vercel/vercel

2.5

Adjusted Score

2.5

Raw Score

100%

Time Factor

2026-07-14

Last Push

15.9K

Stars

TypeScript

Language

1.0M

Lines of Code

5.0K

Files

2.0K

Pattern Hits

2026-07-14

Scan Date

0.01

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 0HIGH 63MEDIUM 140LOW 1797

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 2000 distinct pattern matches across 22 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 Identifiers771 hits · 775 pts

Severity	File	Line	Snippet	Context
LOW	python/vercel-runtime/tests/test_runtime.py	483	async def test_server_started_get_post_ping_lifecycle(	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	547	async def test_oidc_header_uses_environment_fallback(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	566	async def test_malformed_request_line(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	588	async def test_sc_headers_stripped_per_no_leak_flag(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	651	async def test_wsgi_requests_and_lifecycle(	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	680	async def test_wsgi_chunked_post_without_content_length(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	705	async def test_wsgi_closeable_response(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	724	async def test_oidc_header_uses_environment_fallback(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	742	async def test_sc_headers_stripped_per_no_leak_flag(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	796	async def test_wsgi_websocket_ends_request_after_handshake(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	858	async def test_wsgi_websocket_emits_single_end_message(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	889	async def test_wsgi_non_upgrade_request_still_works(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	917	async def test_asgi_requests_ping_and_lifecycle(	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	980	async def test_oidc_header_uses_environment_fallback(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	998	async def test_sc_headers_stripped_per_no_leak_flag(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	1052	async def test_asgi_websocket_ends_request_after_handshake(	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	1127	async def test_asgi_websocket_server_close_ends_request(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	1177	async def test_asgi_websocket_reject_ends_request(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	1239	async def test_cron_secret_is_enforced_by_wrapper(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	1277	async def test_bootstraps_dunder_main_entrypoint_for_cron_service(	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	1308	async def test_bootstraps_dunder_main_entrypoint_for_schedule_job_service(	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	1340	async def test_bootstraps_sync_handler_function_for_cron_service(	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	1373	async def test_bootstraps_async_handler_function_for_cron_service(	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	1406	async def test_multi_cron_routes_dispatches_by_path(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	1475	async def test_multi_cron_routes_enforces_cron_secret(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	1521	async def test_log_levels_and_print(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	1586	async def test_missing_handler_exits(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	1605	async def test_missing_cron_entrypoint_exits(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	1622	async def test_bad_handler_subclass_exits(	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	1650	async def test_missing_env_var_exits(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	1849	async def test_lifespan_startup_runs_before_request(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	1868	async def test_missing_handler_exits(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	1891	async def test_asgi_bad_start_message(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	1903	async def test_asgi_bad_body_message(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_cache_context.py	71	def test_returns_none_when_vercel_cache_missing(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_cache_context.py	77	def test_constructs_clients_and_installs_into_context(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_cache_context.py	113	def test_falls_back_when_async_cache_kwarg_unsupported(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_cache_context.py	140	def test_noop_when_sc_headers_missing(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_cache_context.py	157	def test_noop_when_sc_host_missing(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_cache_context.py	173	def test_noop_when_vercel_cache_unavailable(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_cache_context.py	182	def test_noop_when_sc_headers_invalid_json(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_cache_context.py	198	def test_noop_when_sc_headers_not_dict(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_cache_context.py	216	def test_installs_cache_when_sc_headers_present(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_cache_context.py	242	def test_calls_set_context_with_none_for_both_slots(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_cache_context.py	256	def test_falls_back_when_async_cache_kwarg_unsupported(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_cache_context.py	278	def test_noop_when_vercel_cache_unavailable(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_sourcecode.py	26	def test_cqa_ruff_format_check(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_sourcecode.py	70	def test_cqa_typecheck_pyright(self) -> None:	CODE
LOW⚡	python/vercel-runtime/tests/test_wsgi_websocket.py	54	def test_detects_upgrade_with_multiple_connection_tokens(self) -> None:	CODE
LOW⚡	python/vercel-runtime/tests/test_wsgi_websocket.py	61	def test_missing_connection_upgrade_token(self) -> None:	CODE
LOW⚡	python/vercel-runtime/tests/test_wsgi_websocket.py	68	def test_missing_upgrade_header(self) -> None:	CODE
LOW⚡	python/vercel-runtime/tests/test_wsgi_websocket.py	71	def test_non_websocket_upgrade(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_wsgi_websocket.py	98	def test_does_not_signal_when_send_raises(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_wsgi_websocket.py	118	def test_send_passes_through_and_returns_underlying_value(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_wsgi_websocket.py	126	def test_delegates_unknown_attributes_to_wrapped_socket(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_wsgi_websocket.py	137	def test_returns_false_and_leaves_environ_untouched(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_wsgi_websocket.py	148	def test_exposes_socket_for_upgrade_requests(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_workers.py	12	def test_detects_legacy_worker_service_type(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_workers.py	20	def test_detects_queue_triggered_job_service(self) -> None:	CODE
LOW	python/vercel-runtime/tests/test_workers.py	33	def test_prepare_worker_environment_delegates_to_workers_runtime(	CODE
711 more matches not shown…

Unused Imports507 hits · 449 pts

Severity	File	Line	Context
LOW	python/vercel-runtime/tests/_dist.py	3	CODE
LOW	python/vercel-runtime/tests/_dist.py	12	CODE
LOW	python/vercel-runtime/tests/_cov_wrapper.py	7	CODE
LOW	python/vercel-runtime/tests/test_runtime.py	3	CODE
LOW	python/vercel-runtime/tests/__init__.py	3	CODE
LOW	python/vercel-runtime/tests/test_cache_context.py	1	CODE
LOW	python/vercel-runtime/tests/_n1_mock.py	3	CODE
LOW	python/vercel-runtime/tests/test_wsgi_websocket.py	1	CODE
LOW	python/vercel-runtime/tests/test_workers.py	1	CODE
LOW	python/vercel-runtime/tests/test_headers.py	1	CODE
LOW	python/vercel-runtime/tests/test_request_body.py	3	CODE
LOW	python/vercel-runtime/src/vercel_runtime/asgi.py	1	CODE
LOW	…on/vercel-runtime/src/vercel_runtime/wsgi_websocket.py	1	CODE
LOW	python/vercel-runtime/src/vercel_runtime/cache.py	1	CODE
LOW	python/vercel-runtime/src/vercel_runtime/cache.py	10	CODE
LOW	python/vercel-runtime/src/vercel_runtime/utils.py	1	CODE
LOW	python/vercel-runtime/src/vercel_runtime/vc_init.py	1	CODE
LOW	python/vercel-runtime/src/vercel_runtime/routing.py	1	CODE
LOW	python/vercel-runtime/src/vercel_runtime/resolver.py	1	CODE
LOW	python/vercel-runtime/src/vercel_runtime/crons.py	1	CODE
LOW	python/vercel-runtime/src/vercel_runtime/dev.py	1	CODE
LOW	python/vercel-runtime/src/vercel_runtime/headers.py	1	CODE
LOW	python/vercel-runtime/src/vercel_runtime/headers.py	5	CODE
LOW	python/vercel-runtime/src/vercel_runtime/workers.py	1	CODE
LOW	…time/src/vercel_runtime/_vendor/markupsafe/__init__.py	1	CODE
LOW	…ntime/src/vercel_runtime/_vendor/h11/_receivebuffer.py	2	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/_writers.py	10	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	9	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	9	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	9	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	10	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	10	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	10	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	10	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	10	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	10	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	10	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	19	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	19	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	19	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	19	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	19	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	19	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	19	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	19	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	19	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	19	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	19	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	32	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	32	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/__init__.py	32	CODE
LOW	…ercel-runtime/src/vercel_runtime/_vendor/h11/_state.py	115	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/_headers.py	2	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/_headers.py	2	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/_headers.py	8	CODE
LOW	…untime/src/vercel_runtime/_vendor/colorama/__init__.py	2	CODE
LOW	…untime/src/vercel_runtime/_vendor/colorama/__init__.py	2	CODE
LOW	…untime/src/vercel_runtime/_vendor/colorama/__init__.py	2	CODE
LOW	…untime/src/vercel_runtime/_vendor/colorama/__init__.py	2	CODE
LOW	…untime/src/vercel_runtime/_vendor/colorama/__init__.py	2	CODE
447 more matches not shown…

Decorative Section Separators109 hits · 334 pts

Severity	File	Line	Snippet	Context
MEDIUM	python/vercel-runtime/tests/_n1_mock.py	77	# ------------------------------------------------------------------	COMMENT
MEDIUM	python/vercel-runtime/tests/_n1_mock.py	79	# ------------------------------------------------------------------	COMMENT
MEDIUM	python/vercel-runtime/src/vercel_runtime/vc_init.py	88	# -------------------------------------------------------------------------	COMMENT
MEDIUM	…ercel-runtime/src/vercel_runtime/_vendor/h11/_state.py	16	# ===================	COMMENT
MEDIUM	…ercel-runtime/src/vercel_runtime/_vendor/h11/_state.py	93	# --------------	COMMENT
MEDIUM	packages/backends/test/diagnostics.test.ts	51	// ─── npm v2/v3 ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/backends/test/diagnostics.test.ts	443	// ─── npm v1 ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/backends/test/diagnostics.test.ts	594	// ─── pnpm v9 ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/backends/test/diagnostics.test.ts	783	// ─── pnpm v6 ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/backends/test/diagnostics.test.ts	910	// ─── yarn v1 ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/backends/test/diagnostics.test.ts	1073	// ─── yarn berry ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/backends/test/diagnostics.test.ts	1192	// ─── bun text ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/backends/test/diagnostics.test.ts	1297	// ─── bun binary fallback ──────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/backends/test/diagnostics.test.ts	1337	// ─── vlt fallback ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/backends/test/diagnostics.test.ts	1376	// ─── runtimeVersion ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/backends/test/diagnostics.test.ts	1453	// ─── diagnostics callback ─────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/backends/test/diagnostics.test.ts	1489	// ─── framework field ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/rust/test/unit/diagnostics.test.ts	25	// ── fixture helpers ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/rust/test/unit/diagnostics.test.ts	166	// ── tests ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ges/cli/test/unit/commands/firewall/rules-edit.test.ts	37	// ─── Resolve + dispatch ────────────────────────────────────────────	COMMENT
MEDIUM	…ges/cli/test/unit/commands/firewall/rules-edit.test.ts	131	// ─── Flag overrides ────────────────────────────────────────────────	COMMENT
MEDIUM	…ges/cli/test/unit/commands/firewall/rules-edit.test.ts	340	// ─── JSON mode ─────────────────────────────────────────────────────	COMMENT
MEDIUM	…ges/cli/test/unit/commands/firewall/rules-edit.test.ts	410	// ─── AI mode ───────────────────────────────────────────────────────	COMMENT
MEDIUM	…ges/cli/test/unit/commands/firewall/rules-edit.test.ts	478	// ─── Interactive mode ──────────────────────────────────────────────	COMMENT
MEDIUM	…ges/cli/test/unit/commands/firewall/rules-edit.test.ts	482	// ─── Non-interactive ───────────────────────────────────────────────	COMMENT
MEDIUM	…ges/cli/test/unit/commands/firewall/rules-edit.test.ts	518	// ─── Edge cases ────────────────────────────────────────────────────	COMMENT
MEDIUM	…ges/cli/test/unit/commands/firewall/rules-edit.test.ts	642	// ─── offerAutoPublish ──────────────────────────────────────────────	COMMENT
MEDIUM	…ges/cli/test/unit/commands/firewall/rules-edit.test.ts	669	// ─── Interactive rule selection ─────────────────────────────────────	COMMENT
MEDIUM	…ges/cli/test/unit/commands/firewall/rules-edit.test.ts	685	// ─── Additional flag mode tests ────────────────────────────────────	COMMENT
MEDIUM	…ges/cli/test/unit/commands/firewall/rules-edit.test.ts	894	// ─── JSON with all fields ──────────────────────────────────────────	COMMENT
MEDIUM	…ges/cli/test/unit/commands/firewall/rules-edit.test.ts	941	// ─── AI with specific rule ─────────────────────────────────────────	COMMENT
MEDIUM	…ges/cli/test/unit/commands/firewall/rules-edit.test.ts	981	// ─── Help ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ages/cli/test/unit/commands/firewall/rules-add.test.ts	36	// ─── Flag mode: happy paths ────────────────────────────────────────	COMMENT
MEDIUM	…ages/cli/test/unit/commands/firewall/rules-add.test.ts	560	// ─── Flag mode: validation errors ──────────────────────────────────	COMMENT
MEDIUM	…ages/cli/test/unit/commands/firewall/rules-add.test.ts	997	// ─── JSON mode ─────────────────────────────────────────────────────	COMMENT
MEDIUM	…ages/cli/test/unit/commands/firewall/rules-add.test.ts	1224	// ─── Mutual exclusivity ────────────────────────────────────────────	COMMENT
MEDIUM	…ages/cli/test/unit/commands/firewall/rules-add.test.ts	1282	// ─── AI mode ───────────────────────────────────────────────────────	COMMENT
MEDIUM	…ages/cli/test/unit/commands/firewall/rules-add.test.ts	1409	// ─── offerAutoPublish ──────────────────────────────────────────────	COMMENT
MEDIUM	…ages/cli/test/unit/commands/firewall/rules-add.test.ts	1462	// ─── Non-interactive / agent mode ──────────────────────────────────	COMMENT
MEDIUM	…ages/cli/test/unit/commands/firewall/rules-add.test.ts	1488	// ─── Help + telemetry ──────────────────────────────────────────────	COMMENT
MEDIUM	…ages/cli/test/unit/commands/firewall/rules-add.test.ts	1498	// ─── Interactive mode ──────────────────────────────────────────────	COMMENT
MEDIUM⚡	packages/cli/test/unit/commands/teams/switch.test.ts	17	// ── Personal Account ──────────────	COMMENT
MEDIUM⚡	packages/cli/test/unit/commands/teams/switch.test.ts	19	// ── Teams ─────────────────────────	COMMENT
MEDIUM⚡	packages/cli/test/unit/commands/teams/switch.test.ts	21	// ──────────────────────────────────	COMMENT
MEDIUM⚡	packages/cli/test/unit/commands/teams/switch.test.ts	34	// ── Personal Account ──────────────	COMMENT
MEDIUM⚡	packages/cli/test/unit/commands/teams/switch.test.ts	36	// ── Teams ─────────────────────────	COMMENT
MEDIUM⚡	packages/cli/test/unit/commands/teams/switch.test.ts	38	// ──────────────────────────────────	COMMENT
MEDIUM	packages/cli/test/unit/commands/teams/switch.test.ts	73	// ── Teams ─────────────────────────	COMMENT
MEDIUM	packages/cli/test/unit/commands/teams/switch.test.ts	75	// ──────────────────────────────────	COMMENT
MEDIUM⚡	packages/cli/test/unit/commands/switch/switch.test.ts	14	// ── Personal Account ──────────────	COMMENT
MEDIUM⚡	packages/cli/test/unit/commands/switch/switch.test.ts	16	// ── Teams ─────────────────────────	COMMENT
MEDIUM⚡	packages/cli/test/unit/commands/switch/switch.test.ts	18	// ──────────────────────────────────	COMMENT
MEDIUM⚡	packages/cli/test/unit/commands/switch/switch.test.ts	31	// ── Personal Account ──────────────	COMMENT
MEDIUM⚡	packages/cli/test/unit/commands/switch/switch.test.ts	33	// ── Teams ─────────────────────────	COMMENT
MEDIUM⚡	packages/cli/test/unit/commands/switch/switch.test.ts	35	// ──────────────────────────────────	COMMENT
MEDIUM	packages/cli/test/unit/commands/switch/switch.test.ts	58	// ── Teams ─────────────────────────	COMMENT
MEDIUM	packages/cli/test/unit/commands/switch/switch.test.ts	60	// ──────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/util/openapi/openapi-cache.ts	255	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/util/openapi/openapi-cache.ts	257	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/build-utils/src/node-diagnostics.ts	23	// ─── Source classification ────────────────────────────────────────────────────	COMMENT
49 more matches not shown…

Cross-Language Confusion (JS/TS)45 hits · 268 pts

Severity	File	Line	Snippet	Context
HIGH	packages/python/src/install.ts	44	print(spec.origin)	CODE
HIGH	packages/python/src/install.ts	109	print(json.dumps(paths))	CODE
HIGH	…es/cli/test/unit/util/projects/detect-services.test.ts	77	'def app():\n return None\n'	CODE
HIGH	…es/cli/test/unit/util/projects/detect-services.test.ts	109	'def app():\n return None\n'	CODE
HIGH	…es/cli/test/unit/util/projects/detect-services.test.ts	383	'def app():\n return None\n'	CODE
HIGH	…es/cli/test/unit/util/projects/detect-services.test.ts	403	'def app():\n return None\n'	CODE
HIGH	packages/cli/src/util/logs.ts	257	print(`${chalk.dim(date)} ${line}\n`);	CODE
HIGH	packages/cli/src/util/logs.ts	297	print(	CODE
HIGH	packages/cli/src/util/logs.ts	310	print(	CODE
HIGH	packages/cli/src/commands/contract/index.ts	43	print(help(contractCommand, { columns: client.stderr.columns }));	CODE
HIGH	packages/cli/src/commands/contract/index.ts	199	print(`${tablePrint}\n\n`);	CODE
HIGH⚡	packages/cli/src/commands/inspect/index.ts	259	print('\n');	CODE
HIGH⚡	packages/cli/src/commands/inspect/index.ts	260	print(chalk.bold(' General\n\n'));	CODE
HIGH⚡	packages/cli/src/commands/inspect/index.ts	261	print(` ${chalk.cyan('id')}\t\t${id}\n`);	CODE
HIGH⚡	packages/cli/src/commands/inspect/index.ts	262	print(` ${chalk.cyan('name')}\t${name}\n`);	CODE
HIGH⚡	packages/cli/src/commands/inspect/index.ts	265	print(` ${chalk.cyan('target')}\t`);	CODE
HIGH⚡	packages/cli/src/commands/inspect/index.ts	268	print(	CODE
HIGH⚡	packages/cli/src/commands/inspect/index.ts	277	print(` ${chalk.cyan('status')}\t${stateString(readyState)}\n`);	CODE
HIGH⚡	packages/cli/src/commands/inspect/index.ts	278	print(` ${chalk.cyan('url')}\t\thttps://${url}\n`);	CODE
HIGH⚡	packages/cli/src/commands/inspect/index.ts	280	print(	CODE
HIGH⚡	packages/cli/src/commands/inspect/index.ts	287	print('\n\n');	CODE
HIGH⚡	packages/cli/src/commands/inspect/index.ts	290	print(chalk.bold(' Aliases\n\n'));	CODE
HIGH⚡	packages/cli/src/commands/inspect/index.ts	295	print(indent(aliasList, 4));	CODE
HIGH⚡	packages/cli/src/commands/inspect/index.ts	296	print('\n\n');	CODE
HIGH⚡	packages/cli/src/commands/inspect/index.ts	308	print(chalk.bold(' Builds\n\n'));	CODE
HIGH⚡	packages/cli/src/commands/inspect/index.ts	309	print(indent(buildsList(builds, times).toPrint, 4));	CODE
HIGH⚡	packages/cli/src/commands/inspect/index.ts	310	print('\n\n');	CODE
HIGH⚡	packages/cli/src/commands/inspect/index.ts	314	print(chalk.bold(' Routes\n\n'));	CODE
HIGH⚡	packages/cli/src/commands/inspect/index.ts	315	print(indent(routesList(routes), 4));	CODE
HIGH⚡	packages/cli/src/commands/inspect/index.ts	316	print(`\n\n`);	CODE
HIGH	packages/cli/src/commands/inspect/index.ts	55	print(help(inspectCommand, { columns: client.stderr.columns }));	CODE
HIGH	packages/cli/src/commands/inspect/index.ts	77	print(help(inspectCommand, { columns: client.stderr.columns }));	CODE
HIGH	packages/cli/src/commands/inspect/index.ts	197	print(`${chalk.cyan('status')}\t${stateString(deployment.readyState)}\n`);	CODE
HIGH	packages/cli/src/commands/usage/output-breakdown.ts	79	print(`${tablePrint}\n`);	CODE
HIGH	packages/cli/src/commands/usage/index.ts	64	print(help(usageCommand, { columns: client.stderr.columns }));	CODE
HIGH	packages/cli/src/commands/usage/output-aggregated.ts	56	print(`\n${tablePrint}\n\n`);	CODE
HIGH	packages/cli/src/commands/usage/output-group-by.ts	72	print(`${tablePrint}\n`);	CODE
HIGH	packages/cli/src/commands/curl/shared.ts	181	print(help(command, { columns: client.stderr.columns }));	CODE
HIGH	packages/cli/src/commands/curl/shared.ts	201	print(help(command, { columns: client.stderr.columns }));	CODE
HIGH	packages/cli/src/commands/curl/shared.ts	240	print(help(command, { columns: client.stderr.columns }));	CODE
HIGH	packages/cli/src/commands/curl/shared.ts	274	print(help(command, { columns: client.stderr.columns }));	CODE
HIGH	packages/cli/src/commands/curl/shared.ts	290	print(help(command, { columns: client.stderr.columns }));	CODE
HIGH	packages/cli/src/commands/list/index.ts	73	print(help(listCommand, { columns: client.stderr.columns }));	CODE
HIGH	packages/cli/src/commands/list/index.ts	404	print(`\n${tablePrint}\n\n`);	CODE
HIGH	packages/python-analysis/test/semantic.test.ts	164	print("Hello, world!")	CODE

Excessive Try-Catch Wrapping113 hits · 124 pts

Severity	File	Line	Snippet	Context
LOW	python/vercel-runtime/tests/test_runtime.py	361	except Exception:	CODE
LOW	python/vercel-runtime/src/vercel_runtime/asgi.py	34	except Exception:	CODE
LOW	python/vercel-runtime/src/vercel_runtime/utils.py	49	except Exception:	CODE
LOW	python/vercel-runtime/src/vercel_runtime/utils.py	54	except Exception:	CODE
LOW	python/vercel-runtime/src/vercel_runtime/vc_init.py	150	except Exception:	CODE
LOW	python/vercel-runtime/src/vercel_runtime/vc_init.py	356	except Exception:	CODE
LOW	python/vercel-runtime/src/vercel_runtime/vc_init.py	458	except Exception as e:	CODE
LOW⚡	python/vercel-runtime/src/vercel_runtime/vc_init.py	489	except Exception:	CODE
LOW⚡	python/vercel-runtime/src/vercel_runtime/vc_init.py	499	except Exception:	CODE
LOW⚡	python/vercel-runtime/src/vercel_runtime/vc_init.py	509	except Exception:	CODE
LOW	python/vercel-runtime/src/vercel_runtime/vc_init.py	758	except Exception:	CODE
LOW	python/vercel-runtime/src/vercel_runtime/routing.py	143	except Exception:	CODE
LOW	python/vercel-runtime/src/vercel_runtime/crons.py	150	except Exception:	CODE
LOW	python/vercel-runtime/src/vercel_runtime/dev.py	201	except Exception:	CODE
LOW	python/vercel-runtime/src/vercel_runtime/dev.py	208	except Exception:	CODE
LOW	python/vercel-runtime/src/vercel_runtime/dev.py	220	except Exception:	CODE
LOW	python/vercel-runtime/src/vercel_runtime/dev.py	233	except Exception:	CODE
LOW	python/vercel-runtime/src/vercel_runtime/dev.py	261	except Exception:	CODE
LOW	python/vercel-runtime/src/vercel_runtime/dev.py	300	except Exception:	CODE
LOW	python/vercel-runtime/src/vercel_runtime/dev.py	502	except Exception:	CODE
MEDIUM	python/vercel-runtime/src/vercel_runtime/dev.py	150	def _patch_fastapi_cli_log_config() -> None:	CODE
LOW	python/vercel-runtime/src/vercel_runtime/headers.py	112	except Exception:	CODE
LOW	python/vercel-runtime/src/vercel_runtime/headers.py	123	except Exception:	CODE
LOW	…ime/src/vercel_runtime/_vendor/colorama/ansitowin32.py	99	except Exception:	CODE
LOW	…runtime/src/vercel_runtime/_vendor/werkzeug/serving.py	66	except Exception:	CODE
LOW	…runtime/src/vercel_runtime/_vendor/werkzeug/serving.py	385	except Exception as e:	CODE
LOW	…runtime/src/vercel_runtime/_vendor/werkzeug/serving.py	399	except Exception:	CODE
LOW	…runtime/src/vercel_runtime/_vendor/werkzeug/serving.py	413	except Exception as e:	CODE
MEDIUM	…runtime/src/vercel_runtime/_vendor/werkzeug/serving.py	119	def read_chunk_len(self) -> int:	CODE
LOW	…el-runtime/src/vercel_runtime/_vendor/werkzeug/test.py	646	except Exception:	CODE
LOW	…el-runtime/src/vercel_runtime/_vendor/werkzeug/test.py	663	except Exception:	CODE
MEDIUM	…el-runtime/src/vercel_runtime/_vendor/werkzeug/test.py	643	def __del__(self) -> None:	CODE
LOW	…src/vercel_runtime/_vendor/werkzeug/middleware/lint.py	223	except Exception:	CODE
LOW	…/src/vercel_runtime/_vendor/werkzeug/sansio/request.py	152	except Exception as e:	CODE
MEDIUM	…/src/vercel_runtime/_vendor/werkzeug/sansio/request.py	149	def __repr__(self) -> str:	CODE
LOW	…untime/_vendor/werkzeug/datastructures/file_storage.py	142	except Exception:	CODE
LOW	…e/src/vercel_runtime/_vendor/werkzeug/debug/console.py	178	except Exception:	CODE
MEDIUM	…e/src/vercel_runtime/_vendor/werkzeug/debug/console.py	70	def fetch() -> str:	CODE
LOW	…/src/vercel_runtime/_vendor/werkzeug/debug/__init__.py	351	except Exception as e:	CODE
LOW	…/src/vercel_runtime/_vendor/werkzeug/debug/__init__.py	371	except Exception:	CODE
LOW	…time/src/vercel_runtime/_vendor/werkzeug/debug/repr.py	220	except Exception:	CODE
LOW	…time/src/vercel_runtime/_vendor/werkzeug/debug/repr.py	237	except Exception:	CODE
LOW	…time/src/vercel_runtime/_vendor/werkzeug/debug/repr.py	260	except Exception:	CODE
MEDIUM	…time/src/vercel_runtime/_vendor/werkzeug/debug/repr.py	217	def fallback_repr(self) -> str:	CODE
LOW	…untime/src/vercel_runtime/_vendor/click/_winconsole.py	207	except Exception:	CODE
LOW	…ercel-runtime/src/vercel_runtime/_vendor/click/core.py	2417	except Exception:	STRING
LOW	…rcel-runtime/src/vercel_runtime/_vendor/click/utils.py	42	except Exception:	CODE
MEDIUM	…el-runtime/src/vercel_runtime/_vendor/click/_compat.py	71	def __del__(self) -> None:	CODE
LOW⚡	…el-runtime/src/vercel_runtime/_vendor/click/_compat.py	133	except Exception:	CODE
LOW⚡	…el-runtime/src/vercel_runtime/_vendor/click/_compat.py	136	except Exception:	CODE
LOW⚡	…el-runtime/src/vercel_runtime/_vendor/click/_compat.py	146	except Exception:	CODE
LOW⚡	…el-runtime/src/vercel_runtime/_vendor/click/_compat.py	154	except Exception:	CODE
LOW⚡	…el-runtime/src/vercel_runtime/_vendor/click/_compat.py	163	except Exception:	CODE
LOW⚡	…el-runtime/src/vercel_runtime/_vendor/click/_compat.py	167	except Exception:	CODE
LOW	…el-runtime/src/vercel_runtime/_vendor/click/_compat.py	74	except Exception:	CODE
LOW	…el-runtime/src/vercel_runtime/_vendor/click/_compat.py	121	except Exception:	CODE
LOW	…el-runtime/src/vercel_runtime/_vendor/click/_compat.py	528	except Exception:	CODE
LOW	…el-runtime/src/vercel_runtime/_vendor/click/_compat.py	552	except Exception:	CODE
LOW	…el-runtime/src/vercel_runtime/_vendor/click/_compat.py	575	except Exception:	CODE
LOW	…el-runtime/src/vercel_runtime/_vendor/click/_compat.py	593	except Exception:	CODE
53 more matches not shown…

Deep Nesting114 hits · 111 pts

Severity	File	Line	Context
LOW	python/vercel-runtime/tests/test_runtime.py	1177	CODE
LOW	python/vercel-runtime/src/vercel_runtime/asgi.py	17	CODE
LOW	python/vercel-runtime/src/vercel_runtime/cache.py	68	CODE
LOW	python/vercel-runtime/src/vercel_runtime/utils.py	124	CODE
LOW	python/vercel-runtime/src/vercel_runtime/vc_init.py	140	CODE
LOW	python/vercel-runtime/src/vercel_runtime/vc_init.py	147	CODE
LOW	python/vercel-runtime/src/vercel_runtime/crons.py	91	CODE
LOW	python/vercel-runtime/src/vercel_runtime/crons.py	96	CODE
LOW	python/vercel-runtime/src/vercel_runtime/headers.py	26	CODE
LOW	…ercel-runtime/src/vercel_runtime/_vendor/h11/_state.py	316	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/_headers.py	152	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/_headers.py	209	CODE
LOW	…ime/src/vercel_runtime/_vendor/colorama/ansitowin32.py	220	CODE
LOW	…ime/src/vercel_runtime/_vendor/colorama/ansitowin32.py	238	CODE
LOW	…ime/src/vercel_runtime/_vendor/colorama/ansitowin32.py	260	CODE
LOW	…ntime/src/vercel_runtime/_vendor/werkzeug/_reloader.py	68	CODE
LOW	…runtime/src/vercel_runtime/_vendor/werkzeug/serving.py	452	CODE
LOW	…runtime/src/vercel_runtime/_vendor/werkzeug/serving.py	723	CODE
LOW	…l-runtime/src/vercel_runtime/_vendor/werkzeug/local.py	478	CODE
LOW	…untime/src/vercel_runtime/_vendor/werkzeug/security.py	36	CODE
LOW	…el-runtime/src/vercel_runtime/_vendor/werkzeug/test.py	54	CODE
LOW	…el-runtime/src/vercel_runtime/_vendor/werkzeug/test.py	159	CODE
LOW	…el-runtime/src/vercel_runtime/_vendor/werkzeug/test.py	298	CODE
LOW	…el-runtime/src/vercel_runtime/_vendor/werkzeug/test.py	1058	CODE
LOW	…time/src/vercel_runtime/_vendor/werkzeug/formparser.py	351	CODE
LOW	…l-runtime/src/vercel_runtime/_vendor/werkzeug/utils.py	312	CODE
LOW	…el-runtime/src/vercel_runtime/_vendor/werkzeug/http.py	239	CODE
LOW	…el-runtime/src/vercel_runtime/_vendor/werkzeug/http.py	417	CODE
LOW	…el-runtime/src/vercel_runtime/_vendor/werkzeug/http.py	790	CODE
LOW	…el-runtime/src/vercel_runtime/_vendor/werkzeug/http.py	1385	CODE
LOW	…cel_runtime/_vendor/werkzeug/middleware/shared_data.py	103	CODE
LOW	…src/vercel_runtime/_vendor/werkzeug/middleware/lint.py	166	CODE
LOW	…c/vercel_runtime/_vendor/werkzeug/wrappers/response.py	438	CODE
LOW	…rc/vercel_runtime/_vendor/werkzeug/sansio/multipart.py	140	CODE
LOW	…rc/vercel_runtime/_vendor/werkzeug/sansio/multipart.py	298	CODE
LOW	…ntime/_vendor/werkzeug/datastructures/cache_control.py	119	CODE
LOW	…_runtime/_vendor/werkzeug/datastructures/structures.py	22	CODE
LOW	…_runtime/_vendor/werkzeug/datastructures/structures.py	181	CODE
LOW	…_runtime/_vendor/werkzeug/datastructures/structures.py	623	CODE
LOW	…_runtime/_vendor/werkzeug/datastructures/structures.py	866	CODE
LOW	…_runtime/_vendor/werkzeug/datastructures/structures.py	910	CODE
LOW	…cel_runtime/_vendor/werkzeug/datastructures/headers.py	167	CODE
LOW	…cel_runtime/_vendor/werkzeug/datastructures/headers.py	489	CODE
LOW	…src/vercel_runtime/_vendor/werkzeug/routing/matcher.py	38	CODE
LOW	…src/vercel_runtime/_vendor/werkzeug/routing/matcher.py	69	CODE
LOW	…src/vercel_runtime/_vendor/werkzeug/routing/matcher.py	79	CODE
LOW	…e/src/vercel_runtime/_vendor/werkzeug/routing/rules.py	271	CODE
LOW	…e/src/vercel_runtime/_vendor/werkzeug/routing/rules.py	606	CODE
LOW	…ime/src/vercel_runtime/_vendor/werkzeug/routing/map.py	787	CODE
LOW	…e/src/vercel_runtime/_vendor/werkzeug/debug/tbtools.py	126	CODE
LOW	…/src/vercel_runtime/_vendor/werkzeug/debug/__init__.py	51	CODE
LOW	…/src/vercel_runtime/_vendor/werkzeug/debug/__init__.py	57	CODE
LOW	…/src/vercel_runtime/_vendor/werkzeug/debug/__init__.py	474	CODE
LOW	…/src/vercel_runtime/_vendor/werkzeug/debug/__init__.py	540	CODE
LOW	…ercel-runtime/src/vercel_runtime/_vendor/click/core.py	1295	CODE
LOW	…ercel-runtime/src/vercel_runtime/_vendor/click/core.py	2076	CODE
LOW	…ercel-runtime/src/vercel_runtime/_vendor/click/core.py	2682	CODE
LOW	…ercel-runtime/src/vercel_runtime/_vendor/click/core.py	2821	CODE
LOW	…rcel-runtime/src/vercel_runtime/_vendor/click/types.py	1068	CODE
LOW	…rcel-runtime/src/vercel_runtime/_vendor/click/types.py	210	CODE
54 more matches not shown…

Over-Commented Block106 hits · 106 pts

Severity	File	Line	Snippet	Context
LOW	crates/vercel_runtime/src/awaiter.rs	1	//! Background work collector for `waitUntil`-style tasks.	COMMENT
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/_readers.py	1	# Code to read HTTP data	COMMENT
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/_version.py	1	# This file must be kept very simple, because it is consumed from several	COMMENT
LOW	…ntime/src/vercel_runtime/_vendor/h11/_receivebuffer.py	1	import re	COMMENT
LOW	…ntime/src/vercel_runtime/_vendor/h11/_receivebuffer.py	21	# - I haven't benchmarked or profiled any of this yet.	COMMENT
LOW	…ntime/src/vercel_runtime/_vendor/h11/_receivebuffer.py	141	# timeout will get rid of them).	COMMENT
LOW	…vercel-runtime/src/vercel_runtime/_vendor/h11/_abnf.py	1	# We use native strings for all the re patterns, to take advantage of string	COMMENT
LOW	…vercel-runtime/src/vercel_runtime/_vendor/h11/_abnf.py	21	field_name = token	COMMENT
LOW	…vercel-runtime/src/vercel_runtime/_vendor/h11/_abnf.py	41	# fields containing a single visible character surrounded by whitespace,	COMMENT
LOW	…vercel-runtime/src/vercel_runtime/_vendor/h11/_abnf.py	101	r"{http_version}"	COMMENT
LOW	…ercel-runtime/src/vercel_runtime/_vendor/h11/_state.py	1	################################################################	COMMENT
LOW	…ercel-runtime/src/vercel_runtime/_vendor/h11/_state.py	21	# 1) The client state, with its complicated automaton (see the docs)	COMMENT
LOW	…ercel-runtime/src/vercel_runtime/_vendor/h11/_state.py	41	# happens. But there are somewhat complicated rules for which machines can	COMMENT
LOW	…ercel-runtime/src/vercel_runtime/_vendor/h11/_state.py	61	#	COMMENT
LOW	…ercel-runtime/src/vercel_runtime/_vendor/h11/_state.py	81	# This is fundamentally different from an event-based transition, because it	COMMENT
LOW	…ercel-runtime/src/vercel_runtime/_vendor/h11/_state.py	101	#	COMMENT
LOW	…ercel-runtime/src/vercel_runtime/_vendor/h11/_state.py	321	# It could happen that both these special-case transitions are	COMMENT
LOW	…vercel-runtime/src/vercel_runtime/_vendor/h11/_util.py	41	def __init__(self, msg: str, error_status_hint: int = 400) -> None:	COMMENT
LOW	…vercel-runtime/src/vercel_runtime/_vendor/h11/_util.py	61	# After catching a LocalProtocolError, use this method to re-raise it	COMMENT
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/_headers.py	21	# Headers are:	COMMENT
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/_headers.py	41	#	COMMENT
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/_headers.py	201	)	COMMENT
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/_headers.py	221	#	COMMENT
LOW	…-runtime/src/vercel_runtime/_vendor/h11/_connection.py	61	# request/response line + headers together, so this is effectively the limit on	COMMENT
LOW	…-runtime/src/vercel_runtime/_vendor/h11/_connection.py	101	# Returns one of:	COMMENT
LOW	…-runtime/src/vercel_runtime/_vendor/h11/_connection.py	581	This causes :attr:`Connection.our_state` to immediately become	COMMENT
LOW	…-runtime/src/vercel_runtime/_vendor/h11/_connection.py	621	# If our peer is HTTP/1.1, we use Transfer-Encoding: chunked	COMMENT
LOW	…l-runtime/src/vercel_runtime/_vendor/werkzeug/local.py	561	# __get__ (proxying descriptor not supported)	COMMENT
LOW	…rc/vercel_runtime/_vendor/werkzeug/wrappers/request.py	81	#: the maximum form field size. This is forwarded to the form data	COMMENT
LOW	…c/vercel_runtime/_vendor/werkzeug/wrappers/response.py	121	#:	COMMENT
LOW	…rc/vercel_runtime/_vendor/werkzeug/sansio/multipart.py	101	# Note in the below \h i.e. horizontal whitespace is used	COMMENT
LOW	…/src/vercel_runtime/_vendor/werkzeug/sansio/request.py	61	.. versionchanged:: 3.0	COMMENT
LOW	…ercel-runtime/src/vercel_runtime/_vendor/click/core.py	361		COMMENT
LOW	…rcel-runtime/src/vercel_runtime/_vendor/click/types.py	1121	except TypeError:	COMMENT
LOW	…cel-runtime/src/vercel_runtime/_vendor/click/parser.py	341	# Say this is the original argument list:	COMMENT
LOW	…ntime/src/vercel_runtime/_vendor/click/_termui_impl.py	761	#	COMMENT
LOW	…e/src/vercel_runtime/_vendor/wsproto/frame_protocol.py	121	#: indicates that an endpoint is terminating the connection	COMMENT
LOW	…e/src/vercel_runtime/_vendor/wsproto/frame_protocol.py	141	ABNORMAL_CLOSURE = 1006	COMMENT
LOW	…e/src/vercel_runtime/_vendor/wsproto/frame_protocol.py	161	#: indicates that an endpoint (client) is terminating the	COMMENT
LOW	…e/src/vercel_runtime/_vendor/wsproto/frame_protocol.py	681		COMMENT
LOW	utils/npm-publish.sh	1	#!/usr/bin/env bash	COMMENT
LOW	utils/chunk-tests.js	121	// the -- args from the turbo command.	COMMENT
LOW	utils/chunk-tests.js	141		COMMENT
LOW	examples/sapper/cypress/plugins/index.js	1	// ***********************************************************	COMMENT
LOW	examples/sapper/cypress/support/index.js	1	// ***********************************************************	COMMENT
LOW	examples/sapper/cypress/support/commands.js	1	// ***********************************************	COMMENT
LOW	examples/sapper/cypress/support/commands.js	21	// Cypress.Commands.add("dismiss", { prevSubject: 'optional'}, (subject, options) => { ... })	COMMENT
LOW	examples/jekyll/_config.yml	1	# Welcome to Jekyll!	COMMENT
LOW	examples/jekyll/_config.yml	41	#	COMMENT
LOW	examples/svelte/src/vite-env.d.ts	1	/// <reference types="svelte" />	COMMENT
LOW	examples/hugo/themes/ananke/src/js/main.js	1	import styles from './../css/main.css';	COMMENT
LOW	…/stencil/src/components/app-profile/app-profile.e2e.ts	21	// const page = await newE2EPage({ url: '/profile/joseph' });	COMMENT
LOW	examples/ionic-angular/src/theme/variables.scss	1	// For information on how to create your own theme, please see:	COMMENT
LOW	examples/middleman/config.rb	21		COMMENT
LOW	examples/middleman/config.rb	41	# https://middlemanapp.com/advanced/configuration/#environment-specific-settings	COMMENT
LOW	examples/elysia/tsconfig.json	1	{	COMMENT
LOW	examples/elysia/tsconfig.json	21	// "jsxImportSource": "", /* Specify module specifier used to import the JSX factory func	COMMENT
LOW	examples/elysia/tsconfig.json	41	/* JavaScript Support */	COMMENT
LOW	examples/elysia/tsconfig.json	61	// "inlineSources": true, /* Include source code in the sourcemaps inside the emitted Jav	COMMENT
LOW	examples/elysia/tsconfig.json	81	// "strictNullChecks": true, /* When type checking, take into account 'null' and 'undefined'	COMMENT
46 more matches not shown…

Fake / Example Data75 hits · 84 pts

Severity	File	Line	Snippet	Context
LOW	internals/ipc-proxy/test/unit/index.test.ts	56	fs.writeFileSync(userServerPath, 'fake-user-server-binary');	CODE
LOW	examples/vitepress/docs/index.md	3	Lorem ipsum	CODE
LOW	examples/vitepress/docs/about.md	3	Lorem ipsum	CODE
LOW⚡	examples/polymer/src/my-view1.js	30	Lorem ipsum dolor sit amet, per in nusquam nominavi periculis, sit	CODE
LOW⚡	examples/polymer/src/my-view1.js	30	Lorem ipsum dolor sit amet, per in nusquam nominavi periculis, sit	CODE
LOW⚡	examples/polymer/src/my-view1.js	31	elit oportere ea.Lorem ipsum dolor sit amet, per in nusquam nominavi	CODE
LOW⚡	examples/polymer/src/my-view1.js	31	elit oportere ea.Lorem ipsum dolor sit amet, per in nusquam nominavi	CODE
LOW	examples/docusaurus/docs/doc1.md	11	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW	examples/docusaurus/docs/doc1.md	11	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW	examples/docusaurus/docs/doc3.md	6	Lorem ipsum dolor sit amet, consectetur adipiscing elit. In ac euismod odio, eu consequat dui. Nullam molestie consectet	CODE
LOW	examples/docusaurus/docs/doc3.md	6	Lorem ipsum dolor sit amet, consectetur adipiscing elit. In ac euismod odio, eu consequat dui. Nullam molestie consectet	CODE
LOW	examples/docusaurus/blog/2016-03-11-blog-post.md	8	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW	examples/docusaurus/blog/2016-03-11-blog-post.md	8	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW	examples/docusaurus/blog/2017-04-10-blog-post-two.md	8	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW	examples/docusaurus/blog/2017-04-10-blog-post-two.md	8	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	14	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	14	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	16	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	16	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	18	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	18	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	20	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	20	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	22	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	22	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	24	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	24	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	26	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	26	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	28	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	28	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	30	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	30	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	32	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	32	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	34	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	34	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	36	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	36	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	38	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	38	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	40	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	40	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	42	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	42	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	44	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW⚡	examples/docusaurus-2/blog/2019-05-29-long-blog-post.md	44	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW	…amples/docusaurus-2/blog/2019-05-28-first-blog-post.md	12	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW	…amples/docusaurus-2/blog/2019-05-28-first-blog-post.md	12	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Pellentesque elementum dignissim ultricies. Fusce rhoncus ipsum	CODE
LOW	…s/next/test/integration/gip-gsp-404/pages/api/hello.js	5	res.json({ name: 'John Doe' });	CODE
LOW	packages/cli/test/unit/util/git-helpers.test.ts	66	execSync('git config user.email "test@test.com"', {	CODE
LOW	packages/cli/test/unit/util/git-helpers.test.ts	139	execSync('git config user.email "test@test.com"', {	CODE
LOW	…ckages/cli/test/unit/util/openapi/openapi-spec.test.ts	368	name: 'Acme Corp',	CODE
LOW	…ckages/cli/test/unit/util/openapi/openapi-spec.test.ts	401	expect(lines[1]).toContain('Acme Corp');	CODE
LOW	…ckages/cli/test/unit/commands/redirects/remove.test.ts	292	createdBy: 'user@example.com',	CODE
LOW	packages/cli/test/unit/commands/redirects/add.test.ts	624	createdBy: 'user@example.com',	CODE
LOW	…kages/cli/test/unit/commands/redirects/restore.test.ts	290	createdBy: 'user@example.com',	CODE
LOW	…kages/cli/test/unit/commands/redirects/restore.test.ts	302	createdBy: 'user@example.com',	CODE
LOW	…kages/cli/test/unit/commands/redirects/promote.test.ts	255	createdBy: 'user@example.com',	CODE
LOW	…cli/test/unit/commands/redirects/list-versions.test.ts	166	createdBy: 'user@example.com',	CODE
15 more matches not shown…

Cross-File Repetition13 hits · 65 pts

Severity	File	Snippet	Context
HIGH	…el-runtime/src/vercel_runtime/_vendor/werkzeug/test.py	the mimetype parameters as dict. for example if the content type is ``text/html; charset=utf-8`` the params would be ``{	STRING
HIGH	…/src/vercel_runtime/_vendor/werkzeug/sansio/request.py	the mimetype parameters as dict. for example if the content type is ``text/html; charset=utf-8`` the params would be ``{	STRING
HIGH	…src/vercel_runtime/_vendor/werkzeug/sansio/response.py	the mimetype parameters as dict. for example if the content type is ``text/html; charset=utf-8`` the params would be ``{	STRING
HIGH	…untime/_vendor/werkzeug/datastructures/file_storage.py	the mimetype parameters as dict. for example if the content type is ``text/html; charset=utf-8`` the params would be ``{	STRING
HIGH	…e/_vendor/uvicorn/protocols/websockets/wsproto_impl.py	called by the transport when the write buffer exceeds the high water mark.	STRING
HIGH	…cel_runtime/_vendor/uvicorn/protocols/http/h11_impl.py	called by the transport when the write buffer exceeds the high water mark.	STRING
HIGH	…ntime/_vendor/uvicorn/protocols/http/httptools_impl.py	called by the transport when the write buffer exceeds the high water mark.	STRING
HIGH	…e/_vendor/uvicorn/protocols/websockets/wsproto_impl.py	called by the transport when the write buffer drops below the low water mark.	STRING
HIGH	…cel_runtime/_vendor/uvicorn/protocols/http/h11_impl.py	called by the transport when the write buffer drops below the low water mark.	STRING
HIGH	…ntime/_vendor/uvicorn/protocols/http/httptools_impl.py	called by the transport when the write buffer drops below the low water mark.	STRING
HIGH	…thon/vercel-workers/src/vercel/workers/dramatiq/app.py	core callback handler shared by wsgi/asgi wrappers. returns: (status_code, headers, body_bytes)	STRING
HIGH	python/vercel-workers/src/vercel/workers/celery/app.py	core callback handler shared by wsgi/asgi wrappers. returns: (status_code, headers, body_bytes)	STRING
HIGH	python/vercel-workers/src/vercel/workers/django/app.py	core callback handler shared by wsgi/asgi wrappers. returns: (status_code, headers, body_bytes)	STRING

Modern Structural Boilerplate47 hits · 48 pts

Severity	File	Line	Snippet	Context
LOW⚡	python/vercel-runtime/src/vercel_runtime/cache.py	58	def set_runtime_cache_from_http_headers(headers: _HeadersLike \| None) -> None:	CODE
LOW	python/vercel-runtime/src/vercel_runtime/dev.py	84	def _setup_server_log_routing(logger_name: str \| None = None) -> None:	CODE
LOW	python/vercel-runtime/src/vercel_runtime/dev.py	391	def _setup_apps() -> None:	CODE
LOW	python/vercel-runtime/src/vercel_runtime/headers.py	108	def set_headers(headers: Mapping[str, str] \| None) -> None:	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/_readers.py	37	__all__ = ["READERS"]	CODE
LOW	…ntime/src/vercel_runtime/_vendor/h11/_receivebuffer.py	5	__all__ = ["ReceiveBuffer"]	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/_writers.py	17	__all__ = ["WRITERS"]	CODE
LOW	…ercel-runtime/src/vercel_runtime/_vendor/h11/_state.py	119	__all__ = [	CODE
LOW	…vercel-runtime/src/vercel_runtime/_vendor/h11/_util.py	3	__all__ = [	CODE
LOW	…rcel-runtime/src/vercel_runtime/_vendor/h11/_events.py	18	__all__ = [	CODE
LOW	…-runtime/src/vercel_runtime/_vendor/h11/_connection.py	48	__all__ = ["Connection", "NEED_DATA", "PAUSED"]	CODE
LOW	…el-runtime/src/vercel_runtime/_vendor/werkzeug/test.py	548	def _set_form(self, name: str, value: MultiDict[str, t.Any]) -> None:	CODE
LOW	…c/vercel_runtime/_vendor/werkzeug/wrappers/response.py	289	def set_data(self, value: bytes \| str) -> None:	CODE
LOW	…src/vercel_runtime/_vendor/werkzeug/sansio/response.py	505	def set_etag(self, etag: str, weak: bool = False) -> None:	CODE
LOW	…/vercel_runtime/_vendor/werkzeug/datastructures/csp.py	77	def _set_value(self, key: str, value: str \| None) -> None:	CODE
LOW	…src/vercel_runtime/_vendor/werkzeug/routing/matcher.py	60	def _update_state(state: State) -> None:	CODE
LOW	…ercel-runtime/src/vercel_runtime/_vendor/click/core.py	815	def set_parameter_source(self, name: str, source: ParameterSource) -> None:	CODE
LOW	…runtime/src/vercel_runtime/_vendor/uvicorn/__init__.py	5	__all__ = ["main", "run", "Config", "Server"]	CODE
LOW	…-runtime/src/vercel_runtime/_vendor/uvicorn/_compat.py	8	__all__ = ["asyncio_run", "iscoroutinefunction"]	CODE
LOW	…vercel_runtime/_vendor/uvicorn/supervisors/__init__.py	16	__all__ = ["Multiprocess", "ChangeReload"]	CODE
LOW	python/vercel-workers/examples/dramatiq/worker.py	5	__all__ = ["broker"]	CODE
LOW	python/vercel-workers/examples/celery/worker.py	3	__all__ = ["app"]	CODE
LOW	python/vercel-workers/src/vercel/workers/callback.py	25	__all__ = [	CODE
LOW	python/vercel-workers/src/vercel/workers/client.py	46	__all__ = [	CODE
LOW	python/vercel-workers/src/vercel/workers/__init__.py	32	__all__ = [	CODE
LOW	python/vercel-workers/src/vercel/workers/aio.py	5	__all__ = ["SendMessageResult", "send"]	CODE
LOW	python/vercel-workers/src/vercel/workers/exceptions.py	20	__all__ = [	CODE
LOW	…n/vercel-workers/src/vercel/workers/dramatiq/worker.py	23	__all__ = ["PollingWorker"]	CODE
LOW	…vercel-workers/src/vercel/workers/dramatiq/__init__.py	74	__all__ = [	CODE
LOW	…thon/vercel-workers/src/vercel/workers/dramatiq/app.py	24	__all__ = [	CODE
LOW	…n/vercel-workers/src/vercel/workers/dramatiq/broker.py	25	__all__ = [	CODE
LOW	…/vercel-workers/src/vercel/workers/celery/transport.py	228	__all__ = [	CODE
LOW	…n/vercel-workers/src/vercel/workers/celery/__init__.py	6	__all__ = [	CODE
LOW	…thon/vercel-workers/src/vercel/workers/celery/utils.py	16	__all__ = [	CODE
LOW	…n/vercel-workers/src/vercel/workers/_queue/callback.py	115	__all__ = [	CODE
LOW	…/vercel-workers/src/vercel/workers/_queue/subscribe.py	242	__all__ = [	CODE
LOW	…on/vercel-workers/src/vercel/workers/_queue/receive.py	516	__all__ = [	CODE
LOW	python/vercel-workers/src/vercel/workers/_queue/send.py	418	__all__ = [	CODE
LOW	…hon/vercel-workers/src/vercel/workers/_queue/client.py	166	__all__ = [	CODE
LOW	…n/vercel-workers/src/vercel/workers/_queue/__init__.py	71	__all__ = [	CODE
LOW	…thon/vercel-workers/src/vercel/workers/_queue/types.py	94	__all__ = [	CODE
LOW	…vercel-workers/src/vercel/workers/_queue/exceptions.py	5	__all__ = [	CODE
LOW	…hon/vercel-workers/src/vercel/workers/django/worker.py	30	__all__ = ["PollingWorker", "PollingWorkerConfig"]	CODE
LOW	…on/vercel-workers/src/vercel/workers/django/backend.py	39	__all__ = ["VercelQueuesBackend", "DjangoTaskEnvelope"]	CODE
LOW	…n/vercel-workers/src/vercel/workers/django/__init__.py	19	__all__ = [	CODE
LOW	python/vercel-workers/src/vercel/workers/django/app.py	39	__all__ = [	CODE
LOW	examples/starlette/api/__init__.py	3	__all__ = ["api_routes"]	CODE

AI Structural Patterns29 hits · 29 pts

Severity	File	Line	Context
LOW	…runtime/src/vercel_runtime/_vendor/werkzeug/serving.py	970	CODE
LOW	…el-runtime/src/vercel_runtime/_vendor/werkzeug/test.py	298	CODE
LOW	…l-runtime/src/vercel_runtime/_vendor/werkzeug/utils.py	312	CODE
LOW	…el-runtime/src/vercel_runtime/_vendor/werkzeug/http.py	1230	CODE
LOW	…src/vercel_runtime/_vendor/werkzeug/sansio/response.py	189	CODE
LOW	…ime/src/vercel_runtime/_vendor/werkzeug/sansio/http.py	17	CODE
LOW	…e/src/vercel_runtime/_vendor/werkzeug/routing/rules.py	459	CODE
LOW	…ime/src/vercel_runtime/_vendor/werkzeug/routing/map.py	94	CODE
LOW	…ercel-runtime/src/vercel_runtime/_vendor/click/core.py	272	CODE
LOW	…ercel-runtime/src/vercel_runtime/_vendor/click/core.py	905	CODE
LOW	…ercel-runtime/src/vercel_runtime/_vendor/click/core.py	2076	CODE
LOW	…ercel-runtime/src/vercel_runtime/_vendor/click/core.py	2533	CODE
LOW	…rcel-runtime/src/vercel_runtime/_vendor/click/types.py	870	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/click/termui.py	83	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/click/termui.py	288	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/click/termui.py	308	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/click/termui.py	328	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/click/termui.py	512	CODE
LOW	…ntime/src/vercel_runtime/_vendor/click/_termui_impl.py	45	CODE
LOW	…l-runtime/src/vercel_runtime/_vendor/uvicorn/config.py	179	CODE
LOW	…cel-runtime/src/vercel_runtime/_vendor/uvicorn/main.py	476	CODE
LOW	python/vercel-workers/src/vercel/workers/client.py	389	CODE
LOW	python/vercel-workers/src/vercel/workers/client.py	426	CODE
LOW	…n/vercel-workers/src/vercel/workers/dramatiq/worker.py	46	CODE
LOW	…hon/vercel-workers/src/vercel/workers/celery/worker.py	21	CODE
LOW	python/vercel-workers/src/vercel/workers/_queue/send.py	328	CODE
LOW	python/vercel-workers/src/vercel/workers/_queue/send.py	373	CODE
LOW	…hon/vercel-workers/src/vercel/workers/_queue/client.py	23	CODE
LOW	…hon/vercel-workers/src/vercel/workers/django/worker.py	142	CODE

Self-Referential Comments10 hits · 26 pts

Severity	File	Line	Snippet	Context
MEDIUM	python/vercel-runtime/src/vercel_runtime/vc_init.py	404	# Create a minimal PEP 405 venv skeleton for uv sync.	COMMENT
MEDIUM	…time/src/vercel_runtime/_vendor/werkzeug/formparser.py	134	"""This class implements parsing of form data for Werkzeug. By itself	STRING
MEDIUM	…src/vercel_runtime/_vendor/werkzeug/routing/matcher.py	82	# This function is meant to be called recursively, and will attempt	COMMENT
MEDIUM	…untime/src/vercel_runtime/_vendor/click/_winconsole.py	1	# This module is based on the excellent work by Adam Bartoš who	COMMENT
MEDIUM	…l-runtime/src/vercel_runtime/_vendor/uvicorn/server.py	149	# Create a socket using UNIX domain socket.	COMMENT
MEDIUM	python/vercel-workers/examples/dramatiq/tasks.py	10	# Create a Dramatiq broker that publishes tasks into Vercel Queues.	COMMENT
MEDIUM	…vercel-workers/src/vercel/workers/dramatiq/__init__.py	40	# Create the callback app	STRING
MEDIUM	examples/redwoodjs/redwood.toml	1	# This file contains the configuration settings for your Redwood app.	COMMENT
MEDIUM	examples/redwoodjs/redwood.toml	2	# This file is also what makes your Redwood app a Redwood app.	COMMENT
MEDIUM	…s/python-analysis/test/requirements-txt-parser.test.ts	1971	# This file is autogenerated by pip-compile with Python 3.12	COMMENT

Overly Generic Function Names19 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	python/vercel-runtime/src/vercel_runtime/vc_init.py	906	def handle_request(self) -> None:	CODE
LOW	python/vercel-runtime/src/vercel_runtime/vc_init.py	943	def handle_request(self) -> None:	CODE
LOW	examples/hydrogen-2/app/entry.server.tsx	6	export default async function handleRequest(	CODE
LOW	packages/python/test/unit.test.ts	2129	fs.writeFileSync(path.join(workPath, 'utils.py'), 'def helper(): pass\n');	CODE
LOW	packages/edge/src/request.ts	26	* export async function handleRequest(request: Request, ctx: RequestContext): Promise<Response> {	COMMENT
LOW	…t/fixtures-legacy/01-remix-basics/app/entry.server.tsx	5	export default function handleRequest(	CODE
LOW	…/fixtures-legacy/11-hydrogen-2-js/app/entry.server.jsx	5	export default async function handleRequest(	CODE
LOW	…test/fixtures-legacy/05-root-only/app/entry.server.jsx	4	export default function handleRequest(	CODE
LOW	…est/fixtures-legacy/10-hydrogen-2/app/entry.server.tsx	6	export default async function handleRequest(	CODE
LOW	…xtures-legacy/02-remix-basics-mjs/app/entry.server.tsx	5	export default function handleRequest(	CODE
LOW	…xtures-legacy/04-with-npm9-linked/app/entry.server.tsx	5	export default function handleRequest(	CODE
LOW	…egacy/07-turborepo/apps/remix-app/app/entry.server.tsx	5	export default function handleRequest(	CODE
LOW	…test/fixtures-legacy/03-with-pnpm/app/entry.server.tsx	5	export default function handleRequest(	CODE
LOW	…t/fixtures-vite/07-v3_singleFetch/app/entry.server.tsx	17	export default function handleRequest(	CODE
LOW	…st/fixtures-vite/03-spa-no-preset/app/entry.server.tsx	5	export default function handleRequest(	CODE
LOW	…es-vite/04-spa-with-vercel-preset/app/entry.server.tsx	5	export default function handleRequest(	CODE
LOW	…xtures-vite/05-custom-entry-server/app/entry.server.ts	1	export default function handleRequest(	CODE
LOW	packages/react-router/entry.server.ts	25	export function handleRequest(	CODE
LOW	packages/react-router/edge/entry.server.ts	20	export async function handleRequest(	CODE

Structural Annotation Overuse10 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	…-runtime/src/vercel_runtime/_vendor/h11/_connection.py	112	# Step 1: some responses always have an empty body, regardless of what the	COMMENT
LOW⚡	…-runtime/src/vercel_runtime/_vendor/h11/_connection.py	126	# Step 2: check for Transfer-Encoding (T-E beats C-L):	COMMENT
LOW⚡	…-runtime/src/vercel_runtime/_vendor/h11/_connection.py	132	# Step 3: check for Content-Length	COMMENT
LOW⚡	…-runtime/src/vercel_runtime/_vendor/h11/_connection.py	137	# Step 4: no applicable headers; fallback/default depends on type	COMMENT
LOW	skills/vercel-cli/references/integrations.md	29	# Step 1: list valid category slugs	COMMENT
LOW	skills/vercel-cli/references/integrations.md	33	# Step 2: filter discover by category	COMMENT
LOW⚡	skills/vercel-cli/command/vercel.md	9	### Step 1: Identify task type from user request	COMMENT
LOW⚡	skills/vercel-cli/command/vercel.md	13	### Step 2: Read the reference file	COMMENT
LOW⚡	skills/vercel-cli/command/vercel.md	17	### Step 3: Execute task	COMMENT
LOW	skills/vercel-cli/command/vercel.md	28	### Step 4: Summarize	COMMENT

AI Slop Vocabulary7 hits · 18 pts

Severity	File	Line	Snippet	Context
LOW	…cel-runtime/src/vercel_runtime/_vendor/h11/_headers.py	60	# aren't. For now we punt and just use a super simple representation: headers	COMMENT
LOW	python/vercel-workers/tests/test_dramatiq_adapter.py	288	# get_actor raises ActorNotFound if not registered, so we just call it	COMMENT
MEDIUM	packages/next/src/server-build.ts	577	// leverage next-server trace from build if available	COMMENT
MEDIUM	packages/next/src/utils.ts	2745	// TODO: leverage manifest to determine app paths more accurately	COMMENT
MEDIUM	packages/next/src/utils.ts	3746	// update to leverage	COMMENT
MEDIUM	packages/next/src/index.ts	491	// we can leverage the NEXT_PRIVATE_TARGET env variable	COMMENT
MEDIUM	packages/cli/src/index.ts	530	// Shared API `Client` instance for all sub-commands to utilize.	COMMENT

Slop Phrases5 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	…rc/vercel_runtime/_vendor/werkzeug/routing/__init__.py	76	And here is how you can match URLs:	STRING
MEDIUM	examples/hydrogen-2/server.ts	98	* Feel free to customize it to your needs, add helper methods, or	COMMENT
LOW	…utils/src/process-serverless/get-lambda-environment.ts	34	* DON'T FORGET TO UPDATE `packages/util-env-variable/src/validate-env-length.ts	COMMENT
MEDIUM	…/remix/test/fixtures-legacy/11-hydrogen-2-js/server.js	92	* Feel free to customize it to your needs, add helper methods, or	COMMENT
MEDIUM	…ges/remix/test/fixtures-legacy/10-hydrogen-2/server.ts	98	* Feel free to customize it to your needs, add helper methods, or	COMMENT

Modern AI Meta-Vocabulary5 hits · 11 pts

Severity	File	Line	Snippet	Context
MEDIUM	examples/angular/README.md	19	## Code scaffolding	COMMENT
MEDIUM	examples/vite/README.md	5	While this project uses Vue.js, Vite supports many popular JS frameworks. [See all the supported frameworks](https://vit	CODE
MEDIUM	examples/docusaurus-2/README.md	15	To get started with Docusaurus on Vercel, you can use the [Docusaurus CLI](https://v2.docusaurus.io/docs/installation#sc	CODE
MEDIUM	examples/docusaurus-2/README.md	15	To get started with Docusaurus on Vercel, you can use the [Docusaurus CLI](https://v2.docusaurus.io/docs/installation#sc	CODE
MEDIUM	examples/vite-react/README.md	5	While this project uses React, Vite supports many popular JS frameworks. [See all the supported frameworks](https://vite	CODE

Docstring Block Structure2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	…-runtime/src/vercel_runtime/_vendor/h11/_connection.py	365	Add data to our internal receive buffer. This does not actually do any processing on the data, just stores	STRING
HIGH	…-runtime/src/vercel_runtime/_vendor/h11/_connection.py	518	Convert a high-level event into bytes that can be sent to the peer, while updating our internal state machine.	STRING

Cross-Language Confusion2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	…e/src/vercel_runtime/_vendor/werkzeug/debug/console.py	161	ThreadedStream.push()	CODE
HIGH	…ntime/src/vercel_runtime/_vendor/click/_termui_impl.py	683	return subprocess.Popen(args, stderr=null).wait()	CODE

Verbosity Indicators5 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	…-runtime/src/vercel_runtime/_vendor/h11/_connection.py	112	# Step 1: some responses always have an empty body, regardless of what the	COMMENT
LOW⚡	…-runtime/src/vercel_runtime/_vendor/h11/_connection.py	126	# Step 2: check for Transfer-Encoding (T-E beats C-L):	COMMENT
LOW⚡	…-runtime/src/vercel_runtime/_vendor/h11/_connection.py	132	# Step 3: check for Content-Length	COMMENT
LOW⚡	…-runtime/src/vercel_runtime/_vendor/h11/_connection.py	137	# Step 4: no applicable headers; fallback/default depends on type	COMMENT
LOW	packages/fs-detectors/src/detect-builders.ts	418	// we need to check if it's a Next.js app here again for the case where	COMMENT

Redundant / Tautological Comments5 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	python/vercel-runtime/src/vercel_runtime/dev.py	479	# Check if we have a manifest-based storage backend.	COMMENT
LOW	python/vercel-runtime/src/vercel_runtime/dev.py	491	# Check if we have whitenoise	COMMENT
LOW	…/src/vercel_runtime/_vendor/werkzeug/debug/__init__.py	323	# Set _pin to None explicitly to prevent regeneration by the getter	COMMENT
LOW	utils/npm-publish.sh	60	# Check if this exact version is already on npm	COMMENT
LOW	examples/hexo/_config.yml	69	## Set per_page to 0 to disable pagination	COMMENT

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	packages/cli/src/commands/firewall/rules/add-ai.ts	181	// User-provided name always takes priority over AI-generated name	COMMENT

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings