iflytek/astron-agent

Pattern Findings

The scanner identified 3719 distinct pattern matches across 27 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

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

Hyper-Verbose Identifiers2256 hits · 2247 pts

Severity	File	Line	Snippet	Context
LOW	docker/astronAgent/casdoor/test_certificate_config.py	9	def test_templates_use_the_upstream_generated_builtin_certificate(self):	CODE
LOW	…astronAgent/casdoor/password-storage/test_passwords.py	34	def test_duplicate_or_unexpected_organization_owner_is_rejected(self):	CODE
LOW	…astronAgent/casdoor/password-storage/test_passwords.py	44	def test_plain_and_inherited_accounts_keep_their_password(self):	CODE
LOW⚡	…astronAgent/casdoor/password-storage/test_passwords.py	56	def test_identical_passwords_receive_different_salts(self):	CODE
LOW⚡	…astronAgent/casdoor/password-storage/test_passwords.py	62	def test_second_migration_preserves_hashes(self):	CODE
LOW⚡	…astronAgent/casdoor/password-storage/test_passwords.py	71	def test_existing_bcrypt_with_inherited_type_is_not_rehashed(self):	CODE
LOW⚡	…astronAgent/casdoor/password-storage/test_passwords.py	79	def test_external_only_accounts_are_not_given_a_password(self):	CODE
LOW⚡	…astronAgent/casdoor/password-storage/test_passwords.py	85	def test_invalid_and_ambiguous_states_block_migration(self):	CODE
LOW	…astronAgent/casdoor/password-storage/test_passwords.py	97	def test_master_and_default_passwords_require_operator_review(self):	CODE
LOW	…astronAgent/casdoor/password-storage/test_passwords.py	105	def test_verifier_rejects_plain_accounts_even_with_strong_org_policy(self):	CODE
LOW	…tronAgent/casdoor/password-storage/test_integration.py	148	def test_real_initialization_migration_login_and_restart(self):	CODE
LOW⚡	docker/astronAgent/scripts/verify_security_contract.py	491	def networked_credential_init(	CODE
LOW⚡	docker/astronAgent/scripts/verify_security_contract.py	496	def readonly_credential_init_volume(	CODE
LOW⚡	docker/astronAgent/scripts/verify_security_contract.py	501	def writable_generated_consumer(	CODE
LOW⚡	docker/astronAgent/scripts/verify_security_contract.py	506	def wrong_generated_file_path(	CODE
LOW⚡	docker/astronAgent/scripts/verify_security_contract.py	513	def inline_generated_credential(	CODE
LOW⚡	docker/astronAgent/scripts/verify_security_contract.py	518	def missing_credential_init_dependency(	CODE
LOW⚡	docker/astronAgent/scripts/verify_security_contract.py	525	def wrong_credential_init_dependency(	CODE
LOW	docker/astronAgent/scripts/verify_security_contract.py	540	def missing_hub_app_api_binding(	CODE
LOW	docker/astronAgent/scripts/verify_security_contract.py	557	def wrong_hub_healthcheck_endpoint(	CODE
LOW	docker/astronAgent/scripts/verify_security_contract.py	696	def exercise_shell_credential_lifecycle(config: Mapping[str, Any]) -> None:	CODE
LOW	docker/astronAgent/scripts/verify_security_contract.py	972	def exercise_credential_lifecycle(compose_file: Path) -> None:	STRING
LOW	core/memory/database/main.py	63	async def rep_initialize_extensions() -> None:	CODE
LOW	core/memory/database/main.py	129	async def global_validation_exception_handler(	CODE
LOW	core/memory/database/main.py	196	async def _get_host_ip_from_hostname_command() -> str \| None:	CODE
LOW	core/memory/database/main.py	212	def _get_host_ip_from_gethostbyname() -> str \| None:	CODE
LOW	core/memory/database/main.py	224	def _get_host_ip_from_getaddrinfo() -> str \| None:	CODE
LOW	core/memory/database/repository/middleware/manager.py	76	def _validate_service_creation(self, service_name: ServiceType) -> None:	CODE
LOW	…/database/repository/middleware/database/db_manager.py	118	async def _create_database_if_not_exists(self) -> None:	CODE
LOW	…e/repository/middleware/adapters/postgresql_adapter.py	213	async def create_database_if_not_exists(self, base_url: str, db_name: str) -> None:	CODE
LOW⚡	…e/repository/middleware/adapters/postgresql_adapter.py	342	def get_alembic_version_table_schema(self) -> Optional[str]:	CODE
LOW⚡	…e/repository/middleware/adapters/postgresql_adapter.py	345	def get_alembic_include_schemas(self) -> bool:	CODE
LOW	…tabase/repository/middleware/adapters/mysql_adapter.py	156	async def create_database_if_not_exists(self, base_url: str, db_name: str) -> None:	CODE
LOW	…tabase/repository/middleware/adapters/mysql_adapter.py	268	def get_alembic_version_table_schema(self) -> Optional[str]:	CODE
LOW	…tabase/repository/middleware/adapters/mysql_adapter.py	272	def get_alembic_include_schemas(self) -> bool:	CODE
LOW	…tabase/repository/middleware/adapters/mysql_adapter.py	285	def _validate_mysql_identifier(self, identifier: str) -> str:	CODE
LOW	…memory/database/repository/middleware/adapters/base.py	40	async def create_database_if_not_exists(self, base_url: str, db_name: str) -> None:	CODE
LOW	…memory/database/repository/middleware/adapters/base.py	88	def get_alembic_version_table_schema(self) -> Optional[str]:	CODE
LOW	…memory/database/repository/middleware/adapters/base.py	92	def get_alembic_include_schemas(self) -> bool:	CODE
LOW⚡	core/memory/database/tests/test_exec_dml.py	512	def test_collect_update_keys_invalid() -> None:	CODE
LOW⚡	core/memory/database/tests/test_exec_dml.py	522	def test_collect_columns_and_keys() -> None:	CODE
LOW⚡	core/memory/database/tests/test_exec_dml.py	532	def test_collect_functions_names() -> None:	CODE
LOW⚡	core/memory/database/tests/test_exec_dml.py	1167	def test_is_datetime_type_timestamp() -> None:	CODE
LOW⚡	core/memory/database/tests/test_exec_dml.py	1172	def test_is_datetime_type_datetime() -> None:	CODE
LOW⚡	core/memory/database/tests/test_exec_dml.py	1177	def test_is_datetime_type_varchar() -> None:	CODE
LOW⚡	core/memory/database/tests/test_exec_dml.py	1182	def test_is_datetime_type_empty_string() -> None:	CODE
LOW⚡	core/memory/database/tests/test_exec_dml.py	1187	def test_is_datetime_type_none() -> None:	CODE
LOW⚡	core/memory/database/tests/test_exec_dml.py	1197	def test_convert_value_if_datetime_matching_format() -> None:	CODE
LOW⚡	core/memory/database/tests/test_exec_dml.py	1208	def test_convert_value_if_datetime_no_mapping() -> None:	CODE
LOW⚡	core/memory/database/tests/test_exec_dml.py	1218	def test_convert_value_if_datetime_non_datetime_column() -> None:	CODE
LOW⚡	core/memory/database/tests/test_exec_dml.py	1233	def test_is_boolean_type_boolean() -> None:	CODE
LOW⚡	core/memory/database/tests/test_exec_dml.py	1240	def test_is_boolean_type_tinyint() -> None:	CODE
LOW⚡	core/memory/database/tests/test_exec_dml.py	1246	def test_is_boolean_type_non_boolean() -> None:	CODE
LOW⚡	core/memory/database/tests/test_exec_dml.py	1253	def test_convert_value_if_boolean_true() -> None:	CODE
LOW⚡	core/memory/database/tests/test_exec_dml.py	1263	def test_convert_value_if_boolean_false() -> None:	CODE
LOW⚡	core/memory/database/tests/test_exec_dml.py	1273	def test_convert_value_if_boolean_non_boolean_column() -> None:	CODE
LOW⚡	core/memory/database/tests/test_exec_dml.py	1286	def test_is_numeric_value_int() -> None:	CODE
LOW⚡	core/memory/database/tests/test_exec_dml.py	1291	def test_is_numeric_value_float() -> None:	CODE
LOW⚡	core/memory/database/tests/test_exec_dml.py	1296	def test_is_numeric_value_digit_string() -> None:	CODE
LOW⚡	core/memory/database/tests/test_exec_dml.py	1301	def test_is_numeric_value_non_numeric_string() -> None:	CODE
2196 more matches not shown…

Decorative Section Separators140 hits · 524 pts

Severity	File	Line	Snippet	Context
MEDIUM	.pre-commit-config.yaml	1	# =============================================================================	COMMENT
MEDIUM	.pre-commit-config.yaml	4	# =============================================================================	COMMENT
MEDIUM⚡	.pre-commit-config.yaml	18	# =============================================================================	COMMENT
MEDIUM⚡	.pre-commit-config.yaml	25	# =============================================================================	COMMENT
MEDIUM⚡	.pre-commit-config.yaml	27	# =============================================================================	COMMENT
MEDIUM	.pre-commit-config.yaml	39	# =============================================================================	COMMENT
MEDIUM	.pre-commit-config.yaml	41	# =============================================================================	COMMENT
MEDIUM	.pre-commit-config.yaml	213	# =============================================================================	COMMENT
MEDIUM	.pre-commit-config.yaml	215	# =============================================================================	COMMENT
MEDIUM	.pre-commit-config.yaml	232	# =============================================================================	COMMENT
MEDIUM	.pre-commit-config.yaml	234	# =============================================================================	COMMENT
MEDIUM	.pre-commit-config.yaml	265	# =============================================================================	COMMENT
MEDIUM	.pre-commit-config.yaml	267	# =============================================================================	COMMENT
MEDIUM⚡	.pre-commit-config.yaml	284	# =============================================================================	COMMENT
MEDIUM⚡	.pre-commit-config.yaml	286	# =============================================================================	COMMENT
MEDIUM⚡	.pre-commit-config.yaml	293	# =============================================================================	COMMENT
MEDIUM⚡	.pre-commit-config.yaml	295	# =============================================================================	COMMENT
MEDIUM	.pre-commit-config.yaml	315	# =============================================================================	COMMENT
MEDIUM	.pre-commit-config.yaml	317	# =============================================================================	COMMENT
MEDIUM	docker/ragflow/entrypoint.sh	5	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	docker/ragflow/entrypoint.sh	7	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	docker/ragflow/entrypoint.sh	44	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	docker/ragflow/entrypoint.sh	48	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	docker/ragflow/entrypoint.sh	131	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	docker/ragflow/entrypoint.sh	133	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	docker/ragflow/entrypoint.sh	146	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	docker/ragflow/entrypoint.sh	148	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	docker/ragflow/entrypoint.sh	174	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	docker/ragflow/entrypoint.sh	176	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	docker/astronAgent/docker-compose.yaml	2	# ============================================================================	COMMENT
MEDIUM	docker/astronAgent/docker-compose.yaml	4	# ============================================================================	COMMENT
MEDIUM	docker/astronAgent/docker-compose.yaml	356	# ============================================================================	COMMENT
MEDIUM	docker/astronAgent/docker-compose.yaml	358	# ============================================================================	COMMENT
MEDIUM	docker/astronAgent/docker-compose.yaml	777	# ============================================================================	COMMENT
MEDIUM	docker/astronAgent/docker-compose.yaml	779	# ============================================================================	COMMENT
MEDIUM⚡	docker/astronAgent/docker-compose.yaml	920	# ============================================================================	COMMENT
MEDIUM⚡	docker/astronAgent/docker-compose.yaml	922	# ============================================================================	COMMENT
MEDIUM⚡	docker/astronAgent/docker-compose.yaml	927	# ============================================================================	COMMENT
MEDIUM⚡	docker/astronAgent/docker-compose.yaml	929	# ============================================================================	COMMENT
MEDIUM	docker/astronAgent/docker-compose-auth.yml	84	# ============================================================================	COMMENT
MEDIUM	docker/astronAgent/docker-compose-auth.yml	86	# ============================================================================	COMMENT
MEDIUM	docker/astronAgent/docker-compose-with-auth-rpa.yaml	1	# ============================================================================	COMMENT
MEDIUM	docker/astronAgent/docker-compose-with-auth-rpa.yaml	4	# ============================================================================	COMMENT
MEDIUM	docker/astronAgent/docker-compose-with-auth-rpa.yaml	28	# ============================================================================	COMMENT
MEDIUM	docker/astronAgent/docker-compose-with-auth-rpa.yaml	30	# ============================================================================	COMMENT
MEDIUM	docker/astronAgent/docker-compose-with-auth.yaml	1	# ============================================================================	COMMENT
MEDIUM	docker/astronAgent/docker-compose-with-auth.yaml	3	# ============================================================================	COMMENT
MEDIUM⚡	core/memory/database/tests/test_exec_dml.py	1162	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	core/memory/database/tests/test_exec_dml.py	1164	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	core/memory/database/tests/test_exec_dml.py	1192	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	core/memory/database/tests/test_exec_dml.py	1194	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	core/memory/database/tests/test_exec_dml.py	1228	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	core/memory/database/tests/test_exec_dml.py	1230	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	core/memory/database/tests/test_exec_dml.py	1281	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	core/memory/database/tests/test_exec_dml.py	1283	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	core/memory/database/tests/test_retry.py	12	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	core/memory/database/tests/test_retry.py	14	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	core/memory/database/tests/test_retry.py	48	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	core/memory/database/tests/test_retry.py	50	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	core/memory/database/tests/test_db_operator.py	476	# ---------------------------------------------------------------------------	COMMENT
80 more matches not shown…

