1.0

Adjusted Signal

1.0

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

50.5K

Stars

Ruby

Language

664.2K

Lines of Code

5.2K

Files

555

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 3.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 453 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.9/100 · LOW

Are imports declared and package/API names verified? 102 finding(s).

Agent Over-Engineering Ratio 1.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 209 finding(s).

PR Review Velocity Impact 4.6/100 · LOW

Which changes need focused human review? 555 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 0MEDIUM 25LOW 528

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 555 distinct pattern matches across 10 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 Identifiers209 hits · 225 pts

Severity	File	Line	Snippet	Context
LOW	app/mailers/user_mailer.rb	21	def confirmation_instructions(user, token, , *)	CODE
LOW	app/mailers/user_mailer.rb	34	def reset_password_instructions(user, token, , *)	CODE
LOW	app/mailers/user_mailer.rb	85	def two_factor_recovery_codes_changed(user, , *)	CODE
LOW	app/mailers/user_mailer.rb	115	def webauthn_credential_added(user, webauthn_credential)	CODE
LOW	app/mailers/user_mailer.rb	126	def webauthn_credential_deleted(user, webauthn_credential)	CODE
LOW	app/models/announcement.rb	114	def value_for_reaction_me_column(account)	CODE
LOW	app/models/account_statuses_cleanup_policy.rb	101	def invalidate_last_inspected(status, action)	CODE
LOW	app/models/account_statuses_cleanup_policy.rb	186	def self_status_reference_exists(model)	CODE
LOW	app/models/notification.rb	193	def preload_cache_collection_target_statuses(notifications, &_block)	CODE
LOW	app/models/user.rb	447	def render_and_send_devise_message(notification, , *)	CODE
LOW	app/models/admin/account_action.rb	30	def disabled_types_for_account(account)	CODE
LOW	app/models/account_suggestions/fasp_source.rb	14	def fasp_follow_recommendations_for(account)	CODE
LOW	app/models/concerns/cacheable.rb	17	def preload_cacheable_associations(records)	CODE
LOW⚡	app/models/concerns/notification/groups.rb	102	def paginate_groups_by_max_id(limit, max_id: nil, since_id: nil, grouped_types: nil)	CODE
LOW⚡	app/models/concerns/notification/groups.rb	112	def paginate_groups_by_min_id(limit, max_id: nil, min_id: nil, grouped_types: nil)	CODE
LOW⚡	app/models/concerns/notification/groups.rb	119	def to_a_grouped_paginated_by_id(limit, options = {})	CODE
LOW	app/models/concerns/status/threading_concern.rb	7	def permitted_statuses_from_ids(ids, account, stable: false)	CODE
LOW	app/models/concerns/status/threading_concern.rb	96	def find_statuses_from_tree_path(ids, account, promote: false)	CODE
LOW	app/models/concerns/account/mappings.rb	79	def domain_blocking_map_by_domain(target_domains, account_id)	CODE
LOW	app/models/concerns/account/search.rb	143	def generate_query_for_search(unsanitized_terms)	CODE
LOW	…/models/concerns/account/interaction_policy_concern.rb	19	def feature_policy_for_account(other_account)	CODE
LOW	app/lib/link_details_extractor.rb	99	def text_or_language_tagged_string(obj)	CODE
LOW	app/lib/delivery_failure_tracker.rb	91	def exhausted_deliveries_key_by(host)	CODE
LOW	app/lib/hashtag_normalizer.rb	10	def remove_invalid_characters(str)	CODE
LOW	app/lib/request.rb	212	def normalize_preserving_url_encodings(url, preserved_chars = SAFE_PRESERVED_CHARS, *flags)	CODE
LOW	app/lib/status_reach_finder.rb	114	def inboxes_without_suspended_for(scope)	CODE
LOW	app/lib/content_security_policy.rb	96	def uri_from_configuration_and_string(host_string)	CODE
LOW⚡	app/lib/extractor.rb	33	def extract_urls_with_indices(text, options = {})	CODE
LOW⚡	app/lib/extractor.rb	42	def remove_overlapping_entities(entities)	CODE
LOW⚡	app/lib/extractor.rb	52	def extract_entities_with_indices(text, options = {}, &block)	CODE
LOW	app/lib/extractor.rb	71	def extract_mentions_or_lists_with_indices(text)	CODE
LOW	app/lib/extractor.rb	104	def extract_hashtags_with_indices(text, _options = {})	CODE
LOW	app/lib/extractor.rb	142	def extract_xmpp_uris_with_indices(text)	CODE
LOW	app/lib/extractor.rb	157	def extract_magnet_uris_with_indices(text)	CODE
LOW	app/lib/feed_manager.rb	709	def crutches_exclusive_list_users(recipient_id, statuses)	CODE
LOW	app/lib/status_cache_hydrator.rb	29	def hydrate_non_reblog_payload(empty_payload, account, nested: false)	CODE
LOW	app/lib/status_cache_hydrator.rb	147	def mapped_applied_custom_filter(account, status)	CODE
LOW	app/lib/connection_pool/shared_timed_stack.rb	82	def fetch_preferred_connection(preferred_tag)	CODE
LOW	app/lib/admin/metrics/measure/base_measure.rb	60	def read_attribute_for_serialization(key)	CODE
LOW	app/lib/admin/metrics/dimension/base_dimension.rb	45	def read_attribute_for_serialization(key)	CODE
LOW	app/lib/activitypub/tag_manager.rb	273	def uri_to_local_conversation(uri)	CODE
LOW	app/lib/activitypub/tag_manager.rb	306	def uri_to_local_account_params(uri)	CODE
LOW	app/lib/activitypub/activity/feature_request.rb	51	def collection_item_attributes(state = :accepted)	CODE
LOW	app/lib/activitypub/activity/create.rb	288	def process_tagged_collection(tag)	CODE
LOW	app/lib/activitypub/activity/create.rb	388	def resolve_unresolved_mentions(status)	CODE
LOW	app/lib/activitypub/activity/create.rb	394	def resolve_unresolved_collections(status)	CODE
LOW	app/validators/vote_validator.rb	50	def account_votes_on_same_poll(vote)	CODE
LOW	app/javascript/mastodon/features/ui/util/focusUtils.ts	32	export function focusFirstVisibleItemInColumn(columnIndex: number) {	CODE
LOW	app/javascript/mastodon/features/compose/trigger.tsx	176	function useHasMobileFloatingActionButton({ isMobile }: { isMobile: boolean }) {	CODE
LOW	…javascript/mastodon/features/compose/util/url_regex.js	32	export function extractMentionsWithIndices(text) {	CODE
LOW	app/javascript/mastodon/features/emoji/locale.ts	15	export function toSupportedLocaleOrCustom(locale: string): LocaleOrCustom {	CODE
LOW	app/javascript/mastodon/features/emoji/database.ts	164	export async function loadCustomEmojiByShortcode(shortcode: string) {	CODE
LOW	app/javascript/mastodon/features/emoji/database.ts	169	export async function searchCustomEmojisByShortcodes(shortcodes: string[]) {	CODE
LOW	app/javascript/mastodon/features/emoji/database.ts	200	export async function loadLegacyShortcodesByShortcode(shortcode: string) {	CODE
LOW	app/javascript/mastodon/features/emoji/normalize.ts	176	export function emojiToInversionClassName(emoji: string): string \| null {	CODE
LOW	…ascript/mastodon/features/collections/detail/index.tsx	251	function useRevealSensitiveContent({	CODE
LOW	app/javascript/mastodon/models/account.ts	132	export function createAccountFromServerJSON(serverJSON: ApiAccountJSON) {	CODE
LOW	app/javascript/mastodon/models/poll.ts	19	export function createPollOptionTranslationFromServerJSON(translation: {	CODE
LOW	app/javascript/mastodon/models/notification_request.ts	11	export function createNotificationRequestFromJSON(	CODE
LOW⚡	app/javascript/mastodon/models/notification_group.ts	128	function createAccountWarningFromJSON(	CODE
149 more matches not shown…

Over-Commented Block204 hits · 204 pts

Severity	File	Line	Snippet	Context
LOW	docker-compose.yml	21	networks:	COMMENT
LOW	docker-compose.yml	41	# - "discovery.type=single-node"	COMMENT
LOW	docker-compose.yml	121	## http_hidden_proxy=http://privoxy:8118	COMMENT
LOW	app/models/announcement.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/preview_card_trend.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/conversation_mute.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/report.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/generated_annual_report.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/identity.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/moderation_subscription.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/account_conversation.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/account_alias.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/instance_moderation_note.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/account.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/account.rb	21	# domain :string	COMMENT
LOW	app/models/account.rb	41	# note :text default(""), not null	COMMENT
LOW	app/models/tag.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/preview_card_provider.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/relationship_severance_event.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/status.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/status.rb	21	# url :string	COMMENT
LOW	app/models/account_migration.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/block.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/moderation_suggestion.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/poll.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/announcement_mute.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/custom_emoji_category.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/severed_relationship.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/featured_tag.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/rule_translation.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/moderation_subscription_advisory.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/ip_block.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/software_deprecation.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/mention.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/list_account.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/account_warning_preset.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/status_pin.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/bulk_import.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/account_statuses_cleanup_policy.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/appeal.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/tag_feed.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/software_update.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/status_stat.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/collection.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/follow_recommendation_mute.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/bookmark.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/custom_emoji.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/account_domain_block.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/marker.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/email_subscription.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/preview_cards_status.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/rule.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/relay.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/media_attachment.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/media_attachment.rb	21	# thumbnail_file_size :integer	COMMENT
LOW	app/models/keypair.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/favourite.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/email_domain_block.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/tag_trend.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/public_feed.rb	1	# frozen_string_literal: true	COMMENT
144 more matches not shown…

Fake / Example Data100 hits · 105 pts

Severity	File	Line	Snippet	Context
LOW	…ript/mastodon/features/compose/components/textarea.tsx	60	\| 'placeholder'	CODE
LOW	app/javascript/mastodon/utils/__tests__/html-test.ts	17	const input = '<p>lorem ipsum</p>';	CODE
LOW⚡	app/javascript/mastodon/utils/__tests__/html-test.ts	48	const input = '<p>lorem ipsum</p>';	CODE
LOW⚡	app/javascript/mastodon/utils/__tests__/html-test.ts	51	expect(onText).toHaveBeenCalledExactlyOnceWith('lorem ipsum', {});	CODE
LOW⚡	app/javascript/mastodon/utils/__tests__/html-test.ts	55	const input = '<p>lorem ipsum</p>';	CODE
LOW⚡	app/javascript/mastodon/utils/__tests__/html-test.ts	69	expect.arrayContaining(['lorem ipsum']),	CODE
LOW⚡	app/javascript/mastodon/utils/__tests__/html-test.ts	75	const input = '<p>lorem ipsum</p>';	CODE
LOW⚡	app/javascript/mastodon/utils/__tests__/html-test.ts	82	expect.arrayContaining(['lorem ipsum']),	CODE
LOW	…ascript/mastodon/components/status/content.stories.tsx	86	'Lorem ipsum dolor sit amet, consectetur adipiscing elit.',	CODE
LOW	…ascript/mastodon/components/status/content.stories.tsx	86	'Lorem ipsum dolor sit amet, consectetur adipiscing elit.',	CODE
LOW	…vascript/mastodon/components/status/status.stories.tsx	407	'Lorem ipsum dolor sit amet, consectetur adipiscing elit.',	CODE
LOW	…vascript/mastodon/components/status/status.stories.tsx	407	'Lorem ipsum dolor sit amet, consectetur adipiscing elit.',	CODE
LOW	…pt/mastodon/components/mini_card/mini_card.stories.tsx	46	'Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	…pt/mastodon/components/mini_card/mini_card.stories.tsx	46	'Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	config/environments/test.rb	80	# Enable fake_data for PAM	COMMENT
LOW	config/environments/test.rb	82	Rpam2.fake_data =	CODE
LOW	spec/mailers/previews/user_mailer_preview.rb	14	user.unconfirmed_email = 'foo@bar.com'	CODE
LOW	spec/mailers/previews/user_mailer_preview.rb	63	user.unconfirmed_email = 'foo@bar.com'	CODE
LOW	spec/config/initializers/rack/attack_spec.rb	80	let(:email) { 'foo@bar.com' }	CODE
LOW	spec/models/canonical_email_block_spec.rb	69	before { Fabricate(:canonical_email_block, email: 'foo@bar.com') }	CODE
LOW	spec/models/canonical_email_block_spec.rb	72	expect(described_class.block?('foo@bar.com')).to be true	CODE
LOW	spec/models/form/import_spec.rb	344	{ 'acct' => 'user@example.com', 'show_reblogs' => true, 'notify' => false, 'languages' => nil },	CODE
LOW	spec/models/form/import_spec.rb	349	{ 'acct' => 'user@example.com', 'hide_notifications' => true },	CODE
LOW	spec/presenters/instance_presenter_spec.rb	24	Setting.site_contact_email = 'admin@example.com'	CODE
LOW	spec/presenters/instance_presenter_spec.rb	25	expect(instance_presenter.contact.email).to eq 'admin@example.com'	CODE
LOW	spec/requests/admin/warning_presets_spec.rb	20	post admin_warning_presets_path(account_warning_preset: { title: 'test title', text: 'lorem ipsum toot', action_	CODE
LOW	spec/requests/admin/warning_presets_spec.rb	28	post admin_warning_presets_path(account_warning_preset: { title: 'test title', text: 'lorem ipsum toot' })	CODE
LOW	spec/requests/api/v1/media_spec.rb	161	let(:params) { { description: 'Lorem ipsum!!!' } }	CODE
LOW	spec/requests/api/v1/media_spec.rb	174	let(:params) { { description: 'Lorem ipsum!!!' } }	CODE
LOW	spec/requests/api/v1/media_spec.rb	177	expect { subject }.to change { media.reload.description }.from('old').to('Lorem ipsum!!!')	CODE
LOW	spec/requests/api/v1/emails/confirmations_spec.rb	52	user.update(email: 'foo@bar.com')	CODE
LOW	spec/requests/api/v1/emails/confirmations_spec.rb	76	let(:params) { { email: 'foo@bar.com' } }	CODE
LOW	spec/requests/api/v1/emails/confirmations_spec.rb	84	expect(user.reload.unconfirmed_email).to eq('foo@bar.com')	CODE
LOW	spec/system/report_interface_spec.rb	8	let(:email) { 'admin@example.com' }	CODE
LOW	spec/system/admin/terms_of_service/generates_spec.rb	25	fill_in 'terms_of_service_generator_arbitration_address', with: '123 Main Street'	CODE
LOW	spec/fabricators/status_fabricator.rb	5	text 'Lorem ipsum dolor sit amet'	CODE
LOW	spec/fabricators/status_fabricator.rb	5	text 'Lorem ipsum dolor sit amet'	CODE
LOW	spec/lib/plain_text_formatter_spec.rb	24	expect(subject).to eq 'Lorem ipsum'	CODE
LOW	spec/lib/plain_text_formatter_spec.rb	64	expect(subject).to eq 'Lorem ipsum'	CODE
LOW	spec/lib/plain_text_formatter_spec.rb	72	expect(subject).to eq 'Lorem ipsum'	CODE
LOW	spec/lib/request_spec.rb	61	before { stub_request(:get, 'http://example.com').to_return(body: 'lorem ipsum') }	CODE
LOW	spec/lib/request_spec.rb	95	expect(response.body_with_limit).to eq 'lorem ipsum'	CODE
LOW	spec/lib/request_spec.rb	133	stub_request(:get, 'http://redirected.example.com/foo').to_return(body: 'lorem ipsum')	CODE
LOW	spec/lib/mastodon/cli/canonical_email_blocks_spec.rb	17	let(:arguments) { ['user@example.com'] }	CODE
LOW	spec/lib/mastodon/cli/canonical_email_blocks_spec.rb	20	before { Fabricate(:canonical_email_block, email: 'user@example.com') }	CODE
LOW⚡	spec/lib/mastodon/cli/canonical_email_blocks_spec.rb	38	let(:arguments) { ['user@example.com'] }	CODE
LOW⚡	spec/lib/mastodon/cli/canonical_email_blocks_spec.rb	41	before { Fabricate(:canonical_email_block, email: 'user@example.com') }	CODE
LOW⚡	spec/lib/mastodon/cli/canonical_email_blocks_spec.rb	47	expect(CanonicalEmailBlock.matching_email('user@example.com')).to be_empty	CODE
LOW	spec/lib/activitypub/activity/announce_spec.rb	68	content: 'Lorem ipsum',	CODE
LOW	spec/lib/activitypub/activity/announce_spec.rb	84	content: 'Lorem ipsum',	CODE
LOW	spec/lib/activitypub/activity/announce_spec.rb	163	content: 'Lorem ipsum',	CODE
LOW	spec/lib/activitypub/activity/create_spec.rb	45	content: '@bob lorem ipsum',	CODE
LOW	spec/lib/activitypub/activity/create_spec.rb	70	content: '@bob lorem ipsum',	CODE
LOW	spec/lib/activitypub/activity/create_spec.rb	88	content: '@bob lorem ipsum',	CODE
LOW	spec/lib/activitypub/activity/create_spec.rb	201	expect(status.text).to eq 'Lorem ipsum'	CODE
LOW	spec/lib/activitypub/activity/create_spec.rb	220	expect(status.text).to eq 'Lorem ipsum'	CODE
LOW	spec/lib/activitypub/activity/create_spec.rb	240	expect(status.text).to eq 'Lorem ipsum'	CODE
LOW	spec/lib/activitypub/activity/create_spec.rb	263	expect(status.text).to eq 'Lorem ipsum'	CODE
LOW	spec/lib/activitypub/activity/create_spec.rb	289	expect(status.text).to eq 'Lorem ipsum'	CODE
LOW	spec/lib/activitypub/activity/create_spec.rb	882	content: 'Lorem ipsum :tinking:',	CODE
40 more matches not shown…

Self-Referential Comments22 hits · 65 pts

Severity	File	Line	Snippet	Context
MEDIUM	docker-compose.yml	1	# This file is designed for production server deployment, not local development work	COMMENT
MEDIUM	app/models/setting.rb	14	# This file is derived from a fork of the `rails-settings-cached` gem available at	COMMENT
MEDIUM	app/models/concerns/user/omniauthable.rb	67	# Create a user for the given auth params. If no email was provided,	COMMENT
MEDIUM	…/services/activitypub/process_status_update_service.rb	334	# This method is only concerned with approval and skips other meaningful changes,	COMMENT
MEDIUM	config/settings.yml	1	# This file contains default values, and does not need to be edited. All	COMMENT
MEDIUM	config/initializers/wrap_parameters.rb	5	# This file contains settings for ActionController::ParamsWrapper which	COMMENT
MEDIUM	config/initializers/permissions_policy.rb	5	# Define an application-wide HTTP permissions policy. For further	COMMENT
MEDIUM	config/initializers/content_security_policy.rb	5	# Define an application-wide content security policy.	COMMENT
MEDIUM	config/initializers/simple_form.rb	124	# Define the way to render check boxes / radio buttons with labels.	COMMENT
MEDIUM	config/initializers/simple_form.rb	223	# Define the default class of the input wrapper of the boolean input.	COMMENT
MEDIUM	spec/requests/api/v1/annual_reports_spec.rb	110	# Define the ID manually as it is otherwise handled by the database, which is not affected by `travel_to`	COMMENT
MEDIUM	spec/requests/api/v1/annual_reports_spec.rb	133	# Define the ID manually as it is otherwise handled by the database, which is not affected by `travel_to`	COMMENT
MEDIUM	spec/system/admin/email_subscriptions_spec.rb	12	Fabricate.create :email_subscription # Create a sub show that purge is shown	CODE
MEDIUM	spec/support/streaming_client.rb	79	# Create a synthetic close event:	COMMENT
MEDIUM	spec/lib/vite/manifest_spec.rb	102	# This file is present in the manifest but not referenced by any entrypoint	COMMENT
MEDIUM	spec/lib/vite/manifest_spec.rb	133	# Create an empty file	COMMENT
MEDIUM	…/scheduler/accounts_statuses_cleanup_scheduler_spec.rb	91	# Create a bunch of old statuses	COMMENT
MEDIUM	…/scheduler/accounts_statuses_cleanup_scheduler_spec.rb	101	# Create a bunch of newer statuses	COMMENT
MEDIUM	lib/mastodon/migration_helpers.rb	3	# This file is copied almost entirely from GitLab, which has done a large	COMMENT
MEDIUM	lib/mastodon/database.rb	3	# This file is entirely lifted from GitLab.	COMMENT
MEDIUM	db/schema.rb	1	# This file is auto-generated from the current state of the database. Instead	COMMENT
MEDIUM	db/schema.rb	5	# This file is the source Rails uses to define your schema when running `bin/rails	COMMENT

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	spec/requests/api/v2/media_spec.rb	15	expect(File.exist?(user.account.media_attachments.first.file.path(:small)))	CODE
CRITICAL	spec/requests/api/v2/media_spec.rb	51	expect(File.exist?(user.account.media_attachments.first.file.path(:small)))	CODE

Redundant / Tautological Comments11 hits · 19 pts

Severity	File	Line	Snippet	Context
LOW	app/models/admin/server_check/media_privacy_runner.rb	20	# Check if we can list the uploaded file. If true, that's an error	COMMENT
LOW	app/lib/feed_manager.rb	60	# Check if the status should not be added to a feed	COMMENT
LOW⚡	app/lib/feed_manager.rb	481	# Check if there is a streaming API client connected	COMMENT
LOW⚡	app/lib/feed_manager.rb	489	# Check if the account is blocking or muting any of the given accounts	COMMENT
LOW⚡	app/lib/feed_manager.rb	498	# Check if status should not be added to the home feed	COMMENT
LOW	app/lib/feed_manager.rb	536	# Check if status should not be added to the mentions feed	COMMENT
LOW	app/lib/feed_manager.rb	553	# Check if status should not be added to the list feed	COMMENT
LOW	app/lib/feed_manager.rb	569	# Check if a status should not be added to the home feed when it comes	COMMENT
LOW	app/lib/admin/system_check/media_privacy_check.rb	32	# Check if we can list the uploaded file. If true, that's an error	COMMENT
LOW	app/services/software_update_check_service.rb	50	# Check if any of the notices is new, and issue notifications	COMMENT
LOW	spec/rails_helper.rb	68	# Set type to `cli` for all CLI specs	COMMENT

AI Slop Vocabulary4 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	app/lib/feed_manager.rb	608	# can just add it to the feed (and note that we're reblogging it).	COMMENT
MEDIUM	app/lib/activitypub/object_integrity_proof.rb	54	# Step 4.2. from the aforementioned algorithm, it's useful when vocabulary necessary to the cryptosuite had to be	COMMENT
MEDIUM	spec/system/auth/passwords_spec.rb	15	allow(Devise).to receive(:pam_authentication).and_return(false) # Avoid the "seamless external" path	CODE
LOW	db/migrate/20170920032311_fix_reblogs_in_feeds.rb	77	# just use the data in Redis to reverse this transition.	COMMENT

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	config/initializers/simple_form.rb	61	# extensions by default, you can change `b.optional` to `b.use`.	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	app/javascript/mastodon/components/hotkeys/index.tsx	301	* ### How to use	COMMENT

Verbosity Indicators1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	app/services/resolve_account_service.rb	46	# we already checked, we need to check if we've already got	COMMENT

mastodon/mastodon

Open-Source Code Quality, Security and Technical Debt Review