openagents-org/openagents

19.2

Adjusted Score

19.2

Raw Score

100%

Time Factor

2026-08-08

Last Push

4.0K

Stars

TypeScript

Language

513.1K

Lines of Code

2.1K

Files

6.1K

Pattern Hits

2026-08-09

Scan Date

0.17

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 370MEDIUM 1034LOW 4731

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 6135 distinct pattern matches across 23 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

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

Decorative Section Separators794 hits · 2690 pts

Severity	File	Line	Snippet	Context
MEDIUM	install.sh	4	# =============================================================================	COMMENT
MEDIUM	install.sh	10	# =============================================================================	COMMENT
MEDIUM⚡	install.sh	56	# =========================================================================	COMMENT
MEDIUM⚡	install.sh	58	# =========================================================================	COMMENT
MEDIUM⚡	install.sh	169	# =========================================================================	COMMENT
MEDIUM⚡	install.sh	171	# =========================================================================	COMMENT
MEDIUM⚡	install.sh	269	# =========================================================================	COMMENT
MEDIUM⚡	install.sh	271	# =========================================================================	COMMENT
MEDIUM	install.sh	300	# =========================================================================	COMMENT
MEDIUM	install.sh	302	# =========================================================================	COMMENT
MEDIUM	workspace/frontend/components/tasks/tasks-view.tsx	31	// ── Card ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	workspace/frontend/components/tasks/tasks-view.tsx	181	// ── Column ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	workspace/frontend/components/tasks/tasks-view.tsx	218	// ── Board ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	workspace/backend/app/models.py	42	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	44	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	72	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	74	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	247	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	249	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	306	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	308	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	333	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	335	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	369	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	371	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	405	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	407	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	435	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	437	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	459	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	461	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	498	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	500	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	577	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	579	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	612	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	614	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	641	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	643	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	668	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/models.py	670	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/access.py	65	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/access.py	67	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/access.py	130	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/access.py	132	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/access.py	205	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/access.py	207	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	workspace/backend/app/cache.py	121	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	workspace/backend/app/cache.py	123	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/skill_catalog.py	15	# -------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/skill_catalog.py	17	# -------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/skill_catalog.py	78	# -------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/skill_catalog.py	80	# -------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/skill_catalog.py	151	# -------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/skill_catalog.py	153	# -------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/skill_catalog.py	254	# -------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/skill_catalog.py	256	# -------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/skill_catalog.py	317	# -------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/skill_catalog.py	319	# -------------------------------------------------------------------------	COMMENT
MEDIUM	workspace/backend/app/skill_catalog.py	380	# -------------------------------------------------------------------------	COMMENT
734 more matches not shown…

Hyper-Verbose Identifiers1741 hits · 1702 pts

Severity	File	Line	Snippet	Context
LOW	workspace/frontend/components/chat/mermaid-block.tsx	21	export function removeMermaidRenderArtifacts(renderId: string) {	CODE
LOW	workspace/frontend/lib/firebase.ts	39	export async function signInWithCustomTokenValue(customToken: string) {	CODE
LOW	workspace/frontend/lib/types.ts	512	export function networkAgentToWorkspaceAgent(agent: NetworkAgent): WorkspaceAgent {	CODE
LOW	workspace/backend/app/access.py	115	def get_or_create_user_by_email(db: Session, email: str) -> User:	CODE
LOW	workspace/backend/app/pipeline_factory.py	17	def create_workspace_pipeline() -> Pipeline:	CODE
LOW	workspace/backend/app/skill_catalog.py	726	def skills_to_disabled_modules(enabled_skills: Optional[Dict[str, bool]]) -> Set[str]:	CODE
LOW	workspace/backend/app/browser_egress.py	103	def _target_from_absolute_url(target: str) -> tuple:	CODE
LOW	workspace/backend/app/browser.py	86	def classify_navigation_error(exc: Exception) -> str:	CODE
LOW	workspace/backend/app/pagination.py	27	def apply_database_pagination(	CODE
LOW	workspace/backend/app/pagination.py	36	def create_paginated_response(	CODE
LOW	workspace/backend/app/routers/fetch.py	286	def _normalize_rendered_assets(images: Optional[list], base_url: str) -> list[dict]:	CODE
LOW	workspace/backend/app/routers/browser.py	140	def _orphan_session_tombstone(db: Session, tab: BrowserTab, error: str) -> None:	CODE
LOW⚡	workspace/backend/app/routers/notifications.py	198	async def mark_all_notifications_read(	CODE
LOW	workspace/backend/app/routers/routines.py	74	def _get_or_create_routine_channel(db: Session, workspace: Workspace, agent: str) -> Channel:	CODE
LOW	workspace/backend/app/routers/routines.py	168	def _generate_routine_context_sync(	CODE
LOW	workspace/backend/app/routers/workspaces.py	635	def generate_member_description(	CODE
LOW	workspace/backend/app/routers/workspaces.py	773	def _emit_agent_control_event(db, workspace, agent_name: str, action: str, payload: dict) -> None:	CODE
LOW	workspace/backend/app/mods/workspace_mod.py	557	def _online_participant_names(db, workspace, channel) -> set:	CODE
LOW	workspace/backend/app/mods/workspace_mod.py	1109	def _handle_task_thread_progress(event: Event, channel, content: str, db, workspace) -> None:	CODE
LOW	workspace/backend/app/mods/workspace_mod.py	1148	def _upsert_human_collaborator(workspace, payload: dict, db) -> None:	CODE
LOW	workspace/backend/app/services/cloud_agent.py	363	def _build_conversation_context(	CODE
LOW	workspace/backend/app/services/push.py	273	def _channel_name_from_target(event: dict) -> str:	CODE
LOW⚡	workspace/backend/tests/test_timer_maintenance.py	55	def test_run_maintenance_empty_db_ok(session_factory):	CODE
LOW⚡	workspace/backend/tests/test_timer_maintenance.py	60	def test_fire_due_empty_db_ok(session_factory):	CODE
LOW⚡	workspace/backend/tests/test_timer_maintenance.py	65	def test_run_maintenance_archives_stale_thread(session_factory):	CODE
LOW	workspace/backend/tests/test_channel_membership.py	37	def test_unrelated_agent_cannot_invite(self, client, workspace):	CODE
LOW	workspace/backend/tests/test_channel_membership.py	62	def test_join_routine_channel_rejected(self, client, workspace):	CODE
LOW	workspace/backend/tests/test_channel_membership.py	87	def test_unrelated_agent_cannot_remove(self, client, workspace):	CODE
LOW	workspace/backend/tests/test_channel_membership.py	98	def test_agent_can_remove_self(self, client, workspace):	CODE
LOW	workspace/backend/tests/test_channel_membership.py	109	def test_leave_routine_channel_rejected(self, client, workspace):	CODE
LOW⚡	workspace/backend/tests/test_workspaces.py	27	def test_create_workspace_has_channel_with_master(self, client):	CODE
LOW⚡	workspace/backend/tests/test_workspaces.py	37	def test_create_workspace_with_email(self, client):	CODE
LOW⚡	workspace/backend/tests/test_workspaces.py	63	def test_get_workspace_by_slug(self, client, workspace):	CODE
LOW⚡	workspace/backend/tests/test_workspaces.py	70	def test_get_workspace_includes_agents(self, client, workspace):	CODE
LOW⚡	workspace/backend/tests/test_workspaces.py	79	def test_get_nonexistent_workspace(self, client):	CODE
LOW⚡	workspace/backend/tests/test_workspaces.py	167	def test_deleted_workspace_hidden_from_list(self, client, workspace):	CODE
LOW⚡	workspace/backend/tests/test_workspaces.py	382	def test_rotate_no_credentials(self, client, workspace):	CODE
LOW⚡	workspace/backend/tests/test_workspaces.py	387	def test_rotate_nonexistent_workspace(self, client):	CODE
LOW⚡	workspace/backend/tests/test_workspaces.py	395	def test_new_token_works_for_join(self, client, workspace):	CODE
LOW	workspace/backend/tests/test_workspaces.py	104	def test_browser_enabled_defaults_false(self, client, workspace):	CODE
LOW	workspace/backend/tests/test_workspaces.py	111	def test_update_browser_enabled_true(self, client, workspace):	CODE
LOW	workspace/backend/tests/test_workspaces.py	122	def test_browser_enabled_round_trips(self, client, workspace):	CODE
LOW	workspace/backend/tests/test_workspaces.py	131	def test_browser_enabled_preserves_other_settings(self, client, workspace):	CODE
LOW	workspace/backend/tests/test_workspaces.py	144	def test_browser_enabled_false_clears_panel(self, client, workspace):	CODE
LOW	workspace/backend/tests/test_workspaces.py	197	def test_default_mode_is_dynamic(self, client, workspace):	CODE
LOW	workspace/backend/tests/test_workspaces.py	205	def test_set_workflow_mode_with_instruction_round_trips(self, client, workspace):	CODE
LOW	workspace/backend/tests/test_workspaces.py	222	def test_invalid_mode_rejected(self, client, workspace):	CODE
LOW	workspace/backend/tests/test_workspaces.py	226	def test_empty_instruction_clears_plan(self, client, workspace):	CODE
LOW	workspace/backend/tests/test_workspaces.py	245	def test_generate_returns_suggestion(self, _m, _k, mock_get_client, client, workspace):	CODE
LOW	workspace/backend/tests/test_workspaces.py	284	def test_delete_by_slug_with_valid_token(self, client, workspace):	CODE
LOW	workspace/backend/tests/test_workspaces.py	301	def test_deleted_workspace_is_no_longer_accessible(self, client, workspace):	CODE
LOW	workspace/backend/tests/test_workspaces.py	330	def test_list_returns_workspaces(self, client, workspace):	CODE
LOW	workspace/backend/tests/test_workspaces.py	335	def test_list_filter_by_agent(self, client, workspace):	CODE
LOW	workspace/backend/tests/test_workspaces.py	347	def test_rotate_with_valid_token(self, client, workspace):	CODE
LOW	workspace/backend/tests/test_workspaces.py	359	def test_old_token_stops_working(self, client, workspace):	CODE
LOW	workspace/backend/tests/test_workspaces.py	438	def test_remove_nonexistent_member(self, client, workspace):	CODE
LOW	workspace/backend/tests/test_workspaces.py	446	def test_remove_no_credentials(self, client, workspace):	CODE
LOW⚡	workspace/backend/tests/test_collaborators.py	187	def test_collaborator_bearer_grants_access(self, client, workspace):	CODE
LOW⚡	workspace/backend/tests/test_collaborators.py	207	def test_non_collaborator_bearer_rejected(self, client, workspace):	CODE
LOW⚡	workspace/backend/tests/test_collaborators.py	216	def test_collaborator_can_send_event(self, client, workspace):	CODE
1681 more matches not shown…

Excessive Try-Catch Wrapping1170 hits · 1178 pts

Severity	File	Line	Snippet	Context
LOW	workspace/backend/app/browser_maintenance.py	85	except Exception as e:	CODE
LOW	workspace/backend/app/browser_maintenance.py	110	except Exception as e:	CODE
LOW	workspace/backend/app/browser_maintenance.py	275	except Exception:	CODE
LOW	workspace/backend/app/cache.py	48	except Exception as e:	CODE
LOW⚡	workspace/backend/app/cache.py	62	except Exception as e:	CODE
LOW⚡	workspace/backend/app/cache.py	76	except Exception as e:	CODE
LOW	workspace/backend/app/cache.py	87	except Exception as e:	CODE
LOW	workspace/backend/app/cache.py	108	except Exception:	CODE
LOW⚡	workspace/backend/app/cache.py	132	except Exception as e:	CODE
LOW	workspace/backend/app/cache.py	156	except Exception as e:	CODE
LOW	workspace/backend/app/cache.py	186	except Exception as e:	CODE
LOW	workspace/backend/app/cache.py	192	except Exception:	CODE
LOW	workspace/backend/app/browser_egress.py	246	except Exception:	CODE
LOW	workspace/backend/app/browser_egress.py	282	except Exception:	CODE
LOW	workspace/backend/app/browser_egress.py	316	except Exception:	CODE
LOW	workspace/backend/app/browser_egress.py	320	except Exception:	CODE
LOW	workspace/backend/app/browser_egress.py	381	except Exception as e: # fail closed on anything unexpected	CODE
LOW	workspace/backend/app/browser_egress.py	433	except Exception:	CODE
MEDIUM	workspace/backend/app/browser.py	566	def _note_blocked(response):	CODE
LOW⚡	workspace/backend/app/browser.py	186	except Exception as e:	CODE
LOW⚡	workspace/backend/app/browser.py	234	except Exception:	CODE
LOW⚡	workspace/backend/app/browser.py	598	except Exception as e:	CODE
LOW⚡	workspace/backend/app/browser.py	605	except Exception:	CODE
LOW⚡	workspace/backend/app/browser.py	615	except Exception:	CODE
LOW⚡	workspace/backend/app/browser.py	621	except Exception:	CODE
LOW⚡	workspace/backend/app/browser.py	627	except Exception:	CODE
LOW⚡	workspace/backend/app/browser.py	682	except Exception as e:	CODE
LOW	workspace/backend/app/browser.py	268	except Exception:	CODE
LOW	workspace/backend/app/browser.py	286	except Exception as e:	CODE
LOW	workspace/backend/app/browser.py	292	except Exception as e:	CODE
LOW	workspace/backend/app/browser.py	309	except Exception as e:	CODE
LOW	workspace/backend/app/browser.py	325	except Exception:	CODE
LOW	workspace/backend/app/browser.py	335	except Exception:	CODE
LOW	workspace/backend/app/browser.py	368	except Exception:	CODE
LOW	workspace/backend/app/browser.py	437	except Exception:	CODE
LOW	workspace/backend/app/browser.py	475	except Exception as e:	CODE
LOW	workspace/backend/app/browser.py	486	except Exception:	CODE
LOW	workspace/backend/app/browser.py	517	except Exception as e:	CODE
LOW	workspace/backend/app/browser.py	537	except Exception as e:	CODE
LOW	workspace/backend/app/browser.py	550	except Exception as e:	CODE
LOW	workspace/backend/app/browser.py	580	except Exception:	CODE
LOW	workspace/backend/app/browser.py	587	except Exception as e:	CODE
LOW	workspace/backend/app/browser.py	722	except Exception:	CODE
LOW	workspace/backend/app/browser.py	732	except Exception:	CODE
LOW	workspace/backend/app/storage.py	108	except Exception:	CODE
LOW	workspace/backend/app/firebase_auth.py	85	except Exception as e:	CODE
LOW	workspace/backend/app/firebase_auth.py	109	except Exception as e:	CODE
LOW	workspace/backend/app/firebase_auth.py	171	except Exception as e:	CODE
LOW	workspace/backend/app/firebase_auth.py	215	except Exception as e:	CODE
LOW	workspace/backend/app/firebase_auth.py	257	except Exception as e:	CODE
LOW	workspace/backend/app/main.py	162	except Exception:	CODE
LOW	workspace/backend/app/main.py	302	except Exception:	CODE
LOW	workspace/backend/app/main.py	344	except Exception:	CODE
LOW	workspace/backend/app/main.py	374	except Exception as e:	CODE
LOW	workspace/backend/app/main.py	487	except Exception:	CODE
LOW	workspace/backend/app/routers/fetch.py	323	except Exception:	CODE
LOW	workspace/backend/app/routers/fetch.py	674	except Exception as e:	CODE
LOW	workspace/backend/app/routers/cloud_agents.py	446	except Exception as exc:	CODE
LOW	workspace/backend/app/routers/files.py	488	except Exception:	CODE
LOW	workspace/backend/app/routers/files.py	1242	except Exception: # noqa: BLE001 — see docstring	CODE
1110 more matches not shown…

Cross-File Repetition174 hits · 870 pts

Severity	File	Line	Snippet	Context
HIGH	tests/studio/test_workspace_http_messaging.py	0	create and start a network using workspace_test.yaml config.	STRING
HIGH	tests/studio/test_messaging_mod_with_http_api.py	0	create and start a network using workspace_test.yaml config.	STRING
HIGH	tests/grpc/test_mixed_grpc_http_communication.py	0	create and start a network using workspace_test.yaml config.	STRING
HIGH	tests/grpc/test_basic_grpc_communication.py	0	create and start a network using workspace_test.yaml config.	STRING
HIGH	…s/workspace/test_grpc_workspace_client_worker_agent.py	0	create and start a network using workspace_test.yaml config.	STRING
HIGH	tests/workspace/test_worker_agent.py	0	create and start a network using workspace_test.yaml config.	STRING
HIGH	tests/workspace/test_grpc_workspace.py	0	create and start a network using workspace_test.yaml config.	STRING
HIGH	tests/http/test_basic_http_communication.py	0	create and start a network using workspace_test.yaml config.	STRING
HIGH	…sts/mods/test_grpc_thread_messaging_file_operations.py	0	create and start a network using workspace_test.yaml config.	STRING
HIGH	…sts/mods/test_http_thread_messaging_file_operations.py	0	create and start a network using workspace_test.yaml config.	STRING
HIGH	tests/lms/test_llm_log_reader.py	0	create a temporary workspace directory for testing.	STRING
HIGH	tests/lms/test_llm_logger.py	0	create a temporary workspace directory for testing.	STRING
HIGH	tests/mods/test_forum_wiki_persistence.py	0	create a temporary workspace directory for testing.	STRING
HIGH	tests/mods/test_feed_mod.py	0	create a temporary workspace directory for testing.	STRING
HIGH	tests/mods/test_messaging_memory_management.py	0	create a temporary workspace directory for testing.	STRING
HIGH	tests/platform/tools/test_cursor.py	0	create a workspace via the python api and clean up after.	STRING
HIGH	tests/platform/tools/test_codex.py	0	create a workspace via the python api and clean up after.	STRING
HIGH	tests/platform/tools/test_openclaw.py	0	create a workspace via the python api and clean up after.	STRING
HIGH	tests/platform/tools/test_claude.py	0	create a workspace via the python api and clean up after.	STRING
HIGH	tests/platform/tools/test_nanoclaw.py	0	create a workspace via the python api and clean up after.	STRING
HIGH	tests/platform/respond/test_cursor.py	0	create a workspace via the python api and clean up after.	STRING
HIGH	tests/platform/respond/test_codex.py	0	create a workspace via the python api and clean up after.	STRING
HIGH	tests/platform/respond/test_openclaw.py	0	create a workspace via the python api and clean up after.	STRING
HIGH	tests/platform/respond/test_claude.py	0	create a workspace via the python api and clean up after.	STRING
HIGH	tests/platform/respond/test_nanoclaw.py	0	create a workspace via the python api and clean up after.	STRING
HIGH	tests/platform/tools/test_cursor.py	0	upload a file and read it back — content should match.	STRING
HIGH	tests/platform/tools/test_codex.py	0	upload a file and read it back — content should match.	STRING
HIGH	tests/platform/tools/test_openclaw.py	0	upload a file and read it back — content should match.	STRING
HIGH	tests/platform/tools/test_claude.py	0	upload a file and read it back — content should match.	STRING
HIGH	tests/platform/tools/test_nanoclaw.py	0	upload a file and read it back — content should match.	STRING
HIGH	tests/platform/install/test_cursor.py	0	log environment details (always passes, for diagnostics).	STRING
HIGH	tests/platform/install/test_codex.py	0	log environment details (always passes, for diagnostics).	STRING
HIGH	tests/platform/install/test_openclaw.py	0	log environment details (always passes, for diagnostics).	STRING
HIGH	tests/platform/install/test_claude.py	0	log environment details (always passes, for diagnostics).	STRING
HIGH	tests/platform/install/test_nanoclaw.py	0	log environment details (always passes, for diagnostics).	STRING
HIGH	tests/platform/start/test_cursor.py	0	log environment details (always passes, for diagnostics).	STRING
HIGH	tests/platform/start/test_codex.py	0	log environment details (always passes, for diagnostics).	STRING
HIGH	tests/platform/start/test_openclaw.py	0	log environment details (always passes, for diagnostics).	STRING
HIGH	tests/platform/start/test_claude.py	0	log environment details (always passes, for diagnostics).	STRING
HIGH	tests/platform/start/test_nanoclaw.py	0	log environment details (always passes, for diagnostics).	STRING
HIGH	tests/platform/connect/test_cursor.py	0	log environment details (always passes, for diagnostics).	STRING
HIGH	tests/platform/connect/test_codex.py	0	log environment details (always passes, for diagnostics).	STRING
HIGH	tests/platform/connect/test_openclaw.py	0	log environment details (always passes, for diagnostics).	STRING
HIGH	tests/platform/connect/test_claude.py	0	log environment details (always passes, for diagnostics).	STRING
HIGH	tests/platform/connect/test_nanoclaw.py	0	log environment details (always passes, for diagnostics).	STRING
HIGH	tests/platform/start/test_cursor.py	0	remove the test agent after each test; daemon stays running.	STRING
HIGH	tests/platform/start/test_codex.py	0	remove the test agent after each test; daemon stays running.	STRING
HIGH	tests/platform/start/test_openclaw.py	0	remove the test agent after each test; daemon stays running.	STRING
HIGH	tests/platform/start/test_claude.py	0	remove the test agent after each test; daemon stays running.	STRING
HIGH	tests/platform/start/test_nanoclaw.py	0	remove the test agent after each test; daemon stays running.	STRING
HIGH	tests/platform/start/test_cursor.py	0	after start, `openagents status` should show daemon running.	STRING
HIGH	tests/platform/start/test_codex.py	0	after start, `openagents status` should show daemon running.	STRING
HIGH	tests/platform/start/test_openclaw.py	0	after start, `openagents status` should show daemon running.	STRING
HIGH	tests/platform/start/test_claude.py	0	after start, `openagents status` should show daemon running.	STRING
HIGH	tests/platform/start/test_nanoclaw.py	0	after start, `openagents status` should show daemon running.	STRING
HIGH	tests/platform/start/test_cursor.py	0	`openagents remove` should remove the agent without killing the daemon.	STRING
HIGH	tests/platform/start/test_codex.py	0	`openagents remove` should remove the agent without killing the daemon.	STRING
HIGH	tests/platform/start/test_openclaw.py	0	`openagents remove` should remove the agent without killing the daemon.	STRING
HIGH	tests/platform/start/test_claude.py	0	`openagents remove` should remove the agent without killing the daemon.	STRING
HIGH	tests/platform/start/test_nanoclaw.py	0	`openagents remove` should remove the agent without killing the daemon.	STRING
114 more matches not shown…

Unused Imports796 hits · 713 pts

Severity	File	Line	Context
LOW	setup.py	7	CODE
LOW	workspace/backend/app/database.py	11	CODE
LOW	workspace/backend/app/storage.py	9	CODE
LOW	workspace/backend/app/pagination.py	6	CODE
LOW	workspace/backend/app/pagination.py	6	CODE
LOW	workspace/backend/app/pagination.py	10	CODE
LOW	workspace/backend/app/pagination.py	10	CODE
LOW	workspace/backend/app/pagination.py	11	CODE
LOW	workspace/backend/app/main.py	371	CODE
LOW	workspace/backend/app/routers/tasks.py	17	CODE
LOW	workspace/backend/app/routers/todos.py	18	CODE
LOW	workspace/backend/app/routers/shares.py	21	CODE
LOW	workspace/backend/app/routers/workspaces.py	24	CODE
LOW	workspace/backend/tests/test_timer_maintenance.py	24	CODE
LOW	workspace/backend/tests/test_workspaces.py	6	CODE
LOW	workspace/backend/tests/test_collaborators.py	15	CODE
LOW	…ace/backend/tests/test_browser_postgres_concurrency.py	39	CODE
LOW	workspace/backend/tests/test_browser_contexts.py	10	CODE
LOW	workspace/backend/tests/test_migration_schema.py	4	CODE
LOW	workspace/backend/tests/test_migration_schema.py	11	CODE
LOW	workspace/backend/tests/test_network.py	7	CODE
LOW	workspace/backend/tests/test_events.py	6	CODE
LOW	workspace/backend/tests/test_login_session_auth.py	16	CODE
LOW	workspace/backend/tests/test_login_session_auth.py	17	CODE
LOW	workspace/backend/tests/test_login_session_auth.py	573	CODE
LOW	workspace/backend/tests/test_login_session_auth.py	574	CODE
LOW	workspace/backend/api/index.py	2	CODE
LOW	workspace/backend/alembic/env.py	12	CODE
LOW	workspace/backend/alembic/env.py	12	CODE
LOW	workspace/backend/alembic/env.py	12	CODE
LOW	workspace/backend/alembic/env.py	12	CODE
LOW	workspace/backend/alembic/env.py	12	CODE
LOW	workspace/backend/alembic/env.py	12	CODE
LOW	workspace/backend/alembic/env.py	12	CODE
LOW	workspace/backend/alembic/env.py	12	CODE
LOW	workspace/backend/alembic/env.py	12	CODE
LOW	workspace/scripts/insforge-migration/migrate.py	30	CODE
LOW	workspace/scripts/insforge-migration/migrate.py	37	CODE
LOW	tests/conftest.py	8	CODE
LOW	tests/conftest.py	10	CODE
LOW	tests/conftest.py	11	CODE
LOW	tests/conftest.py	12	CODE
LOW	tests/test_onm_pipeline.py	7	CODE
LOW	tests/test_workspace_prompt_browser.py	9	CODE
LOW	tests/test_workspace_sdk.py	3	CODE
LOW	tests/test_workspace_sdk.py	5	CODE
LOW	tests/test_workspace_sdk.py	6	CODE
LOW	tests/test_workspace_sdk.py	6	CODE
LOW	tests/test_workspace_sdk.py	6	CODE
LOW	tests/test_workspace_sdk.py	8	CODE
LOW	tests/test_workspace_sdk.py	8	CODE
LOW	tests/test_onm_addressing.py	6	CODE
LOW	tests/studio/test_workspace_http_messaging.py	32	CODE
LOW	tests/studio/test_workspace_http_messaging.py	34	CODE
LOW	tests/studio/test_forum_mod_with_http_api.py	38	CODE
LOW	tests/studio/test_forum_mod_with_http_api.py	38	CODE
LOW	tests/grpc/test_mixed_grpc_http_communication.py	15	CODE
LOW	tests/grpc/test_mixed_grpc_http_communication.py	22	CODE
LOW	tests/grpc/test_mixed_grpc_http_communication.py	23	CODE
LOW	tests/grpc/test_mixed_grpc_http_communication.py	24	CODE
736 more matches not shown…

Cross-Language Confusion (JS/TS)123 hits · 554 pts

Severity	File	Line	Snippet	Context
HIGH	sdk/studio/src/stores/llmLogStore.ts	141	completion: "```python\nimport pandas as pd\nimport numpy as np\nfrom pathlib import Path\n\ndef analyze_csv(file_	CODE
HIGH	sdk/studio/src/stores/llmLogStore.ts	154	content: "```python\nimport pandas as pd\nimport numpy as np\nfrom pathlib import Path\n\ndef analyze_csv(file	CODE
HIGH	sdk/studio/src/pages/admin/ConnectionGuide.tsx	249	print("Agent is running! Press Ctrl+C to stop.")	CODE
HIGH	sdk/studio/src/pages/admin/ConnectionGuide.tsx	275	print("\\nShutting down...")	CODE
HIGH	sdk/studio/src/pages/admin/ConnectionGuide.tsx	378	print("Agent is listening for messages...")	CODE
HIGH⚡	sdk/studio/src/pages/admin/ConnectionGuide.tsx	519	print(f"Failed to announce: {e}")	CODE
HIGH⚡	sdk/studio/src/pages/admin/ConnectionGuide.tsx	520	return False	CODE
HIGH⚡	sdk/studio/src/pages/admin/ConnectionGuide.tsx	540	print(f"Failed to withdraw: {e}")	CODE
HIGH⚡	sdk/studio/src/pages/admin/ConnectionGuide.tsx	541	return False	CODE
HIGH⚡	sdk/studio/src/pages/admin/ConnectionGuide.tsx	567	print(f"Starting A2A agent on http://{agent_host}:{agent_port}...")	CODE
HIGH⚡	sdk/studio/src/pages/admin/ConnectionGuide.tsx	568	print(f"OpenAgents network: {openagents_url}")	CODE
HIGH⚡	sdk/studio/src/pages/admin/ConnectionGuide.tsx	569	print("Press Ctrl+C to stop")	CODE
HIGH⚡	packages/agent-connector/src/cli.js	58	print(headers.map((h, i) => h.padEnd(widths[i])).join(' '));	CODE
HIGH⚡	packages/agent-connector/src/cli.js	59	print(widths.map((w) => '-'.repeat(w)).join(' '));	CODE
HIGH⚡	packages/agent-connector/src/cli.js	61	print(row.map((c, i) => String(c \|\| '').padEnd(widths[i])).join(' '));	CODE
HIGH⚡	packages/agent-connector/src/cli.js	100	print('Daemon stopped');	CODE
HIGH⚡	packages/agent-connector/src/cli.js	102	print('Daemon is not running');	CODE
HIGH⚡	packages/agent-connector/src/cli.js	112	print(stopped ? 'Daemon stopped' : 'Daemon was not running');	CODE
HIGH⚡	packages/agent-connector/src/cli.js	122	print('Daemon is not running');	CODE
HIGH⚡	packages/agent-connector/src/cli.js	124	print(`Daemon running (PID ${pid})`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	129	print('\nNo agents configured. Run: agn create <name> --type <type>');	CODE
HIGH⚡	packages/agent-connector/src/cli.js	155	print(`Error: unknown agent type '${type}'.`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	156	print(`Supported types: ${known.join(', ')}`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	157	print('Run `agn search` to browse available agent types.');	CODE
HIGH⚡	packages/agent-connector/src/cli.js	172	print(`Created local agent: ${name} (type: ${type})`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	173	print('');	CODE
HIGH⚡	packages/agent-connector/src/cli.js	174	print('This agent is local-only and will not appear in Workspace Dashboard yet.');	CODE
HIGH⚡	packages/agent-connector/src/cli.js	175	print('');	CODE
HIGH⚡	packages/agent-connector/src/cli.js	176	print('To connect it to a Workspace, run:');	CODE
HIGH⚡	packages/agent-connector/src/cli.js	177	print(` agn connect ${name} <workspace-token>`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	179	print(`Agent '${name}' created (type: ${type})`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	184	print(`Runtime '${type}' is not installed. Run: agn install ${type}`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	188	print(`Installing ${type}...`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	191	print(`${type} installed`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	193	print(`Warning: install failed: ${e.message}`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	197	print(`Error: ${e.message}`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	207	print(`Agent '${name}' removed`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	222	print(`Sent start command for '${name}'`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	229	print(`Sent stop command for '${name}'`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	237	print(`${type} is already installed`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	241	print(`Installing ${type}...`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	244	print(`${type} installed successfully`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	247	print(`Error: ${e.message}`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	256	print(`Uninstalling ${type}...`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	259	print(`${type} uninstalled`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	262	print(`Error: ${e.message}`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	349	print('Usage: agn connect <agent-name> <token>');	CODE
HIGH⚡	packages/agent-connector/src/cli.js	358	print('Workspace token is required.');	CODE
HIGH⚡	packages/agent-connector/src/cli.js	359	print('Local-only agents do not appear in Workspace Dashboard until connected.');	CODE
HIGH⚡	packages/agent-connector/src/cli.js	360	print('Run:');	CODE
HIGH⚡	packages/agent-connector/src/cli.js	361	print(` agn connect ${name} <workspace-token>`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	366	print(`Resolving workspace token...`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	383	print(`'${name}' connected to workspace '${wsName}'`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	389	print('Daemon notified');	CODE
HIGH⚡	packages/agent-connector/src/cli.js	391	print('Daemon is not running. Run `agn up` to bring this agent online.');	CODE
HIGH⚡	packages/agent-connector/src/cli.js	394	print(`Error: ${e.message}`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	403	print(`'${name}' disconnected from workspace`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	438	print(`Creating workspace '${name}'...`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	441	print(`Workspace created: ${result.name}`);	CODE
HIGH⚡	packages/agent-connector/src/cli.js	442	print(` Slug: ${result.slug}`);	CODE
63 more matches not shown…

Self-Referential Comments123 hits · 398 pts

Severity	File	Line	Snippet	Context
MEDIUM	workspace/backend/app/routers/browser.py	697	# Create a new session	COMMENT
MEDIUM	workspace/backend/tests/test_browser_contexts.py	222	# Create a persistent context	COMMENT
MEDIUM	workspace/backend/tests/test_network.py	478	# Create a channel so the event has somewhere to go	COMMENT
MEDIUM⚡	workspace/backend/tests/test_file_security.py	139	# Create a sentinel file outside base_dir	COMMENT
MEDIUM	tests/studio/test_forum_mod_with_http_api.py	679	# Create a topic for commenting	COMMENT
MEDIUM	tests/studio/test_forum_mod_with_http_api.py	812	# Create a topic for voting	COMMENT
MEDIUM	tests/studio/test_forum_mod_with_http_api.py	1109	# Create a valid topic first	COMMENT
MEDIUM	tests/studio/test_forum_mod_with_http_api.py	1178	# Create a topic with Client A	COMMENT
MEDIUM	tests/grpc/test_mixed_grpc_http_communication.py	151	# Create a test event from gRPC client to HTTP client	COMMENT
MEDIUM	tests/grpc/test_mixed_grpc_http_communication.py	242	# Create a test event from HTTP client to gRPC client	COMMENT
MEDIUM⚡	tests/grpc/test_basic_grpc_communication.py	134	# Create a simple event	COMMENT
MEDIUM	tests/lms/test_llm_logs_api.py	251	# Create a mock request	COMMENT
MEDIUM	tests/lms/test_llm_logger.py	201	# Create a mock response object	COMMENT
MEDIUM	tests/a2a/test_a2a_transport.py	453	# Create a task first	COMMENT
MEDIUM	tests/a2a/test_a2a_transport.py	485	# Create a task	COMMENT
MEDIUM	tests/a2a/test_a2a_transport.py	525	# Create a task	COMMENT
MEDIUM	tests/a2a/test_a2a_transport.py	635	# Create a task	COMMENT
MEDIUM	tests/a2a/test_a2a_transport.py	652	# Create a task	COMMENT
MEDIUM	tests/a2a/test_a2a_transport.py	668	# Create a task	COMMENT
MEDIUM	tests/a2a/test_cross_protocol_communication.py	330	# Create an event from gRPC agent to A2A agent	COMMENT
MEDIUM	tests/a2a/test_a2a_connector.py	178	# Create a mock task	COMMENT
MEDIUM	tests/a2a/test_a2a_connector.py	517	# Create a task	COMMENT
MEDIUM	tests/a2a/test_a2a_connector.py	599	# Create a task	COMMENT
MEDIUM	tests/a2a/test_a2a_connector.py	623	# Create a task	COMMENT
MEDIUM⚡	tests/workspace/test_worker_agent.py	477	# Create a real client	COMMENT
MEDIUM⚡	tests/workspace/test_worker_agent.py	482	# Create a test worker agent with real client	COMMENT
MEDIUM	tests/workspace/test_worker_agent.py	46	# Create a mock client	COMMENT
MEDIUM	tests/workspace/test_worker_agent.py	326	# Create an async function to simulate the future resolution	COMMENT
MEDIUM	tests/workspace/test_worker_agent.py	363	# Create an async function to simulate the direct message retrieval	COMMENT
MEDIUM⚡	tests/network/test_authentication.py	105	# Create a client and connect	COMMENT
MEDIUM	tests/network/test_authentication.py	144	# Create a simple network config	COMMENT
MEDIUM	tests/network/test_authentication.py	198	# Create a simple network config	COMMENT
MEDIUM	tests/network/test_authentication.py	230	# Create a simple network config	COMMENT
MEDIUM	tests/network/test_source_agent_group.py	312	# Create an event without source_agent_group (simulating old code)	COMMENT
MEDIUM	tests/agents/test_load_mcp.py	371	# Create a mock agent runner	COMMENT
MEDIUM	tests/agents/test_orchestrator.py	30	# Create a real incoming event	COMMENT
MEDIUM	tests/agents/test_orchestrator.py	165	# Create a new context with tool usage request	COMMENT
MEDIUM⚡	tests/agents/test_orchestrator.py	323	# Create a mock agent config that won't actually call a real API	COMMENT
MEDIUM⚡	tests/agents/test_exa_search.py	278	# Create a fake exa_py module so the local import resolves	COMMENT
MEDIUM	tests/agents/test_langchain_agent.py	560	# Create a simple wrapper that has invoke/ainvoke interface	COMMENT
MEDIUM⚡	tests/agents/test_mcp_tool.py	83	# Create a FastMCP app (similar to the example)	COMMENT
MEDIUM⚡	tests/agents/test_mcp_tool.py	89	# Define a tool (without the decorator for testing)	COMMENT
MEDIUM	tests/http/test_basic_http_communication.py	172	# Create a simple event	COMMENT
MEDIUM	tests/mods/test_thread_messaging.py	697	# Create a test file content	COMMENT
MEDIUM	tests/mods/test_grpc_workspace_documents.py	137	# Create a document	COMMENT
MEDIUM	tests/mods/test_grpc_workspace_documents.py	201	# Create a document	COMMENT
MEDIUM	tests/mods/test_grpc_workspace_documents.py	251	# Create a document	COMMENT
MEDIUM	tests/mods/test_grpc_workspace_documents.py	324	# Create a document	COMMENT
MEDIUM	tests/mods/test_shared_cache_with_files.py	342	# Create a regular (non-file) cache entry	COMMENT
MEDIUM	tests/mods/test_shared_cache_with_files.py	499	# Create a 1MB file content	COMMENT
MEDIUM	tests/mods/test_task_delegation.py	602	# Create a task with very short timeout using A2A Task	COMMENT
MEDIUM⚡	tests/mods/test_shared_artifact.py	159	# Create a public artifact	COMMENT
MEDIUM	tests/mods/test_grpc_workspace_forum.py	111	# Create a topic	COMMENT
MEDIUM	tests/mods/test_grpc_workspace_forum.py	137	# Create a topic	COMMENT
MEDIUM	tests/mods/test_grpc_workspace_forum.py	168	# Create a topic	COMMENT
MEDIUM	tests/mods/test_grpc_workspace_forum.py	194	# Create a topic	COMMENT
MEDIUM	tests/mods/test_grpc_workspace_forum.py	225	# Create a topic	COMMENT
MEDIUM	tests/mods/test_grpc_workspace_forum.py	272	# Create a topic	COMMENT
MEDIUM	tests/mods/test_grpc_workspace_forum.py	447	# Create a topic	COMMENT
MEDIUM⚡	…sts/mods/test_grpc_thread_messaging_file_operations.py	525	# Create a larger test file (approximately 5KB)	COMMENT
63 more matches not shown…

