openai/openai-agents-python

Pattern Findings

7881 matches across 19 categories. Click a row to expand file-level details.

Hyper-Verbose Identifiers5210 hits · 4490 pts

Severity	File	Line	Snippet
LOW	tests/test_run_error_details.py	12	async def test_run_error_includes_data():
LOW	tests/test_run_error_details.py	31	async def test_streamed_run_error_includes_data():
LOW	tests/test_tool_use_tracker.py	20	def test_tool_use_tracker_as_serializable_uses_agent_map_or_runtime_snapshot() -> None:
LOW	tests/test_tool_use_tracker.py	31	def test_tool_use_tracker_from_and_serialize_snapshots() -> None:
LOW	tests/test_tool_use_tracker.py	42	def test_serialize_and_hydrate_tool_use_tracker_preserves_duplicate_agent_identity() -> None:
LOW	tests/test_tool_use_tracker.py	54	def get_tool_use_tracker_snapshot(self) -> dict[str, list[str]]:
LOW	tests/test_tool_use_tracker.py	67	def test_tool_use_tracker_handles_literal_suffix_names_without_collision() -> None:
LOW	tests/test_tool_use_tracker.py	82	def get_tool_use_tracker_snapshot(self) -> dict[str, list[str]]:
LOW	tests/test_tool_use_tracker.py	95	def test_record_used_tools_uses_trace_names_for_namespaced_and_deferred_functions() -> None:
LOW	tests/test_tool_use_tracker.py	133	def test_record_processed_response_ignores_hosted_tool_search_for_resets():
LOW	tests/test_tool_use_tracker.py	161	def test_record_processed_response_keeps_function_named_tool_search():
LOW	tests/test_tool_use_tracker.py	189	def test_record_processed_response_counts_output_only_tools_without_shifting_names() -> None:
LOW	tests/test_tool_use_tracker.py	224	def test_hydrate_tool_use_tracker_skips_unknown_agents() -> None:
LOW	tests/test_tool_use_tracker.py	226	def get_tool_use_tracker_snapshot(self) -> dict[str, list[str]]:
LOW	tests/test_handoff_prompt.py	7	def test_prompt_with_handoff_instructions_includes_prefix() -> None:
LOW	tests/test_tool_metadata.py	36	def test_tool_name_properties() -> None:
LOW	tests/test_tool_metadata.py	56	def test_shell_command_output_status_property() -> None:
LOW	tests/test_tool_metadata.py	61	def test_tool_context_from_agent_context() -> None:
LOW	tests/test_asyncio_progress.py	12	async def test_function_tool_task_progress_deadline_detects_timer_backed_sleep() -> None:
LOW	tests/test_asyncio_progress.py	37	async def test_function_tool_task_progress_deadline_returns_none_for_external_wait() -> None:
LOW	tests/test_asyncio_progress.py	61	async def test_function_tool_task_progress_deadline_can_follow_tracked_invoke_task() -> None:
LOW	tests/test_asyncio_progress.py	95	async def test_function_tool_task_progress_deadline_can_follow_awaited_child_task() -> None:
LOW	tests/test_asyncio_progress.py	121	async def test_function_tool_task_progress_deadline_can_follow_shielded_child_task() -> None:
LOW	tests/test_asyncio_progress.py	147	async def test_function_tool_task_progress_deadline_can_follow_gathered_child_tasks() -> None:
LOW	tests/test_asyncio_progress.py	172	async def test_function_tool_task_progress_deadline_can_follow_timer_backed_future() -> None:
LOW	tests/test_asyncio_progress.py	177	async def _timer_backed_future_task() -> None:
LOW	tests/test_run_config.py	28	async def test_model_provider_on_run_config_is_used_for_agent_model_name() -> None:
LOW	tests/test_run_config.py	45	async def test_run_config_model_name_override_takes_precedence() -> None:
LOW	tests/test_run_config.py	61	async def test_run_config_model_name_override_uses_model_specific_default_settings(
LOW	tests/test_run_config.py	82	async def test_run_config_model_settings_override_implicit_model_specific_defaults(
LOW	tests/test_run_config.py	107	async def test_run_config_model_override_object_takes_precedence() -> None:
LOW	tests/test_run_config.py	121	async def test_agent_model_object_is_used_when_present() -> None:
LOW	tests/test_run_config.py	138	def test_trace_include_sensitive_data_defaults_to_true_when_env_not_set(monkeypatch):
LOW	tests/test_run_config.py	172	def test_trace_include_sensitive_data_follows_env_value(env_value, expected, monkeypatch):
LOW	tests/test_run_config.py	179	def test_trace_include_sensitive_data_explicit_override_takes_precedence(monkeypatch):
LOW	tests/test_run_config.py	190	def test_tool_execution_config_rejects_invalid_function_tool_concurrency() -> None:
LOW	tests/test_run_config.py	198	def test_tool_execution_config_is_public_from_agents_package() -> None:
LOW	tests/test_run_config.py	205	def test_tool_not_found_behavior_defaults_to_raise_error() -> None:
LOW	tests/test_run_config.py	211	def test_tool_not_found_behavior_is_public_from_agents_package() -> None:
LOW	tests/test_oaiconv_resume_response_id.py	18	def test_hydrate_from_state_uses_latest_non_none_response_id() -> None:
LOW	tests/test_shell_call_serialization.py	13	def test_coerce_shell_call_reads_max_output_length() -> None:
LOW	tests/test_shell_call_serialization.py	26	def test_coerce_shell_call_requires_commands() -> None:
LOW	tests/test_shell_call_serialization.py	33	def test_coerce_shell_call_rejects_string_like_commands(commands: object) -> None:
LOW	tests/test_shell_call_serialization.py	42	def test_normalize_shell_output_handles_timeout() -> None:
LOW	tests/test_shell_call_serialization.py	54	def test_normalize_shell_output_converts_string_outcome() -> None:
LOW	tests/test_shell_call_serialization.py	67	def test_serialize_shell_output_emits_canonical_outcome() -> None:
LOW	tests/test_shell_call_serialization.py	79	def test_shell_rejection_payload_preserves_missing_exit_code() -> None:
LOW	tests/test_shell_call_serialization.py	105	def test_shell_output_preserves_zero_exit_code() -> None:
LOW	tests/test_tracing_errors.py	34	async def test_single_turn_model_error():
LOW	tests/test_tracing_errors.py	75	async def test_multi_turn_no_handoffs():
LOW	tests/test_tracing_errors.py	208	async def test_multiple_handoff_doesnt_error():
LOW	tests/test_tracing_errors.py	298	async def test_multiple_final_output_doesnt_error():
LOW	tests/test_tracing_errors.py	334	async def test_handoffs_lead_to_correct_agent_spans():
LOW	tests/test_agent_instructions_signature.py	17	async def test_valid_async_signature_passes(self, mock_run_context):
LOW	tests/test_agent_instructions_signature.py	28	async def test_valid_sync_signature_passes(self, mock_run_context):
LOW	tests/test_agent_instructions_signature.py	39	async def test_one_parameter_raises_error(self, mock_run_context):
LOW	tests/test_agent_instructions_signature.py	54	async def test_three_parameters_raises_error(self, mock_run_context):
LOW	tests/test_agent_instructions_signature.py	69	async def test_zero_parameters_raises_error(self, mock_run_context):
LOW	tests/test_agent_instructions_signature.py	84	async def test_function_with_args_kwargs_fails(self, mock_run_context):
LOW	tests/test_agent_instructions_signature.py	99	async def test_string_instructions_still_work(self, mock_run_context):
5150 more matches not shown…

Unused Imports1285 hits · 1034 pts

Severity	File	Line
LOW	tests/test_tool_use_tracker.py	1
LOW	tests/test_tool_metadata.py	1
LOW	tests/test_asyncio_progress.py	1
LOW	tests/test_run_config.py	1
LOW	tests/test_shell_call_serialization.py	1
LOW	tests/test_tracing_errors.py	1
LOW	tests/testing_processor.py	1
LOW	tests/conftest.py	1
LOW	tests/test_tool_use_behavior.py	3
LOW	tests/test_usaspending_setup_db.py	1
LOW	tests/test_agent_tool_state.py	1
LOW	tests/test_tool_origin.py	1
LOW	tests/test_prompt_cache_key.py	1
LOW	tests/test_tracing.py	1
LOW	tests/test_agent_memory_leak.py	1
LOW	tests/test_call_model_input_filter.py	1
LOW	tests/test_source_compat_constructors.py	1
LOW	tests/test_output_guardrail_cancellation.py	1
LOW	tests/test_guardrails.py	1
LOW	tests/test_hitl_session_scenario.py	1
LOW	tests/test_tracing_errors_streamed.py	1
LOW	tests/test_run.py	1
LOW	tests/test_items_helpers.py	1
LOW	tests/test_agent_runner_streamed.py	1
LOW	tests/test_streaming_logging.py	1
LOW	tests/test_agent_prompt.py	1
LOW	tests/test_agent_tracing.py	1
LOW	tests/test_hitl_error_scenarios.py	3
LOW	tests/test_run_step_processing.py	1
LOW	tests/test_apply_diff.py	3
LOW	tests/test_usage.py	1
LOW	tests/test_agent_tool_input.py	1
LOW	tests/test_shell_tool.py	1
LOW	tests/test_agents_logging.py	1
LOW	tests/test_run_internal_error_handlers.py	1
LOW	tests/test_agent_runner.py	1
LOW	tests/test_agent_as_tool.py	1
LOW	tests/test_call_model_input_filter_unit.py	1
LOW	tests/test_computer_tool_lifecycle.py	1
LOW	tests/test_apply_diff_helpers.py	3
LOW	tests/test_run_state.py	3
LOW	tests/test_extension_filters.py	1
LOW	tests/test_tool_guardrails.py	1
LOW	tests/test_tool_output_conversion.py	1
LOW	tests/test_tracing_provider_safe_debug.py	1
LOW	tests/test_responses.py	1
LOW	tests/test_daytona_usaspending_example.py	1
LOW	tests/test_max_turns.py	1
LOW	tests/test_result_cast.py	1
LOW	tests/test_global_hooks.py	1
LOW	tests/test_apply_patch_tool.py	1
LOW	tests/test_run_examples_script.py	1
LOW	tests/test_tool_identity.py	9
LOW	tests/test_run_step_execution.py	1
LOW	tests/test_example_workflows.py	1
LOW	tests/test_streamed_terminal_output_backfill.py	1
LOW	tests/fake_model.py	1
LOW	tests/test_run_internal_approvals.py	1
LOW	tests/_fake_workspace_paths.py	1
LOW	tests/test_stream_input_guardrail_timing.py	1
1225 more matches not shown…

Decorative Section Separators236 hits · 780 pts

Severity	File	Line	Snippet
MEDIUM	tests/memory/test_session.py	665	# ============================================================================
MEDIUM	tests/memory/test_session.py	667	# ============================================================================
MEDIUM	tests/memory/test_openai_conversations_session.py	448	# ============================================================================
MEDIUM	tests/memory/test_openai_conversations_session.py	450	# ============================================================================
MEDIUM	tests/extensions/test_tool_output_trimmer.py	82	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/test_tool_output_trimmer.py	84	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/test_tool_output_trimmer.py	113	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/test_tool_output_trimmer.py	115	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/test_tool_output_trimmer.py	160	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/test_tool_output_trimmer.py	162	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/test_tool_output_trimmer.py	571	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/test_tool_output_trimmer.py	573	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/test_tool_output_trimmer.py	17	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/test_tool_output_trimmer.py	19	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/test_tool_output_trimmer.py	52	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/test_tool_output_trimmer.py	54	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/test_tool_output_trimmer.py	513	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/test_tool_output_trimmer.py	515	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_encrypt_session.py	432	# ============================================================================
MEDIUM	tests/extensions/memory/test_encrypt_session.py	434	# ============================================================================
MEDIUM	tests/extensions/memory/test_dapr_session.py	878	# ============================================================================
MEDIUM	tests/extensions/memory/test_dapr_session.py	880	# ============================================================================
MEDIUM	tests/extensions/memory/test_advanced_sqlite_session.py	1208	# ============================================================================
MEDIUM	tests/extensions/memory/test_advanced_sqlite_session.py	1210	# ============================================================================
MEDIUM	tests/extensions/memory/test_mongodb_session.py	226	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_mongodb_session.py	228	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_mongodb_session.py	372	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_mongodb_session.py	374	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_mongodb_session.py	433	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_mongodb_session.py	435	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_mongodb_session.py	468	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_mongodb_session.py	470	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_mongodb_session.py	587	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_mongodb_session.py	589	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_mongodb_session.py	771	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_mongodb_session.py	773	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_mongodb_session.py	28	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_mongodb_session.py	30	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_mongodb_session.py	256	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_mongodb_session.py	258	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_mongodb_session.py	283	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_mongodb_session.py	285	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_mongodb_session.py	649	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_mongodb_session.py	651	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_mongodb_session.py	697	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_mongodb_session.py	699	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/memory/test_redis_session.py	824	# ============================================================================
MEDIUM	tests/extensions/memory/test_redis_session.py	826	# ============================================================================
MEDIUM	tests/extensions/sandbox/test_daytona.py	1394	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/sandbox/test_daytona.py	1396	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/sandbox/test_blaxel.py	34	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/sandbox/test_blaxel.py	36	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/sandbox/test_blaxel.py	48	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/sandbox/test_blaxel.py	50	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/sandbox/test_blaxel.py	736	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/sandbox/test_blaxel.py	738	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/sandbox/test_blaxel.py	834	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/sandbox/test_blaxel.py	836	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/sandbox/test_blaxel.py	998	# ---------------------------------------------------------------------------
MEDIUM	tests/extensions/sandbox/test_blaxel.py	1000	# ---------------------------------------------------------------------------
176 more matches not shown…

Cross-File Repetition124 hits · 620 pts

Severity	File	Line	Snippet
HIGH	tests/memory/test_session.py	0	pop_item skips corrupt newest rows and returns the next valid item.
HIGH	tests/extensions/memory/test_async_sqlite_session.py	0	pop_item skips corrupt newest rows and returns the next valid item.
HIGH	tests/extensions/memory/test_sqlalchemy_session.py	0	pop_item skips corrupt newest rows and returns the next valid item.
HIGH	tests/memory/test_session.py	0	pop_item removes corrupt rows and returns none when no valid items remain.
HIGH	tests/extensions/memory/test_async_sqlite_session.py	0	pop_item removes corrupt rows and returns none when no valid items remain.
HIGH	tests/extensions/memory/test_sqlalchemy_session.py	0	pop_item removes corrupt rows and returns none when no valid items remain.
HIGH	tests/memory/test_session.py	0	test that session correctly stores and retrieves unicode/non-ascii content.
HIGH	tests/extensions/memory/test_dapr_session.py	0	test that session correctly stores and retrieves unicode/non-ascii content.
HIGH	tests/extensions/memory/test_redis_session.py	0	test that session correctly stores and retrieves unicode/non-ascii content.
HIGH	tests/memory/test_session.py	0	test concurrent access to the same session to verify data integrity.
HIGH	tests/extensions/memory/test_dapr_session.py	0	test concurrent access to the same session to verify data integrity.
HIGH	tests/extensions/memory/test_redis_session.py	0	test concurrent access to the same session to verify data integrity.
HIGH	tests/memory/test_session.py	0	test that session_settings defaults to empty sessionsettings.
HIGH	tests/memory/test_openai_conversations_session.py	0	test that session_settings defaults to empty sessionsettings.
HIGH	tests/extensions/memory/test_dapr_session.py	0	test that session_settings defaults to empty sessionsettings.
HIGH	tests/extensions/memory/test_async_sqlite_session.py	0	test that session_settings defaults to empty sessionsettings.
HIGH	tests/extensions/memory/test_sqlalchemy_session.py	0	test that session_settings defaults to empty sessionsettings.
HIGH	tests/extensions/memory/test_advanced_sqlite_session.py	0	test that session_settings defaults to empty sessionsettings.
HIGH	tests/extensions/memory/test_redis_session.py	0	test that session_settings defaults to empty sessionsettings.
HIGH	tests/memory/test_session.py	0	test that get_items uses session_settings.limit as default.
HIGH	tests/extensions/memory/test_dapr_session.py	0	test that get_items uses session_settings.limit as default.
HIGH	tests/extensions/memory/test_async_sqlite_session.py	0	test that get_items uses session_settings.limit as default.
HIGH	tests/extensions/memory/test_sqlalchemy_session.py	0	test that get_items uses session_settings.limit as default.
HIGH	tests/extensions/memory/test_advanced_sqlite_session.py	0	test that get_items uses session_settings.limit as default.
HIGH	tests/extensions/memory/test_redis_session.py	0	test that get_items uses session_settings.limit as default.
HIGH	tests/memory/test_session.py	0	test that explicit limit parameter overrides session_settings.
HIGH	tests/extensions/memory/test_encrypt_session.py	0	test that explicit limit parameter overrides session_settings.
HIGH	tests/extensions/memory/test_dapr_session.py	0	test that explicit limit parameter overrides session_settings.
HIGH	tests/extensions/memory/test_async_sqlite_session.py	0	test that explicit limit parameter overrides session_settings.
HIGH	tests/extensions/memory/test_sqlalchemy_session.py	0	test that explicit limit parameter overrides session_settings.
HIGH	tests/extensions/memory/test_advanced_sqlite_session.py	0	test that explicit limit parameter overrides session_settings.
HIGH	tests/extensions/memory/test_redis_session.py	0	test that explicit limit parameter overrides session_settings.
HIGH	tests/memory/test_session.py	0	test that runconfig can override session's default settings.
HIGH	tests/extensions/memory/test_encrypt_session.py	0	test that runconfig can override session's default settings.
HIGH	tests/extensions/memory/test_dapr_session.py	0	test that runconfig can override session's default settings.
HIGH	tests/extensions/memory/test_sqlalchemy_session.py	0	test that runconfig can override session's default settings.
HIGH	tests/extensions/memory/test_advanced_sqlite_session.py	0	test that runconfig can override session's default settings.
HIGH	tests/extensions/memory/test_redis_session.py	0	test that runconfig can override session's default settings.
HIGH	tests/extensions/memory/test_dapr_session.py	0	test that different session ids result in isolated conversation histories.
HIGH	tests/extensions/memory/test_async_sqlite_session.py	0	test that different session ids result in isolated conversation histories.
HIGH	tests/extensions/memory/test_sqlalchemy_session.py	0	test that different session ids result in isolated conversation histories.
HIGH	tests/extensions/memory/test_redis_session.py	0	test that different session ids result in isolated conversation histories.
HIGH	tests/extensions/memory/test_dapr_session.py	0	test that pop_item returns none on an empty session.
HIGH	tests/extensions/memory/test_async_sqlite_session.py	0	test that pop_item returns none on an empty session.
HIGH	tests/extensions/memory/test_sqlalchemy_session.py	0	test that pop_item returns none on an empty session.
HIGH	tests/extensions/memory/test_redis_session.py	0	test that pop_item returns none on an empty session.
HIGH	tests/extensions/memory/test_dapr_session.py	0	test that adding an empty list of items is a no-op.
HIGH	tests/extensions/memory/test_async_sqlite_session.py	0	test that adding an empty list of items is a no-op.
HIGH	tests/extensions/memory/test_sqlalchemy_session.py	0	test that adding an empty list of items is a no-op.
HIGH	tests/extensions/memory/test_redis_session.py	0	test that adding an empty list of items is a no-op.
HIGH	docs/context.md	0	fetch the age of the user. call this function to get user's age information.
HIGH	docs/ja/context.md	0	fetch the age of the user. call this function to get user's age information.
HIGH	docs/zh/context.md	0	fetch the age of the user. call this function to get user's age information.
HIGH	docs/ko/context.md	0	fetch the age of the user. call this function to get user's age information.
HIGH	docs/handoffs.md	0	{recommended_prompt_prefix} <fill in the rest of your prompt here>.
HIGH	docs/ja/handoffs.md	0	{recommended_prompt_prefix} <fill in the rest of your prompt here>.
HIGH	docs/zh/handoffs.md	0	{recommended_prompt_prefix} <fill in the rest of your prompt here>.
HIGH	docs/ko/handoffs.md	0	{recommended_prompt_prefix} <fill in the rest of your prompt here>.
HIGH	docs/tools.md	0	fetch the weather for a given location. args: location: the location to fetch the weather for.
HIGH	docs/ja/tools.md	0	fetch the weather for a given location. args: location: the location to fetch the weather for.
64 more matches not shown…

Excessive Try-Catch Wrapping573 hits · 591 pts

Severity	File	Line	Snippet
LOW	tests/memory/test_session.py	44	except Exception:
LOW	tests/mcp/test_mcp_util.py	871	except Exception:
LOW	tests/extensions/memory/test_dapr_session.py	678	except Exception:
LOW	tests/extensions/memory/test_dapr_session.py	296	except Exception:
LOW	tests/extensions/memory/test_dapr_session.py	613	except Exception:
LOW	tests/extensions/memory/test_dapr_redis_integration.py	86	except Exception:
LOW	tests/extensions/memory/test_dapr_redis_integration.py	109	except Exception:
LOW	tests/extensions/memory/test_sqlalchemy_session.py	413	except Exception as exc:
LOW	tests/extensions/memory/test_sqlalchemy_session.py	461	except Exception as exc:
LOW	tests/extensions/memory/test_advanced_sqlite_session.py	814	except Exception:
LOW	tests/extensions/memory/test_redis_session.py	467	except Exception:
LOW	tests/extensions/memory/test_redis_session.py	591	except Exception:
LOW	tests/extensions/memory/test_redis_session.py	187	except Exception:
LOW	tests/extensions/memory/test_redis_session.py	414	except Exception:
LOW	tests/extensions/memory/test_redis_session.py	513	except Exception:
LOW	tests/extensions/memory/test_redis_session.py	640	except Exception:
LOW	tests/extensions/sandbox/test_blaxel.py	1542	except Exception:
MEDIUM	tests/realtime/test_openai_realtime.py	1914	def handler(websocket):
LOW	tests/realtime/test_openai_realtime.py	1943	except Exception:
LOW	tests/realtime/test_session.py	237	except Exception: # noqa: S110
MEDIUM	docs/ja/realtime/quickstart.md	96	print(f"Error: {event.error}")
MEDIUM	docs/realtime/quickstart.md	92	print(f"Error: {event.error}")
MEDIUM	docs/zh/realtime/quickstart.md	96	print(f"Error: {event.error}")
LOW	docs/scripts/translate_docs.py	389	except Exception:
MEDIUM	docs/scripts/translate_docs.py	498	print("Error: No valid files found to translate")
MEDIUM	docs/ko/realtime/quickstart.md	96	print(f"Error: {event.error}")
LOW	examples/memory/dapr_session_example.py	223	except Exception as e:
MEDIUM	examples/memory/dapr_session_example.py	224	print(f"Error: {e}")
LOW	examples/memory/dapr_session_example.py	295	except Exception as e:
LOW	examples/memory/dapr_session_example.py	426	except Exception as e:
LOW	examples/memory/dapr_session_example.py	458	except Exception:
LOW	examples/memory/file_hitl_example.py	83	except Exception as exc: # noqa: BLE001
LOW	examples/memory/file_hitl_example.py	143	except Exception:
LOW	examples/memory/redis_session_example.py	148	except Exception as e:
MEDIUM	examples/memory/redis_session_example.py	149	print(f"Error: {e}")
LOW	examples/memory/redis_session_example.py	175	except Exception as e:
LOW	examples/memory/mongodb_session_example.py	31	except Exception:
LOW	examples/financial_research_agent/manager.py	108	except Exception:
LOW	examples/basic/tool_guardrails.py	130	except Exception as e:
MEDIUM	examples/basic/tool_guardrails.py	131	print(f"Error: {e}\n")
LOW	examples/basic/tool_guardrails.py	147	except Exception as e:
MEDIUM	examples/basic/tool_guardrails.py	148	print(f"Error: {e}\n")
LOW	examples/basic/non_strict_output_type.py	64	except Exception as e:
MEDIUM	examples/basic/non_strict_output_type.py	65	print(f"Error (expected): {e}")
LOW	examples/research_bot/manager.py	102	except Exception:
LOW	…mples/mcp/streamablehttp_custom_client_example/main.py	129	except Exception as e:
MEDIUM	…mples/mcp/streamablehttp_custom_client_example/main.py	130	print(f"Error starting Streamable HTTP server: {e}")
LOW	examples/mcp/streamablehttp_example/server.py	36	except Exception:
LOW	examples/mcp/streamablehttp_example/main.py	96	except Exception as e:
MEDIUM	examples/mcp/streamablehttp_example/main.py	97	print(f"Error starting Streamable HTTP server: {e}")
LOW	examples/mcp/prompt_server/main.py	44	except Exception as e:
LOW	examples/mcp/prompt_server/main.py	122	except Exception as e:
MEDIUM	examples/mcp/prompt_server/main.py	123	print(f"Error starting server: {e}")
LOW	examples/mcp/sse_example/main.py	96	except Exception as e:
MEDIUM	examples/mcp/sse_example/main.py	97	print(f"Error starting SSE server: {e}")
LOW	examples/realtime/app/server.py	136	except Exception as e:
LOW	examples/realtime/app/server.py	191	except Exception:
LOW	examples/realtime/cli/demo.py	135	except Exception:
LOW	examples/realtime/cli/demo.py	200	except Exception:
LOW	examples/realtime/cli/demo.py	316	except Exception as e:
513 more matches not shown…

Self-Referential Comments132 hits · 413 pts

Severity	File	Line	Snippet
MEDIUM	tests/test_responses_tracing.py	59	# Create an instance of the model
MEDIUM	tests/test_responses_tracing.py	120	# Create an instance of the model
MEDIUM	tests/test_responses_tracing.py	183	# Create an instance of the model
MEDIUM	tests/test_responses_tracing.py	224	# Create an instance of the model
MEDIUM	tests/test_responses_tracing.py	227	# Define a dummy fetch function that returns an async stream with a dummy response
MEDIUM	tests/test_responses_tracing.py	363	# Create an instance of the model
MEDIUM	tests/test_responses_tracing.py	366	# Define a dummy fetch function that returns an async stream with a dummy response
MEDIUM	tests/test_responses_tracing.py	436	# Create an instance of the model
MEDIUM	tests/test_responses_tracing.py	439	# Define a dummy fetch function that returns an async stream with a dummy response
MEDIUM	tests/test_items_helpers.py	195	# Create a non-message run item of a different type, e.g., a reasoning trace.
MEDIUM	tests/test_agent_runner_streamed.py	1696	# Create a tool that requires approval
MEDIUM	tests/test_hitl_error_scenarios.py	572	# Create the tool with needs_approval directly
MEDIUM	tests/test_usage.py	219	# Create a usage with request_usage_entries
MEDIUM	tests/test_agent_runner.py	4466	# Define a tool that will be called by the orchestrator agent
MEDIUM	tests/test_agent_runner.py	4554	# Create a computer tool (not a FunctionTool)
MEDIUM	tests/test_agent_runner.py	4596	# Create an approved tool call for the computer tool
MEDIUM	tests/test_agent_runner.py	4628	# Create a rejected tool call
MEDIUM	tests/test_agent_runner.py	4772	# Create a tool call with unclear status (neither approved nor rejected)
MEDIUM	tests/test_agent_runner.py	4795	# Create an approved tool call for a tool that doesn't exist
MEDIUM	tests/test_agent_as_tool.py	61	# Create a simple agent
MEDIUM	tests/test_agent_as_tool.py	109	# Create a simple agent
MEDIUM	tests/test_agent_as_tool.py	157	# Create a simple agent
MEDIUM	tests/test_agent_as_tool.py	220	# Create a simple agent
MEDIUM	tests/test_computer_action.py	542	# Create a dummy click action to trigger a click and screenshot.
MEDIUM	tests/test_run_state.py	3023	# Create a tool call item
MEDIUM	tests/test_run_state.py	3033	# Create a ProcessedResponse with the tool call item in new_items
MEDIUM	tests/test_run_state.py	3116	# Create a tool call item
MEDIUM	tests/test_run_state.py	3126	# Create a ProcessedResponse with the tool call item
MEDIUM	tests/test_run_state.py	4747	# Create a tool call item
MEDIUM	tests/test_run_state.py	4757	# Create a ProcessedResponse
MEDIUM	tests/test_run_state.py	4777	# Create a tool call item
MEDIUM	tests/test_run_state.py	4787	# Create a ProcessedResponse
MEDIUM	tests/test_run_state.py	4876	# Create a mock MCP tool that will be recognized as HostedMCPTool
MEDIUM	tests/test_run_state.py	4881	# Create a minimal Mcp config
MEDIUM	tests/test_run_state.py	1438	# Create a mock item that has id and type directly on the item (not in raw_item)
MEDIUM	tests/test_run_state.py	1664	# Create a cycle A -> B -> A
MEDIUM	tests/test_run_state.py	2443	# Create a handoff output item
MEDIUM	tests/test_run_state.py	2943	# Create a RunState with context
MEDIUM	tests/test_run_state.py	2963	# Create a RunState with context
MEDIUM	tests/test_run_state.py	2987	# Create a run that will have interruptions
MEDIUM	tests/test_run_state.py	3055	# Create a message with nested content
MEDIUM	tests/test_run_state.py	3332	# Create a handoff with a name attribute but no tool_name
MEDIUM	tests/test_run_state.py	3477	# Create a shell tool with description
MEDIUM	tests/test_run_state.py	3515	# Create an apply patch tool with description
MEDIUM	tests/test_run_state.py	3561	# Create a mock MCP tool - HostedMCPTool doesn't have a simple constructor
MEDIUM	tests/test_run_state.py	3600	# Create a message item
MEDIUM	tests/test_run_state.py	3833	# Create a mock item with a raw_item that is neither dict nor has model_dump
MEDIUM	tests/test_run_state.py	3853	# Create an agent without get_all_tools method
MEDIUM	tests/test_run_state.py	3882	# Create a handoff with tool_name
MEDIUM	tests/test_run_state.py	4494	# Create a mock MCP tool
MEDIUM	tests/test_run_state.py	4837	# Create a handoff with name attribute but no tool_name
MEDIUM	tests/test_run_state.py	4927	# Create an agent without get_all_tools method
MEDIUM	tests/test_run_state.py	4990	# Create an item with missing type field to trigger the union adapter fallback
MEDIUM	tests/test_extension_filters.py	657	# Create a nested summary that will be parsed
MEDIUM	tests/test_extension_filters.py	665	# Create a second nested summary that includes the first
MEDIUM	tests/test_extension_filters.py	764	# Create an item with a circular reference or other unserializable content
MEDIUM	tests/test_extension_filters.py	769	# Create an item that will trigger TypeError in json.dumps
MEDIUM	tests/test_extension_filters.py	499	# Create an item that doesn't have a role (e.g., a function call)
MEDIUM	tests/test_extension_filters.py	636	# Create a summary message with non-string content (array)
MEDIUM	tests/test_extension_filters.py	684	# Create a summary that includes a role with name
72 more matches not shown…

Cross-Language Confusion55 hits · 312 pts

Severity	File	Line	Snippet
HIGH	tests/test_agent_tool_input.py	93	assert "- count (integer \| null, optional) - Optional count." in info.summary
HIGH	tests/extensions/sandbox/test_modal.py	2122	"modal-snapshot-directory-ephemeral.tar -T - 2>/dev/null && test -f "
HIGH	tests/extensions/sandbox/test_modal.py	2348	"cd -- /workspace && (tar cf - -- tmp.txt 2>/dev/null \|\| true)",
HIGH	tests/extensions/sandbox/test_modal.py	2379	["sh", "-lc", "cd -- /workspace && (tar cf - -- tmp.txt 2>/dev/null \|\| true)"],
HIGH	tests/extensions/sandbox/test_modal.py	2431	"cd -- /workspace && (tar cf - -- tmp.txt 2>/dev/null \|\| true)",
HIGH	tests/extensions/sandbox/test_modal.py	2459	["sh", "-lc", "cd -- /workspace && (tar cf - -- tmp.txt 2>/dev/null \|\| true)"],
HIGH	tests/extensions/sandbox/test_e2b.py	129	"sh -lc test -c /dev/fuse && grep -qw fuse /proc/filesystems && "
HIGH	tests/extensions/sandbox/test_e2b.py	130	"(command -v fusermount3 >/dev/null 2>&1 \|\| command -v fusermount >/dev/null 2>&1)"
HIGH	tests/extensions/sandbox/test_e2b.py	157	"sh -lc command -v rclone >/dev/null 2>&1 \|\| test -x /usr/local/bin/rclone",
HIGH	tests/extensions/sandbox/test_e2b.py	174	"sh -lc command -v rclone >/dev/null 2>&1 \|\| test -x /usr/local/bin/rclone"
HIGH	tests/extensions/sandbox/test_runloop_mounts.py	153	"sh -lc command -v rclone >/dev/null 2>&1 \|\| test -x /usr/local/bin/rclone",
HIGH	tests/extensions/sandbox/test_runloop_mounts.py	170	"sh -lc command -v rclone >/dev/null 2>&1 \|\| test -x /usr/local/bin/rclone"
HIGH	tests/extensions/sandbox/test_runloop_mounts.py	196	"sh -lc command -v fusermount3 >/dev/null 2>&1 \|\| command -v fusermount >/dev/null 2>&1",
HIGH	tests/extensions/sandbox/test_runloop_mounts.py	206	"sh -lc command -v fusermount3 >/dev/null 2>&1 \|\| command -v fusermount >/dev/null 2>&1",
HIGH	tests/extensions/sandbox/test_runloop.py	2202	await session.exec("pwd && echo hello", shell=True)
HIGH	tests/extensions/sandbox/test_runloop.py	2358	await session.exec("pwd && echo hello", shell=True)
HIGH	tests/realtime/test_session.py	1905	complex_args = '{"nested": {"data": [1, 2, 3]}, "bool": true, "null": null}'
HIGH	tests/sandbox/test_session_sinks.py	402	slow_result = await session.exec("sleep 1 && echo slow span")
HIGH	tests/sandbox/test_runtime.py	3751	result = await session.exec("echo hi > note.txt && cat note.txt")
HIGH	tests/sandbox/test_session_utils.py	174	await session.exec("echo hello && echo goodbye", shell=True)
HIGH	tests/sandbox/test_session_utils.py	176	assert session.last_command == ("sh", "-lc", "echo hello && echo goodbye")
HIGH	tests/sandbox/test_mounts.py	1149	["sh", "-lc", "command -v rclone >/dev/null 2>&1 \|\| test -x /usr/local/bin/rclone"],
HIGH	tests/sandbox/test_docker.py	2132	'pid="$(cat "$1" 2>/dev/null \|\| true)"; '
HIGH	tests/sandbox/test_docker.py	2133	'if [ -n "$pid" ]; then kill -KILL "$pid" >/dev/null 2>&1 \|\| true; fi; '
HIGH	tests/sandbox/test_docker.py	2175	"cmd": ["sh", "-lc", "pkill -f -- 'sleep 10' >/dev/null 2>&1 \|\| true"],
HIGH	tests/sandbox/test_docker.py	2180	"cmd": ["sh", "-lc", "pkill -f -- 'sleep 20' >/dev/null 2>&1 \|\| true"],
HIGH	tests/sandbox/test_docker.py	2117	'mkdir -p "$1" && printf "%s" "$$" > "$2" && shift 2 && exec "$@"',
HIGH	tests/sandbox/capabilities/test_shell_capability.py	486	("cd /workspace/src/project && pwd", 10.0, ["/bin/bash", "-c"])
HIGH	tests/sandbox/capabilities/test_shell_capability.py	493	"stdout: cd /workspace/src/project && pwd\n"
HIGH	tests/sandbox/capabilities/test_shell_capability.py	494	"stderr: cd /workspace/src/project && pwd"
HIGH	tests/sandbox/capabilities/test_shell_capability.py	528	assert session.exec_calls == [("cd /tmp && pwd", 10.0, ["/bin/bash", "-c"])]
HIGH	tests/sandbox/capabilities/test_shell_capability.py	534	"stdout: cd /tmp && pwd\n"
HIGH	tests/sandbox/capabilities/test_shell_capability.py	535	"stderr: cd /tmp && pwd"
HIGH	examples/sandbox/extensions/blaxel_runner.py	307	f"cat {mount_path}/{marker}.txt && ls {mount_path}"
HIGH	…ples/sandbox/tutorials/dataroom_metric_extract/main.py	61	Optional field: `segment` (segment/geography if explicitly stated, else null).
HIGH	src/agents/extensions/sandbox/runloop/mounts.py	15	_RCLONE_CHECK = "command -v rclone >/dev/null 2>&1 \|\| test -x /usr/local/bin/rclone"
HIGH	src/agents/extensions/sandbox/runloop/mounts.py	51	"command -v fusermount3 >/dev/null 2>&1 \|\| command -v fusermount >/dev/null 2>&1",
HIGH	src/agents/extensions/sandbox/runloop/mounts.py	79	"command -v fusermount3 >/dev/null 2>&1 \|\| command -v fusermount >/dev/null 2>&1",
HIGH	src/agents/extensions/sandbox/blaxel/mounts.py	222	"cd /tmp && ar x gcsfuse.deb && "
HIGH	src/agents/extensions/sandbox/blaxel/mounts.py	246	detect = await _exec(session, "which apk >/dev/null 2>&1 && echo apk \|\| echo apt")
HIGH	src/agents/extensions/sandbox/blaxel/mounts.py	246	detect = await _exec(session, "which apk >/dev/null 2>&1 && echo apk \|\| echo apt")
HIGH	src/agents/extensions/sandbox/daytona/mounts.py	37	f"command -v {cmd} >/dev/null 2>&1 \|\| test -x /usr/local/bin/{cmd}",
HIGH	src/agents/extensions/sandbox/daytona/mounts.py	57	f"apt-get update -qq && DEBIAN_FRONTEND=noninteractive apt-get install -y -qq {package}"
HIGH	src/agents/extensions/sandbox/modal/sandbox.py	1221	f"(tar cf - -- {rel_args} 2>/dev/null \|\| true)"
HIGH	src/agents/extensions/sandbox/e2b/mounts.py	15	_RCLONE_CHECK = "command -v rclone >/dev/null 2>&1 \|\| test -x /usr/local/bin/rclone"
HIGH	src/agents/extensions/sandbox/e2b/mounts.py	33	"test -c /dev/fuse && grep -qw fuse /proc/filesystems && "
HIGH	src/agents/extensions/sandbox/e2b/mounts.py	34	"(command -v fusermount3 >/dev/null 2>&1 \|\| command -v fusermount >/dev/null 2>&1)",
HIGH	src/agents/sandbox/sandboxes/docker.py	449	f"pkill -f -- '{pattern}' >/dev/null 2>&1 \|\| true",
HIGH	src/agents/sandbox/sandboxes/docker.py	1181	'pid="$(cat "$1" 2>/dev/null \|\| true)"; '
HIGH	src/agents/sandbox/sandboxes/docker.py	1183	'kill -KILL "$pid" >/dev/null 2>&1 \|\| true; '
HIGH	src/agents/sandbox/sandboxes/docker.py	820	'mkdir -p "$1" && printf "%s" "$$" > "$2" && shift 2 && exec "$@"',
HIGH	src/agents/sandbox/entries/mounts/patterns.py	881	"command -v rclone >/dev/null 2>&1 \|\| test -x /usr/local/bin/rclone",
HIGH	src/agents/sandbox/entries/mounts/patterns.py	964	f"umount {shlex.quote(sandbox_path_str(path))} >/dev/null 2>&1 \|\| true",
HIGH	src/agents/sandbox/entries/mounts/patterns.py	973	f"'rclone (mount\|serve nfs) {rclone_config.remote_name}:' >/dev/null 2>&1 \|\| true"
HIGH	src/agents/sandbox/session/runtime_helpers.py	288	if [ -x "$dest" ] && command -v cmp >/dev/null 2>&1 && cmp -s "$dest" "$tmp"; then

Deep Nesting201 hits · 166 pts

Severity	File	Line
LOW	tests/test_tracing.py	288
LOW	tests/test_agent_llm_hooks.py	104
LOW	tests/test_hitl_session_scenario.py	361
LOW	tests/test_hitl_session_scenario.py	382
LOW	tests/test_run_hooks.py	125
LOW	tests/fake_model.py	147
LOW	tests/memory/test_session.py	26
LOW	tests/extensions/memory/test_dapr_redis_integration.py	65
LOW	tests/extensions/memory/test_dapr_redis_integration.py	95
LOW	tests/extensions/sandbox/test_vercel.py	202
LOW	tests/extensions/sandbox/test_runloop.py	194
LOW	tests/realtime/test_session.py	301
LOW	tests/sandbox/test_runtime.py	4464
LOW	tests/sandbox/test_runtime.py	4487
LOW	docs/scripts/translate_docs.py	459
LOW	examples/run_examples.py	611
LOW	examples/run_examples.py	665
LOW	examples/tools/tool_search.py	121
LOW	examples/tools/code_interpreter.py	14
LOW	examples/tools/container_shell_inline_skill.py	18
LOW	examples/tools/shell_human_in_the_loop.py	104
LOW	examples/customer_service/main.py	151
LOW	examples/memory/file_hitl_example.py	22
LOW	examples/memory/memory_session_hitl_example.py	56
LOW	examples/memory/openai_session_hitl_example.py	56
LOW	examples/basic/stream_function_call_args.py	25
LOW	examples/basic/stream_ws.py	90
LOW	examples/basic/stream_items.py	13
LOW	examples/realtime/app/server.py	223
LOW	examples/realtime/app/server.py	140
LOW	examples/realtime/app/server.py	157
LOW	examples/realtime/cli/demo.py	84
LOW	examples/realtime/cli/demo.py	272
LOW	examples/realtime/cli/demo.py	324
LOW	examples/realtime/twilio_sip/server.py	99
LOW	examples/realtime/twilio/twilio_handler.py	149
LOW	examples/realtime/twilio/twilio_handler.py	194
LOW	examples/reasoning_content/runner_example.py	23
LOW	examples/reasoning_content/main.py	70
LOW	examples/agent_patterns/agents_as_tools_conditional.py	83
LOW	examples/agent_patterns/agents_as_tools.py	59
LOW	examples/agent_patterns/routing.py	37
LOW	examples/agent_patterns/llm_as_a_judge.py	42
LOW	examples/voice/static/util.py	9
LOW	examples/sandbox/memory.py	138
LOW	examples/sandbox/memory_s3.py	233
LOW	examples/sandbox/memory_multi_agent_multiturn.py	145
LOW	examples/sandbox/unix_local_pty.py	83
LOW	examples/sandbox/sandbox_agent_capabilities.py	287
LOW	examples/sandbox/docker/docker_runner.py	65
LOW	examples/sandbox/extensions/blaxel_runner.py	138
LOW	examples/sandbox/extensions/cloudflare_runner.py	216
LOW	…/sandbox/extensions/temporal/temporal_sandbox_agent.py	241
LOW	…/sandbox/extensions/temporal/temporal_sandbox_agent.py	284
LOW	…es/sandbox/extensions/temporal/temporal_sandbox_tui.py	809
LOW	…es/sandbox/extensions/temporal/temporal_sandbox_tui.py	992
LOW	examples/sandbox/extensions/runloop/capabilities.py	711
LOW	…ndbox/extensions/daytona/usaspending_text2sql/agent.py	383
LOW	examples/sandbox/tutorials/misc.py	168
LOW	examples/hosted_mcp/human_in_the_loop.py	45
141 more matches not shown…

Magic Placeholder Names12 hits · 60 pts

Severity	File	Line	Snippet
HIGH	docs/tracing.md	169	api_key="your-api-key",
HIGH	docs/ja/tracing.md	169	api_key="your-api-key",
HIGH	docs/ja/realtime/quickstart.md	134	export OPENAI_API_KEY="your-api-key-here"
HIGH	docs/ja/realtime/quickstart.md	140	session = await runner.run(model_config={"api_key": "your-api-key"})
HIGH	docs/realtime/quickstart.md	130	export OPENAI_API_KEY="your-api-key-here"
HIGH	docs/realtime/quickstart.md	136	session = await runner.run(model_config={"api_key": "your-api-key"})
HIGH	docs/zh/tracing.md	172	api_key="your-api-key",
HIGH	docs/zh/realtime/quickstart.md	134	export OPENAI_API_KEY="your-api-key-here"
HIGH	docs/zh/realtime/quickstart.md	140	session = await runner.run(model_config={"api_key": "your-api-key"})
HIGH	docs/ko/tracing.md	171	api_key="your-api-key",
HIGH	docs/ko/realtime/quickstart.md	134	export OPENAI_API_KEY="your-api-key-here"
HIGH	docs/ko/realtime/quickstart.md	140	session = await runner.run(model_config={"api_key": "your-api-key"})

Docstring Block Structure5 hits · 25 pts

Severity	File	Line	Snippet
HIGH	src/agents/run_state.py	663	Serializes the run state to a JSON-compatible dictionary. This method is used to serialize the run state to a d
HIGH	src/agents/run_state.py	1029	Deserializes a run state from a JSON string. This method is used to deserialize a run state from a string that
HIGH	src/agents/run_state.py	1070	Deserializes a run state from a JSON dictionary. This method is used to deserialize a run state from a dict tha
HIGH	src/agents/extensions/memory/advanced_sqlite_session.py	602	Create a new branch starting from a specific user message turn. Args: turn_number: The branch turn
HIGH	src/agents/extensions/memory/advanced_sqlite_session.py	668	Create branch from the first user turn matching the search term. Args: search_term: Text to search

Redundant / Tautological Comments13 hits · 20 pts

Severity	File	Line	Snippet
LOW	tests/realtime/test_session_exceptions.py	121	# Set events to send
LOW	tests/voice/test_input.py	130	# Add audio to the queue
LOW	examples/memory/memory_session_hitl_example.py	36	# Check if any city name is in the provided location string
LOW	examples/memory/openai_session_hitl_example.py	36	# Check if any city name is in the provided location string
LOW	examples/realtime/cli/demo.py	282	# Check if there's enough data to read
LOW	examples/agent_patterns/agents_as_tools_structured.py	41	# Set include_input_schema to true to include the full JSON Schema:
LOW	examples/agent_patterns/streaming_guardrails.py	68	# Check if it's time to run the guardrail check
LOW	src/agents/mcp/server.py	715	# Check if it's an ExceptionGroup containing HTTP errors
LOW	src/agents/models/chatcmpl_converter.py	134	# Check if message is agents.extensions.models.litellm_model.InternalChatCompletionMessage
LOW	src/agents/extensions/memory/advanced_sqlite_session.py	740	# Check if trying to delete current branch
LOW	src/agents/extensions/models/litellm_model.py	615	# Check if this is an assistant message with tool calls
LOW	src/agents/realtime/session.py	246	# Check if there's a stored exception to raise
LOW	src/agents/realtime/session.py	358	# Check if we should run guardrails based on debounce threshold

Dead Code8 hits · 16 pts

Severity	File	Line
MEDIUM	tests/test_cancel_streaming.py	259
MEDIUM	tests/test_run_step_execution.py	2599
MEDIUM	tests/models/test_model_retry.py	1553
MEDIUM	tests/models/test_model_retry.py	1683
MEDIUM	tests/models/test_model_retry.py	1727
MEDIUM	tests/models/test_model_retry.py	2049
MEDIUM	tests/models/test_model_retry.py	2093
MEDIUM	src/agents/voice/workflow.py	41

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet
CRITICAL	src/agents/voice/models/openai_tts.py	42	response = self._client.audio.speech.with_streaming_response.create(

Verbosity Indicators6 hits · 9 pts

Severity	File	Line	Snippet
LOW	tests/models/test_anthropic_thinking_blocks.py	144	# Step 1: Convert message to output items
LOW	tests/models/test_anthropic_thinking_blocks.py	177	# Step 2: Convert output items back to messages
LOW	tests/models/test_anthropic_thinking_blocks.py	330	# Step 1: Convert message to output items
LOW	tests/models/test_anthropic_thinking_blocks.py	366	# Step 2: Convert output items back to messages with preserve_thinking_blocks=True
LOW	tests/models/test_gemini_thought_signatures.py	38	# Step 1: Convert to items
LOW	tests/models/test_gemini_thought_signatures.py	53	# Step 2: Convert back to messages

AI Slop Vocabulary5 hits · 9 pts

Severity	File	Line	Snippet
LOW	tests/test_run_state.py	4943	# This should not raise an error, just return empty tools
MEDIUM	tests/mcp/test_tool_filtering.py	206	# Role-based filter for comprehensive testing
LOW	examples/customer_service/main.py	158	# Here, we'll just use a random UUID for the conversation ID
MEDIUM	examples/mcp/prompt_server/server.py	20	return f"""You are a senior {language} code review specialist. Your role is to provide comprehensive code analysis w
LOW	src/agents/result.py	691	# Soft cancel - just set the flag

Slop Phrases4 hits · 8 pts

Severity	File	Line	Snippet
MEDIUM	examples/basic/tool_guardrails.py	163	❌ Guardrail rejected function tool call: I'm unable to send the email as mentioning ACME Corp. is restricted.
MEDIUM	examples/basic/tool_guardrails.py	170	❌ Guardrail rejected function tool output: I'm unable to retrieve the contact info for user456 because it contains restr
MEDIUM	examples/handoffs/message_filter_streaming.py	37	# or, you can use the HandoffInputData.clone(kwargs) method
MEDIUM	examples/handoffs/message_filter.py	37	# or, you can use the HandoffInputData.clone(kwargs) method

Over-Commented Block6 hits · 6 pts

Severity	File	Line	Snippet
LOW	examples/__init__.py	1	# Make the examples directory into a package to avoid top-level module name collisions.
LOW	examples/basic/lifecycle_example.py	181	### 11: LLM ended. Usage: 3 requests, 472 input tokens, 45 output tokens, 517 total tokens
LOW	examples/basic/stream_items.py	61	# 3. Why did the scarecrow win an award?
LOW	examples/sandbox/memory.py	81	),
LOW	examples/sandbox/memory.py	101	#
LOW	src/agents/extensions/memory/mongodb_session.py	81	atomically incrementing a counter on the session metadata document. This

Fake / Example Data4 hits · 4 pts

Severity	File	Line	Snippet
LOW	examples/basic/tool_guardrails.py	29	"name": "John Doe",
LOW	examples/basic/tool_guardrails.py	32	"phone": "555-1234",
LOW	examples/basic/tool_guardrails.py	43	"phone": "555-1234",
LOW	examples/basic/tool_guardrails.py	95	if "555-1234" in output_str:

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet
LOW	tests/realtime/test_realtime_model_settings.py	48	def helper() -> str:

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