Hallucination Indicators54 hits · 455 pts

Severity	File	Line	Snippet	Context
CRITICAL	core/agent/tests/test_base_llm_model.py	97	model.llm.chat.completions.create.assert_called_once_with(	CODE
CRITICAL	core/agent/tests/test_base_llm_model.py	118	model.llm.chat.completions.create.assert_awaited_once_with(	CODE
CRITICAL	core/agent/tests/test_base_llm_model.py	139	model.llm.chat.completions.create.assert_awaited_once_with(	CODE
CRITICAL	core/agent/tests/test_base_llm_model.py	167	model.llm.chat.completions.create.assert_awaited_once_with(	CODE
CRITICAL	core/agent/tests/test_base_llm_model.py	187	model.llm.chat.completions.create.assert_awaited_once_with(	CODE
CRITICAL	…flytek/astron/console/commons/util/AuthStringUtil.java	189	return cn.hutool.core.codec.Base64.encode(rawHmac);	CODE
CRITICAL	…sole/hub/service/chat/springai/AgentSseBridgeTest.java	49	org.junit.jupiter.api.Assertions.assertTrue(bridge.isManagedSearchTrace());	CODE
CRITICAL	…sole/hub/service/chat/springai/AgentSseBridgeTest.java	50	org.junit.jupiter.api.Assertions.assertTrue(bridge.getTraceResult().length() > 0);	CODE
CRITICAL	…/publish/impl/McpServiceImplBusinessExceptionTest.java	57	new com.iflytek.astron.console.commons.entity.bot.UserLangChainInfo());	CODE
CRITICAL	…b/service/wechat/impl/WechatThirdpartyServiceImpl.java	173	Map<String, String> ticketMsg = com.iflytek.astron.console.hub.util.wechat.WXBizMsgParse.parseTicketMsg(decr	CODE
CRITICAL	…sole/hub/service/workflow/impl/BotMaasServiceImpl.java	247	String uid = com.iflytek.astron.console.commons.util.RequestContextUtil.getUID();	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	1306	okHttpMock.when(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.post(	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	1320	okHttpMock.verify(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.post(	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	1563	okHttpMock.when(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.get(anyString(), any(Map.class)	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	1598	okHttpMock.when(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.get(anyString(), any(Map.class)	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	1631	okHttpMock.when(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.get(anyString(), any(Map.class)	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	1665	okHttpMock.when(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.get(anyString(), any(Map.class)	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2129	threadMock.when(() -> cn.hutool.core.thread.ThreadUtil.execute(any(Runnable.class)))	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2138	okHttpMock.when(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.get(anyString(), any(Map.class)	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2175	threadMock.when(() -> cn.hutool.core.thread.ThreadUtil.execute(any(Runnable.class)))	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2215	threadMock.when(() -> cn.hutool.core.thread.ThreadUtil.execute(any(Runnable.class)))	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2223	okHttpMock.when(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.get(anyString(), any(Map.class)	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2272	okHttpMock.when(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.get(anyString(), any(Map.class)	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2297	okHttpMock.when(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.get(anyString(), any(Map.class)	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2317	okHttpMock.when(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.get(anyString(), any(Map.class)	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2324	okHttpMock.verify(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.get(anyString(), any(Map.clas	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2348	okHttpMock.when(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.post(anyString(), any(Map.class	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2371	okHttpMock.when(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.post(anyString(), any(Map.class	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2378	okHttpMock.verify(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.post(anyString(), any(Map.cla	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2517	okHttpMock.when(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.get(	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2521	okHttpMock.when(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.get(	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2551	okHttpMock.when(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.get(	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2555	okHttpMock.when(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.get(	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2586	okHttpMock.when(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.get(	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2596	okHttpMock.verify(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.get(	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2843	okHttpMock.when(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.get(anyString(), any(Map.class)	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2891	okHttpMock.when(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.get(	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2901	okHttpMock.verify(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.get(	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2920	okHttpMock.when(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.get(	CODE
CRITICAL	…console/toolkit/service/knowledge/RepoServiceTest.java	2930	okHttpMock.verify(() -> com.iflytek.astron.console.toolkit.util.OkHttpUtil.get(	CODE
CRITICAL	…workflow/WorkflowServiceProtocolAuthorizationTest.java	208	new com.iflytek.astron.console.commons.entity.bot.UserLangChainInfo();	CODE
CRITICAL	…on/console/toolkit/service/model/ModelServiceTest.java	395	new com.iflytek.astron.console.commons.entity.user.UserInfo();	STRING
CRITICAL	…on/console/toolkit/service/model/ModelServiceTest.java	419	new com.iflytek.astron.console.commons.entity.user.UserInfo();	STRING
CRITICAL	…on/console/toolkit/service/model/ModelServiceTest.java	443	new com.iflytek.astron.console.commons.entity.user.UserInfo();	STRING
CRITICAL	…on/console/toolkit/service/model/ModelServiceTest.java	463	new com.iflytek.astron.console.commons.entity.user.UserInfo();	STRING
CRITICAL	…on/console/toolkit/service/model/ModelServiceTest.java	488	new com.iflytek.astron.console.commons.entity.user.UserInfo();	STRING
CRITICAL	…on/console/toolkit/service/model/ModelServiceTest.java	515	new com.iflytek.astron.console.commons.entity.user.UserInfo();	STRING
CRITICAL	…on/console/toolkit/service/model/ModelServiceTest.java	679	rsa.when(() -> com.iflytek.astron.console.toolkit.util.idata.RSAUtil.loadPrivateKey(anyString()))	STRING
CRITICAL	…on/console/toolkit/service/model/ModelServiceTest.java	681	rsa.when(() -> com.iflytek.astron.console.toolkit.util.idata.RSAUtil.decryptByPrivateKeyBase64(eq("ENCRYPTED	STRING
CRITICAL	…on/console/toolkit/service/model/ModelServiceTest.java	935	com.iflytek.astron.console.toolkit.entity.table.model.ModelCategory cat = new com.iflytek.astron.console.toolkit	STRING
CRITICAL	…va/com/iflytek/astron/console/toolkit/util/S3Util.java	351	// Deprecated: use com.iflytek.astron.console.commons.util.S3ClientUtil.generatePresignedPutUrl()	COMMENT
CRITICAL	…/console/toolkit/service/workflow/WorkflowService.java	214	@org.springframework.beans.factory.annotation.Value("${mcp-server.file-path}")	CODE
CRITICAL	…/console/toolkit/service/workflow/WorkflowService.java	1829	com.iflytek.astron.console.toolkit.entity.core.workflow.node.Value v = new com.iflytek.astron.console.to	CODE
CRITICAL	…/console/toolkit/service/workflow/WorkflowService.java	1875	com.iflytek.astron.console.toolkit.entity.core.workflow.node.Value v = new com.iflytek.astron.console.to	CODE

Excessive Try-Catch Wrapping383 hits · 382 pts

Severity	File	Line	Snippet	Context
LOW	…cker/astronAgent/casdoor/password-storage/passwords.py	179	except Exception:	CODE
LOW	…cker/astronAgent/casdoor/password-storage/passwords.py	248	except Exception:	CODE
LOW	docker/astronAgent/scripts/verify_security_contract.py	1141	except Exception:	STRING
LOW	core/memory/database/main.py	103	except Exception as e: # pylint: disable=broad-except	CODE
LOW	core/memory/database/main.py	190	except Exception as e: # pylint: disable=broad-except	CODE
LOW	…re/memory/database/repository/middleware/initialize.py	20	except Exception as exc:	CODE
LOW	…/database/repository/middleware/database/db_manager.py	154	except Exception as e:	CODE
LOW	…e/repository/middleware/database/database_migration.py	52	except Exception as e: # pylint: disable=broad-exception-caught	CODE
LOW	…e/repository/middleware/adapters/postgresql_adapter.py	311	except Exception as e:	CODE
LOW	…e/repository/middleware/adapters/postgresql_adapter.py	320	except Exception as e:	CODE
LOW⚡	…e/repository/middleware/adapters/postgresql_adapter.py	332	except Exception as restore_error:	CODE
LOW	…tabase/repository/middleware/adapters/mysql_adapter.py	256	except Exception as restore_error:	CODE
LOW	core/memory/database/utils/retry.py	62	except Exception as e:	CODE
LOW	core/memory/database/api/v1/exec_dml.py	805	except Exception as parse_error: # pylint: disable=broad-except	CODE
LOW	core/memory/database/api/v1/exec_dml.py	933	except Exception as col_type_error: # pylint: disable=broad-except	CODE
LOW	core/memory/database/api/v1/exec_dml.py	1058	except Exception as unexpected_error: # pylint: disable=broad-except	CODE
LOW	core/memory/database/api/v1/exec_dml.py	1093	except Exception as mapping_error:	CODE
LOW	core/memory/database/api/v1/exec_dml.py	1111	except Exception as exec_error: # pylint: disable=broad-except	CODE
LOW	core/memory/database/api/v1/exec_dml.py	1144	except Exception as schema_error: # pylint: disable=broad-except	CODE
LOW	core/memory/database/api/v1/exec_dml.py	1205	except Exception as parse_error: # pylint: disable=broad-except	CODE
LOW	core/memory/database/api/v1/db_operator.py	118	except Exception as e: # pylint: disable=broad-except	CODE
LOW	core/memory/database/api/v1/db_operator.py	173	except Exception as e: # pylint: disable=broad-except	CODE
LOW	core/memory/database/api/v1/db_operator.py	240	except Exception as e: # pylint: disable=broad-except	CODE
LOW	core/memory/database/api/v1/db_operator.py	264	except Exception as e: # pylint: disable=broad-except	CODE
LOW	core/memory/database/api/v1/db_operator.py	360	except Exception as e: # pylint: disable=broad-except	CODE
LOW	core/memory/database/api/v1/exec_ddl.py	328	except Exception as parse_error: # pylint: disable=broad-except	CODE
LOW	core/memory/database/api/v1/exec_ddl.py	384	except Exception as error:	CODE
LOW	core/memory/database/api/v1/exec_ddl.py	404	except Exception as exec_error:	CODE
LOW	core/memory/database/api/v1/exec_ddl.py	484	except Exception as unexpected_error: # pylint: disable=broad-except	CODE
LOW	core/memory/database/api/v1/common.py	57	except Exception as e: # pylint: disable=broad-except	CODE
LOW	core/memory/database/api/v1/common.py	90	except Exception as db_error:	CODE
MEDIUM	core/plugin/rpa/run_tests.py	35	print("Error output:")	CODE
LOW	core/plugin/rpa/infra/xiaowu/tasks.py	85	except Exception as e:	CODE
LOW	core/plugin/rpa/infra/xiaowu/tasks.py	172	except Exception as e:	CODE
LOW	core/plugin/rpa/api/app.py	57	except Exception as e:	CODE
LOW	core/plugin/rpa/api/v1/execution.py	58	except Exception as e:	CODE
LOW	core/plugin/rpa/doc/API_EXAMPLES.md	106	except Exception as e:	CODE
LOW	core/plugin/rpa/doc/API_EXAMPLES.md	506	except Exception as e:	CODE
LOW	core/plugin/rpa/doc/API_EXAMPLES.md	565	except Exception as e:	CODE
LOW	core/plugin/rpa/doc/API_EXAMPLES.md	665	except Exception as e:	CODE
LOW	core/plugin/rpa/doc/API_EXAMPLES.md	688	except Exception as e:	CODE
LOW	core/plugin/link/infra/kafka_telemetry.py	61	except Exception as e:	CODE
LOW⚡	core/plugin/link/infra/tool_exector/process.py	76	except Exception:	CODE
LOW⚡	core/plugin/link/infra/tool_exector/process.py	82	except Exception:	CODE
LOW⚡	core/plugin/link/infra/tool_exector/process.py	87	except Exception:	CODE
LOW	core/plugin/link/infra/tool_exector/process.py	184	except Exception:	CODE
LOW	core/plugin/link/infra/tool_exector/process.py	262	except Exception as err:	CODE
LOW	core/plugin/link/app/start_server.py	106	except Exception as e:	CODE
LOW	core/plugin/link/tests/conftest.py	36	except Exception:	CODE
LOW	core/plugin/link/tests/conftest.py	46	except Exception:	CODE
LOW	core/plugin/link/tests/test_runner.py	41	except Exception as e:	CODE
MEDIUM	core/plugin/link/tests/test_runner.py	42	print(f"Error running command: {e}")	CODE
LOW	core/plugin/link/tests/unit/test_schemas.py	190	except Exception:	CODE
LOW	core/plugin/link/utils/security/access_interceptor.py	177	except Exception:	CODE
LOW	core/plugin/link/utils/sid/sid_generator2.py	58	except Exception as err:	CODE
LOW	…e/plugin/link/utils/open_api_schema/response_filter.py	49	except Exception:	CODE
LOW	…e/plugin/link/utils/open_api_schema/schema_validate.py	54	except Exception as err:	CODE
LOW	…e/plugin/link/utils/open_api_schema/schema_validate.py	79	except Exception as err:	CODE
LOW	…e/plugin/link/utils/open_api_schema/schema_validate.py	120	except Exception as err:	CODE
LOW	core/plugin/link/exceptions/sparklink_exceptions.py	105	except Exception as err:	CODE
323 more matches not shown…

Cross-File Repetition50 hits · 250 pts

Severity	File	Snippet	Context
HIGH	core/plugin/link/domain/models/utils.py	retrieve an item from the cache. args: key: the key of the item to retrieve. returns: the value associated with the key,	STRING
HIGH	core/common/service/cache/base_cache.py	retrieve an item from the cache. args: key: the key of the item to retrieve. returns: the value associated with the key,	STRING
HIGH	core/common/service/cache/redis_cache.py	retrieve an item from the cache. args: key: the key of the item to retrieve. returns: the value associated with the key,	STRING
HIGH	core/workflow/extensions/middleware/cache/manager.py	retrieve an item from the cache. args: key: the key of the item to retrieve. returns: the value associated with the key,	STRING
HIGH	core/workflow/extensions/middleware/cache/base.py	retrieve an item from the cache. args: key: the key of the item to retrieve. returns: the value associated with the key,	STRING
HIGH	core/plugin/link/domain/models/utils.py	inserts or updates a value in the cache. if the existing value and the new value are both dictionaries, they are merged.	STRING
HIGH	core/common/service/cache/redis_cache.py	inserts or updates a value in the cache. if the existing value and the new value are both dictionaries, they are merged.	STRING
HIGH	core/workflow/extensions/middleware/cache/manager.py	inserts or updates a value in the cache. if the existing value and the new value are both dictionaries, they are merged.	STRING
HIGH	core/plugin/link/domain/models/utils.py	remove an item from the cache. args: key: the key of the item to remove.	STRING
HIGH	core/common/service/cache/base_cache.py	remove an item from the cache. args: key: the key of the item to remove.	STRING
HIGH	core/common/service/cache/redis_cache.py	remove an item from the cache. args: key: the key of the item to remove.	STRING
HIGH	core/workflow/extensions/middleware/cache/manager.py	remove an item from the cache. args: key: the key of the item to remove.	STRING
HIGH	core/workflow/extensions/middleware/cache/base.py	remove an item from the cache. args: key: the key of the item to remove.	STRING
HIGH	core/agent/tests/test_workflow_agent.py	automatically inject environment fixes for all tests. - ensure `sid_generator2` is initialized to avoid `span` construct	STRING
HIGH	core/agent/tests/test_workflow_agent_runner.py	automatically inject environment fixes for all tests. - ensure `sid_generator2` is initialized to avoid `span` construct	STRING
HIGH	core/agent/tests/test_workflow_agent_builder.py	automatically inject environment fixes for all tests. - ensure `sid_generator2` is initialized to avoid `span` construct	STRING
HIGH	core/agent/tests/test_knowledge_plugin.py	automatically inject environment fixes for all tests. - ensure `sid_generator2` is initialized to avoid `span` construct	STRING
HIGH	core/agent/tests/test_base_api.py	automatically inject environment fixes for all tests. - ensure `sid_generator2` is initialized to avoid `span` construct	STRING
HIGH	core/agent/tests/test_base_llm_model.py	automatically inject environment fixes for all tests. - ensure `sid_generator2` is initialized to avoid `span` construct	STRING
HIGH	core/agent/tests/test_plugin_base_link_mcp_workflow.py	automatically inject environment fixes for all tests. - ensure `sid_generator2` is initialized to avoid `span` construct	STRING
HIGH	core/agent/tests/test_base_builder.py	automatically inject environment fixes for all tests. - ensure `sid_generator2` is initialized to avoid `span` construct	STRING
HIGH	core/common/service/cache/base_cache.py	add an item to the cache. args: key: the key of the item. value: the value to cache.	STRING
HIGH	core/common/service/cache/redis_cache.py	add an item to the cache. args: key: the key of the item. value: the value to cache.	STRING
HIGH	core/workflow/extensions/middleware/cache/manager.py	add an item to the cache. args: key: the key of the item. value: the value to cache.	STRING
HIGH	core/workflow/extensions/middleware/cache/base.py	add an item to the cache. args: key: the key of the item. value: the value to cache.	STRING
HIGH	core/knowledge/service/impl/sparkdesk_strategy.py	execute rag query args: query: query text doc_ids: document id list repo_ids: knowledge base id list top_k: number of re	STRING
HIGH	core/knowledge/service/impl/aiui_strategy.py	execute rag query args: query: query text doc_ids: document id list repo_ids: knowledge base id list top_k: number of re	STRING
HIGH	core/knowledge/service/impl/cbg_strategy.py	execute rag query args: query: query text doc_ids: document id list repo_ids: knowledge base id list top_k: number of re	STRING
HIGH	core/workflow/infra/providers/llm/chat_ai.py	calculate the number of tokens in the given text. :param text: input text to calculate tokens for :return: number of tok	STRING
HIGH	…workflow/infra/providers/llm/openai/openai_chat_llm.py	calculate the number of tokens in the given text. :param text: input text to calculate tokens for :return: number of tok	STRING
HIGH	…ow/infra/providers/llm/iflytek_spark/spark_chat_llm.py	calculate the number of tokens in the given text. :param text: input text to calculate tokens for :return: number of tok	STRING
HIGH	core/workflow/infra/audit_system/audit_api/base.py	in llm content security scenarios, filter, detect and identify user input text, images, videos, documents, etc., and pro	STRING
HIGH	…ow/infra/audit_system/audit_api/mock/mock_audit_api.py	in llm content security scenarios, filter, detect and identify user input text, images, videos, documents, etc., and pro	STRING
HIGH	…infra/audit_system/audit_api/iflytek/ifly_audit_api.py	in llm content security scenarios, filter, detect and identify user input text, images, videos, documents, etc., and pro	STRING
HIGH	core/workflow/infra/audit_system/audit_api/base.py	in llm content security scenarios, filter, detect and identify llm output images, videos, audio, etc., and process and r	STRING
HIGH	…ow/infra/audit_system/audit_api/mock/mock_audit_api.py	in llm content security scenarios, filter, detect and identify llm output images, videos, audio, etc., and process and r	STRING
HIGH	…infra/audit_system/audit_api/iflytek/ifly_audit_api.py	in llm content security scenarios, filter, detect and identify llm output images, videos, audio, etc., and process and r	STRING
HIGH	core/workflow/infra/audit_system/audit_api/base.py	in llm content security scenarios, filter, detect and identify websites, knowledge bases and other data referenced durin	STRING
HIGH	…ow/infra/audit_system/audit_api/mock/mock_audit_api.py	in llm content security scenarios, filter, detect and identify websites, knowledge bases and other data referenced durin	STRING
HIGH	…infra/audit_system/audit_api/iflytek/ifly_audit_api.py	in llm content security scenarios, filter, detect and identify websites, knowledge bases and other data referenced durin	STRING
HIGH	core/workflow/engine/nodes/plugin_tool/plugin_node.py	get the success execution status. :return: succeeded status for successful operations	STRING
HIGH	…kflow/engine/nodes/knowledge_pro/knowledge_pro_node.py	get the success execution status. :return: succeeded status for successful operations	STRING
HIGH	core/workflow/engine/nodes/knowledge/knowledge_node.py	get the success execution status. :return: succeeded status for successful operations	STRING
HIGH	…rkflow/engine/nodes/knowledge/knowledge_expert_node.py	get the success execution status. :return: succeeded status for successful operations	STRING
HIGH	core/workflow/engine/nodes/pgsql/pgsql_node.py	get the success execution status. :return: succeeded status for successful operations	STRING
HIGH	core/workflow/engine/nodes/plugin_tool/plugin_node.py	get the failure execution status. :return: failed status for failed operations	STRING
HIGH	…kflow/engine/nodes/knowledge_pro/knowledge_pro_node.py	get the failure execution status. :return: failed status for failed operations	STRING
HIGH	core/workflow/engine/nodes/knowledge/knowledge_node.py	get the failure execution status. :return: failed status for failed operations	STRING
HIGH	…rkflow/engine/nodes/knowledge/knowledge_expert_node.py	get the failure execution status. :return: failed status for failed operations	STRING
HIGH	core/workflow/engine/nodes/pgsql/pgsql_node.py	get the failure execution status. :return: failed status for failed operations	STRING

Empty Error Handlers38 hits · 190 pts

Severity	File	Line	Snippet	Context
HIGH	core/memory/database/main.py	207	except (OSError, ValueError):	CODE
HIGH	core/memory/database/main.py	219	except (OSError, socket.gaierror):	CODE
HIGH	core/memory/database/main.py	233	except (OSError, socket.gaierror):	CODE
HIGH	…e/repository/middleware/adapters/postgresql_adapter.py	278	except ImportError:	CODE
HIGH	…e/repository/middleware/adapters/postgresql_adapter.py	300	except ImportError:	CODE
HIGH	core/plugin/rpa/api/app.py	55	except (ModuleNotFoundError, ImportError):	CODE
HIGH	core/plugin/link/infra/tool_exector/process.py	184	except Exception:	CODE
HIGH	core/plugin/link/app/start_server.py	104	except (ModuleNotFoundError, ImportError):	CODE
HIGH	core/plugin/link/tests/conftest.py	36	except Exception:	CODE
HIGH	core/plugin/link/tests/conftest.py	46	except Exception:	CODE
HIGH	core/plugin/link/tests/unit/test_schemas.py	318	except ValidationError:	CODE
HIGH	core/plugin/link/tests/unit/test_schemas.py	190	except Exception:	CODE
HIGH	core/plugin/aitools/app/start_server.py	132	except KeyboardInterrupt:	CODE
HIGH	core/plugin/aitools/app/start_server.py	55	except (ModuleNotFoundError, ImportError):	CODE
HIGH	core/plugin/aitools/utils/config_utils.py	236	except asyncio.CancelledError:	CODE
HIGH	core/plugin/aitools/common/clients/websockets_client.py	161	except asyncio.CancelledError:	CODE
HIGH	core/plugin/aitools/common/clients/websockets_client.py	185	except asyncio.CancelledError:	CODE
HIGH	core/plugin/aitools/service/ise/ise_client.py	290	except (ValueError, TypeError):	CODE
HIGH	core/agent/main.py	162	except (OSError, ValueError):	CODE
HIGH	core/agent/main.py	174	except (OSError, socket.gaierror):	CODE
HIGH	core/agent/main.py	188	except (OSError, socket.gaierror):	CODE
HIGH	core/agent/infra/credentials.py	48	except OSError:	CODE
HIGH	core/agent/api/v1/workflow_agent.py	230	except asyncio.CancelledError:	CODE
HIGH	core/agent/service/plugin/skill_sandbox.py	392	except Exception:	CODE
HIGH	core/agent/service/plugin/skill_sandbox.py	458	except Exception:	CODE
HIGH	core/common/otlp/trace/langfuse.py	921	except (TypeError, ValueError):	CODE
HIGH	…rkflow/tests/engine/callbacks/test_callback_handler.py	806	except asyncio.CancelledError:	CODE
HIGH	…rkflow/tests/engine/callbacks/test_callback_handler.py	1148	except asyncio.CancelledError:	CODE
HIGH	…rkflow/tests/engine/callbacks/test_callback_handler.py	730	except asyncio.CancelledError:	CODE
HIGH	…rkflow/tests/engine/callbacks/test_callback_handler.py	761	except asyncio.CancelledError:	CODE
HIGH	…rkflow/tests/engine/callbacks/test_callback_handler.py	945	except asyncio.CancelledError:	CODE
HIGH	core/workflow/utils/credentials.py	70	except OSError:	CODE
HIGH	core/workflow/service/chat_service.py	436	except asyncio.CancelledError:	CODE
HIGH	…orkflow/engine/nodes/code/executor/e2b/e2b_executor.py	380	except Exception:	CODE
HIGH	…orkflow/engine/nodes/code/executor/e2b/e2b_executor.py	446	except Exception:	CODE
HIGH	core/workflow/engine/nodes/loop/loop_node.py	213	except Exception:	CODE
HIGH	helm/astron-agent/tests/verify_tenant_bootstrap.py	372	except VerificationError:	CODE
HIGH	helm/astron-agent/tests/verify_tenant_bootstrap.py	394	except VerificationError:	CODE

Unused Imports183 hits · 172 pts

Severity	File	Line	Context
LOW	core/memory/database/repository/middleware/manager.py	8	CODE
LOW	core/memory/database/repository/middleware/manager.py	9	CODE
LOW	…ry/database/repository/middleware/adapters/__init__.py	3	CODE
LOW	core/memory/database/exceptions/e.py	5	CODE
LOW	core/memory/database/api/__init__.py	8	CODE
LOW	core/memory/database/api/v1/__init__.py	9	CODE
LOW	core/memory/database/api/v1/__init__.py	9	CODE
LOW	core/memory/database/api/v1/__init__.py	9	CODE
LOW	core/memory/database/api/v1/__init__.py	14	CODE
LOW	core/memory/database/api/v1/__init__.py	15	CODE
LOW	core/memory/database/alembic/env.py	23	CODE
LOW	core/memory/database/alembic/env.py	24	CODE
LOW	core/plugin/rpa/tests/unit/test_main.py	7	CODE
LOW	core/plugin/rpa/tests/unit/test_main.py	9	CODE
LOW	core/plugin/rpa/tests/unit/test_main.py	10	CODE
LOW	core/plugin/rpa/tests/unit/test_main.py	11	CODE
LOW	core/plugin/rpa/tests/unit/test_main.py	11	CODE
LOW	core/plugin/rpa/tests/unit/test_main.py	14	CODE
LOW	core/plugin/rpa/tests/unit/test_main.py	15	CODE
LOW	core/plugin/rpa/tests/unit/utils/urls/test_url_util.py	9	CODE
LOW	core/plugin/rpa/tests/unit/utils/log/test_logger.py	7	CODE
LOW	core/plugin/rpa/tests/unit/utils/log/test_logger.py	8	CODE
LOW	core/plugin/rpa/tests/unit/utils/log/test_logger.py	12	CODE
LOW	core/plugin/rpa/tests/unit/api/test_app.py	7	CODE
LOW	core/plugin/rpa/tests/unit/api/test_app.py	8	CODE
LOW	core/plugin/rpa/tests/unit/api/v1/test_execution.py	8	CODE
LOW	core/plugin/rpa/tests/unit/api/v1/test_execution.py	9	CODE
LOW	…in/rpa/tests/unit/api/schemas/test_execution_schema.py	7	CODE
LOW	…in/rpa/tests/unit/api/schemas/test_execution_schema.py	7	CODE
LOW	…e/plugin/rpa/tests/unit/service/xiaowu/test_process.py	8	CODE
LOW	…e/plugin/rpa/tests/unit/service/xiaowu/test_process.py	9	CODE
LOW	core/plugin/rpa/tests/unit/consts/test_const.py	7	CODE
LOW	…e/plugin/rpa/tests/integration/test_api_integration.py	9	CODE
LOW	…e/plugin/rpa/tests/integration/test_api_integration.py	14	CODE
LOW	core/plugin/link/utils/sid/sid_generator2.py	7	CODE
LOW	…e/plugin/link/utils/open_api_schema/response_filter.py	1	CODE
LOW	core/plugin/link/alembic/env.py	7	CODE
LOW	core/plugin/link/domain/models/utils.py	25	CODE
LOW	core/plugin/link/consts/const.py	12	CODE
LOW	core/plugin/link/consts/const.py	12	CODE
LOW	core/plugin/link/consts/const.py	12	CODE
LOW	core/plugin/link/consts/const.py	12	CODE
LOW	core/plugin/link/consts/const.py	12	CODE
LOW	core/plugin/link/consts/const.py	12	CODE
LOW	core/plugin/link/consts/const.py	12	CODE
LOW	core/plugin/link/consts/const.py	12	CODE
LOW	core/plugin/link/consts/const.py	12	CODE
LOW	core/plugin/link/consts/const.py	12	CODE
LOW	core/plugin/link/consts/const.py	12	CODE
LOW	core/plugin/link/consts/const.py	12	CODE
LOW	core/plugin/link/consts/const.py	12	CODE
LOW	core/plugin/link/consts/const.py	12	CODE
LOW	core/plugin/link/consts/const.py	12	CODE
LOW	core/plugin/link/consts/const.py	32	CODE
LOW	core/plugin/link/consts/const.py	32	CODE
LOW	core/plugin/link/consts/const.py	32	CODE
LOW	core/plugin/link/consts/const.py	32	CODE
LOW	core/plugin/link/consts/const.py	32	CODE
LOW	core/plugin/link/consts/const.py	42	CODE
LOW	core/plugin/link/consts/const.py	42	CODE
123 more matches not shown…

Deep Nesting172 hits · 162 pts

Severity	File	Line	Context
LOW	docker/astronAgent/casdoor/test_certificate_config.py	9	CODE
LOW	…cker/astronAgent/casdoor/password-storage/passwords.py	66	CODE
LOW	…cker/astronAgent/casdoor/password-storage/passwords.py	143	CODE
LOW	docker/astronAgent/scripts/verify_security_contract.py	213	CODE
LOW	core/memory/database/main.py	224	CODE
LOW	…e/repository/middleware/database/database_migration.py	26	CODE
LOW	core/memory/database/tests/test_exec_dml.py	350	CODE
LOW	core/memory/database/tests/test_db_operator.py	148	CODE
LOW	core/memory/database/tests/test_db_operator.py	221	CODE
LOW	core/memory/database/tests/test_db_operator.py	383	CODE
LOW	core/memory/database/tests/test_exec_ddl.py	123	CODE
LOW	core/memory/database/utils/retry.py	42	CODE
LOW	core/memory/database/utils/retry.py	55	CODE
LOW	core/memory/database/utils/retry.py	57	CODE
LOW	core/memory/database/api/v1/exec_dml.py	637	CODE
LOW	core/memory/database/api/v1/exec_dml.py	668	CODE
LOW	core/memory/database/api/v1/exec_dml.py	1070	CODE
LOW	core/memory/database/api/v1/db_operator.py	280	CODE
LOW	core/memory/database/api/v1/exec_ddl.py	44	CODE
LOW	core/memory/database/api/v1/exec_ddl.py	120	CODE
LOW	core/memory/database/api/v1/exec_ddl.py	180	CODE
LOW	core/plugin/rpa/main.py	41	CODE
LOW	core/plugin/rpa/infra/xiaowu/tasks.py	93	CODE
LOW	core/plugin/rpa/tests/test_runner.py	289	CODE
LOW	core/plugin/rpa/tests/test_runner.py	169	CODE
LOW	core/plugin/rpa/tests/unit/api/v1/test_health_check.py	83	CODE
LOW	core/plugin/link/main.py	45	CODE
LOW	core/plugin/link/infra/kafka_telemetry.py	68	CODE
LOW	core/plugin/link/infra/tool_crud/process.py	148	CODE
LOW	core/plugin/link/infra/tool_crud/process.py	183	CODE
LOW	core/plugin/link/infra/tool_exector/process.py	281	CODE
LOW	core/plugin/link/infra/tool_exector/process.py	304	CODE
LOW	core/plugin/link/tests/test_runner.py	140	CODE
LOW	core/plugin/link/tests/unit/test_domain_models.py	249	CODE
LOW	core/plugin/link/tests/unit/test_domain_models.py	441	CODE
LOW	core/plugin/link/tests/unit/test_main.py	125	CODE
LOW	core/plugin/link/tests/unit/test_main.py	148	CODE
LOW	…e/plugin/link/utils/open_api_schema/schema_validate.py	96	CODE
LOW	…e/plugin/link/utils/open_api_schema/schema_validate.py	135	CODE
LOW	core/plugin/link/utils/open_api_schema/schema_parser.py	59	CODE
LOW	core/plugin/link/service/enterprise/extension.py	34	CODE
LOW	…/plugin/link/service/community/tools/mcp/mcp_server.py	165	CODE
LOW	…/plugin/link/service/community/tools/mcp/mcp_server.py	264	CODE
LOW	…link/service/community/tools/http/management_server.py	317	CODE
LOW	…link/service/community/tools/http/management_server.py	387	CODE
LOW	…/link/service/community/tools/http/execution_server.py	230	CODE
LOW	core/plugin/link/domain/models/utils.py	341	CODE
LOW	core/plugin/link/domain/models/utils.py	373	CODE
LOW	core/plugin/aitools/platform_account_config.py	60	CODE
LOW	core/plugin/aitools/utils/oss_utils.py	15	CODE
LOW	…aitools/service/ocr_llm/req_ase_ability_ocr_service.py	84	CODE
LOW	…aitools/service/ocr_llm/req_ase_ability_ocr_service.py	123	CODE
LOW	…aitools/service/ocr_llm/req_ase_ability_ocr_service.py	196	CODE
LOW	core/plugin/aitools/service/ise/ise_client.py	50	CODE
LOW	core/plugin/aitools/service/ise/ise_client.py	89	CODE
LOW	core/plugin/aitools/service/ise/ise_client.py	390	CODE
LOW	core/agent/main.py	179	CODE
LOW	core/agent/tests/test_workflow_agent_builder.py	127	CODE
LOW	core/agent/tests/test_workflow_agent_builder.py	172	CODE
LOW	core/agent/api/v1/base_api.py	189	CODE
112 more matches not shown…

Docstring Block Structure30 hits · 150 pts

Severity	File	Line	Snippet	Context
HIGH	core/memory/database/domain/entity/general.py	33	Safely parse and execute SQL with automatic parameter binding. Args: session: SQLAlchemy AsyncSession	STRING
HIGH	core/plugin/link/infra/tool_exector/http_auth.py	135	Parse a URL into its components. Args: requset_url (str): The URL to parse Returns: Url:	STRING
HIGH	core/plugin/link/infra/tool_exector/process.py	227	Execute the HTTP request with proper authentication and validation. Args: span: Tracing span for re	STRING
HIGH	core/plugin/link/domain/models/utils.py	319	Get a field value from a Redis hash. Args: name: The hash name. key: The field key with	STRING
HIGH	core/plugin/link/domain/models/utils.py	342	Delete one or more fields from a Redis hash. Args: name: The hash name. *key: Variable	STRING
HIGH	core/plugin/link/domain/models/utils.py	374	Get all field-value pairs from a Redis hash. Args: name: The hash name. Returns:	STRING
HIGH	core/knowledge/infra/desk/sparkdesk.py	25	Asynchronously execute SparkDesk knowledge base query. Args: query: Query string repo_ids: Kno	STRING
HIGH	core/knowledge/infra/desk/sparkdesk.py	52	Asynchronously send request to SparkDesk API (using aiohttp) Args: body: Request body data met	STRING
HIGH	core/knowledge/infra/xinghuo/xinghuo.py	27	Upload file to Xinghuo knowledge base. Args: url: File URL or path wiki_split_extends: Wiki sp	STRING
HIGH	core/knowledge/infra/xinghuo/xinghuo.py	79	Perform chunking processing on documents. Args: file_id: File ID cut_off: Cutoff character lis	STRING
HIGH	core/knowledge/infra/xinghuo/xinghuo.py	150	Get document chunk content. Args: file_id: File ID Returns: List of document chunk conten	STRING
HIGH	core/knowledge/infra/xinghuo/xinghuo.py	391	Send asynchronous request to Xinghuo knowledge base API. Args: body: Request body data url: Re	STRING
HIGH	core/knowledge/infra/xinghuo/xinghuo.py	533	Process form HTTP response Args: resp: HTTP response object url: Request URL span_cont	STRING
HIGH	core/knowledge/infra/xinghuo/xinghuo.py	606	Send form request to Xinghuo knowledge base API (using native aiohttp). Args: body: Request body data	STRING
HIGH	core/knowledge/infra/aiui/aiui.py	109	Parse document Args: file_url: File URL resource_type: Resource type **kwargs: Other p	STRING
HIGH	core/knowledge/infra/aiui/aiui.py	257	Send request to AIUI service Args: post_body: Request body url: URL method: HTTP metho	STRING
HIGH	core/knowledge/infra/ragflow/ragflow_client.py	493	Upload document to the specified dataset. Resolution strategy: - When ``dataset_id`` is non-empty, resolve	STRING
HIGH	core/knowledge/infra/ragflow/ragflow_client.py	677	Fetch all chunks for a single document by paginating through the RAGFlow API. Uses the server-reported ``total	STRING
HIGH	core/knowledge/infra/ragflow/ragflow_client.py	1084	Wait for RAGFlow to reach a terminal document parsing state. RAGFlow exposes ``run`` as the authoritative stat	STRING
HIGH	core/knowledge/utils/verification.py	12	Check if parameters are non-empty. Args: *args: List of parameters to check Returns: bool	STRING
HIGH	core/knowledge/api/v1/api.py	92	Unified handling of RAG operations, response logging, metric counting, and exception handling. Args: s	STRING
HIGH	core/knowledge/service/rag_strategy_factory.py	30	Get the corresponding strategy instance based on ragType. Args: ragType: The RAG type iden	STRING
HIGH	core/knowledge/service/impl/sparkdesk_strategy.py	52	Split file into multiple chunks Args: fileUrl: File url length_range: Length r	STRING
HIGH	core/knowledge/service/impl/sparkdesk_strategy.py	76	Save chunks to knowledge base Args: doc_id: Document ID group: Group name	STRING
HIGH	core/knowledge/service/impl/sparkdesk_strategy.py	104	Update chunks Args: doc_id: Document ID group: Group name uid: Use	STRING
HIGH	core/knowledge/service/impl/sparkdesk_strategy.py	127	Delete chunks Args: doc_id: Document ID chunk_ids: Chunk ID list *	STRING
HIGH	core/knowledge/service/impl/sparkdesk_strategy.py	146	Query all chunks of a document Args: doc_id: Document ID **kwargs: Other param	STRING
HIGH	core/knowledge/service/impl/sparkdesk_strategy.py	162	Query document name information Args: doc_id: Document ID **kwargs: Other para	STRING
HIGH	core/knowledge/service/impl/ragflow_strategy.py	1006	Delete knowledge chunks using RAGFlow. Args: docId: Document ID chunkIds: List	STRING
HIGH	core/knowledge/service/impl/cbg_strategy.py	302	Delete chunks Args: docId: Document ID chunkIds: Chunk ID list **k	STRING

Modern Structural Boilerplate94 hits · 102 pts

Severity	File	Line	Snippet	Context
LOW	core/memory/database/repository/middleware/base.py	26	def set_ready(self) -> None:	CODE
LOW	…ry/database/repository/middleware/adapters/__init__.py	5	__all__ = ["get_adapter"]	CODE
LOW	core/memory/database/api/__init__.py	10	__all__ = ["CustomException"]	CODE
LOW	core/memory/database/api/v1/__init__.py	17	__all__ = [	CODE
LOW	core/memory/database/domain/entity/schema.py	10	async def set_search_path_by_schema(session: AsyncSession, schema: str) -> None:	CODE
LOW	core/plugin/rpa/utils/log/logger.py	27	def set_log(log_level: Optional[str] = None, log_path: Optional[str] = None) -> None:	CODE
LOW	core/plugin/rpa/api/app.py	134	def set_config() -> None:	CODE
LOW	core/plugin/rpa/consts/const.py	33	__all__ = [	CODE
LOW	core/plugin/link/infra/tool_crud/process.py	91	def update_tools(self, tool_info: List[Dict[str, Any]]) -> None:	CODE
LOW	core/plugin/link/consts/const.py	97	__all__ = [	CODE
LOW	core/plugin/aitools/utils/otlp_utils.py	16	def update_span(response: BaseResponse, span: Optional[SpanLike] = None) -> None:	CODE
LOW	core/plugin/aitools/common/clients/adapters.py	33	def set_attribute(self, key: str, value: object) -> None:	CODE
LOW	core/plugin/aitools/common/clients/adapters.py	36	def set_attributes(self, attr: Dict) -> None:	CODE
LOW⚡	core/plugin/aitools/common/clients/adapters.py	69	def set_attribute(self, key: str, value: object) -> None:	CODE
LOW⚡	core/plugin/aitools/common/clients/adapters.py	72	def set_attributes(self, attr: Dict) -> None:	CODE
LOW⚡	core/plugin/aitools/common/clients/adapters.py	109	def set_attribute(self, key: str, value: object) -> None:	CODE
LOW⚡	core/plugin/aitools/common/clients/adapters.py	113	def set_attributes(self, attr: Dict) -> None:	CODE
LOW	core/plugin/aitools/common/clients/adapters.py	144	def set_attribute(self, key: str, value: object) -> None:	CODE
LOW	core/plugin/aitools/common/clients/adapters.py	147	def set_attributes(self, attr: Dict) -> None:	CODE
LOW	core/agent/tests/test_app_auth.py	43	def _setup_test_environment(monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW	core/agent/tests/test_workflow_agent.py	43	def _setup_test_environment() -> None:	CODE
LOW	core/agent/tests/test_skill_plugin.py	106	def _setup_test_environment(monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW	core/agent/tests/test_workflow_agent_runner.py	30	def _setup_test_environment() -> None:	CODE
LOW	core/agent/tests/test_workflow_agent_builder.py	40	def _setup_test_environment() -> None:	CODE
LOW	core/agent/tests/test_knowledge_plugin.py	33	def _setup_test_environment() -> None:	CODE
LOW	core/agent/tests/test_base_api.py	32	def _setup_test_environment() -> None:	CODE
LOW	core/agent/tests/test_base_llm_model.py	37	def _setup_test_environment(monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW	core/agent/tests/test_plugin_base_link_mcp_workflow.py	38	def _setup_test_environment(monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW	core/agent/tests/test_base_builder.py	49	def _setup_test_environment() -> None:	CODE
LOW	core/agent/tests/test_runner_base_and_chat_cot.py	48	def _setup_test_environment(monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW	core/common/settings/polaris.py	42	def _set_cookie(self, session: requests.Session) -> None:	CODE
LOW	core/common/settings/polaris.py	57	def set_env(configs_content: str) -> None:	CODE
LOW	core/common/health/__init__.py	3	__all__ = ["create_health_router"]	CODE
LOW	core/common/otlp/metrics/meter.py	52	def set_label(self, key: str, value: str) -> None:	CODE
LOW⚡	core/common/otlp/log_trace/node_log.py	102	def set_next_node_id(self, next_id: str) -> None:	CODE
LOW⚡	core/common/otlp/log_trace/node_log.py	110	def set_first_frame_duration(self) -> None:	CODE
LOW⚡	core/common/otlp/log_trace/node_log.py	119	def set_node_first_cost_time(self, cost_time: float) -> None:	CODE
LOW⚡	core/common/otlp/log_trace/node_log.py	127	def set_start(self) -> None:	CODE
LOW⚡	core/common/otlp/log_trace/node_log.py	135	def set_end(self) -> None:	CODE
LOW	core/common/otlp/log_trace/node_trace_log.py	68	def set_end(self) -> None:	CODE
LOW	core/common/otlp/log_trace/node_trace_log.py	81	def set_status(self, code: int, message: str) -> None:	CODE
LOW	core/common/otlp/trace/span_instance.py	160	def set_status(self, status: Status) -> None:	CODE
LOW	core/common/otlp/trace/span_instance.py	185	def set_code(self, code: int, node_log: Optional[NodeLog] = None) -> None:	CODE
LOW	core/common/otlp/trace/langfuse.py	1083	__all__ = [	CODE
LOW	core/common/otlp/trace/span.py	117	def set_status(self, status: Status) -> None:	CODE
LOW	core/common/otlp/trace/span.py	138	def set_code(self, code: int, node_log: Optional[NodeLog] = None) -> None:	CODE
LOW	core/common/service/base.py	23	def set_ready(self) -> None:	CODE
LOW	core/knowledge/infra/__init__.py	10	__all__ = [	CODE
LOW	core/knowledge/infra/desk/__init__.py	10	__all__ = [	CODE
LOW	core/knowledge/infra/xinghuo/__init__.py	23	__all__ = [	CODE
LOW	core/knowledge/infra/aiui/__init__.py	19	__all__ = [	CODE
LOW	core/knowledge/infra/ragflow/ragflow_utils.py	30	logger = logging.getLogger(__name__)	CODE
LOW	core/knowledge/infra/ragflow/__init__.py	26	__all__ = [	CODE
LOW	core/knowledge/infra/ragflow/ragflow_client.py	32	logger = logging.getLogger(__name__)	CODE
LOW	…/knowledge/tests/service/impl/ragflow_strategy_test.py	39	def _setup_mock_data(self) -> None:	CODE
LOW	core/knowledge/exceptions/__init__.py	16	__all__ = [	CODE
LOW	core/knowledge/service/__init__.py	12	__all__ = [	CODE
LOW	core/knowledge/service/impl/__init__.py	12	__all__ = [	CODE
LOW	core/knowledge/service/impl/ragflow_strategy.py	22	logger = logging.getLogger(__name__)	CODE
LOW	core/knowledge/domain/__init__.py	11	__all__ = [	CODE
34 more matches not shown…

Redundant / Tautological Comments54 hits · 84 pts

Severity	File	Line	Snippet	Context
LOW	docker/ragflow/migration.sh	80	# Check if any of our target volumes are used by this container	COMMENT
LOW	docker/ragflow/migration.sh	135	# Check if any containers are using the volumes	COMMENT
LOW⚡	docker/ragflow/migration.sh	183	# Check if any containers are using the volumes	COMMENT
LOW⚡	docker/ragflow/migration.sh	186	# Check if backup folder exists	COMMENT
LOW⚡	docker/ragflow/migration.sh	192	# Check if all backup files exist	COMMENT
LOW	docker/ragflow/migration.sh	267	# Check if Docker is available	COMMENT
LOW	docker/ragflow/launch_backend_service.sh	12	# Check if .env file exists	COMMENT
LOW	core/memory/database/repository/middleware/getters.py	26	# Set search_path to admin schema each time a session is obtained	COMMENT
LOW	core/memory/database/api/v1/exec_dml.py	729	# Check if name is empty	COMMENT
LOW	core/memory/database/api/v1/exec_ddl.py	249	# Check if name is empty	COMMENT
LOW⚡	core/plugin/rpa/tests/unit/api/v1/test_health_check.py	88	# Check if the function has been registered with the router	COMMENT
LOW⚡	core/plugin/link/tests/unit/test_infra_fixed.py	210	# Check if the instance has expected attributes	COMMENT
LOW	core/plugin/link/utils/security/access_interceptor.py	30	# Check if any domain in blacklist is present in URL	COMMENT
LOW	core/plugin/link/utils/security/access_interceptor.py	142	# Check if IP is blacklisted	COMMENT
LOW	core/plugin/link/utils/security/access_interceptor.py	146	# Check if it's a loopback address	COMMENT
LOW	core/plugin/link/utils/security/access_interceptor.py	171	# Check if it's a loopback address (IPv4: 127.0.0.0/8, IPv6: ::1/128)	COMMENT
LOW	…link/service/community/tools/http/management_server.py	367	if tool_info: # Check if tool_info is not None	CODE
LOW	…aitools/service/ocr_llm/req_ase_ability_ocr_service.py	101	# Check if it is a title row	COMMENT
LOW	…e/plugin/aitools/service/dial_test/dial_test_client.py	179	# Print results	COMMENT
LOW	…/knowledge/tests/service/impl/ragflow_strategy_test.py	637	# Check if it's an error return	COMMENT
LOW	…/knowledge/tests/service/impl/ragflow_strategy_test.py	759	# Check if save was successful	COMMENT
LOW	core/knowledge/service/rag_strategy_factory.py	47	# Check if the class is abstract	COMMENT
LOW	core/knowledge/service/rag_strategy_factory.py	81	# Check if the class is abstract	COMMENT
LOW	core/knowledge/service/impl/ragflow_strategy.py	596	# Check if chunk already exists	COMMENT
LOW	…flow/infra/providers/llm/iflytek_spark/spark_fc_llm.py	114	# Check if it's a quick repair: if the last character of sid is '1', it's a quick repair	COMMENT
LOW	…flow/infra/providers/llm/iflytek_spark/spark_fc_llm.py	170	# Check if it's a quick repair: if the last character of sid is '1', it's a quick repair	COMMENT
LOW	core/workflow/cache/event_registry.py	273	# Check if retries field exists	COMMENT
LOW	…rkflow/tests/engine/callbacks/test_callback_handler.py	208	# Check if response was put in queue	COMMENT
LOW	…rkflow/tests/engine/callbacks/test_callback_handler.py	933	# Add node to queue	COMMENT
LOW	core/workflow/extensions/otlp/trace/span.py	241	# Check if content exceeds size limit	COMMENT
LOW	core/workflow/extensions/otlp/trace/span.py	277	# Check if content exceeds size limit	COMMENT
LOW	core/workflow/extensions/otlp/trace/span.py	311	# Check if content exceeds size limit	COMMENT
LOW	core/workflow/extensions/otlp/trace/span.py	347	# Check if content exceeds size limit	COMMENT
LOW	core/workflow/extensions/fastapi/middleware/auth.py	174	# Check if the path is in the exclude paths	COMMENT
LOW	core/workflow/service/license_service.py	23	# Check if license already exists for this app and group	COMMENT
LOW	core/workflow/service/auth_service.py	64	# Check if workflow is published or not taken off from all platforms	COMMENT
LOW	core/workflow/service/audit_service.py	45	# Check if this is an empty end frame that needs audit	COMMENT
LOW	core/workflow/service/audit_service.py	186	# Check if this is the final response	COMMENT
LOW	core/workflow/service/publish_service.py	85	# Check if tenant has permission to publish to target platform	COMMENT
LOW	core/workflow/service/publish_service.py	95	# Check if tenant has permission for workflow's source platform	COMMENT
LOW	core/workflow/service/publish_service.py	271	# Check if a workflow with the same group_id and version already exists	COMMENT
LOW	core/workflow/engine/dsl_engine.py	262	# Check if first token has been sent	COMMENT
LOW	core/workflow/engine/dsl_engine.py	930	# Check if node needs to be executed	COMMENT
LOW	core/workflow/engine/dsl_engine.py	1034	# Check if this is a branch type node	COMMENT
LOW	core/workflow/engine/dsl_engine.py	1161	# Check if error handling is needed	COMMENT
LOW	core/workflow/engine/dsl_engine.py	1359	# Check if node is already being processed	COMMENT
LOW	core/workflow/engine/dsl_engine.py	1756	# Check if there are any active chains	COMMENT
LOW	core/workflow/engine/dsl_engine.py	2439	# Check if normal path exists	COMMENT
LOW	core/workflow/engine/callbacks/callback_handler.py	582	# Check if queue consumption is complete	COMMENT
LOW	…w/engine/nodes/question_answer/question_answer_node.py	690	# Return result	COMMENT
LOW	core/workflow/engine/nodes/llm/spark_llm_node.py	215	# Check if this input is defined as multimodal in the DSL protocol	COMMENT
LOW	core/workflow/engine/nodes/plugin_tool/plugin_node.py	66	# Check if current key matches the target business input key	COMMENT
LOW	core/workflow/engine/nodes/agent/agent_node.py	632	# Set has_sent_first_token to True	COMMENT
LOW	.github/workflows/release.yml	62	# Check if it's a pre-release version (contains -, alpha, beta, rc, etc.)	COMMENT

Self-Referential Comments27 hits · 84 pts

Severity	File	Line	Snippet	Context
MEDIUM	core/memory/database/repository/middleware/manager.py	72	# Create the actual service	COMMENT
MEDIUM	core/memory/database/tests/test_exec_dml.py	561	# Create a parsed SQL with potentially invalid expression	COMMENT
MEDIUM	core/memory/database/tests/test_common.py	160	# Create a mock DBAPIError	COMMENT
MEDIUM	core/memory/database/tests/test_common.py	204	# Create a mock general exception	COMMENT
MEDIUM	core/plugin/link/tests/unit/test_utils.py	371	# Create a more realistic mock record	COMMENT
MEDIUM	core/plugin/link/tests/unit/test_infra_fixed.py	136	# Create a proper mock span with context manager support	COMMENT
MEDIUM	…lugin/aitools/tests/api/routes/test_service_scanner.py	24	# Create a mock service function	COMMENT
MEDIUM	core/common/tests/test_audit_system.py	374	# Create a mock output frame	COMMENT
MEDIUM	core/common/tests/test_audit_system.py	391	# Create a mock output frame	COMMENT
MEDIUM	core/common/tests/test_audit_system.py	426	# Create a concrete implementation for testing	COMMENT
MEDIUM	core/common/tests/test_service_base.py	16	# Create a concrete service class for testing	COMMENT
MEDIUM	core/common/tests/test_main.py	146	# Create a test service	COMMENT
MEDIUM	core/common/service/__init__.py	68	# Create the actual service	COMMENT
MEDIUM⚡	core/knowledge/api/v1/api.py	145	# Create a CodeEnum-like object for the response	COMMENT
MEDIUM⚡	core/knowledge/api/v1/api.py	154	# Create a CodeEnum-like object for the response	COMMENT
MEDIUM	core/workflow/main.py	99	# Create the FastAPI application instance	COMMENT
MEDIUM	…rkflow/tests/engine/callbacks/test_callback_handler.py	798	# Create a task that will be cancelled	COMMENT
MEDIUM	…rkflow/tests/engine/callbacks/test_callback_handler.py	863	# Create a second result to continue loop after exception	COMMENT
MEDIUM	core/workflow/extensions/middleware/manager.py	83	# Create the actual service	COMMENT
MEDIUM	core/workflow/extensions/middleware/database/utils.py	34	# Create a new session from the database service engine	COMMENT
MEDIUM	core/workflow/extensions/otlp/util/ip.py	17	# Create a UDP socket for connection testing	COMMENT
MEDIUM	core/workflow/extensions/otlp/metric/metric.py	89	# Create a Meter from the global MeterProvider	COMMENT
MEDIUM	core/workflow/service/publish_service.py	278	# Create a new versioned workflow backup	COMMENT
MEDIUM	core/workflow/engine/nodes/llm/spark_llm_node.py	206	# Create a mapping from input identifiers to their DSL-defined fileTypes	COMMENT
MEDIUM	core/workflow/engine/nodes/message/message_node.py	59	# Initialize execution variables	COMMENT
MEDIUM	core/workflow/engine/nodes/end/end_node.py	61	# Initialize execution variables	COMMENT
MEDIUM	helm/astron-agent/examples/external-minio-values.yaml	3	# Create the referenced Secret separately. Never commit the literal values:	COMMENT

Over-Commented Block82 hits · 82 pts

Severity	File	Line	Snippet	Context
LOW	.pre-commit-config.yaml	1	# =============================================================================	COMMENT
LOW	docker/ragflow/docker-compose-macos.yml	61	# - ./ragflow-logs:/ragflow/logs	COMMENT
LOW	docker/ragflow/docker-compose.yml	1	include:	COMMENT
LOW	docker/ragflow/docker-compose.yml	61	# - ./nginx/ragflow.conf:/etc/nginx/conf.d/ragflow.conf	COMMENT
LOW	docker/astronAgent/docker-compose.yaml	201	# image: elasticsearch:7.16.2	COMMENT
LOW	docker/astronAgent/docker-compose.yaml	221	# image: kibana:7.16.2	COMMENT
LOW	docker/astronAgent/docker-compose.yaml	241	# KAFKA_LISTENER_SECURITY_PROTOCOL_MAP: CONTROLLER:PLAINTEXT,PLAINTEXT:PLAINTEXT	COMMENT
LOW	docker/astronAgent/docker-compose.yaml	341	timeout: ${HEALTH_CHECK_TIMEOUT:-10s}	COMMENT
LOW	docker/astronAgent/docker-compose-with-auth.yaml	1	# ============================================================================	COMMENT
LOW	core/memory/database/alembic/alembic.ini	1	# A generic, single database configuration.	COMMENT
LOW	core/memory/database/alembic/alembic.ini	21	# timezone =	COMMENT
LOW	core/memory/database/alembic/alembic.ini	41		COMMENT
LOW	core/memory/database/alembic/alembic.ini	61		COMMENT
LOW	core/plugin/link/alembic.ini	1	# A generic, single database configuration.	COMMENT
LOW	core/plugin/link/alembic.ini	21	# timezone =	COMMENT
LOW	core/plugin/link/alembic.ini	41		COMMENT
LOW	core/plugin/link/alembic.ini	61	# Database URL will be read from config.env file via env.py	COMMENT
LOW	…re/plugin/link/utils/json_schemas/read_json_schemas.py	181	import jsonschema	COMMENT
LOW	…re/plugin/link/utils/json_schemas/read_json_schemas.py	201	# "tool_ids": [	COMMENT
LOW	…re/plugin/link/utils/json_schemas/read_json_schemas.py	221	# # {	COMMENT
LOW	…re/plugin/link/utils/json_schemas/read_json_schemas.py	241	# {	COMMENT
LOW	…re/plugin/link/utils/json_schemas/read_json_schemas.py	261	# "input": "xxxxxxxx"	COMMENT
LOW	…re/plugin/link/utils/json_schemas/read_json_schemas.py	301	# "description": "xxxxxx",	COMMENT
LOW	core/plugin/aitools/tests/const/test_const.py	321	assert os.getenv(SERVICE_NAME_KEY) == "test_service"	COMMENT
LOW	core/workflow/alembic/alembic.ini	1	# A generic, single database configuration.	COMMENT
LOW	core/workflow/alembic/alembic.ini	21	# timezone =	COMMENT
LOW	core/workflow/alembic/alembic.ini	41		COMMENT
LOW	core/workflow/alembic/alembic.ini	61		COMMENT
LOW	core/workflow/engine/nodes/llm/prompt_ai_personal.py	1	# System template for AI personality role-playing	COMMENT
LOW	makefiles/parse_localci.sh	1	#!/usr/bin/env bash	COMMENT
LOW	examples/TEMPLATE/workflow.yml	1	# Replace this file with your exported Astron Agent workflow DSL.	COMMENT
LOW	.github/workflows/codeql-security-analysis.yml	1	# For most projects, this workflow file will not need changing; you simply need	COMMENT
LOW	.github/workflows/codeql-security-analysis.yml	61	build-mode: none	COMMENT
LOW	.github/workflows/codeql-security-analysis.yml	81	- name: Initialize CodeQL	COMMENT
LOW	console/frontend/src/types/plugin-store.ts	201	type: string;	COMMENT
LOW	console/frontend/src/constants/index.ts	101	// iconAct: promptTabActive,	COMMENT
LOW	console/frontend/src/utils/spark-utils.ts	421	return output ?? [];	COMMENT
LOW	console/frontend/src/utils/spark-utils.ts	441	// setQueryString,	COMMENT
LOW	console/frontend/src/utils/spark-utils.ts	461	// getSourceResultArray,	COMMENT
LOW	console/frontend/src/utils/record/recorder-core.js	701	// sourceStream:MediaStream Object	COMMENT
LOW	console/frontend/src/utils/record/record.js	181	this.transferUploadNumberMax,	COMMENT
LOW	…e/frontend/src/permissions/config/route-permissions.ts	1	import {	COMMENT
LOW	…e/frontend/src/permissions/config/route-permissions.ts	21	// module: ModuleType.SPACE,	COMMENT
LOW	…e/frontend/src/permissions/config/route-permissions.ts	41		COMMENT
LOW	…e/frontend/src/permissions/config/route-permissions.ts	61	// path: '/management/evaluation_createTask',	COMMENT
LOW	…e/frontend/src/permissions/config/route-permissions.ts	81	// path: '/management/evaluation/dimensions',	COMMENT
LOW	…e/frontend/src/permissions/config/route-permissions.ts	101	module: ModuleType.SPACE,	COMMENT
LOW	…e/frontend/src/permissions/config/route-permissions.ts	121	// {	COMMENT
LOW	…/src/components/sidebar/bottom-login/index.module.scss	81	flex: 1;	COMMENT
LOW	…/src/components/sidebar/bottom-login/index.module.scss	401	// background: transparent;	COMMENT
LOW	console/frontend/src/components/wx-modal/index.tsx	101	// return values;	COMMENT
LOW	console/frontend/src/components/wx-modal/index.tsx	121	// // });	COMMENT
LOW	console/frontend/src/components/wx-modal/index.tsx	141	// })	COMMENT
LOW	console/frontend/src/components/wx-modal/index.tsx	161	// setUnBindStatus(false);	COMMENT
LOW	console/frontend/src/components/wx-modal/index.tsx	181	// botId?: string;	COMMENT
LOW	console/frontend/src/components/wx-modal/index.tsx	201	// setIsClickMcp(true);	COMMENT
LOW	console/frontend/src/components/wx-modal/index.tsx	261	});	COMMENT
LOW	console/frontend/src/components/wx-modal/index.tsx	281	// return (flag = true);	COMMENT
LOW	console/frontend/src/components/wx-modal/index.tsx	301	// type: arr?.[0]?.allowedFileType?.[0] ?? '',	COMMENT
LOW	…le/frontend/src/components/space/space-modal/index.tsx	141		COMMENT
22 more matches not shown…

Modern AI Meta-Vocabulary24 hits · 64 pts

Severity	File	Line	Snippet	Context
MEDIUM	CONTRIBUTING.md	128	│ └── workflow/ # Workflow orchestration (Python)	CODE
MEDIUM	core/workflow/engine/nodes/knowledge_pro/consts.py	18	AGENTIC_RAG = 1 # Agent-based RAG with deep search capabilities	CODE
MEDIUM	core/workflow/engine/nodes/knowledge_pro/consts.py	19	LONG_RAG = 2 # Long context RAG for extended document processing	CODE
MEDIUM	core/workflow/engine/nodes/knowledge_pro/consts.py	48	AIUI_RAG2 = 1 # AIUI RAG version 2 repository	CODE
MEDIUM	core/workflow/engine/nodes/knowledge_pro/consts.py	49	CBG_RAG = 2 # CBG (Content-Based Generation) RAG repository	CODE
MEDIUM	…kflow/engine/nodes/knowledge_pro/knowledge_pro_node.py	56	# RAG configuration parameters	COMMENT
MEDIUM	…kflow/engine/nodes/knowledge_pro/knowledge_pro_node.py	57	ragType: Literal[1, 2] = Field(...) # RAG type (1: AGENTIC_RAG, 2: LONG_RAG)	CODE
MEDIUM	…kflow/engine/nodes/knowledge_pro/knowledge_pro_node.py	133	# Validate CBG RAG parameters before proceeding	COMMENT
MEDIUM	core/workflow/engine/nodes/knowledge/knowledge_node.py	81	) # Type of RAG (Retrieval-Augmented Generation) to use	CODE
MEDIUM	…rkflow/engine/nodes/knowledge/knowledge_expert_node.py	66	) # Type of RAG (Retrieval-Augmented Generation) to use	CODE
MEDIUM	faq/features.md	66	## 知识库（RAG）引用有问题，无法检索或回答？	COMMENT
MEDIUM	faq/features.md	71	## 知识库 (RAG) 如何防止模型幻觉？	COMMENT
MEDIUM	faq/features.md	489	## Agent 有几种接入 RAG（知识库）的方式？	COMMENT
MEDIUM	docs/DEPLOYMENT_GUIDE.md	230	# Create Spark RAG dataset	COMMENT
MEDIUM	docs/CONTRIBUTING.md	128	│ └── workflow/ # Workflow orchestration (Python)	CODE
MEDIUM	docs/DEPLOYMENT_GUIDE_WITH_AUTH.md	154	# Create Spark RAG dataset	COMMENT
MEDIUM	docs/DEPLOYMENT_GUIDE_WITH_AUTH_RPA.md	155	# Create Spark RAG dataset	COMMENT
MEDIUM	…/resources/db/migration/V1.14__insert_config_data2.sql	2083	"markdown": "## Purpose\\nIn complex scenarios, use intelligent strategy to query knowledge base and generate su	STRING
MEDIUM	…es/db/migration/V1.17__insert_workflow_node_config.sql	152	"markdown": "## 用途\\n在复杂的场景下，通过智能策略调用知识库，可以指定知识库进行知识检索和总结回复。\\n## 回答模式\\n选择用于对问题进行拆解以及对召回结果进行总结的大模型。\\n## 策略选择\\	CODE
MEDIUM	…n/resources/db/migration/V1.13__insert_config_data.sql	1648	"markdown": "## 用途\\n在复杂的场景下，通过智能策略调用知识库，可以指定知识库进行知识检索和总结回复。\\n## 回答模式\\n选择用于对问题进行拆解以及对召回结果进行总结的大模型。\\n## 策略选择\\	STRING
MEDIUM⚡	…end/toolkit/src/main/resources/application-toolkit.yml	46	# RAG/Search generates maximum character count threshold (too large affects performance)	COMMENT
MEDIUM⚡	…end/toolkit/src/main/resources/application-toolkit.yml	48	# CBG RAG compatible source types (sources that have same behavior as CBG-RAG)	COMMENT
MEDIUM⚡	…end/toolkit/src/main/resources/application-toolkit.yml	52	# AIUI RAG compatible source types (sources that have same behavior as AIUI-RAG2)	COMMENT
MEDIUM⚡	…end/toolkit/src/main/resources/application-toolkit.yml	55	# Spark RAG compatible source types (sources that have same behavior as SparkDesk-RAG)	COMMENT

Structural Annotation Overuse33 hits · 58 pts

Severity	File	Line	Snippet	Context
LOW⚡	…/knowledge/tests/service/impl/ragflow_strategy_test.py	713	# Step 1: Save some chunks for subsequent update	COMMENT
LOW⚡	…/knowledge/tests/service/impl/ragflow_strategy_test.py	890	# Step 1: File split	COMMENT
LOW	…/knowledge/tests/service/impl/ragflow_strategy_test.py	771	# Step 2: Prepare update data	COMMENT
LOW	…/knowledge/tests/service/impl/ragflow_strategy_test.py	909	# Step 2: Batch save test	COMMENT
LOW	…/knowledge/tests/service/impl/ragflow_strategy_test.py	933	# Step 3: Single chunk update test	COMMENT
LOW	…/knowledge/tests/service/impl/ragflow_strategy_test.py	967	# Step 4: Query interface test	COMMENT
LOW	…/knowledge/tests/service/impl/ragflow_strategy_test.py	996	# Step 5: Validate final state	COMMENT
LOW⚡	core/knowledge/service/impl/ragflow_strategy.py	449	# Step 7: Convert to standard format	COMMENT
LOW	core/knowledge/service/impl/ragflow_strategy.py	415	# Step 1: Resolve dataset	COMMENT
LOW	core/knowledge/service/impl/ragflow_strategy.py	1083	# Step 1: Get total count	COMMENT
LOW	core/knowledge/service/impl/ragflow_strategy.py	1103	# Step 2: Get all data	COMMENT
LOW⚡	core/workflow/infra/audit_system/utils.py	92	# Step 1: Try to split by ending punctuation to find complete sentences	COMMENT
LOW⚡	core/workflow/infra/audit_system/utils.py	99	# Step 2: If no complete sentences found, split by non-ending punctuation	COMMENT
LOW⚡	core/workflow/infra/audit_system/utils.py	107	# Step 3: Fallback - return first N characters as a single sentence	COMMENT
LOW⚡	core/workflow/engine/entities/history.py	38	# Step 1: Classify images and other elements	COMMENT
LOW⚡	core/workflow/engine/entities/history.py	41	# Step 2: Take the latest image only	COMMENT
LOW⚡	core/workflow/engine/entities/history.py	45	# Step 3: Group other messages in pairs (one round = 2 messages)	COMMENT
LOW⚡	core/workflow/engine/entities/history.py	50	# Step 4: Limit by rounds	COMMENT
LOW⚡	core/workflow/engine/entities/history.py	55	# Step 5: Combine history	COMMENT
LOW	docs/DEPLOYMENT_GUIDE.md	27	### Step 1: Start Casdoor Identity Authentication Service	COMMENT
LOW	docs/DEPLOYMENT_GUIDE.md	46	### Step 2: Start RagFlow Knowledge Base Service (Optional)	COMMENT
LOW	docs/DEPLOYMENT_GUIDE.md	75	### Step 3: Integrate Casdoor and Basic Environment Configuration (Configure as needed)	COMMENT
LOW	docs/DEPLOYMENT_GUIDE.md	154	### Step 4: Start astronAgent Core Services (Required Deployment Step)	COMMENT
LOW	docs/DEPLOYMENT_GUIDE_WITH_AUTH.md	27	### Step 1: Start RagFlow Knowledge Base Service (Optional, deploy as needed)	COMMENT
LOW	docs/DEPLOYMENT_GUIDE_WITH_AUTH.md	62	### Step 2: Configure AstronAgent Environment Variables	COMMENT
LOW	docs/DEPLOYMENT_GUIDE_WITH_AUTH.md	169	### Step 3: Start AstronAgent Core Services (Including Casdoor Authentication Service)	COMMENT
LOW	docs/DEPLOYMENT_GUIDE_WITH_AUTH.md	189	### Step 4: Configure Platform Account Management (Optional, configure business capabilities as needed)	COMMENT
LOW	docs/DEPLOYMENT_GUIDE_WITH_AUTH.md	200	### Step 5: Modify Casdoor Authentication (Optional)	COMMENT
LOW	docs/DEPLOYMENT_GUIDE_WITH_AUTH_RPA.md	28	### Step 1: Start RagFlow Knowledge Base Service (Optional, deploy as needed)	COMMENT
LOW	docs/DEPLOYMENT_GUIDE_WITH_AUTH_RPA.md	63	### Step 2: Configure AstronAgent Environment Variables	COMMENT
LOW	docs/DEPLOYMENT_GUIDE_WITH_AUTH_RPA.md	170	### Step 3: Start AstronAgent Core Services (includes Casdoor authentication service, RPA backend service)	COMMENT
LOW	docs/DEPLOYMENT_GUIDE_WITH_AUTH_RPA.md	189	### Step 4: Configure Platform Account Management (Optional, configure business capabilities as needed)	COMMENT
LOW	docs/DEPLOYMENT_GUIDE_WITH_AUTH_RPA.md	200	### Step 5: Modify Casdoor Authentication (Optional)	COMMENT

Magic Placeholder Names9 hits · 48 pts

Severity	File	Line	Snippet	Context
HIGH	examples/README.md	76	or phone numbers. Remove or replace them with placeholders (e.g. `YOUR_API_KEY`) before	CODE
HIGH	examples/README.md	118	- 不含任何密钥:⚠️ 导出的 DSL 可能内嵌 API Key、token、个人端点、OSS 地址、手机号等,提交前务必删除或替换为占位符(如 `YOUR_API_KEY`)。含真实凭据的 PR 会被拒绝。	CODE
HIGH	examples/TEMPLATE/workflow.yml	19	# and replace them with placeholders such as YOUR_API_KEY.	COMMENT
HIGH	examples/ai-radio-podcast/workflow.yml	451	apiKey: YOUR_API_KEY	CODE
HIGH	examples/ai-radio-podcast/workflow.yml	585	apiKey: YOUR_API_KEY	CODE
HIGH	examples/ai-radio-podcast/workflow.yml	760	apiKey: YOUR_API_KEY	CODE
HIGH	examples/ai-radio-podcast/workflow.yml	863	apiKey: YOUR_API_KEY	CODE
HIGH	examples/ai-radio-podcast/workflow.yml	964	apiKey: YOUR_API_KEY	CODE
HIGH	examples/ai-radio-podcast/README.md	35	2. Replace the `YOUR_API_KEY` / `YOUR_API_SECRET` / `YOUR_APP_ID` placeholders with your own credentials.	CODE

Verbosity Indicators19 hits · 37 pts

Severity	File	Line	Snippet	Context
LOW⚡	…/knowledge/tests/service/impl/ragflow_strategy_test.py	713	# Step 1: Save some chunks for subsequent update	COMMENT
LOW⚡	…/knowledge/tests/service/impl/ragflow_strategy_test.py	890	# Step 1: File split	COMMENT
LOW	…/knowledge/tests/service/impl/ragflow_strategy_test.py	771	# Step 2: Prepare update data	COMMENT
LOW	…/knowledge/tests/service/impl/ragflow_strategy_test.py	909	# Step 2: Batch save test	COMMENT
LOW	…/knowledge/tests/service/impl/ragflow_strategy_test.py	933	# Step 3: Single chunk update test	COMMENT
LOW	…/knowledge/tests/service/impl/ragflow_strategy_test.py	967	# Step 4: Query interface test	COMMENT
LOW	…/knowledge/tests/service/impl/ragflow_strategy_test.py	996	# Step 5: Validate final state	COMMENT
LOW⚡	core/knowledge/service/impl/ragflow_strategy.py	449	# Step 7: Convert to standard format	COMMENT
LOW	core/knowledge/service/impl/ragflow_strategy.py	415	# Step 1: Resolve dataset	COMMENT
LOW	core/knowledge/service/impl/ragflow_strategy.py	1083	# Step 1: Get total count	COMMENT
LOW	core/knowledge/service/impl/ragflow_strategy.py	1103	# Step 2: Get all data	COMMENT
LOW⚡	core/workflow/infra/audit_system/utils.py	92	# Step 1: Try to split by ending punctuation to find complete sentences	COMMENT
LOW⚡	core/workflow/infra/audit_system/utils.py	99	# Step 2: If no complete sentences found, split by non-ending punctuation	COMMENT
LOW⚡	core/workflow/infra/audit_system/utils.py	107	# Step 3: Fallback - return first N characters as a single sentence	COMMENT
LOW⚡	core/workflow/engine/entities/history.py	38	# Step 1: Classify images and other elements	COMMENT
LOW⚡	core/workflow/engine/entities/history.py	41	# Step 2: Take the latest image only	COMMENT
LOW⚡	core/workflow/engine/entities/history.py	45	# Step 3: Group other messages in pairs (one round = 2 messages)	COMMENT
LOW⚡	core/workflow/engine/entities/history.py	50	# Step 4: Limit by rounds	COMMENT
LOW⚡	core/workflow/engine/entities/history.py	55	# Step 5: Combine history	COMMENT

Fake / Example Data34 hits · 36 pts

Severity	File	Line	Snippet	Context
LOW⚡	docker/astronAgent/casdoor/conf/init_data.json	842	"placeholder": "",	CODE
LOW⚡	docker/astronAgent/casdoor/conf/init_data.json	851	"placeholder": "",	CODE
LOW⚡	docker/astronAgent/casdoor/conf/init_data.json	860	"placeholder": "",	CODE
LOW⚡	docker/astronAgent/casdoor/conf/init_data.json	869	"placeholder": "",	CODE
LOW⚡	docker/astronAgent/casdoor/conf/init_data.json	878	"placeholder": "",	CODE
LOW⚡	docker/astronAgent/casdoor/conf/init_data.json	887	"placeholder": "",	CODE
LOW⚡	docker/astronAgent/casdoor/conf/init_data.json	896	"placeholder": "",	CODE
LOW⚡	docker/astronAgent/casdoor/conf/init_data.json	905	"placeholder": "",	CODE
LOW⚡	docker/astronAgent/casdoor/conf/init_data.json	914	"placeholder": "",	CODE
LOW⚡	docker/astronAgent/casdoor/conf/init_data.json	923	"placeholder": "",	CODE
LOW⚡	docker/astronAgent/casdoor/conf/init_data.json	932	"placeholder": "",	CODE
LOW	docker/astronAgent/casdoor/conf/init_data.json	713	"placeholder": "",	CODE
LOW	docker/astronAgent/casdoor/conf/init_data.json	726	"placeholder": "",	CODE
LOW	docker/astronAgent/casdoor/conf/init_data.json	739	"placeholder": "",	CODE
LOW	docker/astronAgent/casdoor/conf/init_data.json	752	"placeholder": "",	CODE
LOW	docker/astronAgent/casdoor/conf/init_data.json	765	"placeholder": "",	CODE
LOW	docker/astronAgent/casdoor/conf/init_data.json	778	"placeholder": "",	CODE
LOW	docker/astronAgent/casdoor/conf/init_data.json	791	"placeholder": "",	CODE
LOW	docker/astronAgent/casdoor/conf/init_data.json	804	"placeholder": "",	CODE
LOW	docker/astronAgent/casdoor/conf/init_data.json	817	"placeholder": "",	CODE
LOW	docker/astronAgent/casdoor/conf/init_data.json	830	"placeholder": "",	CODE
LOW	docker/astronAgent/casdoor/conf/init_data.json	1054	"placeholder": "",	CODE
LOW	docker/astronAgent/casdoor/conf/init_data.json	1067	"placeholder": "",	CODE
LOW	docker/astronAgent/casdoor/conf/init_data.json	1080	"placeholder": "",	CODE
LOW	docker/astronAgent/casdoor/conf/init_data.json	1093	"placeholder": "",	CODE
LOW	docker/astronAgent/casdoor/conf/init_data.json	1106	"placeholder": "",	CODE
LOW	docker/astronAgent/casdoor/conf/init_data.json	1119	"placeholder": "",	CODE
LOW	docker/astronAgent/casdoor/conf/init_data.json	1132	"placeholder": "",	CODE
LOW	docker/astronAgent/casdoor/conf/init_data.json	1145	"placeholder": "",	CODE
LOW	docker/astronAgent/casdoor/conf/init_data.json	1394	"email": "admin@example.com",	CODE
LOW	…re/plugin/link/utils/json_schemas/read_json_schemas.py	266	# "placeholder": [	COMMENT
LOW	…utils/json_schemas/schema_files/action_run_schema.json	265	"placeholder": {	CODE
LOW	…c/components/workflow/modal/knowledge-detail/index.tsx	1015	searchRef.current.setAttribute('placeholder', '请输入');	CODE
LOW	…source-management/knowledge-detail/file-page/index.tsx	253	// searchRef.current.setAttribute('placeholder', '请输入')	COMMENT

Cross-Language Confusion5 hits · 32 pts

Severity	File	Line	Snippet	Context
HIGH⚡	docker/astronAgent/scripts/verify_security_contract.py	939	safe_token "$workflow_key" 32 128 \|\| exit 22	CODE
HIGH⚡	docker/astronAgent/scripts/verify_security_contract.py	940	safe_token "$tenant_key" 32 50 \|\| exit 23	CODE
HIGH⚡	docker/astronAgent/scripts/verify_security_contract.py	941	safe_token "$tenant_secret" 32 50 \|\| exit 24	CODE
HIGH	…e/agent/engine/nodes/cot_process/cot_process_prompt.py	37	"call tool": null,	CODE
HIGH	core/workflow/engine/nodes/question_answer/prompt.py	73	"<缺失字段名1>": null,	CODE

AI Structural Patterns14 hits · 14 pts

Severity	File	Line	Context
LOW	core/plugin/link/infra/tool_exector/http_auth.py	267	CODE
LOW	core/plugin/aitools/api/decorators/api_service.py	12	CODE
LOW	core/agent/infra/app_auth.py	64	CODE
LOW	core/knowledge/infra/desk/sparkdesk.py	46	CODE
LOW	core/knowledge/infra/xinghuo/xinghuo.py	70	CODE
LOW	core/knowledge/infra/xinghuo/xinghuo.py	249	CODE
LOW	core/knowledge/infra/xinghuo/xinghuo.py	325	CODE
LOW	core/knowledge/infra/xinghuo/xinghuo.py	355	CODE
LOW	core/knowledge/infra/xinghuo/xinghuo.py	385	CODE
LOW	core/knowledge/api/v1/api.py	295	CODE
LOW	core/knowledge/service/impl/ragflow_strategy.py	342	CODE
LOW	core/workflow/engine/callbacks/openai_types_sse.py	199	CODE
LOW	core/workflow/engine/nodes/base_node.py	1364	CODE
LOW	…w/engine/nodes/question_answer/question_answer_node.py	889	CODE

Dead Code4 hits · 8 pts

Severity	File	Line	Context
MEDIUM	core/plugin/link/tests/unit/test_mcp_server.py	163	CODE
MEDIUM	core/plugin/link/tests/unit/test_mcp_transport.py	394	CODE
MEDIUM	core/agent/tests/test_skill_resource_security.py	156	CODE
MEDIUM	core/agent/tests/test_langfuse_observability.py	666	CODE

AI Slop Vocabulary6 hits · 7 pts

Severity	File	Line	Snippet	Context
MEDIUM	core/plugin/rpa/tests/test_runner.py	1	"""Test runner script for RPA service comprehensive testing.	STRING
MEDIUM	core/plugin/rpa/tests/test_runner.py	263	"""Generate a comprehensive test report."""	STRING
MEDIUM	core/plugin/link/tests/test_runner.py	124	"""Generate comprehensive test report"""	STRING
MEDIUM	core/workflow/tests/engine/dsl/test_engine.py	530	"""Test comprehensive error handler chain coverage for various exception types.	STRING
MEDIUM	core/workflow/tests/engine/dsl/test_engine.py	582	"""Test comprehensive error scenario coverage for WorkflowEngine.	STRING
MEDIUM	…ne/nodes/code/executor/langchain/langchain_executor.py	143	# environment here as well keeps the executor robust in tests and when a	COMMENT

Synthetic Comment Markers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	console/frontend/src/locales/en.js	61	'All content is generated by AI model, and the accuracy and completeness of content cannot be guaranteed. It does no	CODE

Overly Generic Function Names3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	core/agent/tests/test_plugin_base_link_mcp_workflow.py	269	async def handle_request(request: httpx.Request) -> httpx.Response:	CODE
LOW	core/common/otlp/log_trace/node_trace_log.py	106	def process_data(data: dict, depth: int = 0) -> Any:	CODE
LOW⚡	core/workflow/tests/engine/nodes/test_code_node.py	36	code_node._parser_code_parameter("def helper():\n return {}")	CODE

TODO Padding2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	core/workflow/engine/nodes/base_node.py	915	# TODO: Handle error reporting	COMMENT
LOW	core/workflow/engine/nodes/plugin_tool/link_client.py	127	# TODO: Add validation for required parameters	COMMENT

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	.github/workflows/codeql-security-analysis.yml	68	# If you are analyzing a compiled language, you can modify the 'build-mode' for that language to customize how	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	makefiles/parse_localci.sh	11	# Usage:	COMMENT

Maintenance and Governance Review

Risk Review · v3

What These Metrics Mean

Pattern-Signal History

Severity Breakdown

Directory Score Breakdown

Pattern Findings