1.9

Adjusted Signal

1.9

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

10.8K

Stars

Ruby

Language

385.5K

Lines of Code

3.0K

Files

521

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 7.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 450 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.2/100 · LOW

Are imports declared and package/API names verified? 59 finding(s).

Agent Over-Engineering Ratio 3.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 243 finding(s).

PR Review Velocity Impact 8.4/100 · LOW

Which changes need focused human review? 521 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 3HIGH 2MEDIUM 61LOW 455

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 521 distinct pattern matches across 13 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 Identifiers231 hits · 238 pts

Severity	File	Line	Snippet	Context
LOW	app/queries/points/vector_tile_query.rb	216	def translated_geom_expression(shift)	CODE
LOW	app/queries/stats/daily_distance_query.rb	120	def convert_to_daily_distances(distance_by_day_map)	CODE
LOW	app/queries/stats/daily_distance_query.rb	147	def validate_minutes_between_routes(minutes)	CODE
LOW	app/models/stat.rb	169	def report_malformed_toponyms(raw, sanitized)	CODE
LOW	app/models/stat.rb	199	def calculate_daily_distances(monthly_points)	CODE
LOW	app/models/track.rb	383	def report_post_commit_failure(event, error)	CODE
LOW	app/models/track.rb	394	def record_post_commit_failure_metric(event)	CODE
LOW	app/models/trip.rb	288	def select_dominant_orientation(photos)	CODE
LOW	app/models/user.rb	315	def generate_subscription_token(plan: nil, interval: nil, variant: nil)	CODE
LOW	app/models/concerns/calculateable.rb	58	def convert_distance_for_storage(calculated_distance_meters)	CODE
LOW	app/models/concerns/distanceable.rb	23	def calculate_distance_for_array_geocoder(points, unit = :km)	CODE
LOW	app/models/concerns/distanceable.rb	109	def calculate_distance_for_relation(unit, relation = all)	CODE
LOW	app/models/concerns/distanceable.rb	139	def calculate_distance_for_array(points, unit = :km)	CODE
LOW	app/models/concerns/distanceable.rb	151	def calculate_batch_distances(points)	CODE
LOW	app/models/concerns/nearable.rb	54	def extract_coordinates_and_options(*args)	CODE
LOW	app/models/concerns/archivable.rb	163	def handle_archive_fetch_error(error)	CODE
LOW	app/serializers/stats_serializer.rb	68	def countries_and_cities_from_stats(stats)	CODE
LOW	…javascript/maps_maplibre/utils/realtime_date_filter.js	26	export function pointMatchesActiveDateRange(timestamp, range = {}) {	CODE
LOW	app/javascript/maps_maplibre/utils/format_helpers.js	29	export function minutesToDaysHoursMinutes(minutes) {	CODE
LOW	…javascript/maps_maplibre/utils/geojson_transformers.js	11	export function simplifyPointsForRendering(points) {	CODE
LOW	app/javascript/maps_maplibre/utils/tile_freshness.js	11	export function setPrivacyZonesFingerprint(fingerprint) {	CODE
LOW	app/javascript/maps_maplibre/trip/photos.js	53	export function setTripReplayPhotosActive(controller, active) {	CODE
LOW	…vascript/controllers/maps/maplibre/map_data_manager.js	16	export class MapDataManager {	CODE
LOW	app/jobs/trek/import_trips_job.rb	89	def finish_unauthorized_import(source)	CODE
LOW	…/data_migrations/recalculate_per_tracker_tracks_job.rb	38	def backfill_google_records_devices(user)	CODE
LOW	app/jobs/data_migrations/cleanup_null_island_job.rb	43	def destroy_null_island_visits(user)	CODE
LOW	app/jobs/tracks/realtime_generation_job.rb	44	def enqueue_reverse_geocoding(user)	CODE
LOW	app/jobs/tracks/daily_generation_job.rb	44	def process_user_daily_tracks(user)	CODE
LOW	app/jobs/tracks/time_chunk_processor_job.rb	111	def create_track_from_points_array(points)	CODE
LOW	app/jobs/enhanced_import/extract_job.rb	21	def fail_after_deadlock_retries(error)	CODE
LOW	app/jobs/imports/destroy_job.rb	56	def broadcast_deletion_complete(import)	CODE
LOW	app/jobs/users/import_data_job.rb	71	def create_import_failed_notification(user, error)	CODE
LOW	app/jobs/users/recalculate_data_job.rb	106	def create_success_notification(years_to_process)	CODE
LOW	app/jobs/users/recalculate_data_job.rb	127	def create_failure_notification(error)	CODE
LOW	app/jobs/users/digests/monthly/calculating_job.rb	23	def create_digest_failed_notification(user_id, error)	CODE
LOW	app/jobs/users/digests/yearly/calculating_job.rb	21	def recalculate_monthly_stats(user_id, year)	CODE
LOW	app/jobs/users/digests/yearly/calculating_job.rb	29	def create_digest_failed_notification(user_id, error)	CODE
LOW	app/jobs/points/anomaly_backfill_user_job.rb	76	def run_filter_in_monthly_chunks(user, step, invalidate_dependents:)	CODE
LOW	app/jobs/stats/calculating_job.rb	21	def create_stats_update_failed_notification(user_id, error)	CODE
LOW	app/controllers/application_controller.rb	347	def apply_date_time_preferences(&)	CODE
LOW	app/controllers/visits_controller.rb	256	def build_bulk_update_streams(status, count)	CODE
LOW	app/controllers/visits_controller.rb	315	def update_visit_label_from_place(place_id)	CODE
LOW	app/controllers/visits_controller.rb	384	def build_bulk_destroy_streams(count)	CODE
LOW	app/controllers/visits_controller.rb	442	def message_for_missing_visits(ids)	CODE
LOW	app/controllers/visits_controller.rb	461	def bulk_destroy_success_message(count)	CODE
LOW	app/controllers/visits_controller.rb	465	def bulk_update_success_message(status, count)	CODE
LOW	app/controllers/places_controller.rb	255	def save_place_and_attach_visit(visit)	CODE
LOW	app/controllers/imports_controller.rb	153	def create_import_from_signed_id(item)	CODE
LOW	app/controllers/imports_controller.rb	180	def verified_original_filename(blob, descriptor)	CODE
LOW	app/controllers/imports_controller.rb	196	def generate_unique_import_name(original_name)	CODE
LOW	app/controllers/settings/general_controller.rb	92	def test_email_error_description(error)	CODE
LOW	app/controllers/settings/users_controller.rb	188	def create_import_from_signed_archive_id(signed_id)	CODE
LOW	app/controllers/settings/users_controller.rb	206	def generate_unique_import_name(original_name)	CODE
LOW	app/controllers/users/registrations_controller.rb	124	def after_inactive_sign_up_path_for(resource)	CODE
LOW	app/controllers/users/registrations_controller.rb	210	def accept_invitation_for_user(user)	CODE
LOW	app/controllers/api/v1/photos_controller.rb	46	def handle_thumbnail_response(upstream)	CODE
LOW	app/controllers/api/v1/subscriptions_controller.rb	139	def advance_last_seen_watermark(decoded)	CODE
LOW	app/controllers/api/v1/imports_controller.rb	63	def generate_unique_import_name(original_name)	CODE
LOW	app/controllers/api/v1/maps/hexagons_controller.rb	115	def hexagon_privacy_zone_masker(context)	CODE
LOW	app/controllers/api/v1/auth/sessions_controller.rb	47	def constant_time_authenticate(user, password)	CODE
171 more matches not shown…

Self-Referential Comments45 hits · 133 pts

Severity	File	Line	Snippet	Context
MEDIUM	app/models/concerns/nearable.rb	20	# Create a point from the given coordinates	COMMENT
MEDIUM	app/services/google_maps/records_storage_importer.rb	3	# This class is used to import Google's Records.json file	COMMENT
MEDIUM	app/services/google_maps/records_importer.rb	3	# This class is used to import Google's Records.json file	COMMENT
MEDIUM	app/services/tasks/imports/google_records.rb	3	# This class is named based on Google Takeout's Records.json file	COMMENT
MEDIUM	app/services/tracks/track_builder.rb	5	# This module provides the core functionality for converting arrays of GPS points into	COMMENT
MEDIUM	app/services/tracks/segmentation.rb	5	# This module provides the core algorithm for determining where one track ends	COMMENT
MEDIUM	app/services/tracks/session_manager.rb	16	# Create a new session	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/03_dawarich_settings.rb	60	# This class is defined in an initializer, so it can run before the autoloader	COMMENT
MEDIUM	spec/integration/family_privacy_spec.rb	146	# Create an expired request 30 minutes ago	COMMENT
MEDIUM	spec/integration/family_privacy_spec.rb	162	# Create a pending request from A to B	COMMENT
MEDIUM	spec/models/concerns/point_validation_spec.rb	6	# Create a test class that includes the concern	COMMENT
MEDIUM	spec/models/concerns/user_family_spec.rb	151	# Create a point from 13 months ago	COMMENT
MEDIUM	spec/requests/authentication_spec.rb	288	# Create an expired invitation	COMMENT
MEDIUM	spec/jobs/application_job_spec.rb	7	# Create a concrete job class to test the helper	COMMENT
MEDIUM	spec/jobs/trips/calculate_countries_job_spec.rb	20	points # Create the points	CODE
MEDIUM	spec/jobs/concerns/user_timezone_spec.rb	6	# Create a dummy class that includes the concern	COMMENT
MEDIUM	…ec/services/google_maps/phone_takeout_importer_spec.rb	18	# This file contains 3 duplicates	COMMENT
MEDIUM	…ec/services/google_maps/phone_takeout_importer_spec.rb	50	# This file contains 4 duplicates	COMMENT
MEDIUM	…/services/google_maps/records_storage_importer_spec.rb	148	# Create a mock that will return a successful result	COMMENT
MEDIUM	…/services/google_maps/records_storage_importer_spec.rb	153	# Create the downloader mock before it gets used	COMMENT
MEDIUM	…/services/google_maps/records_storage_importer_spec.rb	172	# Create the downloader mock before it gets used - expect only one call from the importer	COMMENT
MEDIUM	spec/services/cache/clean_spec.rb	93	# Create a user that will be found during the cleaning process	COMMENT
MEDIUM	spec/services/cache/clean_spec.rb	101	# Create a new user while iterating - this should not cause errors	COMMENT
MEDIUM	spec/services/visits/find_within_bounding_box_spec.rb	9	# Define a bounding box for testing	COMMENT
MEDIUM	spec/services/visits/find_within_bounding_box_spec.rb	75	# Create a visit for another user inside the bounding box	COMMENT
MEDIUM	spec/services/tracks/track_builder_spec.rb	6	# Create a test class that includes the concern for testing	COMMENT
MEDIUM	spec/services/tracks/parallel_generator_spec.rb	214	# Create a proper mock and stub user.safe_settings to return it	COMMENT
MEDIUM	spec/services/tracks/incremental_generator_spec.rb	140	# Create an existing track that ended recently	COMMENT
MEDIUM	spec/services/overland/params_spec.rb	7	# This file contains one valid point and one invalid point w/out coordinates	COMMENT
MEDIUM	spec/services/imports/secure_file_downloader_spec.rb	10	# Create a mock that mimics ActiveStorage::Attached::One	COMMENT
MEDIUM	spec/services/users/export_import_integration_spec.rb	145	# Create a user with specific places and visits	COMMENT
MEDIUM	spec/services/users/export_import_integration_spec.rb	168	# Create a visit without a place	COMMENT
MEDIUM	spec/services/users/export_import_integration_spec.rb	457	# Create a v1 format archive with data.json	COMMENT
MEDIUM	spec/services/users/import_data/imports_spec.rb	114	# Create an existing import with same name, source, and created_at	COMMENT
MEDIUM	spec/services/users/import_data/trips_spec.rb	147	# Create an existing trip with same name and times	COMMENT
MEDIUM	spec/services/users/import_data/stats_spec.rb	78	# Create an existing stat with same year and month	COMMENT
MEDIUM	spec/services/users/import_data/points_spec.rb	29	country # Create the country	CODE
MEDIUM	…c/services/users/import_data/raw_data_archives_spec.rb	79	# Create a gzip test file	COMMENT
MEDIUM	spec/services/users/import_data/exports_spec.rb	107	# Create the file in the files directory	COMMENT
MEDIUM	spec/services/users/import_data/notifications_spec.rb	70	# Create an existing notification with same title, content, and created_at	COMMENT
MEDIUM	spec/services/users/digests/calculate_year_spec.rb	201	# Create the monthly stats	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

Over-Commented Block123 hits · 123 pts

Severity	File	Line	Snippet	Context
LOW	app/queries/stats_query.rb	21	}	COMMENT
LOW	app/queries/tracks/vector_tile_query.rb	21	# (same pattern as Points::VectorTileQuery).	COMMENT
LOW	app/queries/points/vector_tile_query.rb	21	MIN_PREFILTER_ZOOM = 2	COMMENT
LOW	app/models/point.rb	61	end	COMMENT
LOW	app/models/concerns/distance_convertible.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/concerns/point_dimension_reads.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/javascript/channels/imports_channel.js	1	// Imports channel subscriptions are handled by:	COMMENT
LOW	app/javascript/channels/index.js	1	// Import all the channels to be used by Action Cable	COMMENT
LOW	app/javascript/channels/notifications_channel.js	1	// Notifications channel subscriptions are handled by:	COMMENT
LOW	app/jobs/data_migrations/drop_legacy_lat_lon_job.rb	1	# frozen_string_literal: true	COMMENT
LOW	…/jobs/data_migrations/backfill_point_country_id_job.rb	101		COMMENT
LOW	…jobs/data_migrations/recalculate_anomalies_user_job.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/jobs/data_migrations/recalculate_anomalies_job.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/jobs/data_migrations/recalculate_anomalies_job.rb	61		COMMENT
LOW	app/jobs/data_migrations/recalculate_anomalies_job.rb	101	# "re-running only picks up what is left" contract false for exactly the	COMMENT
LOW	…/jobs/data_migrations/backfill_point_dimensions_job.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/jobs/tracks/throttled_backfill_job.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/jobs/tracks/realtime_generation_job.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/jobs/tracks/daily_generation_job.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/controllers/concerns/partnero_trackable.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/assets/config/manifest.js	1	//= link rails-ujs.js	COMMENT
LOW	app/helpers/timeline_helper.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/responsive_qr_svg.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/tile_epoch.rb	1	# frozen_string_literal: true	COMMENT
LOW	…vices/google_maps/records_device_tag_stream_handler.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/auth/internal_token_secret.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/auth/mobile_handoff_secret.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/visits/detection/policy.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/tracks/track_builder.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/tracks/track_builder.rb	21	# - Elevation gain/loss: Cumulative ascent and descent in meters	COMMENT
LOW	app/services/tracks/track_builder.rb	41	# # Track now exists with calculated statistics	COMMENT
LOW	app/services/tracks/merger.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/tracks/segmentation.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/tracks/segmentation.rb	21	# The maps intentionally ignore the distance threshold because haversineDistance()	COMMENT
LOW	app/services/tracks/stationary_stops.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/tracks/incremental_generator.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/tracks/realtime_debouncer.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/geocoding/rate_limits.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/geocoding/result_normalizer.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/geocoding/rate_limiter.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/users/import_data.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/users/import_data.rb	161	# Recompute instead of importing the flags: it also covers archives written	COMMENT
LOW	app/services/users/export_data.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/users/export_data.rb	21	# ├── raw_data_archives.jsonl # One archive record per line	COMMENT
LOW	app/services/users/export_data.rb	41	# "dawarich_version": "1.0.0",	COMMENT
LOW	app/services/users/import_data/v2_handler.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/users/import_data/v2_handler.rb	21	# ├── points/ # Points split by year/month	COMMENT
LOW	app/services/users/import_data/v1_handler.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/instance_settings/resolver.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/points/dimension_resolver.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/points/dimension_resolver.rb	21	# Returns rows with :source_id filled in. A no-op until the column exists — 20260816150000 can defer its ALTER to	COMMENT
LOW	app/services/points/device_tag_backfiller.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/points/anomaly_filter.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/points/anomaly_filter.rb	21	FROZEN_FIX_CONTEXT_POINTS = 240	COMMENT
LOW	app/services/points/anomaly_filter.rb	41	# same stay, the excursion is far from it, and nothing was spent being there.	COMMENT
LOW	app/services/points/anomaly_filter.rb	61	# fixes — there the tower position is the only record there is, and erasing	COMMENT
LOW	app/services/points/anomaly_filter.rb	181		COMMENT
LOW	app/services/points/anomaly_filter.rb	441	# ordinary points. The gate is the detour ceiling rather than the raw speed	COMMENT
LOW	app/services/timeline/month_summary.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/services/concerns/url_validatable.rb	1	# frozen_string_literal: true	COMMENT
63 more matches not shown…

Fake / Example Data54 hits · 54 pts

Severity	File	Line	Snippet	Context
LOW	spec/swagger/api/v1/auth/apple_controller_spec.rb	44	let(:payload) { { id_token: 'fake_token' } }	CODE
LOW	spec/swagger/api/v1/auth/apple_controller_spec.rb	75	let(:payload) { { id_token: 'fake_token' } }	CODE
LOW	spec/swagger/api/v1/auth/apple_controller_spec.rb	90	let(:payload) { { id_token: 'fake_token' } }	CODE
LOW	spec/swagger/api/v1/auth/google_controller_spec.rb	44	let(:payload) { { id_token: 'fake_token' } }	CODE
LOW	spec/swagger/api/v1/auth/google_controller_spec.rb	75	let(:payload) { { id_token: 'fake_token' } }	CODE
LOW	spec/swagger/api/v1/auth/google_controller_spec.rb	90	let(:payload) { { id_token: 'fake_token' } }	CODE
LOW	spec/models/family/invitation_spec.rb	159	valid_emails = ['test@example.com', 'user.name@domain.co.uk', 'user+tag@example.org']	CODE
LOW	spec/requests/auth/account_links_spec.rb	6	let(:user) { create(:user, email: 'user@example.com') }	CODE
LOW	spec/requests/admin/settings_spec.rb	505	expect(form.css('input[type="number"]').map { \|input\| input['placeholder'] }).to eq(%w[51.3402 12.3712])	CODE
LOW	spec/requests/users/registrations_spec.rb	124	email: 'user@example.com',	CODE
LOW	spec/requests/users/registrations_spec.rb	132	new_user = User.find_by(email: 'user@example.com')	CODE
LOW	spec/requests/api/v1/auth/google_spec.rb	26	post '/api/v1/auth/google', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/google_spec.rb	37	post '/api/v1/auth/google', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/google_spec.rb	55	post '/api/v1/auth/google', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/google_spec.rb	88	post '/api/v1/auth/google', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/google_spec.rb	103	post '/api/v1/auth/google', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/google_spec.rb	107	post '/api/v1/auth/google', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/google_spec.rb	124	post '/api/v1/auth/google', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/google_spec.rb	127	post '/api/v1/auth/google', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/google_spec.rb	148	post '/api/v1/auth/google', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/google_spec.rb	167	post '/api/v1/auth/google', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/google_spec.rb	185	post '/api/v1/auth/google', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/apple_spec.rb	26	post '/api/v1/auth/apple', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/apple_spec.rb	37	post '/api/v1/auth/apple', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/apple_spec.rb	55	post '/api/v1/auth/apple', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/apple_spec.rb	83	post '/api/v1/auth/apple', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/apple_spec.rb	103	post '/api/v1/auth/apple', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/apple_spec.rb	118	post '/api/v1/auth/apple', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/apple_spec.rb	122	post '/api/v1/auth/apple', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/apple_spec.rb	139	post '/api/v1/auth/apple', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/apple_spec.rb	142	post '/api/v1/auth/apple', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/apple_spec.rb	163	post '/api/v1/auth/apple', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/apple_spec.rb	182	post '/api/v1/auth/apple', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/apple_spec.rb	199	post '/api/v1/auth/apple', params: { id_token: 'fake_token' }	CODE
LOW	spec/requests/api/v1/auth/apple_spec.rb	220	post '/api/v1/auth/apple', params: { id_token: 'fake_token' }	CODE
LOW	spec/views/map/timeline_feeds/day_spec.rb	107	expect(field['placeholder']).to eq('Corner Cafe')	CODE
LOW	spec/helpers/application_helper_spec.rb	27	let(:fake_user) { double(plan_restricted?: true, generate_subscription_token: 'test_token') }	CODE
LOW	spec/helpers/application_helper_spec.rb	30	allow(helper).to receive(:current_user).and_return(fake_user)	CODE
LOW	spec/helpers/application_helper_spec.rb	87	allow(user).to receive(:generate_subscription_token).and_return('fake_token')	CODE
LOW	spec/helpers/application_helper_spec.rb	89	expect(helper.subscription_upgrade_url(user)).to eq('https://manager.example.com/auth/dawarich?token=fake_token')	CODE
LOW	spec/services/auth/verify_google_token_spec.rb	27	.and_return({ 'sub' => 'google-user-id', 'email' => 'user@example.com' })	CODE
LOW	spec/services/auth/verify_google_token_spec.rb	31	expect(result).to eq(sub: 'google-user-id', email: 'user@example.com')	CODE
LOW	spec/services/auth/verify_apple_token_spec.rb	38	email: 'user@example.com',	CODE
LOW	spec/services/auth/verify_apple_token_spec.rb	49	expect(claims[:email]).to eq('user@example.com')	CODE
LOW	spec/services/auth/verify_apple_token_spec.rb	95	email: 'user@example.com',	CODE
LOW	spec/services/auth/verify_apple_token_spec.rb	113	email: 'user@example.com',	CODE
LOW	spec/services/visits/names/builder_spec.rb	75	'street' => '123 Main St',	CODE
LOW	spec/services/visits/names/builder_spec.rb	102	'street' => '123 Main St',	CODE
LOW	spec/services/visits/names/suggester_spec.rb	127	'street' => '123 Main St',	CODE
LOW	…c/services/reverse_geocoding/places/fetch_data_spec.rb	767	expect(place.name).to include('123 Main Street')	CODE
LOW	spec/services/users/export_data/points_spec.rb	48	geodata: { 'address' => '123 Main St' },	CODE
LOW	spec/services/users/export_data/points_spec.rb	101	'geodata' => '{"address": "123 Main St"}', # JSON string	CODE
LOW	spec/services/users/import_data/places_spec.rb	14	'geodata' => { 'address' => '123 Main St' },	CODE
LOW	spec/services/users/import_data/places_spec.rb	47	expect(home_place.geodata).to eq('address' => '123 Main St')	CODE

Decorative Section Separators12 hits · 51 pts

Severity	File	Line	Snippet	Context
MEDIUM	config/initializers/posthog.rb	9	# ============================================================================	COMMENT
MEDIUM	config/initializers/posthog.rb	11	# ============================================================================	COMMENT
MEDIUM⚡	config/initializers/posthog.rb	52	# ============================================================================	COMMENT
MEDIUM⚡	config/initializers/posthog.rb	54	# ============================================================================	COMMENT
MEDIUM⚡	config/initializers/posthog.rb	60	# ============================================================================	COMMENT
MEDIUM⚡	config/initializers/posthog.rb	62	# ============================================================================	COMMENT
MEDIUM⚡	config/initializers/posthog.rb	69	# ============================================================================	COMMENT
MEDIUM⚡	config/initializers/posthog.rb	71	# ============================================================================	COMMENT
MEDIUM⚡	config/initializers/posthog.rb	108	# ============================================================================	COMMENT
MEDIUM⚡	config/initializers/posthog.rb	110	# ============================================================================	COMMENT
MEDIUM⚡	config/initializers/posthog.rb	119	# ============================================================================	COMMENT
MEDIUM⚡	config/initializers/posthog.rb	121	# ============================================================================	COMMENT

Redundant / Tautological Comments22 hits · 34 pts

Severity	File	Line	Snippet	Context
LOW	app/models/concerns/distanceable.rb	33	# Check if lonlat exists and is valid	COMMENT
LOW	app/models/concerns/distanceable.rb	77	# Check if Geocoder returned NaN or infinite value	COMMENT
LOW	app/models/concerns/distanceable.rb	272	# Check if Geocoder returned valid distance	COMMENT
LOW	app/jobs/tracks/time_chunk_processor_job.rb	107	# Check if segment overlaps with the actual chunk range (not buffer)	COMMENT
LOW	app/controllers/insights_controller.rb	173	# Check if essential data is missing	COMMENT
LOW	app/controllers/insights_controller.rb	176	# Check if stats have been updated since digest was last calculated	COMMENT
LOW	app/controllers/concerns/safe_timestamp_parser.rb	20	# Check if it's a valid parse by seeing if year is suspiciously at epoch	COMMENT
LOW⚡	app/helpers/insights_helper.rb	31	# Check if previous month exists in available months (same year only for simplicity)	COMMENT
LOW⚡	app/helpers/insights_helper.rb	40	# Check if next month exists in available months (same year only for simplicity)	COMMENT
LOW	app/helpers/insights_helper.rb	176	# Check if activity breakdown has meaningful data	COMMENT
LOW	app/services/location_search/geocoding_service.rb	66	# Check if there's already a result within 100m	COMMENT
LOW	app/services/tracks/boundary_detector.rb	243	# Check if two tracks are spatially connected (endpoints are close)	COMMENT
LOW	app/services/tracks/boundary_detector.rb	268	# Check if two points are within the specified distance	COMMENT
LOW	app/services/tracks/time_chunker.rb	81	# Check if there are any points in the buffer range to avoid empty chunks	COMMENT
LOW	app/services/tracks/session_manager.rb	61	# Check if session exists	COMMENT
LOW	app/services/tracks/session_manager.rb	125	# Check if all chunks are completed	COMMENT
LOW	app/services/imports/source_detector.rb	188	# Check if it's a KMZ file (ZIP archive)	COMMENT
LOW	config/environments/production.rb	87	# Set this to true and configure the email server for immediate delivery to raise delivery errors.	COMMENT
LOW	config/environments/staging.rb	84	# Set this to true and configure the email server for immediate delivery to raise delivery errors.	COMMENT
LOW	config/initializers/00_random.rb	16	# Check if Random.urandom is available	COMMENT
LOW	spec/models/concerns/user_family_spec.rb	108	# Set started_at to well in the past so general tests can find their points.	COMMENT
LOW	…/services/google_maps/records_storage_importer_spec.rb	118	# Set up to capture batch sizes	COMMENT

Hallucination Indicators3 hits · 30 pts

Severity	File	Line	Snippet	Context
CRITICAL	app/models/place.rb	54	where(id: user.visits.active.confirmed.where.not(place_id: nil).select(:place_id))	CODE
CRITICAL	app/controllers/map/maplibre_controller.rb	54	point = current_user.scoped_points.without_raw_data.complete.not_anomaly.order(timestamp: :desc).first	CODE
CRITICAL	app/services/families/locations.rb	48	sharing_members.map { _1.points.without_raw_data.complete.not_anomaly.order(timestamp: :desc).first }.compact	CODE

Structural Annotation Overuse10 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW⚡	docker/web-entrypoint.sh	98	# Step 1: Database Setup	COMMENT
LOW⚡	docker/web-entrypoint.sh	104	# Step 2: Run migrations for all databases	COMMENT
LOW	app/models/concerns/soft_deletable.rb	6	# WARNING: This concern adds a default_scope that excludes soft-deleted records.	COMMENT
LOW	spec/requests/family_workflows_spec.rb	12	# Step 1: User1 creates a family	COMMENT
LOW	spec/requests/family_workflows_spec.rb	29	# Step 2: User1 invites User2	COMMENT
LOW	spec/requests/family_workflows_spec.rb	41	# Step 3: User2 views and accepts invitation	COMMENT
LOW⚡	spec/requests/family_workflows_spec.rb	57	# Step 4: User1 invites User3	COMMENT
LOW⚡	spec/requests/family_workflows_spec.rb	67	# Step 5: User3 accepts invitation	COMMENT
LOW⚡	spec/requests/family_workflows_spec.rb	74	# Step 6: Family owner views members on family show page	COMMENT
LOW⚡	spec/requests/family_workflows_spec.rb	79	# Step 7: Owner removes a member	COMMENT

Verbosity Indicators9 hits · 18 pts

Severity	File	Line	Snippet	Context
LOW⚡	docker/web-entrypoint.sh	98	# Step 1: Database Setup	COMMENT
LOW⚡	docker/web-entrypoint.sh	104	# Step 2: Run migrations for all databases	COMMENT
LOW	spec/requests/family_workflows_spec.rb	12	# Step 1: User1 creates a family	COMMENT
LOW	spec/requests/family_workflows_spec.rb	29	# Step 2: User1 invites User2	COMMENT
LOW	spec/requests/family_workflows_spec.rb	41	# Step 3: User2 views and accepts invitation	COMMENT
LOW⚡	spec/requests/family_workflows_spec.rb	57	# Step 4: User1 invites User3	COMMENT
LOW⚡	spec/requests/family_workflows_spec.rb	67	# Step 5: User3 accepts invitation	COMMENT
LOW⚡	spec/requests/family_workflows_spec.rb	74	# Step 6: Family owner views members on family show page	COMMENT
LOW⚡	spec/requests/family_workflows_spec.rb	79	# Step 7: Owner removes a member	COMMENT

AI Slop Vocabulary4 hits · 10 pts

Severity	File	Line	Snippet	Context
MEDIUM	app/javascript/maps_maplibre/utils/route_segmenter.js	134	// Stitch segments at ±180° with interpolated latitude for seamless rendering	COMMENT
LOW	app/controllers/visits_controller.rb	145	# name the picker just set.	COMMENT
MEDIUM	app/services/tracks/track_builder.rb	12	# 3. Calculates comprehensive statistics: distance, duration, average speed	COMMENT
MEDIUM	config/initializers/rswag_api.rb	12	# For example, you could leverage this to dynamically assign the "host" property	COMMENT

Magic Placeholder Names2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	CHANGELOG.md	3320	- Fix authentication to `GET /api/v1/countries/visited_cities` with header `Authorization: Bearer YOUR_API_KEY` instead	CODE
HIGH	CHANGELOG.md	3616	Authorization: Bearer YOUR_API_KEY	CODE

Example Usage Blocks4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	app/models/concerns/distance_convertible.rb	14	# Usage:	COMMENT
LOW	app/services/transportation_modes/detector.rb	10	# Usage:	COMMENT
LOW	app/services/tracks/track_builder.rb	31	# Example usage:	COMMENT
LOW	app/services/tracks/segmentation.rb	34	# Example usage:	COMMENT

Slop Phrases2 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	config/locales/en.yml	1322	don_t_forget_to_include_logs_from: ", don't forget to include logs from"	CODE
MEDIUM	spec/spec_helper.rb	55	# with RSpec, but feel free to customize to your heart's content.	COMMENT

Freika/dawarich

Open-Source Code Quality, Security and Technical Debt Review