arc53/DocsGPT

Pattern Findings

The scanner identified 18652 distinct pattern matches across 24 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

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

Hyper-Verbose Identifiers12784 hits · 12294 pts

Severity	File	Line	Snippet	Context
LOW	frontend/src/connectors/ConnectionDrawer.tsx	163	function DisconnectConnectionModal({	CODE
LOW	frontend/src/constants/fileUpload.ts	309	async function isSupportedAttachmentFile(file: File): Promise<boolean> {	CODE
LOW	frontend/src/agents/schedules/TimezoneCombobox.tsx	52	function computeTimezoneOffsetLabel(tz: string): string {	CODE
LOW	frontend/src/agents/schedules/cronBuilder.ts	166	export function parseScheduleToFormValues(	CODE
LOW	frontend/src/agents/workflow/documentConfig.ts	38	export function documentsModeToInputDocuments(	CODE
LOW	frontend/src/agents/workflow/documentConfig.ts	72	export function toDocumentVariableOptions(	CODE
LOW	frontend/src/agents/workflow/documentConfig.ts	102	export function withChosenDocumentOptions(	CODE
LOW	frontend/src/agents/workflow/workflowPreviewSlice.ts	59	export function handleWorkflowPreviewAbort() {	CODE
LOW	frontend/src/agents/workflow/workflowPreviewSlice.ts	75	export function collectCompletedAttachmentIds(	CODE
LOW	frontend/src/modals/RegenerateAccessTokenModal.tsx	40	export default function RegenerateAccessTokenModal({	CODE
LOW	frontend/src/utils/sourceUtils.ts	64	export function selectedSourceIdsFromAgent(agent: {	CODE
LOW	frontend/src/components/artifactViewUtils.ts	249	export function filenameFromContentDisposition(	CODE
LOW	frontend/src/upload/uploadSlice.ts	247	function pruneEarlyAttachmentEvents(state: UploadState): void {	CODE
LOW	frontend/src/upload/uploadSlice.ts	259	function stashEarlyAttachmentEvent(	CODE
LOW	frontend/src/upload/uploadSlice.ts	289	function replayEarlyAttachmentEvents(	CODE
LOW	…d/src/backgroundJobs/ConversationNotificationToast.tsx	123	export default function ConversationNotificationToast() {	CODE
LOW	frontend/src/conversation/conversationHandlers.ts	252	export function handleFetchAnswerSteaming(	CODE
LOW	frontend/src/conversation/conversationHandlers.ts	903	export function handleFetchSharedAnswerStreaming(	CODE
LOW	docsgpt/worker.py	217	def _maybe_enqueue_graph_extraction(cfg, source_id, user):	CODE
LOW	docsgpt/worker.py	293	def _make_parse_progress_callback(task, user, source_id, start_pct, end_pct):	CODE
LOW	docsgpt/worker.py	354	def _apply_display_names_to_structure(structure, file_name_map, prefix=""):	CODE
LOW	docsgpt/worker.py	369	def _download_source_files_to_dir(storage, source_file_path, temp_dir):	CODE
LOW	docsgpt/worker.py	965	def _flatten_directory_structure(struct, prefix=""):	CODE
LOW	docsgpt/worker.py	1728	def _reject_unparseable_attachment(	CODE
LOW	docsgpt/worker.py	1752	def _reject_attachment_zip_bomb(local_path: str) -> None:	CODE
LOW	docsgpt/worker.py	2118	def _write_attachment_failure_row(	CODE
LOW	docsgpt/worker.py	2165	def record_attachment_failure(user, file_info, error, parser=None):	CODE
LOW	docsgpt/worker.py	2218	def _single_attachment_worker(self, file_info, user, *, emit_events: bool = True):	CODE
LOW	docsgpt/worker.py	2745	def _count_archive_member_outcome(	CODE
LOW	docsgpt/worker.py	2771	def _dispatch_archive_members(members: List[Dict[str, Any]], user: str) -> None:	CODE
LOW	docsgpt/worker.py	2812	def _record_archive_member_outcome(user: str, member_info: Dict[str, Any], outcome: Dict[str, Any]) -> None:	CODE
LOW	docsgpt/worker.py	2836	def sweep_stuck_archive_members(	CODE
LOW	docsgpt/worker.py	2965	def record_archive_member_failure(user: str, member_info: Dict[str, Any], error: Any) -> None:	CODE
LOW	docsgpt/worker.py	3117	def record_archive_task_failure(user: str, file_info: Dict[str, Any], error: Any) -> None:	CODE
LOW	docsgpt/worker.py	3141	def _archive_attachment_worker(self, file_info, user):	CODE
LOW	docsgpt/worker.py	3543	def _with_connection_credentials(source_data, connection_id: str):	CODE
LOW	docsgpt/worker.py	3582	def _link_source_to_connection(source_id: str, connection_id: str) -> None:	CODE
LOW	docsgpt/worker.py	4001	def publish_awaiting_redirect(authorization_url: str) -> None:	CODE
LOW	docsgpt/worker.py	4249	def convert_source_to_wiki_worker(self, source_id, user):	CODE
LOW	docsgpt/logging.py	313	def _accumulate_response_summary(item: Any, context: "LogContext") -> None:	CODE
LOW	docsgpt/attachment_names.py	47	def normalize_attachment_filename(	CODE
LOW	docsgpt/celery_init.py	40	def _dispose_db_engine_on_fork(args, *kwargs):	CODE
LOW	docsgpt/celery_init.py	129	def _reclaim_memory_after_task(task=None, **kwargs):	CODE
LOW	docsgpt/celery_init.py	224	def register_legacy_task_names(app: Celery) -> int:	CODE
LOW	docsgpt/cache.py	159	def get_pubsub_redis_instance():	CODE
LOW	docsgpt/upload_limits.py	43	def unsupported_upload_message(filename: str \| None) -> str:	CODE
LOW	docsgpt/upload_limits.py	56	def is_unsupported_upload_message(message: str \| None) -> bool:	CODE
LOW	docsgpt/upload_limits.py	163	def enforce_parseable_attachment(	CODE
LOW	docsgpt/upload_limits.py	240	def upload_request_limit_message(max_bytes: int \| None = None) -> str:	CODE
LOW	docsgpt/utils.py	117	def truncate_to_line_boundary(data: bytes) -> bytes:	CODE
LOW	docsgpt/utils.py	151	def num_tokens_from_object_or_list(thing):	CODE
LOW	docsgpt/utils.py	170	def calculate_doc_token_budget(	CODE
LOW	docsgpt/utils.py	200	def get_field_validation_errors(data, required_fields):	CODE
LOW	docsgpt/utils.py	295	def safe_user_storage_component(user_id: object) -> str:	CODE
LOW	docsgpt/utils.py	303	def get_agent_image_content_type(image_path: object) -> str \| None:	CODE
LOW	docsgpt/utils.py	347	def generate_agent_image_capability(	CODE
LOW	docsgpt/utils.py	366	def verify_agent_image_capability(	CODE
LOW	docsgpt/utils.py	397	def calculate_compression_threshold(	CODE
LOW	docsgpt/app.py	143	def _upload_limit_error_payload() -> dict[str, bool \| str]:	CODE
LOW⚡	docsgpt/app.py	155	def handle_request_entity_too_large(_error):	CODE
12724 more matches not shown…

Decorative Section Separators2055 hits · 7269 pts

Severity	File	Line	Snippet	Context
MEDIUM	setup.sh	172	# ========================	COMMENT
MEDIUM	setup.sh	174	# ========================	COMMENT
MEDIUM	setup.sh	236	# ========================	COMMENT
MEDIUM	setup.sh	238	# ========================	COMMENT
MEDIUM⚡	docsgpt/background/wake.py	178	# ----------------------------------------------------------------------	COMMENT
MEDIUM⚡	docsgpt/background/wake.py	180	# ----------------------------------------------------------------------	COMMENT
MEDIUM⚡	docsgpt/background/wake.py	258	# ----------------------------------------------------------------------	COMMENT
MEDIUM⚡	docsgpt/background/wake.py	260	# ----------------------------------------------------------------------	COMMENT
MEDIUM⚡	docsgpt/connectors/service.py	439	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	docsgpt/connectors/service.py	441	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/connectors/service.py	936	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/connectors/service.py	938	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/connectors/service.py	1085	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/connectors/service.py	1087	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/connectors/service.py	1187	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/connectors/service.py	1189	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/connectors/service.py	1743	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/connectors/service.py	1745	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/connectors/linear.py	47	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/connectors/linear.py	49	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/connectors/linear.py	112	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/connectors/linear.py	114	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/connectors/linear.py	192	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/connectors/linear.py	194	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/connectors/mcp.py	215	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/connectors/mcp.py	217	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/monitors/service.py	130	# ----------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/monitors/service.py	132	# ----------------------------------------------------------------------	COMMENT
MEDIUM⚡	docsgpt/monitors/service.py	174	# ----------------------------------------------------------------------	COMMENT
MEDIUM⚡	docsgpt/monitors/service.py	176	# ----------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/monitors/service.py	579	# ----------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/monitors/service.py	581	# ----------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/monitors/triggers.py	321	# ----------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/monitors/triggers.py	323	# ----------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/monitors/spec.py	444	# ----------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/monitors/spec.py	446	# ----------------------------------------------------------------------	COMMENT
MEDIUM⚡	docsgpt/monitors/tick.py	260	# ----------------------------------------------------------------------	COMMENT
MEDIUM⚡	docsgpt/monitors/tick.py	262	# ----------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/monitors/tick.py	114	# ----------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/monitors/tick.py	116	# ----------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/monitors/tick.py	371	# ----------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/monitors/tick.py	373	# ----------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/monitors/tick.py	513	# ----------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/monitors/tick.py	515	# ----------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/monitors/tick.py	575	# ----------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/monitors/tick.py	577	# ----------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/monitors/tick.py	664	# ----------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/monitors/tick.py	666	# ----------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/monitors/tick.py	817	# ----------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/monitors/tick.py	819	# ----------------------------------------------------------------------	COMMENT
MEDIUM⚡	docsgpt/llm/anthropic.py	563	# ------------------------------------------------------------------	COMMENT
MEDIUM⚡	docsgpt/llm/anthropic.py	565	# ------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/llm/anthropic.py	226	# ------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/llm/anthropic.py	228	# ------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/llm/anthropic.py	494	# ------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/llm/anthropic.py	496	# ------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/llm/anthropic.py	668	# ------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/llm/anthropic.py	670	# ------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/llm/anthropic.py	801	# ------------------------------------------------------------------	COMMENT
MEDIUM	docsgpt/llm/anthropic.py	803	# ------------------------------------------------------------------	COMMENT
1995 more matches not shown…

Excessive Try-Catch Wrapping1417 hits · 1328 pts

Severity	File	Line	Snippet	Context
MEDIUM	docsgpt/worker.py	517	def download_file(url, params, dest_path):	CODE
MEDIUM	docsgpt/worker.py	1508	def sync(	CODE
LOW	docsgpt/worker.py	213	except Exception as e:	CODE
LOW	docsgpt/worker.py	242	except Exception as e:	CODE
LOW	docsgpt/worker.py	266	except Exception as e:	CODE
LOW	docsgpt/worker.py	340	except Exception:	CODE
LOW	docsgpt/worker.py	383	except Exception as e:	CODE
LOW	docsgpt/worker.py	507	except Exception as e:	CODE
LOW	docsgpt/worker.py	707	except Exception as e:	CODE
LOW	docsgpt/worker.py	839	except Exception as e:	CODE
LOW	docsgpt/worker.py	962	except Exception:	CODE
LOW	docsgpt/worker.py	998	except Exception as e:	CODE
LOW	docsgpt/worker.py	1060	except Exception as de:	CODE
LOW	docsgpt/worker.py	1067	except Exception as e:	CODE
LOW	docsgpt/worker.py	1133	except Exception as e:	CODE
LOW	docsgpt/worker.py	1148	except Exception:	CODE
LOW	docsgpt/worker.py	1164	except Exception as e:	CODE
LOW	docsgpt/worker.py	1189	except Exception as e:	CODE
LOW	docsgpt/worker.py	1229	except Exception as e:	CODE
LOW	docsgpt/worker.py	1235	except Exception as e:	CODE
LOW	docsgpt/worker.py	1458	except Exception as upd_err:	CODE
LOW	docsgpt/worker.py	1480	except Exception as e:	CODE
LOW	docsgpt/worker.py	1534	except Exception as e:	CODE
LOW	docsgpt/worker.py	1807	except Exception as exc:	CODE
LOW	docsgpt/worker.py	1901	except Exception: # noqa: BLE001 - an unreadable PDF just has no page count	CODE
LOW	docsgpt/worker.py	1930	except Exception: # noqa: BLE001 - the planner falls back to an estimate	CODE
LOW	docsgpt/worker.py	2073	except Exception:	CODE
LOW	docsgpt/worker.py	2179	except Exception:	CODE
LOW	docsgpt/worker.py	2454	except Exception as e:	CODE
LOW	docsgpt/worker.py	2794	except Exception as exc:	CODE
LOW	docsgpt/worker.py	2950	except Exception as exc:	CODE
LOW	docsgpt/worker.py	3109	except Exception:	CODE
LOW	docsgpt/worker.py	3134	except Exception:	CODE
LOW	docsgpt/worker.py	3279	except Exception as e:	CODE
LOW	docsgpt/worker.py	3335	except Exception:	CODE
LOW	docsgpt/worker.py	3346	except Exception:	CODE
LOW	docsgpt/worker.py	3437	except Exception as e:	CODE
LOW	docsgpt/worker.py	3473	except Exception as e:	CODE
LOW	docsgpt/worker.py	3595	except Exception:	CODE
LOW	docsgpt/worker.py	3914	except Exception as upd_err:	CODE
LOW	docsgpt/worker.py	3954	except Exception as e:	CODE
LOW	docsgpt/worker.py	4051	except Exception as e:	CODE
LOW	docsgpt/worker.py	4058	except Exception as e:	CODE
LOW	docsgpt/worker.py	4148	except Exception:	CODE
LOW	docsgpt/worker.py	4358	except Exception as exc:	CODE
LOW	docsgpt/worker.py	4485	except Exception as e:	CODE
LOW	docsgpt/auth.py	63	except Exception:	CODE
LOW	docsgpt/logging.py	186	except Exception as exc:	CODE
LOW	docsgpt/logging.py	346	except Exception as e:	CODE
LOW	docsgpt/logging.py	405	except Exception as e:	CODE
LOW	docsgpt/attachment_full_text.py	75	except Exception as exc:	CODE
LOW	docsgpt/attachment_full_text.py	116	except Exception as exc:	CODE
LOW	docsgpt/attachment_full_text.py	194	except Exception as exc:	CODE
LOW	docsgpt/celery_init.py	53	except Exception:	CODE
LOW	docsgpt/celery_init.py	148	except Exception:	CODE
LOW	docsgpt/celery_init.py	168	except Exception:	CODE
LOW	docsgpt/cache.py	263	except Exception as e:	CODE
LOW	docsgpt/cache.py	270	except Exception as e:	CODE
LOW	docsgpt/cache.py	328	except Exception as e:	CODE
LOW	docsgpt/cache.py	359	except Exception as e:	CODE
1357 more matches not shown…

Unused Imports868 hits · 800 pts

Severity	File	Line	Context
LOW	docsgpt/worker.py	254	CODE
LOW	docsgpt/attachment_full_text.py	22	CODE
LOW	docsgpt/version.py	3	CODE
LOW	docsgpt/attachment_names.py	10	CODE
LOW	docsgpt/ui.py	13	CODE
LOW	docsgpt/asgi.py	3	CODE
LOW	docsgpt/upload_limits.py	3	CODE
LOW	docsgpt/gunicorn_conf.py	3	CODE
LOW	docsgpt/gunicorn_worker.py	15	CODE
LOW	docsgpt/cli.py	8	CODE
LOW	docsgpt/audit_events.py	15	CODE
LOW	docsgpt/pricing.py	3	CODE
LOW	docsgpt/app.py	32	CODE
LOW	docsgpt/mcp_server.py	15	CODE
LOW	docsgpt/background/service.py	3	CODE
LOW	docsgpt/background/reconciler.py	17	CODE
LOW	docsgpt/background/results.py	8	CODE
LOW	docsgpt/background/handoff.py	18	CODE
LOW	docsgpt/background/celery_runner.py	14	CODE
LOW	docsgpt/background/events.py	3	CODE
LOW	docsgpt/background/sandbox_runner.py	13	CODE
LOW	docsgpt/background/device_runner.py	27	CODE
LOW	docsgpt/background/continuation.py	28	CODE
LOW	docsgpt/background/jobs.py	9	CODE
LOW	docsgpt/background/context.py	12	CODE
LOW	docsgpt/background/guard.py	20	CODE
LOW	docsgpt/background/watch.py	29	CODE
LOW	docsgpt/background/pool.py	15	CODE
LOW	docsgpt/background/wake.py	15	CODE
LOW	docsgpt/background/fold.py	9	CODE
LOW	docsgpt/background/schema.py	9	CODE
LOW	docsgpt/connectors/catalog.py	11	CODE
LOW	docsgpt/connectors/oauth_flows.py	11	CODE
LOW	docsgpt/connectors/service.py	9	CODE
LOW	docsgpt/connectors/resolve.py	10	CODE
LOW	docsgpt/connectors/linear.py	12	CODE
LOW	docsgpt/connectors/attribution.py	8	CODE
LOW	docsgpt/connectors/github.py	9	CODE
LOW	docsgpt/monitors/fetch.py	15	CODE
LOW	docsgpt/monitors/service.py	10	CODE
LOW	docsgpt/monitors/tasks.py	3	CODE
LOW	docsgpt/monitors/triggers.py	14	CODE
LOW	docsgpt/monitors/secret_refs.py	28	CODE
LOW	docsgpt/monitors/events.py	3	CODE
LOW	docsgpt/monitors/checks.py	20	CODE
LOW	docsgpt/monitors/spec.py	15	CODE
LOW	docsgpt/monitors/links.py	20	CODE
LOW	docsgpt/monitors/sources.py	19	CODE
LOW	docsgpt/monitors/signatures.py	29	CODE
LOW	docsgpt/monitors/judge.py	11	CODE
LOW	docsgpt/monitors/tick.py	32	CODE
LOW	docsgpt/monitors/prefetch.py	19	CODE
LOW	docsgpt/tracing/preview.py	3	CODE
LOW	docsgpt/tracing/sink.py	3	CODE
LOW	docsgpt/tracing/__init__.py	20	CODE
LOW	docsgpt/tracing/__init__.py	20	CODE
LOW	docsgpt/tracing/__init__.py	20	CODE
LOW	docsgpt/tracing/__init__.py	20	CODE
LOW	docsgpt/tracing/__init__.py	20	CODE
LOW	docsgpt/tracing/__init__.py	20	CODE
808 more matches not shown…

Empty Error Handlers130 hits · 650 pts

Severity	File	Line	Snippet	Context
HIGH	docsgpt/worker.py	1901	except Exception: # noqa: BLE001 - an unreadable PDF just has no page count	CODE
HIGH	docsgpt/worker.py	504	except OSError:	CODE
HIGH	docsgpt/worker.py	2306	except OSError:	CODE
HIGH	docsgpt/worker.py	1148	except Exception:	CODE
HIGH	docsgpt/logging.py	84	except AttributeError:	CODE
HIGH	docsgpt/celery_init.py	116	except (OSError, AttributeError):	CODE
HIGH	docsgpt/celery_init.py	148	except Exception:	CODE
HIGH	docsgpt/cache.py	321	except AttributeError:	CODE
HIGH	docsgpt/usage.py	257	except AttributeError:	CODE
HIGH	docsgpt/background/handoff.py	326	except FuturesTimeout:	CODE
HIGH	docsgpt/connectors/service.py	656	except ImportError: # pragma: no cover - google libs are core deps	CODE
HIGH	docsgpt/connectors/service.py	1499	except CredentialDecryptionError:	CODE
HIGH	docsgpt/connectors/service.py	856	except CredentialDecryptionError:	CODE
HIGH	docsgpt/monitors/fetch.py	198	except ValueError:	CODE
HIGH	docsgpt/monitors/triggers.py	110	except ValueError:	CODE
HIGH	docsgpt/tracing/sink.py	81	except RuntimeError:	CODE
HIGH	docsgpt/tracing/llm.py	148	except AttributeError:	CODE
HIGH	docsgpt/llm/google_ai.py	620	except Exception:	CODE
HIGH	docsgpt/llm/google_ai.py	377	except (_json.JSONDecodeError, TypeError):	CODE
HIGH	docsgpt/llm/openai.py	743	except (json.JSONDecodeError, TypeError):	CODE
HIGH	docsgpt/llm/openai.py	811	except (json.JSONDecodeError, TypeError):	CODE
HIGH	docsgpt/llm/handlers/base.py	745	except (json.JSONDecodeError, TypeError):	CODE
HIGH	docsgpt/core/url_validation.py	185	except ValueError:	CODE
HIGH	docsgpt/guardrails/config.py	28	except Exception:	CODE
HIGH	docsgpt/security/encryption.py	153	except Exception:	CODE
HIGH	docsgpt/graphrag/store.py	2000	except Exception:	CODE
HIGH	docsgpt/deploy/docker.py	174	except (OSError, http.client.HTTPException):	CODE
HIGH	docsgpt/deploy/dev.py	145	except (ProcessLookupError, PermissionError, OSError):	CODE
HIGH	docsgpt/deploy/commands.py	1032	except Exception: # noqa: BLE001 - fall back to the message	CODE
HIGH	docsgpt/agents/research_agent.py	384	except json.JSONDecodeError:	CODE
HIGH	docsgpt/agents/research_agent.py	470	except json.JSONDecodeError:	CODE
HIGH	docsgpt/agents/research_agent.py	394	except (json.JSONDecodeError, ValueError):	CODE
HIGH	docsgpt/agents/research_agent.py	484	except (json.JSONDecodeError, ValueError):	CODE
HIGH	docsgpt/agents/workflows/workflow_engine.py	1182	except json.JSONDecodeError:	CODE
HIGH	docsgpt/agents/workflows/workflow_engine.py	1192	except json.JSONDecodeError:	CODE
HIGH	docsgpt/parser/file/tabular_parser.py	62	except (TypeError, ValueError):	CODE
HIGH	docsgpt/parser/file/audio_parser.py	26	except OSError:	CODE
HIGH	docsgpt/parser/file/docling_parser.py	314	except OSError:	CODE
HIGH	docsgpt/parser/remote/remote_creator.py	70	except json.JSONDecodeError:	CODE
HIGH	docsgpt/storage/local.py	80	except OSError:	CODE
HIGH	docsgpt/storage/db/bootstrap.py	263	except Exception:	CODE
HIGH	docsgpt/sandbox/daytona.py	476	except TypeError:	CODE
HIGH	docsgpt/sandbox/daytona.py	887	except Exception: # noqa: BLE001 - second failure -> generic IOError below	CODE
HIGH	docsgpt/sandbox/daytona.py	967	except Exception: # noqa: BLE001 - second failure -> classified below	CODE
HIGH	docsgpt/sandbox/jupyter_gateway.py	500	except Exception: # noqa: BLE001 - closing a socket must not mask results	CODE
HIGH	docsgpt/api/v1/translator.py	110	except (json.JSONDecodeError, TypeError):	CODE
HIGH	docsgpt/api/user/tasks.py	486	except Exception:	CODE
HIGH	docsgpt/api/user/tasks.py	570	except Exception:	CODE
HIGH	docsgpt/api/user/agents/routes.py	175	except json.JSONDecodeError:	CODE
HIGH	docsgpt/api/user/sources/routes.py	317	except FileNotFoundError:	CODE
HIGH	docsgpt/api/connector/routes.py	628	except Exception:	CODE
HIGH	docsgpt/api/events/routes.py	374	except Exception:	CODE
HIGH	docsgpt/vectorstore/embeddings_local.py	292	except Exception: # noqa: BLE001 -- any miss means the snapshot is incomplete	CODE
HIGH	docsgpt/vectorstore/pgconn.py	124	except Exception:	CODE
HIGH	docsgpt/vectorstore/pgvector.py	882	except Exception:	CODE
HIGH	docsgpt/vectorstore/pgvector.py	441	except Exception:	CODE
HIGH	docsgpt/vectorstore/pgvector.py	432	except Exception:	CODE
HIGH	docsgpt/vectorstore/pgvector.py	511	except Exception:	CODE
HIGH	docsgpt/vectorstore/pgvector.py	559	except Exception:	CODE
HIGH	docsgpt/vectorstore/pgvector.py	660	except Exception:	CODE
70 more matches not shown…

Docstring Block Structure116 hits · 580 pts

Severity	File	Line	Snippet	Context
HIGH	docsgpt/worker.py	1781	Decode an image attachment fully, so a damaged one is refused here. ``verify`` catches a broken structure and ``loa	STRING
HIGH	docsgpt/worker.py	1936	Store a PNG copy, beside the original, of an image the providers reject. Args: storage: The storage backend	STRING
HIGH	docsgpt/worker.py	2928	Parse one member of a zip attachment, then count it on the zip. The member is parsed like any upload but silently:	STRING
HIGH	docsgpt/worker.py	3142	Unpack a zip attachment and fan its members out to their own tasks. The zip keeps its own row as an index (``metada	STRING
HIGH	docsgpt/attachment_full_text.py	48	Save the whole extracted text beside the original file. Never raises: the upload must not fail because its side cop	STRING
HIGH	docsgpt/cache.py	48	Stable fingerprint of the generation-affecting kwargs. Args: extra: Keyword arguments forwarded to the gene	STRING
HIGH	docsgpt/cache.py	197	Build the Redis key for one generation call. Args: messages: Chat messages for the call. model: Mod	STRING
HIGH	docsgpt/utils.py	459	Convert PDF pages to images for LLMs that support images but not PDFs. This enables "synthetic PDF support" by	STRING
HIGH	docsgpt/background/handoff.py	233	Run one tool call, handing it off to a background job if it outlives the yield window. Args: context: The t	STRING
HIGH	docsgpt/background/jobs.py	131	The files a finished call produced, read off the tool as the executor does. Args: tool: The tool instance t	STRING
HIGH	docsgpt/background/jobs.py	180	Finish a job from the tool call that ran it: shape the result as the executor would. Args: job_id: The job.	STRING
HIGH	docsgpt/connectors/service.py	680	An unexpired OAuth ``token_info`` for an ingest connection. Holds a row lock (``SELECT ... FOR UPDATE``) while it c	STRING
HIGH	docsgpt/connectors/service.py	872	Store a connection for pasted credentials, or reuse the matching one. The same credentials for the same service map	STRING
HIGH	docsgpt/connectors/service.py	1569	Fix or release parameters of one action of a tool the user owns. Args: conn: Open database connection.	STRING
HIGH	docsgpt/connectors/linear.py	74	What a Linear source syncs, as it is stored in ``sources.remote_data``. Args: items: The wizard's choice (o	STRING
HIGH	docsgpt/connectors/mcp.py	173	Point a connection's built-in MCP tool (GitHub's) at its write or read-only endpoint. The tool's actions are re-rea	STRING
HIGH	docsgpt/connectors/mcp.py	355	Open one MCP session signed in with ``connection`` and run ``work`` in it. Args: connection: An MCP OAuth c	STRING
HIGH	docsgpt/connectors/github.py	104	Repositories ``token`` can read, most recently pushed first. Args: token: The connection's access token.	STRING
HIGH	docsgpt/monitors/fetch.py	127	Fetch a page and normalize it. Redirects are followed up to :data:`MAX_REDIRECTS` hops; every hop is a new pinn	STRING
HIGH	docsgpt/monitors/service.py	392	Store the signing secret the owner pasted in for a webhook monitor's live link (Stripe's, Slack's). Records an audi	STRING
HIGH	docsgpt/monitors/service.py	685	Show (or stop showing) a webhook monitor's raw secret to the assistant: the owner's choice only. Audited as ``monit	STRING
HIGH	docsgpt/monitors/secret_refs.py	270	Fill the referenced secrets into an approved call's arguments. Args: executor: The turn's ``ToolExecutor``	STRING
HIGH	docsgpt/monitors/checks.py	176	Run ``check`` on ``content`` against the stored state. Args: check: The monitor's check, or None (any chang	STRING
HIGH	docsgpt/monitors/spec.py	345	Validate ``monitor_create`` arguments into a :class:`MonitorRequest`. Args: arguments: What the model sent.	STRING
HIGH	docsgpt/monitors/links.py	101	Validate a signing secret the owner pastes in, for the link's scheme. Args: scheme: The link's signature sc	STRING
HIGH	docsgpt/monitors/sources.py	128	Find the call a source names: a function name the chat sees, or a tool name plus action. Args: executor: Th	STRING
HIGH	docsgpt/monitors/sources.py	275	Replay a tool source's call once, unattended, and normalize its result. Args: user_id: The owner the call r	STRING
HIGH	docsgpt/monitors/signatures.py	77	Verify a Standard Webhooks delivery. Args: secret: The ``whsec_`` secret. headers: The request head	STRING
HIGH	docsgpt/monitors/signatures.py	224	Verify a delivery for the link's scheme. Args: scheme: ``none``, ``standard_webhooks``, ``github``, ``hmac_	STRING
HIGH	docsgpt/monitors/judge.py	179	Ask the judge model whether ``content`` meets ``condition``. Args: user_id: The monitor's owner (billed, an	STRING
HIGH	docsgpt/llm/tool_images.py	38	The image as PNG, JPEG or WebP no larger than ``MAX_SIDE``. Args: raw: The image file's bytes. Returns	STRING
HIGH	docsgpt/llm/openai.py	925	Send a request, retrying once without tools on a tools-unsupported 400. Args: create: The provider	STRING
HIGH	docsgpt/llm/anthropic.py	123	Rewrite JSON Schema spellings ``transform_schema`` cannot read. Returns a copy (the input is not mutated) where a l	STRING
HIGH	docsgpt/core/url_validation.py	125	Validate a URL to prevent SSRF attacks. This function checks that: 1. The URL has an allowed scheme (http	STRING
HIGH	docsgpt/core/secret_key.py	95	Return a shared configured secret or a stable local-development secret. Args: configured_secret: Operator-s	STRING
HIGH	docsgpt/core/docs_pages.py	42	Return the page with its ``lastUpdated`` date set to ``day``. The field is replaced where it is, or added as the la	STRING
HIGH	docsgpt/core/model_registry.py	367	Build the deployment-wide model catalog for ``settings``. Loads the built-in YAMLs plus ``MODELS_CONFIG_DIR``, then	STRING
HIGH	docsgpt/core/model_registry.py	601	Log the problems :func:`diagnose_model_setup` finds; called at API and worker startup. Builds its own catalog rathe	STRING
HIGH	docsgpt/core/optional_deps.py	64	Import ``module`` or raise ``ImportError`` naming the extra to install. Args: module: Importable module pat	STRING
HIGH	docsgpt/core/settings/_shared.py	54	Turn a list setting's raw string into a list, or ``None`` to fall back to the field's default. Args: name:	STRING
HIGH	docsgpt/graphrag/store.py	242	Run ``operation(conn)``, once more on a fresh connection if it was dead. A graph build holds one checked-out co	STRING
HIGH	docsgpt/graphrag/store.py	869	Number of nodes for a source. Zero drives the ClassicRAG fallback. Args: source_id: Source whose no	STRING
HIGH	docsgpt/graphrag/store.py	933	One page of a source's nodes, highest degree first, with the match count. Args: source_id: Source w	STRING
HIGH	docsgpt/graphrag/store.py	1014	Node counts per type key over every node of a source. Spellings that share a :func:`graph_type_key` are folded	STRING
HIGH	docsgpt/graphrag/naming.py	82	Merge key for an entity name. Args: name: The entity name as the model wrote it. Returns: A lo	STRING
HIGH	docsgpt/agents/tool_pins.py	236	Validate a full list of actions sent by a client against the stored ones. The stored actions are the schema: a clie	STRING
HIGH	docsgpt/agents/attachment_context.py	156	Fence a file's text as untrusted data under its ref and name. The same fence the turn's inlined files use, so tool	STRING
HIGH	docsgpt/agents/tools/api_body_serializer.py	31	Serialize body data to appropriate format. Args: body_data: Dictionary of body parameters	STRING
HIGH	docsgpt/agents/tools/ntfy.py	21	Execute the specified action with given parameters. Args: action_name (str): Name of the a	STRING
HIGH	docsgpt/agents/tools/ntfy.py	43	Send a message to an ntfy topic on the specified server. Args: server_url (str): Base URL	STRING
HIGH	docsgpt/agents/tools/code_executor.py	635	Start the run detached and follow it until it ends or the turn hands it off. Args: manager: The san	STRING
HIGH	docsgpt/agents/tools/spec_parser.py	23	Parse an API specification and convert operations to action definitions. Supports OpenAPI 3.x and Swagger 2.0	STRING
HIGH	docsgpt/parser/embedding_pipeline.py	254	Embeds documents and stores them in a vector store. Resumable across Celery autoretries of the same task: when	STRING
HIGH	docsgpt/parser/chunking_creator.py	34	Instantiate the chunker registered under ``strategy``. Args: strategy: Registry key (e.g. ``classic	STRING
HIGH	docsgpt/parser/attachment_archive.py	192	Unpack the zip at ``path`` into ``dest_dir``. Args: path: The uploaded zip. dest_dir: An existing p	STRING
HIGH	docsgpt/parser/connectors/connector_creator.py	35	Create a connector instance for the specified type. Args: connector_type: Type of connecto	STRING
HIGH	docsgpt/parser/connectors/connector_creator.py	55	Create an auth provider instance for the specified connector type. Args: connector_type: T	STRING
HIGH	docsgpt/parser/file/ocr_parser.py	710	OCR ``(key, image)`` pairs, up to ``engine.concurrency`` requests at a time. ``items`` is consumed on the calling t	STRING
HIGH	docsgpt/parser/file/ocr_parser.py	1030	OCR only the given 0-based pages of ``file``, ignoring their text layers. Used by ``AnydocParser`` for mixed do	STRING
HIGH	docsgpt/parser/file/bulk.py	467	Load data from the input directory. Args: concatenate (bool): whether to concatenate all files into	STRING
56 more matches not shown…

Deep Nesting374 hits · 272 pts

Severity	File	Line	Context
LOW	docsgpt/worker.py	587	CODE
LOW	docsgpt/worker.py	863	CODE
LOW	docsgpt/worker.py	1252	CODE
LOW	docsgpt/worker.py	1684	CODE
LOW	docsgpt/worker.py	1862	CODE
LOW	docsgpt/worker.py	1906	CODE
LOW	docsgpt/worker.py	2218	CODE
LOW	docsgpt/worker.py	2473	CODE
LOW	docsgpt/worker.py	3408	CODE
LOW	docsgpt/worker.py	3669	CODE
LOW	docsgpt/worker.py	4225	CODE
LOW	docsgpt/worker.py	965	CODE
LOW	docsgpt/logging.py	47	CODE
LOW	docsgpt/cache.py	110	CODE
LOW	docsgpt/cache.py	159	CODE
LOW	docsgpt/cache.py	243	CODE
LOW	docsgpt/cache.py	278	CODE
LOW	docsgpt/cache.py	244	CODE
LOW	docsgpt/cache.py	279	CODE
LOW	docsgpt/utils.py	450	CODE
LOW	docsgpt/app.py	334	CODE
LOW	docsgpt/background/reconciler.py	53	CODE
LOW	docsgpt/background/continuation.py	145	CODE
LOW	docsgpt/background/continuation.py	166	CODE
LOW	docsgpt/background/continuation.py	453	CODE
LOW	docsgpt/background/continuation.py	569	CODE
LOW	docsgpt/background/pool.py	140	CODE
LOW	docsgpt/connectors/service.py	679	CODE
LOW	docsgpt/connectors/service.py	1192	CODE
LOW	docsgpt/connectors/service.py	1606	CODE
LOW	docsgpt/connectors/service.py	1662	CODE
LOW	docsgpt/monitors/service.py	446	CODE
LOW	docsgpt/monitors/secret_refs.py	85	CODE
LOW	docsgpt/monitors/secret_refs.py	89	CODE
LOW	docsgpt/monitors/checks.py	97	CODE
LOW	docsgpt/monitors/checks.py	218	CODE
LOW	docsgpt/monitors/tick.py	119	CODE
LOW	docsgpt/monitors/tick.py	201	CODE
LOW	docsgpt/monitors/tick.py	1083	CODE
LOW	docsgpt/seed/seeder.py	243	CODE
LOW	docsgpt/llm/llm_creator.py	29	CODE
LOW	docsgpt/llm/google_ai.py	98	CODE
LOW	docsgpt/llm/google_ai.py	173	CODE
LOW	docsgpt/llm/google_ai.py	259	CODE
LOW	docsgpt/llm/google_ai.py	493	CODE
LOW	docsgpt/llm/google_ai.py	542	CODE
LOW	docsgpt/llm/google_ai.py	577	CODE
LOW	docsgpt/llm/google_ai.py	695	CODE
LOW	docsgpt/llm/google_ai.py	791	CODE
LOW	docsgpt/llm/google_ai.py	810	CODE
LOW	docsgpt/llm/openai.py	117	CODE
LOW	docsgpt/llm/openai.py	143	CODE
LOW	docsgpt/llm/openai.py	692	CODE
LOW	docsgpt/llm/openai.py	1173	CODE
LOW	docsgpt/llm/openai.py	1212	CODE
LOW	docsgpt/llm/openai.py	1395	CODE
LOW	docsgpt/llm/openai.py	1798	CODE
LOW	docsgpt/llm/openai.py	1902	CODE
LOW	docsgpt/llm/openai.py	2084	CODE
LOW	docsgpt/llm/openai.py	2164	CODE
314 more matches not shown…

Modern Structural Boilerplate245 hits · 246 pts

Severity	File	Line	Snippet	Context
LOW	docsgpt/worker.py	2214	def update_state(self, args: Any, *kwargs: Any) -> None:	CODE
LOW	docsgpt/attachment_full_text.py	29	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/ui.py	27	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/cache.py	14	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/utils.py	21	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/usage.py	12	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/mcp_server.py	29	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/background/service.py	15	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/background/reconciler.py	29	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/background/handoff.py	33	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/background/celery_runner.py	23	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/background/events.py	11	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/background/sandbox_runner.py	27	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/background/device_runner.py	41	logger = logging.getLogger(__name__)	CODE
LOW⚡	docsgpt/background/device_runner.py	343	def _set_waiting(row: Dict[str, Any], waiting: bool) -> None:	CODE
LOW	docsgpt/background/continuation.py	48	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/background/jobs.py	26	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/background/jobs.py	343	def _settle_journal(conn: Any, row: Dict[str, Any]) -> None:	CODE
LOW	docsgpt/background/context.py	22	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/background/guard.py	30	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/background/watch.py	42	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/background/pool.py	26	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/background/wake.py	27	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/background/fold.py	20	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/connectors/resolve.py	21	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/connectors/attribution.py	18	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/monitors/service.py	36	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/monitors/tasks.py	10	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/monitors/triggers.py	32	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/monitors/secret_refs.py	39	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/monitors/events.py	10	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/monitors/sources.py	31	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/monitors/judge.py	21	logger = logging.getLogger(__name__)	CODE
LOW⚡	docsgpt/monitors/tick.py	1070	def _settle_event(row_id: Optional[str], status: str, error: Optional[str] = None) -> None:	CODE
LOW	docsgpt/monitors/tick.py	57	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/tracing/sink.py	12	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/tracing/__init__.py	55	__all__ = [	CODE
LOW	docsgpt/tracing/core.py	30	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/tracing/otel.py	38	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/llm/tool_images.py	19	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/llm/llm_creator.py	6	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/llm/openai.py	26	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/llm/credential_scope.py	31	logger = logging.getLogger(__name__)	CODE
LOW⚡	docsgpt/llm/anthropic.py	557	def _set_finish_reason(self, stop_reason: Optional[str]) -> None:	CODE
LOW	docsgpt/llm/anthropic.py	14	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/llm/base.py	15	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/llm/providers/openai_compatible.py	29	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/llm/providers/__init__.py	41	__all__ = ["ALL_PROVIDERS", "PROVIDERS_BY_NAME", "Provider"]	CODE
LOW⚡	docsgpt/llm/handlers/base.py	1292	def _set_context_room(agent, messages: List[Dict]) -> None:	CODE
LOW	docsgpt/llm/handlers/base.py	13	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/core/model_settings.py	6	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/core/model_registry.py	48	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/core/model_registry.py	84	def _setup(self) -> None:	CODE
LOW	docsgpt/core/model_yaml.py	29	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/core/settings/__init__.py	87	__all__ = ["SETTINGS_GROUPS", "Settings", "SettingsGroup", "current_dir", "settings"]	CODE
LOW	docsgpt/guardrails/config.py	17	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/guardrails/__init__.py	17	__all__ = [	CODE
LOW	docsgpt/guardrails/runtime.py	18	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/guardrails/guardrail_creator.py	11	logger = logging.getLogger(__name__)	CODE
LOW	docsgpt/guardrails/engine.py	24	logger = logging.getLogger(__name__)	CODE
185 more matches not shown…

Cross-Language Confusion43 hits · 238 pts

Severity	File	Line	Snippet	Context
HIGH	docsgpt/connectors/service.py	1713	text("UPDATE user_tools SET config = config \|\| CAST(:patch AS jsonb) WHERE id = :id"),	CODE
HIGH	docsgpt/storage/db/repositories/connector_sessions.py	443	(connector_sessions.session_data \|\| EXCLUDED.session_data)	STRING
HIGH	docsgpt/storage/db/repositories/background_jobs.py	234	sets.append("progress = progress \|\| CAST(:progress AS jsonb)")	CODE
HIGH	docsgpt/storage/db/repositories/background_jobs.py	279	"external = external \|\| CAST(:external AS jsonb), heartbeat_at = now(), "	CODE
HIGH	docsgpt/storage/db/repositories/background_jobs.py	296	"UPDATE background_jobs SET external = external \|\| CAST(:fields AS jsonb), "	CODE
HIGH	docsgpt/storage/db/repositories/conversations.py	1250	CASE WHEN elem->>'job_id' = :job_id THEN elem \|\| CAST(:patch AS jsonb) ELSE elem END	STRING
HIGH	docsgpt/api/user/teams/routes.py	639	when on file, else null) and ``caller`` — the caller's own live	STRING
HIGH	docsgpt/api/connector/connections.py	621	"Fix or release an action's parameters: {action, parameters: {name: value \| null}}. "	CODE
HIGH	docsgpt/api/connector/routes.py	153	if (payload && window.opener) {{	CODE
HIGH	docsgpt/alembic/versions/0019_agent_slug.py	4	``(user_id, slug)`` where slug is not null, so an exported agent can be	STRING
HIGH	docsgpt/alembic/versions/0051_device_jobs_links.py	19	header a ``header_token`` link reads (``X-Webhook-Token`` when null).	STRING
HIGH	docsgpt/devices/normalizer.py	12	``ls /tmp && whoami`` -> ``ls * && whoami``	STRING
HIGH	docsgpt/devices/normalizer.py	71	normalized segment sequence (approving ``ls /tmp && whoami`` won't	STRING
HIGH	docsgpt/devices/normalizer.py	72	auto-approve ``ls /tmp && rm /tmp/x``). Empty segments are skipped;	STRING
HIGH	docsgpt/devices/broker.py	918	"""A client-sent JSON number as an int; None for null, a bool or junk."""	STRING
HIGH	docsgpt/devices/denylist.py	146	``echo safe && rm -rf /`` still trips. Returns ``None`` if no segment	STRING
HIGH⚡	tests/test_template_engine.py	62	"{{ content }}", {"content": "<code>a < b && c == 'd'</code>"}	CODE
HIGH⚡	tests/test_template_engine.py	64	assert result == "<code>a < b && c == 'd'</code>"	CODE
HIGH⚡	…sts/agents/test_workflow_engine_structured_recovery.py	18	ok, val = _engine()._parse_structured_output('```json\n{"a": 1, "b": null}\n```')	CODE
HIGH⚡	tests/agents/test_cel_evaluator.py	103	assert evaluate_cel("a && b", {"a": True, "b": True}) is True	CODE
HIGH⚡	tests/agents/test_cel_evaluator.py	104	assert evaluate_cel("a && b", {"a": True, "b": False}) is False	CODE
HIGH⚡	tests/agents/test_cel_evaluator.py	105	assert evaluate_cel("a \|\| b", {"a": False, "b": True}) is True	CODE
HIGH	tests/agents/test_workflow_code_node.py	506	assert evaluate_cel('report.size > 0 && report.mime_type == "application/pdf"', state) is True	CODE
HIGH⚡	tests/agents/tools/test_code_executor_hints.py	191	"import subprocess\nsubprocess.run('apt-get update && apt-get install -y wkhtmltopdf', shell=True)",	CODE
HIGH⚡	tests/parser/file/test_tabular_parser.py	209	assert result == "COLUMNS: A \| B \|\| x \| y"	CODE
HIGH	tests/retriever/test_graph_rag.py	998	from_null = _personalized_pagerank(null, personalization=personalization)	CODE
HIGH⚡	tests/sandbox/test_detached_runs.py	118	assert request.command.startswith("cd /home/daytona/docsgpt-sandbox && echo ")	CODE
HIGH	tests/api/test_agent_portability.py	855	ctx.push()	CODE
HIGH	tests/api/test_workflow_portability.py	434	# Explicit null, with no prior workflow to fall back on.	COMMENT
HIGH⚡	tests/api/test_connector_oauth_security.py	71	with patch.object(settings, "CONNECTOR_ALLOWED_ORIGINS", "*, javascript:alert(1), null, not a url"), \	CODE
HIGH	tests/api/test_connector_oauth_security.py	176	assert "const payload = null;" in body	CODE
HIGH⚡	tests/api/test_pat_rules.py	324	ctx.push()	CODE
HIGH⚡	tests/notifications/test_routes.py	95	body = '{"tab_id": "t1", "conversation_id": null, "visible": false, "closing": true}'	CODE
HIGH	tests/devices/test_splitter.py	11	assert split_command("ls && rm -rf /") == ["ls", "rm -rf /"]	CODE
HIGH	tests/devices/test_splitter.py	15	assert split_command("foo \|\| bar") == ["foo", "bar"]	CODE
HIGH⚡	tests/devices/test_splitter.py	71	assert head_tokens("ls && rm -rf / \| grep foo") == ["ls", "rm", "grep"]	CODE
HIGH⚡	tests/devices/test_splitter.py	75	assert head_tokens("timeout 5 ls && nohup git push") == ["ls", "git"]	CODE
HIGH⚡	tests/devices/test_normalizer.py	37	assert normalize_command("ls -la && rm -rf /tmp") == "ls * && rm *"	CODE
HIGH⚡	tests/devices/test_normalizer.py	42	assert normalize_command("ls /tmp && whoami") == "ls * && whoami"	CODE
HIGH⚡	tests/devices/test_normalizer.py	44	normalize_command("ls /tmp && rm /tmp/x")	CODE
HIGH⚡	tests/devices/test_normalizer.py	45	!= normalize_command("ls /tmp && whoami")	CODE
HIGH⚡	tests/devices/test_denylist.py	208	assert check_denylist("echo safe && rm -rf /") == "rm -rf /"	CODE
HIGH	scripts/db/backfill.py	249	SET agent_preferences = users.agent_preferences \|\| EXCLUDED.agent_preferences,	STRING

Over-Commented Block264 hits · 204 pts

Severity	File	Line	Snippet	Context
LOW	pyproject.toml	121	"uvicorn-worker>=0.4,<1",	COMMENT
LOW	frontend/src/vite-env.d.ts	1	/// <reference types="vite/client" />	COMMENT
LOW	frontend/src/settings/types/index.ts	161	default?: boolean;	COMMENT
LOW	frontend/src/constants/fileUpload.ts	221	return ext !== '' && ATTACHMENT_PARSER_EXTENSIONS.includes(ext);	COMMENT
LOW	frontend/src/components/ui/card.tsx	21	// picker choices, whose selection is the border.	COMMENT
LOW	frontend/src/components/ui/button.tsx	61	// Popover combobox triggers: mirrors SelectTrigger so the two sit	COMMENT
LOW	frontend/src/hooks/useTokenAuth.ts	21	const OIDC_RETURN_TO_KEY = 'oidc_return_to';	COMMENT
LOW	frontend/src/events/eventStreamClient.ts	121	notifyHealth('connecting');	COMMENT
LOW	frontend/src/events/useEventStream.ts	41	// inside ``connectEventStream``.	COMMENT
LOW	docsgpt/requirements.txt	1	# GENERATED by scripts/export_requirements.sh from uv.lock -- do not edit.	COMMENT
LOW	docsgpt/requirements.txt	21	# daytona-toolbox-api-client-async	COMMENT
LOW	docsgpt/requirements.txt	41	anthropic==1.11.0	COMMENT
LOW	docsgpt/requirements.txt	61	# cyclopts	COMMENT
LOW	docsgpt/requirements.txt	81	botocore==1.43.108	COMMENT
LOW	docsgpt/requirements.txt	101	# requests	COMMENT
LOW	docsgpt/requirements.txt	121	# via celery	COMMENT
LOW	docsgpt/requirements.txt	161	# via docsgpt	COMMENT
LOW	docsgpt/requirements.txt	181	# via docsgpt	COMMENT
LOW	docsgpt/requirements.txt	201	# tldextract	COMMENT
LOW	docsgpt/requirements.txt	221	# via docsgpt	COMMENT
LOW	docsgpt/requirements.txt	241	# opentelemetry-exporter-otlp-proto-http	COMMENT
LOW	docsgpt/requirements.txt	261	# via httpx	COMMENT
LOW	docsgpt/requirements.txt	281	# via	COMMENT
LOW	docsgpt/requirements.txt	301	# fastembed	COMMENT
LOW	docsgpt/requirements.txt	321	# via keyring	COMMENT
LOW	docsgpt/requirements.txt	341	joserfc==1.7.5	COMMENT
LOW	docsgpt/requirements.txt	361	lark==1.3.1	COMMENT
LOW	docsgpt/requirements.txt	381	marshmallow==3.26.2	COMMENT
LOW	docsgpt/requirements.txt	401	# aiohttp	COMMENT
LOW	docsgpt/requirements.txt	421	# docsgpt	COMMENT
LOW	docsgpt/requirements.txt	441	# opentelemetry-exporter-otlp-proto-http	COMMENT
LOW	docsgpt/requirements.txt	461	opentelemetry-exporter-otlp==1.45.1	COMMENT
LOW	docsgpt/requirements.txt	481	# opentelemetry-instrumentation-asgi	COMMENT
LOW	docsgpt/requirements.txt	501	# via docsgpt	COMMENT
LOW	docsgpt/requirements.txt	521	opentelemetry-sdk==1.45.1	COMMENT
LOW	docsgpt/requirements.txt	541	# opentelemetry-instrumentation-wsgi	COMMENT
LOW	docsgpt/requirements.txt	561	# opentelemetry-instrumentation-sqlalchemy	COMMENT
LOW	docsgpt/requirements.txt	581	# via qdrant-client	COMMENT
LOW	docsgpt/requirements.txt	601	# opentelemetry-proto	COMMENT
LOW	docsgpt/requirements.txt	621	# via google-auth	COMMENT
LOW	docsgpt/requirements.txt	641	# openapi-pydantic	COMMENT
LOW	docsgpt/requirements.txt	661	# msal	COMMENT
LOW	docsgpt/requirements.txt	681	# daytona-toolbox-api-client-async	COMMENT
LOW	docsgpt/requirements.txt	701	python-socketio==5.17.0	COMMENT
LOW	docsgpt/requirements.txt	721	# via docsgpt	COMMENT
LOW	docsgpt/requirements.txt	741	# fastembed	COMMENT
LOW	docsgpt/requirements.txt	761	# via docsgpt	COMMENT
LOW	docsgpt/requirements.txt	781	# via python-engineio	COMMENT
LOW	docsgpt/requirements.txt	801	# docsgpt	COMMENT
LOW	docsgpt/requirements.txt	821	# docsgpt	COMMENT
LOW	docsgpt/requirements.txt	841	# daytona-analytics-api-client-async	COMMENT
LOW	docsgpt/requirements.txt	861	# opentelemetry-semantic-conventions	COMMENT
LOW	docsgpt/requirements.txt	881	# via	COMMENT
LOW	docsgpt/requirements.txt	901	# daytona-toolbox-api-client	COMMENT
LOW	docsgpt/requirements.txt	921	# fastmcp-slim	COMMENT
LOW	docsgpt/requirements.txt	941	win32-setctime==1.2.0 ; sys_platform == 'win32'	COMMENT
LOW	docsgpt/requirements-milvus.txt	1	# GENERATED by scripts/export_requirements.sh from uv.lock -- do not edit.	COMMENT
LOW	docsgpt/requirements-milvus.txt	21	# daytona-toolbox-api-client-async	COMMENT
LOW	docsgpt/requirements-milvus.txt	41	anthropic==1.11.0	COMMENT
LOW	docsgpt/requirements-milvus.txt	61	# cyclopts	COMMENT
204 more matches not shown…

Cross-File Repetition36 hits · 180 pts

Severity	File	Snippet	Context
HIGH	docsgpt/llm/handlers/google.py	create a tool result message in the standard internal format.	STRING
HIGH	docsgpt/llm/handlers/openai.py	create a tool result message in the standard internal format.	STRING
HIGH	docsgpt/llm/handlers/anthropic.py	create a tool result message in the standard internal format.	STRING
HIGH	docsgpt/agents/tools/memory.py	initialize the tool. args: tool_config: optional tool configuration. should include: - tool_id: unique identifier for th	STRING
HIGH	docsgpt/agents/tools/todo_list.py	initialize the tool. args: tool_config: optional tool configuration. should include: - tool_id: unique identifier for th	STRING
HIGH	docsgpt/agents/tools/notes.py	initialize the tool. args: tool_config: optional tool configuration. should include: - tool_id: unique identifier for th	STRING
HIGH	docsgpt/agents/tools/memory.py	return json metadata describing supported actions for tool schemas.	STRING
HIGH	docsgpt/agents/tools/todo_list.py	return json metadata describing supported actions for tool schemas.	STRING
HIGH	docsgpt/agents/tools/notes.py	return json metadata describing supported actions for tool schemas.	STRING
HIGH	docsgpt/storage/db/repositories/conversation_wakes.py	serialize ``value`` for a jsonb cast, stripping nuls postgres rejects.	STRING
HIGH	docsgpt/storage/db/repositories/monitors.py	serialize ``value`` for a jsonb cast, stripping nuls postgres rejects.	STRING
HIGH	docsgpt/storage/db/repositories/background_jobs.py	serialize ``value`` for a jsonb cast, stripping nuls postgres rejects.	STRING
HIGH	docsgpt/storage/db/repositories/todos.py	resolve a prompt by pg uuid or legacy mongo objectid. picks the lookup path from the id shape so non-uuid input never re	STRING
HIGH	docsgpt/storage/db/repositories/notes.py	resolve a prompt by pg uuid or legacy mongo objectid. picks the lookup path from the id shape so non-uuid input never re	STRING
HIGH	docsgpt/storage/db/repositories/prompts.py	resolve a prompt by pg uuid or legacy mongo objectid. picks the lookup path from the id shape so non-uuid input never re	STRING
HIGH	docsgpt/api/user/agents/routes.py	the json error response for an :class:`accessdenied`.	STRING
HIGH	docsgpt/api/user/sources/access.py	the json error response for an :class:`accessdenied`.	STRING
HIGH	docsgpt/api/user/analytics/routes.py	the json error response for an :class:`accessdenied`.	STRING
HIGH	docsgpt/vectorstore/embeddings_local.py	embed a single query string, clipped to ``embeddings_max_query_tokens``.	STRING
HIGH	docsgpt/vectorstore/embeddings_openai.py	embed a single query string, clipped to ``embeddings_max_query_tokens``.	STRING
HIGH	docsgpt/vectorstore/base.py	embed a single query string, clipped to ``embeddings_max_query_tokens``.	STRING
HIGH	tests/test_todo_tool.py	a ``default_{user_id}`` tool_id must no-op with a polite error.	STRING
HIGH	tests/test_memory_tool.py	a ``default_{user_id}`` tool_id must no-op with a polite error.	STRING
HIGH	tests/test_notes_tool.py	a ``default_{user_id}`` tool_id must no-op with a polite error.	STRING
HIGH	tests/graphrag/test_extraction.py	never leak a pool into another test; the ephemeral dsn dies with its db.	STRING
HIGH	tests/graphrag/test_store.py	never leak a pool into another test; the ephemeral dsn dies with its db.	STRING
HIGH	tests/graphrag/test_retriever_live.py	never leak a pool into another test; the ephemeral dsn dies with its db.	STRING
HIGH	…torage/db/repositories/test_reconciliation_liveness.py	update tool_call_attempts set attempted_at = clock_timestamp() - make_interval(mins => :age), updated_at = clock_timesta	STRING
HIGH	tests/storage/db/repositories/test_reconciliation.py	update tool_call_attempts set attempted_at = clock_timestamp() - make_interval(mins => :age), updated_at = clock_timesta	STRING
HIGH	tests/api/user/test_reconciliation.py	update tool_call_attempts set attempted_at = clock_timestamp() - make_interval(mins => :age), updated_at = clock_timesta	STRING
HIGH	tests/storage/db/repositories/test_todos.py	insert a user_tools row and return its uuid as a string.	STRING
HIGH	tests/storage/db/repositories/test_memories.py	insert a user_tools row and return its uuid as a string.	STRING
HIGH	tests/storage/db/repositories/test_notes.py	insert a user_tools row and return its uuid as a string.	STRING
HIGH	tests/vectorstore/test_milvus.py	deterministic 3-dim embeddings: distinct texts get distinct directions.	STRING
HIGH	tests/vectorstore/test_qdrant.py	deterministic 3-dim embeddings: distinct texts get distinct directions.	STRING
HIGH	tests/vectorstore/test_faiss.py	deterministic 3-dim embeddings: distinct texts get distinct directions.	STRING

Modern AI Meta-Vocabulary55 hits · 178 pts

Severity	File	Line	Snippet	Context
MEDIUM	frontend/src/admin/AdminUI.test.ts	70	// The values below are the only ones the writers produce: guardrails emit	COMMENT
MEDIUM	frontend/src/admin/AdminUI.tsx	181	// (guardrails/runtime.py) and its .action carries flag/block; the device feed	COMMENT
MEDIUM	docsgpt/app.py	72	# Which embedding model this installation uses is a property of its index, not of	COMMENT
MEDIUM⚡	docsgpt/background/wake.py	253	# The stored result passed the guardrails when the job finished (jobs.finalize).	COMMENT
MEDIUM	docsgpt/llm/openai.py	280	# the model's chain-of-thought survives the in-turn tool round-trip.	COMMENT
MEDIUM⚡	docsgpt/agents/research_agent.py	181	# Main orchestration	COMMENT
MEDIUM	docsgpt/agents/headless_runner.py	259	# Agentic and research agents render the agentic preset, as in a chat.	COMMENT
MEDIUM	docsgpt/agents/headless_runner.py	286	# Sources are used as in a chat turn of this agent type: agentic and	COMMENT
MEDIUM	docsgpt/agents/headless_runner.py	374	# agent, so it carries the same guardrails an interactive turn would.	COMMENT
MEDIUM	docsgpt/agents/tool_executor.py	1784	# Journal it like the branches below, so a hallucination storm	COMMENT
MEDIUM	docsgpt/agents/tools/internal_search.py	58	# Dispatch per-source so on-demand agentic search honours the same	COMMENT
MEDIUM	docsgpt/agents/tools/read_document.py	352	# docsgpt/guardrails/engine.py. ``shutdown(cancel_futures=True)``	COMMENT
MEDIUM	docsgpt/agents/workflows/workflow_engine.py	408	# No ``agent_config`` here, deliberately: per-agent guardrails are not	COMMENT
MEDIUM	docsgpt/parser/chunking.py	39	# Counted in the embedding model's tokenizer, not cl100k: ``max_tokens``	COMMENT
MEDIUM	docsgpt/retriever/graph_rag.py	338	# mass rather than whatever absolute cosine this embedding model emits.	COMMENT
MEDIUM	docsgpt/storage/db/models.py	413	# Per-agent behavior contract (AgentConfig — guardrails today). Empty	COMMENT
MEDIUM	docsgpt/storage/db/models.py	414	# ``{}`` parses to guardrails-disabled.	COMMENT
MEDIUM	docsgpt/storage/db/repositories/token_usage.py	198	# title generation, history compression, RAG question condensing,	COMMENT
MEDIUM	docsgpt/api/answer/routes/base.py	1275	# blobs, never plaintext chain-of-thought.	COMMENT
MEDIUM⚡	docsgpt/api/answer/services/stream_processor.py	2111	# the agentic swap applied.	COMMENT
MEDIUM	docsgpt/api/answer/services/stream_processor.py	791	# actual context window instead of the default 128k.	COMMENT
MEDIUM	docsgpt/api/answer/services/stream_processor.py	1550	# Per-agent behavior contract (guardrails). The floor is	COMMENT
MEDIUM	docsgpt/api/answer/services/stream_processor.py	1655	# the upstream context window for any small (e.g. 8k/32k) BYOM.	COMMENT
MEDIUM	docsgpt/api/answer/services/stream_processor.py	2390	# A resumed turn is still the same turn: rebuild it with the guardrails	COMMENT
MEDIUM	docsgpt/api/answer/services/stream_processor.py	2448	# _get_prompt_content handles the agentic preset swap and caching;	COMMENT
MEDIUM	docsgpt/api/answer/services/stream_processor.py	2496	# Create LLM and handler (dependency injection)	COMMENT
MEDIUM	docsgpt/api/answer/services/stream_processor.py	2593	# tools_dict (classic/agentic/research), and only when a writable wiki	COMMENT
MEDIUM	docsgpt/api/answer/services/stream_processor.py	2601	# D11: agentic/research always carry a retriever_config; classic carries	COMMENT
MEDIUM	…t/api/answer/services/compression/threshold_checker.py	68	# Get context window limit for model	COMMENT
MEDIUM	docsgpt/api/user/resource_access.py	56	"edit_policy": "editor", # guardrails and quotas	CODE
MEDIUM	docsgpt/api/user/agents/routes.py	219	# Agent fields that are the owner's policy (guardrails and the pooled quota).	COMMENT
MEDIUM	tests/llm/test_credential_scope.py	670	# Sub-LLMs the agent builds (rephrase, guardrails) get no OpenAI key to misroute.	COMMENT
MEDIUM⚡	tests/core/test_models_config_dir.py	121	# Override anthropic claude-haiku-4-5 to claim a 1M context window	STRING
MEDIUM	tests/integration/test_chat.py	1212	# Workflow with agentic node tests	COMMENT
MEDIUM⚡	tests/agents/test_workflow_agent_types.py	180	# Workflow engine: agentic agent node execution	COMMENT
MEDIUM⚡	tests/agents/test_research_agent.py	818	# _gen_inner (full orchestration tests)	COMMENT
MEDIUM	tests/parser/test_chunking_strategies.py	22	# Chunk budgets are enforced in the embedding model's tokenizer, so a	COMMENT
MEDIUM⚡	tests/storage/db/repositories/test_activity.py	87	# The values the writers actually produce: guardrails/runtime.py emits	COMMENT
MEDIUM⚡	…sts/api/answer/services/test_stream_processor_utils.py	670	# agentic ones instruct the model to call the search tool.	COMMENT
MEDIUM⚡	…sts/api/answer/services/test_stream_processor_utils.py	678	# prompt — the agentic swap must still apply.	COMMENT
MEDIUM⚡	…sts/api/answer/services/test_stream_processor_utils.py	695	# agentic ones instruct the model to call the search tool.	COMMENT
MEDIUM	…s/api/answer/services/compression/test_orchestrator.py	166	# the user's declared context window in the threshold check.	COMMENT
MEDIUM⚡	tests/api/user/agents/test_guardrails_routes.py	136	# GET /api/guardrails/catalog	COMMENT
MEDIUM⚡	tests/api/user/agents/test_guardrails_routes.py	210	# GET /api/guardrails/events	COMMENT
MEDIUM⚡	tests/api/user/agents/test_guardrails_routes.py	438	# GET /api/guardrails/summary	COMMENT
MEDIUM	tests/e2e/specs/tier-b/guardrails.spec.ts	149	// AgentConfig (guardrails/config.py) normalizes the whole document,	COMMENT
MEDIUM	tests/e2e/specs/tier-b/guardrails.spec.ts	515	// agent (minus its guardrails) is the worst outcome: the operator	COMMENT
MEDIUM	tests/e2e/specs/tier-b/guardrails.spec.ts	762	// /api/guardrails/catalog has resolved.	COMMENT
MEDIUM	tests/e2e/specs/tier-b/guardrails-runtime.spec.ts	9	* // inside `StreamingOutputGuard` (application/guardrails/stream.py). Once a	COMMENT
MEDIUM	tests/e2e/specs/tier-b/guardrails-runtime.spec.ts	38	* // blocked prompts through `/api/guardrails/events`.	COMMENT
MEDIUM	tests/e2e/specs/tier-b/guardrails-runtime.spec.ts	783	// (application/guardrails/config.py:129-136) — that downgrade is the	COMMENT
MEDIUM	docs/public/llms.txt	33	- [Guardrails](https://docs.docsgpt.cloud/Agents/guardrails): Scan user input, retrieved sources, tool results and answe	CODE
MEDIUM	.devcontainer/post-create-command.sh	24	# The embedding model is fetched on first use and cached, so nothing to download	COMMENT
MEDIUM	scripts/e2e/mock_llm.py	519	# tool_calls are present, matching what RAG code paths expect.	COMMENT
MEDIUM	.github/workflows/docker-image-verify.yml	5	# encoding, an embedding model) fails here instead of in an air-gapped install.	COMMENT

Self-Referential Comments42 hits · 147 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	docsgpt/worker.py	3770	# Create a clean config for storage	COMMENT
MEDIUM	docsgpt/worker.py	327	# Define a function to extract metadata from a given filename.	COMMENT
MEDIUM	docsgpt/worker.py	388	# Define a function to generate a random string of a given length.	COMMENT
MEDIUM	docsgpt/worker.py	584	# Define the main function for ingesting and processing documents.	COMMENT
MEDIUM⚡	docsgpt/connectors/service.py	451	# This module is the only caller of encrypt_json / decrypt_json for	COMMENT
MEDIUM	docsgpt/seed/config/agents_template.yaml	2	# This file contains template agents that will be seeded into the database	COMMENT
MEDIUM	docsgpt/parser/file/docs_parser.py	37	# Create a PDF object	COMMENT
MEDIUM	docsgpt/parser/remote/crawler_markdown.py	69	# Create a Document for each visited page	COMMENT
MEDIUM	tests/test_agent_token_tracking.py	163	# Create a concrete handler for testing	COMMENT
MEDIUM⚡	tests/test_zip_extraction_security.py	175	# Create a small valid zip	COMMENT
MEDIUM⚡	tests/test_zip_extraction_security.py	189	# Create a zip with many files (just over limit)	COMMENT
MEDIUM⚡	tests/test_zip_extraction_security.py	205	# Create a zip with path traversal	COMMENT
MEDIUM⚡	tests/test_zip_extraction_security.py	383	# Create a file with highly compressible content (all zeros)	COMMENT
MEDIUM⚡	tests/test_zip_extraction_security.py	386	# Create a large file with repetitive content - compresses extremely well	COMMENT
MEDIUM⚡	tests/test_zip_extraction_security.py	402	# Create a zip with random-ish content that doesn't compress well	COMMENT
MEDIUM	tests/test_zip_extraction_security.py	223	# Create a corrupted "zip" file	COMMENT
MEDIUM	tests/test_zip_extraction_security.py	242	# Create a valid zip	COMMENT
MEDIUM	tests/test_zip_extraction_security.py	295	# Create a chain of nested zips	COMMENT
MEDIUM	tests/test_zip_extraction_security.py	324	# Create a malicious zip	COMMENT
MEDIUM	tests/test_zip_extraction_security.py	362	# Create a corrupted file	COMMENT
MEDIUM	tests/test_zip_extraction_security.py	424	# Create a zip with a reasonable size (no compression to avoid ratio issues)	COMMENT
MEDIUM	tests/test_compression_service.py	931	# Create a long conversation with important info buried in the middle	COMMENT
MEDIUM	tests/test_integration.py	268	# Create a simple text file for upload	COMMENT
MEDIUM	tests/test_integration.py	299	# Create a file-like object	STRING
MEDIUM	tests/test_coverage_gaps.py	2175	# Create the BulkIndexError mock	COMMENT
MEDIUM⚡	tests/test_remaining_coverage.py	882	# Create an object where accessing certain attrs raises AttributeError	COMMENT
MEDIUM	tests/llm/test_openai.py	1410	# Create a schema with a problematic object that raises during iteration	COMMENT
MEDIUM⚡	tests/integration/test_misc.py	186	# Create a small test file content	COMMENT
MEDIUM⚡	tests/integration/test_misc.py	224	# Create a larger test file (1KB)	COMMENT
MEDIUM⚡	tests/integration/test_prompts.py	359	# Create a prompt specifically for deletion	COMMENT
MEDIUM⚡	tests/integration/test_conversations.py	281	# Create a conversation specifically for deletion	COMMENT
MEDIUM⚡	tests/integration/test_tools.py	441	# Create a tool specifically for deletion - must use available tool name	COMMENT
MEDIUM⚡	tests/integration/test_agents.py	316	# Create an agent first	COMMENT
MEDIUM⚡	tests/integration/test_agents.py	521	# Create a fresh agent for deletion	COMMENT
MEDIUM	tests/integration/test_agents.py	74	# Create a minimal test source	COMMENT
MEDIUM	tests/agents/test_tool_executor.py	1453	# Create a fake call object matching what ToolActionParser expects	COMMENT
MEDIUM	tests/agents/test_workflow_engine_coverage.py	120	# Create a cycle: start -> state -> state (loop)	COMMENT
MEDIUM	…sts/storage/db/repositories/test_pending_tool_state.py	90	# Create a state with TTL of 0 seconds (already expired)	COMMENT
MEDIUM⚡	tests/storage/db/repositories/test_users.py	247	# Create an agent with a known legacy_mongo_id	COMMENT
MEDIUM⚡	tests/storage/db/repositories/test_users.py	251	# Create a user whose pinned list has the ObjectId, an already-UUID,	COMMENT
MEDIUM	tests/stt/test_faster_whisper.py	217	# Create a segment that uses getattr fallbacks	COMMENT
MEDIUM⚡	scripts/e2e/env.sh	5	# This file is intentionally passive: it exports variables and nothing else.	COMMENT

Dead Code69 hits · 128 pts

Severity	File	Line	Context
MEDIUM	tests/test_logging.py	339	CODE
MEDIUM	tests/test_extra_coverage.py	218	CODE
MEDIUM	tests/test_extra_coverage.py	284	CODE
MEDIUM	tests/test_version_check.py	64	CODE
MEDIUM	tests/test_event_replay.py	141	CODE
MEDIUM	tests/test_usage_latency.py	79	CODE
MEDIUM	tests/tracing/test_tool_spans.py	124	CODE
MEDIUM	tests/tracing/test_tool_spans.py	79	CODE
MEDIUM	tests/tracing/test_tool_spans.py	108	CODE
MEDIUM	tests/tracing/test_llm_spans.py	167	CODE
MEDIUM	tests/seed/test_seeder.py	181	CODE
MEDIUM	tests/llm/test_fallback_attachments.py	26	CODE
MEDIUM	tests/llm/test_base.py	578	CODE
MEDIUM	tests/llm/test_base.py	599	CODE
MEDIUM	tests/agents/test_workflow_agent_graph.py	178	CODE
MEDIUM	tests/agents/test_workflow_agent_graph.py	259	CODE
MEDIUM	tests/agents/test_research_agent.py	1388	CODE
MEDIUM	tests/agents/test_research_agent.py	1527	CODE
MEDIUM	tests/agents/test_research_agent.py	1561	CODE
MEDIUM	tests/agents/test_research_agent.py	1595	CODE
MEDIUM	tests/agents/test_research_agent.py	1629	CODE
MEDIUM	tests/agents/test_research_agent.py	1664	CODE
MEDIUM	tests/agents/test_workflow_engine_coverage.py	1079	CODE
MEDIUM	tests/parser/file/test_embedding_pipeline.py	270	CODE
MEDIUM	tests/scripts/test_grant_admin.py	101	CODE
MEDIUM	tests/api/test_events_routes.py	84	CODE
MEDIUM	tests/api/v1/test_v1_idempotency.py	393	CODE
MEDIUM	tests/api/v1/test_routes_extended.py	248	CODE
MEDIUM	tests/api/v1/test_routes_extended.py	292	CODE
MEDIUM	tests/api/answer/services/test_conversation_service.py	84	CODE
MEDIUM	tests/api/answer/services/test_conversation_service.py	802	CODE
MEDIUM	tests/api/answer/services/test_conversation_service.py	854	CODE
MEDIUM	tests/api/answer/services/test_conversation_service.py	906	CODE
MEDIUM	tests/api/user/test_sharing.py	253	CODE
MEDIUM	tests/api/user/test_sharing.py	515	CODE
MEDIUM	tests/api/user/test_prompts.py	209	CODE
MEDIUM	tests/api/user/test_prompts.py	261	CODE
MEDIUM	tests/api/user/test_prompts.py	399	CODE
MEDIUM	tests/api/user/test_prompts.py	556	CODE
MEDIUM	tests/api/user/test_analytics.py	203	CODE
MEDIUM	tests/api/user/test_analytics.py	262	CODE
MEDIUM	tests/api/user/test_analytics.py	329	CODE
MEDIUM	tests/api/user/test_analytics.py	471	CODE
MEDIUM	tests/api/user/test_analytics.py	1156	CODE
MEDIUM	tests/api/user/test_tools_routes.py	1220	CODE
MEDIUM	tests/api/user/test_tools_routes.py	1262	CODE
MEDIUM	tests/api/user/test_conversations.py	203	CODE
MEDIUM	tests/api/user/test_conversations.py	248	CODE
MEDIUM	tests/api/user/test_conversations.py	292	CODE
MEDIUM	tests/api/user/test_conversations.py	440	CODE
MEDIUM	tests/api/user/test_conversations.py	725	CODE
MEDIUM	tests/api/user/test_conversations.py	846	CODE
MEDIUM	tests/api/user/workflows/test_routes_coverage.py	354	CODE
MEDIUM	tests/api/user/workflows/test_routes_coverage.py	421	CODE
MEDIUM	tests/api/user/workflows/test_routes_coverage.py	540	CODE
MEDIUM	tests/api/user/workflows/test_routes_coverage.py	600	CODE
MEDIUM	tests/api/user/agents/test_sharing.py	106	CODE
MEDIUM	tests/api/user/agents/test_sharing.py	170	CODE
MEDIUM	tests/api/user/agents/test_sharing.py	278	CODE
MEDIUM	tests/api/user/agents/test_routes_happy.py	154	CODE
9 more matches not shown…

Hallucination Indicators7 hits · 105 pts

Severity	File	Line	Snippet	Context
CRITICAL⚡	tests/sandbox/test_daytona.py	903	assert created.fs.create_folder.call_args.kwargs.get("request_timeout") == 60.0	CODE
CRITICAL⚡	tests/sandbox/test_daytona.py	930	assert created.fs.create_folder.call_args.kwargs.get("request_timeout") == 60.0	CODE
CRITICAL⚡	tests/sandbox/test_daytona.py	937	assert created.fs.get_file_info.call_args.kwargs.get("request_timeout") == 60.0	CODE
CRITICAL⚡	tests/sandbox/test_daytona.py	944	assert created.fs.list_files.call_args.kwargs.get("request_timeout") == 60.0	CODE
CRITICAL⚡	tests/sandbox/test_daytona.py	951	assert created.fs.delete_file.call_args.kwargs.get("request_timeout") == 60.0	CODE
CRITICAL⚡	tests/sandbox/test_daytona.py	958	assert sandbox._client.get.call_args.kwargs.get("request_timeout") == 60.0	CODE
CRITICAL⚡	tests/sandbox/test_daytona.py	968	assert box._client.list.call_args.kwargs.get("request_timeout") == 60.0	CODE

Fake / Example Data38 hits · 42 pts

Severity	File	Line	Snippet	Context
LOW	frontend/src/locale/zh.json	2076	"placeholder": "输入更新的查询...",	CODE
LOW	frontend/src/locale/de.json	2084	"placeholder": "Aktualisierte Anfrage eingeben...",	CODE
LOW	frontend/src/locale/ru.json	2188	"placeholder": "Введите обновленный запрос...",	CODE
LOW	frontend/src/locale/en.json	2084	"placeholder": "Type the updated query...",	CODE
LOW	frontend/src/locale/jp.json	2077	"placeholder": "更新されたクエリを入力...",	CODE
LOW	frontend/src/locale/zh-TW.json	2077	"placeholder": "輸入更新的查詢...",	CODE
LOW	frontend/src/locale/es.json	2084	"placeholder": "Ingrese la consulta actualizada...",	CODE
LOW	frontend/src/modals/MCPServerModal.test.tsx	274	expect(nameInput.getAttribute('placeholder')).not.toBe(	CODE
LOW⚡	frontend/src/components/ui/form-field.test.tsx	60	expect(blank.getAttribute('placeholder')).toBe(' ');	CODE
LOW⚡	frontend/src/components/ui/form-field.test.tsx	66	expect(input.getAttribute('placeholder')).toBe('name@example.com');	CODE
LOW⚡	frontend/src/components/ui/form-field.test.tsx	76	expect(textarea.getAttribute('placeholder')).toBe(' ');	CODE
LOW	frontend/src/components/ui/form-field.test.tsx	112	expect(input.hasAttribute('placeholder')).toBe(false);	CODE
LOW⚡	tests/test_oidc.py	221	assert claims["email"] == "user@example.com"	CODE
LOW⚡	tests/test_oidc.py	1156	"oidc-user-1", email="user@example.com"	CODE
LOW⚡	tests/test_oidc.py	1160	assert call.kwargs["metadata"] == {"email": "user@example.com", "groups": None}	CODE
LOW⚡	tests/test_oidc.py	1171	"oidc-user-1", "user@example.com"	CODE
LOW⚡	tests/test_oidc.py	1448	email="user@example.com", name="OIDC User", oidc_sid="sess-2"	CODE
LOW⚡	tests/test_oidc.py	1458	assert decoded["email"] == "user@example.com"	CODE
LOW	tests/test_oidc.py	70	"email": "user@example.com",	CODE
LOW	tests/test_oidc.py	789	assert decoded["email"] == "user@example.com"	CODE
LOW⚡	tests/llm/test_fallback.py	171	get_api_key=lambda prov: "fake-key",	CODE
LOW⚡	tests/llm/handlers/test_planned_attachments.py	144	return text_att(name, "lorem ipsum " * (tokens // 2))	CODE
LOW⚡	tests/llm/handlers/test_planned_attachments.py	400	files = [text_att(f"r{i}.txt", "lorem ipsum " * 10_000) for i in range(6)]	CODE
LOW	tests/agents/test_attachments_tool_wiring.py	45	body = "lorem ipsum " * (tokens // 2 + 1)	CODE
LOW	tests/agents/test_stateless_resume_attachments.py	64	assert "a.txt" in text and "lorem ipsum" in text	CODE
LOW	tests/agents/test_attachment_wiring.py	31	body = ("lorem ipsum " * (tokens // 2 + 1))	CODE
LOW⚡	tests/agents/test_tool_action_parser.py	34	call.arguments = '{"to": "user@example.com"}'	CODE
LOW⚡	tests/agents/test_tool_action_parser.py	40	assert call_args == {"to": "user@example.com"}	CODE
LOW⚡	tests/parser/connectors/test_share_point_auth.py	243	"preferred_username": "user@example.com",	CODE
LOW⚡	tests/parser/connectors/test_share_point_auth.py	253	assert mapped["user_info"]["email"] == "user@example.com"	CODE
LOW⚡	tests/storage/db/repositories/test_conversations.py	616	placeholder_response="placeholder",	CODE
LOW⚡	tests/storage/db/repositories/test_conversations.py	623	assert msg["response"] == "placeholder"	CODE
LOW⚡	tests/scripts/test_readme_translate.py	283	assert "placeholder" in agent.messages[1]	CODE
LOW	tests/scripts/test_readme_translate.py	148	assert any("placeholder" in error for error in errors)	CODE
LOW	tests/api/test_connector_routes_happy.py	405	"user_email": "user@example.com",	CODE
LOW⚡	scripts/e2e/env.sh	79	export API_KEY="e2e-fake-key"	CODE
LOW⚡	scripts/e2e/env.sh	80	export OPENAI_API_KEY="e2e-fake-key"	CODE
LOW⚡	scripts/e2e/env.sh	83	export EMBEDDINGS_KEY="e2e-fake-key"	CODE

AI Structural Patterns42 hits · 36 pts

Severity	File	Line	Context
LOW	docsgpt/worker.py	1252	CODE
LOW	docsgpt/worker.py	3669	CODE
LOW	docsgpt/tracing/core.py	247	CODE
LOW	docsgpt/guardrails/base.py	14	CODE
LOW	docsgpt/deploy/stack.py	102	CODE
LOW	docsgpt/agents/headless_runner.py	102	CODE
LOW	docsgpt/agents/headless_runner.py	188	CODE
LOW	docsgpt/agents/tool_executor.py	457	CODE
LOW	docsgpt/agents/tool_executor.py	634	CODE
LOW	docsgpt/agents/base.py	186	CODE
LOW	docsgpt/agents/tools/brave.py	33	CODE
LOW	docsgpt/agents/tools/mcp_tool.py	988	CODE
LOW	docsgpt/agents/tools/internal_search.py	470	CODE
LOW	docsgpt/parser/file/bulk.py	386	CODE
LOW	docsgpt/retriever/dispatcher.py	55	CODE
LOW	docsgpt/retriever/graph_rag.py	193	CODE
LOW	docsgpt/retriever/classic_rag.py	30	CODE
LOW	docsgpt/storage/db/repositories/stack_logs.py	48	CODE
LOW	docsgpt/storage/db/repositories/activity.py	163	CODE
LOW	docsgpt/storage/db/repositories/activity.py	218	CODE
LOW	docsgpt/storage/db/repositories/activity.py	292	CODE
LOW	docsgpt/storage/db/repositories/quota_policies.py	108	CODE
LOW	docsgpt/storage/db/repositories/attachments.py	53	CODE
LOW	docsgpt/storage/db/repositories/sources.py	130	CODE
LOW	docsgpt/storage/db/repositories/connector_sessions.py	64	CODE
LOW	docsgpt/storage/db/repositories/token_usage.py	26	CODE
LOW	docsgpt/storage/db/repositories/artifacts.py	43	CODE
LOW	docsgpt/storage/db/repositories/artifacts.py	599	CODE
LOW	docsgpt/storage/db/repositories/background_jobs.py	44	CODE
LOW	docsgpt/storage/db/repositories/user_tools.py	52	CODE
LOW	docsgpt/storage/db/repositories/schedules.py	30	CODE
LOW	docsgpt/storage/db/repositories/device_audit_log.py	66	CODE
LOW	docsgpt/sandbox/daytona.py	97	CODE
LOW	docsgpt/api/answer/routes/base.py	481	CODE
LOW	docsgpt/api/answer/services/conversation_service.py	105	CODE
LOW	docsgpt/api/answer/services/conversation_service.py	263	CODE
LOW	docsgpt/api/answer/services/conversation_service.py	400	CODE
LOW	docsgpt/api/user/tasks.py	496	CODE
LOW	docsgpt/vectorstore/pgvector.py	33	CODE
LOW	tests/core/test_model_utils.py	23	CODE
LOW	tests/agents/test_attachment_budget.py	50	CODE
LOW	tests/agents/tools/test_attachments_tool.py	43	CODE

Redundant / Tautological Comments22 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	setup.sh	80	# Check if Docker is running	COMMENT
LOW	setup.sh	813	if [[ "$CONTAINER_STATUS" == "ollama" ]]; then # Check if 'ollama' service is in running services	CODE
LOW	setup.sh	1014	# Check if .env file exists and is not empty	COMMENT
LOW	docsgpt/llm/google_ai.py	726	# Check if we have both tools and file attachments	COMMENT
LOW	docsgpt/llm/openai.py	131	# Check if it looks like a data URL with base64	COMMENT
LOW	docsgpt/llm/openai.py	2203	# Check if this is a pre-converted image (from PDF-to-image conversion)	COMMENT
LOW	docsgpt/llm/handlers/base.py	276	# Check if provider supports images but not PDF (synthetic PDF support)	COMMENT
LOW	docsgpt/llm/handlers/base.py	1080	# Check if compression actually reduced tokens — and produced	COMMENT
LOW	docsgpt/llm/handlers/base.py	2068	# Check if context limit was reached during tool execution.	COMMENT
LOW	docsgpt/core/url_validation.py	173	# Check if hostname is an IP address directly	COMMENT
LOW⚡	docsgpt/agents/tools/memory.py	283	# Check if viewing directory (ends with / or is root)	COMMENT
LOW	docsgpt/agents/tools/memory.py	381	# Check if old_str exists (case-insensitive)	COMMENT
LOW	docsgpt/agents/tools/memory.py	443	# Check if it's a directory (ends with /)	COMMENT
LOW	docsgpt/agents/tools/internal_search.py	218	# Check if it's a file metadata dict or a folder	COMMENT
LOW	docsgpt/parser/remote/sitemap_loader.py	23	# Check if the input is a list and if it is, use the first element	COMMENT
LOW	docsgpt/parser/remote/github_loader.py	380	# Check if it's a rate limit issue	COMMENT
LOW	docsgpt/api/answer/services/stream_processor.py	755	# Check if compression is enabled and needed	COMMENT
LOW	docsgpt/api/answer/services/compression/service.py	106	# Check if there are existing compressions. ``compression_metadata``	COMMENT
LOW	tests/test_integration.py	719	# Check if it's the detailed validation error or generic error	COMMENT
LOW	tests/test_integration.py	919	# Check if conversation was compressed by examining metadata	COMMENT
LOW	tests/test_integration.py	1050	# Check if the critical info was preserved	COMMENT
LOW	extensions/react-widget/publish.sh	11	# Check if a specific version was provided	COMMENT

Verbosity Indicators15 hits · 26 pts

Severity	File	Line	Snippet	Context
LOW⚡	docsgpt/worker.py	3777	# Step 2: Download files to temp directory	COMMENT
LOW	docsgpt/worker.py	3751	# Step 1: Initialize the appropriate loader	COMMENT
LOW	docsgpt/worker.py	3815	# Step 3: Use SimpleDirectoryReader to process downloaded files	COMMENT
LOW	docsgpt/worker.py	3834	# Step 4: Process documents (chunking, embedding, etc.)	COMMENT
LOW	docsgpt/worker.py	3885	# Step 6: Upload index files	COMMENT
LOW⚡	tests/test_integration.py	981	# Step 2: Send CRITICAL information	COMMENT
LOW⚡	tests/test_integration.py	1006	# Step 3: Send more general questions to bury the critical info	COMMENT
LOW⚡	tests/test_integration.py	1035	# Step 4: Ask about the critical information	COMMENT
LOW	tests/test_integration.py	950	# Step 1: Send general questions	COMMENT
LOW	tests/integration/test_v1_tool_calls.py	328	# Step 1: trigger a tool call	COMMENT
LOW	tests/integration/test_v1_tool_calls.py	350	# Step 2: send continuation with tool result + top-level conversation_id	COMMENT
LOW	tests/integration/test_v1_tool_calls.py	423	# Step 1: trigger a tool call	COMMENT
LOW	tests/integration/test_v1_tool_calls.py	449	# Step 2: send continuation (standard format, top-level conversation_id)	COMMENT
LOW⚡	.github/workflows/sync_fork.yaml	18	# Step 1: run a standard checkout action	COMMENT
LOW⚡	.github/workflows/sync_fork.yaml	22	# Step 2: run the sync action	COMMENT

Structural Annotation Overuse15 hits · 26 pts

Severity	File	Line	Snippet	Context
LOW⚡	docsgpt/worker.py	3777	# Step 2: Download files to temp directory	COMMENT
LOW	docsgpt/worker.py	3751	# Step 1: Initialize the appropriate loader	COMMENT
LOW	docsgpt/worker.py	3815	# Step 3: Use SimpleDirectoryReader to process downloaded files	COMMENT
LOW	docsgpt/worker.py	3834	# Step 4: Process documents (chunking, embedding, etc.)	COMMENT
LOW	docsgpt/worker.py	3885	# Step 6: Upload index files	COMMENT
LOW⚡	tests/test_integration.py	981	# Step 2: Send CRITICAL information	COMMENT
LOW⚡	tests/test_integration.py	1006	# Step 3: Send more general questions to bury the critical info	COMMENT
LOW⚡	tests/test_integration.py	1035	# Step 4: Ask about the critical information	COMMENT
LOW	tests/test_integration.py	950	# Step 1: Send general questions	COMMENT
LOW	tests/integration/test_v1_tool_calls.py	328	# Step 1: trigger a tool call	COMMENT
LOW	tests/integration/test_v1_tool_calls.py	350	# Step 2: send continuation with tool result + top-level conversation_id	COMMENT
LOW	tests/integration/test_v1_tool_calls.py	423	# Step 1: trigger a tool call	COMMENT
LOW	tests/integration/test_v1_tool_calls.py	449	# Step 2: send continuation (standard format, top-level conversation_id)	COMMENT
LOW⚡	.github/workflows/sync_fork.yaml	18	# Step 1: run a standard checkout action	COMMENT
LOW⚡	.github/workflows/sync_fork.yaml	22	# Step 2: run the sync action	COMMENT

AI Slop Vocabulary8 hits · 23 pts

Severity	File	Line	Snippet	Context
MEDIUM	frontend/package-lock.json	11382	"resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.3.tgz",	CODE
MEDIUM	frontend/src/components/SkeletonLoader.tsx	33	// reader gets no signal at all while a section loads. Absolutely	COMMENT
MEDIUM	tests/test_compression_service.py	1052	"response": """Python decorators are a powerful feature that allows you to modify or enhance functions and c	CODE
LOW⚡	tests/agents/test_workflow_agent_graph.py	213	# Should just return None since workflow not found in DB	COMMENT
MEDIUM	tests/retriever/test_prescreen.py	66	# A robust model judges relevance and drops the irrelevant chunk even	COMMENT
MEDIUM⚡	tests/api/v1/test_reasoning_heartbeat_liveness.py	120	# Test harness	COMMENT
MEDIUM⚡	tests/api/v1/test_v1_tool_pause_finalization.py	143	# Test harness	COMMENT
MEDIUM	docs/package-lock.json	8844	"resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.3.tgz",	CODE

Magic Placeholder Names2 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	docsgpt/utils.py	580	# <your-api-key> or "a <= b" is kept. Single-letter names other than a, b, i	COMMENT
HIGH⚡	tests/test_utils.py	776	"Replace <your-api-key> with your key.",	CODE

Slop Phrases2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	docsgpt/parser/file/docs_parser.py	24	# alternatively you can use local vision capable LLM	COMMENT
MEDIUM	docsgpt/parser/file/image_parser.py	75	# alternatively you can use local vision capable LLM	COMMENT

Overly Generic Function Names3 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	docsgpt/security/safe_url.py	595	def handle_request(self, request: httpx.Request) -> httpx.Response:	CODE
LOW	tests/test_compression_service.py	805	def process_data(self, input_data: List[str]) -> Dict[str, Any]:	CODE
LOW	tests/test_compression_service.py	1071	def my_function():	CODE

Maintenance and Governance Review

Risk Review · v3

What These Metrics Mean

Pattern-Signal History

Severity Breakdown

Directory Score Breakdown

Pattern Findings