0.6

Adjusted Signal

0.6

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

14.1K

Stars

PHP

Language

142.7K

Lines of Code

1.7K

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 2.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 55 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.4/100 · LOW

Are imports declared and package/API names verified? 8 finding(s).

Agent Over-Engineering Ratio 0.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 22 finding(s).

PR Review Velocity Impact 2.4/100 · LOW

Which changes need focused human review? 63 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 3LOW 60

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 63 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.

Hyper-Verbose Identifiers22 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW	website/.eleventy.js	72	async function renderLineChartPlaceholder(script, fontFace, chartHtml, width) {	CODE
LOW	website/errors/nullCoalesce.unnecessary.md	12	function alwaysDefinedNullableParam(?string $name): ?string	CODE
LOW	website/errors/nullCoalesce.unnecessary.md	33	function alwaysDefinedNullableParam(?string $name): ?string	CODE
LOW	website/errors/nullCoalesce.unnecessary.md	53	function alwaysDefinedNullableParam(?string $name): string	CODE
LOW	website/errors/impure.functionCall.md	13	function computeAndLog(int $value): int	CODE
LOW	website/errors/impure.functionCall.md	49	function computeAndLog(int $value): int	CODE
LOW	…oping-extensions/additional-constructors-extensions.md	30	public function getAdditionalConstructors(ClassReflection $classReflection): array;	CODE
LOW	…oping-extensions/additional-constructors-extensions.md	48	public function getAdditionalConstructors(ClassReflection $classReflection): array	CODE
LOW	website/src/developing-extensions/closure-extensions.md	25	public function getTypeTypeFromMethodCall(	CODE
LOW	website/src/developing-extensions/closure-extensions.md	71	public function getClosureThisTypeFromMethodCall(	CODE
LOW	…developing-extensions/dynamic-throw-type-extensions.md	25	public function getThrowTypeFromMethodCall(	CODE
LOW	…developing-extensions/dynamic-throw-type-extensions.md	64	public function getThrowTypeFromMethodCall(	CODE
LOW	…developing-extensions/parameter-out-type-extensions.md	27	public function getParameterOutTypeFromMethodCall(	CODE
LOW	…developing-extensions/parameter-out-type-extensions.md	70	public function getParameterOutTypeFromMethodCall(	CODE
LOW	…c/developing-extensions/class-reflection-extensions.md	54	public function canChangeTypeAfterAssignment(): bool;	CODE
LOW	…c/developing-extensions/restricted-usage-extensions.md	86	public function isRestrictedClassNameUsage(	CODE
LOW	…c/developing-extensions/restricted-usage-extensions.md	137	public function isRestrictedPropertyUsage(	CODE
LOW	…c/developing-extensions/restricted-usage-extensions.md	169	public function isRestrictedClassConstantUsage(	CODE
LOW	…c/developing-extensions/restricted-usage-extensions.md	199	public function isRestrictedFunctionUsage(	CODE
LOW	…bsite/src/_posts/preprocessing-ast-for-custom-rules.md	75	private function isUnhandledMatchErrorCaught(Node $node): bool	CODE
LOW	…bsite/src/_posts/preprocessing-ast-for-custom-rules.md	113	private function isUnhandledMatchErrorCaught(Node $node): bool	CODE
LOW	website/src/writing-php-code/phpdocs-basics.md	130	function acceptCallableAndCallLater(callable $cb): void	CODE

Structural Annotation Overuse10 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	.claude/skills/run-on-3v4l/SKILL.md	14	## Step 1: Research the 3v4l.org submission form	COMMENT
LOW⚡	.claude/skills/run-on-3v4l/SKILL.md	27	## Step 2: Prepare executable PHP code	COMMENT
LOW⚡	.claude/skills/run-on-3v4l/SKILL.md	35	## Step 3: Submit to 3v4l.org	COMMENT
LOW⚡	.claude/skills/run-on-3v4l/SKILL.md	39	## Step 4: Fetch results	COMMENT
LOW⚡	.claude/skills/run-on-3v4l/SKILL.md	49	## Step 5: Present results	COMMENT
LOW⚡	.claude/skills/analyse-with-phpstan/SKILL.md	14	## Step 1: Prepare the code	COMMENT
LOW⚡	.claude/skills/analyse-with-phpstan/SKILL.md	18	## Step 2: Determine settings	COMMENT
LOW⚡	.claude/skills/analyse-with-phpstan/SKILL.md	28	## Step 3: Call the playground API	COMMENT
LOW	.claude/skills/analyse-with-phpstan/SKILL.md	47	## Step 4: Parse the response	COMMENT
LOW	.claude/skills/analyse-with-phpstan/SKILL.md	57	## Step 5: Present results as markdown	COMMENT

Over-Commented Block20 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	docker/pgo-build.sh	1	#!/bin/sh	COMMENT
LOW	website/infra/lib/website-stack.ts	21	readonly testDomain: string;	COMMENT
LOW	website/infra/functions/phpstan-org-edge.js	1	// CloudFront Function (runtime cloudfront-js-2.0), viewer-request.	COMMENT
LOW	website/scripts/build-wasm.sh	1	#!/usr/bin/env bash	COMMENT
LOW	website/src/js/XRayData.ts	1	// "AST X-Ray" payload produced by the playground runner (playground-runner/xray.php).	COMMENT
LOW	website/src/js/notFound.ts	1	// The 404 page is standalone (it does not use the site layout/nav), so it	COMMENT
LOW	website/src/js/phpantom/lspClient.ts	1	import {LSPClient, serverCompletion, signatureHelp} from '@codemirror/lsp-client';	COMMENT
LOW	website/src/js/phpantom/worker.ts	1	// Web Worker hosting the PHPantom language server (compiled to wasm32-wasip1)	COMMENT
LOW	website/src/js/editor/occurrences.ts	1	import {Decoration, DecorationSet, EditorView, ViewPlugin, ViewUpdate, keymap} from '@codemirror/view';	COMMENT
LOW	website/src/js/editor/xray.ts	1	import {EditorView, layer, RectangleMarker, LayerMarker, ViewPlugin, ViewUpdate, showTooltip, Tooltip} from '@codemirror	COMMENT
LOW	website/src/js/editor/docBlock.ts	61	};	COMMENT
LOW	.github/actionlint.yaml	1	self-hosted-runner:	COMMENT
LOW	.github/workflows/docker-nightly.yml	1	# From:	COMMENT
LOW	.github/workflows/integration-tests.yml	481	ref: 4.2.2	COMMENT
LOW	.github/workflows/integration-tests.yml	621	# repo: reactphp/promise	COMMENT
LOW	playground-runner/bref.php	21	'service_exception_handler' => static function (): void {	COMMENT
LOW	e2e/symfony-event/config/routes.yaml	1	#index:	COMMENT
LOW	e2e/symfony-event/config/packages/cache.yaml	1	framework:	COMMENT
LOW	e2e/undiscoverable-symbols-3/config/routes.yaml	1	#index:	COMMENT
LOW	e2e/undiscoverable-symbols-3/config/packages/cache.yaml	1	framework:	COMMENT

Fake / Example Data8 hits · 11 pts

Severity	File	Line	Snippet	Context
LOW	website/errors/propertyGetHook.noRead.md	17	return "John Doe";	CODE
LOW	website/errors/propertyGetHook.noRead.md	50	- return "John Doe";	CODE
LOW	website/errors/propertyGetHook.noRead.md	76	- return "John Doe";	CODE
LOW	…c/_posts/remembering-and-forgetting-returned-values.md	165	$person->setName('John Doe');	CODE
LOW⚡	…why-is-instanceof-type-wrong-and-getting-deprecated.md	54	Another example of a deprecated check is `instanceof ConstantStringType` which represents a literal string like `'lorem	CODE
LOW⚡	…why-is-instanceof-type-wrong-and-getting-deprecated.md	61	// do something with $type->getValue() (which is 'lorem ipsum')	COMMENT
LOW⚡	…why-is-instanceof-type-wrong-and-getting-deprecated.md	64	PHPStan 1.10 wants you to use `Type::getConstantStrings(): list<ConstantStringType>`. It's plural because it wants you t	CODE
LOW⚡	…why-is-instanceof-type-wrong-and-getting-deprecated.md	64	PHPStan 1.10 wants you to use `Type::getConstantStrings(): list<ConstantStringType>`. It's plural because it wants you t	CODE

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	e2e/symfony-event/config/services.yaml	1	# This file is the entry point to configure your own services.	COMMENT

AI Slop Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	website/package-lock.json	6847	"resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.3.tgz",	CODE

Modern AI Meta-Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	…oping-extensions/additional-constructors-extensions.md	5	When [`checkUninitializedProperties`](/config-reference#checkuninitializedproperties) is enabled, PHPStan reports proper	CODE

phpstan/phpstan

Open-Source Code Quality, Security and Technical Debt Review