taskforcesh/bullmq

8.1

Adjusted Score

8.1

Raw Score

100%

Time Factor

2026-08-28

Last Push

9.3K

Stars

TypeScript

Language

175.4K

Lines of Code

754

Files

872

Pattern Hits

2026-08-29

Scan Date

0.01

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 5MEDIUM 464LOW 403

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 872 distinct pattern matches across 19 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.

Decorative Section Separators450 hits · 936 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	python/bullmq/backend.py	328	# ============================================================	COMMENT
MEDIUM⚡	python/bullmq/backend.py	330	# ============================================================	COMMENT
MEDIUM⚡	python/bullmq/backend.py	340	# ============================================================	COMMENT
MEDIUM⚡	python/bullmq/backend.py	342	# ============================================================	COMMENT
MEDIUM⚡	python/bullmq/backend.py	351	# ============================================================	COMMENT
MEDIUM⚡	python/bullmq/backend.py	353	# ============================================================	COMMENT
MEDIUM	python/bullmq/backend.py	41	# ============================================================	COMMENT
MEDIUM	python/bullmq/backend.py	43	# ============================================================	COMMENT
MEDIUM	python/bullmq/backend.py	81	# ============================================================	COMMENT
MEDIUM	python/bullmq/backend.py	83	# ============================================================	COMMENT
MEDIUM	python/bullmq/backend.py	103	# ============================================================	COMMENT
MEDIUM	python/bullmq/backend.py	105	# ============================================================	COMMENT
MEDIUM	python/bullmq/backend.py	131	# ============================================================	COMMENT
MEDIUM	python/bullmq/backend.py	133	# ============================================================	COMMENT
MEDIUM	python/bullmq/backend.py	203	# ============================================================	COMMENT
MEDIUM	python/bullmq/backend.py	205	# ============================================================	COMMENT
MEDIUM	python/bullmq/backend.py	240	# ============================================================	COMMENT
MEDIUM	python/bullmq/backend.py	242	# ============================================================	COMMENT
MEDIUM	python/bullmq/backend.py	254	# ============================================================	COMMENT
MEDIUM	python/bullmq/backend.py	256	# ============================================================	COMMENT
MEDIUM	python/bullmq/backend.py	276	# ============================================================	COMMENT
MEDIUM	python/bullmq/backend.py	278	# ============================================================	COMMENT
MEDIUM⚡	python/bullmq/backends/postgres_backend.py	725	# ============================================================	COMMENT
MEDIUM⚡	python/bullmq/backends/postgres_backend.py	727	# ============================================================	COMMENT
MEDIUM⚡	python/bullmq/backends/postgres_backend.py	735	# ============================================================	COMMENT
MEDIUM⚡	python/bullmq/backends/postgres_backend.py	737	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/postgres_backend.py	236	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/postgres_backend.py	238	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/postgres_backend.py	266	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/postgres_backend.py	268	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/postgres_backend.py	284	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/postgres_backend.py	286	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/postgres_backend.py	376	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/postgres_backend.py	378	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/postgres_backend.py	548	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/postgres_backend.py	550	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/postgres_backend.py	590	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/postgres_backend.py	592	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/postgres_backend.py	606	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/postgres_backend.py	608	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/postgres_backend.py	632	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/postgres_backend.py	634	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/postgres_backend.py	798	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/postgres_backend.py	800	# ============================================================	COMMENT
MEDIUM⚡	python/bullmq/backends/redis_backend.py	405	# ============================================================	COMMENT
MEDIUM⚡	python/bullmq/backends/redis_backend.py	407	# ============================================================	COMMENT
MEDIUM⚡	python/bullmq/backends/redis_backend.py	417	# ============================================================	COMMENT
MEDIUM⚡	python/bullmq/backends/redis_backend.py	419	# ============================================================	COMMENT
MEDIUM⚡	python/bullmq/backends/redis_backend.py	424	# ============================================================	COMMENT
MEDIUM⚡	python/bullmq/backends/redis_backend.py	426	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/redis_backend.py	86	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/redis_backend.py	88	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/redis_backend.py	149	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/redis_backend.py	151	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/redis_backend.py	167	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/redis_backend.py	169	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/redis_backend.py	197	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/redis_backend.py	199	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/redis_backend.py	265	# ============================================================	COMMENT
MEDIUM	python/bullmq/backends/redis_backend.py	267	# ============================================================	COMMENT
390 more matches not shown…

Hyper-Verbose Identifiers191 hits · 201 pts

Severity	File	Line	Snippet	Context
LOW	python/tests/redis_connection_cluster_test.py	9	async def test_set_client_name_non_cluster(self):	CODE
LOW	python/tests/redis_connection_cluster_test.py	20	async def test_set_client_name_cluster(self):	CODE
LOW	python/tests/postgres_backend_test.py	20	def test_row_to_job_map_json_encodes_plain_strings(self):	CODE
LOW	python/tests/postgres_backend_test.py	41	def test_job_from_json_round_trips_plain_string_fields(self):	CODE
LOW	python/tests/postgres_backend_test.py	64	def test_client_name_includes_schema_namespace(self):	CODE
LOW	python/tests/postgres_backend_test.py	73	async def test_move_to_failed_keeps_failed_reason_as_raw_text(self):	CODE
LOW	python/tests/postgres_backend_test.py	143	async def test_returns_last_applied_migration_version(self):	CODE
LOW	python/tests/postgres_backend_test.py	161	def test_quote_schema_name_error_message_mentions_dollar_signs(self):	CODE
LOW	python/tests/postgres_backend_test.py	168	async def test_ensure_job_channel_listens_once_per_connection(self):	CODE
LOW	python/tests/postgres_backend_test.py	182	async def test_ensure_job_channel_relistens_after_reconnect(self):	CODE
LOW	python/tests/postgres_backend_test.py	200	async def test_reset_job_channel_forces_new_listen_connection(self):	CODE
LOW	python/tests/postgres_backend_test.py	218	async def test_listen_connection_applies_last_application_name_when_created(self):	CODE
LOW	python/tests/postgres_backend_test.py	248	async def test_set_application_name_updates_existing_listen_connection(self):	CODE
LOW	python/tests/postgres_backend_test.py	316	async def test_wait_for_job_reconnects_listen_channel_after_psycopg_error(self):	CODE
LOW	python/tests/postgres_backend_test.py	328	async def test_wait_for_job_returns_future_marker_when_only_delayed_jobs_exist(self):	CODE
LOW	python/tests/postgres_backend_test.py	352	async def test_extend_locks_batches_jobs_in_one_command(self):	CODE
LOW	python/tests/conftest.py	52	def pytest_collection_modifyitems(config, items):	CODE
LOW⚡	python/tests/redis_connection_test.py	10	def test_dict_opts_uses_single_connection(self, _mock_load):	CODE
LOW⚡	python/tests/redis_connection_test.py	15	def test_url_opts_uses_single_connection(self, _mock_load):	CODE
LOW⚡	python/tests/redis_connection_test.py	20	def test_caller_single_connection_client_does_not_raise(self, _mock_load):	CODE
LOW⚡	python/tests/redis_connection_test.py	28	async def test_get_redis_version_returns_none_when_info_lacks_redis_version(self, _mock_load):	CODE
LOW	python/tests/redis_connection_test.py	47	async def test_get_redis_version_returns_string_when_info_has_redis_version(self, _mock_load):	CODE
LOW⚡	python/tests/redis_connection_test.py	64	def test_returns_false_when_current_version_is_none(self):	CODE
LOW⚡	python/tests/redis_connection_test.py	69	def test_returns_true_when_current_below_minimum(self):	CODE
LOW⚡	python/tests/redis_connection_test.py	72	def test_returns_false_when_current_at_or_above_minimum(self):	CODE
LOW⚡	python/tests/redis_connection_test.py	78	def test_default_skip_flags_are_false(self, _mock_load):	CODE
LOW⚡	python/tests/redis_connection_test.py	83	def test_skip_flags_persist_when_set(self, _mock_load):	CODE
LOW⚡	python/tests/redis_connection_test.py	91	async def test_skip_version_check_short_circuits_get_redis_version(self, _mock_load):	CODE
LOW	python/tests/job_cancellation_test.py	48	async def test_wait_resolves_after_abort(self):	CODE
LOW	python/tests/job_cancellation_test.py	79	async def test_processor_observes_signal_after_cancel(self):	CODE
LOW	python/tests/job_cancellation_test.py	130	async def test_cancel_unknown_job_returns_false(self):	CODE
LOW	python/tests/job_cancellation_test.py	186	async def test_processor_without_signal_param_still_works(self):	CODE
LOW	python/tests/sql_loader_test.py	10	def test_resolve_sql_root_uses_repo_src_postgres_in_repo_layout(self):	CODE
LOW	python/tests/sql_loader_test.py	25	def test_resolve_sql_root_ignores_unrelated_ancestor_src_postgres(self):	CODE
LOW	python/tests/delay_test.py	29	async def test_progress_delayed_job_only_after_delayed_time(self):	CODE
LOW	python/tests/lock_manager_test.py	38	async def test_long_running_job_survives_lock_renewal(self):	CODE
LOW	python/tests/lock_manager_test.py	68	async def test_locks_renewed_event_emitted(self):	CODE
LOW	python/tests/lock_manager_test.py	108	async def test_tracked_jobs_cleared_after_completion(self):	CODE
LOW	python/tests/lock_manager_test.py	138	async def test_lock_manager_closes_idempotently(self):	CODE
LOW⚡	python/tests/test_imports.py	12	def test_unrecoverable_error_importable_from_package_root(self):	CODE
LOW⚡	python/tests/test_imports.py	17	def test_waiting_children_error_importable_from_package_root(self):	CODE
LOW⚡	python/tests/test_imports.py	22	def test_delayed_error_importable_from_package_root(self):	CODE
LOW	python/tests/queue_test.py	53	async def test_get_waiting_returns_jobs_in_ascending_order(self):	CODE
LOW	python/tests/queue_test.py	73	async def test_get_jobs_skips_missing_hash_and_backfills_waiting_range(self):	CODE
LOW	python/tests/queue_test.py	100	async def test_add_job_with_options(self):	CODE
LOW	python/tests/queue_test.py	129	async def test_is_paused_with_custom_prefix(self):	CODE
LOW	python/tests/queue_test.py	146	async def test_trim_events_manually(self):	CODE
LOW	python/tests/queue_test.py	164	async def test_trim_events_manually_with_custom_prefix(self):	CODE
LOW	python/tests/queue_test.py	259	async def test_retry_completed_jobs(self):	CODE
LOW	python/tests/queue_test.py	315	async def test_retry_failed_jobs_before_timestamp(self):	CODE
LOW	python/tests/queue_test.py	382	async def test_retry_jobs_when_queue_is_paused(self):	CODE
LOW	python/tests/queue_test.py	432	async def test_promote_all_delayed_jobs(self):	CODE
LOW	python/tests/queue_test.py	489	async def test_get_counts_per_priority(self):	CODE
LOW	python/tests/queue_test.py	517	async def test_obliterate_with_force_false_should_fail_with_active_jobs(self):	CODE
LOW	python/tests/queue_test.py	548	async def test_obliterate_with_force_true_should_succeed_with_active_jobs(self):	CODE
LOW	python/tests/queue_test.py	585	async def test_obliterate_with_force_true_parameter_conversion(self):	CODE
LOW	python/tests/queue_test.py	597	async def test_drain_count_added_unprocessed_jobs(self):	CODE
LOW	python/tests/queue_test.py	690	async def test_get_prioritized_jobs(self):	CODE
LOW	python/tests/queue_test.py	731	async def test_get_failed_returns_only_failed_jobs(self):	CODE
LOW	python/tests/queue_events_test.py	26	async def test_emits_added_event_with_job_id(self):	CODE
131 more matches not shown…

Over-Commented Block64 hits · 64 pts

Severity	File	Line	Snippet	Context
LOW	vitest.postgres.setup.ts	41	once: () => client,	COMMENT
LOW	osv-scanner.toml	1	# OSV Scanner Configuration	COMMENT
LOW	vitest.config.ts	41		COMMENT
LOW	python/run_tests_postgres.sh	1	#!/bin/bash	COMMENT
LOW	python/bullmq/scripts.py	61	encoded_key = optsEncodeMap.get(key, key)	COMMENT
LOW	rust/src/types.rs	81	impl Default for JobProgress {	COMMENT
LOW	rust/src/types.rs	221	///	COMMENT
LOW	rust/src/job.rs	41	/// A `Job` holds the data to be processed and all associated metadata.	COMMENT
LOW	rust/src/job.rs	61	#[serde(default)]	COMMENT
LOW	rust/src/job.rs	81	#[serde(skip_serializing_if = "Option::is_none")]	COMMENT
LOW	rust/src/job.rs	541		COMMENT
LOW	rust/src/error.rs	41		COMMENT
LOW	rust/src/error.rs	61		COMMENT
LOW	rust/src/lib.rs	1	#![warn(missing_docs)]	COMMENT
LOW	rust/src/lib.rs	21	//! #[tokio::main]	COMMENT
LOW	rust/src/queue_events.rs	1	//! Cross-process queue event listener.	COMMENT
LOW	rust/src/queue_events.rs	41	use crate::error::Error;	COMMENT
LOW	rust/src/queue_events.rs	81	pub struct QueueEventEntry {	COMMENT
LOW	rust/src/options.rs	41	/// Maximum iterations before stopping.	COMMENT
LOW	rust/src/options.rs	81	.finish()	COMMENT
LOW	rust/src/options.rs	341	pub backoff_strategy: Option<BackoffStrategyFn>,	COMMENT
LOW	rust/src/options.rs	421	/// Create default worker options.	COMMENT
LOW	rust/src/options.rs	581		COMMENT
LOW	rust/src/options.rs	621		COMMENT
LOW	rust/src/options.rs	661	pub remove_dependency_on_failure: Option<bool>,	COMMENT
LOW	rust/src/options.rs	681	/// ```	COMMENT
LOW	rust/src/options.rs	821	pub queue: String,	COMMENT
LOW	rust/src/worker.rs	141	/// Job progress was updated.	COMMENT
LOW	rust/src/worker.rs	161	/// use bullmq::{Worker, Job};	COMMENT
LOW	rust/src/worker.rs	541	write_uint(buf, limit as u64).unwrap();	COMMENT
LOW	rust/src/flow_producer.rs	261		COMMENT
LOW	rust/src/flow_producer.rs	281	self.add_with_opts(flow, &FlowOptions::default()).await	COMMENT
LOW	rust/src/flow_producer.rs	1041	}	COMMENT
LOW	rust/src/queue.rs	121		COMMENT
LOW	rust/src/queue.rs	1241		COMMENT
LOW	rust/src/queue.rs	1641	///	COMMENT
LOW	rust/src/queue.rs	2301	}	COMMENT
LOW	rust/src/queue.rs	2801	}	COMMENT
LOW	rust/src/redis_connection.rs	141	/// The connection is created with its response timeout disabled.	COMMENT
LOW	rust/src/job_scheduler.rs	41	/// End date (Unix timestamp in ms). No executions after this.	COMMENT
LOW	rust/src/job_scheduler.rs	61	pub name: String,	COMMENT
LOW	rust/src/job_scheduler.rs	81	#[serde(skip_serializing_if = "Option::is_none")]	COMMENT
LOW	tests/child_stdio_null.test.ts	21	// Other exports are preserved from the real module in case they get pulled in	COMMENT
LOW	dotnet/tests/BullMQ.Tests/AssemblyInfo.cs	1	using Xunit;	COMMENT
LOW	dotnet/scripts/test.sh	1	#!/usr/bin/env bash	COMMENT
LOW	dotnet/src/BullMQ/Worker.cs	1	namespace BullMQ;	COMMENT
LOW	dotnet/src/BullMQ/IQueueBackend.cs	1	namespace BullMQ;	COMMENT
LOW	dotnet/src/BullMQ/IQueueBackend.cs	61	/// <summary>Builds the connection client name (for discovery / observability).</summary>	COMMENT
LOW	dotnet/src/BullMQ/IQueueBackend.cs	281	/// <summary>	COMMENT
LOW	dotnet/src/BullMQ/PostgresBackend.cs	1	using System.Text.Json;	COMMENT
LOW	dotnet/src/BullMQ/PostgresBackend.cs	781	return dd <= 0 ? new MarkerResult(Name, 0) : new MarkerResult(Name, NowMs() + dd);	COMMENT
LOW	dotnet/src/BullMQ/Redis/LuaScripts.cs	1	using System.Reflection;	COMMENT
LOW	dotnet/src/BullMQ/Serialization/MsgPack.cs	1	using System.Buffers.Binary;	COMMENT
LOW	.github/workflows/codeql-analysis.yml	1	# For most projects, this workflow file will not need changing; you simply need	COMMENT
LOW	.github/workflows/codeql-analysis.yml	61	# ✏️ If the Autobuild fails above, remove it and uncomment the following three lines	COMMENT
LOW	.github/workflows/test.yml	461	# continue-on-error: true	COMMENT
LOW	.github/workflows/codeql.yml	1	# For most projects, this workflow file will not need changing; you simply need	COMMENT
LOW	src/classes/redis-queue-backend.ts	2741	// rejection must not surface as an unhandled promise rejection.	COMMENT
LOW	src/classes/redis-queue-backend.ts	2821	// If the watchdog abandons this command below, its (possibly much later)	COMMENT
LOW	src/classes/bun-redis-client.ts	541	}	COMMENT
4 more matches not shown…

Excessive Try-Catch Wrapping45 hits · 50 pts

Severity	File	Line	Snippet	Context
MEDIUM	python/tests/worker_test.py	612	def on_completed(completed_job, result):	CODE
MEDIUM	python/tests/worker_test.py	672	def on_completed(completed_job, result):	CODE
LOW	python/tests/worker_test.py	596	except Exception as e:	CODE
LOW	python/tests/worker_test.py	618	except Exception as e:	CODE
LOW	python/tests/worker_test.py	656	except Exception as e:	CODE
LOW	python/tests/worker_test.py	679	except Exception as e:	CODE
LOW	python/tests/worker_test.py	722	except Exception as e:	CODE
LOW	python/tests/worker_test.py	747	except Exception as e:	CODE
LOW	python/tests/worker_test.py	787	except Exception as e:	CODE
LOW	python/tests/worker_test.py	813	except Exception as e:	CODE
LOW	python/bullmq/queue.py	202	except Exception as err:	CODE
LOW	python/bullmq/worker.py	206	except Exception as e:	CODE
LOW	python/bullmq/worker.py	219	except Exception:	CODE
LOW	python/bullmq/worker.py	302	except Exception as err:	CODE
LOW	python/bullmq/worker.py	342	except Exception as err:	CODE
LOW	python/bullmq/worker.py	424	except Exception as err:	CODE
LOW	python/bullmq/worker.py	430	except Exception as err:	CODE
LOW	python/bullmq/worker.py	455	except Exception as err:	CODE
LOW	python/bullmq/worker.py	553	except Exception as e:	CODE
LOW	python/bullmq/worker.py	561	except Exception as e:	CODE
LOW	python/bullmq/worker.py	587	except Exception as err:	CODE
MEDIUM	python/bullmq/worker.py	555	def runStalledJobsCheck(self):	CODE
LOW	python/bullmq/queue_events.py	107	except Exception as err:	CODE
LOW	python/bullmq/queue_events.py	159	except Exception as err:	CODE
LOW	python/bullmq/queue_events.py	242	except Exception:	CODE
MEDIUM	python/bullmq/queue_events.py	102	def _autorun(self) -> None:	CODE
LOW	python/bullmq/lock_manager.py	157	except Exception as err:	CODE
LOW	python/bullmq/lock_manager.py	164	except Exception:	CODE
LOW	python/bullmq/lock_manager.py	241	except Exception as err:	CODE
LOW	python/bullmq/timer.py	22	except Exception as err:	CODE
MEDIUM	python/bullmq/timer.py	17	def _job(self) -> None:	CODE
LOW	python/bullmq/job.py	390	except Exception as err:	CODE
LOW	python/bullmq/utils.py	20	except Exception as e:	CODE
LOW	python/bullmq/utils.py	54	except Exception:	CODE
LOW⚡	python/bullmq/utils.py	71	except Exception:	CODE
LOW⚡	python/bullmq/utils.py	78	except Exception:	CODE
LOW⚡	python/bullmq/utils.py	84	except Exception:	CODE
MEDIUM	python/bullmq/utils.py	17	def extract_result(job_task, emit_callback):	CODE
LOW	python/bullmq/backends/postgres_backend.py	484	except Exception:	CODE
LOW	python/bullmq/backends/postgres_connection.py	248	except Exception:	CODE
LOW	python/bullmq/backends/postgres_connection.py	273	except Exception:	CODE
LOW	python/bullmq/backends/postgres_connection.py	280	except Exception:	CODE
LOW	python/bullmq/backends/redis_backend.py	100	except Exception as err:	CODE
LOW	python/bullmq/backends/redis_backend.py	106	except Exception as err:	CODE
LOW	docs/gitbook/guide/jobs/retrying-job.md	247	except Exception as error:	CODE

Unused Imports52 hits · 49 pts

Severity	File	Line	Context
LOW	python/tests/lock_manager_test.py	20	CODE
LOW	python/bullmq/queue_events.py	24	CODE
LOW	python/bullmq/lock_manager.py	20	CODE
LOW	python/bullmq/lock_manager.py	29	CODE
LOW	python/bullmq/backend.py	24	CODE
LOW	python/bullmq/backend.py	30	CODE
LOW	python/bullmq/job.py	1	CODE
LOW	python/bullmq/abort_controller.py	34	CODE
LOW	python/bullmq/__init__.py	10	CODE
LOW	python/bullmq/__init__.py	11	CODE
LOW	python/bullmq/__init__.py	12	CODE
LOW	python/bullmq/__init__.py	13	CODE
LOW	python/bullmq/__init__.py	14	CODE
LOW	python/bullmq/__init__.py	15	CODE
LOW	python/bullmq/__init__.py	16	CODE
LOW	python/bullmq/__init__.py	16	CODE
LOW	python/bullmq/__init__.py	16	CODE
LOW	python/bullmq/__init__.py	17	CODE
LOW	python/bullmq/__init__.py	18	CODE
LOW	python/bullmq/__init__.py	19	CODE
LOW	python/bullmq/__init__.py	19	CODE
LOW	python/bullmq/__init__.py	19	CODE
LOW	python/bullmq/job_scheduler.py	24	CODE
LOW	python/bullmq/job_scheduler.py	30	CODE
LOW	python/bullmq/job_scheduler.py	32	CODE
LOW	python/bullmq/job_scheduler.py	32	CODE
LOW	python/bullmq/job_scheduler.py	38	CODE
LOW	python/bullmq/queue_events_producer.py	10	CODE
LOW	python/bullmq/scripts.py	6	CODE
LOW	python/bullmq/custom_errors/__init__.py	1	CODE
LOW	python/bullmq/custom_errors/__init__.py	2	CODE
LOW	python/bullmq/custom_errors/__init__.py	3	CODE
LOW	python/bullmq/types/__init__.py	1	CODE
LOW	python/bullmq/types/__init__.py	2	CODE
LOW	python/bullmq/types/__init__.py	3	CODE
LOW	python/bullmq/types/__init__.py	4	CODE
LOW	python/bullmq/types/__init__.py	5	CODE
LOW	python/bullmq/types/__init__.py	6	CODE
LOW	python/bullmq/types/__init__.py	6	CODE
LOW	python/bullmq/types/__init__.py	7	CODE
LOW	python/bullmq/types/__init__.py	8	CODE
LOW	python/bullmq/types/__init__.py	9	CODE
LOW	python/bullmq/types/__init__.py	10	CODE
LOW	python/bullmq/types/__init__.py	10	CODE
LOW	python/bullmq/types/__init__.py	10	CODE
LOW	python/bullmq/backends/postgres_backend.py	16	CODE
LOW	python/bullmq/backends/postgres_backend.py	31	CODE
LOW	python/bullmq/backends/postgres_connection.py	15	CODE
LOW	python/bullmq/backends/__init__.py	1	CODE
LOW	python/bullmq/backends/redis_backend.py	17	CODE
LOW	python/bullmq/backends/redis_backend.py	32	CODE
LOW	python/bullmq/postgres/sql_loader.py	16	CODE

Redundant / Tautological Comments13 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	python/bullmq/worker.py	456	# Check if this is a connection error that should be retried	COMMENT
LOW	.github/workflows/release.yml	48	# Check if there are any changes to commit	COMMENT
LOW	.github/workflows/release.yml	69	# Check if there are actually changes to commit after adding	COMMENT
LOW	.github/workflows/release.yml	150	# Check if there are any changes to commit	COMMENT
LOW	.github/workflows/release.yml	170	# Check if there are actually changes to commit after adding	COMMENT
LOW	.github/workflows/release.yml	241	# Check if there are any changes to commit	COMMENT
LOW	.github/workflows/release.yml	260	# Check if there are actually changes to commit after adding	COMMENT
LOW	.github/workflows/release.yml	342	# Check if there are any changes to commit	COMMENT
LOW	.github/workflows/release.yml	361	# Check if there are actually changes to commit after adding	COMMENT
LOW	.github/workflows/release.yml	428	# Check if there are any changes to commit	COMMENT
LOW	.github/workflows/release.yml	448	# Check if there are actually changes to commit after adding	COMMENT
LOW	.github/workflows/release.yml	518	# Check if there are any changes to commit	COMMENT
LOW	.github/workflows/release.yml	538	# Check if there are actually changes to commit after adding	COMMENT

Fake / Example Data17 hits · 17 pts

Severity	File	Line	Snippet	Context
LOW	elixir/README.md	64	BullMQ.Queue.add("emails", "send", %{to: "user@example.com"},	CODE
LOW	elixir/README.md	99	BullMQ.Queue.add("emails", "send-welcome", %{to: "user@example.com"},	CODE
LOW	elixir/README.md	120	to: "user@example.com",	CODE
LOW	elixir/guides/flows.md	214	data: %{recipients: ["admin@example.com"]},	CODE
LOW	elixir/guides/workers.md	457	{:ok, job} = BullMQ.Queue.add("emails", "send", %{to: "user@example.com"},	CODE
LOW	elixir/guides/introduction.md	37	to: "user@example.com",	CODE
LOW	elixir/guides/deduplication.md	33	BullMQ.Queue.add("notifications", "send-email", %{to: "user@example.com"},	CODE
LOW	elixir/guides/deduplication.md	39	BullMQ.Queue.add("notifications", "send-email", %{to: "user@example.com"},	CODE
LOW	rust/README.md	52	"to": "user@example.com",	CODE
LOW	rust/tests/job_scheduler_test.rs	115	let data = serde_json::json!({"email": "user@example.com"});	CODE
LOW	tests/obliterate.test.ts	90	return job.log('Lorem Ipsum Dolor Sit Amet');	CODE
LOW	tests/obliterate.test.ts	90	return job.log('Lorem Ipsum Dolor Sit Amet');	CODE
LOW	docs/gitbook/elixir/introduction.md	72	to: "user@example.com",	CODE
LOW	php/README.md	100	'to' => 'user@example.com',	CODE
LOW	php/src/Queue.php	109	* $job = $queue->add('email', ['to' => 'user@example.com']);	COMMENT
LOW	dotnet/README.md	42	await queue.AddAsync("welcome", new { to = "user@example.com" });	CODE
LOW	dotnet/README.md	90	await queue.AddAsync("welcome", new { to = "user@example.com" });	CODE

Cross-File Repetition3 hits · 15 pts

Severity	File	Snippet	Context
HIGH	python/bullmq/types/queue_options.py	avoid version validation to be greater or equal than v5.0.0. @default false	STRING
HIGH	python/bullmq/types/worker_options.py	avoid version validation to be greater or equal than v5.0.0. @default false	STRING
HIGH	python/bullmq/types/queue_events_options.py	avoid version validation to be greater or equal than v5.0.0. @default false	STRING

AI Slop Vocabulary4 hits · 10 pts

Severity	File	Line	Snippet	Context
MEDIUM	python/bullmq/backends/postgres_backend.py	771	# claimable-job probe is a robust fallback (delivery of a NOTIFY that	COMMENT
MEDIUM	rust/src/lib.rs	5	//! A powerful, fast, and robust job queue backed by Redis.	COMMENT
MEDIUM	tests/stalled_jobs.test.ts	1111	// Wait for both failures so the test is robust to event ordering and	COMMENT
MEDIUM	src/classes/redis-queue-backend.ts	2752	// To make this robust we race the blocking command against a watchdog	COMMENT

Deep Nesting12 hits · 10 pts

Severity	File	Line	Context
LOW	python/tests/worker_test.py	229	CODE
LOW	python/tests/worker_test.py	416	CODE
LOW	python/tests/worker_test.py	429	CODE
LOW	python/bullmq/queue.py	223	CODE
LOW	python/bullmq/queue.py	420	CODE
LOW	python/bullmq/worker.py	158	CODE
LOW	python/bullmq/worker.py	436	CODE
LOW	python/bullmq/lock_manager.py	168	CODE
LOW	python/bullmq/job_scheduler.py	346	CODE
LOW	python/bullmq/scripts.py	197	CODE
LOW	python/bullmq/scripts.py	837	CODE
LOW	python/bullmq/backends/postgres_backend.py	748	CODE

Self-Referential Comments3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	python/tests/queue_test.py	525	# Create a worker that processes jobs slowly	COMMENT
MEDIUM	python/tests/queue_test.py	557	# Create a worker that processes jobs slowly	COMMENT
MEDIUM	.github/workflows/release.yml	318	# Create a clean directory with only the necessary files	COMMENT

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	rust/src/flow_producer.rs	273	/// The returned [`JobNode`] keeps the same tree shape as requested. The	COMMENT

Modern Structural Boilerplate5 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	python/bullmq/redis_connection.py	164	async def set_client_name(self, name: str) -> None:	CODE
LOW⚡	python/bullmq/redis_connection.py	180	async def _set_client_name_on_client(self, client, name: str) -> None:	CODE
LOW⚡	python/bullmq/redis_connection.py	186	def _set_client_name_on_pool(self, client, name: str) -> None:	CODE
LOW	python/bullmq/backends/postgres_connection.py	253	async def set_application_name(self, name: str) -> None:	CODE
LOW	python/bullmq/backends/__init__.py	3	__all__ = [	CODE

Docstring Block Structure1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	python/bullmq/job.py	108	Attempts to retry the job. Only a job that has failed or completed can be retried. Args: s	STRING

Verbosity Indicators3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	rust/tests/worker_test.rs	9827	// Step 1: complete	COMMENT
LOW	rust/tests/flow_test.rs	4454	// Step 0: Add a child dynamically	COMMENT
LOW	rust/tests/flow_test.rs	4492	// Step 1: Children are done, complete	COMMENT

Structural Annotation Overuse3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	rust/tests/worker_test.rs	9827	// Step 1: complete	COMMENT
LOW	rust/tests/flow_test.rs	4454	// Step 0: Add a child dynamically	COMMENT
LOW	rust/tests/flow_test.rs	4492	// Step 1: Children are done, complete	COMMENT

AI Structural Patterns3 hits · 3 pts

Severity	File	Line	Context
LOW	python/bullmq/scripts.py	544	CODE
LOW	python/bullmq/scripts.py	673	CODE
LOW	python/bullmq/scripts.py	682	CODE

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	.github/workflows/codeql.yml	58	# If you are analyzing a compiled language, you can modify the 'build-mode' for that language to customize how	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	dotnet/scripts/test.sh	10	# Usage:	COMMENT

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings