andrewyng/openworker

16.6

Adjusted Score

16.6

Raw Score

100%

Time Factor

2026-08-01

Last Push

11.9K

Stars

Python

Language

103.2K

Lines of Code

417

Files

1.6K

Pattern Hits

2026-08-02

Scan Date

0.03

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

Longitudinal tracking requires multiple scan runs. Once this repository is re-scanned after new commits land, this chart will visualise how the synthetic code signal evolves over time — enabling you to detect whether AI authorship is growing, stabilising, or being actively corrected by human engineers.

No multi-scan history yet — run the scanner again to build trend data.

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 12MEDIUM 17LOW 1601

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 1630 distinct pattern matches across 13 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Hyper-Verbose Identifiers997 hits · 1028 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_model_errors.py	12	def test_new_flagships_in_matrix_with_labels():	CODE
LOW	tests/test_model_errors.py	26	def test_flagships_are_the_defaults():	CODE
LOW	tests/test_model_errors.py	33	def test_no_access_errors_are_translated():	CODE
LOW	tests/test_model_errors.py	51	def test_quota_errors_are_translated():	CODE
LOW	tests/test_model_errors.py	67	def test_unrelated_errors_pass_through_raw():	CODE
LOW	tests/test_hubspot_portals.py	48	def test_legacy_private_app_default_migrates_to_one_portal(secrets):	CODE
LOW	tests/test_hubspot_portals.py	65	def test_managed_portals_list_with_access_and_sandbox(secrets):	CODE
LOW	tests/test_hubspot_portals.py	81	def test_default_repoints_on_disconnect(secrets):	CODE
LOW	tests/test_hubspot_portals.py	113	def test_tools_pick_the_requested_portal_by_id_or_name(secrets, monkeypatch):	CODE
LOW	tests/test_hubspot_portals.py	136	def test_hidden_fields_stripped_from_search_and_get(secrets, monkeypatch):	CODE
LOW	tests/test_hubspot_portals.py	167	def test_no_delete_tool_exists(secrets):	CODE
LOW	tests/test_hubspot_portals.py	179	def test_write_tools_carry_portal_and_no_stripping_needed(secrets, monkeypatch):	CODE
LOW	tests/test_hubspot_portals.py	203	def test_managed_callback_lands_in_portal_profile(client):	CODE
LOW	tests/test_hubspot_portals.py	238	def test_portal_routes_default_and_disconnect(client, monkeypatch):	CODE
LOW⚡	tests/test_todo_tool.py	18	def test_schema_param_is_todos_not_items():	CODE
LOW⚡	tests/test_todo_tool.py	25	def test_todos_key_writes_the_list():	CODE
LOW⚡	tests/test_todo_tool.py	31	def test_legacy_items_key_still_executes():	CODE
LOW	tests/test_engine_stop.py	68	def test_stop_mid_stream_keeps_partial_text(tmp_path):	CODE
LOW	tests/test_engine_stop.py	118	def test_provider_error_mid_stream_keeps_partial_text(tmp_path):	CODE
LOW	tests/test_engine_stop.py	159	def test_retry_reruns_failed_turn_without_new_user_message(tmp_path):	CODE
LOW	tests/test_engine_stop.py	181	def test_retry_is_noop_unless_tail_is_error_notice(tmp_path):	CODE
LOW	tests/test_engine_stop.py	199	def test_stop_while_awaiting_approval(tmp_path):	CODE
LOW	tests/test_engine_stop.py	231	def test_stop_skips_remaining_tool_calls(tmp_path):	CODE
LOW	tests/test_engine_stop.py	268	def test_interrupt_hook_fires(tmp_path):	CODE
LOW	tests/test_engine_stop.py	301	def test_reasoning_streams_persists_and_never_reaches_providers(tmp_path):	CODE
LOW	tests/test_engine_stop.py	323	def test_stop_during_thinking_keeps_partial_reasoning(tmp_path):	CODE
LOW	tests/test_engine_stop.py	358	def test_retry_survives_model_switches(tmp_path):	CODE
LOW	tests/test_web_search.py	40	def test_tool_returns_results():	CODE
LOW	tests/test_web_search.py	52	def test_tool_clamps_max_results():	CODE
LOW	tests/test_web_search.py	60	def test_tool_reports_search_errors():	CODE
LOW⚡	tests/test_web_search.py	71	def test_build_provider_default_is_keyless_duckduckgo():	CODE
LOW⚡	tests/test_web_search.py	77	def test_build_provider_third_party_requires_key():	CODE
LOW⚡	tests/test_web_search.py	84	def test_tool_surfaces_missing_key_error(tmp_path):	CODE
LOW⚡	tests/test_web_search.py	93	def test_resolve_provider_from_secretstore(tmp_path):	CODE
LOW	tests/test_web_search.py	128	def test_engine_registers_web_search(tmp_path):	CODE
LOW	tests/test_compaction_smoke.py	52	def test_long_session_survives_repeated_compaction(tmp_path):	CODE
LOW	tests/test_automation_create.py	19	def test_create_automation_success(tmp_path, monkeypatch):	CODE
LOW	tests/test_automation_create.py	39	def test_create_automation_invalid_cron(tmp_path, monkeypatch):	CODE
LOW	tests/test_automation_create.py	53	def test_create_automation_missing_instructions(tmp_path, monkeypatch):	CODE
LOW	tests/test_automation_create.py	67	def test_create_automation_requires_schedule(tmp_path, monkeypatch):	CODE
LOW	tests/test_connectors_allowlist.py	47	def test_connectors_carry_allowlist_and_recent(tmp_path):	CODE
LOW	tests/test_connectors_allowlist.py	78	def test_allow_then_disallow_mutates_list(tmp_path):	CODE
LOW	tests/test_connectors_allowlist.py	95	def test_recent_absent_when_no_gateway(tmp_path):	CODE
LOW	tests/test_engine.py	92	def test_tool_turn_order_and_execution(tmp_path):	CODE
LOW	tests/test_engine.py	117	def test_write_requires_approval_then_approved(tmp_path):	CODE
LOW	tests/test_engine.py	134	def test_denied_tool_yields_error_and_continues(tmp_path):	CODE
LOW	tests/test_engine.py	168	def test_interrupt_between_iterations(tmp_path):	CODE
LOW	tests/test_engine.py	189	def test_steering_injects_next_turn(tmp_path):	CODE
LOW	tests/test_engine.py	227	def test_low_risk_tool_calls_run_concurrently(tmp_path):	CODE
LOW	tests/test_engine.py	262	def test_non_low_risk_tool_calls_stay_sequential(tmp_path):	CODE
LOW	tests/test_engine.py	305	def test_streaming_emits_deltas(tmp_path):	CODE
LOW	tests/test_engine.py	336	def test_outbound_adapts_pdf_for_non_pdf_models(tmp_path):	CODE
LOW	tests/test_engine.py	352	def test_outbound_keeps_pdf_for_native_models(tmp_path):	CODE
LOW	tests/test_engine.py	367	def test_provider_extras_persist_on_message_and_survive_outbound(tmp_path):	CODE
LOW	tests/test_engine.py	386	def test_switch_model_appends_notice_only_midsession(tmp_path):	CODE
LOW	tests/test_engine.py	402	def test_switch_model_warns_when_images_meet_text_only_model(tmp_path):	CODE
LOW	tests/test_engine.py	422	def test_outbound_replaces_images_for_non_vision_models(tmp_path):	CODE
LOW	tests/test_persona_loading.py	35	def test_consent_summary_lists_capabilities():	STRING
LOW	tests/test_persona_loading.py	44	def test_install_from_dir_lands_disabled_pending_consent(tmp_path):	STRING
LOW	tests/test_persona_loading.py	60	def test_installed_persona_persists_across_restart(tmp_path):	STRING
937 more matches not shown…

Unused Imports340 hits · 322 pts

Severity	File	Line	Context
LOW	packaging/make_update_manifest.py	27	CODE
LOW	tests/test_hubspot_portals.py	9	CODE
LOW	tests/test_engine_stop.py	6	CODE
LOW	tests/test_web_search.py	7	CODE
LOW	tests/test_automation_create.py	7	CODE
LOW	tests/test_engine.py	3	CODE
LOW	tests/test_persona_loading.py	3	CODE
LOW	tests/test_risk_overrides.py	3	CODE
LOW	tests/test_risk_overrides.py	8	CODE
LOW	tests/conftest.py	9	CODE
LOW	tests/test_skills_api.py	8	CODE
LOW	tests/test_skills_api.py	14	CODE
LOW	tests/test_slack_approval_owners.py	3	CODE
LOW	tests/test_catalog.py	8	CODE
LOW	tests/test_connector_registry.py	8	CODE
LOW	tests/test_ui_refresh_e2e.py	23	CODE
LOW	tests/test_standing_approvals.py	8	CODE
LOW	tests/test_standing_approvals.py	13	CODE
LOW	tests/test_inbox.py	3	CODE
LOW	tests/test_providers.py	3	CODE
LOW	tests/test_message_source.py	12	CODE
LOW	tests/test_gemini_provider.py	5	CODE
LOW	tests/test_mcp_connectors.py	8	CODE
LOW	tests/test_pdf_support.py	3	CODE
LOW	tests/test_slack_workspaces.py	9	CODE
LOW	tests/test_gateway_inbox_reply.py	7	CODE
LOW	tests/test_autotitle.py	8	CODE
LOW	tests/test_session_persona.py	7	CODE
LOW	tests/test_fake_slack.py	8	CODE
LOW	tests/test_gmail_accounts.py	10	CODE
LOW	tests/test_anthropic_provider.py	5	CODE
LOW	tests/test_subscriptions.py	5	CODE
LOW	tests/test_subagent.py	3	CODE
LOW	tests/test_accounts.py	6	CODE
LOW	tests/test_tools_permissions.py	3	CODE
LOW	tests/test_tools_permissions.py	10	CODE
LOW	tests/test_slack_relay.py	5	CODE
LOW	tests/test_slack_relay.py	14	CODE
LOW	tests/test_skills_sessions.py	8	CODE
LOW	tests/test_skills_sessions.py	15	CODE
LOW	tests/test_bedrock_provider.py	3	CODE
LOW	tests/test_vertex_provider.py	3	CODE
LOW	tests/test_automation.py	7	CODE
LOW	tests/test_message_timestamps.py	7	CODE
LOW	tests/test_persona_registry.py	3	CODE
LOW	tests/test_inbox_routing.py	3	CODE
LOW	tests/test_server.py	3	CODE
LOW	tests/test_multiroot.py	7	CODE
LOW	tests/test_multiroot.py	17	CODE
LOW	tests/test_multiroot.py	17	CODE
LOW	tests/test_config.py	3	CODE
LOW	tests/test_config.py	5	CODE
LOW	tests/test_anthropic_caching.py	8	CODE
LOW	tests/test_email_tools.py	3	CODE
LOW	tests/test_email_tools.py	7	CODE
LOW	tests/test_team_allowlist.py	9	CODE
LOW	tests/test_cloud_server.py	4	CODE
LOW	tests/test_code_tools.py	7	CODE
LOW	tests/test_code_tools.py	12	CODE
LOW	tests/test_cloud.py	9	CODE
280 more matches not shown…

Excessive Try-Catch Wrapping146 hits · 152 pts

Severity	File	Line	Snippet	Context
LOW	coworker/pdf_support.py	76	except Exception:	CODE
LOW	coworker/pdf_support.py	95	except Exception:	CODE
LOW	coworker/pdf_support.py	98	except Exception as exc:	CODE
LOW	coworker/pdf_support.py	124	except Exception:	CODE
LOW	coworker/pdf_support.py	193	except Exception:	CODE
LOW	coworker/cloud.py	682	except Exception as exc: # malformed manifest: surface, don't crash	CODE
LOW	coworker/engine.py	140	except Exception:	CODE
LOW	coworker/engine.py	218	except Exception:	CODE
LOW	coworker/engine.py	306	except Exception:	CODE
LOW	coworker/engine.py	363	except Exception as exc: # provider failure	CODE
LOW	coworker/engine.py	495	except Exception:	CODE
LOW	coworker/engine.py	520	except Exception:	CODE
LOW	coworker/engine.py	558	except Exception as exc: # surfaced to the awaiting consumer	CODE
LOW	coworker/engine.py	786	except Exception as exc:	CODE
LOW	coworker/engine.py	848	except Exception:	CODE
MEDIUM	coworker/engine.py	548	def produce():	CODE
LOW	coworker/agent.py	126	except Exception:	CODE
LOW	coworker/interactions.py	38	except Exception:	CODE
LOW	coworker/connectors/integration_tools.py	347	except Exception as exc:	CODE
LOW	coworker/connectors/integration_tools.py	378	except Exception:	CODE
LOW	coworker/connectors/slack_directory.py	146	except Exception as exc:	CODE
LOW	coworker/connectors/slack_directory.py	186	except Exception as exc:	CODE
LOW	coworker/connectors/gateway.py	117	except Exception:	CODE
LOW	coworker/connectors/gateway.py	130	except Exception:	CODE
LOW	coworker/connectors/gateway.py	140	except Exception:	CODE
LOW	coworker/connectors/gateway.py	181	except Exception: # bad token / network — skip, don't break the server	CODE
LOW	coworker/connectors/gateway.py	189	except Exception:	CODE
LOW	coworker/connectors/tools.py	316	except Exception as exc:	CODE
LOW	coworker/connectors/relay_client.py	118	except Exception as exc:	CODE
LOW	coworker/connectors/relay_client.py	134	except Exception:	CODE
LOW	coworker/connectors/relay_client.py	142	except Exception:	CODE
LOW	coworker/connectors/relay_client.py	167	except Exception as exc:	CODE
LOW	coworker/connectors/relay_client.py	177	except Exception:	CODE
LOW	coworker/connectors/relay_client.py	379	except Exception:	CODE
LOW	coworker/connectors/relay_client.py	417	except Exception:	CODE
LOW	coworker/connectors/relay_client.py	529	except Exception:	CODE
MEDIUM	coworker/connectors/relay_client.py	153	def _reconnect(self) -> None:	CODE
LOW	coworker/connectors/github_relay.py	172	except Exception as exc:	CODE
LOW	coworker/connectors/senders.py	49	except Exception as exc: # network / decode	CODE
LOW	coworker/connectors/senders.py	79	except Exception as exc:	CODE
LOW	coworker/connectors/senders.py	134	except Exception as exc:	CODE
LOW	coworker/connectors/senders.py	207	except Exception as exc: # network / decode	CODE
LOW	coworker/connectors/descriptors.py	105	except Exception as exc:	CODE
LOW	coworker/connectors/descriptors.py	131	except Exception as exc:	CODE
LOW	coworker/connectors/descriptors.py	154	except Exception as exc:	CODE
LOW	coworker/connectors/descriptors.py	165	except Exception:	CODE
LOW	coworker/connectors/attribution.py	43	except Exception:	CODE
LOW	coworker/connectors/browser_automation.py	105	except Exception as exc:	CODE
LOW	coworker/connectors/browser_automation.py	136	except Exception as exc:	CODE
LOW	coworker/connectors/browser_automation.py	155	except Exception as exc:	CODE
LOW	coworker/connectors/browser_automation.py	194	except Exception as exc:	CODE
LOW	coworker/connectors/browser_automation.py	209	except Exception as exc:	CODE
LOW	coworker/connectors/browser_automation.py	243	except Exception:	CODE
LOW	coworker/connectors/browser_automation.py	257	except Exception:	CODE
LOW	coworker/connectors/browser_automation.py	264	except Exception as exc:	CODE
MEDIUM	coworker/connectors/email_tools.py	386	def _logout(imap) -> None:	CODE
LOW⚡	coworker/connectors/email_tools.py	662	except Exception as exc:	CODE
LOW⚡	coworker/connectors/email_tools.py	666	except Exception as exc:	CODE
LOW⚡	coworker/connectors/email_tools.py	671	except Exception:	CODE
LOW⚡	coworker/connectors/email_tools.py	827	except Exception:	CODE
86 more matches not shown…

Deep Nesting59 hits · 52 pts

Severity	File	Line	Context
LOW	tests/test_ui_refresh_e2e.py	92	CODE
LOW	tests/test_email_tools.py	49	CODE
LOW	coworker/pdf_support.py	102	CODE
LOW	coworker/pdf_support.py	106	CODE
LOW	coworker/config.py	105	CODE
LOW	coworker/audit.py	123	CODE
LOW	coworker/subscriptions.py	141	CODE
LOW	coworker/attachments.py	31	CODE
LOW	coworker/attachments.py	81	CODE
LOW	coworker/engine.py	288	CODE
LOW	coworker/engine.py	314	CODE
LOW	coworker/engine.py	673	CODE
LOW	coworker/compaction.py	269	CODE
LOW	coworker/compaction.py	337	CODE
LOW	coworker/conversations.py	134	CODE
LOW	coworker/conversations.py	168	CODE
LOW	coworker/roots.py	33	CODE
LOW	coworker/connectors/integration_tools.py	308	CODE
LOW	coworker/connectors/relay_client.py	128	CODE
LOW	coworker/connectors/email_tools.py	355	CODE
LOW	coworker/connectors/email_tools.py	392	CODE
LOW	coworker/connectors/email_tools.py	421	CODE
LOW	coworker/connectors/email_tools.py	532	CODE
LOW	coworker/tools/files.py	50	CODE
LOW	coworker/tools/files.py	53	CODE
LOW	coworker/tools/search.py	167	CODE
LOW	coworker/tui/app.py	173	CODE
LOW	coworker/tui/app.py	203	CODE
LOW	coworker/providers/openai_responses.py	80	CODE
LOW	coworker/providers/openai_responses.py	126	CODE
LOW	coworker/providers/openai_responses.py	236	CODE
LOW	coworker/providers/openai_responses.py	372	CODE
LOW	coworker/providers/registry.py	798	CODE
LOW	coworker/providers/bedrock_provider.py	120	CODE
LOW	coworker/providers/bedrock_provider.py	164	CODE
LOW	coworker/providers/bedrock_provider.py	353	CODE
LOW	coworker/providers/bedrock_provider.py	400	CODE
LOW	coworker/providers/openai_provider.py	408	CODE
LOW	coworker/providers/openai_provider.py	479	CODE
LOW	coworker/providers/openai_provider.py	211	CODE
LOW	coworker/providers/anthropic_provider.py	207	CODE
LOW	coworker/providers/anthropic_provider.py	236	CODE
LOW	coworker/providers/anthropic_provider.py	457	CODE
LOW	coworker/providers/anthropic_provider.py	523	CODE
LOW	coworker/providers/gemini_provider.py	138	CODE
LOW	coworker/providers/gemini_provider.py	183	CODE
LOW	coworker/providers/gemini_provider.py	275	CODE
LOW	coworker/server/app.py	167	CODE
LOW	coworker/server/app.py	444	CODE
LOW	coworker/server/app.py	1138	CODE
LOW	coworker/server/app.py	1538	CODE
LOW	coworker/server/manager.py	978	CODE
LOW	coworker/server/manager.py	1228	CODE
LOW	coworker/server/manager.py	1391	CODE
LOW	coworker/server/manager.py	2270	CODE
LOW	coworker/server/manager.py	2939	CODE
LOW	coworker/server/manager.py	3577	CODE
LOW	coworker/mcp/client.py	88	CODE
LOW	coworker/skills/base.py	64	CODE

Cross-Language Confusion6 hits · 35 pts

Severity	File	Line	Snippet	Context
HIGH⚡	tests/test_permissions_risk.py	106	"git status && rm -rf ~", # chaining	CODE
HIGH⚡	tests/test_permissions_risk.py	109	"git status \|\| curl evil", # or-chain	CODE
HIGH	coworker/connectors/browser_automation.py	277	return style && style.visibility !== 'hidden' && style.display !== 'none' && rect.width > 0 && rect.height > 0;	CODE
HIGH	coworker/connectors/browser_automation.py	280	if (el.labels && el.labels.length) return Array.from(el.labels).map(l => l.innerText.trim()).filter(Boolean).join('	CODE
HIGH	coworker/connectors/browser_automation.py	298	text: (el.innerText \|\| el.value \|\| '').trim().slice(0, 200),	CODE
HIGH	coworker/server/app.py	65	return 8 # numbers, booleans, null, separators	CODE

Modern Structural Boilerplate31 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	coworker/pdf_support.py	27	logger = logging.getLogger(__name__)	CODE
LOW	coworker/overrides.py	70	def set_rule(self, pattern: str, risk: RiskClass \| str) -> None:	CODE
LOW	coworker/inbox_routing.py	85	def set_persona_default(self, persona_id: str, inbox_name: str) -> None:	CODE
LOW	coworker/inbox_routing.py	90	def set_session_override(self, session_id: str, inbox_name: str) -> None:	CODE
LOW	coworker/conversations.py	257	def set_extra_roots(self, session_id: str, extra_roots: list[dict]) -> None:	CODE
LOW	coworker/connectors/gateway.py	62	def set_handler(self, handler: MessageHandler) -> None:	CODE
LOW	coworker/connectors/github_relay.py	97	def set_install(self, installation_id: str, info: dict[str, Any]) -> None:	CODE
LOW	coworker/connectors/__init__.py	41	__all__ = [	CODE
LOW	coworker/connectors/base.py	151	def set_message_handler(self, handler: MessageHandler) -> None:	CODE
LOW	coworker/connectors/base.py	154	def set_interaction_handler(self, handler: InteractionHandler) -> None:	CODE
LOW	coworker/connectors/adapters.py	386	async def update_message(self, chat_id: str, message_id: str, text: str) -> None:	CODE
LOW	coworker/tools/__init__.py	3	__all__ = ["ToolRegistry", "ToolSpec"]	CODE
LOW	coworker/memory/__init__.py	5	__all__ = [	CODE
LOW	coworker/tui/__init__.py	3	__all__ = ["CoworkerApp"]	CODE
LOW	coworker/web/__init__.py	17	__all__ = [	CODE
LOW	coworker/providers/__init__.py	28	__all__ = [	CODE
LOW	coworker/agents/__init__.py	8	__all__ = [	CODE
LOW	coworker/server/__init__.py	4	__all__ = ["create_app", "SessionManager"]	CODE
LOW	coworker/mcp/__init__.py	19	__all__ = [	CODE
LOW	coworker/mcp/oauth.py	32	logger = logging.getLogger(__name__)	CODE
LOW⚡	coworker/mcp/oauth.py	75	async def set_tokens(self, tokens: OAuthToken) -> None:	CODE
LOW⚡	coworker/mcp/oauth.py	87	async def set_client_info(self, info: OAuthClientInformationFull) -> None:	CODE
LOW	coworker/personas/registry.py	295	def set_enabled(self, persona_id: str, enabled: bool) -> None:	CODE
LOW	coworker/personas/registry.py	306	def set_surfaced(self, persona_id: str, surfaced: bool) -> None:	CODE
LOW	coworker/personas/registry.py	312	def set_default(self, persona_id: str) -> None:	CODE
LOW	coworker/personas/registry.py	411	def set_registry(registry: PersonaRegistry) -> None:	CODE
LOW	coworker/personas/__init__.py	14	__all__ = [	CODE
LOW	coworker/testing/fake_slack/__init__.py	10	__all__ = ["FakeSlack"]	CODE
LOW	coworker/skills/store.py	265	def set_enabled(self, name: str, enabled: bool) -> None:	CODE
LOW	coworker/skills/__init__.py	10	__all__ = [	CODE
LOW	coworker/automation/__init__.py	10	__all__ = [	CODE

