0.6

Adjusted Signal

0.6

Raw Pattern Score

100%

Time Factor

2026-09-06

Last Push

25.0K

Stars

JavaScript

Language

157.8K

Lines of Code

2.0K

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? 59 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.3/100 · LOW

Are imports declared and package/API names verified? 20 finding(s).

Agent Over-Engineering Ratio 0.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 5 finding(s).

PR Review Velocity Impact 3.1/100 · LOW

Which changes need focused human review? 79 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 0MEDIUM 1LOW 76

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 79 distinct pattern matches across 6 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 Block53 hits · 53 pts

Severity	File	Line	Snippet	Context
LOW	tsconfig.json	1	{	COMMENT
LOW	tools/build.js	1	#!/usr/bin/env node	COMMENT
LOW	tools/build.js	21	//	COMMENT
LOW	tools/build.js	41	// browserify. Luckily, you can easily do two things to make the build	COMMENT
LOW	tools/sample_files/python.txt	121	"""Contains the navigational information for some part of the page	COMMENT
LOW	test/index.js	21		COMMENT
LOW	test/detect/index.js	41	// languages.filter(hljs.autoDetection).forEach((language) => {	COMMENT
LOW	test/detect/index.js	61	// }); // this is also required for the dynamic test generation above to work	COMMENT
LOW	test/detect/leaf/default.txt	1	#(variable)	COMMENT
LOW	test/detect/step21/default.txt	21	#11=CARTESIAN_POINT('',(2.E0,2.E0,-2.E0));	COMMENT
LOW	test/detect/r/default.txt	41	#> 3 versic… length-wi… 0.574 0.556 0.344 31.7 1.92e- 9 3	COMMENT
LOW	test/regex/index.js	161	}	COMMENT
LOW	test/markup/gml/macro-override.txt	1	#macro CHEATS false	COMMENT
LOW	test/markup/gml/region.txt	1	#region	COMMENT
LOW	test/markup/gml/struct-in-ternary.txt	1	// FIXME: ternary eats the `:` in the struct literal here.	COMMENT
LOW	test/markup/gml/colour-literals.txt	1	#000000	COMMENT
LOW	test/markup/gml/jsdoc.txt	1	/// @func func(a)	COMMENT
LOW	test/markup/gml/jsdoc.txt	61	// @ignore	COMMENT
LOW	test/markup/leaf/default.txt	1	#(variable)	COMMENT
LOW	test/markup/step21/default.txt	21	#11=CARTESIAN_POINT('',(2.E0,2.E0,-2.E0));	COMMENT
LOW	test/markup/dart/comment-markdown.txt	1	/// Comment.	COMMENT
LOW	test/markup/latex/parameters.txt	1	#7	COMMENT
LOW	test/markup/rust/attributes.txt	1	#[foo]	COMMENT
LOW	test/markup/rust/attributes.txt	21	#[doc = r#"see ] inside raw"#]	COMMENT
LOW	test/markup/fsharp/fsi-and-preprocessor.txt	1	#if foo	COMMENT
LOW	test/markup/fsharp/fsi-and-preprocessor.txt	21	#r "nuget:FSharp.Data, 3.1.2";; // Load Nuget Package 'FSharp.Data' version '3.1.2'	COMMENT
LOW	test/markup/r/roxygen.txt	1	#' A description	COMMENT
LOW	test/markup/vbnet/directives.txt	1	#Region "MathFunctions"	COMMENT
LOW	test/markup/php/attributes.txt	1	namespace Entity;	COMMENT
LOW	test/markup/scala/using-directives.txt	1	//> using scala 3.3.0	COMMENT
LOW	test/markup/cpp/preprocessor.txt	1	#include <iostream>	COMMENT
LOW	test/markup/swift/keywords.txt	21		COMMENT
LOW	test/markup/swift/regex.txt	21		COMMENT
LOW	test/markup/objectivec/preprocessor.txt	1	#include <iostream>	COMMENT
LOW	docs/conf.py	1	# -- coding: utf-8 --	COMMENT
LOW	docs/conf.py	61	#language = None	COMMENT
LOW	docs/conf.py	81	#add_module_names = True	COMMENT
LOW	docs/conf.py	121	"source_docs_path": "/docs/",	COMMENT
LOW	docs/conf.py	141	# relative to this directory. They are copied after the builtin static files,	COMMENT
LOW	docs/conf.py	161	# If false, no module index is generated.	COMMENT
LOW	docs/conf.py	181	# base URL from which the finished HTML is served.	COMMENT
LOW	docs/conf.py	201	#'preamble': '',	COMMENT
LOW	src/languages/cos.js	41	// registered function - no need in them due to all functions are highlighted,	COMMENT
LOW	src/languages/cos.js	61	// "$zconvert", "$zcrc", "$zcyc", "$zdascii", "$zdchar", "$zf",	COMMENT
LOW	src/languages/crystal.js	161	// statement, since there would be no closing delimiter to match.	COMMENT
LOW	src/languages/ada.js	41		COMMENT
LOW	src/languages/julia.js	61	'while',	COMMENT
LOW	src/languages/julia.js	121	// # built_in generator (Julia 1.5.2)	COMMENT
LOW	src/languages/python.js	261		COMMENT
LOW	src/styles/nord.css	21		COMMENT
LOW	src/styles/agate.css	1	/*!	COMMENT
LOW	src/lib/modes.js	101	// note: this is not an exhaustive list of contractions, just popular ones	COMMENT
LOW	src/lib/mode_compiler.js	181		COMMENT

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	test/detect/subunit/default.txt	13	test: bzrlib.tests.blackbox.test_add.TestAdd.test_add_control_dir(pre-views)	CODE
CRITICAL	test/detect/subunit/default.txt	15	successful: bzrlib.tests.blackbox.test_add.TestAdd.test_add_control_dir(pre-views) [ multipart	CODE

Fake / Example Data15 hits · 18 pts

Severity	File	Line	Snippet	Context
LOW	test/detect/golo/default.txt	14	let john = human("John Doe")	CODE
LOW	test/detect/dockerfile/default.txt	22	ENV myName="John Doe" myDog=Rex\ The\ Dog \	CODE
LOW	test/markup/golo/default.txt	14	let john = human("John Doe")	CODE
LOW⚡	test/markup/gherkin/docstrings.txt	5	Here is the first paragraph of my blog post. Lorem ipsum dolor sit amet,	STRING
LOW⚡	test/markup/gherkin/docstrings.txt	5	Here is the first paragraph of my blog post. Lorem ipsum dolor sit amet,	STRING
LOW⚡	test/markup/gherkin/docstrings.txt	13	Here is the first paragraph of my blog post. Lorem ipsum dolor sit amet,	CODE
LOW⚡	test/markup/gherkin/docstrings.txt	13	Here is the first paragraph of my blog post. Lorem ipsum dolor sit amet,	CODE
LOW⚡	test/markup/gherkin/docstrings.expect.txt	5	Here is the first paragraph of my blog post. Lorem ipsum dolor sit amet,	CODE
LOW⚡	test/markup/gherkin/docstrings.expect.txt	5	Here is the first paragraph of my blog post. Lorem ipsum dolor sit amet,	CODE
LOW⚡	test/markup/gherkin/docstrings.expect.txt	13	Here is the first paragraph of my blog post. Lorem ipsum dolor sit amet,	CODE
LOW⚡	test/markup/gherkin/docstrings.expect.txt	13	Here is the first paragraph of my blog post. Lorem ipsum dolor sit amet,	CODE
LOW	test/markup/dns/caa.txt	4	@ IN CAA 0 contactemail "admin@example.com"	CODE
LOW	src/languages/nix.js	46	"placeholder",	CODE
LOW	src/languages/nix.js	142	"placeholder",	CODE
LOW	src/languages/lib/css-shared.js	294	'placeholder',	CODE

Hyper-Verbose Identifiers5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	tools/buildSizeReport.js	103	function reportRemovedFilesSection(base, _pr, removedFiles) {	CODE
LOW	tools/buildSizeReport.js	120	function reportChangedFilesSection(base, pr, changedFiles) {	CODE
LOW	tools/sample_files/python.txt	101	def _substitute_if_appropriate(cls, ns, f):	CODE
LOW	tools/sample_files/python.txt	1451	def default_candidate_generator(tag):	CODE
LOW	test/regex/index.js	113	function checkDisjointAlternatives(node) {	CODE

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/conf.py	6	# This file is execfile()d with the current directory set to its containing dir.	COMMENT

Unused Imports3 hits · 3 pts

Severity	File	Line	Context
LOW	docs/conf.py	14	CODE
LOW	docs/conf.py	14	CODE
LOW	docs/conf.py	15	CODE

highlightjs/highlight.js

Open-Source Code Quality, Security and Technical Debt Review