Redundant / Tautological Comments219 hits · 335 pts

Severity	File	Line	Snippet	Context
LOW	install.sh	185	# Check if already installed	COMMENT
LOW	workspace/backend/app/firebase_auth.py	60	# Check if already initialized	COMMENT
LOW	workspace/backend/app/mods/workspace_mod.py	441	# Check if already a member	COMMENT
LOW	tests/conftest.py	57	# Check if the test took too long	COMMENT
LOW	tests/grpc/test_mixed_grpc_http_communication.py	196	# Check if we received the message	COMMENT
LOW	tests/grpc/test_mixed_grpc_http_communication.py	287	# Check if we received the message	COMMENT
LOW	tests/grpc/test_mixed_grpc_http_communication.py	385	# Check if both received messages	COMMENT
LOW	tests/grpc/test_basic_grpc_communication.py	174	# Check if we received the message	COMMENT
LOW	tests/grpc/test_basic_grpc_communication.py	278	# Check if we received all messages	COMMENT
LOW	tests/grpc/test_basic_grpc_communication.py	624	# Check if we've received the expected events (stop early if we have enough)	COMMENT
LOW	tests/grpc/test_basic_grpc_communication.py	733	# Check if both received messages	COMMENT
LOW	tests/a2a/test_a2a_transport.py	503	# Set task to working state	COMMENT
LOW	tests/integration/test_hello_world_demo.py	138	# Check if we received a response from Charlie	COMMENT
LOW	tests/platform/connect/test_claude.py	112	# Check if agent row shows workspace (not "(local)")	COMMENT
LOW	tests/agents/test_orchestrator.py	209	# Check if we got an API error (quota exceeded) - that's acceptable for this test	COMMENT
LOW	tests/agents/test_orchestrator.py	304	# Check if there's an error in the trajectory	COMMENT
LOW	tests/agents/test_langchain_agent.py	18	# Check if LangChain is available	COMMENT
LOW	tests/http/test_basic_http_communication.py	217	# Check if we received the message	COMMENT
LOW	tests/http/test_basic_http_communication.py	323	# Check if we received all messages	COMMENT
LOW	tests/http/test_basic_http_communication.py	680	# Check if we've received the expected events (stop early if we have enough)	COMMENT
LOW	tests/http/test_basic_http_communication.py	789	# Check if both received messages	COMMENT
LOW	tests/mods/test_thread_messaging.py	272	# Check if Bob received the message	COMMENT
LOW	tests/mods/test_thread_messaging.py	364	# Check if Bob received the notification	COMMENT
LOW	tests/mods/test_thread_messaging.py	459	# Check if both Bob and Charlie received the message	COMMENT
LOW	tests/mods/test_task_delegation.py	41	# Set a2a_task_store to None so mod creates its own InMemoryTaskStore	COMMENT
LOW	sdk/examples/grpcs_example.py	27	# Check if certificates already exist	COMMENT
LOW⚡	sdk/examples/agentworld_network/simple_game_agent.py	108	# Check if move was successful (checking both "success" field and status)	COMMENT
LOW	sdk/examples/agentworld_network/simple_game_agent.py	130	# Check if chat was successful	COMMENT
LOW	sdk/src/openagents/tools/custom_event_tools.py	158	# Check if there are any .yaml/.yml files	COMMENT
LOW	sdk/src/openagents/lms/llm_logger.py	141	# Check if rotation is needed	COMMENT
LOW	sdk/src/openagents/lms/llm_logger.py	171	# Check if rotation is needed	COMMENT
LOW	sdk/src/openagents/lms/llm_logger.py	203	# Check if we're in an async context	COMMENT
LOW	sdk/src/openagents/lms/llm_log_reader.py	268	# Check if this is a rotated log file (ends with _YYYYMMDD_HHMMSS pattern)	COMMENT
LOW⚡	sdk/src/openagents/workspace/tool_decorator.py	160	# Check if required (no default value)	COMMENT
LOW	sdk/src/openagents/workspace/tool_decorator.py	247	# Check if description continues on next line	COMMENT
LOW	sdk/src/openagents/agents/runner.py	448	# Check if message hasn't been processed (regardless of requires_response)	COMMENT
LOW	sdk/src/openagents/agents/simple_openai_agent.py	181	# Check if the model wants to call a function	COMMENT
LOW	sdk/src/openagents/agents/simple_openai_agent.py	190	# Check if the model wants to finish	COMMENT
LOW⚡	sdk/src/openagents/agents/worker_agent.py	368	# Check if we're mentioned	COMMENT
LOW	sdk/src/openagents/agents/worker_agent.py	217	# Check if this method has the _event_pattern attribute (set by @on decorator)	COMMENT
LOW	sdk/src/openagents/agents/worker_agent.py	404	# Check if this is a reply message (either explicit reply_message type or channel_message with reply_to_id)	COMMENT
LOW	sdk/src/openagents/agents/worker_agent.py	431	# Check if we're mentioned	COMMENT
LOW	sdk/src/openagents/agents/langchain_agent.py	452	# Check if we should react to this event	COMMENT
LOW	sdk/src/openagents/agents/project_echo_agent.py	129	# Check if this is a project channel message	COMMENT
LOW	sdk/src/openagents/agents/project_echo_agent.py	176	# Check if this is a channel message notification	COMMENT
LOW	sdk/src/openagents/agents/project_echo_agent.py	200	# Check if this is a project channel and handle the task	COMMENT
LOW	sdk/src/openagents/agents/project_echo_agent.py	233	# Check if this is a project channel (starts with "project-")	COMMENT
LOW	sdk/src/openagents/agents/project_echo_agent.py	388	# Check if there are any projects that need to be completed	COMMENT
LOW	sdk/src/openagents/agents/pydantic_ai_agent.py	349	# Check if we should react to this event	COMMENT
LOW	sdk/src/openagents/agents/orchestrator.py	302	# Check if the model wants to call tools	COMMENT
LOW	sdk/src/openagents/agents/orchestrator.py	341	# Check if the model wants to finish	COMMENT
LOW	sdk/src/openagents/utils/bulk_agent_manager.py	199	# Check if this is an agent configuration (not a network config)	COMMENT
LOW	sdk/src/openagents/utils/bulk_agent_manager.py	252	# Check if it inherits from known agent classes	COMMENT
LOW	sdk/src/openagents/utils/bulk_agent_manager.py	279	# Check if this looks like an agent file	COMMENT
LOW	sdk/src/openagents/utils/bulk_agent_manager.py	456	# Check if process is still running	COMMENT
LOW	sdk/src/openagents/utils/cert_generator.py	159	# Write files	COMMENT
LOW⚡	sdk/src/openagents/utils/mod_loaders.py	491	# Check if this package has a mod.py file with NetworkMod class	COMMENT
LOW	sdk/src/openagents/utils/mod_loaders.py	231	# Check if this is a local mod (starts with ./)	COMMENT
LOW	sdk/src/openagents/utils/mod_loaders.py	362	# Check if this is a local mod	COMMENT
LOW	sdk/src/openagents/utils/port_allocator.py	34	# Check if port is already allocated by us or excluded	COMMENT
159 more matches not shown…

Docstring Block Structure54 hits · 270 pts

Severity	File	Line	Snippet	Context
HIGH	workspace/backend/openagents/core/onm_pipeline.py	64	Run an event through the full mod pipeline. Args: event: The event to process.	STRING
HIGH	…logs/blogs/2025-11-29-custom-tools-events-workspace.md	76	Divide first number by second. Args: a: Numerator b: Denominator (must not be zero) Returns:	STRING
HIGH	…amples/test_configs/mcp_tools_test/tools/calculator.py	50	Divide two numbers. Args: a: Numerator b: Denominator (must not be zero) Returns: Quot	STRING
HIGH	sdk/src/openagents/core/onm_pipeline.py	64	Run an event through the full mod pipeline. Args: event: The event to process.	STRING
HIGH	sdk/src/openagents/config/llm_configs.py	447	Create the appropriate model provider instance. Args: provider: Provider name (e.g., "openai", "claude", et	STRING
HIGH	sdk/src/openagents/agents/llamaindex_agent.py	43	Convert an OpenAgents AgentTool to a LlamaIndex FunctionTool. Args: agent_tool: The OpenAgents tool to	STRING
HIGH	sdk/src/openagents/agents/runner.py	184	Create an agent runner from a YAML file. This method loads a WorkerAgent (which is a type of AgentRunner) from	STRING
HIGH	sdk/src/openagents/agents/langchain_agent.py	42	Convert an OpenAgents AgentTool to a LangChain BaseTool. This allows LangChain agents to use tools provided by	STRING
HIGH	sdk/src/openagents/agents/pydantic_ai_agent.py	42	Convert an OpenAgents AgentTool to a PydanticAI tool. This allows PydanticAI agents to use tools provided by t	STRING
HIGH	sdk/src/openagents/agents/crewai_agent.py	66	Convert an OpenAgents AgentTool to a CrewAI tool. Args: agent_tool: The OpenAgents tool to convert	STRING
HIGH	sdk/src/openagents/agents/autogen_agent.py	117	Convert an OpenAgents AgentTool to an AutoGen FunctionTool. Args: agent_tool: The OpenAgents tool to c	STRING
HIGH	sdk/src/openagents/agentid/client.py	130	Verify that an agent ID exists in the registry. Args: agent_id: Agent ID in any format (simple, Lev	STRING
HIGH	sdk/src/openagents/agentid/client.py	166	Get agent information from the registry. Args: agent_name: Agent name (globally unique)	STRING
HIGH	sdk/src/openagents/agentid/client.py	215	Resolve a DID to get the DID document. Args: did: DID in format did:openagents:xxx Returns	STRING
HIGH	sdk/src/openagents/agentid/client.py	259	Validate a JWT token. Args: token: JWT token to validate Returns: TokenValidat	STRING
HIGH	sdk/src/openagents/agentid/client.py	304	Request an authentication challenge. Args: agent_name: Agent name (globally unique) org	STRING
HIGH	sdk/src/openagents/agentid/client.py	362	Exchange a signature for a JWT token. Args: agent_name: Agent name (globally unique) no	STRING
HIGH	sdk/src/openagents/agentid/client.py	426	Claim/register a new agent ID. Agent names are globally unique (like Twitter handles). The org parameter	STRING
HIGH	sdk/src/openagents/agentid/parser.py	66	Parse a full name into agent name and optional org. Args: full_name: Agent name with optional @org suffix	STRING
HIGH	sdk/src/openagents/agentid/parser.py	93	Parse an agent ID string into its components. Supports all formats: - Simple: my-agent, my-agent@org - Leve	STRING
HIGH	sdk/src/openagents/agentid/parser.py	155	Normalize any agent ID format to Level 2 format. Args: agent_id: Agent ID in any supported format Retu	STRING
HIGH	sdk/src/openagents/agentid/parser.py	171	Normalize any agent ID format to Level 3 DID format. Args: agent_id: Agent ID in any supported format	STRING
HIGH	sdk/src/openagents/agentid/parser.py	187	Normalize any agent ID format to simple format. Args: agent_id: Agent ID in any supported format Retur	STRING
HIGH	sdk/src/openagents/agentid/parser.py	203	Extract agent name and org from any format. Args: agent_id: Agent ID in any supported format Returns:	STRING
HIGH	sdk/src/openagents/agentid/parser.py	235	Determine the format of an agent ID string. Args: agent_id: Agent ID string Returns: AgentIDFo	STRING
HIGH	sdk/src/openagents/utils/protobuf_utils.py	16	Safely get a value from an object that might be dict or protobuf. This function handles both Python dictionaries an	STRING
HIGH	sdk/src/openagents/utils/protobuf_utils.py	47	Convert a protobuf object to a dictionary recursively. This function handles the conversion of protobuf objects (es	STRING
HIGH	sdk/src/openagents/utils/protobuf_utils.py	129	Extract text content from a protobuf payload structure. This function specifically handles the common case of extra	STRING
HIGH	sdk/src/openagents/utils/protobuf_utils.py	177	Convert a raw transport message payload to a dictionary. This is a higher-level function that handles the common pa	STRING
HIGH	sdk/src/openagents/utils/password_utils.py	14	Hash a password using SHA-256. Args: password: Plain text password to hash Returns:	STRING
HIGH	sdk/src/openagents/utils/network_export.py	67	Export network configuration to ZIP file. Args: include_password_hashes: Whether to include passwor	STRING
HIGH	sdk/src/openagents/utils/agent_loader.py	25	Load an AgentRunner from YAML configuration. This function loads an AgentRunner instance (or subclass) from a	STRING
HIGH	sdk/src/openagents/utils/agent_loader.py	155	Create an AgentConfig instance from YAML config section. Args: config_data: Dictionary containing Agen	STRING
HIGH	sdk/src/openagents/utils/agent_loader.py	311	Dynamically load the specified agent class. Args: agent_type: Fully qualified class name (e.g., 'modul	STRING
HIGH	sdk/src/openagents/utils/agent_loader.py	383	Load a WorkerAgent from YAML configuration. This is a convenience function that loads a WorkerAgent specifical	STRING
HIGH	sdk/src/openagents/models/agent_config.py	279	Load configuration from a YAML file. Args: file_path: Path to the YAML configuration file	STRING
HIGH	sdk/src/openagents/models/tool_config.py	185	Create a list of AgentTool instances from tool configurations. Args: tool_configs: List of tool co	STRING
HIGH	sdk/src/openagents/sdk/a2a_registry.py	138	Announce a remote A2A agent to the registry. This fetches the agent's Agent Card and creates an AgentConnection	STRING
HIGH	sdk/src/openagents/sdk/a2a_registry.py	365	Fetch an Agent Card from a remote URL. Args: url: The A2A endpoint URL Returns:	STRING
HIGH	sdk/src/openagents/sdk/network.py	256	Load an AgentNetwork from a YAML configuration file. Args: config: String or Path to a YAML config	STRING
HIGH	sdk/src/openagents/sdk/network.py	927	Create a workspace instance for this network. This method creates a workspace that provides access to channels	STRING
HIGH	sdk/src/openagents/sdk/network.py	1357	Create an agent network from configuration. Args: config: Network configuration (NetworkConfig object, file	STRING
HIGH	sdk/src/openagents/sdk/workspace.py	1217	Start a new project with project-based collaboration. Args: project: Project instance with goal, na	STRING
HIGH	…ods/coordination/task_delegation/external_delegator.py	99	Get or create a connector for an external A2A URL. Args: external_url: URL of the external A2A agen	STRING
HIGH	…ods/coordination/task_delegation/external_delegator.py	135	Delegate a task to an external A2A agent. Args: task: The local A2A Task to delegate ex	STRING
HIGH	sdk/src/openagents/mods/test_mods/basic_test/adapter.py	223	Handle test ping tool execution. Args: parameters: Tool parameters Returns: Di	STRING
HIGH	sdk/src/openagents/mods/test_mods/basic_test/adapter.py	253	Handle get state tool execution. Args: parameters: Tool parameters Returns: Di	STRING
HIGH	sdk/src/openagents/mods/test_mods/basic_test/adapter.py	280	Handle send test message tool execution. Args: parameters: Tool parameters Returns:	STRING
HIGH	…openagents/mods/workspace/messaging/thread_messages.py	75	Validate that event.payload has required channel message fields. Args: event: Event to validate	STRING
HIGH	…openagents/mods/workspace/messaging/thread_messages.py	189	Validate that event.payload has required reply message fields. Args: event: Event to validate	STRING
HIGH	…openagents/mods/workspace/messaging/thread_messages.py	324	Validate that event.payload has required file upload fields. Args: event: Event to validate	STRING
HIGH	sdk/src/openagents/client/connect.py	103	Connect to the OpenAgents identity registry. If the agent is already registered (cached locally), verifies the	STRING
HIGH	sdk/src/openagents/client/cli_helpers.py	1016	Launch studio using Python's built-in HTTP server to serve static files. This function does not require Node.js	STRING
HIGH	sdk/src/openagents/client/cli_helpers.py	1217	Launch the studio frontend development server. Args: studio_port: Port for the studio frontend Returns	STRING

Deep Nesting294 hits · 228 pts

Severity	File	Line	Context
LOW	workspace/backend/app/browser_egress.py	175	CODE
LOW	workspace/backend/app/browser.py	490	CODE
LOW	workspace/backend/app/main.py	106	CODE
LOW	workspace/backend/app/main.py	318	CODE
LOW	workspace/backend/app/routers/files.py	735	CODE
LOW	workspace/backend/app/routers/files.py	1367	CODE
LOW	workspace/backend/app/routers/events.py	318	CODE
LOW	workspace/backend/app/routers/browser.py	266	CODE
LOW	workspace/backend/app/mods/workspace_mod.py	745	CODE
LOW	workspace/backend/app/mods/workspace_mod.py	1222	CODE
LOW	workspace/backend/app/services/apns_client.py	104	CODE
LOW	workspace/backend/app/services/cloud_providers.py	536	CODE
LOW	workspace/backend/app/services/push.py	107	CODE
LOW	workspace/backend/app/services/push.py	220	CODE
LOW	workspace/backend/tests/test_migration_schema.py	136	CODE
LOW	workspace/backend/openagents/core/onm_pipeline.py	63	CODE
LOW	workspace/scripts/insforge-migration/migrate.py	387	CODE
LOW	tests/studio/test_workspace_http_messaging.py	250	CODE
LOW	tests/studio/test_workspace_http_messaging.py	339	CODE
LOW	tests/studio/test_forum_mod_with_http_api.py	90	CODE
LOW	tests/studio/test_messaging_mod_with_http_api.py	90	CODE
LOW	tests/grpc/test_mixed_grpc_http_communication.py	28	CODE
LOW	tests/grpc/test_basic_grpc_communication.py	27	CODE
LOW	tests/a2a/test_a2a_connector.py	292	CODE
LOW	tests/integration/conftest.py	61	CODE
LOW	…s/workspace/test_grpc_workspace_client_worker_agent.py	158	CODE
LOW	tests/workspace/test_grpc_workspace.py	413	CODE
LOW	tests/network/test_agent_groups.py	571	CODE
LOW	tests/agents/test_mcp_tool.py	76	CODE
LOW	tests/agents/test_mcp_tool.py	90	CODE
LOW	tests/http/test_mod_settings_api.py	229	CODE
LOW	tests/http/test_basic_http_communication.py	26	CODE
LOW	tests/external_access/test_mcp_tools.py	41	CODE
LOW	tests/mods/test_thread_messaging.py	36	CODE
LOW	sdk/examples/community_knowledge_base/ai_news_agent.py	164	CODE
LOW	sdk/examples/community_knowledge_base/ai_news_agent.py	274	CODE
LOW	sdk/examples/community_knowledge_base/ai_news_agent.py	512	CODE
LOW	sdk/examples/community_knowledge_base/reddit_util.py	399	CODE
LOW	sdk/examples/community_knowledge_base/reddit_util.py	160	CODE
LOW	sdk/examples/test_agents/test_tools.py	31	CODE
LOW	sdk/examples/agent_manager/agents/test_logger.py	27	CODE
LOW	sdk/demos/02_tech_news_stream/tools/news_fetcher.py	11	CODE
LOW	sdk/demos/02_tech_news_stream/tools/news_fetcher.py	64	CODE
LOW	sdk/demos/02_tech_news_stream/tools/news_fetcher.py	115	CODE
LOW	sdk/demos/02_tech_news_stream/agents/news_hunter.py	96	CODE
LOW	…/demos/08_alternative_service_project/test_workflow.py	11	CODE
LOW	…emos/08_alternative_service_project/tools/web_fetch.py	10	CODE
LOW	sdk/src/openagents/mcp_server.py	56	CODE
LOW	sdk/src/openagents/mcp_server.py	311	CODE
LOW	sdk/src/openagents/ui/agent_monitor.py	156	CODE
LOW	sdk/src/openagents/ui/agent_monitor.py	219	CODE
LOW	sdk/src/openagents/ui/agent_monitor.py	275	CODE
LOW	sdk/src/openagents/tools/custom_event_tools.py	16	CODE
LOW	sdk/src/openagents/tools/custom_event_tools.py	86	CODE
LOW	sdk/src/openagents/tools/custom_event_tools.py	132	CODE
LOW	sdk/src/openagents/core/onm_pipeline.py	63	CODE
LOW	sdk/src/openagents/config/llm_configs.py	343	CODE
LOW	sdk/src/openagents/config/llm_configs.py	440	CODE
LOW	sdk/src/openagents/lms/llm_logger.py	258	CODE
LOW	sdk/src/openagents/lms/providers.py	347	CODE
234 more matches not shown…

Modern Structural Boilerplate213 hits · 214 pts

Severity	File	Line	Snippet	Context
LOW	workspace/backend/app/browser_maintenance.py	45	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/app/access.py	40	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/app/cache.py	23	logger = logging.getLogger(__name__)	CODE
LOW⚡	workspace/backend/app/cache.py	67	def set_bytes(key: str, value: bytes, ttl_seconds: float) -> None:	CODE
LOW	workspace/backend/app/browser_egress.py	36	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/app/browser.py	22	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/app/net_security.py	40	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/app/composing.py	14	def set_composing(workspace_id: str, channel: str) -> None:	CODE
LOW	workspace/backend/app/firebase_auth.py	23	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/app/main.py	23	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/app/browser_creds.py	31	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/app/routers/fetch.py	48	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/app/routers/cloud_agents.py	27	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/app/routers/files.py	48	logger = logging.getLogger(__name__)	CODE
LOW⚡	workspace/backend/app/routers/tasks.py	34	logger = logging.getLogger(__name__)	CODE
LOW⚡	workspace/backend/app/routers/todos.py	27	logger = logging.getLogger(__name__)	CODE
LOW⚡	workspace/backend/app/routers/events.py	30	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/app/routers/browser.py	50	logger = logging.getLogger(__name__)	CODE
LOW⚡	workspace/backend/app/routers/network.py	34	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/app/routers/search.py	30	logger = logging.getLogger(__name__)	CODE
LOW⚡	workspace/backend/app/routers/notifications.py	26	logger = logging.getLogger(__name__)	CODE
LOW⚡	workspace/backend/app/routers/routines.py	24	logger = logging.getLogger(__name__)	CODE
LOW⚡	workspace/backend/app/routers/timers.py	24	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/app/routers/devices.py	26	logger = logging.getLogger(__name__)	CODE
LOW⚡	workspace/backend/app/routers/knowledge.py	34	logger = logging.getLogger(__name__)	CODE
LOW⚡	workspace/backend/app/routers/shares.py	28	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/app/routers/account.py	41	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/app/routers/workspaces.py	50	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/app/mods/auth.py	28	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/app/mods/persistence.py	19	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/app/mods/workspace_mod.py	26	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/app/services/apns_client.py	26	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/app/services/cloud_agent.py	29	logger = logging.getLogger(__name__)	CODE
LOW⚡	workspace/backend/app/services/yumi.py	32	logger = logging.getLogger(__name__)	CODE
LOW⚡	workspace/backend/app/services/cloud_providers.py	16	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/app/services/push.py	34	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/openagents/core/onm_mods.py	23	logger = logging.getLogger(__name__)	CODE
LOW	workspace/backend/openagents/core/onm_pipeline.py	27	logger = logging.getLogger(__name__)	CODE
LOW	tests/studio/test_workspace_http_messaging.py	56	logger = logging.getLogger(__name__)	CODE
LOW	tests/studio/test_forum_mod_with_http_api.py	49	logger = logging.getLogger(__name__)	CODE
LOW	tests/studio/test_messaging_mod_with_http_api.py	49	logger = logging.getLogger(__name__)	CODE
LOW	tests/mods/test_grpc_workspace_forum.py	25	logger = logging.getLogger(__name__)	CODE
LOW	sdk/examples/community_knowledge_base/ai_news_agent.py	40	logger = logging.getLogger(__name__)	CODE
LOW	sdk/examples/community_knowledge_base/reddit_util.py	31	logger = logging.getLogger(__name__)	CODE
LOW	sdk/examples/community_knowledge_base/example_client.py	23	logger = logging.getLogger(__name__)	CODE
LOW	sdk/examples/community_knowledge_base/simple_llm_bot.py	17	logger = logging.getLogger(__name__)	CODE
LOW	sdk/examples/product_review_forum/example_client.py	22	logger = logging.getLogger(__name__)	CODE
LOW	…/examples/product_review_forum/product_review_agent.py	37	logger = logging.getLogger(__name__)	CODE
LOW	sdk/examples/agent_manager/agents/test_echo.py	22	logger = logging.getLogger(__name__)	CODE
LOW	sdk/examples/agent_manager/agents/test_logger.py	24	logger = logging.getLogger(__name__)	CODE
LOW	…s/08_alternative_service_project/agents/coordinator.py	15	logger = logging.getLogger(__name__)	CODE
LOW	sdk/src/openagents/mcp_server.py	33	logger = logging.getLogger(__name__)	CODE
LOW	sdk/src/openagents/ui/agent_monitor.py	275	def update_agent_logs(self, agent_id: str) -> None:	CODE
LOW	sdk/src/openagents/tools/exa_search.py	16	logger = logging.getLogger(__name__)	CODE
LOW	sdk/src/openagents/tools/custom_event_tools.py	13	logger = logging.getLogger(__name__)	CODE
LOW	sdk/src/openagents/core/onm_mods.py	23	logger = logging.getLogger(__name__)	CODE
LOW	sdk/src/openagents/core/onm_pipeline.py	27	logger = logging.getLogger(__name__)	CODE
LOW	sdk/src/openagents/config/__init__.py	11	__all__ = [	CODE
LOW	sdk/src/openagents/lms/__init__.py	27	__all__ = [	CODE
LOW	sdk/src/openagents/lms/llm_logger.py	25	logger = logging.getLogger(__name__)	CODE
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Structural Annotation Overuse102 hits · 172 pts

Severity	File	Line	Snippet	Context
LOW⚡	install.sh	57	# Step 1: Node.js	COMMENT
LOW⚡	install.sh	170	# Step 2: Install/upgrade openagents	COMMENT
LOW⚡	install.sh	270	# Step 3: Detect local AI agents	COMMENT
LOW	tests/http/test_onboarding_apis.py	381	# Step 1: Apply template (simulates OnboardingStep2)	COMMENT
LOW	tests/http/test_onboarding_apis.py	392	# Step 2: Set admin password (simulates deployment step)	COMMENT
LOW	tests/http/test_onboarding_apis.py	403	# Step 3: Set model config	COMMENT
LOW	tests/http/test_onboarding_apis.py	418	# Step 4: Admin login (simulates OnboardingSuccess)	COMMENT
LOW⚡	…sts/mods/test_grpc_thread_messaging_file_operations.py	281	# Step 3: Verify file content integrity	COMMENT
LOW⚡	…sts/mods/test_grpc_thread_messaging_file_operations.py	289	# Step 4: Verify file metadata	COMMENT
LOW⚡	…sts/mods/test_grpc_thread_messaging_file_operations.py	538	# Step 1: Upload large file	COMMENT
LOW	…sts/mods/test_grpc_thread_messaging_file_operations.py	219	# Step 1: Alice uploads a file	COMMENT
LOW	…sts/mods/test_grpc_thread_messaging_file_operations.py	253	# Step 2: Bob downloads the file	COMMENT
LOW	…sts/mods/test_grpc_thread_messaging_file_operations.py	399	# Step 1: Upload all files	COMMENT
LOW	…sts/mods/test_grpc_thread_messaging_file_operations.py	450	# Step 2: Download all files and verify content	COMMENT
LOW	…sts/mods/test_grpc_thread_messaging_file_operations.py	569	# Step 2: Download large file	COMMENT
LOW	…sts/mods/test_grpc_thread_messaging_file_operations.py	594	# Step 3: Verify large file content integrity	COMMENT
LOW⚡	…sts/mods/test_http_thread_messaging_file_operations.py	335	# Step 3: Verify file content integrity	COMMENT
LOW⚡	…sts/mods/test_http_thread_messaging_file_operations.py	343	# Step 4: Verify file metadata	COMMENT
LOW⚡	…sts/mods/test_http_thread_messaging_file_operations.py	594	# Step 1: Upload large file	COMMENT
LOW	…sts/mods/test_http_thread_messaging_file_operations.py	273	# Step 1: Alice uploads a file	COMMENT
LOW	…sts/mods/test_http_thread_messaging_file_operations.py	307	# Step 2: Bob downloads the file	COMMENT
LOW	…sts/mods/test_http_thread_messaging_file_operations.py	454	# Step 1: Upload all files	COMMENT
LOW	…sts/mods/test_http_thread_messaging_file_operations.py	505	# Step 2: Download all files and verify content	COMMENT
LOW	…sts/mods/test_http_thread_messaging_file_operations.py	625	# Step 2: Download large file	COMMENT
LOW	…sts/mods/test_http_thread_messaging_file_operations.py	650	# Step 3: Verify large file content integrity	COMMENT
LOW	docs/projects/openagents_agent_client_concept.md	640	# Step 1: Install	COMMENT
LOW	docs/projects/openagents_agent_client_concept.md	646	# Step 2: Start	COMMENT
LOW⚡	docs/projects/workspace_migration.md	259	# Step 1: network scoping	COMMENT
LOW⚡	docs/projects/workspace_migration.md	265	# Step 2: entity type	COMMENT
LOW	…angelogs/blogs/2025-11-29-mcp-workspace-event-tools.md	205	### Step 1: Create a Tools Folder	COMMENT
LOW	…angelogs/blogs/2025-11-29-mcp-workspace-event-tools.md	211	### Step 2: Add a Tool	COMMENT
LOW	…angelogs/blogs/2025-11-29-mcp-workspace-event-tools.md	223	### Step 3: Configure MCP Transport	COMMENT
LOW	…angelogs/blogs/2025-11-29-mcp-workspace-event-tools.md	234	### Step 4: Start the Network	COMMENT
LOW	changelogs/blogs/2025-12-18-elon-musk-news-tracker.md	47	### Step 1: Install OpenAgents	COMMENT
LOW	changelogs/blogs/2025-12-18-elon-musk-news-tracker.md	60	### Step 2: Start the News Tracker	COMMENT
LOW	changelogs/blogs/2025-12-18-elon-musk-news-tracker.md	87	### Step 3: Connect Claude Desktop	COMMENT
LOW	changelogs/blogs/2025-12-18-elon-musk-news-tracker.md	117	### Step 4: Ask Claude!	COMMENT
LOW	changelogs/blogs/2025-12-27-admin-onboarding.md	22	### Step 1: Welcome	COMMENT
LOW	changelogs/blogs/2025-12-27-admin-onboarding.md	26	### Step 2: Choose Your Template	COMMENT
LOW	changelogs/blogs/2025-12-27-admin-onboarding.md	38	### Step 3: Set Admin Password	COMMENT
LOW	changelogs/blogs/2025-12-27-admin-onboarding.md	42	### Step 4: Configure Default Model (Optional)	COMMENT
LOW	changelogs/blogs/2025-12-27-admin-onboarding.md	53	### Step 5: Watch It Deploy	COMMENT
LOW	…logs/blogs/2025-11-29-custom-tools-events-workspace.md	34	### Step 1: Create the Tools Folder	COMMENT
LOW	…logs/blogs/2025-11-29-custom-tools-events-workspace.md	40	### Step 2: Write Your First Tool	COMMENT
LOW	…logs/blogs/2025-11-29-custom-tools-events-workspace.md	93	### Step 3: Customize Tool Names and Descriptions	COMMENT
LOW	…logs/blogs/2025-11-29-custom-tools-events-workspace.md	111	### Step 4: Mix Sync and Async Functions	COMMENT
LOW	…logs/blogs/2025-11-29-custom-tools-events-workspace.md	181	### Step 1: Create the Events Folder	COMMENT
LOW	…logs/blogs/2025-11-29-custom-tools-events-workspace.md	187	### Step 2: Define Your Events	COMMENT
LOW	changelogs/docs/2025-12-18-elon-musk-news-tracker.md	21	### Step 1: Clone and Install OpenAgents	COMMENT
LOW	changelogs/docs/2025-12-18-elon-musk-news-tracker.md	35	### Step 2: Verify Demo Files	COMMENT
LOW	changelogs/docs/2025-12-27-admin-onboarding.md	11	#### Step 1: Welcome	COMMENT
LOW	changelogs/docs/2025-12-27-admin-onboarding.md	19	#### Step 2: Network Template Selection	COMMENT
LOW	changelogs/docs/2025-12-27-admin-onboarding.md	33	#### Step 3: Admin Password	COMMENT
LOW	changelogs/docs/2025-12-27-admin-onboarding.md	42	#### Step 4: Default Model Configuration (Optional)	COMMENT
LOW	changelogs/docs/2025-12-27-admin-onboarding.md	70	#### Step 5: Deployment Progress	COMMENT
LOW	changelogs/docs/2025-12-20-grammar-forum-bedrock.md	189	### Step 1: Configure AWS Credentials	COMMENT
LOW	changelogs/docs/2025-12-20-grammar-forum-bedrock.md	198	### Step 2: Start the Network	COMMENT
LOW	changelogs/docs/2025-12-20-grammar-forum-bedrock.md	214	### Step 3: Launch the Agent	COMMENT
LOW	changelogs/docs/2025-12-20-grammar-forum-bedrock.md	233	### Step 4: Connect via Studio	COMMENT
LOW	changelogs/docs/2025-12-20-grammar-forum-bedrock.md	244	### Step 5: Test the Grammar Checker	COMMENT
42 more matches not shown…

Verbosity Indicators65 hits · 116 pts

Severity	File	Line	Snippet	Context
LOW⚡	install.sh	57	# Step 1: Node.js	COMMENT
LOW⚡	install.sh	170	# Step 2: Install/upgrade openagents	COMMENT
LOW⚡	install.sh	270	# Step 3: Detect local AI agents	COMMENT
LOW	tests/http/test_onboarding_apis.py	381	# Step 1: Apply template (simulates OnboardingStep2)	COMMENT
LOW	tests/http/test_onboarding_apis.py	392	# Step 2: Set admin password (simulates deployment step)	COMMENT
LOW	tests/http/test_onboarding_apis.py	403	# Step 3: Set model config	COMMENT
LOW	tests/http/test_onboarding_apis.py	418	# Step 4: Admin login (simulates OnboardingSuccess)	COMMENT
LOW⚡	…sts/mods/test_grpc_thread_messaging_file_operations.py	281	# Step 3: Verify file content integrity	COMMENT
LOW⚡	…sts/mods/test_grpc_thread_messaging_file_operations.py	289	# Step 4: Verify file metadata	COMMENT
LOW⚡	…sts/mods/test_grpc_thread_messaging_file_operations.py	538	# Step 1: Upload large file	COMMENT
LOW	…sts/mods/test_grpc_thread_messaging_file_operations.py	219	# Step 1: Alice uploads a file	COMMENT
LOW	…sts/mods/test_grpc_thread_messaging_file_operations.py	253	# Step 2: Bob downloads the file	COMMENT
LOW	…sts/mods/test_grpc_thread_messaging_file_operations.py	399	# Step 1: Upload all files	COMMENT
LOW	…sts/mods/test_grpc_thread_messaging_file_operations.py	450	# Step 2: Download all files and verify content	COMMENT
LOW	…sts/mods/test_grpc_thread_messaging_file_operations.py	569	# Step 2: Download large file	COMMENT
LOW	…sts/mods/test_grpc_thread_messaging_file_operations.py	594	# Step 3: Verify large file content integrity	COMMENT
LOW⚡	…sts/mods/test_http_thread_messaging_file_operations.py	335	# Step 3: Verify file content integrity	COMMENT
LOW⚡	…sts/mods/test_http_thread_messaging_file_operations.py	343	# Step 4: Verify file metadata	COMMENT
LOW⚡	…sts/mods/test_http_thread_messaging_file_operations.py	594	# Step 1: Upload large file	COMMENT
LOW	…sts/mods/test_http_thread_messaging_file_operations.py	273	# Step 1: Alice uploads a file	COMMENT
LOW	…sts/mods/test_http_thread_messaging_file_operations.py	307	# Step 2: Bob downloads the file	COMMENT
LOW	…sts/mods/test_http_thread_messaging_file_operations.py	454	# Step 1: Upload all files	COMMENT
LOW	…sts/mods/test_http_thread_messaging_file_operations.py	505	# Step 2: Download all files and verify content	COMMENT
LOW	…sts/mods/test_http_thread_messaging_file_operations.py	625	# Step 2: Download large file	COMMENT
LOW	…sts/mods/test_http_thread_messaging_file_operations.py	650	# Step 3: Verify large file content integrity	COMMENT
LOW	sdk/studio/src/pages/OnboardingPage.tsx	90	// Step 1: Set admin password (25%)	COMMENT
LOW	sdk/studio/src/pages/OnboardingPage.tsx	101	// Step 2: Apply mods / template (50%)	COMMENT
LOW	sdk/studio/src/pages/OnboardingPage.tsx	114	// Step 3: Configure model (if provided) (75%)	COMMENT
LOW⚡	sdk/studio/src/pages/OnboardingPage.tsx	131	// Step 4: Starting network (90%)	COMMENT
LOW⚡	sdk/studio/src/pages/OnboardingPage.tsx	135	// Step 5: Verify connection (100%)	COMMENT
LOW	sdk/studio/src/pages/admin/NetworkPublish.tsx	825	// Step 2: Server-side validation to verify PUBLIC accessibility	COMMENT
LOW	sdk/studio/src/pages/messaging/MessagingView.tsx	210	// For new messages, we need to check if user was near bottom BEFORE the new content was added	COMMENT
LOW	sdk/examples/grpcs_example.py	51	# Step 1: Setup certificates	COMMENT
LOW	sdk/examples/grpcs_example.py	63	# Step 2: Create an agent	COMMENT
LOW	sdk/examples/grpcs_example.py	81	# Step 3: Connect using gRPCS with TLS	COMMENT
LOW	sdk/examples/grpcs_example.py	98	# Step 4: Send a test message	COMMENT
LOW⚡	sdk/examples/cross_protocol_agents_example.py	337	# Step 1: Start the network	COMMENT
LOW⚡	sdk/examples/cross_protocol_agents_example.py	341	# Step 2: Start the A2A agent server	COMMENT
LOW⚡	sdk/examples/cross_protocol_agents_example.py	346	# Step 3: Connect gRPC agent	COMMENT
LOW⚡	sdk/examples/cross_protocol_agents_example.py	351	# Step 4: Announce A2A agent to the network	COMMENT
LOW⚡	sdk/examples/cross_protocol_agents_example.py	355	# Step 5: List all agents in the registry	COMMENT
LOW⚡	sdk/examples/cross_protocol_agents_example.py	359	# Step 6: Send message from gRPC agent to A2A agent	COMMENT
LOW⚡	sdk/examples/cross_protocol_agents_example.py	363	# Step 7: Send message from A2A to gRPC (via network)	COMMENT
LOW	sdk/examples/agentworld_network/simple_game_agent.py	46	# Step 1: Login to game (with channel)	COMMENT
LOW	sdk/examples/agentworld_network/simple_game_agent.py	67	# Step 2: Observe the game world	COMMENT
LOW	sdk/examples/agentworld_network/simple_game_agent.py	92	# Step 3: Move left by 3 tiles	COMMENT
LOW⚡	sdk/examples/agentworld_network/simple_game_agent.py	116	# Step 4: Send "Hi" message in the game channel	COMMENT
LOW⚡	sdk/src/openagents/core/onm_addressing.py	134	# Step 1: network scoping	COMMENT
LOW⚡	sdk/src/openagents/core/onm_addressing.py	143	# Step 2: determine entity type	COMMENT
LOW⚡	sdk/src/openagents/agentid/client.py	712	# Step 1: Request challenge	COMMENT
LOW⚡	sdk/src/openagents/agentid/client.py	719	# Step 2: Sign challenge	COMMENT
LOW⚡	sdk/src/openagents/agentid/client.py	722	# Step 3: Get token	COMMENT
LOW	sdk/src/openagents/utils/network_tool_collector.py	390	# Step 1: Apply whitelist (exposed_tools)	COMMENT
LOW	sdk/src/openagents/utils/network_tool_collector.py	405	# Step 2: Apply blacklist (excluded_tools)	COMMENT
LOW⚡	sdk/src/openagents/sdk/network.py	1204	# Step 1: Shutdown current network	COMMENT
LOW⚡	sdk/src/openagents/sdk/network.py	1212	# Step 2: Apply new configuration	COMMENT
LOW	sdk/src/openagents/sdk/network.py	1302	# Step 3: Reinitialize the network	COMMENT
LOW	sdk/src/openagents/client/agent_setup.py	74	# Step 1: Register agent (optional — may fail on self-hosted)	COMMENT
LOW⚡	sdk/src/openagents/client/agent_setup.py	101	# Step 2: Join workspace + discover channels	COMMENT
LOW⚡	sdk/src/openagents/client/agent_setup.py	168	# Step 3: Create adapter via plugin registry	COMMENT
5 more matches not shown…

Over-Commented Block115 hits · 112 pts

Severity	File	Line	Snippet	Context
LOW	workspace/frontend/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	workspace/frontend/components/chat/chat-messages.tsx	221		COMMENT
LOW	workspace/frontend/public/install.sh	1	#!/usr/bin/env bash	COMMENT
LOW	workspace/backend/entrypoint.sh	1	#!/bin/sh	COMMENT
LOW	workspace/backend/app/database.py	21	# Register PostgreSQL type compilers for SQLite so JSONB/UUID columns work.	COMMENT
LOW	workspace/backend/app/browser_egress.py	41	# An upstream that never closes must not be able to hold a relay task open	COMMENT
LOW	workspace/backend/app/net_security.py	41		COMMENT
LOW	workspace/backend/app/main.py	201	created_by = rt["created_by"]	COMMENT
LOW	workspace/backend/app/routers/files.py	881	"uploaded_count": len(uploaded),	COMMENT
LOW	workspace/backend/app/routers/events.py	341	# Resolve workspace + authorize. Served from Redis for the workspace-token	COMMENT
LOW	workspace/backend/app/routers/events.py	481	query = query.where(EventRecord.target == target)	COMMENT
LOW	workspace/backend/app/routers/browser.py	61	# Phase-2 follow-ups, deliberately NOT in this change:	COMMENT
LOW	workspace/backend/app/routers/routines.py	301	if body.days is not None:	COMMENT
LOW	workspace/backend/app/mods/workspace_mod.py	1341		COMMENT
LOW	workspace/backend/app/services/push.py	41	# "Task completed" status would push. In practice agents post tool-call	COMMENT
LOW	workspace/backend/openagents/__init__.py	1	# Vendored ONM core modules for serverless deployment (Vercel).	COMMENT
LOW	sdk/studio/src/config/routeConfig.ts	161	// },	COMMENT
LOW	sdk/studio/src/config/routeConfig.ts	341	)	COMMENT
LOW	sdk/studio/src/config/routeConfig.ts	521	label: "AgentWorld",	COMMENT
LOW	sdk/studio/src/config/routeConfig.ts	641	navigationConfig: {	COMMENT
LOW	sdk/studio/src/config/routeConfig.ts	661	// order: 6,	COMMENT
LOW	sdk/studio/src/config/routeConfig.ts	681	// }	COMMENT
LOW	sdk/studio/src/config/routeConfig.ts	701	// ),	COMMENT
LOW	sdk/studio/src/config/routeConfig.ts	721	// },	COMMENT
LOW	sdk/studio/src/stores/chatStore.ts	2301	// const state = get();	COMMENT
LOW	sdk/studio/src/stores/chatStore.ts	2481	// console.log("ChatStore: This is own reply message, looking for optimistic message to replace");	COMMENT
LOW	sdk/studio/src/stores/chatStore.ts	2501	// return contentMatch && senderMatch && typeMatch && replyMatch && timeMatch;	COMMENT
LOW	sdk/studio/src/stores/chatStore.ts	2621	// // Check if it's own direct message	COMMENT
LOW	sdk/studio/src/stores/chatStore.ts	2641	// console.log(`ChatStore: Checking optimistic direct message ${msg.tempId \|\| msg.id}: content=${content	COMMENT
LOW	sdk/studio/src/pages/forum/ForumSidebar.tsx	21	// const ForumCategoryItem: React.FC<{	COMMENT
LOW	sdk/studio/src/pages/messaging/MessagingView.tsx	761	{/* Messages */}	COMMENT
LOW	sdk/studio/src/services/notificationService.ts	21		COMMENT
LOW	sdk/studio/src/services/notificationService.ts	41	// }	COMMENT
LOW	sdk/studio/src/services/notificationService.ts	61	// }	COMMENT
LOW	sdk/studio/src/services/notificationService.ts	81	// max-width: 350px;	COMMENT
LOW	sdk/studio/src/services/notificationService.ts	101	// }	COMMENT
LOW	sdk/studio/src/services/notificationService.ts	121	// background: none;	COMMENT
LOW	sdk/studio/src/services/notificationService.ts	241	// * Show in-browser notification as fallback	COMMENT
LOW	sdk/studio/src/services/notificationService.ts	261	// <div class="notification-body">	COMMENT
LOW	sdk/studio/src/services/notificationService.ts	281	// if (config.channel) {	COMMENT
LOW	sdk/studio/src/services/notificationService.ts	301	// setTimeout(() => {	COMMENT
LOW	sdk/examples/agent_yaml/openai_agent_config.yaml	41	# Connection configuration (optional - can be overridden by command line)	COMMENT
LOW	sdk/src/openagents/ui/__init__.py	1	# UI modules for OpenAgents	COMMENT
LOW	sdk/src/openagents/agents/runner.py	481	#	COMMENT
LOW	sdk/src/openagents/models/messages.py	1	"""Message models for OpenAgents - now using unified Event system only."""	COMMENT
LOW	sdk/src/openagents/adapters/aider.py	121		COMMENT
LOW	sdk/src/openagents/mods/workspace/project/mod.py	461	async def _handle_project_message_send(self, message: Event) -> EventResponse:	COMMENT
LOW	sdk/src/openagents/mods/workspace/project/mod.py	881	# # Send notification directly to the agent instead of through mod processing	COMMENT
LOW	sdk/src/openagents/mods/workspace/documents/mod.py	221	- If access_permissions is not empty (restricted), only explicit permissions apply	COMMENT
LOW	sdk/src/openagents/templates/__init__.py	1	# OpenAgents Network Templates	COMMENT
LOW	sdk/src/openagents/client/workspace_client.py	541	raw_last_id = events[-1].get("id")	COMMENT
LOW	packages/launcher/dev-app-update.yml	1	# electron-updater reads this file instead of resources/app-update.yml when the	COMMENT
LOW	packages/launcher/src/renderer/components/ui/tabs.tsx	61	return (	COMMENT
LOW	…enderer/components/onboarding/use-onboarding-agents.ts	81	} catch {	COMMENT
LOW	packages/launcher/src/renderer/pages/install/index.tsx	61	// Tray menu / Dashboard banner deep-link: open straight into a specific	COMMENT
LOW	packages/launcher/src/main/i18n.ts	1	// ── Main-process strings ──	COMMENT
LOW	packages/launcher/src/main/agent-manager.ts	381	// account (a Plus/Pro/Team plan works with NO OpenAI API key — the auth is	COMMENT
LOW	packages/launcher/src/main/agent-manager.ts	401	// Amp ships no status/whoami command, so the sign-in probe runs `amp usage`	COMMENT
LOW	packages/launcher/src/main/agent-manager.ts	901	.replace(/\/+$/, "")	COMMENT
LOW	packages/launcher/src/main/agent-manager.ts	1701	}	COMMENT
55 more matches not shown…

Cross-Language Confusion14 hits · 78 pts

Severity	File	Line	Snippet	Context
HIGH	workspace/backend/app/browser.py	43	".map(function (i) { return {url: i.currentSrc \|\| i.src \|\| '', alt: i.alt \|\| ''}; })"	CODE
HIGH	workspace/backend/app/routers/network.py	640	"install_command": "git clone https://github.com/nanocoai/nanoclaw && cd nanoclaw && pnpm install && ./nanoclaw.	CODE
HIGH⚡	workspace/backend/tests/test_push.py	80	"for f in $(grep -rliE 'foo' . 2>/dev/null); do\n"	CODE
HIGH	workspace/backend/tests/test_push.py	181	"Bash › cd /tmp && ls",	CODE
HIGH	workspace/backend/openagents/core/onm_events.py	45	target: str # e.g., "channel/session-abc" (NEVER null)	CODE
HIGH	tests/mods/test_messaging_memory_management.py	20	cd tests/mods && python test_messaging_memory_management.py	STRING
HIGH	sdk/examples/agentworld_network/test_network.py	213	print(" cd /path/to/agentworld && yarn dev")	CODE
HIGH	sdk/src/openagents/core/onm_events.py	44	target: str # e.g., "channel/session-abc" (NEVER null)	CODE
HIGH	sdk/src/openagents/agents/orchestrator.py	262	# If there are tool calls, content can be null, but if no tool calls, content must be a string	COMMENT
HIGH	sdk/src/openagents/sdk/transports/mcp.py	612	# If port is None/null, skip standalone server binding	COMMENT
HIGH	sdk/src/openagents/sdk/transports/mcp.py	615	logger.info("MCP transport: standalone port disabled (port: null), skipping listen")	CODE
HIGH	sdk/src/openagents/client/tunnel.py	43	"-o /usr/local/bin/cloudflared && chmod +x /usr/local/bin/cloudflared"	CODE
HIGH⚡	sdk/src/openagents/client/cli_helpers.py	743	[code]node --version && npm --version[/code]	CODE
HIGH	sdk/src/openagents/client/cli_helpers.py	726	[code]sudo apt update && sudo apt install nodejs npm[/code]	CODE

Fake / Example Data73 hits · 75 pts

Severity	File	Line	Snippet	Context
LOW⚡	workspace/backend/tests/test_workspaces.py	42	"creator_email": "user@example.com",	CODE
LOW⚡	workspace/backend/tests/test_workspaces.py	48	assert detail.json()["data"]["creatorEmail"] == "user@example.com"	CODE
LOW⚡	workspace/backend/tests/test_collaborators.py	202	headers={"Authorization": "Bearer fake-token"},	CODE
LOW⚡	workspace/backend/tests/test_collaborators.py	212	headers={"Authorization": "Bearer fake-token"},	CODE
LOW	workspace/backend/tests/test_collaborators.py	238	headers={"Authorization": "Bearer fake-token"},	CODE
LOW⚡	workspace/backend/tests/test_login_session_auth.py	260	with _mock_firebase_verify("user@example.com"):	CODE
LOW	tests/test_onm_addressing.py	41	assert addr.name == "user@example.com"	CODE
LOW	tests/test_onm_addressing.py	226	assert make_human_address("user@example.com") == "human:user@example.com"	CODE
LOW⚡	tests/agents/test_orchestrator.py	328	api_key="fake_key", # This will cause an error, which is expected	CODE
LOW⚡	…sts/mods/test_grpc_thread_messaging_file_operations.py	530	large_content += "Lorem ipsum dolor sit amet, consectetur adipiscing elit.\n"	CODE
LOW⚡	…sts/mods/test_grpc_thread_messaging_file_operations.py	530	large_content += "Lorem ipsum dolor sit amet, consectetur adipiscing elit.\n"	CODE
LOW⚡	…sts/mods/test_http_thread_messaging_file_operations.py	586	large_content += "Lorem ipsum dolor sit amet, consectetur adipiscing elit. HTTP transport test.\n"	CODE
LOW⚡	…sts/mods/test_http_thread_messaging_file_operations.py	586	large_content += "Lorem ipsum dolor sit amet, consectetur adipiscing elit. HTTP transport test.\n"	CODE
LOW⚡	docs/projects/workspace_migration.md	251	"human:user@example.com" → Address(network="local", entity_type="human", name="user@example.com")	STRING
LOW	…ngelogs/docs/2025-12-09-langchain-agent-integration.md	27	("placeholder", "{agent_scratchpad}"),	CODE
LOW	sdk/studio/src/i18n/locales/ja/messaging.json	24	"placeholder": "メッセージを入力...",	CODE
LOW	sdk/studio/src/i18n/locales/ja/common.json	82	"placeholder": {	CODE
LOW	sdk/studio/src/i18n/locales/ja/admin.json	56	"placeholder": "メッセージを入力...",	CODE
LOW	sdk/studio/src/i18n/locales/ja/admin.json	208	"placeholder": "oa-xxxxxxxxxxxxxxxx",	CODE
LOW	sdk/studio/src/i18n/locales/ja/admin.json	509	"placeholder": "# マイネットワーク\n\nネットワークの説明をここに記載...\n\n## 利用可能なサービス\n\n- サービス 1\n- サービス 2\n\n## 使用方法\n\nネットワークの使用方法を説明.	CODE
LOW	sdk/studio/src/i18n/locales/zh-CN/messaging.json	24	"placeholder": "输入消息...",	CODE
LOW	sdk/studio/src/i18n/locales/zh-CN/common.json	82	"placeholder": {	CODE
LOW	sdk/studio/src/i18n/locales/zh-CN/network.json	52	"placeholder": "输入标签并回车",	CODE
LOW	sdk/studio/src/i18n/locales/zh-CN/network.json	57	"placeholder": "输入分类并回车",	CODE
LOW	sdk/studio/src/i18n/locales/zh-CN/admin.json	84	"placeholder": "请输入您的消息...",	CODE
LOW	sdk/studio/src/i18n/locales/zh-CN/admin.json	241	"placeholder": "oa-xxxxxxxxxxxxxxxx",	CODE
LOW	sdk/studio/src/i18n/locales/zh-CN/admin.json	603	"placeholder": "# 我的网络\n\n在此描述您的网络...\n\n## 可用服务\n\n- 服务 1\n- 服务 2\n\n## 使用说明\n\n说明如何使用您的网络...",	CODE
LOW	sdk/studio/src/i18n/locales/ko/messaging.json	24	"placeholder": "메시지 입력...",	CODE
LOW	sdk/studio/src/i18n/locales/ko/common.json	82	"placeholder": {	CODE
LOW	sdk/studio/src/i18n/locales/ko/admin.json	56	"placeholder": "메시지를 입력하세요...",	CODE
LOW	sdk/studio/src/i18n/locales/ko/admin.json	208	"placeholder": "oa-xxxxxxxxxxxxxxxx",	CODE
LOW	sdk/studio/src/i18n/locales/ko/admin.json	509	"placeholder": "# 내 네트워크\n\n네트워크 설명을 여기에 작성...\n\n## 사용 가능한 서비스\n\n- 서비스 1\n- 서비스 2\n\n## 사용 방법\n\n네트워크 사용 방법 설명..."	CODE
LOW	sdk/studio/src/i18n/locales/en/messaging.json	24	"placeholder": "Type a message...",	CODE
LOW	sdk/studio/src/i18n/locales/en/common.json	82	"placeholder": {	CODE
LOW	sdk/studio/src/i18n/locales/en/network.json	52	"placeholder": "Enter a tag and press Enter",	CODE
LOW	sdk/studio/src/i18n/locales/en/network.json	57	"placeholder": "Enter a category and press Enter",	CODE
LOW	sdk/studio/src/i18n/locales/en/admin.json	84	"placeholder": "Enter your message...",	CODE
LOW	sdk/studio/src/i18n/locales/en/admin.json	241	"placeholder": "oa-xxxxxxxxxxxxxxxx",	CODE
LOW	sdk/studio/src/i18n/locales/en/admin.json	623	"placeholder": "# My Network\n\nDescribe your network here...\n\n## Available Services\n\n- Service 1\n- Service 2\n	CODE
LOW	sdk/src/openagents/core/onm_addressing.py	115	Address(network='local', entity_type='human', name='user@example.com', ...)	STRING
LOW	sdk/src/openagents/agents/langchain_agent.py	171	("placeholder", "{agent_scratchpad}"),	STRING
LOW	sdk/src/openagents/models/event.py	163	"placeholder",	CODE
LOW	sdk/src/openagents/client/plugin_registry.py	125	"password": bool, "placeholder": str}	STRING
LOW	…ckages/launcher/src/renderer/i18n/locales/zh/chat.json	52	"placeholder": "向你的智能体发送消息…（Shift+Enter 换行）",	CODE
LOW	…launcher/src/renderer/i18n/locales/zh/connections.json	13	"placeholder": "搜索平台……",	CODE
LOW	…ncher/src/renderer/i18n/locales/zh/commandPalette.json	2	"placeholder": "输入命令、智能体或页面…",	CODE
LOW	…ages/launcher/src/renderer/i18n/locales/zh/agents.json	111	"placeholder": "/path/to/project",	CODE
LOW	…/launcher/src/renderer/i18n/locales/zh/workspaces.json	126	"placeholder": "我的团队",	CODE
LOW	…ges/launcher/src/renderer/i18n/locales/zh/install.json	73	"placeholder": "搜索智能体、厂商、标签…"	CODE
LOW	…ckages/launcher/src/renderer/i18n/locales/en/chat.json	52	"placeholder": "Message your agents… (Shift+Enter for newline)",	CODE
LOW	…launcher/src/renderer/i18n/locales/en/connections.json	13	"placeholder": "Search platforms...",	CODE
LOW	…ncher/src/renderer/i18n/locales/en/commandPalette.json	2	"placeholder": "Type a command, agent, or page…",	CODE
LOW	…ages/launcher/src/renderer/i18n/locales/en/agents.json	111	"placeholder": "/path/to/project",	CODE
LOW	…/launcher/src/renderer/i18n/locales/en/workspaces.json	126	"placeholder": "My Team",	CODE
LOW	…ges/launcher/src/renderer/i18n/locales/en/install.json	73	"placeholder": "Search agents, vendors, tags…"	CODE
LOW	packages/agent-connector/registry.json	33	"placeholder": "auto"	CODE
LOW	packages/agent-connector/registry.json	39	"placeholder": "gpt-4o"	CODE
LOW	packages/agent-connector/registry.json	51	"placeholder": "https://my-endpoint.example/v1"	CODE
LOW	packages/agent-connector/registry.json	198	"placeholder": "openrouter"	CODE
LOW	packages/agent-connector/registry.json	204	"placeholder": "anthropic/claude-sonnet-4.6"	CODE
13 more matches not shown…

AI Slop Vocabulary20 hits · 36 pts

Severity	File	Line	Snippet	Context
MEDIUM	workspace/frontend/package-lock.json	6730	"resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.3.tgz",	CODE
MEDIUM	workspace/backend/app/models.py	592	context = Column(Text, nullable=True) # comprehensive background for the routine	CODE
MEDIUM	workspace/backend/app/routers/routines.py	172	"""Call the LLM to expand a brief task description into comprehensive routine context."""	STRING
MEDIUM	tests/studio/test_forum_mod_with_http_api.py	554	"""Test comprehensive forum flow scenarios."""	STRING
MEDIUM⚡	tests/studio/test_messaging_mod_with_http_api.py	476	"""Test comprehensive messaging flow scenarios."""	STRING
MEDIUM	…s/workspace/test_grpc_workspace_client_worker_agent.py	485	"""Test comprehensive message flow between workspace client and worker agent."""	STRING
MEDIUM	…s/workspace/test_grpc_workspace_client_worker_agent.py	543	# The test demonstrates the intended comprehensive functionality	COMMENT
MEDIUM	tests/workspace/test_grpc_workspace.py	187	"""Test comprehensive channel operations."""	STRING
MEDIUM	tests/workspace/test_grpc_workspace.py	235	"""Test comprehensive agent operations through workspace."""	STRING
MEDIUM	tests/mods/test_grpc_workspace_wiki.py	489	"content": "# Python Development Guide\n\nComprehensive guide for Python development best practices.",	CODE
MEDIUM	…sts/mods/test_grpc_thread_messaging_file_operations.py	207	test_content = """This is a comprehensive test file for gRPC thread messaging.	CODE
MEDIUM	…sts/mods/test_http_thread_messaging_file_operations.py	261	test_content = """This is a comprehensive test file for HTTP thread messaging.	CODE
MEDIUM	tests/mods/test_project_mode.py	260	"value": "# Project Design\n\nThis is a comprehensive design document."	CODE
MEDIUM	sdk/src/openagents/utils/bulk_agent_manager.py	88	# Use a more robust event loop policy	COMMENT
LOW	sdk/src/openagents/sdk/agent_manager.py	315	# For now, just return valid since specific models may have their own env vars	COMMENT
LOW⚡	sdk/src/openagents/sdk/network.py	355	# Save the config if version was just set (to persist it to the YAML file)	COMMENT
LOW	sdk/src/openagents/sdk/workspace.py	1188	# We'll just create the channel object locally	COMMENT
MEDIUM	…nts/mods/workspace/messaging/message_storage_helper.py	429	"""Get comprehensive storage statistics."""	STRING
MEDIUM	sdk/src/openagents/client/cli_network.py	663	# Use regex for more robust PID extraction	COMMENT
MEDIUM	packages/launcher/src/main/updater.ts	488	// robust here and only costs bandwidth on the (user-driven) download.	COMMENT

Modern AI Meta-Vocabulary12 hits · 34 pts

Severity	File	Line	Snippet	Context
MEDIUM	workspace/backend/app/config.py	68	# LLM Router — uses a small model to decide agent turn-taking in multi-agent threads	COMMENT
MEDIUM	workspace/backend/app/mods/workspace_mod.py	1309	# ── Multi-agent channel: route per the thread's orchestration mode ──	COMMENT
MEDIUM	workspace/backend/app/services/cloud_providers.py	117	# ── Tier 2: Research & agentic platforms ──────────────────────────	COMMENT
MEDIUM	tests/agents/test_orchestrator.py	120	# Run orchestration	COMMENT
MEDIUM	tests/e2e/agent-smoke.js	17	// loads the agent, builds a large context prompt, and runs an agentic loop	COMMENT
MEDIUM	sdk/demos/01_startup_pitch_room/network.yaml	2	# A multi-agent chat room where agents roleplay as startup team members	COMMENT
MEDIUM	sdk/src/openagents/agents/runner.py	498	# Skip system events (system.*) - these are internal and should not trigger orchestration	COMMENT
MEDIUM	sdk/src/openagents/agents/project_echo_agent.py	393	# This is a demo workaround - in production, this would be event-driven	COMMENT
MEDIUM	sdk/src/openagents/agents/orchestrator.py	125	# Print colored box for orchestration start	COMMENT
MEDIUM	sdk/src/openagents/templates/__init__.py	10	# - multi-agent-chatroom: Messaging mod for multi-agent discussions	COMMENT
MEDIUM	…ents/templates/multi-agent-chatroom/agents/__init__.py	1	# Agents for multi-agent-chatroom template	COMMENT
MEDIUM	packages/go/OpenAgents/Helpers/WebView.swift	89	/// Wraps the raw HTML in a minimal document scaffold that:	STRING

Magic Placeholder Names4 hits · 22 pts

Severity	File	Line	Snippet	Context
HIGH	llms.txt	558	export DEFAULT_LLM_API_KEY="your-api-key" # API key for the provider	CODE
HIGH	llms.txt	611	export DEFAULT_LLM_API_KEY="your-api-key"	CODE
HIGH	sdk/examples/agent_yaml/openai_agent_config.yaml	31	# api_key: "your-api-key-here"	COMMENT
HIGH	sdk/examples/default_network/README.md	48	export OPENAI_API_KEY=your-api-key	CODE

AI Structural Patterns24 hits · 18 pts

Severity	File	Line	Context
LOW	workspace/backend/app/routers/files.py	735	CODE
LOW	workspace/backend/app/routers/files.py	1276	CODE
LOW	workspace/backend/app/routers/files.py	1367	CODE
LOW	workspace/backend/app/routers/todos.py	155	CODE
LOW	workspace/backend/app/routers/events.py	318	CODE
LOW	workspace/backend/app/routers/notifications.py	115	CODE
LOW	workspace/backend/tests/test_browser_tab_leak.py	497	CODE
LOW	tests/lms/test_llm_logs_api.py	23	CODE
LOW	tests/lms/test_llm_log_reader.py	33	CODE
LOW	sdk/src/openagents/tools/exa_search.py	55	CODE
LOW	sdk/src/openagents/agents/runner.py	575	CODE
LOW	sdk/src/openagents/agents/runner.py	853	CODE
LOW	sdk/src/openagents/agents/runner.py	916	CODE
LOW	sdk/src/openagents/adapters/goose_stream.py	65	CODE
LOW	sdk/src/openagents/sdk/event_gateway.py	115	CODE
LOW	sdk/src/openagents/sdk/event_gateway.py	143	CODE
LOW	sdk/src/openagents/sdk/client.py	154	CODE
LOW	sdk/src/openagents/sdk/client.py	350	CODE
LOW	sdk/src/openagents/sdk/connectors/grpc_connector.py	31	CODE
LOW	sdk/src/openagents/sdk/transports/grpc.py	267	CODE
LOW	sdk/src/openagents/sdk/transports/http.py	1070	CODE
LOW	sdk/src/openagents/mods/workspace/feed/feed_messages.py	72	CODE
LOW	sdk/src/openagents/mods/workspace/messaging/mod.py	704	CODE
LOW	sdk/src/openagents/client/cli_network.py	42	CODE

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	sdk/examples/community_knowledge_base/ai_news_agent.py	394	# Always post to general channel as requested	COMMENT

Overly Generic Function Names3 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW⚡	sdk/src/openagents/workspace/tool_decorator.py	33	def my_function(): ...	STRING
LOW⚡	sdk/src/openagents/workspace/tool_decorator.py	36	def my_function(): ...	STRING
LOW⚡	sdk/src/openagents/workspace/tool_decorator.py	39	def my_function(): ...	STRING

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	sdk/examples/agentworld_network/network.yaml	5	# Usage:	COMMENT

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings