opensandbox-group/OpenSandbox

22.7

Adjusted Score

22.7

Raw Score

100%

Time Factor

2026-07-14

Last Push

12.0K

Stars

Python

Language

361.3K

Lines of Code

1.8K

Files

5.7K

Pattern Hits

2026-07-14

Scan Date

0.29

HC Hit Rate

What These Metrics Mean

Adjusted Score: Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score: The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor: The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits: Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate: High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files: Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 7HIGH 494MEDIUM 242LOW 4908

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 5651 distinct pattern matches across 23 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

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

Hyper-Verbose Identifiers1879 hits · 1762 pts

Severity	File	Line	Snippet	Context
LOW	…python/tests/test_code_service_adapter_sync_headers.py	22	def test_sync_adapter_merges_endpoint_headers_into_both_clients() -> None:	CODE
LOW	…python/tests/test_code_service_adapter_sync_headers.py	37	def test_sync_adapter_endpoint_headers_override_connection_headers() -> None:	CODE
LOW	…er/python/tests/test_code_service_adapter_streaming.py	81	def test_code_execution_converter_includes_context() -> None:	CODE
LOW	…er/python/tests/test_code_service_adapter_streaming.py	90	async def test_run_code_streaming_happy_path_updates_execution() -> None:	CODE
LOW	…er/python/tests/test_code_service_adapter_streaming.py	101	async def test_run_code_streaming_merges_endpoint_headers() -> None:	CODE
LOW	…er/python/tests/test_code_service_adapter_streaming.py	125	async def test_run_code_can_accept_language_string_without_context() -> None:	CODE
LOW	…er/python/tests/test_code_service_adapter_streaming.py	136	async def test_run_code_rejects_blank_code() -> None:	CODE
LOW	…er/python/tests/test_code_service_adapter_streaming.py	146	async def test_run_code_rejects_mismatched_language_and_context() -> None:	CODE
LOW	…ython/tests/test_code_service_adapter_openapi_calls.py	32	async def test_create_context_uses_openapi_and_converts(monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW	…ython/tests/test_code_service_adapter_openapi_calls.py	54	async def test_interrupt_calls_openapi(monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW	…de-interpreter/python/tests/test_adapter_eager_init.py	24	async def test_code_service_eager_init_and_client_available() -> None:	CODE
LOW	…de-interpreter/python/tests/test_adapter_eager_init.py	34	async def test_code_service_eager_init_merges_endpoint_headers() -> None:	CODE
LOW	…n/tests/test_code_interpreter_create_and_delegation.py	53	async def test_create_requires_sandbox() -> None:	CODE
LOW	…n/tests/test_code_interpreter_create_and_delegation.py	59	async def test_create_wires_code_service_and_delegates_properties() -> None:	CODE
LOW	…interpreter/python/src/code_interpreter/models/code.py	62	def language_must_not_be_empty(cls, v: str) -> str:	CODE
LOW	…preter/python/src/code_interpreter/models/code_sync.py	38	def language_must_not_be_empty(cls, v: str) -> str:	CODE
LOW	…preter/python/src/code_interpreter/adapters/factory.py	48	def create_code_execution_service(self, endpoint: SandboxEndpoint) -> Codes:	CODE
LOW	…rpreter/adapters/converter/code_execution_converter.py	95	def from_api_code_context_dict(api_context: dict[str, Any]) -> CodeContext:	CODE
LOW	…r/python/src/code_interpreter/sync/adapters/factory.py	44	def create_code_execution_service(self, endpoint: SandboxEndpoint) -> CodesSync:	CODE
LOW	…preter/javascript/src/factory/defaultAdapterFactory.ts	41	export function createDefaultAdapterFactory(): AdapterFactory {	CODE
LOW	…ndbox/python/tests/test_filesystem_upload_transport.py	60	async def test_async_write_files_direct_execd_uses_chunked_upload() -> None:	CODE
LOW	…ndbox/python/tests/test_filesystem_upload_transport.py	82	async def test_async_write_files_direct_execd_rewinds_seekable_streams() -> None:	CODE
LOW	…ndbox/python/tests/test_filesystem_upload_transport.py	101	async def test_async_write_files_direct_execd_escapes_filename_header() -> None:	CODE
LOW	…ndbox/python/tests/test_filesystem_upload_transport.py	118	async def test_async_write_files_server_proxy_uses_content_length_and_preserves_charset() -> None:	CODE
LOW	…ndbox/python/tests/test_filesystem_upload_transport.py	142	async def test_async_write_files_direct_execd_encodes_strings_with_entry_encoding() -> None:	CODE
LOW	…ndbox/python/tests/test_filesystem_upload_transport.py	161	def test_sync_write_files_direct_execd_uses_chunked_upload() -> None:	CODE
LOW	…ndbox/python/tests/test_filesystem_upload_transport.py	182	def test_sync_write_files_direct_execd_rewinds_seekable_streams() -> None:	CODE
LOW	…ndbox/python/tests/test_filesystem_upload_transport.py	200	def test_sync_write_files_direct_execd_escapes_filename_header() -> None:	CODE
LOW	…ndbox/python/tests/test_filesystem_upload_transport.py	216	def test_sync_write_files_server_proxy_uses_content_length_and_preserves_charset() -> None:	CODE
LOW	…box/python/tests/test_converters_and_error_handling.py	59	def test_parse_sandbox_error_from_json_bytes() -> None:	CODE
LOW	…box/python/tests/test_converters_and_error_handling.py	66	def test_parse_sandbox_error_from_plain_text_string() -> None:	CODE
LOW	…box/python/tests/test_converters_and_error_handling.py	81	def test_handle_api_error_raises_with_parsed_message() -> None:	CODE
LOW	…box/python/tests/test_converters_and_error_handling.py	99	def test_handle_api_error_noop_on_success() -> None:	CODE
LOW	…box/python/tests/test_converters_and_error_handling.py	107	def test_require_parsed_includes_request_id_on_invalid_payload() -> None:	CODE
LOW	…box/python/tests/test_converters_and_error_handling.py	118	def test_exception_converter_maps_common_types() -> None:	CODE
LOW	…box/python/tests/test_converters_and_error_handling.py	126	def test_exception_converter_maps_generated_unexpected_status_to_api_exception() -> (	CODE
LOW	…box/python/tests/test_converters_and_error_handling.py	139	def test_exception_converter_maps_httpx_status_error_to_api_exception() -> None:	CODE
LOW	…box/python/tests/test_converters_and_error_handling.py	154	def test_execution_converter_to_api_run_command_request() -> None:	CODE
LOW	…box/python/tests/test_converters_and_error_handling.py	203	def test_run_command_opts_validates_gid_requires_uid() -> None:	CODE
LOW	…box/python/tests/test_converters_and_error_handling.py	208	def test_filesystem_and_metrics_converters() -> None:	CODE
LOW	…box/python/tests/test_converters_and_error_handling.py	236	def test_sandbox_model_converter_to_api_create_request_and_renew_tz() -> None:	CODE
LOW	…box/python/tests/test_converters_and_error_handling.py	270	def test_platform_spec_accepts_windows() -> None:	CODE
LOW	…box/python/tests/test_converters_and_error_handling.py	276	def test_sandbox_model_converter_preserves_null_timeout_for_manual_cleanup() -> None:	CODE
LOW	…box/python/tests/test_converters_and_error_handling.py	294	def test_sandbox_model_converter_snapshot_restore_request() -> None:	CODE
LOW	…box/python/tests/test_converters_and_error_handling.py	315	def test_sandbox_model_converter_maps_platform_from_create_response() -> None:	CODE
LOW	…box/python/tests/test_converters_and_error_handling.py	344	def test_sandbox_model_converter_preserves_missing_metadata_default() -> None:	CODE
LOW	…box/python/tests/test_converters_and_error_handling.py	360	def test_sandbox_model_converter_supports_windows_platform_request() -> None:	CODE
LOW⚡	…python/tests/test_connection_config_env_and_timeout.py	23	def test_get_api_key_from_env(monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW⚡	…python/tests/test_connection_config_env_and_timeout.py	29	def test_get_domain_from_env_and_default(monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW⚡	…python/tests/test_connection_config_env_and_timeout.py	39	def test_timeout_must_be_positive() -> None:	CODE
LOW⚡	sdks/sandbox/python/tests/test_pool_config.py	72	def test_default_acquire_min_remaining_ttl_scales_for_short_idle_timeout() -> None:	CODE
LOW⚡	sdks/sandbox/python/tests/test_pool_config.py	79	def test_negative_acquire_min_remaining_ttl_rejected() -> None:	CODE
LOW⚡	sdks/sandbox/python/tests/test_pool_config.py	86	def test_explicit_acquire_min_remaining_ttl_at_or_above_idle_timeout_rejected() -> None:	CODE
LOW	sdks/sandbox/python/tests/test_pool_config.py	97	def test_async_explicit_acquire_min_remaining_ttl_at_or_above_idle_timeout_rejected() -> (	CODE
LOW⚡	sdks/sandbox/python/tests/test_pool_config.py	108	def test_acquire_min_remaining_ttl_just_below_idle_timeout_accepted() -> None:	CODE
LOW⚡	sdks/sandbox/python/tests/test_pool_config.py	118	def test_zero_acquire_min_remaining_ttl_opts_out() -> None:	CODE
LOW⚡	sdks/sandbox/python/tests/test_pool_config.py	127	def test_sync_pool_config_positional_owner_id_stays_compatible() -> None:	CODE
LOW	sdks/sandbox/python/tests/test_pool_config.py	143	def test_async_pool_config_positional_owner_id_stays_compatible() -> None:	CODE
LOW	sdks/sandbox/python/tests/test_pool_config.py	159	def test_pool_facade_sandbox_creator_is_appended_after_factories() -> None:	CODE
LOW	sdks/sandbox/python/tests/test_pool_config.py	175	def test_sync_pool_config_keeps_sandbox_creator() -> None:	CODE
1819 more matches not shown…

Docstring Block Structure347 hits · 1735 pts

Severity	File	Line	Snippet	Context
HIGH	CONTRIBUTING.md	269	Create a new sandbox instance. Args: image: Container image specification timeout: Sandbox timeout	STRING
HIGH	…preter/python/src/code_interpreter/code_interpreter.py	174	Creates a CodeInterpreter from an existing Sandbox instance. This factory method handles the creation	STRING
HIGH	…r/python/src/code_interpreter/sync/code_interpreter.py	151	Create a CodeInterpreterSync from an existing SandboxSync instance (blocking). Args: sandb	STRING
HIGH	…hon/src/code_interpreter/sync/adapters/code_adapter.py	240	Execute code within the specified context using SSE streaming (sync). Args: code: Source c	STRING
HIGH	…eter/python/src/code_interpreter/sync/services/code.py	59	Create a new execution context for code interpretation (blocking). An execution context maintains stat	STRING
HIGH	…eter/python/src/code_interpreter/sync/services/code.py	118	Execute code within the specified context (blocking). This method runs the provided code string in the	STRING
HIGH	…terpreter/python/src/code_interpreter/services/code.py	75	Creates a new execution context for code interpretation. An execution context maintains the state of v	STRING
HIGH	…terpreter/python/src/code_interpreter/services/code.py	162	Executes code within the specified context. This method runs the provided code string in the language	STRING
HIGH	sdks/mcp/sandbox/python/src/opensandbox_mcp/server.py	146	Create a sandbox and store it in the MCP server session. This allocates a new sandbox instance using the OpenSa	STRING
HIGH	sdks/sandbox/python/src/opensandbox/sandbox.py	213	Get a specific network endpoint for this sandbox. Args: port: The port number to get the e	STRING
HIGH	sdks/sandbox/python/src/opensandbox/sandbox.py	230	Get a signed endpoint URL with an OSEP-0011 route token. Args: port: The port number to ge	STRING
HIGH	sdks/sandbox/python/src/opensandbox/sandbox.py	278	Renew the sandbox expiration time to delay automatic termination. The new expiration time will be set	STRING
HIGH	sdks/sandbox/python/src/opensandbox/sandbox.py	529	Create a new sandbox instance with the specified configuration. Args: image: Container ima	STRING
HIGH	sdks/sandbox/python/src/opensandbox/sandbox.py	671	Connect to an existing sandbox instance by ID. Args: sandbox_id: ID of the existing sandbo	STRING
HIGH	sdks/sandbox/python/src/opensandbox/manager.py	134	List sandboxes with filtering options. Args: filter: Filter criteria for sandbox listing	STRING
HIGH	sdks/sandbox/python/src/opensandbox/manager.py	149	Get information for a single sandbox by its ID. Args: sandbox_id: Sandbox ID to retrieve i	STRING
HIGH	…/python/src/opensandbox/adapters/filesystem_adapter.py	169	Read file content as bytes with support for range and line-based requests. Args: path: Path to the	STRING
HIGH	…box/python/src/opensandbox/adapters/metrics_adapter.py	98	Retrieve current resource usage metrics for a sandbox. Args: sandbox_id: The unique identifier of t	STRING
HIGH	…i/egress/api/credential_vault/post_credential_vault.py	94	Create a sandbox-local Credential Vault Create the initial sandbox-local Credential Vault revision and activate it	STRING
HIGH	…i/egress/api/credential_vault/post_credential_vault.py	129	Create a sandbox-local Credential Vault Create the initial sandbox-local Credential Vault revision and activate it	STRING
HIGH	…i/egress/api/credential_vault/post_credential_vault.py	159	Create a sandbox-local Credential Vault Create the initial sandbox-local Credential Vault revision and activate it	STRING
HIGH	…i/egress/api/credential_vault/post_credential_vault.py	192	Create a sandbox-local Credential Vault Create the initial sandbox-local Credential Vault revision and activate it	STRING
HIGH	…al_vault/get_credential_vault_bindings_binding_name.py	80	Get sanitized metadata for one binding Args: binding_name (str): Raises: errors.UnexpectedStat	STRING
HIGH	…al_vault/get_credential_vault_bindings_binding_name.py	109	Get sanitized metadata for one binding Args: binding_name (str): Raises: errors.UnexpectedStat	STRING
HIGH	…al_vault/get_credential_vault_bindings_binding_name.py	133	Get sanitized metadata for one binding Args: binding_name (str): Raises: errors.UnexpectedStat	STRING
HIGH	…al_vault/get_credential_vault_bindings_binding_name.py	160	Get sanitized metadata for one binding Args: binding_name (str): Raises: errors.UnexpectedStat	STRING
HIGH	…lt/get_credential_vault_credentials_credential_name.py	80	Get sanitized metadata for one credential Args: credential_name (str): Raises: errors.Unexpect	STRING
HIGH	…lt/get_credential_vault_credentials_credential_name.py	109	Get sanitized metadata for one credential Args: credential_name (str): Raises: errors.Unexpect	STRING
HIGH	…lt/get_credential_vault_credentials_credential_name.py	133	Get sanitized metadata for one credential Args: credential_name (str): Raises: errors.Unexpect	STRING
HIGH	…lt/get_credential_vault_credentials_credential_name.py	160	Get sanitized metadata for one credential Args: credential_name (str): Raises: errors.Unexpect	STRING
HIGH	…/egress/api/credential_vault/patch_credential_vault.py	98	Atomically mutate sandbox-local credentials and bindings Args: body (CredentialVaultMutationRequest):	STRING
HIGH	…/egress/api/credential_vault/patch_credential_vault.py	127	Atomically mutate sandbox-local credentials and bindings Args: body (CredentialVaultMutationRequest):	STRING
HIGH	…/egress/api/credential_vault/patch_credential_vault.py	151	Atomically mutate sandbox-local credentials and bindings Args: body (CredentialVaultMutationRequest):	STRING
HIGH	…/egress/api/credential_vault/patch_credential_vault.py	178	Atomically mutate sandbox-local credentials and bindings Args: body (CredentialVaultMutationRequest):	STRING
HIGH	…src/opensandbox/api/egress/api/policy/delete_policy.py	89	Delete egress rules Remove specific egress rules from the currently enforced policy by target. - Accepts a li	STRING
HIGH	…src/opensandbox/api/egress/api/policy/delete_policy.py	124	Delete egress rules Remove specific egress rules from the currently enforced policy by target. - Accepts a li	STRING
HIGH	…src/opensandbox/api/egress/api/policy/delete_policy.py	154	Delete egress rules Remove specific egress rules from the currently enforced policy by target. - Accepts a li	STRING
HIGH	…src/opensandbox/api/egress/api/policy/delete_policy.py	187	Delete egress rules Remove specific egress rules from the currently enforced policy by target. - Accepts a li	STRING
HIGH	…/src/opensandbox/api/egress/api/policy/patch_policy.py	93	Patch egress rules Merge incoming egress rules with the currently enforced policy. This endpoint uses merge s	STRING
HIGH	…/src/opensandbox/api/egress/api/policy/patch_policy.py	129	Patch egress rules Merge incoming egress rules with the currently enforced policy. This endpoint uses merge s	STRING
HIGH	…/src/opensandbox/api/egress/api/policy/patch_policy.py	160	Patch egress rules Merge incoming egress rules with the currently enforced policy. This endpoint uses merge s	STRING
HIGH	…/src/opensandbox/api/egress/api/policy/patch_policy.py	194	Patch egress rules Merge incoming egress rules with the currently enforced policy. This endpoint uses merge s	STRING
HIGH	…i/execd/api/isolated_execution/isolated_remove_dirs.py	85	Remove directories Args: session_id (UUID): path (list[str]): Raises: errors.Unexpecte	STRING
HIGH	…i/execd/api/isolated_execution/isolated_remove_dirs.py	117	Remove directories Args: session_id (UUID): path (list[str]): Raises: errors.Unexpecte	STRING
HIGH	…i/execd/api/isolated_execution/isolated_remove_dirs.py	144	Remove directories Args: session_id (UUID): path (list[str]): Raises: errors.Unexpecte	STRING
HIGH	…i/execd/api/isolated_execution/isolated_remove_dirs.py	174	Remove directories Args: session_id (UUID): path (list[str]): Raises: errors.Unexpecte	STRING
HIGH	…ecd/api/isolated_execution/isolated_replace_content.py	99	Replace file content Args: session_id (UUID): verbose (bool \| Unset): body (IsolatedReplace	STRING
HIGH	…ecd/api/isolated_execution/isolated_replace_content.py	134	Replace file content Args: session_id (UUID): verbose (bool \| Unset): body (IsolatedReplace	STRING
HIGH	…ecd/api/isolated_execution/isolated_replace_content.py	164	Replace file content Args: session_id (UUID): verbose (bool \| Unset): body (IsolatedReplace	STRING
HIGH	…ecd/api/isolated_execution/isolated_replace_content.py	197	Replace file content Args: session_id (UUID): verbose (bool \| Unset): body (IsolatedReplace	STRING
HIGH	…i/execd/api/isolated_execution/get_isolated_session.py	84	Get isolated session state Args: session_id (UUID): Raises: errors.UnexpectedStatus: If the se	STRING
HIGH	…i/execd/api/isolated_execution/get_isolated_session.py	113	Get isolated session state Args: session_id (UUID): Raises: errors.UnexpectedStatus: If the se	STRING
HIGH	…i/execd/api/isolated_execution/get_isolated_session.py	137	Get isolated session state Args: session_id (UUID): Raises: errors.UnexpectedStatus: If the se	STRING
HIGH	…i/execd/api/isolated_execution/get_isolated_session.py	164	Get isolated session state Args: session_id (UUID): Raises: errors.UnexpectedStatus: If the se	STRING
HIGH	…api/execd/api/isolated_execution/isolated_make_dirs.py	84	Create directories Args: session_id (UUID): body (IsolatedMakeDirsBody): Raises: error	STRING
HIGH	…api/execd/api/isolated_execution/isolated_make_dirs.py	116	Create directories Args: session_id (UUID): body (IsolatedMakeDirsBody): Raises: error	STRING
HIGH	…api/execd/api/isolated_execution/isolated_make_dirs.py	143	Create directories Args: session_id (UUID): body (IsolatedMakeDirsBody): Raises: error	STRING
HIGH	…api/execd/api/isolated_execution/isolated_make_dirs.py	173	Create directories Args: session_id (UUID): body (IsolatedMakeDirsBody): Raises: error	STRING
HIGH	…xecd/api/isolated_execution/isolated_list_directory.py	108	List directory contents Args: session_id (UUID): path (str): depth (int \| Unset): Default:	STRING
HIGH	…xecd/api/isolated_execution/isolated_list_directory.py	143	List directory contents Args: session_id (UUID): path (str): depth (int \| Unset): Default:	STRING
287 more matches not shown…

Over-Commented Block1486 hits · 1471 pts

Severity	File	Line	Snippet	Context
LOW	.pre-commit-config.yaml	21	# entry: gofmt	COMMENT
LOW	sandboxes/code-interpreter/build.sh	1	#!/bin/bash	COMMENT
LOW	sandboxes/code-interpreter/scripts/code-interpreter.sh	1	#!/bin/bash	COMMENT
LOW	…boxes/code-interpreter/scripts/code-interpreter-env.sh	1	#!/bin/bash	COMMENT
LOW	…es/code-interpreter/scripts/jupyter_notebook_config.py	1	# Copyright 2025 Alibaba Group Holding Ltd.	COMMENT
LOW	sdks/code-interpreter/python/pyproject.toml	1	# Copyright 2025 Alibaba Group Holding Ltd.	COMMENT
LOW	…python/tests/test_code_service_adapter_sync_headers.py	1	#	COMMENT
LOW	…er/python/tests/test_code_service_adapter_streaming.py	1	#	COMMENT
LOW	…ython/tests/test_code_service_adapter_openapi_calls.py	1	#	COMMENT
LOW	…de-interpreter/python/tests/test_adapter_eager_init.py	1	#	COMMENT
LOW	…n/tests/test_code_interpreter_create_and_delegation.py	1	#	COMMENT
LOW	…preter/python/src/code_interpreter/code_interpreter.py	1	#	COMMENT
LOW	…de-interpreter/python/src/code_interpreter/__init__.py	1	#	COMMENT
LOW	…interpreter/python/src/code_interpreter/models/code.py	1	#	COMMENT
LOW	…rpreter/python/src/code_interpreter/models/__init__.py	1	#	COMMENT
LOW	…preter/python/src/code_interpreter/models/code_sync.py	1	#	COMMENT
LOW	…r/python/src/code_interpreter/adapters/code_adapter.py	1	#	COMMENT
LOW	…reter/python/src/code_interpreter/adapters/__init__.py	1	#	COMMENT
LOW	…preter/python/src/code_interpreter/adapters/factory.py	1	#	COMMENT
LOW	…rpreter/adapters/converter/code_execution_converter.py	1	#	COMMENT
LOW	…on/src/code_interpreter/adapters/converter/__init__.py	1	#	COMMENT
LOW	…r/python/src/code_interpreter/sync/code_interpreter.py	1	#	COMMENT
LOW	…terpreter/python/src/code_interpreter/sync/__init__.py	1	#	COMMENT
LOW	…hon/src/code_interpreter/sync/adapters/code_adapter.py	1	#	COMMENT
LOW	…/python/src/code_interpreter/sync/adapters/__init__.py	1	#	COMMENT
LOW	…r/python/src/code_interpreter/sync/adapters/factory.py	1	#	COMMENT
LOW	…eter/python/src/code_interpreter/sync/services/code.py	1	#	COMMENT
LOW	…/python/src/code_interpreter/sync/services/__init__.py	1	#	COMMENT
LOW	…terpreter/python/src/code_interpreter/services/code.py	1	#	COMMENT
LOW	…reter/python/src/code_interpreter/services/__init__.py	1	#	COMMENT
LOW	…nSandbox.CodeInterpreter.Tests/CodeInterpreterTests.cs	1	// Copyright 2026 Alibaba Group Holding Ltd.	COMMENT
LOW	…tests/OpenSandbox.CodeInterpreter.Tests/ModelsTests.cs	1	// Copyright 2026 Alibaba Group Holding Ltd.	COMMENT
LOW	…OpenSandbox.CodeInterpreter.Tests/CodesAdapterTests.cs	1	// Copyright 2026 Alibaba Group Holding Ltd.	COMMENT
LOW	…ests/OpenSandbox.CodeInterpreter.Tests/FactoryTests.cs	1	// Copyright 2026 Alibaba Group Holding Ltd.	COMMENT
LOW	…arp/src/OpenSandbox.CodeInterpreter/CodeInterpreter.cs	1	// Copyright 2026 Alibaba Group Holding Ltd.	COMMENT
LOW	…arp/src/OpenSandbox.CodeInterpreter/CodeInterpreter.cs	41	/// <summary>	COMMENT
LOW	…arp/src/OpenSandbox.CodeInterpreter/CodeInterpreter.cs	61	/// </summary>	COMMENT
LOW	…p/src/OpenSandbox.CodeInterpreter/Models/CodeModels.cs	1	// Copyright 2026 Alibaba Group Holding Ltd.	COMMENT
LOW	…p/src/OpenSandbox.CodeInterpreter/Models/CodeModels.cs	21	/// </summary>	COMMENT
LOW	…p/src/OpenSandbox.CodeInterpreter/Models/CodeModels.cs	41	/// </summary>	COMMENT
LOW	…p/src/OpenSandbox.CodeInterpreter/Models/CodeModels.cs	61	/// Gets or sets the context ID.	COMMENT
LOW	…p/src/OpenSandbox.CodeInterpreter/Models/CodeModels.cs	101	/// <summary>	COMMENT
LOW	…c/OpenSandbox.CodeInterpreter/Adapters/CodesAdapter.cs	1	// Copyright 2026 Alibaba Group Holding Ltd.	COMMENT
LOW	…eInterpreter/Factory/ICodeInterpreterAdapterFactory.cs	1	// Copyright 2026 Alibaba Group Holding Ltd.	COMMENT
LOW	…eInterpreter/Factory/ICodeInterpreterAdapterFactory.cs	21		COMMENT
LOW	…eInterpreter/Factory/ICodeInterpreterAdapterFactory.cs	41		COMMENT
LOW	…preter/Factory/DefaultCodeInterpreterAdapterFactory.cs	1	// Copyright 2026 Alibaba Group Holding Ltd.	COMMENT
LOW	…arp/src/OpenSandbox.CodeInterpreter/Services/ICodes.cs	1	// Copyright 2026 Alibaba Group Holding Ltd.	COMMENT
LOW	…arp/src/OpenSandbox.CodeInterpreter/Services/ICodes.cs	21	/// <summary>	COMMENT
LOW	…arp/src/OpenSandbox.CodeInterpreter/Services/ICodes.cs	41	/// <returns>The context.</returns>	COMMENT
LOW	…arp/src/OpenSandbox.CodeInterpreter/Services/ICodes.cs	61	/// <exception cref="InvalidArgumentException">Thrown when <paramref name="contextId"/> is null or empty.</exception	COMMENT
LOW	…arp/src/OpenSandbox.CodeInterpreter/Services/ICodes.cs	81	/// <exception cref="InvalidArgumentException">Thrown when required request fields are missing.</exception>	COMMENT
LOW	sdks/code-interpreter/javascript/tsup.config.ts	1	// Copyright 2026 Alibaba Group Holding Ltd.	COMMENT
LOW	sdks/code-interpreter/javascript/src/interpreter.ts	1	// Copyright 2026 Alibaba Group Holding Ltd.	COMMENT
LOW	sdks/code-interpreter/javascript/src/index.ts	1	// Copyright 2026 Alibaba Group Holding Ltd.	COMMENT
LOW	sdks/code-interpreter/javascript/src/models.ts	1	// Copyright 2026 Alibaba Group Holding Ltd.	COMMENT
LOW	…de-interpreter/javascript/src/adapters/openapiError.ts	1	// Copyright 2026 Alibaba Group Holding Ltd.	COMMENT
LOW	…de-interpreter/javascript/src/adapters/codesAdapter.ts	1	// Copyright 2026 Alibaba Group Holding Ltd.	COMMENT
LOW	sdks/code-interpreter/javascript/src/adapters/sse.ts	1	// Copyright 2026 Alibaba Group Holding Ltd.	COMMENT
LOW	…preter/javascript/src/factory/defaultAdapterFactory.ts	1	// Copyright 2026 Alibaba Group Holding Ltd.	COMMENT
1426 more matches not shown…

Decorative Section Separators193 hits · 692 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	sdks/sandbox/python/tests/test_models_stability.py	187	# ============================================================================	COMMENT
MEDIUM⚡	sdks/sandbox/python/tests/test_models_stability.py	189	# ============================================================================	COMMENT
MEDIUM	sdks/sandbox/python/tests/test_models_stability.py	358	# ============================================================================	COMMENT
MEDIUM	sdks/sandbox/python/tests/test_models_stability.py	360	# ============================================================================	COMMENT
MEDIUM	sdks/sandbox/python/src/opensandbox/models/sandboxes.py	346	# ============================================================================	COMMENT
MEDIUM	sdks/sandbox/python/src/opensandbox/models/sandboxes.py	348	# ============================================================================	COMMENT
MEDIUM⚡	tests/python/tests/test_isolated_session_e2e.py	214	# ── RW mode: run-based file tests ─────────────────────────────────	COMMENT
MEDIUM⚡	tests/python/tests/test_isolated_session_e2e.py	432	# ── Overlay mode tests ────────────────────────────────────────────	COMMENT
MEDIUM⚡	tests/python/tests/test_isolated_session_e2e.py	641	# ── Bind mount tests (explicit source->dest binds) ─────────────────	COMMENT
MEDIUM	tests/python/tests/test_isolated_session_e2e.py	87	# ── Helpers ────────────────────────────────────────────────────────	COMMENT
MEDIUM	tests/python/tests/test_isolated_session_e2e.py	100	# ── Core session tests ────────────────────────────────────────────	COMMENT
MEDIUM	tests/python/tests/test_isolated_session_e2e.py	248	# ── RW mode: filesystem API tests ─────────────────────────────────	COMMENT
MEDIUM	tests/python/tests/test_isolated_session_e2e.py	371	# ── RO mode tests ─────────────────────────────────────────────────	COMMENT
MEDIUM	tests/python/tests/test_isolated_session_e2e.py	596	# ── run_once / session convenience method tests ──────────────────	COMMENT
MEDIUM	…om/alibaba/opensandbox/e2e/IsolatedSessionE2ETest.java	210	// ── RW mode: filesystem API tests ───────────────────────────────	COMMENT
MEDIUM	…om/alibaba/opensandbox/e2e/IsolatedSessionE2ETest.java	396	// ── RO mode tests ───────────────────────────────────────────────	COMMENT
MEDIUM	…om/alibaba/opensandbox/e2e/IsolatedSessionE2ETest.java	476	// ── Overlay mode tests ──────────────────────────────────────────	COMMENT
MEDIUM	…om/alibaba/opensandbox/e2e/IsolatedSessionE2ETest.java	693	// ── run_once / withSession convenience API tests ─────────────────	COMMENT
MEDIUM	…om/alibaba/opensandbox/e2e/IsolatedSessionE2ETest.java	749	// ── Bind mount tests (explicit source->dest binds) ─────────────────	COMMENT
MEDIUM	…csharp/OpenSandbox.E2ETests/IsolatedSessionE2ETests.cs	180	// ── RW mode: filesystem API tests ───────────────────────────────	COMMENT
MEDIUM	…csharp/OpenSandbox.E2ETests/IsolatedSessionE2ETests.cs	417	// ── RO mode tests ───────────────────────────────────────────────	COMMENT
MEDIUM	…csharp/OpenSandbox.E2ETests/IsolatedSessionE2ETests.cs	516	// ── Overlay mode tests ──────────────────────────────────────────	COMMENT
MEDIUM	…csharp/OpenSandbox.E2ETests/IsolatedSessionE2ETests.cs	793	// ── RunOnceAsync / WithSessionAsync convenience API tests ────────	COMMENT
MEDIUM	…csharp/OpenSandbox.E2ETests/IsolatedSessionE2ETests.cs	843	// ── Bind mount tests (explicit source->dest binds) ─────────────────	COMMENT
MEDIUM	…sts/javascript/tests/test_isolated_session_e2e.test.ts	709	// ── runOnce / withSession convenience API tests ──────────────────	COMMENT
MEDIUM⚡	server/tests/test_signing.py	34	# ============================================================	COMMENT
MEDIUM⚡	server/tests/test_signing.py	36	# ============================================================	COMMENT
MEDIUM⚡	server/tests/test_signing.py	74	# ============================================================	COMMENT
MEDIUM⚡	server/tests/test_signing.py	76	# ============================================================	COMMENT
MEDIUM⚡	server/tests/test_signing.py	127	# ============================================================	COMMENT
MEDIUM⚡	server/tests/test_signing.py	129	# ============================================================	COMMENT
MEDIUM⚡	server/tests/test_signing.py	234	# ============================================================	COMMENT
MEDIUM⚡	server/tests/test_signing.py	236	# ============================================================	COMMENT
MEDIUM	server/tests/test_signing.py	164	# ============================================================	COMMENT
MEDIUM	server/tests/test_signing.py	166	# ============================================================	COMMENT
MEDIUM⚡	server/tests/test_ingress.py	75	# ============================================================	COMMENT
MEDIUM⚡	server/tests/test_ingress.py	77	# ============================================================	COMMENT
MEDIUM	server/tests/test_config.py	1139	# ============================================================	COMMENT
MEDIUM	server/tests/test_config.py	1141	# ============================================================	COMMENT
MEDIUM⚡	server/tests/k8s/test_provider_common.py	25	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	server/tests/k8s/test_provider_common.py	27	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	server/tests/k8s/test_provider_common.py	89	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	server/tests/k8s/test_provider_common.py	91	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	server/opensandbox_server/api/lifecycle.py	60	# ============================================================================	COMMENT
MEDIUM	server/opensandbox_server/api/lifecycle.py	62	# ============================================================================	COMMENT
MEDIUM	server/opensandbox_server/api/lifecycle.py	266	# ============================================================================	COMMENT
MEDIUM	server/opensandbox_server/api/lifecycle.py	268	# ============================================================================	COMMENT
MEDIUM	server/opensandbox_server/api/lifecycle.py	384	# ============================================================================	COMMENT
MEDIUM	server/opensandbox_server/api/lifecycle.py	386	# ============================================================================	COMMENT
MEDIUM	server/opensandbox_server/api/lifecycle.py	498	# ============================================================================	COMMENT
MEDIUM	server/opensandbox_server/api/lifecycle.py	500	# ============================================================================	COMMENT
MEDIUM	server/opensandbox_server/api/pool.py	73	# ============================================================================	COMMENT
MEDIUM	server/opensandbox_server/api/pool.py	75	# ============================================================================	COMMENT
MEDIUM	server/opensandbox_server/api/schema.py	28	# ============================================================================	COMMENT
MEDIUM	server/opensandbox_server/api/schema.py	30	# ============================================================================	COMMENT
MEDIUM	server/opensandbox_server/api/schema.py	71	# ============================================================================	COMMENT
MEDIUM	server/opensandbox_server/api/schema.py	73	# ============================================================================	COMMENT
MEDIUM	server/opensandbox_server/api/schema.py	141	# ============================================================================	COMMENT
MEDIUM	server/opensandbox_server/api/schema.py	143	# ============================================================================	COMMENT
MEDIUM	server/opensandbox_server/api/schema.py	357	# ============================================================================	COMMENT
133 more matches not shown…

Unused Imports625 hits · 556 pts

Severity	File	Line	Context
LOW	…er/python/tests/test_code_service_adapter_streaming.py	16	CODE
LOW	…ython/tests/test_code_service_adapter_openapi_calls.py	16	CODE
LOW	…de-interpreter/python/src/code_interpreter/__init__.py	27	CODE
LOW	…de-interpreter/python/src/code_interpreter/__init__.py	28	CODE
LOW	…de-interpreter/python/src/code_interpreter/__init__.py	28	CODE
LOW	…de-interpreter/python/src/code_interpreter/__init__.py	32	CODE
LOW	…rpreter/python/src/code_interpreter/models/__init__.py	20	CODE
LOW	…rpreter/python/src/code_interpreter/models/__init__.py	20	CODE
LOW	…reter/python/src/code_interpreter/adapters/__init__.py	20	CODE
LOW	…reter/python/src/code_interpreter/adapters/__init__.py	21	CODE
LOW	…reter/python/src/code_interpreter/adapters/__init__.py	24	CODE
LOW	…on/src/code_interpreter/adapters/converter/__init__.py	20	CODE
LOW	…terpreter/python/src/code_interpreter/sync/__init__.py	16	CODE
LOW	…/python/src/code_interpreter/sync/adapters/__init__.py	20	CODE
LOW	…/python/src/code_interpreter/sync/adapters/__init__.py	21	CODE
LOW	…/python/src/code_interpreter/sync/services/__init__.py	23	CODE
LOW	…reter/python/src/code_interpreter/services/__init__.py	20	CODE
LOW	sdks/mcp/sandbox/python/src/opensandbox_mcp/server.py	15	CODE
LOW	sdks/mcp/sandbox/python/src/opensandbox_mcp/__init__.py	18	CODE
LOW	sdks/mcp/sandbox/python/src/opensandbox_mcp/__main__.py	15	CODE
LOW	…ndbox/python/tests/test_filesystem_upload_transport.py	16	CODE
LOW	…box/python/tests/test_converters_and_error_handling.py	16	CODE
LOW	sdks/sandbox/python/tests/test_pool_config.py	18	CODE
LOW	sdks/sandbox/python/tests/test_models_stability.py	16	CODE
LOW	…/sandbox/python/tests/test_credential_vault_adapter.py	16	CODE
LOW	sdks/sandbox/python/tests/test_pool_sync.py	1	CODE
LOW	sdks/sandbox/python/tests/test_isolation_run_once.py	18	CODE
LOW	sdks/sandbox/python/tests/test_redis_pool_store.py	1	CODE
LOW	…python/tests/test_sandbox_service_adapter_lifecycle.py	16	CODE
LOW	…python/tests/test_command_service_adapter_streaming.py	16	CODE
LOW	…s/sandbox/python/tests/test_isolated_service_import.py	25	CODE
LOW	…thon/tests/test_sandbox_manager_sync_business_logic.py	16	CODE
LOW	…n/tests/test_sandbox_sync_service_adapter_lifecycle.py	16	CODE
LOW	…ndbox/python/tests/test_sandbox_sync_business_logic.py	16	CODE
LOW	…n/tests/test_sync_command_service_adapter_streaming.py	16	CODE
LOW	sdks/sandbox/python/tests/test_pool_async.py	1	CODE
LOW	…ks/sandbox/python/tests/test_async_redis_pool_store.py	1	CODE
LOW	sdks/sandbox/python/tests/test_pool_manager.py	1	CODE
LOW	sdks/sandbox/python/tests/test_pool_kill_discarded.py	25	CODE
LOW	…ox/python/tests/test_sandbox_manager_business_logic.py	16	CODE
LOW	…ndbox/python/tests/test_diagnostics_service_adapter.py	16	CODE
LOW	…ks/sandbox/python/tests/test_sandbox_business_logic.py	16	CODE
LOW	sdks/sandbox/python/tests/test_isolation_list.py	18	CODE
LOW	sdks/sandbox/python/tests/test_sandbox_destroy.py	16	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_redis.py	21	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_redis.py	22	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_manager.py	18	CODE
LOW	…ndbox/python/src/opensandbox/async_redis_pool_store.py	18	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_async.py	18	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_async.py	26	CODE
LOW	…ndbox/python/src/opensandbox/_async_pool_reconciler.py	18	CODE
LOW	…ks/sandbox/python/src/opensandbox/_async_pool_store.py	18	CODE
LOW	sdks/sandbox/python/src/opensandbox/__init__.py	100	CODE
LOW	sdks/sandbox/python/src/opensandbox/__init__.py	101	CODE
LOW	sdks/sandbox/python/src/opensandbox/__init__.py	101	CODE
LOW	sdks/sandbox/python/src/opensandbox/__init__.py	101	CODE
LOW	sdks/sandbox/python/src/opensandbox/__init__.py	101	CODE
LOW	sdks/sandbox/python/src/opensandbox/__init__.py	101	CODE
LOW	sdks/sandbox/python/src/opensandbox/__init__.py	101	CODE
LOW	sdks/sandbox/python/src/opensandbox/__init__.py	101	CODE
565 more matches not shown…

Excessive Try-Catch Wrapping439 hits · 459 pts

Severity	File	Line	Snippet	Context
LOW	…preter/python/src/code_interpreter/code_interpreter.py	215	except Exception as e:	CODE
LOW	…r/python/src/code_interpreter/adapters/code_adapter.py	185	except Exception as e:	CODE
LOW	…r/python/src/code_interpreter/adapters/code_adapter.py	204	except Exception as e:	CODE
LOW	…r/python/src/code_interpreter/adapters/code_adapter.py	222	except Exception as e:	CODE
LOW	…r/python/src/code_interpreter/adapters/code_adapter.py	236	except Exception as e:	CODE
LOW	…r/python/src/code_interpreter/adapters/code_adapter.py	252	except Exception as e:	CODE
LOW	…r/python/src/code_interpreter/adapters/code_adapter.py	334	except Exception as e:	CODE
LOW	…r/python/src/code_interpreter/adapters/code_adapter.py	340	except Exception as e:	CODE
LOW	…r/python/src/code_interpreter/adapters/code_adapter.py	361	except Exception as e:	CODE
LOW	…r/python/src/code_interpreter/sync/code_interpreter.py	175	except Exception as e:	CODE
LOW	…hon/src/code_interpreter/sync/adapters/code_adapter.py	159	except Exception as e:	CODE
LOW	…hon/src/code_interpreter/sync/adapters/code_adapter.py	179	except Exception as e:	CODE
LOW	…hon/src/code_interpreter/sync/adapters/code_adapter.py	200	except Exception as e:	CODE
LOW	…hon/src/code_interpreter/sync/adapters/code_adapter.py	213	except Exception as e:	CODE
LOW	…hon/src/code_interpreter/sync/adapters/code_adapter.py	228	except Exception as e:	CODE
LOW	…hon/src/code_interpreter/sync/adapters/code_adapter.py	309	except Exception as e:	CODE
LOW	…hon/src/code_interpreter/sync/adapters/code_adapter.py	314	except Exception as e:	CODE
LOW	…hon/src/code_interpreter/sync/adapters/code_adapter.py	332	except Exception as e:	CODE
LOW	sdks/sandbox/python/README.md	60	except Exception as e:	CODE
MEDIUM	sdks/sandbox/python/README.md	61	print(f"Error: {e}")	CODE
LOW	sdks/sandbox/python/README.md	287	except Exception:	CODE
LOW	sdks/sandbox/python/tests/test_pool_store.py	157	except Exception as exc:	CODE
MEDIUM	sdks/sandbox/python/tests/test_pool_store.py	147	def worker() -> None:	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_manager.py	106	except Exception as exc:	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_manager.py	119	except Exception as exc:	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_manager.py	130	except Exception as exc:	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_manager.py	216	except Exception as exc:	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_manager.py	232	except Exception as exc:	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_manager.py	243	except Exception as exc:	CODE
LOW	…ndbox/python/src/opensandbox/async_redis_pool_store.py	462	except Exception as exc:	CODE
MEDIUM	sdks/sandbox/python/src/opensandbox/pool_async.py	533	def _raise_if_pool_namespace_destroyed(self) -> None:	CODE
MEDIUM	sdks/sandbox/python/src/opensandbox/pool_async.py	745	def _release_primary_lock_best_effort(self) -> None:	CODE
LOW⚡	sdks/sandbox/python/src/opensandbox/pool_async.py	538	except Exception:	CODE
LOW⚡	sdks/sandbox/python/src/opensandbox/pool_async.py	547	except Exception as exc:	CODE
LOW⚡	sdks/sandbox/python/src/opensandbox/pool_async.py	557	except Exception as exc:	CODE
LOW⚡	sdks/sandbox/python/src/opensandbox/pool_async.py	750	except Exception as exc:	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_async.py	161	except Exception:	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_async.py	226	except Exception as exc:	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_async.py	232	except Exception:	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_async.py	283	except Exception as exc:	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_async.py	395	except Exception as exc:	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_async.py	417	except Exception:	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_async.py	431	except Exception:	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_async.py	633	except Exception as exc:	CODE
LOW	…ndbox/python/src/opensandbox/_async_pool_reconciler.py	126	except Exception as exc:	CODE
LOW	…ndbox/python/src/opensandbox/_async_pool_reconciler.py	131	except Exception:	CODE
LOW	…ndbox/python/src/opensandbox/_async_pool_reconciler.py	177	except Exception as exc:	CODE
LOW	sdks/sandbox/python/src/opensandbox/redis_pool_store.py	538	except Exception as exc:	STRING
LOW	sdks/sandbox/python/src/opensandbox/sandbox.py	390	except Exception as e:	CODE
LOW	sdks/sandbox/python/src/opensandbox/sandbox.py	425	except Exception:	CODE
LOW	sdks/sandbox/python/src/opensandbox/sandbox.py	465	except Exception as e:	CODE
LOW	sdks/sandbox/python/src/opensandbox/sandbox.py	643	except Exception as cleanup_ex:	CODE
LOW	sdks/sandbox/python/src/opensandbox/sandbox.py	735	except Exception as e:	CODE
LOW	sdks/sandbox/python/src/opensandbox/sandbox.py	812	except Exception as e:	CODE
LOW	sdks/sandbox/python/src/opensandbox/_pool_reconciler.py	161	except Exception as exc:	CODE
LOW	sdks/sandbox/python/src/opensandbox/_pool_reconciler.py	179	except Exception as exc:	CODE
LOW	sdks/sandbox/python/src/opensandbox/_pool_reconciler.py	184	except Exception:	CODE
LOW	sdks/sandbox/python/src/opensandbox/_pool_reconciler.py	224	except Exception as exc:	CODE
LOW	sdks/sandbox/python/src/opensandbox/manager.py	297	except Exception as e:	CODE
LOW	…ndbox/python/src/opensandbox/config/connection_sync.py	122	except Exception:	CODE
379 more matches not shown…

Cross-File Repetition76 hits · 380 pts

Severity	File	Line	Snippet	Context
HIGH	…r/python/src/code_interpreter/adapters/code_adapter.py	0	return the client for execd api (no auth required).	STRING
HIGH	…dbox/python/src/opensandbox/adapters/health_adapter.py	0	return the client for execd api (no auth required).	STRING
HIGH	…/python/src/opensandbox/adapters/filesystem_adapter.py	0	return the client for execd api (no auth required).	STRING
HIGH	…box/python/src/opensandbox/adapters/command_adapter.py	0	return the client for execd api (no auth required).	STRING
HIGH	…box/python/src/opensandbox/adapters/metrics_adapter.py	0	return the client for execd api (no auth required).	STRING
HIGH	sdks/sandbox/python/src/opensandbox/sandbox.py	0	provides access to the connection configuration (including shared transport).	STRING
HIGH	sdks/sandbox/python/src/opensandbox/manager.py	0	provides access to the connection configuration (including shared transport).	STRING
HIGH	sdks/sandbox/python/src/opensandbox/sync/sandbox.py	0	provides access to the connection configuration (including shared transport).	STRING
HIGH	sdks/sandbox/python/src/opensandbox/sync/manager.py	0	provides access to the connection configuration (including shared transport).	STRING
HIGH	…dbox/python/src/opensandbox/adapters/health_adapter.py	0	initialize the metrics service adapter. args: connection_config: connection configuration (shared transport, headers, ti	STRING
HIGH	…box/python/src/opensandbox/adapters/command_adapter.py	0	initialize the metrics service adapter. args: connection_config: connection configuration (shared transport, headers, ti	STRING
HIGH	…box/python/src/opensandbox/adapters/metrics_adapter.py	0	initialize the metrics service adapter. args: connection_config: connection configuration (shared transport, headers, ti	STRING
HIGH	…ks/sandbox/python/src/opensandbox/api/egress/client.py	0	a class for keeping track of data related to the api the following are accepted as keyword arguments and will be used to	STRING
HIGH	sdks/sandbox/python/src/opensandbox/api/execd/client.py	0	a class for keeping track of data related to the api the following are accepted as keyword arguments and will be used to	STRING
HIGH	…andbox/python/src/opensandbox/api/diagnostic/client.py	0	a class for keeping track of data related to the api the following are accepted as keyword arguments and will be used to	STRING
HIGH	…sandbox/python/src/opensandbox/api/lifecycle/client.py	0	a class for keeping track of data related to the api the following are accepted as keyword arguments and will be used to	STRING
HIGH	…ks/sandbox/python/src/opensandbox/api/egress/client.py	0	get a new client matching this one with additional headers	STRING
HIGH	sdks/sandbox/python/src/opensandbox/api/execd/client.py	0	get a new client matching this one with additional headers	STRING
HIGH	…andbox/python/src/opensandbox/api/diagnostic/client.py	0	get a new client matching this one with additional headers	STRING
HIGH	…sandbox/python/src/opensandbox/api/lifecycle/client.py	0	get a new client matching this one with additional headers	STRING
HIGH	…ks/sandbox/python/src/opensandbox/api/egress/client.py	0	get a new client matching this one with additional cookies	STRING
HIGH	sdks/sandbox/python/src/opensandbox/api/execd/client.py	0	get a new client matching this one with additional cookies	STRING
HIGH	…andbox/python/src/opensandbox/api/diagnostic/client.py	0	get a new client matching this one with additional cookies	STRING
HIGH	…sandbox/python/src/opensandbox/api/lifecycle/client.py	0	get a new client matching this one with additional cookies	STRING
HIGH	…ks/sandbox/python/src/opensandbox/api/egress/client.py	0	get a new client matching this one with a new timeout configuration	STRING
HIGH	sdks/sandbox/python/src/opensandbox/api/execd/client.py	0	get a new client matching this one with a new timeout configuration	STRING
HIGH	…andbox/python/src/opensandbox/api/diagnostic/client.py	0	get a new client matching this one with a new timeout configuration	STRING
HIGH	…sandbox/python/src/opensandbox/api/lifecycle/client.py	0	get a new client matching this one with a new timeout configuration	STRING
HIGH	…ks/sandbox/python/src/opensandbox/api/egress/client.py	0	manually set the underlying httpx.asyncclient note: this will override any other settings on the client, including c	STRING
HIGH	sdks/sandbox/python/src/opensandbox/api/execd/client.py	0	manually set the underlying httpx.asyncclient note: this will override any other settings on the client, including c	STRING
HIGH	…andbox/python/src/opensandbox/api/diagnostic/client.py	0	manually set the underlying httpx.asyncclient note: this will override any other settings on the client, including c	STRING
HIGH	…sandbox/python/src/opensandbox/api/lifecycle/client.py	0	manually set the underlying httpx.asyncclient note: this will override any other settings on the client, including c	STRING
HIGH	…ks/sandbox/python/src/opensandbox/api/egress/client.py	0	get the underlying httpx.client, constructing a new one if not previously set	STRING
HIGH	sdks/sandbox/python/src/opensandbox/api/execd/client.py	0	get the underlying httpx.client, constructing a new one if not previously set	STRING
HIGH	…andbox/python/src/opensandbox/api/diagnostic/client.py	0	get the underlying httpx.client, constructing a new one if not previously set	STRING
HIGH	…sandbox/python/src/opensandbox/api/lifecycle/client.py	0	get the underlying httpx.client, constructing a new one if not previously set	STRING
HIGH	…ks/sandbox/python/src/opensandbox/api/egress/client.py	0	enter a context manager for self.client—you cannot enter twice (see httpx docs)	STRING
HIGH	sdks/sandbox/python/src/opensandbox/api/execd/client.py	0	enter a context manager for self.client—you cannot enter twice (see httpx docs)	STRING
HIGH	…andbox/python/src/opensandbox/api/diagnostic/client.py	0	enter a context manager for self.client—you cannot enter twice (see httpx docs)	STRING
HIGH	…sandbox/python/src/opensandbox/api/lifecycle/client.py	0	enter a context manager for self.client—you cannot enter twice (see httpx docs)	STRING
HIGH	…ks/sandbox/python/src/opensandbox/api/egress/client.py	0	exit a context manager for internal httpx.client (see httpx docs)	STRING
HIGH	sdks/sandbox/python/src/opensandbox/api/execd/client.py	0	exit a context manager for internal httpx.client (see httpx docs)	STRING
HIGH	…andbox/python/src/opensandbox/api/diagnostic/client.py	0	exit a context manager for internal httpx.client (see httpx docs)	STRING
HIGH	…sandbox/python/src/opensandbox/api/lifecycle/client.py	0	exit a context manager for internal httpx.client (see httpx docs)	STRING
HIGH	…ks/sandbox/python/src/opensandbox/api/egress/client.py	0	get the underlying httpx.asyncclient, constructing a new one if not previously set	STRING
HIGH	sdks/sandbox/python/src/opensandbox/api/execd/client.py	0	get the underlying httpx.asyncclient, constructing a new one if not previously set	STRING
HIGH	…andbox/python/src/opensandbox/api/diagnostic/client.py	0	get the underlying httpx.asyncclient, constructing a new one if not previously set	STRING
HIGH	…sandbox/python/src/opensandbox/api/lifecycle/client.py	0	get the underlying httpx.asyncclient, constructing a new one if not previously set	STRING
HIGH	…ks/sandbox/python/src/opensandbox/api/egress/client.py	0	enter a context manager for underlying httpx.asyncclient—you cannot enter twice (see httpx docs)	STRING
HIGH	sdks/sandbox/python/src/opensandbox/api/execd/client.py	0	enter a context manager for underlying httpx.asyncclient—you cannot enter twice (see httpx docs)	STRING
HIGH	…andbox/python/src/opensandbox/api/diagnostic/client.py	0	enter a context manager for underlying httpx.asyncclient—you cannot enter twice (see httpx docs)	STRING
HIGH	…sandbox/python/src/opensandbox/api/lifecycle/client.py	0	enter a context manager for underlying httpx.asyncclient—you cannot enter twice (see httpx docs)	STRING
HIGH	…ks/sandbox/python/src/opensandbox/api/egress/client.py	0	exit a context manager for underlying httpx.asyncclient (see httpx docs)	STRING
HIGH	sdks/sandbox/python/src/opensandbox/api/execd/client.py	0	exit a context manager for underlying httpx.asyncclient (see httpx docs)	STRING
HIGH	…andbox/python/src/opensandbox/api/diagnostic/client.py	0	exit a context manager for underlying httpx.asyncclient (see httpx docs)	STRING
HIGH	…sandbox/python/src/opensandbox/api/lifecycle/client.py	0	exit a context manager for underlying httpx.asyncclient (see httpx docs)	STRING
HIGH	…ks/sandbox/python/src/opensandbox/api/egress/client.py	0	a client which has been authenticated for use on secured endpoints the following are accepted as keyword arguments and w	STRING
HIGH	sdks/sandbox/python/src/opensandbox/api/execd/client.py	0	a client which has been authenticated for use on secured endpoints the following are accepted as keyword arguments and w	STRING
HIGH	…andbox/python/src/opensandbox/api/diagnostic/client.py	0	a client which has been authenticated for use on secured endpoints the following are accepted as keyword arguments and w	STRING
HIGH	…sandbox/python/src/opensandbox/api/lifecycle/client.py	0	a client which has been authenticated for use on secured endpoints the following are accepted as keyword arguments and w	STRING
16 more matches not shown…

Magic Placeholder Names47 hits · 235 pts

Severity	File	Line	Snippet	Context
HIGH	README.md	97	osb config set connection.api_key <your-api-key>	CODE
HIGH	sdks/code-interpreter/python/README.md	48	api_key="your-api-key",	CODE
HIGH	sdks/code-interpreter/python/README.md	109	api_key="your-api-key",	CODE
HIGH	sdks/code-interpreter/csharp/README.md	33	ApiKey = "your-api-key"	CODE
HIGH	sdks/code-interpreter/javascript/README.md	45	apiKey: "your-api-key",	CODE
HIGH	sdks/sandbox/go/README.md	35	lc := opensandbox.NewLifecycleClient("http://localhost:8080/v1", "your-api-key")	CODE
HIGH	sdks/sandbox/python/README.md	36	api_key="your-api-key"	CODE
HIGH	sdks/sandbox/python/README.md	80	api_key="your-api-key",	CODE
HIGH	sdks/sandbox/python/src/opensandbox/__init__.py	57	api_key="your-api-key",	STRING
HIGH	sdks/sandbox/kotlin/README.md	43	.apiKey("your-api-key")	CODE
HIGH	sdks/sandbox/kotlin/code-interpreter/README.md	54	.apiKey("your-api-key")	CODE
HIGH	…main/kotlin/com/alibaba/opensandbox/sandbox/Sandbox.kt	718	* .apiKey("your-api-key")	COMMENT
HIGH	sdks/sandbox/csharp/README.md	34	ApiKey = "your-api-key",	CODE
HIGH	sdks/sandbox/javascript/README.md	37	apiKey: "your-api-key",	CODE
HIGH	specs/sandbox-lifecycle.yml	30	OPEN-SANDBOX-API-KEY: your-api-key	CODE
HIGH	specs/sandbox-lifecycle.yml	35	OPEN_SANDBOX_API_KEY=your-api-key	CODE
HIGH	specs/sandbox-lifecycle.yml	689	1. HTTP Header: OPEN-SANDBOX-API-KEY: your-api-key	CODE
HIGH	specs/diagnostic-api.yml	27	OPEN-SANDBOX-API-KEY: your-api-key	CODE
HIGH	specs/diagnostic-api.yml	32	OPEN_SANDBOX_API_KEY=your-api-key	CODE
HIGH	specs/diagnostic-api.yml	190	1. HTTP Header: OPEN-SANDBOX-API-KEY: your-api-key	CODE
HIGH	docs/sdks/kotlin.md	49	.apiKey("your-api-key")	CODE
HIGH	docs/sdks/go.md	40	lc := opensandbox.NewLifecycleClient("http://localhost:8080/v1", "your-api-key")	CODE
HIGH	docs/sdks/go.md	121	APIKey: "your-api-key",	CODE
HIGH	docs/sdks/python.md	42	api_key="your-api-key"	CODE
HIGH	docs/sdks/python.md	86	api_key="your-api-key",	CODE
HIGH	docs/sdks/csharp.md	40	ApiKey = "your-api-key",	CODE
HIGH	docs/sdks/javascript.md	43	apiKey: "your-api-key",	CODE
HIGH	docs/sdks/code-interpreter/kotlin.md	58	.apiKey("your-api-key")	CODE
HIGH	docs/sdks/code-interpreter/python.md	52	api_key="your-api-key",	CODE
HIGH	docs/sdks/code-interpreter/python.md	113	api_key="your-api-key",	CODE
HIGH	docs/sdks/code-interpreter/csharp.md	37	ApiKey = "your-api-key"	CODE
HIGH	docs/sdks/code-interpreter/javascript.md	51	apiKey: "your-api-key",	CODE
HIGH	docs/cli/index.md	59	osb config set connection.api_key <your-api-key>	CODE
HIGH	docs/cli/index.md	388	api_key = "your-api-key"	CODE
HIGH	docs/examples/docker-ossfs-volume-mount.md	63	export SANDBOX_API_KEY=your-api-key	CODE
HIGH	docs/examples/kubernetes-pvc-volume-mount.md	99	export OPEN_SANDBOX_API_KEY=your-api-key	CODE
HIGH	docs/examples/qwen-code.md	36	export API_KEY=your-api-key	CODE
HIGH	docs/api/index.md	44	- HTTP Header: `OPEN-SANDBOX-API-KEY: your-api-key`	CODE
HIGH	docs/api/index.md	58	- HTTP Header: `OPEN-SANDBOX-API-KEY: your-api-key`	CODE
HIGH	cli/README.md	54	osb config set connection.api_key <your-api-key>	CODE
HIGH	cli/README.md	384	api_key = "your-api-key"	CODE
HIGH	cli/src/opensandbox_cli/config.py	48	# api_key = "your-api-key"	COMMENT
HIGH	examples/kubernetes-pvc-volume-mount/main.py	29	export OPEN_SANDBOX_API_KEY=your-api-key	STRING
HIGH	oseps/0003-volume-and-volumebinding-support.md	237	client = AuthenticatedClient(base_url="https://api.opensandbox.io", token="YOUR_API_KEY")	CODE
HIGH	oseps/0003-volume-and-volumebinding-support.md	297	client = AuthenticatedClient(base_url="https://api.opensandbox.io", token="YOUR_API_KEY")	CODE
HIGH	oseps/0003-volume-and-volumebinding-support.md	375	client = AuthenticatedClient(base_url="https://api.opensandbox.io", token="YOUR_API_KEY")	CODE
HIGH	oseps/0003-volume-and-volumebinding-support.md	462	client = AuthenticatedClient(base_url="https://api.opensandbox.io", token="YOUR_API_KEY")	CODE

Structural Annotation Overuse115 hits · 198 pts

Severity	File	Line	Snippet	Context
LOW	sdks/sandbox/go/pool_reconciler.go	134	// Step 1: Try to acquire the primary lock.	COMMENT
LOW	sdks/sandbox/go/pool_reconciler.go	146	// Step 2: Reap expired idle entries.	COMMENT
LOW	sdks/sandbox/go/pool_reconciler.go	166	// Step 3: Snapshot counters and determine current state.	COMMENT
LOW	sdks/sandbox/go/pool_reconciler.go	179	// Step 4: If idle > maxIdle, shrink excess.	COMMENT
LOW	sdks/sandbox/go/pool_reconciler.go	215	// Step 5: If deficit > 0 and not in backoff, create sandboxes.	COMMENT
LOW	sdks/sandbox/kotlin/code-interpreter/README.md	201	// Step 1: Define variables	COMMENT
LOW	sdks/sandbox/kotlin/code-interpreter/README.md	211	// Step 2: Use variables from previous step	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e_sync.py	458	# Step 2: Write a file from inside the sandbox to the mounted path (read-write)	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e_sync.py	464	# Step 3: Verify the written file is readable	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e_sync.py	476	# Step 4: Verify the mount path is a proper directory	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e_sync.py	541	# Step 2: Verify writing is denied on read-only mount	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e_sync.py	603	# Step 2: Write a file from inside the sandbox to the named volume	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e_sync.py	609	# Step 3: Verify the written file is readable	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e_sync.py	621	# Step 4: Verify the mount path is a proper directory	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e_sync.py	683	# Step 2: Verify writing is denied on read-only mount	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e_sync.py	746	# Step 2: Verify we only see the subpath contents (not the full volume)	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e_sync.py	754	# Step 3: Write a file and verify (retry read-back for transient SSE drops)	COMMENT
LOW	tests/python/tests/test_sandbox_e2e_sync.py	446	# Step 1: Verify the host marker file is visible inside the sandbox	COMMENT
LOW	tests/python/tests/test_sandbox_e2e_sync.py	529	# Step 1: Verify the host marker file is readable	COMMENT
LOW	tests/python/tests/test_sandbox_e2e_sync.py	591	# Step 1: Verify the marker file seeded into the named volume is readable	COMMENT
LOW	tests/python/tests/test_sandbox_e2e_sync.py	671	# Step 1: Verify the marker file is readable	COMMENT
LOW	tests/python/tests/test_sandbox_e2e_sync.py	734	# Step 1: Verify the subpath marker file is readable	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e.py	710	# Step 2: Write a file from inside the sandbox to the mounted path (read-write)	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e.py	717	# Step 3: Verify the written file is readable	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e.py	791	# Step 2: Verify writing is denied on read-only mount	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e.py	850	# Step 2: Write a file from inside the sandbox to the named volume	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e.py	857	# Step 3: Verify the written file is readable	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e.py	869	# Step 4: Verify the mount path is a proper directory	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e.py	927	# Step 2: Verify writing is denied on read-only mount	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e.py	987	# Step 2: Verify we only see the subpath contents (not the full volume)	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e.py	997	# Step 3: Write a file and verify (retry read-back for transient SSE drops)	COMMENT
LOW	tests/python/tests/test_sandbox_e2e.py	697	# Step 1: Verify the host marker file is visible inside the sandbox	COMMENT
LOW	tests/python/tests/test_sandbox_e2e.py	729	# Step 4: Verify the mount path is a proper directory	COMMENT
LOW	tests/python/tests/test_sandbox_e2e.py	779	# Step 1: Verify the host marker file is readable	COMMENT
LOW	tests/python/tests/test_sandbox_e2e.py	837	# Step 1: Verify the marker file seeded into the named volume is readable	COMMENT
LOW	tests/python/tests/test_sandbox_e2e.py	915	# Step 1: Verify the marker file is readable on read-only mount	COMMENT
LOW	tests/python/tests/test_sandbox_e2e.py	974	# Step 1: Verify the subpath marker file is readable	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	531	// Step 1: Verify the host marker file is visible inside the sandbox	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	539	// Step 2: Write a file from inside the sandbox to the mounted path	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	552	// Step 3: Verify the written file is readable	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	559	// Step 4: Verify the mount path is a proper directory	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	605	// Step 1: Verify the host marker file is readable	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	613	// Step 2: Verify writing is denied on read-only mount	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	662	// Step 1: Verify the marker file seeded into the named volume is readable	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	669	// Step 2: Write a file from inside the sandbox to the named volume	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	682	// Step 3: Verify the written file is readable	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	689	// Step 4: Verify the mount path is a proper directory	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	735	// Step 1: Verify the marker file is readable	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	742	// Step 2: Verify writing is denied on read-only mount	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	792	// Step 1: Verify the subpath marker file is readable	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	799	// Step 2: Verify only subPath contents are visible (not the full volume)	COMMENT
LOW	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	815	// Step 3: Write a file and verify	COMMENT
LOW⚡	tests/javascript/tests/test_sandbox_e2e.test.ts	305	// Step 2: Write a file from inside the sandbox to the mounted path	COMMENT
LOW⚡	tests/javascript/tests/test_sandbox_e2e.test.ts	311	// Step 3: Verify the written file is readable	COMMENT
LOW⚡	tests/javascript/tests/test_sandbox_e2e.test.ts	447	// Step 2: Write a file from inside the sandbox to the named volume	COMMENT
LOW⚡	tests/javascript/tests/test_sandbox_e2e.test.ts	453	// Step 3: Verify the written file is readable	COMMENT
LOW⚡	tests/javascript/tests/test_sandbox_e2e.test.ts	590	// Step 2: Verify only subPath contents are visible (not the full volume)	COMMENT
LOW⚡	tests/javascript/tests/test_sandbox_e2e.test.ts	599	// Step 3: Write a file and verify (retry read-back for transient SSE drops)	COMMENT
LOW	tests/javascript/tests/test_sandbox_e2e.test.ts	289	// Step 1: Verify the host marker file is visible inside the sandbox	COMMENT
LOW	tests/javascript/tests/test_sandbox_e2e.test.ts	327	// Step 4: Verify the mount path is a proper directory	COMMENT
55 more matches not shown…

Modern Structural Boilerplate165 hits · 165 pts

Severity	File	Line	Snippet	Context
LOW	…preter/python/src/code_interpreter/code_interpreter.py	36	logger = logging.getLogger(__name__)	CODE
LOW	…de-interpreter/python/src/code_interpreter/__init__.py	34	__all__ = [	CODE
LOW	…rpreter/python/src/code_interpreter/models/__init__.py	25	__all__ = [	CODE
LOW	…r/python/src/code_interpreter/adapters/code_adapter.py	51	logger = logging.getLogger(__name__)	CODE
LOW	…reter/python/src/code_interpreter/adapters/__init__.py	26	__all__ = [	CODE
LOW	…on/src/code_interpreter/adapters/converter/__init__.py	24	__all__ = [	CODE
LOW	…r/python/src/code_interpreter/sync/code_interpreter.py	33	logger = logging.getLogger(__name__)	CODE
LOW	…terpreter/python/src/code_interpreter/sync/__init__.py	18	__all__ = ["CodeInterpreterSync"]	CODE
LOW	…hon/src/code_interpreter/sync/adapters/code_adapter.py	46	logger = logging.getLogger(__name__)	CODE
LOW	…/python/src/code_interpreter/sync/adapters/__init__.py	23	__all__ = [	CODE
LOW	…/python/src/code_interpreter/sync/services/__init__.py	25	__all__ = [	CODE
LOW	…reter/python/src/code_interpreter/services/__init__.py	22	__all__ = [	CODE
LOW	sdks/mcp/sandbox/python/src/opensandbox_mcp/__init__.py	25	__all__ = ["create_server"]	CODE
LOW	sdks/sandbox/python/tests/test_pool_sync.py	579	def set_max_idle(self, pool_name: str, max_idle: int) -> None:	CODE
LOW	sdks/sandbox/python/tests/test_pool_async.py	593	async def set_max_idle(self, pool_name: str, max_idle: int) -> None:	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_redis.py	24	__all__ = [	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_manager.py	43	logger = logging.getLogger(__name__)	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_manager.py	276	__all__ = [	CODE
LOW	…ndbox/python/src/opensandbox/async_redis_pool_store.py	291	async def set_max_idle(self, pool_name: str, max_idle: int) -> None:	CODE
LOW	…ndbox/python/src/opensandbox/async_redis_pool_store.py	307	async def set_idle_entry_ttl(self, pool_name: str, idle_ttl: timedelta) -> None:	CODE
LOW⚡	sdks/sandbox/python/src/opensandbox/pool_async.py	770	__all__ = [	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_async.py	55	logger = logging.getLogger(__name__)	CODE
LOW	…ndbox/python/src/opensandbox/_async_pool_reconciler.py	34	logger = logging.getLogger(__name__)	CODE
LOW	…ks/sandbox/python/src/opensandbox/_async_pool_store.py	180	async def set_max_idle(self, pool_name: str, max_idle: int) -> None:	CODE
LOW	…ks/sandbox/python/src/opensandbox/_async_pool_store.py	185	async def set_idle_entry_ttl(self, pool_name: str, idle_ttl: timedelta) -> None:	CODE
LOW	sdks/sandbox/python/src/opensandbox/__init__.py	130	__all__ = [	CODE
LOW	sdks/sandbox/python/src/opensandbox/redis_pool_store.py	375	def set_max_idle(self, pool_name: str, max_idle: int) -> None:	STRING
LOW	sdks/sandbox/python/src/opensandbox/redis_pool_store.py	391	def set_idle_entry_ttl(self, pool_name: str, idle_ttl: timedelta) -> None:	STRING
LOW	sdks/sandbox/python/src/opensandbox/sandbox.py	63	logger = logging.getLogger(__name__)	CODE
LOW	sdks/sandbox/python/src/opensandbox/_pool_reconciler.py	35	logger = logging.getLogger(__name__)	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool.py	52	__all__ = [	CODE
LOW	sdks/sandbox/python/src/opensandbox/_pool_store.py	184	def set_max_idle(self, pool_name: str, max_idle: int) -> None:	CODE
LOW	sdks/sandbox/python/src/opensandbox/_pool_store.py	189	def set_idle_entry_ttl(self, pool_name: str, idle_ttl: timedelta) -> None:	CODE
LOW	sdks/sandbox/python/src/opensandbox/manager.py	42	logger = logging.getLogger(__name__)	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_types.py	219	def set_max_idle(self, pool_name: str, max_idle: int) -> None: ...	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_types.py	221	def set_idle_entry_ttl(self, pool_name: str, idle_ttl: timedelta) -> None: ...	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_types.py	261	async def set_max_idle(self, pool_name: str, max_idle: int) -> None: ...	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_types.py	263	async def set_idle_entry_ttl(self, pool_name: str, idle_ttl: timedelta) -> None: ...	CODE
LOW	sdks/sandbox/python/src/opensandbox/config/__init__.py	23	__all__ = ["ConnectionConfig", "ConnectionConfigSync"]	CODE
LOW	sdks/sandbox/python/src/opensandbox/models/__init__.py	91	__all__ = [	CODE
LOW	…/sandbox/python/src/opensandbox/exceptions/__init__.py	36	__all__ = [	CODE
LOW	…dbox/python/src/opensandbox/adapters/health_adapter.py	31	logger = logging.getLogger(__name__)	CODE
LOW	…x/python/src/opensandbox/adapters/sandboxes_adapter.py	60	logger = logging.getLogger(__name__)	CODE
LOW	…dbox/python/src/opensandbox/adapters/egress_adapter.py	47	logger = logging.getLogger(__name__)	CODE
LOW	…/python/src/opensandbox/adapters/filesystem_adapter.py	58	logger = logging.getLogger(__name__)	CODE
LOW	…/python/src/opensandbox/adapters/filesystem_adapter.py	518	async def set_permissions(self, entries: list[SetPermissionEntry]) -> None:	CODE
LOW	…python/src/opensandbox/adapters/diagnostics_adapter.py	34	logger = logging.getLogger(__name__)	CODE
LOW	…box/python/src/opensandbox/adapters/command_adapter.py	57	logger = logging.getLogger(__name__)	CODE
LOW	…ks/sandbox/python/src/opensandbox/adapters/__init__.py	30	__all__ = [	CODE
LOW	…ox/python/src/opensandbox/adapters/isolated_adapter.py	53	logger = logging.getLogger(__name__)	CODE
LOW	…rc/opensandbox/adapters/isolated_filesystem_adapter.py	53	logger = logging.getLogger(__name__)	CODE
LOW	…rc/opensandbox/adapters/isolated_filesystem_adapter.py	305	async def set_permissions(self, entries: list[SetPermissionEntry]) -> None:	CODE
LOW	…box/python/src/opensandbox/adapters/metrics_adapter.py	40	logger = logging.getLogger(__name__)	CODE
LOW	…src/opensandbox/adapters/converter/response_handler.py	33	logger = logging.getLogger(__name__)	CODE
LOW	…/opensandbox/adapters/converter/exception_converter.py	54	logger = logging.getLogger(__name__)	CODE
LOW	…/python/src/opensandbox/adapters/converter/__init__.py	48	__all__ = [	CODE
LOW	sdks/sandbox/python/src/opensandbox/api/egress/types.py	70	__all__ = ["UNSET", "File", "FileTypes", "RequestFiles", "Response", "Unset"]	CODE
LOW	…ks/sandbox/python/src/opensandbox/api/egress/errors.py	32	__all__ = ["UnexpectedStatus"]	CODE
LOW	sdks/sandbox/python/src/opensandbox/api/execd/types.py	70	__all__ = ["UNSET", "File", "FileTypes", "RequestFiles", "Response", "Unset"]	CODE
LOW	sdks/sandbox/python/src/opensandbox/api/execd/errors.py	32	__all__ = ["UnexpectedStatus"]	CODE
105 more matches not shown…

Verbosity Indicators89 hits · 157 pts

Severity	File	Line	Snippet	Context
LOW	sdks/sandbox/go/pool_reconciler.go	134	// Step 1: Try to acquire the primary lock.	COMMENT
LOW	sdks/sandbox/go/pool_reconciler.go	146	// Step 2: Reap expired idle entries.	COMMENT
LOW	sdks/sandbox/go/pool_reconciler.go	166	// Step 3: Snapshot counters and determine current state.	COMMENT
LOW	sdks/sandbox/go/pool_reconciler.go	179	// Step 4: If idle > maxIdle, shrink excess.	COMMENT
LOW	sdks/sandbox/go/pool_reconciler.go	215	// Step 5: If deficit > 0 and not in backoff, create sandboxes.	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e_sync.py	458	# Step 2: Write a file from inside the sandbox to the mounted path (read-write)	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e_sync.py	464	# Step 3: Verify the written file is readable	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e_sync.py	476	# Step 4: Verify the mount path is a proper directory	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e_sync.py	541	# Step 2: Verify writing is denied on read-only mount	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e_sync.py	603	# Step 2: Write a file from inside the sandbox to the named volume	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e_sync.py	609	# Step 3: Verify the written file is readable	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e_sync.py	621	# Step 4: Verify the mount path is a proper directory	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e_sync.py	683	# Step 2: Verify writing is denied on read-only mount	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e_sync.py	746	# Step 2: Verify we only see the subpath contents (not the full volume)	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e_sync.py	754	# Step 3: Write a file and verify (retry read-back for transient SSE drops)	COMMENT
LOW	tests/python/tests/test_sandbox_e2e_sync.py	446	# Step 1: Verify the host marker file is visible inside the sandbox	COMMENT
LOW	tests/python/tests/test_sandbox_e2e_sync.py	529	# Step 1: Verify the host marker file is readable	COMMENT
LOW	tests/python/tests/test_sandbox_e2e_sync.py	591	# Step 1: Verify the marker file seeded into the named volume is readable	COMMENT
LOW	tests/python/tests/test_sandbox_e2e_sync.py	671	# Step 1: Verify the marker file is readable	COMMENT
LOW	tests/python/tests/test_sandbox_e2e_sync.py	734	# Step 1: Verify the subpath marker file is readable	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e.py	710	# Step 2: Write a file from inside the sandbox to the mounted path (read-write)	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e.py	717	# Step 3: Verify the written file is readable	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e.py	791	# Step 2: Verify writing is denied on read-only mount	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e.py	850	# Step 2: Write a file from inside the sandbox to the named volume	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e.py	857	# Step 3: Verify the written file is readable	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e.py	869	# Step 4: Verify the mount path is a proper directory	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e.py	927	# Step 2: Verify writing is denied on read-only mount	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e.py	987	# Step 2: Verify we only see the subpath contents (not the full volume)	COMMENT
LOW⚡	tests/python/tests/test_sandbox_e2e.py	997	# Step 3: Write a file and verify (retry read-back for transient SSE drops)	COMMENT
LOW	tests/python/tests/test_sandbox_e2e.py	697	# Step 1: Verify the host marker file is visible inside the sandbox	COMMENT
LOW	tests/python/tests/test_sandbox_e2e.py	729	# Step 4: Verify the mount path is a proper directory	COMMENT
LOW	tests/python/tests/test_sandbox_e2e.py	779	# Step 1: Verify the host marker file is readable	COMMENT
LOW	tests/python/tests/test_sandbox_e2e.py	837	# Step 1: Verify the marker file seeded into the named volume is readable	COMMENT
LOW	tests/python/tests/test_sandbox_e2e.py	915	# Step 1: Verify the marker file is readable on read-only mount	COMMENT
LOW	tests/python/tests/test_sandbox_e2e.py	974	# Step 1: Verify the subpath marker file is readable	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	531	// Step 1: Verify the host marker file is visible inside the sandbox	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	539	// Step 2: Write a file from inside the sandbox to the mounted path	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	552	// Step 3: Verify the written file is readable	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	559	// Step 4: Verify the mount path is a proper directory	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	605	// Step 1: Verify the host marker file is readable	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	613	// Step 2: Verify writing is denied on read-only mount	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	662	// Step 1: Verify the marker file seeded into the named volume is readable	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	669	// Step 2: Write a file from inside the sandbox to the named volume	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	682	// Step 3: Verify the written file is readable	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	689	// Step 4: Verify the mount path is a proper directory	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	735	// Step 1: Verify the marker file is readable	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	742	// Step 2: Verify writing is denied on read-only mount	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	792	// Step 1: Verify the subpath marker file is readable	COMMENT
LOW⚡	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	799	// Step 2: Verify only subPath contents are visible (not the full volume)	COMMENT
LOW	…t/java/com/alibaba/opensandbox/e2e/SandboxE2ETest.java	815	// Step 3: Write a file and verify	COMMENT
LOW⚡	tests/javascript/tests/test_sandbox_e2e.test.ts	305	// Step 2: Write a file from inside the sandbox to the mounted path	COMMENT
LOW⚡	tests/javascript/tests/test_sandbox_e2e.test.ts	311	// Step 3: Verify the written file is readable	COMMENT
LOW⚡	tests/javascript/tests/test_sandbox_e2e.test.ts	447	// Step 2: Write a file from inside the sandbox to the named volume	COMMENT
LOW⚡	tests/javascript/tests/test_sandbox_e2e.test.ts	453	// Step 3: Verify the written file is readable	COMMENT
LOW⚡	tests/javascript/tests/test_sandbox_e2e.test.ts	590	// Step 2: Verify only subPath contents are visible (not the full volume)	COMMENT
LOW⚡	tests/javascript/tests/test_sandbox_e2e.test.ts	599	// Step 3: Write a file and verify (retry read-back for transient SSE drops)	COMMENT
LOW	tests/javascript/tests/test_sandbox_e2e.test.ts	289	// Step 1: Verify the host marker file is visible inside the sandbox	COMMENT
LOW	tests/javascript/tests/test_sandbox_e2e.test.ts	327	// Step 4: Verify the mount path is a proper directory	COMMENT
LOW	tests/javascript/tests/test_sandbox_e2e.test.ts	372	// Step 1: Verify the host marker file is readable	COMMENT
LOW	tests/javascript/tests/test_sandbox_e2e.test.ts	388	// Step 2: Verify writing is denied on read-only mount	COMMENT
29 more matches not shown…

Cross-Language Confusion22 hits · 120 pts

Severity	File	Line	Snippet	Context
HIGH	…python/tests/test_command_service_adapter_streaming.py	84	b'data: {"type":"error","error":{"ename":"CommandExecError","evalue":"fork/exec /usr/bin/bash: resource	CODE
HIGH	…n/tests/test_sync_command_service_adapter_streaming.py	75	b'data: {"type":"error","error":{"ename":"CommandExecError","evalue":"fork/exec /usr/bin/bash: resource	CODE
HIGH⚡	tests/python/tests/test_isolated_session_e2e.py	229	await session.run("mkdir -p /tmp/subdir && echo nested > /tmp/subdir/file.txt")	CODE
HIGH⚡	tests/python/tests/test_isolated_session_e2e.py	230	result = await session.run("cat /tmp/persist.txt && cat /tmp/subdir/file.txt")	CODE
HIGH⚡	tests/python/tests/test_isolated_session_e2e.py	442	f"cat /tmp/{marker} 2>&1 \|\| echo NOT_FOUND"	CODE
HIGH⚡	tests/python/tests/test_isolated_session_e2e.py	487	host_check = await self.sandbox.commands.run(f"cat {path} 2>&1 \|\| echo NOT_FOUND")	CODE
HIGH	tests/python/tests/test_isolated_session_e2e.py	184	"cat /tmp/isolated_test_file.txt 2>&1 \|\| echo NOT_FOUND"	CODE
HIGH⚡	server/tests/k8s/test_k8s_windows_profile.py	141	entrypoint=["/bin/sh", "-c", "patch && exec /run/entry.sh"],	CODE
HIGH⚡	server/tests/k8s/test_k8s_windows_profile.py	146	assert main["command"] == ["/bin/sh", "-c", "patch && exec /run/entry.sh"]	CODE
HIGH	server/opensandbox_server/config.py	461	"Set to 0 to disable (TOML cannot express null). "	CODE
HIGH	server/opensandbox_server/api/schema.py	419	"When omitted or null, the sandbox will not auto-terminate and must be deleted explicitly. "	CODE
HIGH	server/opensandbox_server/services/signing.py	23	inner = BE32(len(secret)) \|\| secret \|\| BE32(len(canonical)) \|\| canonical	STRING
HIGH	server/opensandbox_server/services/signing.py	145	``inner = BE32(len(secret)) \|\| secret \|\| BE32(len(canonical)) \|\| canonical``	STRING
HIGH	…ver/opensandbox_server/services/k8s/provider_common.py	128	"chmod +x /opt/opensandbox/bwrap \|\| true)"	CODE
HIGH	components/execd/tests/smoke_api.py	54	payload = {"command": "echo smoke-command && sleep 1", "background": True}	CODE
HIGH	components/execd/tests/smoke_api.py	155	"command": "sh -c 'echo long-run-start && sleep 20 && echo long-run-end'",	CODE
HIGH	examples/qwen-code/main.py	115	'cd /tmp/qwen-code-example && qwen -p "Compute 1+1 and reply with only the final number."'	CODE
HIGH	examples/host-volume-mount/main.py	171	"touch /mnt/readonly/should-fail.txt 2>&1 \|\| echo 'Write denied (expected)'"	CODE
HIGH	examples/docker-pvc-volume-mount/main.py	198	"touch /mnt/readonly/should-fail.txt 2>&1 \|\| echo 'Write denied (expected)'"	CODE
HIGH	examples/docker-pvc-volume-mount/main.py	312	result = await sandbox.commands.run("test -f /mnt/training-data/marker.txt && echo FOUND \|\| echo NOT-FOUND")	CODE
HIGH	examples/docker-pvc-volume-mount/main.py	312	result = await sandbox.commands.run("test -f /mnt/training-data/marker.txt && echo FOUND \|\| echo NOT-FOUND")	CODE
HIGH	examples/rl-training/main.py	113	"apt-get update && apt-get install -y python3-pip",	CODE

Hallucination Indicators7 hits · 70 pts

Severity	File	Line	Snippet	Context
CRITICAL	…om/alibaba/opensandbox/sandbox/pool/SandboxPoolTest.kt	249	com.alibaba.opensandbox.sandbox.domain.pool.PoolConfig.builder()	CODE
CRITICAL	…om/alibaba/opensandbox/sandbox/pool/SandboxPoolTest.kt	279	com.alibaba.opensandbox.sandbox.domain.pool.PoolConfig.builder()	CODE
CRITICAL	…ox/infrastructure/adapters/service/SandboxesAdapter.kt	79	com.alibaba.opensandbox.sandbox.infrastructure.cache.EndpointCache(	CODE
CRITICAL	…ox/infrastructure/adapters/service/SandboxesAdapter.kt	242	name?.let { com.alibaba.opensandbox.sandbox.api.models.CreateSnapshotRequest(name = it) },	CODE
CRITICAL	…ox/infrastructure/adapters/service/SandboxesAdapter.kt	287	val key = com.alibaba.opensandbox.sandbox.infrastructure.cache.EndpointCacheKey(sandboxId, port, useServerProxy)	CODE
CRITICAL	…tructure/adapters/service/IsolatedFilesystemAdapter.kt	259	com.alibaba.opensandbox.sandbox.api.models.execd.Permission(	CODE
CRITICAL	…x/infrastructure/adapters/service/FilesystemAdapter.kt	265	com.alibaba.opensandbox.sandbox.api.models.execd.Permission(	CODE

Deep Nesting76 hits · 64 pts

Severity	File	Line	Context
LOW	…hon/src/code_interpreter/sync/adapters/code_adapter.py	232	CODE
LOW	sdks/sandbox/python/tests/test_pool_store.py	138	CODE
LOW	sdks/sandbox/python/tests/test_pool_store.py	147	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_async.py	167	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_async.py	267	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_async.py	403	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_async.py	472	CODE
LOW	…ndbox/python/src/opensandbox/_async_pool_reconciler.py	61	CODE
LOW	sdks/sandbox/python/src/opensandbox/_pool_reconciler.py	111	CODE
LOW	…/python/src/opensandbox/adapters/filesystem_adapter.py	274	CODE
LOW	…/python/src/opensandbox/adapters/filesystem_adapter.py	329	CODE
LOW	…/python/src/opensandbox/adapters/filesystem_adapter.py	341	CODE
LOW	…rc/opensandbox/adapters/isolated_filesystem_adapter.py	183	CODE
LOW	…src/opensandbox/adapters/converter/response_handler.py	101	CODE
LOW	…ndbox/adapters/converter/filesystem_model_converter.py	74	CODE
LOW	…ndbox/adapters/converter/execution_event_dispatcher.py	45	CODE
LOW	…rc/opensandbox/api/egress/models/credential_binding.py	56	CODE
LOW	sdks/sandbox/python/src/opensandbox/sync/pool.py	173	CODE
LOW	sdks/sandbox/python/src/opensandbox/sync/pool.py	274	CODE
LOW	sdks/sandbox/python/src/opensandbox/sync/pool.py	393	CODE
LOW	sdks/sandbox/python/src/opensandbox/sync/pool.py	457	CODE
LOW	…on/src/opensandbox/sync/adapters/filesystem_adapter.py	240	CODE
LOW	…on/src/opensandbox/sync/adapters/filesystem_adapter.py	292	CODE
LOW	…on/src/opensandbox/sync/adapters/filesystem_adapter.py	303	CODE
LOW	…thon/src/opensandbox/sync/adapters/isolated_adapter.py	224	CODE
LOW	…ensandbox/sync/adapters/isolated_filesystem_adapter.py	187	CODE
LOW	…/sync/adapters/converter/execution_event_dispatcher.py	41	CODE
LOW	tests/python/tests/test_sandbox_pool_e2e_async.py	849	CODE
LOW	tests/python/tests/test_sandbox_pool_e2e_sync.py	905	CODE
LOW	tests/python/tests/test_code_interpreter_e2e.py	116	CODE
LOW	tests/python/tests/test_code_interpreter_e2e.py	172	CODE
LOW	tests/python/tests/test_code_interpreter_e2e.py	303	CODE
LOW	tests/python/tests/test_code_interpreter_e2e.py	139	CODE
LOW	tests/python/tests/test_code_interpreter_e2e_sync.py	109	CODE
LOW	tests/python/tests/test_code_interpreter_e2e_sync.py	165	CODE
LOW	tests/python/tests/test_code_interpreter_e2e_sync.py	132	CODE
LOW	tests/python/tests/test_code_interpreter_e2e_sync.py	935	CODE
LOW	tests/python/tests/test_sandbox_manager_e2e_sync.py	54	CODE
LOW	server/tests/test_docker_service.py	2553	CODE
LOW	server/tests/test_docker_service.py	2718	CODE
LOW	server/opensandbox_server/config.py	332	CODE
LOW	server/opensandbox_server/config.py	965	CODE
LOW	server/opensandbox_server/api/proxy.py	347	CODE
LOW	server/opensandbox_server/services/sandbox_service.py	63	CODE
LOW	…er/opensandbox_server/services/docker/container_ops.py	382	CODE
LOW	…r/opensandbox_server/services/docker/docker_service.py	504	CODE
LOW	…/opensandbox_server/services/docker/windows_profile.py	119	CODE
LOW	…/opensandbox_server/services/docker/windows_profile.py	198	CODE
LOW	server/opensandbox_server/services/docker/volumes.py	49	CODE
LOW	server/opensandbox_server/services/docker/volumes.py	349	CODE
LOW	server/opensandbox_server/services/docker/runtime.py	51	CODE
LOW	server/opensandbox_server/services/docker/networking.py	383	CODE
LOW	server/opensandbox_server/services/docker/networking.py	545	CODE
LOW	…ensandbox_server/services/docker/docker_diagnostics.py	67	CODE
LOW	server/opensandbox_server/services/k8s/volume_helper.py	51	CODE
LOW	…/opensandbox_server/services/k8s/kubernetes_service.py	198	CODE
LOW	…/opensandbox_server/services/k8s/kubernetes_service.py	407	CODE
LOW	…/opensandbox_server/services/k8s/kubernetes_service.py	718	CODE
LOW	…/opensandbox_server/services/k8s/kubernetes_service.py	1385	CODE
LOW	…ver/opensandbox_server/services/k8s/windows_profile.py	64	CODE
16 more matches not shown…

Modern AI Meta-Vocabulary15 hits · 51 pts

Severity	File	Line	Snippet	Context
MEDIUM	server/opensandbox_server/api/lifecycle.py	302	# Delegate to the service layer for pause orchestration	COMMENT
MEDIUM	server/opensandbox_server/api/lifecycle.py	339	# Delegate to the service layer for resume orchestration	COMMENT
MEDIUM	kubernetes/cmd/controller/main.go	49	// +kubebuilder:scaffold:imports	COMMENT
MEDIUM	kubernetes/cmd/controller/main.go	136	// +kubebuilder:scaffold:scheme	COMMENT
MEDIUM	kubernetes/cmd/controller/main.go	468	// +kubebuilder:scaffold:builder	COMMENT
MEDIUM	kubernetes/config/crd/kustomization.yaml	8	# +kubebuilder:scaffold:crdkustomizeresource	COMMENT
MEDIUM	kubernetes/config/crd/kustomization.yaml	13	# +kubebuilder:scaffold:crdkustomizewebhookpatch	COMMENT
MEDIUM⚡	kubernetes/config/default/kustomization.yaml	225	# targets: # Do not remove or uncomment the following scaffold marker; required to generate code for target CRD.	COMMENT
MEDIUM⚡	kubernetes/config/default/kustomization.yaml	226	# +kubebuilder:scaffold:crdkustomizecainjectionns	COMMENT
MEDIUM⚡	kubernetes/config/default/kustomization.yaml	233	# targets: # Do not remove or uncomment the following scaffold marker; required to generate code for target CRD.	COMMENT
MEDIUM⚡	kubernetes/config/default/kustomization.yaml	234	# +kubebuilder:scaffold:crdkustomizecainjectionname	COMMENT
MEDIUM	kubernetes/config/samples/kustomization.yaml	6	# +kubebuilder:scaffold:manifestskustomizesamples	COMMENT
MEDIUM	kubernetes/config/scorecard/kustomization.yaml	18	# +kubebuilder:scaffold:patches	COMMENT
MEDIUM	kubernetes/internal/controller/suite_test.go	39	// +kubebuilder:scaffold:imports	COMMENT
MEDIUM	kubernetes/internal/controller/suite_test.go	70	// +kubebuilder:scaffold:scheme	COMMENT

Fake / Example Data33 hits · 34 pts

Severity	File	Line	Snippet	Context
LOW	sdks/sandbox/go/credential_vault_test.go	61	"placeholder": "__api_token__",	CODE
LOW	sdks/sandbox/go/types.go	340	Placeholder string `json:"placeholder"`	CODE
LOW	…ensandbox/api/egress/models/credential_substitution.py	62	"placeholder": placeholder,	CODE
LOW	…ensandbox/api/egress/models/credential_substitution.py	74	placeholder = d.pop("placeholder")	CODE
LOW	…x/infrastructure/adapters/service/EgressAdapterTest.kt	206	assertEquals("__api_token__", substitution["placeholder"]!!.jsonPrimitive.content)	CODE
LOW	…ndbox/infrastructure/adapters/service/EgressAdapter.kt	370	put("placeholder", JsonPrimitive(placeholder))	CODE
LOW	…OpenSandbox.Tests/EgressAdapterCredentialVaultTests.cs	89	root.GetProperty("bindings")[0].GetProperty("auth").GetProperty("substitutions")[0].GetProperty("placeholder").G	CODE
LOW	sdks/sandbox/csharp/src/OpenSandbox/Models/Sandboxes.cs	251	[JsonPropertyName("placeholder")]	CODE
LOW	tests/python/tests/test_credential_vault_e2e.py	156	"placeholder": "__query_secret__",	CODE
LOW	tests/python/tests/test_credential_vault_e2e.py	170	"placeholder": "__path_secret__",	CODE
LOW	tests/python/tests/test_credential_vault_e2e.py	184	"placeholder": "__body_secret__",	CODE
LOW	docs/guides/credential-vault.md	149	"placeholder": "__client_secret__",	CODE
LOW⚡	docs/guides/credential-vault.md	206	"placeholder": "__tenant_id__",	CODE
LOW⚡	docs/guides/credential-vault.md	211	"placeholder": "__api_key__",	CODE
LOW⚡	docs/guides/credential-vault.md	216	"placeholder": "__client_secret__",	CODE
LOW	docs/guides/credential-vault.md	305	"ANTHROPIC_API_KEY": "fake-key-inside-sandbox",	CODE
LOW	docs/examples/openclaw.md	25	\| `OPENCLAW_TOKEN` \| `dummy-token-for-sandbox` \| Gateway authentication token \|	CODE
LOW	docs/examples/openclaw.md	92	- Token: `OPENCLAW_GATEWAY_TOKEN` (default: `dummy-token-for-sandbox`)	CODE
LOW	docs/examples/aks-kata.md	221	# Expected: fake-key-inside-sandbox	COMMENT
LOW	components/egress/mitmscripts/system.py	371	placeholder = substitution.get("placeholder")	CODE
LOW⚡	components/egress/tests/test_mitmscripts_system.py	274	"placeholder": "__query_secret__",	CODE
LOW⚡	components/egress/tests/test_mitmscripts_system.py	279	"placeholder": "__tenant_id__",	CODE
LOW⚡	components/egress/tests/test_mitmscripts_system.py	284	"placeholder": "__body_secret__",	CODE
LOW⚡	components/egress/tests/test_mitmscripts_system.py	289	"placeholder": "__form_secret__",	CODE
LOW	components/egress/tests/test_mitmscripts_system.py	389	"placeholder": "__a__",	CODE
LOW	components/egress/tests/test_mitmscripts_system.py	394	"placeholder": "__b__",	CODE
LOW	components/egress/tests/test_mitmscripts_system.py	431	"placeholder": "__header_secret__",	CODE
LOW	components/egress/tests/test_mitmscripts_system.py	480	"placeholder": "__tenant_id__",	CODE
LOW	components/egress/tests/test_mitmscripts_system.py	515	"placeholder": "__tenant_id__",	CODE
LOW	components/egress/pkg/credentialvault/vault.go	142	Placeholder string `json:"placeholder"`	CODE
LOW	components/egress/pkg/credentialvault/vault.go	199	Placeholder string `json:"placeholder"`	CODE
LOW	examples/openclaw/main.py	30	DEFAULT_TOKEN = os.getenv("OPENCLAW_TOKEN", "dummy-token-for-sandbox")	CODE
LOW	examples/aks-kata/main.py	209	"AZURE_OPENAI_API_KEY": "fake-key-inside-sandbox",	CODE

Self-Referential Comments7 hits · 19 pts

Severity	File	Line	Snippet	Context
MEDIUM	sdks/sandbox/python/src/opensandbox/sync/sandbox.py	97	# Create a sandbox (blocking)	STRING
MEDIUM⚡	tests/python/tests/test_isolated_session_e2e.py	652	# Create the source dir and the destination mount point (bwrap binds	COMMENT
MEDIUM	server/tests/test_docker_service.py	3428	# Create the subPath directory	COMMENT
MEDIUM	server/tests/test_docker_service.py	3474	# Create a symlink within the allowed path that points to /	COMMENT
MEDIUM⚡	server/tests/k8s/test_provider_factory.py	128	# Create a custom provider class	STRING
MEDIUM	…/opensandbox_server/services/k8s/kubernetes_service.py	819	# Create the workload CR. Three failure modes drive PVC cleanup:	COMMENT
MEDIUM	kubernetes/config/crd/kustomizeconfig.yaml	1	# This file is for teaching kustomize how to substitute name and namespace reference in CRD	COMMENT

AI Structural Patterns13 hits · 12 pts

Severity	File	Line	Context
LOW	sdks/mcp/sandbox/python/src/opensandbox_mcp/server.py	129	CODE
LOW	sdks/sandbox/python/src/opensandbox/pool_async.py	63	CODE
LOW	sdks/sandbox/python/src/opensandbox/sandbox.py	506	CODE
LOW	sdks/sandbox/python/src/opensandbox/sync/sandbox.py	491	CODE
LOW	sdks/sandbox/python/src/opensandbox/sync/pool.py	62	CODE
LOW	tests/python/tests/test_sandbox_pool_e2e_sync.py	803	CODE
LOW	server/tests/k8s/test_pool_service.py	29	CODE
LOW	server/opensandbox_server/middleware/auth.py	136	CODE
LOW	server/opensandbox_server/middleware/auth.py	153	CODE
LOW	…nsandbox_server/services/k8s/agent_sandbox_provider.py	123	CODE
LOW	…nsandbox_server/services/k8s/agent_sandbox_provider.py	246	CODE
LOW	…ensandbox_server/services/k8s/batchsandbox_provider.py	103	CODE
LOW	…r/opensandbox_server/services/k8s/workload_provider.py	36	CODE

Synthetic Comment Markers2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	docs/guides/secure-container.md	38	OpenSandbox is designed to execute untrusted code generated by AI models (Claude, GPT-4, Gemini, etc.). Secure runtimes	CODE
HIGH	oseps/0004-secure-container-runtime.md	47	OpenSandbox is designed to execute untrusted code generated by AI models (such as Claude, GPT-4, Gemini). While standard	CODE

Redundant / Tautological Comments4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	sdks/sandbox/python/scripts/generate_api.py	336	# Check if openapi-python-client is available	COMMENT
LOW	tests/python/tests/test_code_interpreter_e2e.py	244	# Check if it's a retryable network error	COMMENT
LOW	examples/kubernetes-pvc-volume-mount/main.py	106	# Read the file written by the previous sandbox	COMMENT
LOW	oseps/init-osep.sh	176	# Check if destination exists	COMMENT

Overly Generic Function Names6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	…ndbox/python/tests/test_filesystem_upload_transport.py	49	def handle_request(self, request: httpx.Request) -> httpx.Response:	CODE
LOW	…/sandbox/python/tests/test_credential_vault_adapter.py	80	def handle_request(self, request: httpx.Request) -> httpx.Response:	CODE
LOW	sdks/sandbox/python/tests/test_pool_sync.py	585	def handle_request(self, request: httpx.Request) -> httpx.Response:	CODE
LOW	…thon/tests/test_sandbox_manager_sync_business_logic.py	113	def handle_request(self, request: httpx.Request) -> httpx.Response: # pragma: no cover	CODE
LOW	…n/tests/test_sync_command_service_adapter_streaming.py	29	def handle_request(self, request: httpx.Request) -> httpx.Response:	CODE
LOW	sdks/sandbox/python/tests/test_pool_manager.py	168	def handle_request(self, request: Any) -> Any:	CODE

Example Usage Blocks4 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	components/execd/bootstrap.sh	299	# Usage:	COMMENT
LOW	components/execd/tests/sigterm_forward.sh	21	# Usage:	COMMENT
LOW	components/execd/tests/smoke_bwrap.sh	6	# Usage:	COMMENT
LOW	components/execd/configs/isolation.example.toml	3	# Usage:	COMMENT

AI Slop Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	server/tests/k8s/test_kubernetes_service.py	1284	# must catch this for ALL PVC mounts, not just create-if-not-exists.	COMMENT

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings