1.5

Adjusted Signal

1.5

Raw Pattern Score

100%

Time Factor

2026-10-26

Last Push

6.8K

Stars

Dart

Language

314.2K

Lines of Code

857

Files

275

Pattern Hits

2026-10-31

Scan Date

0.02

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 4.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 253 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.3/100 · LOW

Are imports declared and package/API names verified? 15 finding(s).

Agent Over-Engineering Ratio 0.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 10 finding(s).

PR Review Velocity Impact 6.9/100 · LOW

Which changes need focused human review? 275 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 13HIGH 8MEDIUM 8LOW 246

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 275 distinct pattern matches across 12 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 Block227 hits · 217 pts

Severity	File	Line	Snippet	Context
LOW	analysis_options.yaml	41	# Instead of disabling a lint rule for the entire project in the	COMMENT
LOW	linux/packaging/flatpak/app.namida.Namida.yml	1	# Flatpak manifest for Namida.	COMMENT
LOW	scripts/splash.dart	21	// if (icon == _IconDetails.defaultIcon) {	COMMENT
LOW	scripts/splash.dart	41	void _renameAndroidFiles(String suffix) {	COMMENT
LOW	scripts/make_appimage.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/.obsolete/tr.dart	1	// ignore_for_file: avoid_print	COMMENT
LOW	scripts/.obsolete/tr.dart	81	String _getKey(String key) => languageMap[key] ?? languageMapDefault[key] ?? '';	COMMENT
LOW	scripts/.obsolete/tr.dart	101	// await for (final fileSystem in Directory(_languagesDirectoryPath).list()) {	COMMENT
LOW	scripts/.obsolete/tr.dart	141	// final lastPiece = langController.split(splitterTwo).last;	COMMENT
LOW	.github/workflows/release_beta.yml	1	# This workflow uses actions that are not certified by GitHub.	COMMENT
LOW	lib/ui/pages/sync_manager_page.dart	1161	required this.onSync,	COMMENT
LOW	lib/ui/pages/sync_manager_page.dart	1181	// ),	COMMENT
LOW	lib/ui/pages/playlists_page.dart	461	padding: const EdgeInsets.symmetric(horizontal: 12.0),	COMMENT
LOW	lib/ui/pages/playlists_page.dart	481	text: lang.add,	COMMENT
LOW	lib/ui/pages/subpages/most_played_subpage.dart	201	dateCustom: _rangeCenteredOnDay(dates.first, daysRadiusRx.value),	COMMENT
LOW	lib/ui/pages/subpages/most_played_subpage.dart	581	],	COMMENT
LOW	lib/ui/pages/subpages/most_played_subpage.dart	601	// newest: DateTime.fromMillisecondsSinceEpoch(rangeStartMS + intervalMS),	COMMENT
LOW	lib/ui/pages/subpages/most_played_subpage.dart	621	// color: isActive ? CurrentColor.inst.currentColorScheme.withOpacityExt(0.63) : theme.cardColor	COMMENT
LOW	lib/ui/pages/subpages/most_played_subpage.dart	641	// bgColor: theme.cardColor.withOpacityExt(0.2),	COMMENT
LOW	lib/ui/widgets/stats.dart	181	);	COMMENT
LOW	lib/ui/widgets/stats.dart	201	// super.initState();	COMMENT
LOW	lib/ui/widgets/stats.dart	221	// // -- only the peak gets a label, anything more turns the line into a wall of text.	COMMENT
LOW	lib/ui/widgets/stats.dart	241	// child: CAKineticPathReveal(	COMMENT
LOW	lib/ui/widgets/custom_widgets.dart	6801	// builder: (context, shuffleReflectInQueue) => NamidaTooltip(	COMMENT
LOW	lib/ui/widgets/jellyfish.dart	261		COMMENT
LOW	lib/ui/widgets/jellyfish.dart	781	///	COMMENT
LOW	lib/ui/widgets/jellyfish.dart	801	// void _swapArt() {	COMMENT
LOW	lib/ui/widgets/jellyfish.dart	821	// seed: 11,	COMMENT
LOW	lib/ui/widgets/jellyfish.dart	841	// child: Image.asset(	COMMENT
LOW	lib/ui/widgets/jellyfish.dart	861	// ),	COMMENT
LOW	lib/ui/widgets/jellyfish.dart	961	/// The full artwork, drifting slowly behind whatever sits on top of it.	COMMENT
LOW	lib/ui/widgets/custom_reorderable_list.dart	21	/// A callback used by [ReorderableList] to report that a list item has moved	COMMENT
LOW	lib/ui/widgets/custom_reorderable_list.dart	41	/// newIndex -= 1;	COMMENT
LOW	lib/ui/widgets/custom_reorderable_list.dart	61	///	COMMENT
LOW	lib/ui/widgets/custom_reorderable_list.dart	81	/// the start of an item drag and then start the reorder by calling	COMMENT
LOW	lib/ui/widgets/custom_reorderable_list.dart	141	/// The [IndexedWidgetBuilder] index parameter indicates the item's	COMMENT
LOW	lib/ui/widgets/custom_reorderable_list.dart	161	/// of the items.	COMMENT
LOW	lib/ui/widgets/custom_reorderable_list.dart	181	final void Function(int index)? onReorderStart;	COMMENT
LOW	lib/ui/widgets/custom_reorderable_list.dart	261	///	COMMENT
LOW	lib/ui/widgets/custom_reorderable_list.dart	301	}	COMMENT
LOW	lib/ui/widgets/custom_reorderable_list.dart	321		COMMENT
LOW	lib/ui/widgets/custom_reorderable_list.dart	341	/// // ...	COMMENT
LOW	lib/ui/widgets/custom_reorderable_list.dart	421	/// It is up to the application to wrap each child (or an internal part of the	COMMENT
LOW	lib/ui/widgets/custom_reorderable_list.dart	501	final Widget? prototypeItem;	COMMENT
LOW	lib/ui/widgets/custom_reorderable_list.dart	561	///	COMMENT
LOW	lib/ui/widgets/custom_reorderable_list.dart	581	/// GlobalKey<SliverReorderableListState> listKey = GlobalKey<SliverReorderableListState>();	COMMENT
LOW	lib/ui/widgets/custom_reorderable_list.dart	661	void dispose() {	COMMENT
LOW	lib/ui/widgets/custom_reorderable_list.dart	1201	/// wrapped item to a new location in a reorderable list.	COMMENT
LOW	lib/ui/widgets/custom_reorderable_list.dart	1261	index: index,	COMMENT
LOW	lib/ui/widgets/custom_tooltip.dart	21	///	COMMENT
LOW	lib/ui/widgets/custom_tooltip.dart	81		COMMENT
LOW	lib/ui/widgets/custom_tooltip.dart	101	/// the child that Tooltip wraps is hovered over on web or desktop. On mobile,	COMMENT
LOW	lib/ui/widgets/custom_tooltip.dart	121	/// `height` has been used to set a specific height of the Tooltip.	COMMENT
LOW	lib/ui/widgets/custom_tooltip.dart	141	/// {@end-tool}	COMMENT
LOW	lib/ui/widgets/custom_tooltip.dart	201	/// The text to display in the tooltip.	COMMENT
LOW	lib/ui/widgets/custom_tooltip.dart	221	/// while for mobile platforms the default value is `BoxConstraints(minHeight: 32.0)`.	COMMENT
LOW	lib/ui/widgets/custom_tooltip.dart	241	final EdgeInsetsGeometry? margin;	COMMENT
LOW	lib/ui/widgets/custom_tooltip.dart	261	/// Applying [TooltipThemeData.preferBelow]: `false` for the entire app	COMMENT
LOW	lib/ui/widgets/custom_tooltip.dart	281	/// The tooltip shape defaults to a rounded rectangle with a border radius of	COMMENT
LOW	lib/ui/widgets/custom_tooltip.dart	301	/// [TextAlign.start].	COMMENT
167 more matches not shown…

Hallucination Indicators13 hits · 145 pts

Severity	File	Line	Snippet	Context
CRITICAL	lib/ui/pages/queues_page.dart	38	final queuesKeys = QueueController.inst.queuesMap.valueR.keys.toFixedList();	CODE
CRITICAL	lib/ui/pages/home_page.dart	705	List<Track> getFavouritesSample(int count) => PlaylistController.inst.favouritesPlaylist.value.tracks.getRandomSample(	CODE
CRITICAL	lib/ui/pages/home_page.dart	1096	List<String> getFavouritesSample(int count) => YoutubePlaylistController.inst.favouritesPlaylist.value.tracks.getRando	CODE
CRITICAL	lib/ui/pages/playlists_page.dart	574	text: HistoryController.inst.topTracksMapListens.valueR.length.formatDecimal	CODE
CRITICAL	lib/ui/pages/subpages/playlist_tracks_subpage.dart	73	return _searchableTracks = HistoryController.inst.topTracksMapListens.value.keysSortedByValue.toFixedList();	CODE
CRITICAL⚡	lib/ui/widgets/stats.dart	121	StatsMiniTile(icon: MediaType.album.toIcon(), label: lang.albums, value: Indexer.inst.mainMapAlbums.valu	CODE
CRITICAL⚡	lib/ui/widgets/stats.dart	122	StatsMiniTile(icon: MediaType.artist.toIcon(), label: lang.artists, value: Indexer.inst.mainMapArtists.v	CODE
CRITICAL⚡	lib/ui/widgets/stats.dart	123	StatsMiniTile(icon: MediaType.genre.toIcon(), label: lang.genres, value: Indexer.inst.mainMapGenres.valu	CODE
CRITICAL	lib/ui/widgets/selected_tracks_preview.dart	213	List<Track> getSelectedTracks() => SelectedTracksController.inst.selectedTracks.value.tracks.toList();	CODE
CRITICAL	lib/ui/widgets/selected_tracks_preview.dart	304	tracksWithDates: SelectedTracksController.inst.selectedTracks.value.tracksWithDates.toList(),	CODE
CRITICAL	lib/ui/widgets/settings/playback_settings.dart	1504	final _localNames = PlaylistController.inst.playlistsMap.value.keys.toFixedList();	CODE
CRITICAL	lib/ui/widgets/settings/playback_settings.dart	1505	final _ytNames = YoutubePlaylistController.inst.playlistsMap.value.keys.toFixedList();	CODE
CRITICAL	lib/controller/eggs_controller.dart	256	final days = HistoryController.inst.historyMap.value.values.toFixedList();	CODE

Synthetic Comment Markers7 hits · 52 pts

Severity	File	Line	Snippet	Context
HIGH	…roid/app/src/main/kotlin/com/msob7y/namida/SafUtils.kt	16	* Generated by claude code.	COMMENT
HIGH	scripts/install_linux_tar.sh	3	# Namida Installation Script, Generated by claude.ai	COMMENT
HIGH	scripts/gen_downloads_table.sh	3	# Generated by claude.ai	COMMENT
HIGH	lib/ui/widgets/lyrics_karaoke_text.dart	13	/// Generated by claude.ai	COMMENT
HIGH	lib/ui/widgets/lyrics_karaoke_text.dart	396	/// Generated by claude.ai	COMMENT
HIGH	lib/controller/music_web_server/jellyfin_api.dart	1	/// This file is generated by claude.ai	COMMENT
HIGH	lib/packages/lyrics_lrc_parsed_view.dart	1577	/// Generated by claude.ai	COMMENT

Deep Nesting12 hits · 12 pts

Severity	File	Line	Context
LOW	scripts/gen_app_icons.py	95	CODE
LOW	scripts/unpushed_deps.py	113	CODE
LOW	scripts/chlog.py	196	CODE
LOW	scripts/chlog.py	377	CODE
LOW	scripts/chlog.py	552	CODE
LOW	scripts/chlog.py	958	CODE
LOW	scripts/chlog.py	1209	CODE
LOW	scripts/chlog.py	1521	CODE
LOW	scripts/chlog.py	1602	CODE
LOW	scripts/screenshots/compose.py	375	CODE
LOW	scripts/screenshots/seed.py	555	CODE
LOW	scripts/screenshots/seed_youtube.py	231	CODE

Excessive Try-Catch Wrapping6 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	scripts/bundle.dart	68	print('Error occured while building for linux.. aborting. (err code $buildExitCode)');	CODE
MEDIUM	scripts/.obsolete/tr_refine.dart	15	print('Error parsing the map $e');	CODE
MEDIUM	scripts/.obsolete/tr_refine.dart	25	print('Error parsing the main map, aborting...');	CODE
MEDIUM	scripts/.obsolete/tr_refine.dart	37	print('Error parsing the json of $fileSystem, skipping...');	CODE
MEDIUM	scripts/.obsolete/tr.dart	115	print('Error Adding: $e\nRemoving Keys...');	CODE
MEDIUM	scripts/.obsolete/tr.dart	164	print('Error Removing: $e');	CODE

Empty Error Handlers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	scripts/chlog.py	1093	except FileNotFoundError:	CODE

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	linux/packaging/flatpak/app.namida.Namida.yml	14	# This file is copied as-is to Flathub, only `namida-source.json` differs there (release url + sha256).	COMMENT

Hyper-Verbose Identifiers3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	scripts/screenshots/compose.py	453	def write_metainfo_screenshots():	CODE
LOW	scripts/screenshots/seed.py	835	def read_youtube_listens_per_day(data_dir: Path) -> dict:	CODE
LOW	.github/scripts/issue_triage.js	547	function isAuthorDuplicateCandidate(item, criteria) {	CODE

Modern AI Meta-Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	lib/ui/widgets/custom_reorderable_list.dart	1474	// won't pick up the scaffold's padding in the overlay.	COMMENT

Unused Imports2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/chlog.py	17		CODE
LOW	scripts/chlog.py	26		CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/install_linux_tar.sh	17	# Check if running as root	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/make_appimage.sh	13	# Usage:	COMMENT

namidaco/namida

Open-Source Code Quality, Security and Technical Debt Review