv = ( metalnessMapTransform * vec3( METALNESSMAP_UV, 1 ) ).xy;	COMMENT
LOW	source/javascripts/wth/three.min.js	2741	#ifdef USE_IRIDESCENCE_THICKNESSMAP	COMMENT
LOW	source/javascripts/wth/three.min.js	2841	#include <skinning_pars_vertex>	COMMENT
LOW	source/javascripts/wth/three.min.js	2861	#include <clipping_planes_vertex>	COMMENT
LOW	source/javascripts/wth/three.min.js	2881	#endif	COMMENT
LOW	source/javascripts/wth/three.min.js	2901	}`,Zf=`#define DISTANCE	COMMENT
LOW	source/javascripts/wth/three.min.js	2921	#include <morphtarget_vertex>	COMMENT
LOW	source/javascripts/wth/three.min.js	2961	vec3 direction = normalize( vWorldDirection );	COMMENT
LOW	source/javascripts/wth/three.min.js	2981	#include <morphcolor_vertex>	COMMENT
LOW	source/javascripts/wth/three.min.js	3001	vec4 diffuseColor = vec4( diffuse, opacity );	COMMENT
LOW	source/javascripts/wth/three.min.js	3021	#include <fog_pars_vertex>	COMMENT
LOW	source/javascripts/wth/three.min.js	3041	#include <skinning_vertex>	COMMENT
LOW	source/javascripts/wth/three.min.js	3061	#include <aomap_pars_fragment>	COMMENT
LOW	source/javascripts/wth/three.min.js	3081	vec4 lightMapTexel = texture2D( lightMap, vLightMapUv );	COMMENT
LOW	source/javascripts/wth/three.min.js	3101	#include <displacementmap_pars_vertex>	COMMENT
LOW	source/javascripts/wth/three.min.js	3121	#include <defaultnormal_vertex>	COMMENT
LOW	source/javascripts/wth/three.min.js	3141	#include <color_pars_fragment>	COMMENT
LOW	source/javascripts/wth/three.min.js	3161	#include <normalmap_pars_fragment>	COMMENT
LOW	source/javascripts/wth/three.min.js	3181	#include <lights_fragment_begin>	COMMENT
LOW	source/javascripts/wth/three.min.js	3201	#include <normal_pars_vertex>	COMMENT
LOW	source/javascripts/wth/three.min.js	3221	#include <displacementmap_vertex>	COMMENT
LOW	source/javascripts/wth/three.min.js	3241	#include <normal_pars_fragment>	COMMENT
LOW	source/javascripts/wth/three.min.js	3261	#ifdef USE_MATCAP	COMMENT
LOW	source/javascripts/wth/three.min.js	3281	#include <normal_pars_vertex>	COMMENT
LOW	source/javascripts/wth/three.min.js	3301	#include <logdepthbuf_vertex>	COMMENT
LOW	source/javascripts/wth/three.min.js	3321	#include <normal_fragment_begin>	COMMENT
LOW	source/javascripts/wth/three.min.js	3341	#include <clipping_planes_pars_vertex>	COMMENT
LOW	source/javascripts/wth/three.min.js	3361	vViewPosition = - mvPosition.xyz;	COMMENT
LOW	source/javascripts/wth/three.min.js	3381	#include <lightmap_pars_fragment>	COMMENT
LOW	source/javascripts/wth/three.min.js	3401	ReflectedLight reflectedLight = ReflectedLight( vec3( 0.0 ), vec3( 0.0 ), vec3( 0.0 ), vec3( 0.0 ) );	COMMENT
LOW	source/javascripts/wth/three.min.js	3421	#include <tonemapping_fragment>	COMMENT
LOW	source/javascripts/wth/three.min.js	3441	#include <logdepthbuf_pars_vertex>	COMMENT
25 more matches not shown…

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	source/javascripts/wth/three.min.js	3830	}`,Xt={alphahash_fragment:zu,alphahash_pars_fragment:Vu,alphamap_fragment:ku,alphamap_pars_fragment:Gu,alphatest_fragmen	CODE
CRITICAL	source/javascripts/wth/logo.js	500	this.passes.flood.uniforms.resolution.value.copy(size);	CODE

Hyper-Verbose Identifiers12 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	plugins/filters.rb	75	def group_components_by_release(input)	CODE
LOW	plugins/blueprint_example.rb	81	def render_configuration_yaml(blueprint, body, domain)	CODE
LOW	plugins/blueprint_example.rb	101	def render_configuration_details(context, title, configuration_yaml)	CODE
LOW	source/javascripts/prism-doc-links.js	113	function collectDataFieldPositions(text) {	CODE
LOW	source/javascripts/ScrollSmoother.min.js	10	!function(e,t){"object"==typeof exports&&"undefined"!=typeof module?t(exports):"function"==typeof define&&define.amd?def	CODE
LOW	source/javascripts/docsearch-options.js	1	function rewriteDocSearchPreviewUrl(url) {	CODE
LOW	source/voice-pe/script.js	45	function registerUserInteractionEvents() {	CODE
LOW	source/voice-pe/script.js	95	function registerProductFeatureToggles() {	CODE
LOW	source/voice-pe/script.js	181	function registerProductRotateButton() {	CODE
LOW	source/voice-pe/script.js	223	function registerFeatureImagePreload() {	CODE
LOW	source/voice-pe/script.js	244	function registerControlsCableEntry() {	CODE
LOW	source/voice-pe/script.js	440	function registerLanguageSelectChange() {	CODE

Magic Placeholder Names1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	.claude/skills/home-assistant-yaml-style/SKILL.md	46	- Use capital letters and `_` to indicate values readers need to replace, for example `api_key: YOUR_API_KEY` or `api_ke	CODE

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	plugins/category_generator.rb	150	# Create an Atom-feed for each index.	COMMENT

Redundant / Tautological Comments2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	plugins/configuration.rb	71	# Check if the type (or list of types) are valid	COMMENT
LOW	plugins/configuration.rb	103	# Check if required is a valid value	COMMENT

Fake / Example Data3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	source/javascripts/nice-select2.js	1	!function(e,t){"object"==typeof exports&&"object"==typeof module?module.exports=t():"function"==typeof define&&define.am	CODE
LOW	sass/inuitcss/objects/_media.scss	14	<p class=media__body>Lorem ipsum dolor sit amet, consectetur adipisicing elit,	CODE
LOW	sass/inuitcss/objects/_media.scss	14	<p class=media__body>Lorem ipsum dolor sit amet, consectetur adipisicing elit,	CODE

AI Slop Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	source/javascripts/gsap.min.js	10	!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?def	CODE

home-assistant/home-assistant.io

Open-Source Code Quality, Security and Technical Debt Review