0.6

Adjusted Signal

0.6

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

117.8K

Stars

TypeScript

Language

541.5K

Lines of Code

3.0K

Files

334

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 2.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 311 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.5/100 · LOW

Are imports declared and package/API names verified? 21 finding(s).

Agent Over-Engineering Ratio 1.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 218 finding(s).

PR Review Velocity Impact 3.5/100 · LOW

Which changes need focused human review? 334 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 1HIGH 6MEDIUM 4LOW 323

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 334 distinct pattern matches across 17 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 Identifiers216 hits · 164 pts

Severity	File	Line	Snippet	Context
LOW	…agers/timeline-manager/timeline-manager.svelte.spec.ts	20	function deriveLocalDateTimeFromFileCreatedAt(arg: TimelineAsset): TimelineAsset {	CODE
LOW	…ers/timeline-manager/internal/search-support.svelte.ts	39	export function findTimelineMonthForAsset(timelineManager: TimelineManager, id: string) {	CODE
LOW	…ers/timeline-manager/internal/search-support.svelte.ts	165	export function findClosestTimelineMonthForDate(months: TimelineMonth[], targetYearMonth: TimelineYearMonth) {	CODE
LOW	…meline-manager/internal/intersection-support.svelte.ts	31	function calculateViewportProximity(regionTop: number, regionBottom: number, windowTop: number, windowBottom: number) {	CODE
LOW	…meline-manager/internal/intersection-support.svelte.ts	43	export function updateTimelineMonthViewportProximity(timelineManager: TimelineManager, month: TimelineMonth) {	CODE
LOW	web/src/lib/modals/timezone-utils.ts	53	export function getModernOffsetForZoneAndDate(	CODE
LOW	web/src/lib/utils/container-utils.ts	106	export function mapNormalizedRectToContent(	CODE
LOW	web/src/lib/utils/layout-utils.ts	28	export function getJustifiedLayoutFromAssets(	CODE
LOW	web/src/lib/utils/actions.ts	63	export function updateStackedAssetInTimeline(timelineManager: TimelineManager, stack: StackResponseDto) {	CODE
LOW	web/src/lib/utils/maintenance.ts	14	export function maintenanceShouldRedirect(maintenanceMode: boolean, currentUrl: URL \| Location) {	CODE
LOW	…)/search/[[photos=photos]]/[[assetId=id]]/+page.svelte	175	function getHumanReadableSearchKey(key: keyof SearchTerms): string {	CODE
LOW	server/src/utils/file.ts	11	export function getFileNameWithoutExtension(path: string): string {	CODE
LOW	server/src/utils/file.ts	23	export function getLivePhotoMotionFilename(stillName: string, motionName: string) {	CODE
LOW⚡	server/src/utils/database-backups.ts	1	export function isValidDatabaseBackupName(filename: string) {	CODE
LOW⚡	server/src/utils/database-backups.ts	5	export function isValidDatabaseRoutineBackupName(filename: string) {	CODE
LOW⚡	server/src/utils/database-backups.ts	12	export function isFailedDatabaseBackupName(filename: string) {	CODE
LOW⚡	server/src/utils/database-backups.ts	16	export function findDatabaseBackupVersion(filename: string) {	CODE
LOW	server/src/utils/maintenance.ts	9	export async function createMaintenanceLoginUrl(	CODE
LOW	server/src/utils/maintenance.ts	27	export function generateMaintenanceSecret(): string {	CODE
LOW	server/src/dtos/editing.dto.ts	69	function getExpectedKeysByActionMessage(): string {	CODE
LOW	server/src/dtos/editing.dto.ts	77	function isParametersValidForAction(edit: z.infer<typeof AssetEditActionItemSchema>): boolean {	CODE
LOW	server/src/services/database-backup.service.ts	598	function createSqlOwnerTransformStream(databaseUsername: string) {	CODE
LOW⚡	packages/sdk/src/fetch-client.ts	6304	export function futoBackupsContinueAfterRestore(opts?: Oazapfts.RequestOpts) {	CODE
LOW⚡	packages/sdk/src/fetch-client.ts	6313	export function futoBackupsSkipOnboardingExtraConfig(opts?: Oazapfts.RequestOpts) {	CODE
LOW⚡	packages/sdk/src/fetch-client.ts	6322	export function futoBackupsEnableTelemetry(opts?: Oazapfts.RequestOpts) {	CODE
LOW⚡	packages/sdk/src/fetch-client.ts	6331	export function futoBackupsGetRepositories(opts?: Oazapfts.RequestOpts) {	CODE
LOW	packages/sdk/src/fetch-client.ts	4379	export function unlinkAllOAuthAccountsAdmin(opts?: Oazapfts.RequestOpts) {	CODE
LOW	packages/sdk/src/fetch-client.ts	4538	export function getIntegrityReportSummary(opts?: Oazapfts.RequestOpts) {	CODE
LOW	packages/sdk/src/fetch-client.ts	4613	export function getNotificationTemplateAdmin({ name, templateDto }: {	CODE
LOW	packages/sdk/src/fetch-client.ts	4721	export function getUserCalendarHeatmapAdmin({ $from, id, to, $type }: {	CODE
LOW	packages/sdk/src/fetch-client.ts	4754	export function updateUserPreferencesAdmin({ id, userPreferencesUpdateDto }: {	CODE
LOW	packages/sdk/src/fetch-client.ts	5739	export function deleteClusterGroupRequest({ id }: {	CODE
LOW	packages/sdk/src/fetch-client.ts	5750	export function acceptClusterGroupRequest({ id }: {	CODE
LOW	packages/sdk/src/fetch-client.ts	5772	export function clusterGroupRegeneratePeople({ id }: {	CODE
LOW	packages/sdk/src/fetch-client.ts	5783	export function getClusterGroupRequestsForGroup({ id }: {	CODE
LOW	packages/sdk/src/fetch-client.ts	5796	export function createClusterGroupRequest({ id, clusterGroupRequestCreateDto }: {	CODE
LOW	packages/sdk/src/fetch-client.ts	5992	export function futoBackupsConnectDeviceFlow(opts?: Oazapfts.RequestOpts) {	CODE
LOW	packages/sdk/src/fetch-client.ts	6015	export function futoBackupsSessionDeviceFlow(opts?: Oazapfts.RequestOpts) {	CODE
LOW	packages/sdk/src/fetch-client.ts	6052	export function futoBackupsCreateLocalBackend({ createLocalBackendRequestDto }: {	CODE
LOW	packages/sdk/src/fetch-client.ts	6093	export function futoBackupsResetOrchestrator(opts?: Oazapfts.RequestOpts) {	CODE
LOW	packages/sdk/src/fetch-client.ts	6102	export function futoBackupsGetFileListing({ path }: {	CODE
LOW	packages/sdk/src/fetch-client.ts	6117	export function futoBackupsGetIntegrations(opts?: Oazapfts.RequestOpts) {	CODE
LOW	packages/sdk/src/fetch-client.ts	6128	export function futoBackupsConfigureImmichIntegration({ configureImmichIntegrationRequestDto }: {	CODE
LOW	packages/sdk/src/fetch-client.ts	6143	export function futoBackupsConfigureImmichDatabaseDump({ configureImmichDatabaseDumpRequestDto }: {	CODE
LOW	packages/sdk/src/fetch-client.ts	6155	export function futoBackupsIgnoreImmichDatabaseDumpWarning(opts?: Oazapfts.RequestOpts) {	CODE
LOW	packages/sdk/src/fetch-client.ts	6164	export function futoBackupsStartImmichRollback({ immichRollbackRequestDto }: {	CODE
LOW	packages/sdk/src/fetch-client.ts	6176	export function futoBackupsGetImmichBackupStatus(opts?: Oazapfts.RequestOpts) {	CODE
LOW	packages/sdk/src/fetch-client.ts	6226	export function futoBackupsDownloadJobLog({ id }: {	CODE
LOW	packages/sdk/src/fetch-client.ts	6239	export function futoBackupsDownloadJobSupportLog({ id }: {	CODE
LOW	packages/sdk/src/fetch-client.ts	6252	export function futoBackupsOnboardingStatus(opts?: Oazapfts.RequestOpts) {	CODE
LOW	packages/sdk/src/fetch-client.ts	6263	export function futoBackupsCurrentRecoveryKey(opts?: Oazapfts.RequestOpts) {	CODE
LOW	packages/sdk/src/fetch-client.ts	6274	export function futoBackupsConfirmRecoveryKey(opts?: Oazapfts.RequestOpts) {	CODE
LOW	packages/sdk/src/fetch-client.ts	6283	export function futoBackupsImportRecoveryKey({ importRecoveryKeyRequest }: {	CODE
LOW	packages/sdk/src/fetch-client.ts	6342	export function futoBackupsCreateRepository({ backend, repositoryCreateRequestDto }: {	CODE
LOW	packages/sdk/src/fetch-client.ts	6360	export function futoBackupsInspectRepositories({ backend }: {	CODE
LOW	packages/sdk/src/fetch-client.ts	6375	export function futoBackupsDeleteRepository({ id }: {	CODE
LOW	packages/sdk/src/fetch-client.ts	6386	export function futoBackupsUpdateRepository({ backend, id, repositoryUpdateRequestDto }: {	CODE
LOW	packages/sdk/src/fetch-client.ts	6419	export function futoBackupsReconfigureRepositoryPrimaryBackend({ id, repositoryPrimaryBackendReconfigureRequestDto }: {	CODE
LOW	packages/sdk/src/fetch-client.ts	6435	export function futoBackupsCheckImportRepository({ backend, id }: {	CODE
LOW	packages/sdk/src/fetch-client.ts	6451	export function futoBackupsImportRepository({ backend, id }: {	CODE
156 more matches not shown…

Over-Commented Block57 hits · 57 pts

Severity	File	Line	Snippet	Context
LOW	docker/docker-compose.rootless.yml	1	#	COMMENT
LOW	docker/docker-compose.dev.yml	1	#	COMMENT
LOW	docker/docker-compose.dev.yml	181	# ports:	COMMENT
LOW	docker/docker-compose.yml	1	#	COMMENT
LOW	docker/docker-compose.prod.yml	1	#	COMMENT
LOW	native/crates/native_core_ffi/src/decode.rs	21	#[derive(Default)]	COMMENT
LOW	web/lint-env.js	1	// Must be imported before eslint-plugin-svelte / svelte-eslint-parser.	COMMENT
LOW	web/src/lib/utils/container-utils.ts	1	// Coordinate spaces used throughout the viewer:	COMMENT
LOW	web/src/lib/components/AdaptiveImage.svelte	1	<script module lang="ts">	COMMENT
LOW	web/src/routes/admin/backups/+page.svelte	21	// {	COMMENT
LOW	server/src/services/workflow-execution.service.ts	361	await assetService.update(auth, assetId, {	COMMENT
LOW	server/src/services/hls.service.spec.ts	41	`;	COMMENT
LOW	server/src/services/hls.service.spec.ts	61	seg_5.m4s	COMMENT
LOW	server/src/services/hls.service.spec.ts	141	#EXT-X-INDEPENDENT-SEGMENTS	COMMENT
LOW	server/src/services/album.service.spec.ts	1461	});	COMMENT
LOW	server/src/services/album.service.spec.ts	1481	// // });	COMMENT
LOW	mobile/analysis_options.yaml	1	# This file configures the analyzer, which statically analyzes Dart code to	COMMENT
LOW	mobile/flutter_native_splash.yaml	1	flutter_native_splash:	COMMENT
LOW	mobile/flutter_native_splash.yaml	21	image: assets/immich-splash.png	COMMENT
LOW	mobile/flutter_native_splash.yaml	41		COMMENT
LOW	mobile/flutter_native_splash.yaml	61	# The branding property allows you to specify an image used as branding in the splash screen.	COMMENT
LOW	mobile/flutter_native_splash.yaml	81	#color_ios: "#42a5f5"	COMMENT
LOW	mobile/flutter_native_splash.yaml	101		COMMENT
LOW	mobile/flutter_native_splash.yaml	121	# Valid parameters can be found here:	COMMENT
LOW	mobile/ios/scripts/xcode_flutter_build.sh	1	#!/usr/bin/env bash	COMMENT
LOW	…ile/packages/ui/lib/src/components/formatted_text.dart	21	/// or override styles per tag.	COMMENT
LOW	mobile/lib/utils/upload_speed_calculator.dart	1	/// A class to calculate upload speed based on progress updates.	COMMENT
LOW	mobile/lib/utils/camera.utils.dart	1	final _whitespace = RegExp(r'\s+');	COMMENT
LOW	mobile/lib/utils/url_helper.dart	61	///	COMMENT
LOW	…widgets/images/cache_aware_listener_tracker.mixin.dart	1	import 'package:flutter/painting.dart';	COMMENT
LOW	…widgets/images/cache_aware_listener_tracker.mixin.dart	21	/// ### Solution: First-Listener Heuristic	COMMENT
LOW	mobile/lib/widgets/common/feature_check.dart	1	import 'package:flutter/material.dart';	COMMENT
LOW	mobile/lib/widgets/photo_view/photo_view_gallery.dart	21		COMMENT
LOW	mobile/lib/widgets/photo_view/photo_view_gallery.dart	41	/// ),	COMMENT
LOW	mobile/lib/widgets/photo_view/photo_view_gallery.dart	61	/// : _progress.cumulativeBytesLoaded /	COMMENT
LOW	mobile/lib/widgets/photo_view/photo_view_gallery.dart	81	/// maxScale: PhotoViewComputedScale.covered * 1.1,	COMMENT
LOW	mobile/lib/widgets/photo_view/photo_view.dart	21	///	COMMENT
LOW	mobile/lib/widgets/photo_view/photo_view.dart	41	/// customSize: MediaQuery.of(context).size,	COMMENT
LOW	mobile/lib/widgets/photo_view/photo_view.dart	61	/// child: Container(	COMMENT
LOW	mobile/lib/widgets/photo_view/photo_view.dart	81	/// initialScale: PhotoViewComputedScale.contained,	COMMENT
LOW	mobile/lib/widgets/photo_view/photo_view.dart	101	///	COMMENT
LOW	mobile/lib/widgets/photo_view/photo_view.dart	121	/// // screen2	COMMENT
LOW	mobile/lib/widgets/photo_view/photo_view.dart	141	/// Example of [controller] usage, only listening for state changes:	COMMENT
LOW	mobile/lib/widgets/photo_view/photo_view.dart	161	///	COMMENT
LOW	mobile/lib/widgets/photo_view/photo_view.dart	181	/// }	COMMENT
LOW	mobile/lib/widgets/photo_view/photo_view.dart	201	/// }	COMMENT
LOW	mobile/lib/widgets/photo_view/photo_view.dart	221	/// ],	COMMENT
LOW	…s/photo_view/src/core/photo_view_gesture_detector.dart	221	// setting `touchSlopFactor` in [0, 1] will allow this recognizer to accept the gesture before the one from `PageV	COMMENT
LOW	…s/photo_view/src/controller/photo_view_controller.dart	1	import 'dart:async';	COMMENT
LOW	…w/src/controller/photo_view_scalestate_controller.dart	1	import 'dart:async';	COMMENT
LOW	packages/plugin-sdk/src/types.ts	141	// id: string;	COMMENT
LOW	.github/workflows/codeql-analysis.yml	1	# For most projects, this workflow file will not need changing; you simply need	COMMENT
LOW	.github/workflows/codeql-analysis.yml	61	uses: github/codeql-action/init@9b3254085494b55a0f7c4c2b3d2d52cc712ce370 # v4.39.1	COMMENT
LOW	.github/workflows/test.yml	1041	# steps:	COMMENT
LOW	.github/workflows/test.yml	1061	# ./mobile/android/.gradle/	COMMENT
LOW	.github/workflows/test.yml	1081	# arch: x86_64	COMMENT
LOW	.github/workflows/test.yml	1101	# api-level: 29	COMMENT

Structural Annotation Overuse23 hits · 40 pts

Severity	File	Line	Snippet	Context
LOW	docs/docs/developer/devcontainers.md	63	### Step 1: Clone the Repository	COMMENT
LOW	docs/docs/developer/devcontainers.md	70	### Step 2: Configure Environment Variables	COMMENT
LOW	docs/docs/developer/devcontainers.md	89	### Step 3: Launch the Dev Container	COMMENT
LOW⚡	docs/docs/developer/devcontainers.md	366	# Step 1: Clone the Repository	COMMENT
LOW⚡	docs/docs/developer/devcontainers.md	370	# Step 2: Prepare DevPod (if you haven't already)	COMMENT
LOW⚡	docs/docs/developer/devcontainers.md	374	# Step 3: Build 'immich-server-dev' docker image first manually	COMMENT
LOW⚡	docs/docs/developer/devcontainers.md	377	# Step 4: Now you can start devcontainer	COMMENT
LOW	docs/docs/install/synology.md	15	## Step 1 - Download the required files	COMMENT
LOW	docs/docs/install/synology.md	28	## Step 2 - Populate the .env file with custom values	COMMENT
LOW	docs/docs/install/synology.md	32	## Step 3 - Create a new project in Container Manager	COMMENT
LOW	docs/docs/install/synology.md	53	## Step 4 - Configure Firewall Settings	COMMENT
LOW	docs/docs/install/config-file.md	13	### Step 1 - Create a new config file	COMMENT
LOW	docs/docs/install/config-file.md	260	### Step 2 - Specify the file location	COMMENT
LOW	docs/docs/install/qnap.md	15	## Step 1 - Qnap configuration checklist for running Immich	COMMENT
LOW⚡	docs/docs/install/qnap.md	45	## Step 2 - Start Container Station	COMMENT
LOW⚡	docs/docs/install/qnap.md	51	## Step 3 - Download docker compose files	COMMENT
LOW⚡	docs/docs/install/qnap.md	55	## Step 4 - Populate the docker compose file with .env and custom values	COMMENT
LOW	docs/docs/install/qnap.md	106	## Step 6 - Upload docker compose to Containers folder	COMMENT
LOW	docs/docs/install/qnap.md	112	## Step 7 - Create Application in Container Station	COMMENT
LOW	docs/docs/install/qnap.md	130	## Step 8 - Optional: Access existing photo files with External Libraries	COMMENT
LOW	mobile/lib/widgets/settings/free_up_space_settings.dart	413	// Step 1: Select Cutoff Date	COMMENT
LOW	mobile/lib/widgets/settings/free_up_space_settings.dart	507	// Step 2: Scan Assets	COMMENT
LOW	mobile/lib/widgets/settings/free_up_space_settings.dart	603	// Step 3: Delete Assets	COMMENT

Magic Placeholder Names3 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	docs/docs/features/command-line-interface.md	40	docker run -it -v "$(pwd)":/import:ro -e IMMICH_INSTANCE_URL=https://your-immich-instance/api -e IMMICH_API_KEY=your-api	CODE
HIGH	docs/docs/features/command-line-interface.md	48	docker run -it -v "$(pwd)":/import:ro -e IMMICH_INSTANCE_URL=https://your-immich-instance/api -e IMMICH_API_KEY=your-api	CODE
HIGH	docs/docs/guides/python-file-upload.md	10	API_KEY = 'YOUR_API_KEY' # replace with a valid api key	CODE

Cross-Language Confusion (JS/TS)2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	server/src/repositories/oauth.repository.ts	235	return None();	CODE
HIGH	server/src/repositories/oauth.repository.ts	248	return None();	CODE

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	server/src/repositories/storage.repository.spec.ts	25	const handler = mocks.watcher.on.mock.calls.find(([name]) => name === event)?.[1];	CODE

Fake / Example Data8 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	server/src/services/notification-admin.service.ts	70	displayName: 'John Doe',	CODE
LOW	server/src/services/notification-admin.service.ts	87	recipientName: 'Jane Doe',	CODE
LOW⚡	server/src/services/notification-admin.service.ts	102	albumName: "John Doe's Favorites",	CODE
LOW⚡	server/src/services/notification-admin.service.ts	103	senderName: 'John Doe',	CODE
LOW⚡	server/src/services/notification-admin.service.ts	104	recipientName: 'Jane Doe',	CODE
LOW	mobile/test/providers/app_life_cycle_provider_test.dart	47	userEmail: 'user@example.com',	CODE
LOW	…ders/view_intent/view_intent_handler_android_test.dart	220	userEmail: 'user@example.com',	CODE
LOW	…t/domain/repositories/sync_stream_repository_test.dart	19	email: 'test@test.com',	CODE

Verbosity Indicators5 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	server/src/services/storage-template.service.ts	363	In case of migrating duplicate filename to a new path, we need to check if it is already migrated	CODE
LOW	server/src/services/library.service.ts	258	// We need to check if the library still exists as it could have been deleted after the scan was queued	COMMENT
LOW	mobile/lib/widgets/settings/free_up_space_settings.dart	413	// Step 1: Select Cutoff Date	COMMENT
LOW	mobile/lib/widgets/settings/free_up_space_settings.dart	507	// Step 2: Scan Assets	COMMENT
LOW	mobile/lib/widgets/settings/free_up_space_settings.dart	603	// Step 3: Delete Assets	COMMENT

Unused Imports7 hits · 7 pts

Severity	File	Line	Context
LOW	machine-learning/immich_ml/models/base.py	1	CODE
LOW	machine-learning/immich_ml/sessions/policy.py	1	CODE
LOW	machine-learning/immich_ml/sessions/ort.py	1	CODE
LOW	machine-learning/immich_ml/sessions/ann/__init__.py	1	CODE
LOW	machine-learning/immich_ml/sessions/ann/loader.py	1	CODE
LOW	machine-learning/immich_ml/sessions/rknn/__init__.py	1	CODE
LOW	machine-learning/immich_ml/sessions/rknn/__init__.py	15	CODE

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	deployment/modules/cloudflare/docs/.terraform.lock.hcl	1	# This file is maintained automatically by "tofu init".	COMMENT
MEDIUM	…nt/modules/cloudflare/docs-release/.terraform.lock.hcl	1	# This file is maintained automatically by "tofu init".	COMMENT

Empty Error Handlers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	machine-learning/immich_ml/sessions/ort.py	35	except ImportError:	CODE

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	mobile/flutter_native_splash.yaml	28	# To position the branding image at the bottom of the screen you can use bottom, bottomRight,	COMMENT

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	…esentation/widgets/asset_viewer/asset_viewer.page.dart	145	// Changing the page at the end of a scroll should be more robust, and allow	COMMENT

Example Usage Blocks2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	mobile/lib/widgets/common/feature_check.dart	8	/// Example usage:	COMMENT
LOW	…s/photo_view/src/core/photo_view_gesture_detector.dart	237	/// Usage example:	COMMENT

Deep Nesting3 hits · 2 pts

Severity	File	Line	Context
LOW	machine-learning/test_main.py	1056	CODE
LOW	machine-learning/immich_ml/sessions/prepare.py	66	CODE
LOW	machine-learning/immich_ml/sessions/rknn/rknnpool.py	16	CODE

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	…b/infrastructure/repositories/timeline.repository.dart	378	// TODO: implement GroupAssetBy for place	COMMENT

Modern Structural Boilerplate1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	machine-learning/immich_ml/sessions/rknn/__init__.py	79	__all__ = ["RknnSession", "RknnNode", "is_available", "soc_name", "model_path"]	CODE

immich-app/immich

Open-Source Code Quality, Security and Technical Debt Review