jxxghp/MoviePilot

21.4

Adjusted Score

21.4

Raw Score

100%

Time Factor

2026-08-28

Last Push

11.7K

Stars

Python

Language

562.3K

Lines of Code

1.8K

Files

11.6K

Pattern Hits

2026-08-29

Scan Date

0.12

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 28HIGH 187MEDIUM 76LOW 11293

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 11584 distinct pattern matches across 18 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.

Hyper-Verbose Identifiers8349 hits · 7836 pts

Severity	File	Line	Snippet	Context
LOW	database/versions/d5e6f7a8b9c0_2_2_8.py	24	def _fix_episode_priority_type(bind, table_name: str) -> None:	CODE
LOW	database/versions/7c1a2b3d4e5f_2_2_9.py	25	def _add_json_column_if_missing(table_name: str, column_name: str) -> None:	CODE
LOW	database/versions/f6d8b0c2e4a7_3_0_17.py	308	def _normalize_legacy_planning_states() -> None:	CODE
LOW	database/versions/f6d8b0c2e4a7_3_0_17.py	441	def _checkpoint_steps_complete(row: dict[str, Any]) -> bool:	CODE
LOW	database/versions/f6d8b0c2e4a7_3_0_17.py	634	def _reconcile_execution_states() -> None:	CODE
LOW	database/versions/5f2a9c1e7b4d_3_0_12.py	58	def _backfill_declared_metadata() -> None:	CODE
LOW	database/versions/7f5c1d2e3a4b_3_0_3.py	92	def _make_src_storage_required(inspector: sa.Inspector) -> None:	CODE
LOW	database/versions/a9d4f2c7e6b1_3_0_18.py	147	def _repair_user_config_unique() -> None:	CODE
LOW	database/versions/a9d4f2c7e6b1_3_0_18.py	243	def _drop_user_config_foreign_key() -> None:	CODE
LOW	database/versions/a9d4f2c7e6b1_3_0_18.py	297	def _normalize_duplicate_names() -> None:	CODE
LOW	database/versions/8a4c7e1d2f90_3_0_2.py	120	def _normalize_existing_sources(table_name: str) -> None:	CODE
LOW	database/versions/8a4c7e1d2f90_3_0_2.py	140	def _clear_invalid_or_partial_identity(table_name: str) -> None:	CODE
LOW	database/versions/8a4c7e1d2f90_3_0_2.py	169	def _backfill_prefixed_media_id(table_name: str, columns: set[str]) -> None:	CODE
LOW	database/versions/8a4c7e1d2f90_3_0_2.py	331	def _ensure_identity_constraints() -> None:	CODE
LOW	database/versions/8a4c7e1d2f90_3_0_2.py	350	def _drop_identity_constraints() -> None:	CODE
LOW	database/versions/e5c7a9b1d3f6_3_0_16.py	182	def _repair_unique_constraints(	CODE
LOW	database/versions/e5c7a9b1d3f6_3_0_16.py	295	def _validate_or_recreate_empty_table(	CODE
LOW	database/versions/e5c7a9b1d3f6_3_0_16.py	532	def _create_or_repair_step_table() -> None:	CODE
LOW	database/versions/e5c7a9b1d3f6_3_0_16.py	608	def _create_or_repair_receipt_table() -> None:	CODE
LOW	database/versions/e5c7a9b1d3f6_3_0_16.py	650	def _backfill_legacy_review_steps() -> None:	CODE
LOW	database/versions/e5c7a9b1d3f6_3_0_16.py	792	def _mark_downgrade_uncertain() -> None:	CODE
LOW	database/versions/b1e7d3f5a9c2_3_0_13.py	36	def _repair_task_id_constraint() -> None:	CODE
LOW	database/versions/b1e7d3f5a9c2_3_0_13.py	58	def _repair_state_created_index() -> None:	CODE
LOW	database/versions/b1e7d3f5a9c2_3_0_13.py	81	def _backfill_admission_state() -> None:	CODE
LOW	database/versions/e3d9f4b7c806_3_0_4.py	50	def _validate_or_recreate_table() -> None:	CODE
LOW	database/versions/e3d9f4b7c806_3_0_4.py	91	def _repair_storage_path_index() -> None:	CODE
LOW	database/versions/a946dae52526_2_2_1.py	39	def migrate_postgresql_userid(connection):	CODE
LOW	app/command.py	34	def _finish_command_processing_status(status: Optional[dict], user_id: Optional[str] = None) -> None:	CODE
LOW	app/command.py	165	def __init_commands_background(self, pid: Optional[str] = None) -> None:	CODE
LOW	app/command.py	234	def __trigger_register_commands_event(self) -> tuple[Optional[Event], dict]:	CODE
LOW	app/__init__.py	14	def _configure_free_threaded_windows_native_dependencies() -> None:	CODE
LOW	app/__init__.py	29	def _filter_third_party_startup_warnings() -> None:	CODE
LOW	app/factory.py	46	def _get_http_exception_message(detail: Any) -> str:	CODE
LOW	app/factory.py	58	def _localize_exception_message(request: Request, message: str) -> str:	CODE
LOW	app/factory.py	82	def _native_ai_error_response(	CODE
LOW	app/factory.py	125	def _mcp_jsonrpc_error_response(	CODE
LOW	app/factory.py	143	def _protocol_validation_error_response(	CODE
LOW	app/factory.py	193	async def localized_http_exception_handler(	CODE
LOW	app/factory.py	237	async def persistence_unavailable_handler(	CODE
LOW	app/factory.py	252	async def localized_validation_exception_handler(	CODE
LOW	app/factory.py	285	async def localized_unhandled_exception_handler(	CODE
LOW	app/factory.py	362	async def locale_context_middleware(	CODE
LOW	app/cli.py	251	def _mark_prepared_update_failed(message: str) -> None:	CODE
LOW	app/cli.py	284	def _apply_prepared_release_update() -> bool:	CODE
LOW	app/cli.py	352	def _resolve_auto_update_targets(mode: str) -> Optional[str]:	CODE
LOW	app/cli.py	417	def _ensure_frontend_not_running_alone(timeout: int) -> None:	CODE
LOW	app/cli.py	750	def _wait_until_backend_ready(runtime: Dict[str, Any], timeout: int) -> Dict[str, Any]:	CODE
LOW	app/cli.py	768	def _wait_until_frontend_ready(runtime: Dict[str, Any], timeout: int) -> Dict[str, Any]:	CODE
LOW	app/cli.py	885	def _installed_frontend_version() -> Optional[str]:	CODE
LOW	app/main.py	5	def _prepare_direct_execution_import_path() -> None:	CODE
LOW	app/monitor/dispatcher.py	78	def is_transfer_candidate_path(self, file_path: Path) -> bool:	CODE
LOW	app/monitor/monitor.py	362	def __abort_interrupted_startup(self) -> None:	CODE
LOW	app/monitor/monitor.py	803	def __collect_compensation_files(self, mon_path: Path) -> Optional[List[Tuple[Path, float, int]]]:	CODE
LOW	app/monitor/watcher.py	321	def _expand_added_directories(self, changes: set[tuple[Change, str]]) -> set[tuple[Change, str]]:	CODE
LOW⚡	app/monitor/syslimits.py	73	def get_system_optimization_tips() -> List[str]:	CODE
LOW	app/doctor/checks.py	243	def _process_name_and_command(process: psutil.Process) -> tuple[str, str]:	CODE
LOW	app/doctor/checks.py	255	def _is_expected_port_process(name: str, process: psutil.Process) -> bool:	CODE
LOW	app/doctor/checks.py	302	def _is_moviepilot_backend_payload(payload: Any) -> bool:	CODE
LOW	app/doctor/checks.py	678	def _check_processes_and_ports(runner: DoctorRunnerProtocol) -> None:	CODE
LOW	app/doctor/checks.py	772	def _check_postgresql_database(runner: DoctorRunnerProtocol) -> None:	CODE
8289 more matches not shown…

Excessive Try-Catch Wrapping1537 hits · 1507 pts

Severity	File	Line	Snippet	Context
LOW	database/versions/e2dbe1421fa4_2_0_3.py	68	except Exception as e:	CODE
LOW	database/versions/ecf3c693fdf3_2_0_5.py	42	except Exception as e:	CODE
LOW	database/versions/5b3355c964bb_2_2_0.py	85	except Exception as e:	STRING
LOW	database/versions/5b3355c964bb_2_2_0.py	112	except Exception as e:	STRING
LOW	database/versions/a946dae52526_2_2_1.py	73	except Exception as e:	STRING
LOW	app/command.py	228	except Exception as e:	CODE
LOW	app/command.py	428	except Exception as err:	CODE
LOW	app/cli.py	917	except Exception as error:	CODE
LOW	app/cli.py	928	except Exception as error:	CODE
LOW	app/cli.py	944	except Exception as error:	CODE
LOW	app/cli.py	967	except Exception as error:	CODE
LOW	app/cli.py	987	except Exception:	CODE
MEDIUM	app/cli.py	225	def _git_current_branch() -> Optional[str]:	CODE
LOW	app/monitor/dispatcher.py	115	except Exception as err:	CODE
LOW	app/monitor/dispatcher.py	397	except Exception as e:	CODE
LOW	app/monitor/dispatcher.py	424	except Exception as err:	CODE
LOW	app/monitor/monitor.py	431	except Exception as e:	CODE
LOW	app/monitor/monitor.py	488	except Exception as e:	CODE
LOW	app/monitor/monitor.py	676	except Exception as e:	CODE
LOW	app/monitor/monitor.py	749	except Exception:	CODE
LOW	app/monitor/monitor.py	917	except Exception as e:	CODE
LOW	app/monitor/monitor.py	1012	except Exception as err:	CODE
LOW	app/monitor/monitor.py	1025	except Exception as err:	CODE
LOW	app/monitor/monitor.py	1120	except Exception as err:	CODE
LOW	app/monitor/monitor.py	1133	except Exception as err:	CODE
LOW	app/monitor/recovery.py	194	except Exception as err:	CODE
LOW	app/monitor/recovery.py	215	except Exception as err:	CODE
LOW	app/monitor/recovery.py	231	except Exception as err:	CODE
LOW	app/monitor/poller.py	159	except Exception as e:	CODE
LOW	app/monitor/poller.py	261	except Exception as e:	CODE
LOW	app/monitor/poller.py	282	except Exception as e:	CODE
LOW	app/monitor/watcher.py	194	except Exception as err:	CODE
LOW	app/monitor/watcher.py	278	except Exception as err:	CODE
LOW	app/monitor/watcher.py	478	except Exception as err:	CODE
LOW	app/monitor/syslimits.py	25	except Exception as err:	CODE
LOW⚡	app/monitor/syslimits.py	58	except Exception as e:	CODE
LOW⚡	app/monitor/syslimits.py	65	except Exception as e:	CODE
LOW⚡	app/monitor/syslimits.py	67	except Exception as e:	CODE
LOW	app/monitor/snapshot.py	58	except Exception as e:	CODE
LOW	app/monitor/snapshot.py	78	except Exception as e:	CODE
LOW	app/monitor/snapshot.py	105	except Exception as e:	CODE
LOW	app/doctor/runner.py	49	except Exception as err:	CODE
LOW	app/runtime/execution.py	163	except Exception as error:	CODE
LOW	app/runtime/tasks.py	133	except Exception as caught:	CODE
LOW	app/runtime/config.py	1053	except Exception as e:	CODE
LOW	app/runtime/config.py	1289	except Exception as err:	CODE
LOW	app/runtime/config.py	1333	except Exception as e:	CODE
LOW	app/runtime/gc.py	81	except Exception as e:	CODE
LOW	app/runtime/log.py	202	except Exception as err:	CODE
LOW	app/runtime/log.py	256	except Exception as err:	CODE
LOW	app/runtime/log.py	270	except Exception as err:	CODE
LOW	app/runtime/log.py	644	except Exception:	CODE
LOW	app/runtime/events.py	241	except Exception as e:	CODE
LOW	app/runtime/events.py	286	except Exception as e:	CODE
LOW	app/runtime/events.py	432	except Exception as err:	CODE
LOW	app/runtime/coalesce.py	209	except Exception as exc: # noqa: BLE001 - 基础设施不能因消费者异常崩溃	CODE
LOW	app/runtime/state.py	194	except Exception as e:	CODE
LOW	app/runtime/state.py	224	except Exception as e:	CODE
LOW	app/runtime/state.py	262	except Exception as err:	CODE
LOW	app/runtime/state.py	282	except Exception as err:	CODE
1477 more matches not shown…

Cross-File Repetition124 hits · 620 pts

Severity	File	Line	Snippet	Context
HIGH	database/versions/e8b1c4d7a2f9_2_2_18.py	0	{ 'title': '{{ title_year }}' '{% if season_episode %} {{ season_episode }}{% endif %} 已入库', 'text': '{% if vote_average	STRING
HIGH	database/versions/89d24811e894_2_1_4.py	0	{ 'title': '{{ title_year }}' '{% if season_episode %} {{ season_episode }}{% endif %} 已入库', 'text': '{% if vote_average	STRING
HIGH	tests/test_database_migration_startup.py	0	{ 'title': '{{ title_year }}' '{% if season_episode %} {{ season_episode }}{% endif %} 已入库', 'text': '{% if vote_average	STRING
HIGH	database/versions/e8b1c4d7a2f9_2_2_18.py	0	{ 'title': '{{ title_year }}' '{% if download_episodes %} {{ season_fmt }} {{ download_episodes }}{% else %}{{ season_ep	STRING
HIGH	database/versions/89d24811e894_2_1_4.py	0	{ 'title': '{{ title_year }}' '{% if download_episodes %} {{ season_fmt }} {{ download_episodes }}{% else %}{{ season_ep	STRING
HIGH	tests/test_database_migration_startup.py	0	{ 'title': '{{ title_year }}' '{% if download_episodes %} {{ season_fmt }} {{ download_episodes }}{% else %}{{ season_ep	STRING
HIGH	database/versions/e8b1c4d7a2f9_2_2_18.py	0	{ 'title': '{{ title_year }}{% if track_number %} #{{ track_number }}{% endif %}' '{% if season_episode %} {{ season_epi	STRING
HIGH	database/versions/4dadad1d161a_3_0_0.py	0	{ 'title': '{{ title_year }}{% if track_number %} #{{ track_number }}{% endif %}' '{% if season_episode %} {{ season_epi	STRING
HIGH	tests/test_notification_template_render.py	0	{ 'title': '{{ title_year }}{% if track_number %} #{{ track_number }}{% endif %}' '{% if season_episode %} {{ season_epi	STRING
HIGH	app/chain/_messaging.py	0	发送媒体信息选择列表 :param message: 消息体 :param medias: 媒体列表 :return: 成功或失败	STRING
HIGH	app/modules/telegram/module.py	0	发送媒体信息选择列表 :param message: 消息体 :param medias: 媒体列表 :return: 成功或失败	STRING
HIGH	app/modules/synologychat/__init__.py	0	发送媒体信息选择列表 :param message: 消息体 :param medias: 媒体列表 :return: 成功或失败	STRING
HIGH	app/chain/_messaging.py	0	发送种子信息选择列表 :param message: 消息体 :param torrents: 种子列表 :return: 成功或失败	STRING
HIGH	app/modules/telegram/module.py	0	发送种子信息选择列表 :param message: 消息体 :param torrents: 种子列表 :return: 成功或失败	STRING
HIGH	app/modules/synologychat/__init__.py	0	发送种子信息选择列表 :param message: 消息体 :param torrents: 种子列表 :return: 成功或失败	STRING
HIGH	app/chain/scraping.py	0	获取nfo文件内容文本 :param meta: 元数据 :param mediainfo: 媒体信息 :param season: 季号 :param episode: 集号	STRING
HIGH	app/modules/themoviedb/scraper.py	0	获取nfo文件内容文本 :param meta: 元数据 :param mediainfo: 媒体信息 :param season: 季号 :param episode: 集号	STRING
HIGH	app/modules/themoviedb/__init__.py	0	获取nfo文件内容文本 :param meta: 元数据 :param mediainfo: 媒体信息 :param season: 季号 :param episode: 集号	STRING
HIGH	app/chain/base.py	0	补充抓取媒体信息图片 :param mediainfo: 识别的媒体信息 :return: 更新后的媒体信息	STRING
HIGH	app/modules/themoviedb/__init__.py	0	补充抓取媒体信息图片 :param mediainfo: 识别的媒体信息 :return: 更新后的媒体信息	STRING
HIGH	app/modules/douban/__init__.py	0	补充抓取媒体信息图片 :param mediainfo: 识别的媒体信息 :return: 更新后的媒体信息	STRING
HIGH	app/chain/base.py	0	补充抓取媒体信息图片（异步版本） :param mediainfo: 识别的媒体信息 :return: 更新后的媒体信息	STRING
HIGH	app/modules/themoviedb/__init__.py	0	补充抓取媒体信息图片（异步版本） :param mediainfo: 识别的媒体信息 :return: 更新后的媒体信息	STRING
HIGH	app/modules/douban/__init__.py	0	补充抓取媒体信息图片（异步版本） :param mediainfo: 识别的媒体信息 :return: 更新后的媒体信息	STRING
HIGH	app/chain/base.py	0	解析webhook报文体 :param body: 请求体 :param form: 请求表单 :param args: 请求参数 :return: 字典，解析为消息时需要包含：title、text、image	STRING
HIGH	app/modules/jellyfin/__init__.py	0	解析webhook报文体 :param body: 请求体 :param form: 请求表单 :param args: 请求参数 :return: 字典，解析为消息时需要包含：title、text、image	STRING
HIGH	app/modules/trimemedia/module.py	0	解析webhook报文体 :param body: 请求体 :param form: 请求表单 :param args: 请求参数 :return: 字典，解析为消息时需要包含：title、text、image	STRING
HIGH	app/modules/emby/__init__.py	0	解析webhook报文体 :param body: 请求体 :param form: 请求表单 :param args: 请求参数 :return: 字典，解析为消息时需要包含：title、text、image	STRING
HIGH	app/modules/plex/__init__.py	0	解析webhook报文体 :param body: 请求体 :param form: 请求表单 :param args: 请求参数 :return: 字典，解析为消息时需要包含：title、text、image	STRING
HIGH	app/modules/zspace/__init__.py	0	解析webhook报文体 :param body: 请求体 :param form: 请求表单 :param args: 请求参数 :return: 字典，解析为消息时需要包含：title、text、image	STRING
HIGH	app/chain/base.py	0	搜索人物信息 :param name: 人物名称 :param media_source: 请求级搜索数据源 :return: 人物信息列表	STRING
HIGH	app/modules/themoviedb/__init__.py	0	搜索人物信息 :param name: 人物名称 :param media_source: 请求级搜索数据源 :return: 人物信息列表	STRING
HIGH	app/modules/douban/__init__.py	0	搜索人物信息 :param name: 人物名称 :param media_source: 请求级搜索数据源 :return: 人物信息列表	STRING
HIGH	app/chain/base.py	0	获取下载器种子列表 :param status: 种子状态 :param hashs: 种子hash :param downloader: 下载器 :param include_all_tags: 是否包含未打内置标签的下载任务 :retu	STRING
HIGH	app/modules/qbittorrent/__init__.py	0	获取下载器种子列表 :param status: 种子状态 :param hashs: 种子hash :param downloader: 下载器 :param include_all_tags: 是否包含未打内置标签的下载任务 :retu	STRING
HIGH	app/modules/rtorrent/__init__.py	0	获取下载器种子列表 :param status: 种子状态 :param hashs: 种子hash :param downloader: 下载器 :param include_all_tags: 是否包含未打内置标签的下载任务 :retu	STRING
HIGH	app/modules/transmission/__init__.py	0	获取下载器种子列表 :param status: 种子状态 :param hashs: 种子hash :param downloader: 下载器 :param include_all_tags: 是否包含未打内置标签的下载任务 :retu	STRING
HIGH	app/chain/base.py	0	删除下载器种子 :param hashs: 种子hash :param delete_file: 是否删除文件 :param downloader: 下载器 :return: bool	STRING
HIGH	app/modules/qbittorrent/__init__.py	0	删除下载器种子 :param hashs: 种子hash :param delete_file: 是否删除文件 :param downloader: 下载器 :return: bool	STRING
HIGH	app/modules/rtorrent/__init__.py	0	删除下载器种子 :param hashs: 种子hash :param delete_file: 是否删除文件 :param downloader: 下载器 :return: bool	STRING
HIGH	app/modules/transmission/__init__.py	0	删除下载器种子 :param hashs: 种子hash :param delete_file: 是否删除文件 :param downloader: 下载器 :return: bool	STRING
HIGH	app/chain/base.py	0	开始下载 :param hashs: 种子hash :param downloader: 下载器 :return: bool	STRING
HIGH	app/modules/qbittorrent/__init__.py	0	开始下载 :param hashs: 种子hash :param downloader: 下载器 :return: bool	STRING
HIGH	app/modules/rtorrent/__init__.py	0	开始下载 :param hashs: 种子hash :param downloader: 下载器 :return: bool	STRING
HIGH	app/modules/transmission/__init__.py	0	开始下载 :param hashs: 种子hash :param downloader: 下载器 :return: bool	STRING
HIGH	app/chain/base.py	0	停止下载 :param hashs: 种子hash :param downloader: 下载器 :return: bool	STRING
HIGH	app/modules/qbittorrent/__init__.py	0	停止下载 :param hashs: 种子hash :param downloader: 下载器 :return: bool	STRING
HIGH	app/modules/rtorrent/__init__.py	0	停止下载 :param hashs: 种子hash :param downloader: 下载器 :return: bool	STRING
HIGH	app/modules/transmission/__init__.py	0	停止下载 :param hashs: 种子hash :param downloader: 下载器 :return: bool	STRING
HIGH	app/chain/base.py	0	设置种子标签 :param hashs: 种子hash :param tags: 标签列表 :param downloader: 下载器 :return: bool	STRING
HIGH	app/modules/qbittorrent/__init__.py	0	设置种子标签 :param hashs: 种子hash :param tags: 标签列表 :param downloader: 下载器 :return: bool	STRING
HIGH	app/modules/rtorrent/__init__.py	0	设置种子标签 :param hashs: 种子hash :param tags: 标签列表 :param downloader: 下载器 :return: bool	STRING
HIGH	app/modules/transmission/__init__.py	0	设置种子标签 :param hashs: 种子hash :param tags: 标签列表 :param downloader: 下载器 :return: bool	STRING
HIGH	app/chain/base.py	0	修改下载任务属性。 :param hash_string: 种子hash :param downloader: 下载器 :param download_limit: 下载限速，单位 kb/s :param upload_limit: 上传限	STRING
HIGH	app/modules/qbittorrent/__init__.py	0	修改下载任务属性。 :param hash_string: 种子hash :param downloader: 下载器 :param download_limit: 下载限速，单位 kb/s :param upload_limit: 上传限	STRING
HIGH	app/modules/transmission/__init__.py	0	修改下载任务属性。 :param hash_string: 种子hash :param downloader: 下载器 :param download_limit: 下载限速，单位 kb/s :param upload_limit: 上传限	STRING
HIGH	app/chain/base.py	0	查询下载任务tracker列表。 :param hash_string: 种子hash :param downloader: 下载器 :return: 下载器名称到tracker列表的映射	STRING
HIGH	app/modules/qbittorrent/__init__.py	0	查询下载任务tracker列表。 :param hash_string: 种子hash :param downloader: 下载器 :return: 下载器名称到tracker列表的映射	STRING
HIGH	app/modules/transmission/__init__.py	0	查询下载任务tracker列表。 :param hash_string: 种子hash :param downloader: 下载器 :return: 下载器名称到tracker列表的映射	STRING
HIGH	app/chain/base.py	0	判断媒体文件是否存在 :param mediainfo: 识别的媒体信息 :param itemid: 媒体服务器itemid :param server: 媒体服务器名称 :return: 如不存在返回none，存在时返回信息，包括每季已	STRING
64 more matches not shown…

Deep Nesting638 hits · 535 pts

Severity	File	Line	Context
LOW	database/versions/e2dbe1421fa4_2_0_3.py	20	CODE
LOW	database/versions/3891a5e722a1_2_1_7.py	21	CODE
LOW	database/versions/e5c7a9b1d3f6_3_0_16.py	863	CODE
LOW	app/command.py	165	CODE
LOW	app/command.py	293	CODE
LOW	app/monitor/dispatcher.py	96	CODE
LOW	app/monitor/monitor.py	370	CODE
LOW	app/monitor/monitor.py	435	CODE
LOW	app/monitor/monitor.py	491	CODE
LOW	app/monitor/monitor.py	604	CODE
LOW	app/monitor/monitor.py	803	CODE
LOW	app/monitor/poller.py	82	CODE
LOW	app/monitor/poller.py	220	CODE
LOW	app/monitor/watcher.py	353	CODE
LOW	app/monitor/syslimits.py	41	CODE
LOW	app/runtime/config.py	817	CODE
LOW	app/runtime/config.py	1014	CODE
LOW	app/runtime/log.py	634	CODE
LOW	app/runtime/log.py	224	CODE
LOW	app/runtime/log.py	323	CODE
LOW	app/runtime/log.py	408	CODE
LOW	app/runtime/log.py	501	CODE
LOW	app/runtime/events.py	477	CODE
LOW	app/runtime/events.py	782	CODE
LOW	app/runtime/events.py	831	CODE
LOW	app/runtime/events.py	845	CODE
LOW	app/runtime/localization.py	45	CODE
LOW	app/runtime/state.py	173	CODE
LOW	app/runtime/compat/diagnostics.py	144	CODE
LOW	app/runtime/compat/resource_imports.py	61	CODE
LOW	app/runtime/compat/resource_imports.py	104	CODE
LOW	app/runtime/capabilities/runtime.py	255	CODE
LOW	app/runtime/capabilities/runtime.py	338	CODE
LOW	app/runtime/capabilities/runtime.py	473	CODE
LOW	app/runtime/capabilities/runtime.py	660	CODE
LOW	app/runtime/capabilities/runtime.py	899	CODE
LOW	app/runtime/capabilities/runtime.py	1012	CODE
LOW	app/runtime/capabilities/runtime.py	1129	CODE
LOW	app/runtime/capabilities/runtime.py	1242	CODE
LOW	app/runtime/observability/__init__.py	96	CODE
LOW	app/runtime/observability/__init__.py	99	CODE
LOW	app/runtime/extensions/module_manager.py	156	CODE
LOW	app/runtime/extensions/plugin_manager.py	378	CODE
LOW	app/runtime/extensions/plugin_manager.py	470	CODE
LOW	app/runtime/extensions/plugin_manager.py	500	CODE
LOW	app/runtime/extensions/plugin_manager.py	728	CODE
LOW	app/runtime/extensions/plugin_manager.py	776	CODE
LOW	app/runtime/extensions/plugin_manager.py	799	CODE
LOW	app/runtime/extensions/plugin/sync.py	37	CODE
LOW	app/runtime/extensions/plugin/monitor.py	163	CODE
LOW	app/runtime/extensions/plugin/paths.py	118	CODE
LOW	app/runtime/extensions/plugin/tools.py	33	CODE
LOW	app/runtime/extensions/plugin/loader.py	44	CODE
LOW	app/runtime/extensions/plugin/loader.py	192	CODE
LOW	app/runtime/extensions/plugin/lifecycle.py	93	CODE
LOW	app/runtime/extensions/plugin/lifecycle.py	264	CODE
LOW	app/runtime/extensions/plugin/admission.py	60	CODE
LOW	app/runtime/extensions/plugin/projection.py	53	CODE
LOW	app/runtime/extensions/plugin/projection.py	83	CODE
LOW	app/runtime/extensions/plugin/projection.py	105	CODE
578 more matches not shown…

Unused Imports497 hits · 468 pts

Severity	File	Line	Context
LOW	database/versions/610bb05ddeef_2_1_2.py	8	CODE
LOW	database/versions/610bb05ddeef_2_1_2.py	12	CODE
LOW	database/versions/ca5461f314f2_2_1_0.py	8	CODE
LOW	database/versions/ecf3c693fdf3_2_0_5.py	8	CODE
LOW	database/versions/0fb94bf69b38_2_0_2.py	8	CODE
LOW	database/versions/3891a5e722a1_2_1_7.py	11	CODE
LOW	database/versions/4666ce24a443_2_1_8.py	8	CODE
LOW	database/versions/55390f1f77c1_2_0_9.py	8	CODE
LOW	database/versions/4b544f5d3b07_2_1_3.py	8	CODE
LOW	database/versions/4b544f5d3b07_2_1_3.py	12	CODE
LOW	database/versions/eaf9cbc49027_2_0_7.py	8	CODE
LOW	database/versions/bf28a012734c_2_0_8.py	8	CODE
LOW	app/doctor/runner.py	1	CODE
LOW	app/doctor/formatters.py	1	CODE
LOW	app/doctor/models.py	1	CODE
LOW	app/doctor/checks.py	1	CODE
LOW	app/runtime/tasks.py	3	CODE
LOW	app/runtime/log.py	1	CODE
LOW	app/runtime/events.py	32	CODE
LOW	app/runtime/stop.py	3	CODE
LOW	app/runtime/webpush.py	3	CODE
LOW	app/runtime/loop.py	3	CODE
LOW	app/runtime/settings.py	3	CODE
LOW	app/runtime/resources.py	3	CODE
LOW	app/runtime/correlation.py	3	CODE
LOW	app/runtime/dependencies.py	3	CODE
LOW	app/runtime/native_dependencies.py	3	CODE
LOW	app/runtime/compat/resource_imports.py	3	CODE
LOW	app/runtime/capabilities/registry.py	1	CODE
LOW	app/runtime/capabilities/__init__.py	3	CODE
LOW	app/runtime/capabilities/runtime.py	1	CODE
LOW	app/runtime/capabilities/model.py	1	CODE
LOW	app/runtime/observability/__init__.py	3	CODE
LOW	app/runtime/extensions/module_manager.py	1	CODE
LOW	app/runtime/extensions/resource.py	3	CODE
LOW	app/runtime/extensions/host_module_adapter.py	1	CODE
LOW	app/runtime/extensions/module/dispatcher.py	3	CODE
LOW	app/runtime/extensions/module/contracts.py	3	CODE
LOW	app/runtime/extensions/module/quality.py	3	CODE
LOW	app/runtime/extensions/plugin/catalog.py	3	CODE
LOW	app/runtime/extensions/plugin/sync.py	3	CODE
LOW	app/runtime/extensions/plugin/system.py	3	CODE
LOW	app/runtime/extensions/plugin/metadata.py	3	CODE
LOW	app/runtime/extensions/plugin/monitor.py	3	CODE
LOW	app/runtime/extensions/plugin/paths.py	3	CODE
LOW	app/runtime/extensions/plugin/tools.py	3	CODE
LOW	app/runtime/extensions/plugin/loader.py	3	CODE
LOW	app/runtime/extensions/plugin/lifecycle.py	3	CODE
LOW	app/runtime/extensions/plugin/storage.py	3	CODE
LOW	app/runtime/extensions/plugin/admission.py	3	CODE
LOW	app/runtime/extensions/plugin/clone.py	3	CODE
LOW	app/runtime/event/registry.py	3	CODE
LOW	app/runtime/event/dispatch.py	3	CODE
LOW	app/runtime/event/contracts.py	3	CODE
LOW	app/runtime/event/errors.py	3	CODE
LOW	app/runtime/event/binding.py	3	CODE
LOW	app/runtime/event/snapshot.py	3	CODE
LOW	app/chain/recommend.py	3	CODE
LOW	app/chain/listenbrainz.py	5	CODE
LOW	app/chain/listenbrainz.py	5	CODE
437 more matches not shown…

Hallucination Indicators28 hits · 330 pts

Severity	File	Line	Snippet	Context
CRITICAL⚡	app/modules/feishu/feishu.py	1373	response = self._api_client.cardkit.v1.card_element.content(	CODE
CRITICAL⚡	app/modules/feishu/feishu.py	1595	response = self._api_client.im.v1.file.get(	CODE
CRITICAL⚡	app/modules/feishu/feishu.py	1609	response = self._api_client.im.v1.message_resource.get(	CODE
CRITICAL	app/modules/feishu/feishu.py	1265	response = self._api_client.cardkit.v1.card.create(	CODE
CRITICAL	app/modules/feishu/feishu.py	1403	response = self._api_client.cardkit.v1.card.settings(	CODE
CRITICAL	app/modules/feishu/feishu.py	1445	response = self._api_client.im.v1.message.create(request)	CODE
CRITICAL	app/modules/feishu/feishu.py	1491	response = self._api_client.im.v1.message.reply(request)	CODE
CRITICAL	app/modules/feishu/feishu.py	1531	response = self._api_client.im.v1.image.create(	CODE
CRITICAL	app/modules/feishu/feishu.py	1565	response = self._api_client.im.v1.file.create(	CODE
CRITICAL	app/modules/feishu/feishu.py	1582	response = self._api_client.im.v1.image.get(	CODE
CRITICAL	app/modules/feishu/feishu.py	1906	response = self._api_client.im.v1.message.patch(	CODE
CRITICAL	app/modules/feishu/feishu.py	1938	response = self._api_client.im.v1.message_reaction.create(	CODE
CRITICAL	app/modules/feishu/feishu.py	1972	response = self._api_client.im.v1.message_reaction.delete(	CODE
CRITICAL⚡	app/modules/rtorrent/rtorrent.py	558	self._proxy.throttle.down.max.set(	CODE
CRITICAL⚡	app/modules/rtorrent/rtorrent.py	563	self._proxy.throttle.up.max.set(	CODE
CRITICAL	tests/test_feishu.py	371	client._api_client.im.v1.image.create.assert_called_once()	CODE
CRITICAL	tests/test_feishu.py	686	client._api_client.cardkit.v1.card_element.content.assert_called_once()	CODE
CRITICAL	tests/test_feishu.py	745	client._api_client.im.v1.image.create.assert_not_called()	CODE
CRITICAL	tests/test_feishu.py	777	client._api_client.im.v1.image.create.assert_not_called()	CODE
CRITICAL	tests/test_feishu.py	806	client._api_client.im.v1.image.create.assert_not_called()	CODE
CRITICAL	tests/test_feishu.py	892	client._api_client.im.v1.image.create.assert_not_called()	CODE
CRITICAL	tests/test_feishu.py	1035	client._api_client.im.v1.image.create.assert_called_once()	CODE
CRITICAL	tests/test_feishu.py	1072	client._api_client.im.v1.file.create.assert_called_once()	CODE
CRITICAL⚡	tests/test_metainfo.py	492	r"Ha.Ha.Ha.Ha.Ha.2026.S06E([0-1][0-9]).Part1 => 哈哈哈哈哈 (2020){[tmdbid=112732;type=tv]} S06E\1.Part1 && S06 <> .Pa	CODE
CRITICAL⚡	tests/test_rtorrent_compat.py	81	fake_proxy.throttle.down.max.set.assert_called_once_with(	CODE
CRITICAL⚡	tests/test_rtorrent_compat.py	85	fake_proxy.throttle.up.max.set.assert_called_once_with(	CODE
CRITICAL⚡	tests/test_rtorrent_compat.py	108	fake_proxy.throttle.down.max.set.assert_called_once_with(	CODE
CRITICAL⚡	tests/test_rtorrent_compat.py	112	fake_proxy.throttle.up.max.set.assert_not_called()	CODE

Cross-Language Confusion62 hits · 286 pts

Severity	File	Line	Snippet	Context
HIGH	app/agent/tools/impl/update_custom_identifiers.py	54	"4) Combined: '被替换词 => 替换词 && 前定位词 <> 后定位词 >> EP±N'; "	CODE
HIGH	app/adapters/network/browser.py	868	return style && style.visibility !== 'hidden'	CODE
HIGH	app/modules/themoviedb/tmdbapi.py	1046	"logo_path": null,	STRING
HIGH	app/modules/themoviedb/tmdbapi.py	1052	"logo_path": null,	STRING
HIGH	app/modules/themoviedb/tmdbapi.py	1461	"deathday": null,	STRING
HIGH⚡	app/modules/douban/__init__.py	924	"last_episode_number": null,	STRING
HIGH⚡	app/modules/douban/__init__.py	925	"interest_control_info": null,	STRING
HIGH⚡	app/modules/douban/__init__.py	933	"head_info": null,	STRING
HIGH⚡	app/modules/douban/__init__.py	939	"forum_info": null,	STRING
HIGH⚡	app/modules/douban/__init__.py	940	"webisode": null,	STRING
HIGH	app/modules/douban/__init__.py	986	"user": null,	STRING
HIGH	app/modules/douban/__init__.py	999	"interest": null,	STRING
HIGH	app/modules/douban/__init__.py	1072	"raw": null,	STRING
HIGH	app/modules/douban/__init__.py	1111	"release_date": null,	STRING
HIGH	app/modules/douban/__init__.py	1114	"pre_playable_date": null,	STRING
HIGH	app/modules/douban/__init__.py	1129	"user": null,	STRING
HIGH	app/modules/douban/__init__.py	1145	"video": null,	STRING
HIGH	app/modules/vocechat/__init__.py	123	"expires_in": null, //消息过期时长，如果有大于0数字，说明该消息是个限时消息	STRING
HIGH	app/modules/vocechat/__init__.py	124	"properties": null, //一些有关消息的元数据，比如at信息，文件消息的具体类型信息，如果是个图片消息，还会有一些宽高，图片名称等元信息	STRING
HIGH	app/modules/filemanager/storages/alist.py	450	"hash_info": null,	STRING
HIGH	app/modules/filemanager/storages/alist.py	658	"hash_info": null,	STRING
HIGH	app/modules/indexer/spider/hddolby.py	139	"imdb_id": null,	STRING
HIGH⚡	tests/test_metainfo.py	467	custom_words = ["旧名 => 新名 && 第 <> 集 >> EP+1"]	CODE
HIGH⚡	tests/test_metainfo.py	492	r"Ha.Ha.Ha.Ha.Ha.2026.S06E([0-1][0-9]).Part1 => 哈哈哈哈哈 (2020){[tmdbid=112732;type=tv]} S06E\1.Part1 && S06 <> .Pa	CODE
HIGH⚡	tests/test_metainfo.py	511	custom_words = ["旧名 => 新名 && 第 <> 集 >> EP+EP-1"]	CODE
HIGH⚡	tests/test_metainfo.py	523	custom_words = ["旧名 => 新名 && 第 <> 集 >> 2EP"]	CODE
HIGH⚡	tests/test_docker_entrypoint_permissions.py	185	resolve_browser_cache_dir \|\| printf 'rejected\\n'	STRING
HIGH⚡	tests/test_docker_entrypoint_permissions.py	209	resolve_browser_cache_dir \|\| printf 'rejected\\n'	STRING
HIGH⚡	tests/test_docker_entrypoint_permissions.py	573	MOVIEPILOT_BACKEND_READY_TIMEOUT=invalid wait_backend_ready 1 2 999999 \|\| true	STRING
HIGH	tests/test_architecture_ci.py	149	assert "--output-format=json > pylint-report.json \|\| true" in commands	CODE
HIGH⚡	tests/test_docker_bootstrap.py	1292	restore_previous_payload \|\| true	CODE
HIGH⚡	tests/test_docker_bootstrap.py	1294	"$([[ -f "${{APP_DIR}}/app/new.py" ]] && printf current \|\| printf missing)" \\	CODE
HIGH⚡	tests/test_docker_bootstrap.py	1295	"$([[ -f "${{APP_DIR}}/app/old.py" ]] && printf restored \|\| printf absent)" \\	CODE
HIGH⚡	tests/test_docker_bootstrap.py	1296	"$([[ -d "${{UPDATE_PREVIOUS_APP}}" ]] && printf retained \|\| printf moved)" \\	CODE
HIGH⚡	tests/test_docker_bootstrap.py	1390	swap_staged_payload \|\| rollback_update_transaction	CODE
HIGH⚡	tests/test_docker_bootstrap.py	1392	"$([[ -f "${{APP_DIR}}/app/old.py" ]] && printf old \|\| printf missing)" \\	CODE
HIGH⚡	tests/test_docker_bootstrap.py	1394	"$([[ -f "${{UPDATE_PENDING_FILE}}" ]] && printf present \|\| printf cleared)"	CODE
HIGH	tests/test_docker_bootstrap.py	161	'source "$1"; source_bundle_is_trusted() { control_bundle_generation "$1" >/dev/null; }; launcher_main',	CODE
HIGH	tests/test_docker_bootstrap.py	457	source_bundle_is_trusted() {{ control_bundle_generation "$1" >/dev/null; }}	CODE
HIGH	tests/test_docker_bootstrap.py	667	source_bundle_is_trusted() {{ control_bundle_generation "$1" >/dev/null; }}	CODE
HIGH	tests/test_docker_bootstrap.py	1192	"$([[ -f "${{APP_DIR}}/app/old.py" ]] && printf old \|\| printf missing)" \\	CODE
HIGH	tests/test_docker_bootstrap.py	1194	"$([[ -f "${{CONFIG_DIR}}/temp/__update_pending__" ]] && printf present \|\| printf cleared)" \\	CODE
HIGH	tests/test_docker_bootstrap.py	1241	finalize_update_transaction \|\| true	CODE
HIGH	tests/test_docker_bootstrap.py	1242	printf '%s\n' "$([[ -f "${{UPDATE_PENDING_FILE}}" ]] && printf present \|\| printf missing)"	CODE
HIGH	tests/test_docker_bootstrap.py	1428	test_connectivity_package 0 \|\| true	CODE
HIGH	tests/test_docker_bootstrap.py	1037	"count=$(cat \"${count_file}\" 2>/dev/null \|\| printf '0')\n"	STRING
HIGH	tests/test_subscription_query_service.py	123	'Subscribe\|{"type":"电影","season":null,'	CODE
HIGH⚡	tests/test_execute_command_tool.py	140	result = self._run_command("echo ok && rm -rf /")	CODE
HIGH⚡	tests/test_execute_command_tool.py	152	tool.run(action="run", command="echo ok && shutdown now", timeout=1)	CODE
HIGH⚡	tests/test_media_recognize_modules.py	118	self.assertEqual(result, "zh,en,null,ja")	CODE
HIGH	tests/test_publish_moviepilot_plugin_skill.py	137	payload = module.push(	CODE
HIGH⚡	tests/test_rust_accel.py	325	meta = metainfo_module.MetaInfo("旧名第03集", custom_words=["旧名 => 新名 && 第 <> 集 >> EP+1"])	CODE
HIGH⚡	tests/test_rust_accel.py	330	assert meta.apply_words == ["旧名 => 新名 && 第 <> 集 >> EP+1"]	CODE
HIGH⚡	scripts/local_setup.py	161	const backendPort = Number(process.env.PORT \|\| 3001)	STRING
HIGH⚡	scripts/local_setup.py	162	const frontendPort = Number(process.env.NGINX_PORT \|\| 3000)	STRING
HIGH⚡	scripts/local_setup.py	164	const backendHealthTimeoutMs = Number(process.env.MOVIEPILOT_FRONTEND_HEALTH_TIMEOUT_MS \|\| 3000)	STRING
HIGH⚡	scripts/local_setup.py	165	const backendHealthIntervalMs = Number(process.env.MOVIEPILOT_FRONTEND_HEALTH_INTERVAL_MS \|\| 15000)	STRING
HIGH⚡	scripts/local_setup.py	167	Number(process.env.MOVIEPILOT_FRONTEND_MAX_FAILURES \|\| 4),	STRING
HIGH	scripts/local_setup.py	221	return true	STRING
HIGH	scripts/local_setup.py	228	return false	STRING
2 more matches not shown…

Decorative Section Separators33 hits · 129 pts

Severity	File	Line	Snippet	Context
MEDIUM	app/adapters/external/wechat_crypt.py	10	# ------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_transfer_overwrite_declined.py	58	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_transfer_overwrite_declined.py	60	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_transfer_overwrite_declined.py	208	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_transfer_overwrite_declined.py	210	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_tmdb_retry_and_errors.py	49	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_tmdb_retry_and_errors.py	51	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_tmdb_retry_and_errors.py	168	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_tmdb_retry_and_errors.py	170	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_transfer_history_gate.py	51	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_transfer_history_gate.py	53	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_transfer_history_gate.py	129	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_transfer_history_gate.py	131	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_transfer_history_gate.py	308	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_transfer_history_gate.py	310	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_transfer_history_gate.py	367	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_transfer_history_gate.py	369	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_transfer_history_gate.py	385	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_transfer_history_gate.py	387	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_transfer_history_gate.py	410	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_transfer_history_gate.py	412	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_transfer_history_gate.py	481	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/test_transfer_history_gate.py	483	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_transfer_history_gate.py	281	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/test_transfer_history_gate.py	283	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	skills/moviepilot-api/scripts/mp-api.py	41	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	skills/moviepilot-api/scripts/mp-api.py	43	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	skills/moviepilot-api/scripts/mp-api.py	119	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	skills/moviepilot-api/scripts/mp-api.py	121	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	skills/moviepilot-api/scripts/mp-api.py	159	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	skills/moviepilot-api/scripts/mp-api.py	161	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	skills/moviepilot-api/scripts/mp-api.py	224	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	skills/moviepilot-api/scripts/mp-api.py	226	# ---------------------------------------------------------------------------	COMMENT

Modern Structural Boilerplate122 hits · 124 pts

Severity	File	Line	Snippet	Context
LOW	app/monitor/__init__.py	28	__all__ = ["DirectoryChangeEvent", "LocalDirectoryWatcher", "Monitor"]	CODE
LOW	app/doctor/__init__.py	30	__all__ = [	CODE
LOW	app/runtime/gc.py	12	logger = logging.getLogger(__name__)	CODE
LOW	app/runtime/log.py	501	def update_loggers(self) -> None:	CODE
LOW	app/runtime/events.py	198	def set_error_notifier(self, notifier: Optional[EventErrorNotifier]) -> None:	CODE
LOW	app/runtime/cache.py	21	logger = logging.getLogger(__name__)	CODE
LOW⚡	app/runtime/extensions/plugin_manager.py	940	def set_plugin_settling(self, settling: bool) -> None:	CODE
LOW	app/runtime/extensions/plugin/registry.py	91	def set_settling(self, settling: bool) -> None:	CODE
LOW	app/runtime/event/snapshot.py	116	__all__ = ["EventPayloadSnapshot", "snapshot_event_data"]	CODE
LOW	app/scheduler/__init__.py	28	__all__ = ["Scheduler", "SchedulerChain"]	CODE
LOW	app/scheduler/reconcile.py	365	def update_workflow_job(self, workflow: WorkflowSnapshot) -> None:	CODE
LOW	app/scheduler/reconcile.py	403	def update_plugin_job(self, pid: str) -> None:	CODE
LOW	app/foundation/version.py	6	__all__ = ["compare_version"]	CODE
LOW	app/chain/listenbrainz.py	13	__all__ = [	CODE
LOW	app/chain/workflow.py	387	def update_runtime_state(self) -> None:	CODE
LOW	app/chain/workflow.py	400	def set_node_state(self, action_id: str, state: str, message: Optional[str] = None) -> None:	CODE
LOW	app/chain/workflow.py	720	def update_progress(self) -> None:	CODE
LOW	app/chain/transfer/__init__.py	28	__all__ = ["TransferChain", "task_lock"]	CODE
LOW	app/chain/subscribe/__init__.py	27	__all__ = ["SubscribeChain"]	CODE
LOW	app/chain/download/__init__.py	30	__all__ = ["DownloadChain"]	CODE
LOW	app/agent/orchestrator.py	1299	def _set_event_value(event_data: Any, key: str, value: Any) -> None:	CODE
LOW	app/agent/contracts.py	35	__all__ = ["ReplyMode", "build_display_message"]	CODE
LOW	app/agent/middleware/runtime_config.py	42	__all__ = ["RuntimeConfigMiddleware"]	CODE
LOW	app/agent/middleware/subagents.py	1310	__all__ = [	CODE
LOW	app/agent/middleware/skills.py	605	__all__ = ["SKILL_TOOL_NAME", "SkillMetadata", "SkillsMiddleware"]	CODE
LOW	app/agent/middleware/policy.py	191	__all__ = [	CODE
LOW	app/agent/middleware/jobs.py	308	__all__ = [	CODE
LOW	app/agent/middleware/activity_log.py	756	__all__ = [	CODE
LOW	app/agent/middleware/usage.py	603	__all__ = ["UsageMiddleware"]	CODE
LOW	app/agent/tools/catalog.py	184	__all__ = [	CODE
LOW	app/agent/tools/tags.py	41	__all__ = ["ToolTag"]	CODE
LOW	app/agent/tools/manager.py	62	def set_data_context(self, data: AgentDataContext) -> None:	CODE
LOW	app/agent/tools/impl/_terminal_session.py	182	def _set_nonblocking(fd: int) -> None:	CODE
LOW	app/agent/llm/__init__.py	38	__all__ = [	CODE
LOW⚡	app/agent/llm/helper.py	1058	def _set_metadata_attr(name: str, value: Any) -> None:	CODE
LOW	app/agent/skills/metadata.py	8	logger = logging.getLogger(__name__)	CODE
LOW	app/agent/policy/sanitizer.py	1049	__all__ = [	CODE
LOW	app/agent/policy/registry.py	196	__all__ = [	CODE
LOW	app/agent/policy/secret_fields.py	69	__all__ = ["is_secret_setting_key"]	CODE
LOW	app/agent/policy/orchestrator.py	225	__all__ = [	CODE
LOW	app/agent/policy/contracts.py	240	__all__ = [	CODE
LOW	app/schemas/query.py	377	__all__ = [	CODE
LOW	app/testing/__init__.py	14	__all__ = ["stub_modules"]	CODE
LOW	app/adapters/network/browser.py	64	def set_extra_http_headers(self, headers: dict[str, str]) -> None:	CODE
LOW	app/adapters/network/browser.py	68	def set_default_timeout(self, timeout: int) -> None:	CODE
LOW	app/adapters/network/http.py	412	def update_headers(self, headers: dict[str, Any]) -> None:	CODE
LOW	app/adapters/network/http.py	416	def update_cookies(self, cookies: dict[str, Any]) -> None:	CODE
LOW	app/adapters/system/display/__init__.py	40	__all__ = ["DISPLAY_CAPABILITY_ID", "DisplayHelper", "VirtualDisplayResource"]	CODE
LOW	app/sdk/plugins.py	7	__all__ = ["ModuleManager", "PluginManager"]	CODE
LOW	app/sdk/logging.py	6	__all__ = ["logger"]	CODE
LOW	app/sdk/services.py	17	__all__ = [	CODE
LOW	app/sdk/media.py	41	__all__ = [	CODE
LOW	app/sdk/config.py	6	__all__ = ["global_vars", "settings"]	CODE
LOW	app/sdk/chain.py	5	__all__ = ["ChainBase"]	CODE
LOW	app/sdk/events.py	24	__all__ = [	CODE
LOW	app/sdk/database.py	6	__all__ = [	CODE
LOW	app/sdk/security.py	36	__all__ = [	CODE
LOW	app/sdk/cache.py	27	__all__ = [	CODE
LOW	app/sdk/browser.py	34	__all__ = ["launch_browser_context", "launch_browser_context_async"]	CODE
LOW	app/sdk/network.py	13	__all__ = [	CODE
62 more matches not shown…

AI Structural Patterns94 hits · 82 pts

Severity	File	Line	Context
LOW	app/plugins/__init__.py	337	CODE
LOW	app/runtime/cache.py	821	CODE
LOW	app/chain/_recognition.py	196	CODE
LOW	app/chain/_recognition.py	315	CODE
LOW	app/chain/message.py	248	CODE
LOW	app/chain/message.py	447	CODE
LOW	app/chain/recommend.py	303	CODE
LOW	app/chain/recommend.py	357	CODE
LOW	app/chain/recommend.py	486	CODE
LOW	app/chain/recommend.py	514	CODE
LOW	app/chain/search.py	325	CODE
LOW	app/chain/search.py	359	CODE
LOW	app/chain/scraping.py	995	CODE
LOW	app/chain/scraping.py	1337	CODE
LOW	app/chain/base.py	880	CODE
LOW	app/chain/base.py	934	CODE
LOW	app/chain/base.py	1059	CODE
LOW	app/chain/transfer/plan.py	889	CODE
LOW	app/chain/transfer/workflow.py	350	CODE
LOW	app/chain/transfer/workflow.py	418	CODE
LOW	app/chain/transfer/history.py	117	CODE
LOW	app/chain/subscribe/create.py	464	CODE
LOW	app/chain/subscribe/create.py	512	CODE
LOW	app/chain/subscribe/create.py	598	CODE
LOW	app/chain/subscribe/notify.py	98	CODE
LOW	app/chain/download/batch.py	32	CODE
LOW	app/chain/download/batch.py	65	CODE
LOW	app/chain/download/submission.py	261	CODE
LOW	app/chain/download/submission.py	295	CODE
LOW	app/agent/orchestrator.py	399	CODE
LOW	app/agent/orchestrator.py	2928	CODE
LOW	app/agent/middleware/subagents.py	1128	CODE
LOW	app/agent/middleware/usage.py	172	CODE
LOW	app/agent/tools/impl/update_subscribe.py	139	CODE
LOW	app/agent/tools/impl/update_download_tasks.py	124	CODE
LOW	app/agent/tools/impl/update_download_tasks.py	258	CODE
LOW	app/agent/tools/impl/update_site.py	102	CODE
LOW	app/agent/tools/impl/browse_webpage.py	167	CODE
LOW	app/agent/tools/impl/add_subscribe.py	180	CODE
LOW	app/agent/tools/impl/transfer_file.py	124	CODE
LOW	app/agent/tools/impl/transfer_file.py	226	CODE
LOW	app/agent/tools/impl/get_search_results.py	74	CODE
LOW	app/agent/tools/impl/execute_command.py	506	CODE
LOW	app/agent/tools/impl/query_popular_subscribes.py	72	CODE
LOW	app/agent/tools/impl/get_recommendations.py	128	CODE
LOW	app/agent/llm/provider.py	1857	CODE
LOW	app/agent/llm/helper.py	1145	CODE
LOW	app/agent/llm/helper.py	1471	CODE
LOW	app/adapters/network/http.py	353	CODE
LOW	app/adapters/network/http.py	1030	CODE
LOW	app/db/models/transferhistory.py	575	CODE
LOW	app/db/oper/message.py	22	CODE
LOW	app/db/oper/message.py	69	CODE
LOW	app/db/oper/agentchat.py	207	CODE
LOW	app/db/oper/transferhistory.py	360	CODE
LOW	app/api/endpoints/subscribe.py	576	CODE
LOW	app/api/endpoints/subscribe.py	771	CODE
LOW	app/api/endpoints/discover.py	102	CODE
LOW	app/api/endpoints/discover.py	133	CODE
LOW	app/api/endpoints/anilist.py	64	CODE
34 more matches not shown…

Structural Annotation Overuse35 hits · 59 pts

Severity	File	Line	Snippet	Context
LOW	app/modules/filemanager/storages/alipan.py	464	# Step 4: 转换为无符号int64	COMMENT
LOW	app/modules/filemanager/storages/alipan.py	479	# Step 8: 读取文件范围数据并编码	COMMENT
LOW	app/modules/filemanager/storages/u115.py	621	# Step 1: 初始化上传	COMMENT
LOW	app/modules/filemanager/storages/u115.py	647	# Step 2: 处理二次认证	COMMENT
LOW	app/modules/filemanager/storages/u115.py	684	# Step 3: 秒传	COMMENT
LOW	app/modules/filemanager/storages/u115.py	720	# Step 4: 获取上传凭证	COMMENT
LOW	app/modules/filemanager/storages/u115.py	732	# Step 5: 断点续传	COMMENT
LOW	app/modules/filemanager/storages/u115.py	749	# Step 6: 对象存储上传	COMMENT
LOW⚡	skills/create-moviepilot-skill/SKILL.md	43	### Step 1: Understand the Request	COMMENT
LOW⚡	skills/create-moviepilot-skill/SKILL.md	52	### Step 2: Check Existing Skills First	COMMENT
LOW⚡	skills/create-moviepilot-skill/SKILL.md	60	### Step 3: Choose the Skill ID and Path	COMMENT
LOW⚡	skills/create-moviepilot-skill/SKILL.md	67	### Step 4: Write Frontmatter Correctly	COMMENT
LOW	skills/create-moviepilot-skill/SKILL.md	91	### Step 5: Write the Body	COMMENT
LOW	skills/create-moviepilot-skill/SKILL.md	113	### Step 6: Add Supporting Files Only When They Help	COMMENT
LOW	skills/create-moviepilot-skill/SKILL.md	121	### Step 7: Implement the Skill	COMMENT
LOW	skills/create-moviepilot-skill/SKILL.md	135	### Step 8: Validate Before Finishing	COMMENT
LOW	skills/command-dispatch/SKILL.md	39	### Step 1: Identify User Intent	COMMENT
LOW	skills/command-dispatch/SKILL.md	46	### Step 2: Find Matching Command	COMMENT
LOW	skills/command-dispatch/SKILL.md	57	### Step 3: Extract Parameters and Execute	COMMENT
LOW	skills/command-dispatch/SKILL.md	66	### Step 4: Report Result	COMMENT
LOW⚡	skills/generate-identifiers/SKILL.md	135	### Step 1: Analyze the Problem	COMMENT
LOW⚡	skills/generate-identifiers/SKILL.md	143	### Step 2: Generate the Identifier Rule(s)	COMMENT
LOW⚡	skills/generate-identifiers/SKILL.md	151	### Step 3: Query Existing Identifiers	COMMENT
LOW⚡	skills/generate-identifiers/SKILL.md	159	### Step 4: Check for Duplicates	COMMENT
LOW⚡	skills/generate-identifiers/SKILL.md	166	### Step 5: Save the Updated Identifiers	COMMENT
LOW	skills/generate-identifiers/SKILL.md	178	### Step 6: Verify (Optional)	COMMENT
LOW	skills/generate-identifiers/SKILL.md	186	### Step 7: Report	COMMENT
LOW	skills/anysearch/README.md	70	### Step 1: Detect available runtime	COMMENT
LOW	skills/anysearch/README.md	88	### Step 2: Run entry test (probe all available runtimes)	COMMENT
LOW	skills/anysearch/README.md	111	### Step 3: Persist recommended runtime to configuration file	COMMENT
LOW	skills/transfer-failed-retry/SKILL.md	23	### Step 1: Query the Failed Transfer History	COMMENT
LOW	skills/transfer-failed-retry/SKILL.md	44	### Step 2: Analyze the Failure Reason	COMMENT
LOW	skills/transfer-failed-retry/SKILL.md	57	### Step 3: Delete the Failed History Record(s)	COMMENT
LOW	skills/transfer-failed-retry/SKILL.md	65	### Step 4: Re-identify and Re-organize	COMMENT
LOW	skills/transfer-failed-retry/SKILL.md	113	### Step 5: Report Result	COMMENT

Fake / Example Data25 hits · 28 pts

Severity	File	Line	Snippet	Context
LOW	app/adapters/network/browser.py	885	\|\| el.getAttribute('placeholder')	CODE
LOW	app/adapters/network/browser.py	896	placeholder: el.getAttribute('placeholder') \|\| '',	CODE
LOW	tests/test_telegram.py	40	telegram = Telegram(TELEGRAM_TOKEN="fake_token", TELEGRAM_CHAT_ID="fake_chat_id")	CODE
LOW	tests/test_browser_helper.py	125	"placeholder": "",	CODE
LOW⚡	tests/test_event_runtime_components.py	53	fake_name = "tests._fake_unloaded_plugin"	CODE
LOW⚡	tests/test_event_runtime_components.py	54	fake_module = types.ModuleType(fake_name)	CODE
LOW⚡	tests/test_event_runtime_components.py	55	sys.modules[fake_name] = fake_module	CODE
LOW	tests/test_event_runtime_components.py	66	del sys.modules[fake_name]	CODE
LOW⚡	tests/test_event_runtime_components.py	78	sys.modules.pop(fake_name, None)	CODE
LOW⚡	tests/test_event_runtime_components.py	83	fake_name = "tests._fake_unloaded_decorated_plugin"	CODE
LOW⚡	tests/test_event_runtime_components.py	84	fake_module = types.ModuleType(fake_name)	CODE
LOW⚡	tests/test_event_runtime_components.py	85	sys.modules[fake_name] = fake_module	CODE
LOW	tests/test_event_runtime_components.py	101	del sys.modules[fake_name]	CODE
LOW	tests/test_event_runtime_components.py	112	sys.modules.pop(fake_name, None)	CODE
LOW⚡	tests/test_api_authorization.py	307	fake_user = SimpleNamespace()	CODE
LOW⚡	tests/test_api_authorization.py	316	return fake_user	CODE
LOW⚡	tests/test_api_authorization.py	321	fake_user.values = values	CODE
LOW⚡	tests/test_api_authorization.py	322	return fake_user	CODE
LOW	tests/test_api_authorization.py	338	assert fake_user.values == {"avatar": "data:image/ico;base64,b'YXZhdGFy'"}	CODE
LOW	tests/test_agent_tool_result_policy.py	490	alias = AliasPath("placeholder")	CODE
LOW	tests/test_feedback_issue_scripts.py	155	"hunter2", "user@example.com", "/Users/alice/"):	CODE
LOW	scripts/local_setup.py	2221	"placeholder": str(param_conf.get("placeholder") or "").strip(),	CODE
LOW	scripts/local_setup.py	2287	placeholder = str(param_meta.get("placeholder") or "").strip()	CODE
LOW	skills/feedback-issue/scripts/feedback_issue_common.py	75	"lorem ipsum", "dolor sit amet",	CODE
LOW	skills/feedback-issue/scripts/feedback_issue_common.py	75	"lorem ipsum", "dolor sit amet",	CODE

Over-Commented Block19 hits · 19 pts

Severity	File	Line	Snippet	Context
LOW	app/monitor/dispatcher.py	321	if self._is_bluray_sub(event_path):	COMMENT
LOW	app/monitor/monitor.py	81	# 启动失败待重试的本地监控配置	COMMENT
LOW	app/runtime/config.py	121	# RESOURCE_TOKEN过期时间	COMMENT
LOW	app/runtime/config.py	161	DB_POSTGRESQL_HOST: str = "localhost"	COMMENT
LOW	app/runtime/config.py	181	# 异步连接池大小（每个被池化的事件循环）	COMMENT
LOW	app/runtime/config.py	461	TORRENT_TAG: str = "MOVIEPILOT"	COMMENT
LOW	app/runtime/config.py	501	# 本地文件操作是否走可强杀的子进程代理。	COMMENT
LOW	app/db/session.py	81	#	COMMENT
LOW	app/db/session.py	121		COMMENT
LOW	config/category.yaml	1	####### 配置说明 #######	COMMENT
LOW	config/category.yaml	61	# 12 Adventure	COMMENT
LOW	config/category.yaml	81	# 16 动画	COMMENT
LOW	config/category.yaml	101	# ar 阿拉伯语	COMMENT
LOW	config/category.yaml	121	# gl 加里西亚语	COMMENT
LOW	config/category.yaml	141	# mk 马其顿语	COMMENT
LOW	config/category.yaml	161	# sw 斯瓦希里语	COMMENT
LOW	config/category.yaml	181	# AR 阿根廷	COMMENT
LOW	config/category.yaml	201	# IT 意大利	COMMENT
LOW	config/category.yaml	221	# TW 中国台湾	COMMENT

Verbosity Indicators8 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	app/modules/filemanager/storages/alipan.py	464	# Step 4: 转换为无符号int64	COMMENT
LOW	app/modules/filemanager/storages/alipan.py	479	# Step 8: 读取文件范围数据并编码	COMMENT
LOW	app/modules/filemanager/storages/u115.py	621	# Step 1: 初始化上传	COMMENT
LOW	app/modules/filemanager/storages/u115.py	647	# Step 2: 处理二次认证	COMMENT
LOW	app/modules/filemanager/storages/u115.py	684	# Step 3: 秒传	COMMENT
LOW	app/modules/filemanager/storages/u115.py	720	# Step 4: 获取上传凭证	COMMENT
LOW	app/modules/filemanager/storages/u115.py	732	# Step 5: 断点续传	COMMENT
LOW	app/modules/filemanager/storages/u115.py	749	# Step 6: 对象存储上传	COMMENT

Overly Generic Function Names8 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	app/agent/middleware/subagents.py	472	async def run_task(	CODE
LOW	app/startup/initializers/plugins.py	582	async def execute_task(loop, task_func, task_name):	CODE
LOW	tests/test_architecture_egress.py	563	def helper(client):	STRING
LOW	tests/test_architecture_baseline_cli.py	382	"def helper():\n"	CODE
LOW	tests/test_plugin_settlement_lifecycle.py	25	async def execute_task(_loop, task_func, _task_name):	CODE
LOW	tests/test_scheduler_progress.py	146	async def run_task():	CODE
LOW	tests/test_scheduler_progress.py	183	async def run_task():	CODE
LOW	tests/test_scheduler_progress.py	215	async def run_task():	CODE

Magic Placeholder Names1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	skills/anysearch/scripts/shared/doc_spec.md	210	{{LANG_INVOKE}} search "climate change policy 2025" --api_key <your_api_key> --max_results 3	CODE

Dead Code2 hits · 4 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/test_agent_background_output.py	58		CODE
MEDIUM	tests/test_agent_background_output.py	65		CODE

Redundant / Tautological Comments2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	app/modules/wechat/wechat.py	422	# Read file content into memory to avoid file handle issues	COMMENT
LOW	app/modules/telegram/telegram.py	157	# Check if we should process this message	COMMENT

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings