0.8

Adjusted Signal

0.8

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

40.4K

Stars

Language

807.8K

Lines of Code

4.1K

Files

483

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 1.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 226 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.1/100 · LOW

Are imports declared and package/API names verified? 233 finding(s).

Agent Over-Engineering Ratio 0.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 36 finding(s).

PR Review Velocity Impact 3.8/100 · LOW

Which changes need focused human review? 483 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 7HIGH 4MEDIUM 29LOW 443

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 483 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 Data224 hits · 277 pts

Severity	File	Line	Snippet	Context
LOW	.ldap.cfg	58	displayName = "John Doe"	CODE
LOW	docker/dummy/oidc/app/mock/identities.go	72	Email: "ola@example.org",	CODE
LOW	docker/ddns/config/ddns.yml	53	user: "foo@bar.com"	CODE
LOW	frontend/tests/vitest/fixtures.js	141	user: { ID: 1, UID: "urjysof3b9v7lgex", Name: "test", Email: "test@test.com" },	CODE
LOW	frontend/tests/vitest/fixtures.js	155	user: { ID: 1, UID: "urjysof3b9v7lgex", Name: "test", Email: "test@test.com" },	CODE
LOW	frontend/tests/vitest/fixtures.js	168	user: { ID: 1, UID: "urjysof3b9v7lgex", Name: "test", Email: "test@test.com" },	CODE
LOW	frontend/tests/vitest/fixtures.js	181	user: { ID: 1, UID: "urjysof3b9v7lgex", Name: "test", Email: "test@test.com" },	CODE
LOW	frontend/tests/vitest/page/people-new.items.test.js	12	{ UID: "js6sg6b2h8njw0sx", Name: "John Doe" },	CODE
LOW	frontend/tests/vitest/page/people-new.naming.test.js	16	{ UID: "js6sg6b2h8njw0sx", Name: "John Doe" },	CODE
LOW	frontend/tests/vitest/page/people-new.naming.test.js	181	expect(setName).toHaveBeenCalledWith("John Doe");	CODE
LOW	frontend/tests/vitest/component/settings/webdav.test.js	39	const wrapper = mountWebdavDialog({ userName: "user@example.com" });	CODE
LOW	frontend/tests/vitest/component/settings/webdav.test.js	40	const expected = `${window.location.protocol}//${encodeURIComponent("user@example.com")}@${window.location.host}/ori	CODE
LOW	…ntend/tests/vitest/component/meta/face/markers.test.js	107	{ UID: "m1", Name: "Jane Doe", X: 0.1, Y: 0.1, W: 0.2, H: 0.2 },	CODE
LOW	…ntend/tests/vitest/component/meta/face/markers.test.js	117	expect(namedTitle.textContent).toBe("Jane Doe");	CODE
LOW	…end/tests/vitest/component/meta/location/input.test.js	51	expect(input.attributes("placeholder")).toBe(placeholder);	CODE
LOW	…ontend/tests/vitest/component/lightbox/sidebar.test.js	194	{ UID: "m1", CropID: "crop1", Name: "Jane Doe", SubjUID: "subj1", thumbnailUrl: () => "/t/thumb1/public/tile_160	CODE
LOW	…ontend/tests/vitest/component/lightbox/sidebar.test.js	298	expect(w.find(".meta-person__name bdi").text()).toBe("Jane Doe");	CODE
LOW	…ontend/tests/vitest/component/lightbox/sidebar.test.js	515	expect(wrapper.vm.people[0].Name).toBe("Jane Doe");	CODE
LOW	…ontend/tests/vitest/component/lightbox/sidebar.test.js	578	expect(wrapper.html()).toContain("Jane Doe");	CODE
LOW	…ontend/tests/vitest/component/lightbox/sidebar.test.js	885	w.vm.onClearSubject({ UID: "m1", SubjUID: "subj1", Name: "Jane Doe" });	CODE
LOW	…ontend/tests/vitest/component/lightbox/sidebar.test.js	955	expect(w.vm.markerInputValue("m1")).toBe("Jane Doe");	CODE
LOW	…ontend/tests/vitest/component/lightbox/sidebar.test.js	1364	const marker = { UID: "m1", Name: "Jane Doe", SubjUID: "subj1", thumbnailUrl: () => "/t/x/p/tile_160" };	CODE
LOW	…ontend/tests/vitest/component/lightbox/sidebar.test.js	2388	w.vm.navigateToPerson({ UID: "m1", Name: "Jane Doe", SubjUID: "subj1" });	CODE
LOW	…ontend/tests/vitest/component/lightbox/sidebar.test.js	3593	expect(html).not.toContain("Jane Doe");	CODE
LOW	…ontend/tests/vitest/component/lightbox/sidebar.test.js	3774	namedMarker: "Jane Doe",	CODE
LOW	…ontend/tests/vitest/component/photo/people-tab.test.js	19	Name: "John Doe",	CODE
LOW	…ontend/tests/vitest/component/photo/people-tab.test.js	44	Name: "John Doe",	CODE
LOW	frontend/tests/vitest/common/typeahead-cache.test.js	206	const models = [{ Name: "Jane Doe", UID: "ps-1" }];	CODE
LOW	frontend/tests/vitest/common/session.test.js	82	Email: "test@test.com",	CODE
LOW	frontend/tests/vitest/common/session.test.js	125	expect(result.Email).toBe("test@test.com");	CODE
LOW⚡	frontend/tests/vitest/common/session.test.js	146	Email: "test@test.com",	CODE
LOW⚡	frontend/tests/vitest/common/session.test.js	153	expect(result).toBe("test@test.com");	CODE
LOW⚡	frontend/tests/vitest/common/session.test.js	158	Email: "test@test.com",	CODE
LOW	frontend/tests/vitest/common/session.test.js	176	Email: "test@test.com",	CODE
LOW	frontend/tests/vitest/common/session.test.js	192	Email: "test@test.com",	CODE
LOW	frontend/tests/vitest/common/session.test.js	210	Email: "test@test.com",	CODE
LOW	frontend/tests/vitest/common/session.test.js	221	Email: "test@test.com",	CODE
LOW	frontend/tests/vitest/common/session.test.js	261	Email: "test@test.com",	CODE
LOW	frontend/tests/vitest/common/session.test.js	279	Email: "test@test.com",	CODE
LOW	frontend/tests/vitest/common/session.test.js	297	Email: "test@test.com",	CODE
LOW	frontend/tests/vitest/common/form.test.js	134	"user@example.com",	CODE
LOW	frontend/tests/vitest/common/form.test.js	234	expect(requiredEmail[1]("user@example.com")).toBe(true);	CODE
LOW	frontend/tests/vitest/model/user.test.js	17	Email: "test@test.com",	CODE
LOW	frontend/tests/vitest/model/user.test.js	29	Email: "test@test.com",	CODE
LOW	frontend/tests/vitest/model/user.test.js	43	Email: "test@test.com",	CODE
LOW	frontend/tests/vitest/model/user.test.js	55	Email: "test@test.com",	CODE
LOW	frontend/tests/vitest/model/user.test.js	69	Email: "test@test.com",	CODE
LOW	frontend/tests/vitest/model/user.test.js	81	Email: "test@test.com",	CODE
LOW	frontend/tests/vitest/model/user.test.js	93	Email: "test@test.com",	CODE
LOW	frontend/tests/vitest/model/user.test.js	109	Email: "test@test.com",	CODE
LOW	frontend/tests/vitest/model/user.test.js	127	Email: "test@test.com",	CODE
LOW	frontend/tests/vitest/model/user.test.js	139	Email: "test@test.com",	CODE
LOW	frontend/tests/vitest/model/user.test.js	145	expect(result2).toBe("test@test.com");	CODE
LOW	frontend/tests/vitest/model/user.test.js	192	Email: "test@test.com",	CODE
LOW	frontend/tests/vitest/model/user.test.js	216	Email: "test@test.com",	CODE
LOW	frontend/tests/vitest/model/user.test.js	318	Email: "test@test.com",	CODE
LOW	frontend/tests/vitest/model/subject.test.js	49	Name: "Jane Doe",	CODE
LOW	frontend/tests/vitest/model/subject.test.js	63	Name: "Jane Doe",	CODE
LOW	frontend/tests/vitest/model/subject.test.js	83	Name: "Jane Doe",	CODE
LOW	frontend/tests/vitest/model/subject.test.js	104	Name: "Jane Doe",	CODE
164 more matches not shown…

Over-Commented Block192 hits · 192 pts

Severity	File	Line	Snippet	Context
LOW	.ldap.cfg	1	## Dummy LDAP Directory Server - development and test fixture data.	COMMENT
LOW	.ldap.cfg	21	## characters other than ASCII. visitor is an ordinary login name, and cs5cpu17n6gj2qo5 is shaped like a	COMMENT
LOW	.golangci.yml	61	- nolint	COMMENT
LOW	compose.yaml	321	OLLAMA_KV_CACHE_TYPE: "f16" # cache precision: f16 (default), q8_0, q4_0	COMMENT
LOW	.qdrant.yaml	1	log_level: INFO	COMMENT
LOW	.qdrant.yaml	21	snapshots_path: ./snapshots	COMMENT
LOW	.qdrant.yaml	61	# node_type: "Listener"	COMMENT
LOW	.qdrant.yaml	81	# If null - auto selection.	COMMENT
LOW	.qdrant.yaml	101	optimizers:	COMMENT
LOW	.qdrant.yaml	121	#	COMMENT
LOW	.qdrant.yaml	141	indexing_threshold_kb: 20000	COMMENT
LOW	.qdrant.yaml	161	# flush_interval_sec: 5	COMMENT
LOW	.qdrant.yaml	261	# If enabled, browsers would be allowed to query REST endpoints regardless of query origin.	COMMENT
LOW	.qdrant.yaml	281	# api_key: your_secret_api_key_here	COMMENT
LOW	.qdrant.yaml	321	# Setting this parameter to lower value will allow consensus	COMMENT
LOW	docker/demo/setup.sh	1	#!/usr/bin/env bash	COMMENT
LOW	docker/demo/jobs.ini	1	# See https://github.com/mcuadros/ofelia/blob/master/docs/jobs.md for job settings!	COMMENT
LOW	docker/demo/traefik.yaml	1	# Uncomment to enable debug mode:	COMMENT
LOW	docker/ddns/config/ddns.yml	1	# DigitalOcean DynDNS Config	COMMENT
LOW	frontend/tests/vitest/component/lightbox.basic.test.js	201	});	COMMENT
LOW	frontend/tests/vitest/component/lightbox.basic.test.js	421	context: contexts.Default,	COMMENT
LOW	…tend/tests/vitest/component/file/chip-selector.test.js	241	});	COMMENT
LOW	…ontend/tests/vitest/component/lightbox/sidebar.test.js	41	videoFormat: () => "avc",	COMMENT
LOW	frontend/tests/vitest/common/view.test.js	181	// using PhotoSwipe's pan/swipe gestures), so regressions are silent	COMMENT
LOW	frontend/tests/vitest/common/form.test.js	281	// Defensive-input regression for the centralized rules.text	COMMENT
LOW	frontend/tests/vitest/model/thumb.test.js	381	// in fixtures.js plus Mock.history for the request log.	COMMENT
LOW	frontend/tests/vitest/model/photo.test.js	2841		COMMENT
LOW	frontend/tests/acceptance/page-model/helpers.js	441		COMMENT
LOW	frontend/src/options/face-marker.js	1	// Face-marker UI state-machine values. Shared between the lightbox	COMMENT
LOW	frontend/src/component/lightbox.vue	841	// zoom via the PDF viewer, and videos and animations are never flatly zoomable;	COMMENT
LOW	frontend/src/component/lightbox.vue	1441		COMMENT
LOW	frontend/src/component/photo/batch-edit.vue	741	}	COMMENT
LOW	frontend/src/component/photo/batch-edit.vue	1581		COMMENT
LOW	frontend/src/component/photo/edit/labels.vue	201	newLabel: "",	COMMENT
LOW	frontend/src/common/event.js	41	// kept in sync with EntityCreated / EntityUpdated / EntityDeleted /	COMMENT
LOW	frontend/src/common/sphere.js	21	Additional information can be found in our Developer Guide:	COMMENT
LOW	frontend/src/common/map.js	21	if (Array.isArray(p) && p.length >= 2) {	COMMENT
LOW	frontend/src/model/rest.js	41	// Returns a new instance of the same subclass populated with the	COMMENT
LOW	frontend/src/model/model-cache.js	41	}	COMMENT
LOW	setup/podman/docker-compose.yml	1	# Example Podman Compose config file for PhotoPrism (RedHat, CentOS, Fedora, and AlmaLinux)	COMMENT
LOW	setup/podman/docker-compose.yml	21	# Logs \| podman-compose logs --tail=25 -f	COMMENT
LOW	setup/podman/docker-compose.yml	101	PHOTOPRISM_INIT: "https" # common options: update https intel gpu davfs yt-dlp	COMMENT
LOW	setup/podman/docker-compose.yml	141	MARIADB_USER: "photoprism"	COMMENT
LOW	setup/docker/compose.yaml	1	# Example Docker Compose config file for PhotoPrism (Linux / AMD64)	COMMENT
LOW	setup/docker/compose.yaml	101	OLLAMA_API_KEY: "" # API key required to access Ollama (optional)	COMMENT
LOW	setup/docker/compose.yaml	121	working_dir: "/photoprism" # do not change or remove	COMMENT
LOW	setup/docker/compose.yaml	161	## When specified, the container will connect to this host and replicate from it (for advanced users only):	COMMENT
LOW	setup/docker/compose.yaml	201	HF_HUB_DISABLE_TELEMETRY: "1"	COMMENT
LOW	setup/docker/macos/compose.yaml	1	# Example Docker Compose config file for PhotoPrism (Apple macOS)	COMMENT
LOW	setup/docker/macos/compose.yaml	121	environment:	COMMENT
LOW	setup/docker/scheduler/jobs.ini	1	# See https://github.com/mcuadros/ofelia/blob/master/docs/jobs.md for job settings!	COMMENT
LOW	setup/docker/scheduler/compose.yaml	1	# Example Docker Compose config file for PhotoPrism (Linux / AMD64)	COMMENT
LOW	setup/docker/scheduler/compose.yaml	101	# PHOTOPRISM_FFMPEG_SIZE: "1920" # video size limit in pixels (720-15360) (default: 3840)	COMMENT
LOW	setup/docker/scheduler/compose.yaml	141		COMMENT
LOW	setup/docker/scheduler/compose.yaml	161	# volumes:	COMMENT
LOW	setup/docker/armv7/compose.yaml	1	# Example Docker Compose config file for PhotoPrism (ARMv7-based, 32-bit devices)	COMMENT
LOW	setup/docker/armv7/compose.yaml	21	# - https://docs.photoprism.app/getting-started/troubleshooting/docker/	COMMENT
LOW	setup/docker/armv7/compose.yaml	101	# PHOTOPRISM_FFMPEG_BITRATE: "32" # transcoding bitrate threshold in Mbps, also NVIDIA peak limit (de	COMMENT
LOW	setup/docker/armv7/compose.yaml	141	MYSQL_CHARSET: "utf8mb4"	COMMENT
LOW	setup/docker/sqlite/compose.yaml	1	# Example Docker Compose config file for PhotoPrism (Linux / AMD64)	COMMENT
132 more matches not shown…

Hallucination Indicators7 hits · 70 pts

Severity	File	Line	Snippet	Context
CRITICAL	…ontend/tests/vitest/component/lightbox/sidebar.test.js	2989	expect(w.vm.chipState.albums.options.some((a) => a.UID === "alb-created")).toBe(true);	CODE
CRITICAL	…ontend/tests/vitest/component/lightbox/sidebar.test.js	3199	expect(w.vm.chipState.labels.options.map((l) => l.Name)).toEqual(["apple", "Beach", "Mountain"]);	CODE
CRITICAL	…ontend/tests/vitest/component/lightbox/sidebar.test.js	3216	expect(w.vm.chipState.albums.options.map((a) => a.Title)).toEqual(["alpha", "Mango", "Zebra"]);	CODE
CRITICAL	…tend/tests/vitest/component/photo/edit/details.test.js	312	wrapper.vm.view.model.localDate.mockReturnValue(mockLocalDate);	CODE
CRITICAL	…tend/tests/vitest/component/photo/edit/details.test.js	327	wrapper.vm.view.model.localDate.mockReturnValue(mockInvalidDate);	CODE
CRITICAL	frontend/src/page/places.vue	1004	this.map.setLanguage(this.$config.values.settings.ui.language.split("-")[0]);	CODE
CRITICAL	frontend/src/common/maplibregl.js	144	this.setLanguage($config.values.settings.ui.language.split("-")[0] \|\| opt_fallback \|\| "native");	CODE

Decorative Section Separators23 hits · 69 pts

Severity	File	Line	Snippet	Context
MEDIUM	frontend/tests/vitest/component/upload/dialog.test.js	103	// ─── Rendering ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/tests/vitest/component/upload/dialog.test.js	131	// ─── v-file-upload props ──────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/tests/vitest/component/upload/dialog.test.js	190	// ─── onFilesSelected — append / remove / dedup ────────────────────────────	COMMENT
MEDIUM	frontend/tests/vitest/component/upload/dialog.test.js	237	// ─── hasFiles computed ─────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/tests/vitest/component/upload/dialog.test.js	265	// ─── Upload button enabled/disabled ───────────────────────────────────────	COMMENT
MEDIUM	frontend/tests/vitest/component/upload/dialog.test.js	286	// ─── onUpload() guards ────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/tests/vitest/component/upload/dialog.test.js	322	// ─── onUpload() — starts upload ───────────────────────────────────────────	COMMENT
MEDIUM	frontend/tests/vitest/component/upload/dialog.test.js	350	// ─── reset() ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/tests/vitest/component/upload/dialog.test.js	382	// ─── onClose() ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/tests/vitest/component/upload/dialog.test.js	441	// ─── onUploadProgress() ───────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/tests/vitest/component/upload/dialog.test.js	469	// ─── onUploadComplete() ───────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/tests/vitest/component/upload/dialog.test.js	493	// ─── visible watcher ─────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/tests/vitest/component/upload/dialog.test.js	512	// ─── title computed ───────────────────────────────────────────────────────	COMMENT
MEDIUM	setup/podman/docker-compose.yml	17	# --------------------------------------------------------------------------	COMMENT
MEDIUM	setup/cloud/digitalocean/setup.sh	4	# =============================	COMMENT
MEDIUM	setup/cloud/digitalocean/compose.yaml	1	# ========================================================================	COMMENT
MEDIUM	setup/cloud/digitalocean/compose.yaml	3	# ========================================================================	COMMENT
MEDIUM	setup/cloud/digitalocean/compose.yaml	42	# ------------------------------------------------------------------------	COMMENT
MEDIUM	setup/cloud/digitalocean/compose.yaml	53	# ------------------------------------------------------------------------	COMMENT
MEDIUM	setup/cloud/digitalocean/compose.yaml	74	# ------------------------------------------------------------------------	COMMENT
MEDIUM	setup/cloud/digitalocean/install_photoprism.sh	4	# ============================	COMMENT
MEDIUM	setup/cloud/digitalocean/traefik.yaml	2	# -------------------------------------------------------------------------	COMMENT
MEDIUM	setup/cloud/digitalocean/traefik.yaml	16	# -------------------------------------------------------------------------	COMMENT

Synthetic Comment Markers3 hits · 22 pts

Severity	File	Line	Snippet	Context
HIGH	frontend/tests/acceptance/page-model/helpers.js	486	// as requested by the helperRemove and helperRevert functions.	COMMENT
HIGH	frontend/src/model/label.js	16	// Label models user-defined keywords and AI-generated tags.	COMMENT
HIGH	internal/api/session_create.go	66	// Protection against AI-generated vulnerability reports.	COMMENT

Hyper-Verbose Identifiers12 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	frontend/tests/vitest/common/sphere.test.js	21	EquirectangularVideoAdapter: function EquirectangularVideoAdapter() {},	CODE
LOW	frontend/tests/acceptance/acceptance-api/cleanup.js	11	function cleanAlbumsFilesAndLabels(jsonBody) {	CODE
LOW	frontend/src/common/typeahead-cache.js	178	function evictPeopleUnlessSelfEcho(data, action) {	CODE
LOW	frontend/src/common/albums.js	45	export function createAlbumSelectionWatcher(albumsProperty) {	CODE
LOW	frontend/src/common/view.js	388	export function preventNavigationTouchEvent(ev) {	CODE
LOW	scripts/lint/check-cuda-install.py	240	def test_first_install_success(self):	STRING
LOW⚡	scripts/lint/check-cuda-install.py	260	def test_private_prefix_ldconfig_failure(self):	STRING
LOW⚡	scripts/lint/check-cuda-install.py	268	def test_preparation_failures(self):	STRING
LOW⚡	scripts/lint/check-cuda-install.py	278	def test_publication_failures(self):	STRING
LOW⚡	scripts/lint/check-cuda-install.py	288	def test_first_install_failure(self):	STRING
LOW	scripts/lint/check-cuda-install.py	306	def test_first_install_signal(self):	STRING
LOW	scripts/lint/check-cuda-install.py	324	def test_directory_destination(self):	STRING

AI Slop Vocabulary4 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	compose.intel.yaml	71	PHOTOPRISM_OIDC_PROMPT: "" # authorization prompt: login, select_account, or consent (e	CODE
MEDIUM	compose.nvidia.yaml	74	PHOTOPRISM_OIDC_PROMPT: "" # authorization prompt: login, select_account, or consent (e	CODE
MEDIUM	compose.yaml	78	PHOTOPRISM_OIDC_PROMPT: "" # authorization prompt: login, select_account, or consent (e	CODE
MEDIUM	internal/commands/show_metadata.go	67	// Documentation links for those who want to delve deeper.	COMMENT

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	compose.yaml	544	## Create a shared bridge network for connecting with services in other compose.yaml files.	COMMENT
MEDIUM	scripts/setup/nas/raspberry-pi/build.sh	85	# Create the final SD card image.	COMMENT

Redundant / Tautological Comments4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	setup/charts/plus/values.yaml	97	# Set scheme to HTTPS only if PhotoPrism terminates TLS itself.	COMMENT
LOW	setup/cloud/digitalocean/init/check.sh	93	# Check if there are log archives or log files that have not been recently cleared.	COMMENT
LOW	scripts/render/svg-icon.sh	14	# Check if source file exists.	COMMENT
LOW	scripts/render/svg-icon.sh	31	# Check if source file exists.	COMMENT

Empty Error Handlers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	scripts/ai/export-nsfw-models.py	532	except importlib.metadata.PackageNotFoundError:	CODE

Verbosity Indicators3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	internal/api/oidc_redirect.go	265	// Step 1: Create user account if it does not exist yet.	COMMENT
LOW	internal/api/oidc_redirect.go	578	// Step 2: Create user session.	COMMENT
LOW	internal/api/oidc_redirect.go	640	// Step 3: Render HTML template to set the access token in localStorage.	COMMENT

Structural Annotation Overuse3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	internal/api/oidc_redirect.go	265	// Step 1: Create user account if it does not exist yet.	COMMENT
LOW	internal/api/oidc_redirect.go	578	// Step 2: Create user session.	COMMENT
LOW	internal/api/oidc_redirect.go	640	// Step 3: Render HTML template to set the access token in localStorage.	COMMENT

Example Usage Blocks2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	docker/demo/setup.sh	5	# Usage:	COMMENT
LOW	scripts/dav-probe.sh	6	# Usage:	COMMENT

Unused Imports2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/ai/export-nsfw-models.py	4		CODE
LOW	scripts/ai/export-label-models.py	4		CODE

Deep Nesting1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	scripts/lint/check-cuda-install.py	293		CODE

photoprism/photoprism

Open-Source Code Quality, Security and Technical Debt Review