Cross-File Repetition6 hits · 30 pts

Severity	File	Snippet	Context
HIGH	tests/test_message_source.py	inbound delivery is gated on the connector being connected (§4.3). tests used to pass by riding the developer's real sla	STRING
HIGH	tests/test_subscriptions.py	inbound delivery is gated on the connector being connected (§4.3). tests used to pass by riding the developer's real sla	STRING
HIGH	tests/test_dm_routing.py	inbound delivery is gated on the connector being connected (§4.3). tests used to pass by riding the developer's real sla	STRING
HIGH	coworker/connectors/accounts.py	the default account email: the stored pointer if it still exists, else the first connected account, else "".	STRING
HIGH	coworker/connectors/gmail_accounts.py	the default account email: the stored pointer if it still exists, else the first connected account, else "".	STRING
HIGH	coworker/connectors/gcal_accounts.py	the default account email: the stored pointer if it still exists, else the first connected account, else "".	STRING

AI Slop Vocabulary6 hits · 18 pts

Severity	File	Line	Snippet	Context
MEDIUM	pyproject.toml	42	# aiohttp is slack-bolt's Socket Mode transport at runtime (and the FakeSlack test harness	COMMENT
MEDIUM	coworker/connectors/adapters.py	170	# slack_sdk's own reconnect stays on in production (seamless on Slack's graceful cycling);	COMMENT
MEDIUM	coworker/connectors/adapters.py	194	# Base-URL override so tests (and the FakeSlack harness) can redirect every Web API	COMMENT
MEDIUM	surfaces/gui/src/api.ts	692	// bounded per-persona cards. Defaults to "flat" (absent → flat) so the GUI is robust to an older	COMMENT
MEDIUM	surfaces/gui/src/api.ts	706	// and attach-time thresholds. Optional so the GUI is robust to an older backend.	COMMENT
MEDIUM	surfaces/gui/src/api.ts	712	// Optional so the GUI is robust to an older backend.	COMMENT

Fake / Example Data15 hits · 15 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_hubspot_portals.py	217	"account": "Acme Inc",	CODE
LOW	tests/test_hubspot_portals.py	230	"name": "Acme Inc",	CODE
LOW	coworker/connectors/descriptors.py	32	"placeholder": self.placeholder,	CODE
LOW	coworker/connectors/browser_automation.py	297	placeholder: el.getAttribute('placeholder') \|\| '',	CODE
LOW	coworker/providers/registry.py	65	"placeholder": self.placeholder,	CODE
LOW	ui-mocks/voice-input-settings.html	119	<div class="placeholder">Ask OpenCoworker anything…</div>	CODE
LOW	surfaces/gui/e2e/fixtures.ts	504	{ hub_id: "111", name: "Acme Inc", sandbox: false },	CODE
LOW	surfaces/gui/e2e/provider-keys.spec.ts	41	await expect(page.getByTestId("set-field-api_key")).toHaveAttribute("placeholder", "••••••••");	CODE
LOW	surfaces/gui/e2e/provider-keys.spec.ts	53	await expect(page.getByTestId("set-field-api_key")).toHaveAttribute("placeholder", "••••••••");	CODE
LOW	surfaces/gui/e2e/onboarding.spec.ts	81	await expect(page.getByTestId("ob-field-api_key")).toHaveAttribute("placeholder", "••••••••");	CODE
LOW	surfaces/gui/e2e/hubspot-page.spec.ts	35	await expect(page.getByTestId("connector-hubspot")).toContainText("Acme Inc", {	CODE
LOW	surfaces/gui/e2e/hubspot-page.spec.ts	61	await expect(page.getByTestId("connector-hubspot")).toContainText("Acme Inc", { timeout: 10_000 });	CODE
LOW	surfaces/gui/e2e/hubspot-page.spec.ts	84	await expect(page.getByTestId("connector-hubspot")).toContainText("Acme Inc", { timeout: 10_000 });	CODE
LOW	surfaces/gui/e2e/chat.spec.ts	68	"reply OK. " + "lorem ipsum dolor sit amet consectetur ".repeat(60) + tail; // ~2.4k chars	CODE
LOW	surfaces/gui/e2e/chat.spec.ts	68	"reply OK. " + "lorem ipsum dolor sit amet consectetur ".repeat(60) + tail; // ~2.4k chars	CODE

Over-Commented Block14 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW	packaging/build_dmg.sh	1	#!/usr/bin/env bash	COMMENT
LOW	packaging/build_dmg.sh	21	# `tauri build` signs the .app + the bundled sidecar with it. Left unset → UNSIGNED (first launch	COMMENT
LOW	packaging/build_dmg.sh	81	# stale onefile binary from pre-onedir builds.	COMMENT
LOW	coworker/compaction.py	21	# Trigger: min(threshold_pct × context_window, cap_tokens). The cap exists so 1M-context	COMMENT
LOW	coworker/connectors/descriptors.py	61	# Registry metadata (UI-Refresh §1): the connector's brand color (hex; fallback gray) and a	COMMENT
LOW	coworker/connectors/descriptors.py	81	# Manual token paste ALWAYS remains available — signed out or in — managed	COMMENT
LOW	coworker/providers/openai_provider.py	321		COMMENT
LOW	.github/workflows/release.yml	1	# Desktop release builds — macOS (.dmg, arm64 + Intel) and Windows (.msi + NSIS .exe).	COMMENT
LOW	surfaces/gui/src-tauri/src/lib.rs	1	//! OpenWorker desktop shell.	COMMENT
LOW	surfaces/gui/src/App.tsx	781	}	COMMENT
LOW	surfaces/gui/src/streamGate.ts	1	// §33 refinement #3 (owner, 2026-07-14 — v2's gate only covered turn START; mid-turn	COMMENT
LOW	surfaces/gui/src/paths.ts	1	// Last path segment, for displaying a workspace/root as its folder name. Splits on both	COMMENT
LOW	surfaces/gui/src/connectors/registry.tsx	1	// Connector logo registry — maps a stable `logo` id (from a connector's API descriptor) to the	COMMENT
LOW	surfaces/gui/src/components/ConnectorMessageCard.tsx	1	// ConnectorMessageCard — renders a connector-delivered inbound message (§3.3) as a structured card:	COMMENT

Modern AI Meta-Vocabulary3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	coworker/compaction.py	177	# -- mechanical extraction (no LLM — zero hallucination risk) -----------------	COMMENT
MEDIUM	coworker/server/app.py	1450	# Auto-compaction overrides (OPE-27): threshold % of the context window, the	COMMENT
MEDIUM	coworker/server/manager.py	1839	# {full id → context window in tokens}, verified matrix entries only —	COMMENT

AI Structural Patterns6 hits · 6 pts

Severity	File	Line	Context
LOW	coworker/engine.py	54	CODE
LOW	coworker/agent.py	141	CODE
LOW	coworker/inbox.py	116	CODE
LOW	coworker/connectors/email_tools.py	421	CODE
LOW	coworker/providers/vertex_provider.py	76	CODE
LOW	coworker/providers/bedrock_provider.py	473	CODE

Overly Generic Function Names1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW⚡	coworker/automation/scheduler.py	91	async def run_task(self, task: ScheduledTask, *, trigger: str) -> Optional[TaskRun]:	CODE

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings