0.3

Adjusted Signal

0.3

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

29.8K

Stars

Dart

Language

1.2M

Lines of Code

5.9K

Files

319

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 0.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 153 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.7/100 · LOW

Are imports declared and package/API names verified? 147 finding(s).

Agent Over-Engineering Ratio 0.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 69 finding(s).

PR Review Velocity Impact 1.6/100 · LOW

Which changes need focused human review? 319 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 6MEDIUM 4LOW 307

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 319 distinct pattern matches across 15 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.

Fake / Example Data126 hits · 132 pts

Severity	File	Line	Snippet	Context
LOW	web/packages/base/components/SingleInputForm.tsx	26	"label" \| "placeholder" \| "autoComplete" \| "autoFocus" \| "disabled"	CODE
LOW	web/apps/locker/tests/user-details.test.ts	28	savedLocalUser.mockReturnValue({ email: "cached@example.org" });	CODE
LOW	web/apps/locker/tests/user-details.test.ts	82	[{ email: "server@example.org" }, "server@example.org"],	CODE
LOW	web/apps/locker/tests/user-details.test.ts	84	[{}, "cached@example.org"],	CODE
LOW	rust/crates/legacy/tests/legacy.rs	382	email: Some("bad-beneficiary@example.org".into()),	CODE
LOW	rust/crates/legacy/tests/legacy.rs	435	Some("beneficiary@example.org"),	CODE
LOW	rust/crates/legacy/tests/legacy.rs	568	.open_from_shares(&immediate_kit.shares[0..2], Some("beneficiary@example.org"))	CODE
LOW	rust/crates/accounts/src/client.rs	643	.with_body(r#"{"email":"user@example.org"}"#)	CODE
LOW	rust/crates/accounts/src/client.rs	647	assert_eq!(client.email().await.unwrap(), "user@example.org");	CODE
LOW	rust/crates/accounts/src/client.rs	688	.send_otp("user@example.org", purpose, false)	CODE
LOW	rust/crates/accounts/src/client.rs	761	.verify_email("user@example.org", "123456", Some("testAccount"))	CODE
LOW	rust/crates/accounts/src/details.rs	123	"email": "alice@example.org", "usage": 3 * GB, "fileCount": 339,	CODE
LOW	rust/crates/accounts/src/details.rs	150	{"id": "a", "email": "admin@example.org", "status": "ACCEPTED", "usage": 50 * GB, "isAdmin": true},	CODE
LOW	rust/crates/accounts/src/details.rs	152	{"id": "c", "email": "new@example.org", "status": "INVITED"}	CODE
LOW	rust/crates/accounts/src/details.rs	185	{"id": "a", "email": "admin@example.org", "status": "ACCEPTED", "usage": 50 * GB, "isAdmin": true},	CODE
LOW	rust/crates/accounts/src/details.rs	186	{"id": "b", "email": "other@example.org", "status": "ACCEPTED", "usage": 3 * GB, "storageLimit": GB}	CODE
LOW	rust/crates/accounts/src/details.rs	205	serde_json::to_string(&json!({"email": "alice@example.org", "usage": 1,	CODE
LOW	rust/crates/accounts/src/signup/tests.rs	14	"new@example.org".into(),	CODE
LOW	rust/crates/accounts/src/signup/tests.rs	182	let email = "fresh-user@example.org";	CODE
LOW	rust/crates/accounts/src/lifecycle/tests.rs	305	"user@example.org".into(),	CODE
LOW	rust/crates/accounts/src/lifecycle/tests.rs	325	email: "user@example.org".into(),	CODE
LOW	rust/crates/accounts/src/login/tests.rs	18	"user@example.org".into(),	CODE
LOW	rust/crates/accounts/src/login/tests.rs	42	let (flow, step) = LoginFlow::start(&client, "user@example.org".into())	CODE
LOW	rust/crates/accounts/src/login/tests.rs	60	let (_, step) = LoginFlow::start(&make_client(server.url()), "user@example.org".into())	CODE
LOW	rust/crates/accounts/src/login/tests.rs	281	let (mut flow, step) = LoginFlow::start(&client, "user@example.org".into())	CODE
LOW	rust/crates/test-support/src/lib.rs	16	pub const HARDCODED_OTT_EMAIL_SUFFIX: &str = "@example.org";	CODE
LOW	rust/apps/cli/tests/cli/export.rs	497	let email = format!("export-staging-{}@example.org", Uuid::new_v4());	CODE
LOW	rust/apps/cli/tests/cli/export.rs	585	let email = format!("export-albums-{}@example.org", Uuid::new_v4());	CODE
LOW	rust/apps/cli/tests/cli/export.rs	636	let email = format!("live-publication-{}@example.org", Uuid::new_v4());	CODE
LOW	rust/apps/cli/tests/cli/export.rs	688	let email = format!("live-adoption-{}@example.org", Uuid::new_v4());	CODE
LOW	rust/apps/cli/tests/cli/export.rs	855	let email = format!("live-export-{}@example.org", Uuid::new_v4());	CODE
LOW	rust/apps/cli/tests/cli/export.rs	1159	let email = format!("invalid-live-{}@example.org", Uuid::new_v4());	CODE
LOW	rust/apps/cli/tests/cli/export.rs	1342	let email = format!("export-names-{}@example.org", Uuid::new_v4());	CODE
LOW	rust/apps/cli/tests/cli/export.rs	1456	let email = format!("live-names-{}@example.org", Uuid::new_v4());	CODE
LOW	rust/apps/cli/tests/cli/export.rs	1587	let email = format!("skewed-export-{}@example.org", Uuid::new_v4());	CODE
LOW	rust/apps/cli/tests/cli/export.rs	1750	let email = format!("export-{}@example.org", Uuid::new_v4());	CODE
LOW	rust/apps/cli/tests/cli/admin_museum.rs	18	let admin_email = format!("admin-{}@example.org", Uuid::new_v4());	CODE
LOW	rust/apps/cli/tests/cli/admin_museum.rs	19	let email = format!("managed-{}@example.org", Uuid::new_v4());	CODE
LOW	rust/apps/cli/tests/cli/admin_museum.rs	166	let missing = create_account(origin, &format!("missing-{}@example.org", Uuid::new_v4())).await;	CODE
LOW	rust/apps/cli/tests/cli/admin_museum.rs	255	let admin_email = format!("admin-{}@example.org", Uuid::new_v4());	CODE
LOW	rust/apps/cli/tests/cli/admin_museum.rs	256	let email = format!("interactive-{}@example.org", Uuid::new_v4());	CODE
LOW	rust/apps/cli/tests/cli/admin_museum.rs	317	let admin_email = format!("admin-{}@example.org", Uuid::new_v4());	CODE
LOW	rust/apps/cli/tests/cli/admin_museum.rs	318	let email = format!("security-{}@example.org", Uuid::new_v4());	CODE
LOW	rust/apps/cli/tests/cli/admin_museum.rs	420	"override@example.org"	CODE
LOW	rust/apps/cli/tests/cli/admin_museum.rs	432	let email = format!("admin-{}@example.org", Uuid::new_v4());	CODE
LOW⚡	rust/apps/cli/tests/cli/admin_museum.rs	447	"delivery@example.org",	CODE
LOW⚡	rust/apps/cli/tests/cli/admin_museum.rs	449	"sender@example.org",	CODE
LOW⚡	rust/apps/cli/tests/cli/admin_museum.rs	457	json!({"to": "delivery@example.org", "accepted": true})	CODE
LOW⚡	rust/apps/cli/tests/cli/admin_museum.rs	461	"override@example.org"	CODE
LOW⚡	rust/apps/cli/tests/cli/admin_museum.rs	463	"sender@example.org"	CODE
LOW⚡	rust/apps/cli/tests/cli/account.rs	64	br#"{"email":"input@example.org","password":" secret "}"#	CODE
LOW⚡	rust/apps/cli/tests/cli/account.rs	71	br#"{"email":"new@example.org","password":" secret "}"#.as_slice(),	CODE
LOW⚡	rust/apps/cli/tests/cli/account.rs	76	br#"{"email":"new@example.org","password":" secret ","otp":"123456"}"#.as_slice(),	CODE
LOW⚡	rust/apps/cli/tests/cli/account.rs	81	br#"{"email":"new@example.org","otp":"123456"}"#.as_slice(),	CODE
LOW⚡	rust/apps/cli/tests/cli/account.rs	205	br#"{"email":"new@example.org","password":" secret \ud83d\ude42 "}"#,	CODE
LOW⚡	rust/apps/cli/tests/cli/account.rs	213	.with_body(r#"{"email":"new@example.org"}"#)	CODE
LOW⚡	rust/apps/cli/tests/cli/account.rs	220	br#"{"email":"new@example.org","password":" secret \ud83d\ude42 "}"#,	CODE
LOW⚡	rust/apps/cli/tests/cli/account.rs	726	{"id": "a", "email": "admin@example.org", "status": "ACCEPTED", "usage": 50 * GB, "isAdmin": true},	CODE
LOW⚡	rust/apps/cli/tests/cli/account.rs	727	{"id": "b", "email": "fixture@example.org", "status": "ACCEPTED", "usage": 3 * GB, "storageLimit": 5 * GB},	CODE
LOW⚡	rust/apps/cli/tests/cli/account.rs	728	{"id": "c", "email": "new@example.org", "status": "INVITED"}	CODE
66 more matches not shown…

Structural Annotation Overuse48 hits · 75 pts

Severity	File	Line	Snippet	Context
LOW	docs/docs/self-hosting/installation/compose.md	14	## Step 1: Clone the repository	COMMENT
LOW	docs/docs/self-hosting/installation/compose.md	25	## Step 2: Populate the configuration file and environment variables	COMMENT
LOW	docs/docs/self-hosting/installation/compose.md	57	## Step 3: Start the cluster	COMMENT
LOW	docs/docs/self-hosting/installation/manual.md	76	## Step 1: Clone the repository	COMMENT
LOW	docs/docs/self-hosting/installation/manual.md	84	## Step 2: Configure PostgreSQL database	COMMENT
LOW	docs/docs/self-hosting/installation/manual.md	122	## Step 3: Configure Museum (Ente's server)	COMMENT
LOW	docs/docs/self-hosting/installation/manual.md	168	## Step 4: Configure Web Application	COMMENT
LOW	…s/docs/self-hosting/installation/post-install/index.md	10	## Step 1: Creating first user	COMMENT
LOW	…s/docs/self-hosting/installation/post-install/index.md	43	## Step 2: Whitelist admins	COMMENT
LOW	…s/docs/self-hosting/installation/post-install/index.md	94	## Step 3: Configure application endpoints	COMMENT
LOW	…s/docs/self-hosting/installation/post-install/index.md	115	## Step 4: Make it publicly accessible	COMMENT
LOW	…s/docs/self-hosting/installation/post-install/index.md	150	## Step 5: Download mobile and desktop app	COMMENT
LOW	…s/docs/self-hosting/installation/post-install/index.md	156	## Step 6: Configure apps to use your server	COMMENT
LOW	…s/docs/self-hosting/installation/post-install/index.md	182	## Step 7: Configure Ente CLI	COMMENT
LOW	docs/docs/self-hosting/guides/photos-k8s-helm.md	60	## Step 1: Add the Helm repository	COMMENT
LOW	docs/docs/self-hosting/guides/photos-k8s-helm.md	75	## Step 2: Create a values file	COMMENT
LOW	docs/docs/self-hosting/guides/photos-k8s-helm.md	145	## Step 3: Configure ingress (optional)	COMMENT
LOW	docs/docs/self-hosting/guides/photos-k8s-helm.md	235	## Step 4: Configure email (optional)	COMMENT
LOW	docs/docs/self-hosting/guides/photos-k8s-helm.md	250	## Step 5: Install the chart	COMMENT
LOW	docs/docs/self-hosting/guides/photos-k8s-helm.md	270	## Step 6: Verify the installation	COMMENT
LOW	docs/docs/self-hosting/guides/photos-k8s-helm.md	284	## Step 7: Create your first user	COMMENT
LOW	docs/docs/self-hosting/administration/cli.md	18	## Step 1: Configure endpoint	COMMENT
LOW	docs/docs/self-hosting/administration/cli.md	32	## Step 2: Whitelist admins	COMMENT
LOW	docs/docs/self-hosting/administration/cli.md	36	## Step 3: Add an account	COMMENT
LOW	docs/docs/self-hosting/administration/cli.md	56	## Step 4: Increase storage and account validity	COMMENT
LOW	docs/docs/self-hosting/administration/reverse-proxy.md	31	## Step 1: Configure A or AAAA records	COMMENT
LOW	docs/docs/self-hosting/administration/reverse-proxy.md	41	## Step 2: Configure reverse proxy	COMMENT
LOW	docs/docs/self-hosting/administration/reverse-proxy.md	101	## Step 3: Reload reverse proxy	COMMENT
LOW	docs/docs/self-hosting/administration/reverse-proxy.md	109	## Step 4: Verify the setup	COMMENT
LOW	…s/docs/auth/migration/microsoft-authenticator/index.md	22	### Step 1: Install Ente Auth	COMMENT
LOW	…s/docs/auth/migration/microsoft-authenticator/index.md	28	### Step 2: Open the account's security settings	COMMENT
LOW⚡	…s/docs/auth/migration/microsoft-authenticator/index.md	41	### Step 3: Replace the authenticator app	COMMENT
LOW⚡	…s/docs/auth/migration/microsoft-authenticator/index.md	49	### Step 4: Add the account to Ente Auth	COMMENT
LOW⚡	…s/docs/auth/migration/microsoft-authenticator/index.md	57	### Step 5: Verify the code	COMMENT
LOW⚡	…s/docs/auth/migration/microsoft-authenticator/index.md	63	### Step 6: Repeat for all accounts	COMMENT
LOW	docs/docs/locker/getting-started/family-setup.md	19	## Step 1: Set up accounts for family members	COMMENT
LOW	docs/docs/locker/getting-started/family-setup.md	57	## Step 2: Plan your collection structure	COMMENT
LOW	docs/docs/locker/getting-started/family-setup.md	76	## Step 3: Digitize and upload important documents	COMMENT
LOW	docs/docs/locker/getting-started/family-setup.md	127	## Step 4: Share collections with family members	COMMENT
LOW	docs/docs/locker/getting-started/family-setup.md	158	## Step 5: Set up Legacy for account recovery	COMMENT
LOW	docs/docs/locker/getting-started/family-setup.md	202	## Step 6: Create an emergency information sheet	COMMENT
LOW	…ocs/photos/features/sharing-and-collaboration/embed.md	44	#### Step 1 - Create a public link	COMMENT
LOW	…ocs/photos/features/sharing-and-collaboration/embed.md	53	#### Step 2 - Add iframe to your website	COMMENT
LOW	…ures/sharing-and-collaboration/custom-domains/index.md	41	### Step 1 - Link your domain	COMMENT
LOW	…ures/sharing-and-collaboration/custom-domains/index.md	47	### Step 2 - Add DNS entry	COMMENT
LOW	docs/docs/photos/migration/from-amazon-photos.md	16	### Step 1: Download from Amazon Photos	COMMENT
LOW	docs/docs/photos/migration/from-amazon-photos.md	30	### Step 2: Organize your downloads (Optional)	COMMENT
LOW	docs/docs/photos/migration/from-amazon-photos.md	40	### Step 3: Upload to Ente	COMMENT

Hyper-Verbose Identifiers50 hits · 49 pts

Severity	File	Line	Snippet	Context
LOW	infra/ml/test/tools/parity_shell_helpers.py	127	def ios_physical_available_ids() -> set[str]:	CODE
LOW⚡	infra/ml/test/tools/parity_shell_helpers.py	309	def cmd_is_ios_simulator_udid(args: list[str]) -> None:	CODE
LOW⚡	infra/ml/test/tools/parity_shell_helpers.py	329	def cmd_list_android_emulators(args: list[str]) -> None:	CODE
LOW	infra/ml/test/tools/parity_shell_helpers.py	407	def _summarize_metric_failures(metric: str, failures: list[dict[str, object]]) -> str:	CODE
LOW	infra/ml/test/tools/_report_common.py	60	def format_generated_timestamp(value: object) -> str:	CODE
LOW	infra/ml/test/tools/generate_ml_indexing_golden.py	98	def _dump_deterministic_results(results) -> str:	CODE
LOW	infra/ml/test/ground_truth/_runtime.py	212	def _parse_primary_item_ipma_associations(	CODE
LOW	infra/ml/test/ground_truth/_runtime.py	269	def _heif_primary_item_has_orientation_transform(source_path: Path) -> bool:	CODE
LOW	infra/ml/test/ground_truth/_runtime.py	332	def _correct_image_orientation(image: Image.Image, *, source_path: Path \| None = None) -> Image.Image:	CODE
LOW	infra/ml/test/ground_truth/face_detection.py	38	def preprocess_image_yolo_face(	CODE
LOW	infra/ml/test/ground_truth/face_detection.py	91	def _correct_for_aspect_ratio(	CODE
LOW	infra/ml/test/ground_truth/face_alignment.py	38	def _estimate_similarity_transform(src_landmarks: np.ndarray) -> np.ndarray:	CODE
LOW	infra/ml/test/ground_truth/face_alignment.py	48	def align_faces_for_mobilefacenet(	CODE
LOW	infra/ml/test/ground_truth/schema.py	46	def _validate_normalized_vector(	CODE
LOW	infra/ml/test/ground_truth/schema.py	63	def _validate_normalized_point(point: Sequence[Any], *, field_name: str) -> tuple[float, float]:	CODE
LOW	…fra/ml/playground/optimizations/optimize_ocr_models.py	58	def canonicalize_scalar_affines(model):	CODE
LOW	…fra/ml/playground/optimizations/optimize_ocr_models.py	160	def fuse_recognizer_layer_norms(model):	CODE
LOW	…fra/ml/playground/optimizations/optimize_ocr_models.py	229	def compact_recognizer_output(model):	CODE
LOW	…fra/ml/playground/optimizations/optimize_ocr_models.py	358	def rewrite_classifier_hardswish(model):	CODE
LOW	infra/ml/playground/optimizations/optimize_models.py	208	def rewrite_prelu_decompositions(model: onnx.ModelProto) -> int:	CODE
LOW	infra/ml/playground/optimizations/optimize_models.py	334	def make_implicit_conv_padding_explicit(model: onnx.ModelProto) -> int:	CODE
LOW	infra/ml/playground/optimizations/optimize_models.py	347	def remove_redundant_output_normalization(model: onnx.ModelProto) -> int:	CODE
LOW	…nents/upload-progress/StopUploadConfirmationDialog.tsx	28	export function StopUploadConfirmationDialog({	CODE
LOW	web/packages/accounts/components/SignUpContents.tsx	157	function handleAcceptedTermsChange(acceptedTerms: boolean) {	CODE
LOW	web/packages/accounts/components/auth/TextField.tsx	93	function handlePasswordToggleMouseDown(	CODE
LOW	web/apps/photobook/src/context/BookContext.tsx	112	function buildEnteOriginalDownloadJob(	CODE
LOW	web/apps/photobook/src/lib/layouts.ts	774	export function defaultVariantKeyForCount(count: number): string {	CODE
LOW	web/apps/photobook/src/lib/images.ts	25	export async function normalizeImportedImageBlob(	CODE
LOW	…ker/src/components/sidebar/LockerRecoveryKeyDrawer.tsx	48	function LockerRecoveryKeyPresentation({	CODE
LOW	…ocker/src/components/create-item/FileUploadSection.tsx	695	function areUploadItemCardPropsEqual(	CODE
LOW	web/apps/photos/src/utils/file-actions.ts	185	function insertSendLinkBeforeDownload(actions: FileContextAction[]): void {	CODE
LOW	web/apps/photos/src/utils/file-actions.ts	204	function insertAddPersonBeforeModifications(	CODE
LOW	…photos/src/components/auth/PasskeyVerificationForm.tsx	19	export function PasskeyVerificationPresentation(	CODE
LOW	…ps/photos/src/components/gallery/GalleryEmptyState.tsx	235	function GalleryEmptyStateSkeleton(): React.JSX.Element {	CODE
LOW	web/apps/photos/src/services/upload-manager.ts	288	function convertInProgressUploadsToList(inProgressUploads: InProgressUploads) {	CODE
LOW	…ums/src/public-album/upload/services/upload-manager.ts	200	function convertInProgressUploadsToList(inProgressUploads: InProgressUploads) {	CODE
LOW	web/apps/memories/src/components/LaneMemoryViewer.tsx	1056	function LaneDesktopBackgroundGridOverlay() {	CODE
LOW	web/apps/memories/src/components/LaneMemoryViewer.tsx	1105	function LaneMobileBackgroundGridOverlay() {	CODE
LOW	…apps/memories/src/components/PublicMemoryPageShell.tsx	23	export function PublicMemoryLoadingContent() {	CODE
LOW	web/apps/memories/src/pages/index.tsx	15	function ViewerChunkLoadingFallback() {	CODE
LOW⚡	android/checks/gradle-order/test.py	16	def test_includes_across_calls_and_multiline_arguments(self):	CODE
LOW⚡	android/checks/gradle-order/test.py	23	def test_comments_strings_and_repositories_are_not_declarations(self):	CODE
LOW⚡	android/checks/gradle-order/test.py	31	def test_character_literals_do_not_change_declaration_nesting(self):	STRING
LOW⚡	android/checks/gradle-order/test.py	39	def test_each_dependency_configuration_is_sorted_independently(self):	STRING
LOW	android/checks/gradle-order/test.py	57	def test_strings_preserve_following_declarations(self):	STRING
LOW⚡	android/checks/gradle-order/test.py	71	def test_named_dependency_coordinates_mix_with_string_notation(self):	STRING
LOW⚡	android/checks/gradle-order/test.py	81	def test_build_script_file_filters_are_not_project_includes(self):	STRING
LOW⚡	android/checks/gradle-order/test.py	87	def test_projects_platforms_catalogs_and_add(self):	STRING
LOW	android/checks/gradle-order/test.py	104	def test_dependency_customization_is_not_another_declaration(self):	STRING
LOW	android/checks/gradle-order/test.py	115	def test_cli_excludes_build_directories(self):	STRING

Over-Commented Block33 hits · 33 pts

Severity	File	Line	Snippet	Context
LOW	server/configurations/local.yaml	1	# Museum loads configuration in this order:	COMMENT
LOW	server/configurations/local.yaml	21	# Defaults to credentials.yaml in the current working directory.	COMMENT
LOW	server/configurations/local.yaml	41	#	COMMENT
LOW	server/configurations/local.yaml	61	# If you're running a self hosted instance and wish to serve public links for photos,	COMMENT
LOW	server/configurations/local.yaml	81	# Set this to the URL where your accounts web app is running. It is used	COMMENT
LOW	server/configurations/local.yaml	121	host: localhost	COMMENT
LOW	server/configurations/local.yaml	141	# "b2-eu-cen").	COMMENT
LOW	server/configurations/local.yaml	201	# 3. Directly download the file during replication instead of going via the	COMMENT
LOW	server/configurations/local.yaml	221	# The application does not handle these cases. By default, we will use the derived-storage or hot storage bucket	COMMENT
LOW	server/configurations/local.yaml	241	# new keys. You can use `go run tools/gen-random-keys/main.go` for that.	COMMENT
LOW	server/configurations/local.yaml	301	# Our "Relying Party" ID. This scopes the generated credentials.	COMMENT
LOW	server/configurations/local.yaml	341	#	COMMENT
LOW	server/configurations/local.yaml	361	# local-domain-suffix: "@example.org"	COMMENT
LOW	server/configurations/local.yaml	381	enabled: false	COMMENT
LOW	…/apps/auth/linux/flutter/generated_plugin_registrant.h	1	//	COMMENT
LOW	mobile/apps/auth/lib/models/protos/googleauth.pb.dart	1	//	COMMENT
LOW	…e/apps/auth/lib/models/protos/googleauth.pbserver.dart	1	//	COMMENT
LOW	mobile/apps/auth/windows/runner/resource.h	1	//{{NO_DEPENDENCIES}}	COMMENT
LOW	…pps/auth/windows/flutter/generated_plugin_registrant.h	1	//	COMMENT
LOW	mobile/apps/photos/pubspec.yaml	221	# ------------------------------	COMMENT
LOW	mobile/apps/photos/pubspec.yaml	241	# adaptive_icon_background: "#08C225"	COMMENT
LOW	mobile/apps/photos/ios/RiveSimulatorArchInfo.c	1	#include <TargetConditionals.h>	COMMENT
LOW	mobile/apps/photos/ios/Runner/Runner-Bridging-Header.h	1	#import "GeneratedPluginRegistrant.h"	COMMENT
LOW	…/apps/photos/lib/models/location/location.freezed.dart	1	// GENERATED CODE - DO NOT MODIFY BY HAND	COMMENT
LOW	…/apps/photos/lib/models/location/location.freezed.dart	81	/// A variant of `map` that fallback to returning `orElse`.	COMMENT
LOW	…/apps/photos/lib/models/location/location.freezed.dart	101	}	COMMENT
LOW	…/apps/photos/lib/models/location/location.freezed.dart	121		COMMENT
LOW	…/apps/photos/lib/models/location/location.freezed.dart	141	return null;	COMMENT
LOW	…/apps/photos/lib/models/location/location.freezed.dart	161	return orElse();	COMMENT
LOW	…/apps/photos/lib/models/location/location.freezed.dart	181	return $default(_that.latitude,_that.longitude);case _:	COMMENT
LOW	…otos/lib/models/location_tag/location_tag.freezed.dart	1	// GENERATED CODE - DO NOT MODIFY BY HAND	COMMENT
LOW	…otos/lib/models/location_tag/location_tag.freezed.dart	161	/// switch (sealedClass) {	COMMENT
LOW	…otos/lib/models/location_tag/location_tag.freezed.dart	181	/// ```dart	COMMENT

Empty Error Handlers5 hits · 25 pts

Severity	File	Line	Snippet	Context
HIGH	infra/ml/test/ground_truth/_runtime.py	22	except Exception:	CODE
HIGH	rust/apps/cli/tests/cli/admin_prompt.py	68	except ProcessLookupError:	CODE
HIGH	rust/apps/cli/tests/cli/admin_prompt.py	25	except OSError:	CODE
HIGH	rust/apps/cli/tests/cli/account_prompt.py	58	except ProcessLookupError:	CODE
HIGH	rust/apps/cli/tests/cli/account_prompt.py	50	except OSError:	CODE

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	…pp/src/main/kotlin/io/ente/photos/WallpaperActivity.kt	6	class WallpaperActivity : io.ente.photos.platform.flutter.WallpaperActivity() {	CODE
CRITICAL	…d/apps/ensu/app/src/main/java/io/ente/ensu/HomeView.kt	126	androidx.activity.result.contract.ActivityResultContracts.CreateDocument(	CODE

Unused Imports19 hits · 19 pts

Severity	File	Line	Context
LOW	infra/ml/test/comparator/compare.py	1	CODE
LOW	infra/ml/test/tools/parity_shell_helpers.py	3	CODE
LOW	infra/ml/test/tools/_report_common.py	2	CODE
LOW	infra/ml/test/tools/_paths.py	1	CODE
LOW	infra/ml/test/tools/compare_parity_outputs.py	2	CODE
LOW	infra/ml/test/tools/compare_parity_outputs.py	10	CODE
LOW	infra/ml/test/tools/visualize_ground_truth_decodes.py	2	CODE
LOW	infra/ml/test/tools/render_face_detection_overlays.py	2	CODE
LOW	infra/ml/test/tools/generate_goldens.py	2	CODE
LOW	infra/ml/test/tools/generate_ml_indexing_golden.py	2	CODE
LOW	infra/ml/test/tools/render_parity_html_report.py	2	CODE
LOW	infra/ml/test/ground_truth/_runtime.py	1	CODE
LOW	infra/ml/test/ground_truth/face_detection.py	1	CODE
LOW	infra/ml/test/ground_truth/pipeline.py	1	CODE
LOW	infra/ml/test/ground_truth/face_alignment.py	1	CODE
LOW	infra/ml/test/ground_truth/face_embedding.py	1	CODE
LOW	infra/ml/test/ground_truth/clip.py	1	CODE
LOW	infra/ml/test/ground_truth/schema.py	1	CODE
LOW	infra/ml/playground/optimizations/optimize_models.py	2	CODE

Deep Nesting14 hits · 14 pts

Severity	File	Line	Context
LOW	infra/ml/test/comparator/compare.py	413	CODE
LOW	infra/ml/test/tools/parity_shell_helpers.py	63	CODE
LOW	infra/ml/test/tools/parity_shell_helpers.py	279	CODE
LOW	infra/ml/test/tools/parity_shell_helpers.py	489	CODE
LOW	infra/ml/test/tools/render_parity_html_report.py	23	CODE
LOW	infra/ml/test/ground_truth/_runtime.py	59	CODE
LOW	infra/ml/test/ground_truth/_runtime.py	212	CODE
LOW	…fra/ml/playground/optimizations/optimize_ocr_models.py	27	CODE
LOW	…fra/ml/playground/optimizations/optimize_ocr_models.py	358	CODE
LOW	…fra/ml/playground/optimizations/optimize_ocr_models.py	713	CODE
LOW	rust/apps/cli/tests/cli/account_prompt.py	18	CODE
LOW	android/checks/gradle-order/check.py	25	CODE
LOW	android/checks/gradle-order/check.py	45	CODE
LOW	android/checks/gradle-order/check.py	120	CODE

Excessive Try-Catch Wrapping11 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	infra/ml/test/tools/parity_shell_helpers.py	70	except Exception:	CODE
LOW	infra/ml/test/tools/parity_shell_helpers.py	234	except Exception:	CODE
LOW	infra/ml/test/tools/parity_shell_helpers.py	292	except Exception:	CODE
LOW⚡	infra/ml/test/tools/parity_shell_helpers.py	319	except Exception:	CODE
LOW⚡	infra/ml/test/tools/parity_shell_helpers.py	339	except Exception:	CODE
LOW	infra/ml/test/tools/parity_shell_helpers.py	362	except Exception:	CODE
LOW	infra/ml/test/tools/parity_shell_helpers.py	387	except Exception:	CODE
LOW	infra/ml/test/tools/render_face_detection_overlays.py	338	except Exception as exc: # noqa: BLE001	CODE
LOW	infra/ml/test/ground_truth/_runtime.py	22	except Exception:	CODE
LOW	infra/ml/test/ground_truth/_runtime.py	272	except Exception:	CODE
LOW	infra/ml/test/ground_truth/_runtime.py	364	except Exception as pillow_error:	CODE

Redundant / Tautological Comments5 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	server/quickstart.sh	112	# Set this to your custom museum URL, if any.	COMMENT
LOW	server/quickstart.sh	175	# Set this to false for external buckets or buckets using SSL.	COMMENT
LOW	server/quickstart.sh	177	# Set this to false for subdomain-style URLs. Keep it true for MinIO with SSL.	COMMENT
LOW	server/configurations/local.yaml	81	# Set this to the URL where your accounts web app is running. It is used	COMMENT
LOW	server/configurations/local.yaml	97	# Set this to the URL where your space web app is running.	COMMENT

AI Response Leakage1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	docs/docs/photos/faq/search-and-discovery.md	424	### Can I search for photos using the descriptions I've added? {#search-descriptions}	COMMENT

Decorative Section Separators2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	mobile/apps/photos/pubspec.yaml	219	# ------------------------------	COMMENT
MEDIUM	mobile/apps/photos/pubspec.yaml	221	# ------------------------------	COMMENT

Modern AI Meta-Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	rust/tools/codegen/src/main.rs	109	// TODO: Android cast bindings scaffold	COMMENT

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	cli/docker-compose.yml	13	# While adding account for export, you can use /data as the export directory.	COMMENT

Modern Structural Boilerplate1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	infra/ml/playground/optimizations/optimize_models.py	327	def set_batch_one(model: onnx.ModelProto) -> None:	CODE

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Open-Source Code Quality, Security and Technical Debt Review