spotDL/spotify-downloader

7.3

Adjusted Score

7.3

Raw Score

100%

Time Factor

2026-07-11

Last Push

25.4K

Stars

Python

Language

47.4K

Lines of Code

139

Files

254

Pattern Hits

2026-07-14

Scan Date

0.10

HC Hit Rate

What These Metrics Mean

Adjusted Score: Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score: The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor: The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits: Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate: High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files: Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 0HIGH 14MEDIUM 14LOW 226

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 254 distinct pattern matches across 12 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. 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 diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Modern Structural Boilerplate83 hits · 83 pts

Severity	File	Line	Snippet	Context
LOW	spotdl/__init__.py	20	__all__ = ["Spotdl", "console_entry_point", "__version__"]	CODE
LOW	spotdl/__init__.py	22	logger = logging.getLogger(__name__)	CODE
LOW	spotdl/types/options.py	11	__all__ = [	CODE
LOW	spotdl/types/album.py	11	__all__ = ["Album", "AlbumError"]	CODE
LOW	spotdl/types/artist.py	13	__all__ = ["Artist", "ArtistError"]	CODE
LOW	spotdl/types/result.py	10	__all__ = ["Result"]	CODE
LOW	spotdl/types/playlist.py	12	__all__ = ["Playlist", "PlaylistError"]	CODE
LOW	spotdl/types/playlist.py	14	logger = logging.getLogger(__name__)	CODE
LOW	spotdl/types/saved.py	11	__all__ = ["Saved", "SavedError"]	CODE
LOW	spotdl/types/song.py	13	__all__ = ["Song", "SongList", "SongError"]	CODE
LOW	spotdl/web/api.py	33	__all__ = [	CODE
LOW	spotdl/web/routes.py	27	__all__ = ["router"]	CODE
LOW	spotdl/providers/lyrics/genius.py	13	__all__ = ["Genius"]	CODE
LOW	spotdl/providers/lyrics/musixmatch.py	14	__all__ = ["MusixMatch"]	CODE
LOW	spotdl/providers/lyrics/synced.py	12	__all__ = ["Synced"]	CODE
LOW	spotdl/providers/lyrics/__init__.py	11	__all__ = ["AzLyrics", "Genius", "MusixMatch", "Synced", "LyricsProvider"]	CODE
LOW	spotdl/providers/lyrics/base.py	11	__all__ = ["LyricsProvider"]	CODE
LOW	spotdl/providers/lyrics/base.py	12	logger = logging.getLogger(__name__)	CODE
LOW	spotdl/providers/lyrics/azlyrics.py	13	__all__ = ["AzLyrics"]	CODE
LOW	spotdl/providers/lyrics/azlyrics.py	14	logger = logging.getLogger(__name__)	CODE
LOW	spotdl/providers/audio/bandcamp.py	14	__all__ = ["BandCamp"]	CODE
LOW	spotdl/providers/audio/bandcamp.py	16	logger = logging.getLogger(__name__)	CODE
LOW	spotdl/providers/audio/youtube.py	12	__all__ = ["YouTube"]	CODE
LOW	spotdl/providers/audio/sliderkz.py	14	__all__ = ["SliderKZ"]	CODE
LOW	spotdl/providers/audio/sliderkz.py	16	logger = logging.getLogger(__name__)	CODE
LOW	spotdl/providers/audio/__init__.py	17	__all__ = [	CODE
LOW	spotdl/providers/audio/soundcloud.py	16	__all__ = ["SoundCloud"]	CODE
LOW	spotdl/providers/audio/soundcloud.py	18	logger = logging.getLogger(__name__)	CODE
LOW	spotdl/providers/audio/ytmusic.py	14	__all__ = ["YouTubeMusic"]	CODE
LOW	spotdl/providers/audio/ytmusic.py	16	logger = logging.getLogger(__name__)	CODE
LOW	spotdl/providers/audio/base.py	23	__all__ = ["AudioProviderError", "AudioProvider", "ISRC_REGEX", "YTDLLogger"]	CODE
LOW	spotdl/providers/audio/base.py	25	logger = logging.getLogger(__name__)	CODE
LOW	spotdl/providers/audio/piped.py	23	__all__ = ["Piped"]	CODE
LOW	spotdl/providers/audio/piped.py	24	logger = logging.getLogger(__name__)	CODE
LOW	spotdl/utils/logging.py	16	__all__ = [	CODE
LOW	spotdl/utils/console.py	15	__all__ = [	CODE
LOW	spotdl/utils/formatter.py	23	__all__ = [	CODE
LOW	spotdl/utils/formatter.py	73	logger = logging.getLogger(__name__)	CODE
LOW	spotdl/utils/web.py	23	__all__ = [	CODE
LOW	spotdl/utils/config.py	22	__all__ = [	CODE
LOW	spotdl/utils/config.py	39	logger = logging.getLogger(__name__)	CODE
LOW	spotdl/utils/metadata.py	49	logger = logging.getLogger(__name__)	CODE
LOW	spotdl/utils/metadata.py	51	__all__ = [	CODE
LOW	spotdl/utils/downloader.py	7	__all__ = ["check_ytmusic_connection"]	CODE
LOW	spotdl/utils/arguments.py	17	__all__ = ["OPERATIONS", "SmartFormatter", "parse_arguments"]	CODE
LOW	spotdl/utils/ffmpeg.py	21	__all__ = [	CODE
LOW	spotdl/utils/matching.py	20	__all__ = [	CODE
LOW	spotdl/utils/matching.py	40	logger = logging.getLogger(__name__)	CODE
LOW	spotdl/utils/m3u.py	12	__all__ = [	CODE
LOW	spotdl/utils/m3u.py	18	logger = logging.getLogger(__name__)	CODE
LOW	spotdl/utils/static.py	9	__all__ = [	CODE
LOW	spotdl/utils/archive.py	8	__all__ = ["Archive"]	CODE
LOW	spotdl/utils/search.py	26	__all__ = [	CODE
LOW	spotdl/utils/search.py	40	logger = logging.getLogger(__name__)	CODE
LOW	spotdl/utils/deno.py	19	logger = logging.getLogger(__name__)	CODE
LOW	spotdl/utils/deno.py	21	__all__ = [	CODE
LOW	spotdl/utils/github.py	15	__all__ = [	CODE
LOW	spotdl/utils/spotify.py	23	__all__ = [	CODE
LOW	spotdl/utils/spotify.py	29	logger = logging.getLogger(__name__)	CODE
LOW	spotdl/utils/lrc.py	16	logger = logging.getLogger(__name__)	CODE
23 more matches not shown…

Cross-File Repetition13 hits · 65 pts

Severity	File	Snippet	Context
HIGH	spotdl/providers/lyrics/genius.py	returns the results for the given song. ### arguments - name: the name of the song. - artists: the artists of the song.	STRING
HIGH	spotdl/providers/lyrics/musixmatch.py	returns the results for the given song. ### arguments - name: the name of the song. - artists: the artists of the song.	STRING
HIGH	spotdl/providers/lyrics/synced.py	returns the results for the given song. ### arguments - name: the name of the song. - artists: the artists of the song.	STRING
HIGH	spotdl/providers/lyrics/base.py	returns the results for the given song. ### arguments - name: the name of the song. - artists: the artists of the song.	STRING
HIGH	spotdl/providers/lyrics/azlyrics.py	returns the results for the given song. ### arguments - name: the name of the song. - artists: the artists of the song.	STRING
HIGH	spotdl/providers/lyrics/genius.py	extracts the lyrics from the given url. ### arguments - url: the url to extract the lyrics from. - kwargs: additional ar	STRING
HIGH	spotdl/providers/lyrics/musixmatch.py	extracts the lyrics from the given url. ### arguments - url: the url to extract the lyrics from. - kwargs: additional ar	STRING
HIGH	spotdl/providers/lyrics/synced.py	extracts the lyrics from the given url. ### arguments - url: the url to extract the lyrics from. - kwargs: additional ar	STRING
HIGH	spotdl/providers/lyrics/base.py	extracts the lyrics from the given url. ### arguments - url: the url to extract the lyrics from. - kwargs: additional ar	STRING
HIGH	spotdl/providers/lyrics/azlyrics.py	extracts the lyrics from the given url. ### arguments - url: the url to extract the lyrics from. - kwargs: additional ar	STRING
HIGH	spotdl/providers/audio/bandcamp.py	get results from slider.kz ### arguments - search_term: the search term to search for. - args: unused. - kwargs: unused.	STRING
HIGH	spotdl/providers/audio/sliderkz.py	get results from slider.kz ### arguments - search_term: the search term to search for. - args: unused. - kwargs: unused.	STRING
HIGH	spotdl/providers/audio/soundcloud.py	get results from slider.kz ### arguments - search_term: the search term to search for. - args: unused. - kwargs: unused.	STRING

Hyper-Verbose Identifiers45 hits · 44 pts

Severity	File	Line	Snippet	Context
LOW	tests/conftest.py	76	def fake_create_subprocess_exec(args, stdout=None, stderr=None, *kwargs):	CODE
LOW	tests/types/test_song.py	112	# def test_song_from_search_term():	COMMENT
LOW	tests/types/test_song.py	197	def test_song_from_data_dump_wrong_type():	CODE
LOW	tests/types/test_playlist.py	30	def test_playlist_wrong_initget_results():	CODE
LOW	tests/types/test_playlist.py	61	def test_playlist_from_string():	CODE
LOW	tests/providers/lyrics/test_musixmatch.py	7	# def test_get_musixmatch_lyrics():	COMMENT
LOW	tests/providers/audio/test_youtube.py	84	def test_yt_get_results_normalizes_null_metadata(mocker):	CODE
LOW	tests/providers/audio/test_ytmusic.py	54	def test_ytm_get_results_retries_with_new_client(mocker):	CODE
LOW	tests/utils/test_logging.py	8	def test_spotdl_formatter_format():	CODE
LOW	tests/utils/test_github.py	35	def test_check_for_updates_fail(monkeypatch):	CODE
LOW	tests/utils/test_formatter.py	104	def test_create_file_name_restrict():	CODE
LOW⚡	tests/utils/test_config.py	51	def test_get_config_not_created(setup):	CODE
LOW⚡	tests/utils/test_config.py	60	def test_use_official_api_default():	CODE
LOW⚡	tests/utils/test_config.py	70	def test_use_official_api_from_config():	CODE
LOW	tests/utils/test_config.py	84	def test_use_official_api_argument_overrides_config():	CODE
LOW	tests/utils/test_ffmpeg.py	29	def test_is_not_ffmpeg_installed(monkeypatch):	STRING
LOW	tests/utils/test_ffmpeg.py	42	def test_get_none_ffmpeg_path(monkeypatch):	STRING
LOW	tests/utils/test_ffmpeg.py	55	def test_get_none_ffmpeg_version(monkeypatch):	STRING
LOW	tests/utils/test_ffmpeg.py	69	def test_get_none_local_ffmpeg(monkeypatch):	STRING
LOW	tests/utils/test_downloader.py	4	def test_check_ytmusic_connection_suppresses_empty_search_log(mocker):	CODE
LOW	tests/utils/test_deno.py	33	def test_is_not_deno_installed(monkeypatch):	CODE
LOW	tests/utils/test_deno.py	84	def test_get_local_deno_yt_dlp_options(monkeypatch, tmp_path):	CODE
LOW	tests/utils/test_deno.py	104	def test_get_local_deno_yt_dlp_options_ignores_non_executable(monkeypatch, tmp_path):	CODE
LOW	tests/utils/test_deno.py	118	def test_get_local_deno_yt_dlp_options_ignores_missing_local(monkeypatch):	CODE
LOW	tests/utils/test_deno.py	128	def test_user_js_runtime_overrides_local_deno(monkeypatch, tmp_path):	CODE
LOW	tests/utils/test_deno.py	147	def test_audio_provider_uses_local_deno_yt_dlp_options(monkeypatch, tmp_path):	CODE
LOW	tests/utils/test_deno.py	173	def test_piped_uses_local_deno_yt_dlp_options(monkeypatch, tmp_path):	CODE
LOW	tests/utils/test_deno.py	239	def test_download_deno_unsupported_platform(monkeypatch):	CODE
LOW	tests/utils/test_deno.py	251	def test_download_deno_invalid_archive(monkeypatch, tmp_path):	CODE
LOW	tests/utils/test_spotify.py	45	def test_init_uses_free_client_by_default(monkeypatch):	CODE
LOW	tests/utils/test_spotify.py	94	def test_init_uses_official_client_when_requested(monkeypatch):	CODE
LOW	tests/utils/test_spotify.py	144	def test_init_uses_official_client_for_official_api_only_options(monkeypatch, caplog):	CODE
LOW	tests/utils/test_arguments.py	11	def test_parse_use_official_api(monkeypatch):	CODE
LOW	spotdl/web/routes.py	152	async def handle_get_client_downloads(datastar_signals: ReadSignals):	CODE
LOW	spotdl/web/routes.py	182	async def handle_get_client_settings(datastar_signals: ReadSignals):	CODE
LOW	spotdl/web/routes.py	206	async def handle_post_client_settings(datastar_signals: ReadSignals):	CODE
LOW	spotdl/web/routes.py	280	async def handle_post_client_download(datastar_signals: ReadSignals):	STRING
LOW	spotdl/web/routes.py	347	async def handle_get_client_component_settings(datastar_signals: ReadSignals):	STRING
LOW	spotdl/web/routes.py	387	async def handle_client_component_search_input_rotating_placeholder():	CODE
LOW	spotdl/utils/search.py	463	def get_user_followed_artists() -> List[Artist]:	CODE
LOW	spotdl/utils/search.py	573	def get_song_from_file_metadata(file: Path, id3_separator: str = "/") -> Optional[Song]:	CODE
LOW	spotdl/utils/deno.py	120	def get_local_deno_yt_dlp_options() -> Dict[str, Dict[str, Dict[str, str]]]:	CODE
LOW	spotdl/utils/spotify.py	152	def _init_official_spotify_client(**kwargs) -> _OfficialSpotifyClient:	CODE
LOW	spotdl/utils/spotify.py	160	def _init_free_spotify_client(**kwargs) -> Any:	CODE
LOW	spotdl/download/progress_handler.py	444	def notify_conversion_complete(self, status="Embedding metadata") -> None:	CODE

Self-Referential Comments14 hits · 42 pts

Severity	File	Line	Snippet	Context
MEDIUM	spotdl/web/routes.py	92	# Create a new client if not found	COMMENT
MEDIUM	spotdl/utils/logging.py	187	# Create a rich handler	COMMENT
MEDIUM	spotdl/utils/config.py	62	# Define the new, correct XDG config path (~/.config/spotdl)	COMMENT
MEDIUM	spotdl/utils/config.py	65	# Define the old path (~/.spotdl) for backward compatibility	COMMENT
MEDIUM	spotdl/utils/metadata.py	299	# Create the image object for the file type	COMMENT
MEDIUM	spotdl/utils/m3u.py	145	# Create a single m3u file for specified song list name	COMMENT
MEDIUM	spotdl/download/downloader.py	473	# Create the output file path	COMMENT
MEDIUM	spotdl/download/downloader.py	490	# Create the temp folder path	COMMENT
MEDIUM	spotdl/download/downloader.py	650	# Create the output directory if it doesn't exist	COMMENT
MEDIUM	spotdl/console/save.py	88	# The following function calls blocking code, which would block whole event loop.	COMMENT
MEDIUM	spotdl/console/web.py	58	# Create the event loop	COMMENT
MEDIUM	spotdl/console/url.py	58	# The following function calls blocking code, which would block whole event loop.	COMMENT
MEDIUM	spotdl/console/meta.py	36	# Create a list of all songs from all paths in query	COMMENT
MEDIUM	spotdl/console/meta.py	152	# The following function calls blocking code, which would block whole event loop.	COMMENT

Redundant / Tautological Comments25 hits · 38 pts

Severity	File	Line	Snippet	Context
LOW	spotdl/types/playlist.py	85	# Add tracks to the list	COMMENT
LOW	spotdl/providers/audio/sliderkz.py	60	# Check if the response is valid	COMMENT
LOW	spotdl/providers/audio/base.py	254	# Check if any of the search results is in the	COMMENT
LOW	spotdl/utils/formatter.py	351	# Check if the file name length is greater than the limit	COMMENT
LOW	spotdl/utils/web.py	128	# Add the connection to the list of connections	COMMENT
LOW	spotdl/utils/metadata.py	357	# Check if the lyrics are in lrc format	COMMENT
LOW	spotdl/utils/metadata.py	613	# Check if the lyrics are in lrc format	COMMENT
LOW	spotdl/utils/downloader.py	19	# Check if we are getting results from YouTube Music	COMMENT
LOW	spotdl/utils/ffmpeg.py	115	# Check if ffmpeg is installed	COMMENT
LOW	spotdl/utils/ffmpeg.py	139	# Check if ffmpeg is installed	COMMENT
LOW	spotdl/utils/ffmpeg.py	320	# Check if bitrate is an integer	COMMENT
LOW	spotdl/utils/matching.py	489	# # Check if the main artist is simlar	COMMENT
LOW	spotdl/utils/matching.py	494	# Check if other song artists are in the result name	COMMENT
LOW	spotdl/utils/matching.py	735	# Check if result contains forbidden words	COMMENT
LOW	spotdl/utils/m3u.py	110	# Check if the file name ends with .m3u or .m3u8	COMMENT
LOW	spotdl/utils/github.py	165	# Check if the given url is a url to a GitHub repo. If it is, tell the	COMMENT
LOW	spotdl/download/downloader.py	441	# Check if song has name/artist and url/song_id	COMMENT
LOW	spotdl/download/downloader.py	493	# Check if there is an already existing song file, with the same spotify URL in its	COMMENT
LOW	spotdl/console/entry_point.py	64	# Check if sys.argv contains an action	COMMENT
LOW	spotdl/console/entry_point.py	91	# Check if ffmpeg is installed	COMMENT
LOW	spotdl/console/entry_point.py	98	# Check if we might be blocked by YouTube Music without stopping downloads.	COMMENT
LOW	spotdl/console/entry_point.py	123	# Check if save file is present and if it's valid	COMMENT
LOW	spotdl/console/entry_point.py	130	# Check if the user is logged in	COMMENT
LOW	spotdl/console/meta.py	58	# Check if song has metadata	COMMENT
LOW	spotdl/console/meta.py	122	# Check if the song has lyric	COMMENT

Unused Imports29 hits · 29 pts

Severity	File	Line	Context
LOW	tests/test_main.py	3	CODE
LOW	tests/types/test_song.py	3	CODE
LOW	tests/utils/test_logging.py	3	CODE
LOW	tests/utils/test_archive.py	1	CODE
LOW	tests/utils/test_formatter.py	3	CODE
LOW	tests/utils/test_config.py	7	CODE
LOW	tests/utils/test_m3u.py	1	CODE
LOW	tests/utils/test_ffmpeg.py	12	CODE
LOW	tests/utils/test_deno.py	10	CODE
LOW	spotdl/__init__.py	12	CODE
LOW	spotdl/__init__.py	13	CODE
LOW	spotdl/__main__.py	5	CODE
LOW	spotdl/web/utils.py	7	CODE
LOW	spotdl/providers/lyrics/__init__.py	5	CODE
LOW	spotdl/providers/lyrics/__init__.py	6	CODE
LOW	spotdl/providers/lyrics/__init__.py	7	CODE
LOW	spotdl/providers/lyrics/__init__.py	8	CODE
LOW	spotdl/providers/lyrics/__init__.py	9	CODE
LOW	spotdl/providers/audio/__init__.py	5	CODE
LOW	spotdl/providers/audio/__init__.py	6	CODE
LOW	spotdl/providers/audio/__init__.py	6	CODE
LOW	spotdl/providers/audio/__init__.py	6	CODE
LOW	spotdl/providers/audio/__init__.py	6	CODE
LOW	spotdl/providers/audio/__init__.py	12	CODE
LOW	spotdl/providers/audio/__init__.py	13	CODE
LOW	spotdl/providers/audio/__init__.py	14	CODE
LOW	spotdl/providers/audio/__init__.py	15	CODE
LOW	spotdl/utils/logging.py	9	CODE
LOW	spotdl/console/__init__.py	5	CODE

Excessive Try-Catch Wrapping22 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW	tests/conftest.py	61	except Exception:	CODE
LOW	spotdl/__init__.py	142	except Exception as exc:	CODE
LOW	spotdl/web/api.py	203	except Exception as exception:	CODE
LOW	spotdl/web/routes.py	338	except Exception as exception:	STRING
LOW	spotdl/providers/lyrics/base.py	82	except Exception as exc:	CODE
LOW	spotdl/providers/lyrics/base.py	120	except Exception as exc:	CODE
LOW	spotdl/providers/audio/bandcamp.py	188	except Exception as exc:	CODE
LOW	spotdl/providers/audio/sliderkz.py	66	except Exception as exc:	CODE
LOW	spotdl/providers/audio/base.py	398	except Exception as exception:	CODE
LOW	spotdl/providers/audio/piped.py	203	except Exception as exception:	CODE
LOW	spotdl/utils/metadata.py	195	except Exception as exc:	CODE
LOW	spotdl/utils/metadata.py	296	except Exception:	CODE
LOW	spotdl/utils/metadata.py	609	except Exception:	CODE
LOW	spotdl/utils/search.py	113	except Exception as exc:	CODE
LOW	spotdl/utils/lrc.py	35	except Exception:	CODE
LOW	spotdl/download/downloader.py	468	except Exception as e:	CODE
LOW	spotdl/download/downloader.py	580	except Exception as exc:	CODE
LOW	spotdl/download/downloader.py	837	except Exception as exception:	CODE
LOW	spotdl/console/save.py	64	except Exception as exception:	CODE
LOW	spotdl/console/save.py	81	except Exception as exception:	CODE
LOW	spotdl/console/entry_point.py	164	except Exception as exc:	CODE
LOW	spotdl/console/url.py	51	except Exception as exception:	CODE

Deep Nesting11 hits · 11 pts

Severity	File	Line	Context
LOW	spotdl/providers/audio/base.py	154	CODE
LOW	spotdl/utils/metadata.py	277	CODE
LOW	spotdl/utils/metadata.py	384	CODE
LOW	spotdl/utils/ffmpeg.py	251	CODE
LOW	spotdl/utils/m3u.py	21	CODE
LOW	spotdl/utils/search.py	119	CODE
LOW	spotdl/download/downloader.py	98	CODE
LOW	spotdl/download/downloader.py	425	CODE
LOW	spotdl/console/sync.py	21	CODE
LOW	spotdl/console/meta.py	22	CODE
LOW	spotdl/console/meta.py	54	CODE

Over-Commented Block7 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_matching.py	261	),	COMMENT
LOW	tests/types/test_song.py	121	# assert song.album_name == "Ropes"	COMMENT
LOW	tests/providers/lyrics/test_azlyrics.py	1	# import pytest	COMMENT
LOW	tests/providers/lyrics/test_musixmatch.py	1	# import pytest	COMMENT
LOW	spotdl/web/api.py	41	router = APIRouter()	COMMENT
LOW	spotdl/web/api.py	61	# if (	COMMENT
LOW	spotdl/providers/lyrics/azlyrics.py	161	js_code = None	COMMENT

AI Structural Patterns3 hits · 3 pts

Severity	File	Line	Context
LOW	tests/conftest.py	46	CODE
LOW	spotdl/utils/formatter.py	122	CODE
LOW	spotdl/utils/spotify.py	209	CODE

Cross-Language Confusion1 hit · 2 pts

Severity	File	Line	Snippet	Context
HIGH	tests/types/test_song.py	163	"download_url": null,	STRING

Fake / Example Data1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	spotdl/web/static/assets/tailwindcss/browser@4.js	7	"use strict";(()=>{var e=10;function t(t,i){let a=i?.from?{file:i.from,code:t}:null;"\ufeff"===t[0]&&(t=" "+t.slice(1));	CODE

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings