1.0

Adjusted Signal

1.0

Raw Pattern Score

100%

Time Factor

2026-10-27

Last Push

13.3K

Stars

Language

410.5K

Lines of Code

1.4K

Files

453

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 4.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 443 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

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

Agent Over-Engineering Ratio 3.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 366 finding(s).

PR Review Velocity Impact 5.5/100 · LOW

Which changes need focused human review? 453 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 1MEDIUM 1LOW 451

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 453 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 Identifiers364 hits · 314 pts

Severity	File	Line	Snippet	Context
LOW⚡	ui/v2.5/src/pluginApi.d.ts	251	function refetchAvailablePluginPackagesQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	252	function refetchAvailableScraperPackagesQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	253	function refetchConfigurationQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	256	function refetchFindDuplicateScenesQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	257	function refetchFindGalleriesForSelectQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	258	function refetchFindGalleriesQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	264	function refetchFindGroupsForSelectQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	266	function refetchFindPerformerQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	267	function refetchFindPerformersForSelectQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	268	function refetchFindPerformersQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	269	function refetchFindSavedFilterQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	270	function refetchFindSavedFiltersQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	271	function refetchFindSceneMarkerTagsQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	272	function refetchFindSceneMarkersQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	274	function refetchFindScenesByPathRegexQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	277	function refetchFindStudiosForSelectQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	280	function refetchFindTagsForSelectQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	282	function refetchInstalledPluginPackagesQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	283	function refetchInstalledPluginPackagesStatusQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	284	function refetchInstalledScraperPackagesQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	285	function refetchInstalledScraperPackagesStatusQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	287	function refetchLatestVersionQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	288	function refetchListGalleryScrapersQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	289	function refetchListGroupScrapersQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	290	function refetchListPerformerScrapersQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	291	function refetchListSceneScrapersQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	293	function refetchMarkerStringsQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	295	function refetchParseSceneFilenamesQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	300	function refetchScrapeGalleryUrlQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	301	function refetchScrapeGroupUrlQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	302	function refetchScrapeMultiPerformersQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	303	function refetchScrapeMultiScenesQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	304	function refetchScrapePerformerUrlQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	305	function refetchScrapeSceneUrlQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	306	function refetchScrapeSingleGalleryQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	307	function refetchScrapeSinglePerformerQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	308	function refetchScrapeSingleSceneQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	309	function refetchScrapeSingleStudioQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	312	function refetchValidateStashBoxQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	314	function useAddGalleryImagesMutation(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	316	function useAnonymiseDatabaseMutation(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	317	function useAvailablePluginPackagesLazyQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	318	function useAvailablePluginPackagesQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	319	function useAvailablePluginPackagesSuspenseQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	320	function useAvailableScraperPackagesLazyQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	321	function useAvailableScraperPackagesQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	322	function useAvailableScraperPackagesSuspenseQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	323	function useBackupDatabaseMutation(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	324	function useBulkGalleryUpdateMutation(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	325	function useBulkImageUpdateMutation(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	326	function useBulkGroupUpdateMutation(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	327	function useBulkPerformerUpdateMutation(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	328	function useBulkSceneUpdateMutation(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	329	function useConfigurationLazyQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	331	function useConfigurationSuspenseQuery(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	332	function useConfigureDefaultsMutation(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	334	function useConfigureGeneralMutation(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	335	function useConfigureInterfaceMutation(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	336	function useConfigurePluginMutation(...args: any[]): any;	CODE
LOW⚡	ui/v2.5/src/pluginApi.d.ts	337	function useConfigureScrapingMutation(...args: any[]): any;	CODE
304 more matches not shown…

Over-Commented Block77 hits · 77 pts

Severity	File	Line	Snippet	Context
LOW	ui/v2.5/src/serviceWorker.ts	1	/* XXbiome-ignore no-console */	COMMENT
LOW	ui/v2.5/src/models/list-filter/criteria/stash-ids.ts	101	// const asStashIDValue = criterion as StashIdCriterionInput;	COMMENT
LOW	ui/v2.5/src/components/List/util.ts	341	// of keeping selected items that are no longer in the list, since its not	COMMENT
LOW	ui/v2.5/src/hooks/Lightbox/Lightbox.tsx	141	const [showOptions, setShowOptions] = useState(false);	COMMENT
LOW	ui/v2.5/src/hooks/Interactive/interactive.ts	61	// Permission is hereby granted, free of charge, to any person obtaining a copy	COMMENT
LOW	docker/production/docker-compose.yml	21	- STASH_METADATA=/metadata/	COMMENT
LOW	internal/dlna/dms.go	1	package dlna	COMMENT
LOW	internal/dlna/dms.go	481	// XMLName: xml.Name{	COMMENT
LOW	internal/dlna/dms.go	521	}	COMMENT
LOW	internal/dlna/service.go	181	return conn	COMMENT
LOW	internal/dlna/service.go	201	// },	COMMENT
LOW	internal/dlna/service.go	221	// if err != nil {	COMMENT
LOW	internal/dlna/cd-service-desc.go	1	package dlna	COMMENT
LOW	internal/dlna/html.go	1	package dlna	COMMENT
LOW	internal/dlna/cm-service-desc.go	1	package dlna	COMMENT
LOW	internal/dlna/cds.go	1	package dlna	COMMENT
LOW	internal/dlna/cds.go	261	// for _, playlist := range savedPlaylists {	COMMENT
LOW	internal/dlna/xmsr-service-desc.go	1	package dlna	COMMENT
LOW	internal/dlna/cds_test.go	1	package dlna	COMMENT
LOW	internal/autotag/performer.go	41	// TODO - disabled until we can have finer control over alias matching	COMMENT
LOW	internal/autotag/doc.go	1	// Package autotag provides the autotagging functionality for the application.	COMMENT
LOW	internal/autotag/tagger.go	1	// Package autotag provides methods to auto-tag scenes with performers,	COMMENT
LOW	internal/manager/generator_sprite.go	41	// SpriteInterval will be adjusted accordingly to ensure no more than this many sprites are generated	COMMENT
LOW	internal/api/loaders/dataloaders.go	1	// Package loaders contains the dataloaders used by the resolver in [api].	COMMENT
LOW	pkg/fsutil/symwalk.go	1	// Modified from github.com/facebookgo/symwalk	COMMENT
LOW	pkg/fsutil/symwalk.go	21	// prior written permission.	COMMENT
LOW	pkg/stashbox/draft.go	101	// return	COMMENT
LOW	pkg/stashbox/draft.go	121	// if _, err := io.Copy(part, image); err != nil {	COMMENT
LOW	pkg/file/scan.go	21	// The scan process works using two goroutines. The first walks through the provided paths	COMMENT
LOW	pkg/file/walk.go	21	// Redistribution and use in source and binary forms, with or without modification,	COMMENT
LOW	pkg/file/walk.go	41	// LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON	COMMENT
LOW	pkg/file/stashignore.go	41	// NewStashIgnoreFilter creates a new StashIgnoreFilter.	COMMENT
LOW	pkg/match/path.go	161	// if !matches {	COMMENT
LOW	pkg/plugin/config.go	41	// The command to execute for the operations in this plugin. The first	COMMENT
LOW	pkg/plugin/config.go	81		COMMENT
LOW	pkg/plugin/config.go	381	// provided by a plugin.	COMMENT
LOW	pkg/plugin/plugins.go	61		COMMENT
LOW	pkg/plugin/common/log/log.go	1	// Package log provides a number of logging utility functions for encoding and	COMMENT
LOW	pkg/utils/strings.go	1	package utils	COMMENT
LOW	pkg/sqlite/saved_filter_test.go	101	// TODO Find	COMMENT
LOW	pkg/sqlite/performer_test.go	2841	// TODO Update	COMMENT
LOW	pkg/sqlite/transaction_test.go	21	// loops = 100	COMMENT
LOW	pkg/sqlite/transaction_test.go	41	// }	COMMENT
LOW	pkg/sqlite/transaction_test.go	81	// with a read-only transaction.	COMMENT
LOW	pkg/sqlite/transaction_test.go	101	// // wait for other thread to start	COMMENT
LOW	pkg/sqlite/transaction_test.go	121	// defer wg.Done()	COMMENT
LOW	pkg/sqlite/transaction_test.go	141	// // this takes time to fail, so we need to wait for it	COMMENT
LOW	pkg/sqlite/transaction_test.go	221		COMMENT
LOW	pkg/sqlite/transaction_test.go	241	// Title: "test",	COMMENT
LOW	pkg/sqlite/transaction_test.go	261	// }(k)	COMMENT
LOW	pkg/sqlite/transaction_test.go	281		COMMENT
LOW	pkg/sqlite/gallery_chapter_test.go	41	// TODO Update	COMMENT
LOW	pkg/sqlite/database.go	21	// Number of database read connections to use	COMMENT
LOW	pkg/sqlite/scene_marker_test.go	221	strconv.Itoa(tagIDs[tagIdxWithMarkers]),	COMMENT
LOW	pkg/image/export.go	81	// }	COMMENT
LOW	pkg/scene/marker_import_test.go	1	package scene	COMMENT
LOW	pkg/scene/marker_import_test.go	21	// func TestMarkerImporterName(t *testing.T) {	COMMENT
LOW	pkg/scene/marker_import_test.go	41	// },	COMMENT
LOW	pkg/scene/marker_import_test.go	61	// i.Input.Tags = []string{	COMMENT
LOW	pkg/scene/marker_import_test.go	81	// tags: []*models.Tag{	COMMENT
17 more matches not shown…

Fake / Example Data8 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	ui/v2.5/src/docs/en/Manual/Tagger.md	11	An important thing to note is that it only returns a match if all query terms are a match. As an example, if a scene i	CODE
LOW	ui/v2.5/src/docs/en/Manual/AutoTagging.md	15	### Examples (performer "Jane Doe")	COMMENT
LOW	ui/v2.5/src/components/Shared/FilterSelect.tsx	40	\| "placeholder"	CODE
LOW	pkg/scraper/mapped_result_test.go	414	"Name": "Jane Doe",	CODE
LOW	pkg/scraper/mapped_result_test.go	442	assert.Equal(t, "Jane Doe", *p.Name)	CODE
LOW⚡	pkg/scraper/mapped_result_test.go	487	mappedResult{"Name": "Jane Doe"},	CODE
LOW⚡	pkg/scraper/mapped_result_test.go	494	mappedResult{"Name": "Jane Doe"},	CODE
LOW⚡	pkg/scraper/mapped_result_test.go	495	mappedResult{"Name": "John Doe"},	CODE

Empty Error Handlers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	pkg/plugin/examples/python/pyplugin.py	99	except ValueError:	CODE

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	docker/production/docker-compose.yml	30	## E.g. you can change ./config:/root/.stash to ./stash:/root/.stash	COMMENT

Excessive Try-Catch Wrapping1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	pkg/plugin/examples/python/pyplugin.py	57	except Exception as e:	CODE

Deep Nesting1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	pkg/plugin/examples/python/pyplugin.py	43		CODE

stashapp/stash

Open-Source Code Quality, Security and Technical Debt Review