1.3

Adjusted Signal

1.3

Raw Pattern Score

100%

Time Factor

2026-09-16

Last Push

9.6K

Stars

Blade

Language

54.6K

Lines of Code

376

Files

Pattern Hits

2026-10-31

Scan Date

0.01

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 3.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 36 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.2/100 · LOW

Are imports declared and package/API names verified? 7 finding(s).

Agent Over-Engineering Ratio 2.9/100 · LOW

Are wrappers, guards, and repeated structures necessary? 32 finding(s).

PR Review Velocity Impact 6.2/100 · LOW

Which changes need focused human review? 43 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 3HIGH 0MEDIUM 0LOW 40

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 43 distinct pattern matches across 4 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 Identifiers32 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	public/viewjs/quantityunitpluraltesting.js	16	function RefreshQuPluralTestingResult()	CODE
LOW	public/js/grocy.js	605	function RefreshLocaleNumberDisplay(rootSelector = "#page-content")	CODE
LOW	controllers/StockController.php	330	public function QuantityUnitConversionEditForm(Request $request, Response $response, array $args)	CODE
LOW	controllers/StockController.php	395	public function QuantityUnitPluralFormTesting(Request $request, Response $response, array $args)	CODE
LOW	controllers/StockController.php	629	public function QuantityUnitConversionsResolved(Request $request, Response $response, array $args)	CODE
LOW	controllers/Api/RecipesApiController.php	14	public function AddNotFulfilledProductsToShoppingList(Request $request, Response $response, array $args)	CODE
LOW	controllers/Api/StockApiController.php	15	public function AddMissingProductsToShoppingList(Request $request, Response $response, array $args)	CODE
LOW	controllers/Api/StockApiController.php	39	public function AddOverdueProductsToShoppingList(Request $request, Response $response, array $args)	CODE
LOW	controllers/Api/StockApiController.php	62	public function AddExpiredProductsToShoppingList(Request $request, Response $response, array $args)	CODE
LOW	controllers/Api/StockApiController.php	527	public function InventoryProductByBarcode(Request $request, Response $response, array $args)	CODE
LOW	controllers/Api/StockApiController.php	733	public function RemoveProductFromShoppingList(Request $request, Response $response, array $args)	CODE
LOW	controllers/Api/BaseApiController.php	158	protected function GetParsedAndFilteredRequestBody($request)	CODE
LOW	controllers/Api/GenericEntityApiController.php	301	private function IsEntityWithEditRequiresAdmin($entity)	CODE
LOW	controllers/Api/ChoresApiController.php	14	public function CalculateNextExecutionAssignments(Request $request, Response $response, array $args)	CODE
LOW	helpers/ConfigurationValidator.php	72	private function CheckMealplanFirstDayOfWeek()	CODE
LOW	helpers/extensions.php	3	function FindObjectInArrayByPropertyValue($array, $propertyName, $propertyValue)	CODE
LOW	helpers/extensions.php	16	function FindAllObjectsInArrayByPropertyValue($array, $propertyName, $propertyValue, $operator = '==')	CODE
LOW	helpers/extensions.php	48	function FindAllItemsInArrayByValue($array, $value, $operator = '==')	CODE
LOW	services/RecipesService.php	14	public function AddNotFulfilledProductsToShoppingList($recipeId, $excludedProductIds = null)	CODE
LOW	services/StockService.php	21	public function AddMissingProductsToShoppingList($listId = 1)	CODE
LOW	services/StockService.php	60	public function AddOverdueProductsToShoppingList($listId = 1)	CODE
LOW	services/StockService.php	86	public function AddExpiredProductsToShoppingList($listId = 1)	CODE
LOW	services/StockService.php	601	public function GetExternalBarcodeLookupPluginName()	CODE
LOW	services/StockService.php	707	public function GetCurrentStockLocationContent($includeOutOfStockProductsAtTheDefaultLocation = false)	CODE
LOW	services/StockService.php	1163	public function RemoveProductFromShoppingList($productId, $amount = 1, $listId = 1)	CODE
LOW	services/StockService.php	1189	public function GetShoppinglistInPrintableStrings($listId = 1): array	CODE
LOW	services/StockService.php	1828	private function LoadExternalBarcodeLookupPlugin()	CODE
LOW	services/ChoresService.php	19	public function CalculateNextExecutionAssignment($choreId)	CODE
LOW	services/DemoDataGeneratorService.php	432	private function DownloadFileIfNotAlreadyExists($sourceUrl, $destinationPath)	CODE
LOW	services/LocalizationService.php	28	public function CheckAndAddMissingTranslationToPot($text)	CODE
LOW	services/DatabaseMigrationService.php	45	private function ExecutePhpMigrationWhenNeeded(int $migrationId, string $phpFile, int &$migrationCounter)	CODE
LOW	services/DatabaseMigrationService.php	60	private function ExecuteSqlMigrationWhenNeeded(int $migrationId, string $sql, int &$migrationCounter)	CODE

Hallucination Indicators3 hits · 30 pts

Severity	File	Line	Snippet	Context
CRITICAL	public/viewjs/components/camerabarcodescanner.js	10	var track = Grocy.Components.CameraBarcodeScanner.Scanner.stream.getVideoTracks()[0];	CODE
CRITICAL	public/viewjs/components/camerabarcodescanner.js	99	Grocy.Components.CameraBarcodeScanner.TorchToggle(Grocy.Components.CameraBarcodeScanner.Scanner.stream.getVideoTrac	CODE
CRITICAL	public/viewjs/components/camerabarcodescanner.js	169	Grocy.Components.CameraBarcodeScanner.TorchToggle(Grocy.Components.CameraBarcodeScanner.Scanner.stream.getVideoTra	CODE

Fake / Example Data4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW⚡	services/DemoDataGeneratorService.php	22	$loremIpsum = 'Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut lab	CODE
LOW⚡	services/DemoDataGeneratorService.php	22	$loremIpsum = 'Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut lab	CODE
LOW⚡	services/DemoDataGeneratorService.php	23	$loremIpsumWithHtmlFormattings = "<h1>Lorem ipsum</h1><p>Lorem ipsum <b>dolor sit</b> amet, consetetur sadipscing eli	CODE
LOW⚡	services/DemoDataGeneratorService.php	23	$loremIpsumWithHtmlFormattings = "<h1>Lorem ipsum</h1><p>Lorem ipsum <b>dolor sit</b> amet, consetetur sadipscing eli	CODE

Over-Commented Block4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	config-dist.php	1	<?php	COMMENT
LOW	config-dist.php	21		COMMENT
LOW	config-dist.php	41	// Can also be set to -1 to dynamically start the meal plan week on "today"	COMMENT
LOW	config-dist.php	61	// Root URL = https://example.com/grocy/public/index.php/	COMMENT

grocy/grocy

Open-Source Code Quality, Security and Technical Debt Review