1.8

Adjusted Signal

1.8

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

15.8K

Stars

C++

Language

1.3M

Lines of Code

7.6K

Files

2.4K

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 8.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 2349 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.4/100 · LOW

Are imports declared and package/API names verified? 39 finding(s).

Agent Over-Engineering Ratio 1.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 298 finding(s).

PR Review Velocity Impact 9.8/100 · LOW

Which changes need focused human review? 2419 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 4HIGH 15MEDIUM 29LOW 2371

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 2419 distinct pattern matches across 17 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Over-Commented Block1938 hits · 1612 pts

Severity	File	Line	Snippet	Context
LOW	defines.hpp	1	#pragma once	COMMENT
LOW	defines.hpp	21	#define WAYS_FILE "ways.dat"	COMMENT
LOW	defines.hpp	41	#define POSTCODE_POINTS_FILE_TAG "postcode_points"	COMMENT
LOW	defines.hpp	61	#define ISOLINES_INFO_FILE_TAG "isolines_info"	COMMENT
LOW	defines.hpp	81	#define COUNTRIES_META_FILE "countries_meta.txt"	COMMENT
LOW	defines.hpp	101		COMMENT
LOW	defines.hpp	121	#define LOCALIZATION_DESCRIPTION_SUFFIX " Description"	COMMENT
LOW	private.h	1	#pragma once	COMMENT
LOW	precompiled_headers.hpp	1	#pragma once	COMMENT
LOW	precompiled_headers.hpp	21	#include <string>	COMMENT
LOW	xcode/minizip/mz_config.h	1	#ifndef MZ_CONFIG_H	COMMENT
LOW	tools/track_analyzing/serialization.hpp	1	#pragma once	COMMENT
LOW	tools/track_analyzing/track_matcher.hpp	1	#pragma once	COMMENT
LOW	tools/track_analyzing/log_parser.cpp	1	#include "track_analyzing/log_parser.hpp"	COMMENT
LOW	tools/track_analyzing/utils.hpp	1	#pragma once	COMMENT
LOW	tools/track_analyzing/track_archive_reader.cpp	1	#include "track_analyzing/track_archive_reader.hpp"	COMMENT
LOW	tools/track_analyzing/track_archive_reader.cpp	61	/// \brief Parse log records with tracks produced by track_archiver.	COMMENT
LOW	…g/track_analyzing_tests/track_archive_reader_tests.cpp	1	#include "testing/testing.hpp"	COMMENT
LOW	tools/track_analyzing/track_analyzer/cmd_track.cpp	1	#include "track_analyzing/track.hpp"	COMMENT
LOW	tools/track_analyzing/track_analyzer/utils.cpp	1	#include "track_analyzing/track_analyzer/utils.hpp"	COMMENT
LOW	tools/track_analyzing/track_analyzer/cmd_tracks.cpp	1	#include "track_analyzing/track.hpp"	COMMENT
LOW	tools/track_analyzing/track_analyzer/cmd_gpx.cpp	1	#include "track_analyzing/track.hpp"	COMMENT
LOW	tools/track_analyzing/track_analyzer/cmd_table.cpp	1	#include "track_analyzing/track_analyzer/crossroad_checker.hpp"	COMMENT
LOW	tools/track_analyzing/track_analyzer/cmd_table.cpp	21	#include "indexer/feature_data.hpp"	COMMENT
LOW	…ols/track_analyzing/track_analyzer/cmd_balance_csv.hpp	1	#pragma once	COMMENT
LOW	tools/track_analyzing/track_analyzer/cmd_match.cpp	1	#include "track_analyzing/track_analyzer/utils.hpp"	COMMENT
LOW	tools/poly_borders/borders_data.cpp	1	#include "poly_borders/borders_data.hpp"	COMMENT
LOW	tools/poly_borders/help_structures.hpp	1	#pragma once	COMMENT
LOW	…/poly_borders/poly_borders_tests/mark_points_tests.cpp	1	#include "poly_borders/poly_borders_tests/tools.hpp"	COMMENT
LOW	tools/python/translate.py	221	# "ht", # Haitian Creole	COMMENT
LOW	tools/python/translate.py	241	# "mai", # Maithili	COMMENT
LOW	tools/python/translate.py	281	# "tk", # Turkmen	COMMENT
LOW	…s/python/maps_generator/var/etc/stats_types_config.txt	1	# This file is used to calculate statistics by type.	COMMENT
LOW	tools/python/airmaps/sandbox/airmaps/airflow.cfg	41	log_processor_filename_template = {{ filename }}.log	COMMENT
LOW	tools/python/airmaps/sandbox/airmaps/airflow.cfg	61	# their website	COMMENT
LOW	tools/python/airmaps/sandbox/airmaps/airflow.cfg	81	# no limit will be placed on the total number of concurrent connections. Defaults to 10.	COMMENT
LOW	tools/python/airmaps/sandbox/airmaps/airflow.cfg	281	# Ldap group filtering requires using the ldap backend	COMMENT
LOW	tools/python/airmaps/sandbox/airmaps/airflow.cfg	361	# The app name that will be used by celery	COMMENT
LOW	tools/python/airmaps/sandbox/airmaps/airflow.cfg	381	# the port on which the logs are served. It needs to be unused, and open	COMMENT
LOW	tools/python/airmaps/sandbox/airmaps/airflow.cfg	441	# http://docs.celeryproject.org/en/latest/userguide/configuration.html#std:setting-broker_transport_options	COMMENT
LOW	tools/python/airmaps/sandbox/airmaps/airflow.cfg	501		COMMENT
LOW	tools/python/airmaps/sandbox/airmaps/airflow.cfg	521	# - complexity of query predicate	COMMENT
LOW	tools/python/airmaps/sandbox/airmaps/airflow.cfg	581	# 'airflow run <dag_id> <task_id> <execution_date> --local -p <pickle_id>'	COMMENT
LOW	tools/python/airmaps/sandbox/airmaps/airflow.cfg	701	git_branch =	COMMENT
LOW	tools/python/airmaps/sandbox/airmaps/airflow.cfg	721	# gitSshKey: <base64_encoded_data>	COMMENT
LOW	tools/python/airmaps/sandbox/airmaps/airflow.cfg	741	# add `git_sync_credentials_secret = <secret_name>` to your airflow config under the kubernetes section	COMMENT
LOW	tools/python/airmaps/sandbox/airmaps/airflow.cfg	761	# See the Kubernetes RBAC documentation for more:	COMMENT
LOW	tools/python/airmaps/sandbox/airmaps/airflow.cfg	781	# config_file =	COMMENT
LOW	tools/python/airmaps/sandbox/airmaps/airflow.cfg	821	# The Key-value annotations pairs to be given to worker pods.	COMMENT
LOW	tools/python/airmaps/sandbox/airmaps/airflow.cfg	841	# Secrets in this section are defined as follows	COMMENT
LOW	tools/python/airmaps/sandbox/airmaps/airmaps.ini	41	[Logging]	COMMENT
LOW	tools/python/airmaps/sandbox/airmaps/airmaps.ini	61	# POPULARITY_URL:	COMMENT
LOW	tools/python/post_generation/hierarchy_to_countries.py	1	# Produces countries.json from hierarchy.txt	COMMENT
LOW	tools/track_generator/utils.cpp	1	#include "track_generator/utils.hpp"	COMMENT
LOW	tools/track_generator/utils.cpp	41	size_t consecutiveNumber = 1;	COMMENT
LOW	tools/unix/version.sh	1	#!/bin/bash	COMMENT
LOW	tools/unix/update_boost_headers.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/unix/maps/generate_subways.sh	1	#!/bin/bash	COMMENT
LOW	tools/topography_generator/generator.cpp	1	#include "topography_generator/generator.hpp"	COMMENT
LOW	tools/openlr/score_candidate_paths_getter.cpp	1	#include "openlr/score_candidate_paths_getter.hpp"	COMMENT
1878 more matches not shown…

Hyper-Verbose Identifiers267 hits · 292 pts

Severity	File	Line	Snippet	Context
LOW	tools/python/translate.py	438	def get_supported_categories_txt_languages() -> List[str]:	CODE
LOW⚡	tools/python/test_drape_queue_stress.py	90	def test_millisecond_clock_anchor(self):	CODE
LOW⚡	tools/python/test_drape_queue_stress.py	95	def test_clock_anchor_android_formats(self):	CODE
LOW⚡	tools/python/test_drape_queue_stress.py	105	def test_proc_stat_with_spaces_and_parentheses(self):	CODE
LOW⚡	tools/python/test_drape_queue_stress.py	110	def test_disjoint_motion_windows_do_not_create_false_stalls(self):	CODE
LOW⚡	tools/python/test_drape_queue_stress.py	123	def test_single_part_snapshot(self):	CODE
LOW⚡	tools/python/test_drape_queue_stress.py	128	def test_reassembly_allows_interleaved_renderers(self):	CODE
LOW⚡	tools/python/test_drape_queue_stress.py	137	def test_duplicate_conflicting_and_missing_chunks(self):	CODE
LOW⚡	tools/python/test_drape_queue_stress.py	147	def test_missing_whole_sample_and_invalid_metadata(self):	CODE
LOW⚡	tools/python/test_drape_queue_stress.py	180	def test_complete_capture_passes(self):	CODE
LOW⚡	tools/python/test_drape_queue_stress.py	187	def test_host_sleep_invalidates_otherwise_complete_capture(self):	CODE
LOW⚡	tools/python/test_drape_queue_stress.py	193	def test_distributed_stress_disables_original_reference_gates(self):	CODE
LOW⚡	tools/python/test_drape_queue_stress.py	282	def test_capture_quality_failures_cannot_pass(self):	CODE
LOW⚡	tools/python/test_drape_queue_stress.py	292	def test_counter_conservation_and_missing_renderer_fail(self):	CODE
LOW⚡	tools/python/test_drape_queue_stress.py	298	def test_stale_queue_tail_fails(self):	CODE
LOW⚡	tools/python/test_drape_queue_stress.py	302	def test_sparse_rss_samples_fail(self):	CODE
LOW⚡	tools/python/test_drape_queue_stress.py	307	def test_rss_polling_gaps_fail_including_capture_boundaries(self):	CODE
LOW⚡	tools/python/test_drape_queue_stress.py	316	def test_app_restart_or_ring_overrun_fails(self):	CODE
LOW⚡	tools/python/test_drape_queue_stress.py	323	def test_memory_and_queue_regressions_fail(self):	CODE
LOW⚡	tools/python/test_drape_queue_stress.py	462	def test_plain_id_parses_root_and_shell(self):	CODE
LOW⚡	tools/python/test_drape_queue_stress.py	469	def test_already_root_does_not_restart_adbd(self):	CODE
LOW⚡	tools/python/test_drape_queue_stress.py	475	def test_root_reconnect_waits_past_old_transport(self):	CODE
LOW	tools/python/test_drape_queue_stress.py	39	def test_random_delays_are_reproducible_and_preserve_viewports(self):	CODE
LOW	tools/python/test_drape_queue_stress.py	54	def test_limits_use_recorded_batched_reference(self):	CODE
LOW	tools/python/test_drape_queue_stress.py	59	def test_ready_workload_uses_distinct_map_wide_targets_in_both_phases(self):	CODE
LOW	tools/python/test_drape_queue_stress.py	79	def test_distributed_stress_preserves_ready_targets_without_barriers(self):	CODE
LOW	tools/python/test_drape_queue_stress.py	204	def test_random_delays_use_actual_durations_without_reference_gates(self):	CODE
LOW	tools/python/test_drape_queue_stress.py	235	def test_missing_phase_or_finish_fails(self):	CODE
LOW	tools/python/test_drape_queue_stress.py	255	def test_ready_throughput_excludes_holds_and_has_no_stress_gates(self):	CODE
LOW	tools/python/test_drape_queue_stress.py	271	def test_missing_duplicate_failed_or_premature_ready_ack_cannot_pass(self):	CODE
LOW	tools/python/test_drape_queue_stress.py	334	def test_cpu_and_fps_are_report_only(self):	CODE
LOW	tools/python/test_drape_queue_stress.py	340	def test_existing_output_never_calls_adb_or_overwrites(self):	CODE
LOW	tools/python/test_drape_queue_stress.py	392	def test_fresh_apk_and_host_map_replace_benchmark_fixture(self):	CODE
LOW	tools/python/test_drape_queue_stress.py	405	def test_install_failure_with_zero_or_nonzero_exit_code_stops_setup(self):	CODE
LOW	tools/python/test_drape_queue_stress.py	416	def test_map_path_comes_from_apk_catalog_and_repository_data(self):	CODE
LOW	tools/python/test_drape_queue_stress.py	430	def test_missing_or_empty_host_map_fails_before_emulator_access(self):	CODE
LOW	tools/python/test_drape_queue_stress.py	488	def test_nonrootable_image_fails_explicitly(self):	CODE
LOW	tools/python/test_drape_queue_stress.py	495	def test_root_timeout_is_bounded(self):	CODE
LOW	tools/python/add_string.py	120	def remove_regional_duplicates(translations: Dict[str, str]) -> Dict[str, str]:	STRING
LOW	tools/python/testlog_to_xml_converter.py	170	def check_for_testcase_boundaries(self, line):	CODE
LOW⚡	tools/python/validate_translation_keys_test.py	40	def test_strings_bundle_ternary_lines(self):	CODE
LOW⚡	tools/python/validate_translation_keys_test.py	46	def test_strings_bundle_literal(self):	CODE
LOW⚡	tools/python/validate_translation_keys_test.py	52	def test_strings_bundle_ternary(self):	CODE
LOW⚡	tools/python/validate_translation_keys_test.py	74	def test_unrelated_keys_member_is_ignored(self):	CODE
LOW⚡	tools/python/validate_translation_keys_test.py	78	def test_unrelated_category_literal_is_ignored(self):	CODE
LOW⚡	tools/python/validate_translation_keys_test.py	81	def test_dynamic_key_not_captured(self):	CODE
LOW⚡	tools/python/validate_translation_keys_test.py	136	def test_qt_only_reference_needs_no_mobile_tags(self):	CODE
LOW⚡	tools/python/validate_translation_keys_test.py	140	def test_qt_reuses_mobile_translation_with_both_tags(self):	CODE
LOW⚡	tools/python/validate_translation_keys_test.py	147	def test_qt_reference_requires_qt_tag(self):	CODE
LOW⚡	tools/python/validate_translation_keys_test.py	153	def test_shared_core_reference_requires_qt_tag(self):	CODE
LOW⚡	tools/python/validate_translation_keys_test.py	161	def test_shared_core_reference_justifies_qt_tag(self):	CODE
LOW⚡	tools/python/validate_translation_keys_test.py	168	def test_missing_qt_definition_reports_source_line(self):	CODE
LOW⚡	tools/python/validate_translation_keys_test.py	178	def test_unused_qt_definition_is_rejected(self):	CODE
LOW⚡	tools/python/validate_translation_keys_test.py	184	def test_qt_reference_does_not_justify_android_tag(self):	CODE
LOW⚡	tools/python/validate_translation_keys_test.py	191	def test_qt_reference_does_not_justify_apple_tag(self):	CODE
LOW⚡	tools/python/validate_translation_keys_test.py	198	def test_unrelated_tr_call_outside_qt_does_not_keep_key_alive(self):	CODE
LOW⚡	tools/python/validate_translation_keys_test.py	205	def test_swift_and_objc_literal(self):	CODE
LOW⚡	tools/python/validate_translation_keys_test.py	238	def test_nslocalizedstring_comment_not_captured(self):	CODE
LOW⚡	tools/python/validate_translation_keys_test.py	244	def test_url_is_not_an_l_call(self):	CODE
LOW⚡	tools/python/validate_translation_keys_test.py	249	def test_r_string_java_kotlin(self):	CODE
207 more matches not shown…

Deep Nesting69 hits · 68 pts

Severity	File	Line	Context
LOW	tools/python/propagate_ios_l11s.py	4	CODE
LOW	tools/python/translate.py	325	CODE
LOW	tools/python/translate.py	360	CODE
LOW	tools/python/translate.py	419	CODE
LOW	tools/python/test_drape_queue_stress.py	430	CODE
LOW	tools/python/add_string.py	36	CODE
LOW	tools/python/categories_converter.py	67	CODE
LOW	tools/python/po_parser.py	60	CODE
LOW	tools/python/testlog_to_xml_converter.py	139	CODE
LOW	tools/python/mixed_to_geojson.py	41	CODE
LOW	tools/python/validate_translation_keys_test.py	86	CODE
LOW	tools/python/validate_translation_keys_test.py	105	CODE
LOW	tools/python/create_transformed_svg.py	100	CODE
LOW	tools/python/sort_categories.py	14	CODE
LOW	tools/python/generate_taginfo.py	22	CODE
LOW	tools/python/google_maps_bookmarks.py	137	CODE
LOW	tools/python/google_maps_bookmarks.py	197	CODE
LOW	tools/python/taxi_csv_to_json.py	11	CODE
LOW	tools/python/drape_queue_stress.py	325	CODE
LOW	tools/python/drape_queue_stress.py	597	CODE
LOW	tools/python/drape_queue_stress.py	922	CODE
LOW	tools/python/drape_queue_stress.py	345	CODE
LOW	tools/python/mwm_downloader.py	35	CODE
LOW	tools/python/check_store_metadata.py	280	CODE
LOW	tools/python/issues_db/fetch_issues.py	83	CODE
LOW	tools/python/issues_db/search_issues.py	51	CODE
LOW	tools/python/timezone/common.py	26	CODE
LOW	tools/python/borders/test_align_border_points.py	218	CODE
LOW	tools/python/borders/test_reconcile_borders.py	161	CODE
LOW	tools/python/borders/test_maintain_borders.py	209	CODE
LOW	tools/python/borders/test_maintain_borders.py	218	CODE
LOW	tools/python/borders/align_border_points.py	63	CODE
LOW	tools/python/borders/check_border_geometry.py	35	CODE
LOW	tools/python/borders/check_border_geometry.py	118	CODE
LOW	tools/python/borders/reconcile_borders.py	85	CODE
LOW	tools/python/borders/border_comparison.py	107	CODE
LOW	tools/python/borders/border_comparison.py	198	CODE
LOW	tools/python/borders/border_comparison.py	288	CODE
LOW	tools/python/borders/audit_borders.py	39	CODE
LOW	tools/python/borders/repair_backtracks.py	137	CODE
LOW	tools/python/borders/maintain_borders.py	190	CODE
LOW	tools/python/borders/maintain_borders.py	325	CODE
LOW	tools/python/maps_generator/__main__.py	112	CODE
LOW	tools/python/maps_generator/utils/file.py	60	CODE
LOW	tools/python/maps_generator/utils/file.py	201	CODE
LOW	tools/python/maps_generator/generator/logs_reader.py	152	CODE
LOW	tools/python/maps_generator/generator/logs_reader.py	60	CODE
LOW	tools/python/maps_generator/generator/statistics.py	70	CODE
LOW	tools/python/maps_generator/generator/statistics.py	127	CODE
LOW	tools/python/stylesheet/cat_stat.py	19	CODE
LOW	tools/python/stylesheet/cat_stat.py	50	CODE
LOW	tools/python/stylesheet/drules_info.py	27	CODE
LOW	tools/python/stylesheet/webcolors/webcolors.py	846	CODE
LOW	tools/python/transit/transit_graph_generator.py	167	CODE
LOW	tools/python/planet_checks/validate_continents.py	28	CODE
LOW	tools/python/planet_checks/validate_continents.py	72	CODE
LOW	tools/python/planet_checks/validate_countries.py	93	CODE
LOW	tools/python/planet_checks/validate_countries.py	375	CODE
LOW	tools/python/planet_checks/validate_countries.py	398	CODE
LOW	tools/python/planet_checks/validate_countries.py	507	CODE
9 more matches not shown…

AI Slop Vocabulary17 hits · 54 pts

Severity	File	Line	Snippet	Context
MEDIUM	tools/python/airmaps/sandbox/airmaps/airflow.cfg	137	# Can be used to de-elevate a sudo user running Airflow when executing tasks	COMMENT
MEDIUM	3party/robust/predicates.c	28	/* from the Web page http://www.cs.cmu.edu/~quake/robust.html . */	COMMENT
MEDIUM	3party/bsdiff-courgette/bsdiff/bsdiff.h	55	// 2005-05-18 - Use the same CRC algorithm as bzip2, and leverage the CRC table	COMMENT
MEDIUM	…/platform/platform_tests/http_client_qt_http2_test.cpp	21	// QUrl::host() lowercases hosts, but the predicate is robust to mixed case regardless.	COMMENT
MEDIUM	libs/search/house_numbers_matcher.cpp	32	/// @todo By VNG: This list looks hillarious :) Definitely should set some lower bound number	COMMENT
MEDIUM	libs/search/locality_scorer.cpp	356	// artifacts, and to make sorting by similarity more robust, as 1e-6	COMMENT
MEDIUM	libs/kml/serdes_common.cpp	74	// A robust solution requires parsing invalid XML on loading (then users can restore "bad" XML files), see	COMMENT
MEDIUM	libs/kml/serdes_common.cpp	76	// When a robust solution is implemented, this workaround can be removed for better performance/battery.	COMMENT
MEDIUM	libs/drape/texture_manager.hpp	228	// TODO(AB): Make a more robust use of BreakIterator to split strings and get rid of this space glyph.	COMMENT
MEDIUM	libs/geometry/robust_orientation.hpp	16	/// Same as CrossProduct(p1 - p, p2 - p), but uses robust calculations.	COMMENT
MEDIUM	libs/geometry/robust_orientation.hpp	136	} // namespace robust	CODE
MEDIUM⚡	libs/geometry/robust_orientation.cpp	18	#include "3party/robust/predicates.c"	COMMENT
MEDIUM⚡	libs/geometry/robust_orientation.cpp	23	#include "3party/robust/predicates.c"	COMMENT
MEDIUM⚡	libs/geometry/robust_orientation.cpp	26	#include "3party/robust/predicates.c"	COMMENT
MEDIUM	libs/geometry/robust_orientation.cpp	67	} // namespace m2::robust	CODE
MEDIUM	libs/geometry/simplification.hpp	89	// Essentially, it's a trade-off between optimality and performance.	COMMENT
MEDIUM	…ava/app/organicmaps/routing/ManageRouteController.java	163	// instanceof is robust against transient binding-adapter resolution inside ConcatAdapter.	COMMENT

Structural Annotation Overuse29 hits · 45 pts

Severity	File	Line	Snippet	Context
LOW⚡	…g/track_analyzing_tests/track_archive_reader_tests.cpp	52	// Step 1: Test data	COMMENT
LOW⚡	…g/track_analyzing_tests/track_archive_reader_tests.cpp	62	// Step 2: Generate archive	COMMENT
LOW⚡	tools/python/add_string.py	208	# Step 1: Get translations via DeepL	STRING
LOW⚡	tools/python/add_string.py	211	# Step 2: Get Google translations for languages not supported by DeepL	STRING
LOW⚡	tools/python/add_string.py	216	# Step 3: Proofread with Gemini	STRING
LOW⚡	tools/python/add_string.py	220	# Step 4: Remove regional duplicates	STRING
LOW⚡	tools/python/add_string.py	226	# Step 5: Format and write to strings.txt	STRING
LOW	tools/unix/test_planet.sh	26	# Step 1: analyze logs and find errors	COMMENT
LOW	tools/unix/test_planet.sh	107	# Step 4: run integration tests	COMMENT
LOW⚡	tools/android/download_vulkan_validation_layers.py	9	# Step 1: Download zip archive	COMMENT
LOW⚡	tools/android/download_vulkan_validation_layers.py	19	# Step 2: Unzip archive	COMMENT
LOW⚡	tools/android/download_vulkan_validation_layers.py	26	# Step 3: Rename unpacked folder to "jniLibs" and move it to "android/app/src/main"	COMMENT
LOW	.agents/skills/om-review/SKILL.md	69	### Step 1: Determine Scope	COMMENT
LOW	.agents/skills/om-review/SKILL.md	374	### Step 2: Gather Context	COMMENT
LOW	.agents/skills/om-review/SKILL.md	538	### Step 3: Review Checklists	COMMENT
LOW	.agents/skills/om-review/SKILL.md	952	### Step 4: Generate Report	COMMENT
LOW	.agents/skills/om-review/SKILL.md	1053	### Step 5: Post to GitHub (if --post flag)	COMMENT
LOW	.claude/skills/om-review/SKILL.md	69	### Step 1: Determine Scope	COMMENT
LOW	.claude/skills/om-review/SKILL.md	374	### Step 2: Gather Context	COMMENT
LOW	.claude/skills/om-review/SKILL.md	538	### Step 3: Review Checklists	COMMENT
LOW	.claude/skills/om-review/SKILL.md	952	### Step 4: Generate Report	COMMENT
LOW	.claude/skills/om-review/SKILL.md	1053	### Step 5: Post to GitHub (if --post flag)	COMMENT
LOW⚡	libs/timezone/timezone.cpp	95	// Step 1: Convert local → UTC handling DST ambiguity	COMMENT
LOW⚡	libs/timezone/timezone.cpp	98	// Step 2: Convert UTC → dst local	COMMENT
LOW	.github/skills/om-review.md	69	### Step 1: Determine Scope	COMMENT
LOW	.github/skills/om-review.md	374	### Step 2: Gather Context	COMMENT
LOW	.github/skills/om-review.md	538	### Step 3: Review Checklists	COMMENT
LOW	.github/skills/om-review.md	952	### Step 4: Generate Report	COMMENT
LOW	.github/skills/om-review.md	1053	### Step 5: Post to GitHub (if --post flag)	COMMENT

Hallucination Indicators4 hits · 40 pts

Severity	File	Line	Snippet	Context
CRITICAL	…oid/app/src/main/java/app/organicmaps/MwmActivity.java	1218	final boolean isLightMode = !app.organicmaps.sdk.util.Utils.isDarkMode(this);	CODE
CRITICAL	…java/app/organicmaps/car/screens/NavigationScreen.java	227	new androidx.car.app.navigation.model.RoutingInfo.Builder();	CODE
CRITICAL	…organicmaps/car/screens/bookmarks/BookmarksLoader.java	206	.Builder(IconCompat.createWithBitmap(app.organicmaps.sdk.util.Graphics.drawableToBitmap(drawable)))	CODE
CRITICAL	…ps/car/screens/download/DownloadMapsScreenBuilder.java	81	case BuildRoute -> new app.organicmaps.car.screens.download.DownloadMapsForRouteScreen(this);	CODE

Empty Error Handlers7 hits · 35 pts

Severity	File	Line	Snippet	Context
HIGH	tools/python/drape_queue_stress.py	797	except OSError:	CODE
HIGH	tools/python/drape_queue_stress.py	813	except subprocess.SubprocessError:	CODE
HIGH	tools/python/drape_queue_stress.py	1011	except subprocess.SubprocessError:	CODE
HIGH	tools/python/drape_queue_stress.py	439	except (KeyError, ValueError, IndexError):	CODE
HIGH	tools/python/issues_db/fetch_issues.py	67	except (FileNotFoundError, OSError, subprocess.SubprocessError):	CODE
HIGH	tools/python/test_server/start_server.py	84	except OSError:	CODE
HIGH	tools/android/set_up_android.py	8	except NameError:	CODE

Cross-Language Confusion8 hits · 35 pts

Severity	File	Line	Snippet	Context
HIGH	tools/python/test_server/server/ResponseProvider.py	75	return "{}: {}: {}".format(self.response_code(), self.length(), self.message())	CODE
HIGH	tools/python/test_server/server/tornado_handler.py	37	self.add_header("Content-Length", payload.length())	CODE
HIGH	tools/python/test_server/server/tornado_handler.py	77	self.add_header("Content-Length", payload.length())	CODE
HIGH	tools/python/test_server/server/testserver.py	146	self.send_header("Content-Length", payload.length())	STRING
HIGH	tools/python/test_server/server/testserver.py	178	self.send_header("Content-Length", payload.length())	STRING
HIGH⚡	tools/python/borders/test_border_geometry.py	58	self.assertTrue(difference.equals(GeometryCollection([LineString([(2, 0), (3, 0)]), Point(6, 0)])))	CODE
HIGH	tools/python/borders/test_repair_backtracks.py	119	self.assertTrue(coverage.equals(filled(repaired)))	CODE
HIGH	tools/python/planet_checks/validate_big_cities.py	7	node[place=city](if:t["population"] >= 200000 \|\| t["capital"]=='yes');	STRING

Excessive Try-Catch Wrapping21 hits · 30 pts

Severity	File	Line	Snippet	Context
MEDIUM	tools/python/translate.py	320	print("Error: DEEPL_FREE_API_KEY or DEEPL_API_KEY env variables are not set")	CODE
MEDIUM	tools/python/translate.py	330	print(f"Error running {TRANS_CMD} program:")	CODE
MEDIUM	tools/python/translate.py	354	print(f"Error running {TRANS_CMD} program:")	CODE
MEDIUM⚡	tools/python/translate.py	397	print("Error: DeepL rate limit exceeded after maximum retries.")	CODE
MEDIUM⚡	tools/python/translate.py	401	print(f"Error: DeepL API request failed with status code {response.status_code}")	CODE
MEDIUM	tools/python/translate.py	533	print("Error: translate-shell program for Google Translate is not installed.")	CODE
MEDIUM⚡	tools/python/add_string.py	200	print("Error: DEEPL_FREE_API_KEY or DEEPL_API_KEY environment variable is required")	STRING
LOW	tools/python/testlog_to_xml_converter.py	74	except Exception as ex:	CODE
MEDIUM	tools/python/sort_categories.py	149	print(f"Error: {input_file} not found")	STRING
LOW	tools/python/google_maps_bookmarks.py	227	except Exception:	CODE
LOW	tools/python/drape_queue_stress.py	499	except Exception as exc:	CODE
LOW	tools/python/issues_db/fetch_issues.py	209	except Exception:	CODE
LOW	tools/python/test_server/server/ResponseProvider.py	193	except Exception as e:	CODE
LOW	tools/python/test_server/server/testserver.py	98	except Exception as e:	CODE
LOW	tools/python/planet_checks/validate_continents.py	191	except Exception as e:	CODE
LOW	tools/python/planet_checks/validate_continents.py	217	except Exception as e:	CODE
LOW	tools/python/planet_checks/validate_countries.py	605	except Exception as e:	CODE
LOW	tools/python/planet_checks/validate_big_cities.py	209	except Exception as e:	CODE
LOW	tools/python/routing/run_heap_comparison_benchmark.py	246	except Exception as e:	CODE
LOW	tools/python/routing/run_comparison.py	91	except Exception as e:	CODE
LOW	tools/python/routing/run_comparison.py	105	except Exception as e:	CODE

Unused Imports27 hits · 27 pts

Severity	File	Line	Context
LOW	tools/python/Util.py	6	CODE
LOW	tools/python/InstrumentsTraceParser.py	3	CODE
LOW	tools/python/vector_drawable_to_svg.py	3	CODE
LOW	tools/python/categories_converter.py	3	CODE
LOW	tools/python/po_parser.py	3	CODE
LOW	tools/python/testlog_to_xml_converter.py	12	CODE
LOW	tools/python/mwm_downloader.py	4	CODE
LOW	tools/python/issues_db/db.py	2	CODE
LOW	tools/python/issues_db/fetch_issues.py	32	CODE
LOW	tools/python/issues_db/search_issues.py	16	CODE
LOW	tools/python/test_server/server/ResponseProvider.py	1	CODE
LOW	tools/python/test_server/server/tornado_handler.py	1	CODE
LOW	tools/python/test_server/server/testserver.py	15	CODE
LOW	tools/python/borders/check_border_geometry.py	20	CODE
LOW	tools/python/borders/audit_borders.py	20	CODE
LOW	tools/python/borders/audit_borders.py	22	CODE
LOW	tools/python/borders/audit_borders.py	22	CODE
LOW	tools/python/maps_generator/__init__.py	16	CODE
LOW	tools/python/maps_generator/utils/file.py	17	CODE
LOW	tools/python/maps_generator/generator/diffs.py	4	CODE
LOW	tools/python/maps_generator/generator/settings.py	4	CODE
LOW	tools/python/maps_generator/generator/status.py	1	CODE
LOW	tools/python/post_generation/hierarchy_to_countries.py	17	CODE
LOW	tools/android/set_up_android.py	2	CODE
LOW	libs/search/search_quality/scoring_model.py	3	CODE
LOW	libs/search/search_quality/scoring_model.py	9	CODE
LOW	libs/search/search_quality/scoring_model.py	13	CODE

Verbosity Indicators14 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW⚡	…g/track_analyzing_tests/track_archive_reader_tests.cpp	52	// Step 1: Test data	COMMENT
LOW⚡	…g/track_analyzing_tests/track_archive_reader_tests.cpp	62	// Step 2: Generate archive	COMMENT
LOW⚡	tools/python/add_string.py	208	# Step 1: Get translations via DeepL	STRING
LOW⚡	tools/python/add_string.py	211	# Step 2: Get Google translations for languages not supported by DeepL	STRING
LOW⚡	tools/python/add_string.py	216	# Step 3: Proofread with Gemini	STRING
LOW⚡	tools/python/add_string.py	220	# Step 4: Remove regional duplicates	STRING
LOW⚡	tools/python/add_string.py	226	# Step 5: Format and write to strings.txt	STRING
LOW	tools/unix/test_planet.sh	26	# Step 1: analyze logs and find errors	COMMENT
LOW	tools/unix/test_planet.sh	107	# Step 4: run integration tests	COMMENT
LOW⚡	tools/android/download_vulkan_validation_layers.py	9	# Step 1: Download zip archive	COMMENT
LOW⚡	tools/android/download_vulkan_validation_layers.py	19	# Step 2: Unzip archive	COMMENT
LOW⚡	tools/android/download_vulkan_validation_layers.py	26	# Step 3: Rename unpacked folder to "jniLibs" and move it to "android/app/src/main"	COMMENT
LOW⚡	libs/timezone/timezone.cpp	95	// Step 1: Convert local → UTC handling DST ambiguity	COMMENT
LOW⚡	libs/timezone/timezone.cpp	98	// Step 2: Convert UTC → dst local	COMMENT

Self-Referential Comments4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	tools/python/transit/transit_graph_generator.py	177	# Create a line for each itinerary.	COMMENT
MEDIUM	tools/python/transit/transit_graph_generator.py	194	# Create an edge for each connection of stops.	COMMENT
MEDIUM	tools/python/airmaps/sandbox/airmaps/airflow.cfg	313	# Define the color of navigation bar	COMMENT
MEDIUM	iphone/upload_to_appstore.sh	30	# Create a plist with upload options.	COMMENT

Redundant / Tautological Comments6 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW⚡	tools/python/translate.py	407	# Check if target_language is in DeepL list (case-insensitive)	COMMENT
LOW	tools/python/sort_categories.py	32	# Check if this is the start of a section	COMMENT
LOW	tools/python/sort_categories.py	56	# Check if this is the en: line	COMMENT
LOW	tools/python/sort_categories.py	147	# Check if input file exists	STRING
LOW	tools/python/airmaps/sandbox/airmaps/airflow.cfg	526	# Set this to 0 for no limit (not advised)	COMMENT
LOW	tools/unix/find_generator_tool.sh	6	# Set GENERATOR_TOOL to explicitly use one	COMMENT

Modern Structural Boilerplate3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	tools/python/mwm_downloader.py	32	logger = logging.getLogger(__name__)	CODE
LOW	tools/python/maps_generator/generator/logs_reader.py	14	logger = logging.getLogger(__name__)	CODE
LOW	tools/python/data/borders/__init__.py	14	logger = logging.getLogger(__name__)	CODE

TODO Padding2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	libs/tracking/connection.cpp	27	// TODO: implement handshake	COMMENT
LOW	…/java/app/organicmaps/sdk/location/PlatformSocket.java	133	// TODO: implement the custom KeyStore to make the self-signed certificates work	COMMENT

Slop Phrases2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	xcode/fastlane.sh	46	echo >&2 "(!) Please don't forget to commit changes at ../screenshots"	CODE
LOW	iphone/upload_to_appstore.sh	58	echo "Build was successfully uploaded! Please don't forget to tag it with release notes using:"	CODE

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	tools/python/city_radius.py	86	def process_data(steps_count, base, mult, bestFind = False, dataFlag = 0):	CODE

organicmaps/organicmaps

Open-Source Code Quality, Security and Technical Debt Review