lexiforest/curl_cffi

22.8

Adjusted Score

22.8

Raw Score

100%

Time Factor

2026-08-01

Last Push

6.2K

Stars

Python

Language

24.8K

Lines of Code

111

Files

509

Pattern Hits

2026-08-02

Scan Date

0.03

HC Hit Rate

What These Metrics Mean

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

Score History

Longitudinal tracking requires multiple scan runs. Once this repository is re-scanned after new commits land, this chart will visualise how the synthetic code signal evolves over time — enabling you to detect whether AI authorship is growing, stabilising, or being actively corrected by human engineers.

No multi-scan history yet — run the scanner again to build trend data.

Severity Breakdown

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

CRITICAL 0HIGH 3MEDIUM 45LOW 461

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 509 distinct pattern matches across 15 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 Identifiers276 hits · 245 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/unittest/test_async_websockets.py	1253	async def test_full_session_lifecycle(	CODE
LOW⚡	tests/unittest/test_async_websockets.py	1315	async def test_various_recv_queue_sizes(	CODE
LOW	tests/unittest/test_async_websockets.py	164	async def close_immediately_handler(	CODE
LOW	tests/unittest/test_async_websockets.py	237	def start_configurable_ws_server(port: int) -> ConfigurableWSServer:	CODE
LOW	tests/unittest/test_async_websockets.py	437	async def test_echo_multiple_messages(self, ws_connection: AsyncWebSocket) -> None:	CODE
LOW	tests/unittest/test_async_websockets.py	527	async def test_pong_is_silently_consumed(	CODE
LOW	tests/unittest/test_async_websockets.py	547	async def test_server_ping_is_silently_consumed(	CODE
LOW	tests/unittest/test_async_websockets.py	586	async def test_recv_timeout_returns_if_data_arrives(	CODE
LOW	tests/unittest/test_async_websockets.py	617	async def test_message_at_curl_frame_boundary(	CODE
LOW	tests/unittest/test_async_websockets.py	626	async def test_message_just_over_frame_boundary(	CODE
LOW	tests/unittest/test_async_websockets.py	639	async def test_concurrent_recv_single_consumer(	CODE
LOW	tests/unittest/test_async_websockets.py	655	async def test_concurrent_recv_multiple_consumers(	CODE
LOW	tests/unittest/test_async_websockets.py	683	async def test_send_while_receiving(self, ws_connection: AsyncWebSocket) -> None:	CODE
LOW	tests/unittest/test_async_websockets.py	704	async def test_more_recv_callers_than_queue_size(	CODE
LOW	tests/unittest/test_async_websockets.py	771	async def test_recv_callers_exceed_queue_with_slow_producer(	CODE
LOW	tests/unittest/test_async_websockets.py	828	async def test_concurrent_recv_with_connection_close(	CODE
LOW	tests/unittest/test_async_websockets.py	905	async def test_cancel_recv_before_message(	CODE
LOW	tests/unittest/test_async_websockets.py	949	async def test_recv_after_close_raises(	CODE
LOW	tests/unittest/test_async_websockets.py	962	async def test_send_after_close_raises(	CODE
LOW	tests/unittest/test_async_websockets.py	974	async def test_server_close_received(	CODE
LOW	tests/unittest/test_async_websockets.py	1023	async def test_aiter_on_closed_raises(	CODE
LOW	tests/unittest/test_async_websockets.py	1036	async def test_iterator_skips_control_frames(	CODE
LOW	tests/unittest/test_async_websockets.py	1061	async def test_recv_queue_size_limit(	CODE
LOW	tests/unittest/test_async_websockets.py	1087	async def test_drain_on_error_false(	CODE
LOW	tests/unittest/test_async_websockets.py	1130	async def test_ping_too_large_raises(self, ws_connection: AsyncWebSocket) -> None:	CODE
LOW	tests/unittest/test_async_websockets.py	1143	async def test_flush_waits_for_queue(self, ws_connection: AsyncWebSocket) -> None:	CODE
LOW	tests/unittest/test_async_websockets.py	1155	async def test_is_alive_true_when_connected(	CODE
LOW	tests/unittest/test_async_websockets.py	1161	async def test_is_alive_false_after_close(	CODE
LOW	tests/unittest/test_async_websockets.py	1175	async def test_close_code_and_reason(	CODE
LOW	tests/unittest/test_async_websockets.py	1208	async def test_empty_string_message(self, ws_connection: AsyncWebSocket) -> None:	CODE
LOW	tests/unittest/test_async_websockets.py	1229	async def test_binary_all_byte_values(self, ws_connection: AsyncWebSocket) -> None:	CODE
LOW	tests/unittest/test_async_websockets.py	1337	async def test_various_send_queue_sizes(	CODE
LOW	tests/unittest/test_async_websockets.py	1430	async def test_various_max_message_sizes(	CODE
LOW	tests/unittest/test_async_websockets.py	1450	async def test_client_enforces_max_message_size(	CODE
LOW	tests/unittest/test_async_websockets.py	1480	async def test_server_enforces_max_message_size(	CODE
LOW	tests/unittest/test_async_websockets.py	1513	async def test_coalesce_frames_enabled(	CODE
LOW	tests/unittest/test_async_websockets.py	1542	async def test_coalesce_frames_disabled(	CODE
LOW	tests/unittest/test_async_websockets.py	1559	async def test_coalesce_send_then_recv(	CODE
LOW	tests/unittest/test_async_websockets.py	1578	async def test_coalesce_preserves_message_order(	CODE
LOW	tests/unittest/test_async_websockets.py	1611	async def test_coalesce_control_frame_interleaving(	CODE
LOW	tests/unittest/test_async_websockets.py	1651	async def test_partial_write_exact_boundary_resumption(	CODE
LOW	tests/unittest/test_async_websockets.py	1696	async def test_send_eagain_retry_preserves_state(	CODE
LOW	tests/unittest/test_async_websockets.py	1727	async def test_manual_fragmentation_with_cont_flag(	CODE
LOW	tests/unittest/test_async_websockets.py	1816	async def test_block_on_recv_queue_full_true(	CODE
LOW	tests/unittest/test_async_websockets.py	1846	async def test_block_on_recv_queue_full_false(	CODE
LOW	tests/unittest/test_async_websockets.py	1928	async def test_close_with_long_reason(	CODE
LOW	tests/unittest/test_async_websockets.py	1965	async def test_send_binary_explicit(	CODE
LOW	tests/unittest/test_async_websockets.py	1979	async def test_multiple_flush_calls(	CODE
LOW	tests/unittest/test_async_websockets.py	2000	async def test_close_code_extraction(	CODE
LOW	tests/unittest/test_async_websockets.py	2055	async def test_terminate_while_operations_pending(	CODE
LOW	tests/unittest/test_async_websockets.py	2084	async def test_recv_timeout_race_condition(	CODE
LOW	tests/unittest/test_async_websockets.py	2118	async def test_recv_json_enforces_text_frame(	CODE
LOW	tests/unittest/test_async_websockets.py	2140	async def test_raw_fragment_assembly_with_interleaved_control_frames(self) -> None:	CODE
LOW	tests/unittest/test_async_websockets.py	2196	async def test_high_concurrency_mixed_frame_stress(	CODE
LOW	tests/unittest/test_async_websockets.py	2278	async def test_unaligned_simd_xor_masking(	CODE
LOW	tests/unittest/test_async_websockets.py	2309	async def test_huge_payload_stress_and_fairness(	CODE
LOW	tests/unittest/test_async_websockets.py	2373	async def test_high_frequency_ping_pong(	CODE
LOW	tests/unittest/test_async_websockets.py	2386	def test_multithreaded_event_loops(	CODE
LOW	tests/unittest/test_async_websockets.py	2414	async def test_boundary_fragmentation_plus_one(	CODE
LOW	tests/unittest/test_async_websockets.py	2429	async def test_transport_exception_bubbles_to_all_waiters(	CODE
216 more matches not shown…

Decorative Section Separators28 hits · 99 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	tests/unittest/test_async_websockets.py	1245	# =============================================================================	COMMENT
MEDIUM⚡	tests/unittest/test_async_websockets.py	1247	# =============================================================================	COMMENT
MEDIUM⚡	tests/unittest/test_async_websockets.py	1306	# =============================================================================	COMMENT
MEDIUM⚡	tests/unittest/test_async_websockets.py	1308	# =============================================================================	COMMENT
MEDIUM	tests/unittest/test_async_websockets.py	57	# =============================================================================	COMMENT
MEDIUM	tests/unittest/test_async_websockets.py	59	# =============================================================================	COMMENT
MEDIUM	tests/unittest/test_async_websockets.py	294	# =============================================================================	COMMENT
MEDIUM	tests/unittest/test_async_websockets.py	296	# =============================================================================	COMMENT
MEDIUM	tests/unittest/test_async_websockets.py	358	# =============================================================================	COMMENT
MEDIUM	tests/unittest/test_async_websockets.py	360	# =============================================================================	COMMENT
MEDIUM	tests/unittest/test_async_websockets.py	399	# =============================================================================	COMMENT
MEDIUM	tests/unittest/test_async_websockets.py	401	# =============================================================================	COMMENT
MEDIUM	tests/unittest/test_async_websockets.py	1943	# =============================================================================	COMMENT
MEDIUM	tests/unittest/test_async_websockets.py	1945	# =============================================================================	COMMENT
MEDIUM⚡	tests/unittest/test_curl.py	441	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unittest/test_curl.py	443	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unittest/cli/test_run.py	145	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unittest/cli/test_run.py	147	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unittest/cli/test_run.py	18	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unittest/cli/test_run.py	20	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unittest/cli/test_run.py	230	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unittest/cli/test_run.py	232	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	curl_cffi/cli/run.py	14	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	curl_cffi/cli/run.py	17	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	curl_cffi/cli/run.py	165	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	curl_cffi/cli/run.py	167	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	curl_cffi/cli/run.py	233	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	curl_cffi/cli/run.py	235	# ---------------------------------------------------------------------------	COMMENT

Unused Imports95 hits · 76 pts

Severity	File	Line	Context
LOW	tests/unittest/test_async_websockets.py	17	CODE
LOW	curl_cffi/curl.py	1	CODE
LOW	curl_cffi/__init__.py	52	CODE
LOW	curl_cffi/__init__.py	54	CODE
LOW	curl_cffi/__init__.py	54	CODE
LOW	curl_cffi/__init__.py	54	CODE
LOW	curl_cffi/__init__.py	54	CODE
LOW	curl_cffi/__init__.py	57	CODE
LOW	curl_cffi/__init__.py	57	CODE
LOW	curl_cffi/__init__.py	58	CODE
LOW	curl_cffi/__init__.py	59	CODE
LOW	curl_cffi/__init__.py	59	CODE
LOW	curl_cffi/__init__.py	59	CODE
LOW	curl_cffi/__init__.py	59	CODE
LOW	curl_cffi/__init__.py	59	CODE
LOW	curl_cffi/__init__.py	59	CODE
LOW	curl_cffi/__init__.py	59	CODE
LOW	curl_cffi/__init__.py	59	CODE
LOW	curl_cffi/__init__.py	69	CODE
LOW	curl_cffi/__init__.py	69	CODE
LOW	curl_cffi/__init__.py	69	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	71	CODE
LOW	curl_cffi/__init__.py	105	CODE
LOW	curl_cffi/__init__.py	105	CODE
LOW	curl_cffi/__init__.py	105	CODE
LOW	curl_cffi/cli/run.py	1	CODE
LOW	curl_cffi/cli/request.py	1	CODE
LOW	curl_cffi/cli/__init__.py	7	CODE
LOW	curl_cffi/cli/__init__.py	8	CODE
LOW	curl_cffi/cli/__init__.py	8	CODE
LOW	curl_cffi/cli/__init__.py	8	CODE
35 more matches not shown…

Excessive Try-Catch Wrapping34 hits · 44 pts

Severity	File	Line	Snippet	Context
LOW	benchmark/benchmark.py	84	except Exception:	CODE
LOW	benchmark/ws_bench_2.py	93	except Exception:	CODE
LOW	benchmark/ws_bench_2.py	210	except Exception:	CODE
LOW	benchmark/ws_bench_1_client.py	145	except Exception:	CODE
LOW	benchmark/ws_bench_1_server.py	75	except Exception:	CODE
LOW	tests/unittest/test_async_websockets.py	891	except Exception:	CODE
LOW	tests/unittest/conftest.py	858	except Exception:	CODE
LOW	tests/pro/test_fp_verify.py	114	except Exception as exc:	CODE
LOW	curl_cffi/aio.py	290	except Exception:	CODE
MEDIUM	curl_cffi/cli/run.py	141	print("Error: no requests found in file.", file=sys.stderr)	CODE
MEDIUM	curl_cffi/cli/run.py	188	print(f"Error: invalid HAR JSON: {exc}", file=sys.stderr)	CODE
MEDIUM	curl_cffi/cli/run.py	193	print("Error: no entries found in HAR file.", file=sys.stderr)	CODE
MEDIUM⚡	curl_cffi/cli/run.py	245	print(f"Error: file not found: {filepath}", file=sys.stderr)	CODE
MEDIUM	curl_cffi/cli/run.py	257	print(f"Error: unsupported file format: {filepath}", file=sys.stderr)	CODE
LOW	curl_cffi/cli/request.py	53	except Exception as e:	CODE
MEDIUM	curl_cffi/cli/request.py	54	print(f"Error: {e}", file=sys.stderr)	CODE
MEDIUM	curl_cffi/cli/parse.py	57	print(f"Error: invalid JSON in '{item}': {exc}", file=sys.stderr)	CODE
MEDIUM	curl_cffi/cli/parse.py	75	print(f"Error: unknown request item '{item}'", file=sys.stderr)	CODE
LOW	curl_cffi/cli/doctor.py	33	except Exception as exc:	CODE
MEDIUM	curl_cffi/requests/websockets.py	848	def __anext__(self) -> bytes:	CODE
LOW	curl_cffi/requests/websockets.py	189	except Exception as e:	CODE
LOW	curl_cffi/requests/websockets.py	284	except Exception as e:	CODE
LOW	curl_cffi/requests/websockets.py	1072	except Exception as e:	CODE
LOW	curl_cffi/requests/websockets.py	1322	except Exception:	CODE
LOW	curl_cffi/requests/websockets.py	1428	except Exception as exc:	CODE
LOW	curl_cffi/requests/websockets.py	1442	except Exception:	CODE
LOW	curl_cffi/requests/websockets.py	1541	except Exception as e:	CODE
LOW	curl_cffi/requests/websockets.py	1662	except Exception as e:	CODE
LOW	curl_cffi/requests/websockets.py	1753	except Exception as exc:	CODE
LOW	curl_cffi/requests/websockets.py	1767	except Exception:	CODE
LOW	curl_cffi/requests/websockets.py	1820	except Exception as exc:	CODE
LOW	curl_cffi/requests/session.py	410	except Exception:	CODE
LOW	curl_cffi/requests/session.py	1327	except Exception:	CODE
LOW	curl_cffi/requests/cache.py	80	except Exception:	CODE

Deep Nesting30 hits · 27 pts

Severity	File	Line	Context
LOW	benchmark/ws_bench_2.py	147	CODE
LOW	benchmark/ws_bench_2.py	297	CODE
LOW	tests/unittest/test_async_websockets.py	2196	CODE
LOW	tests/unittest/conftest.py	84	CODE
LOW	tests/unittest/test_requests.py	1080	CODE
LOW	tests/unittest/test_requests.py	1125	CODE
LOW	tests/pro/test_fp_verify.py	57	CODE
LOW	curl_cffi/_asyncio_selector.py	168	CODE
LOW	curl_cffi/curl.py	347	CODE
LOW	curl_cffi/aio.py	259	CODE
LOW	curl_cffi/fingerprints.py	524	CODE
LOW	curl_cffi/cli/run.py	56	CODE
LOW	curl_cffi/cli/parse.py	45	CODE
LOW	curl_cffi/cli/output.py	205	CODE
LOW	curl_cffi/requests/cookies.py	136	CODE
LOW	curl_cffi/requests/impersonate.py	104	CODE
LOW	curl_cffi/requests/streams.py	208	CODE
LOW	curl_cffi/requests/models.py	180	CODE
LOW	curl_cffi/requests/websockets.py	486	CODE
LOW	curl_cffi/requests/websockets.py	580	CODE
LOW	curl_cffi/requests/websockets.py	1328	CODE
LOW	curl_cffi/requests/websockets.py	1544	CODE
LOW	curl_cffi/requests/websockets.py	1670	CODE
LOW	curl_cffi/requests/session.py	667	CODE
LOW	curl_cffi/requests/utils.py	70	CODE
LOW	curl_cffi/requests/utils.py	580	CODE
LOW	curl_cffi/requests/headers.py	84	CODE
LOW	curl_cffi/requests/headers.py	126	CODE
LOW	scripts/build.py	30	CODE
LOW	scripts/check_preset.py	27	CODE

Self-Referential Comments7 hits · 20 pts

Severity	File	Line	Snippet	Context
MEDIUM	benchmark/ws_bench_utils.py	103	# Initialize config object	COMMENT
MEDIUM	tests/unittest/test_async_websockets.py	2626	# Create a view starting at an odd offset (e.g., address ends in 1, 3, 7)	COMMENT
MEDIUM	curl_cffi/_asyncio_selector.py	125	# Create a thread to run the select system call. We manage this thread	COMMENT
MEDIUM	curl_cffi/_asyncio_selector.py	299	# This class is a __getattribute__-based proxy. All attributes other than those	COMMENT
MEDIUM	curl_cffi/const.py	1	# This file is automatically generated, do not modify it directly.	COMMENT
MEDIUM	curl_cffi/requests/websockets.py	1799	# Create a task for the queue join operation	COMMENT
MEDIUM	scripts/generate_consts.py	20	f.write("# This file is automatically generated, do not modify it directly.\n\n")	CODE

Docstring Block Structure3 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	curl_cffi/curl.py	743	Send data to a websocket connection. Args: payload: content to send. flags: websocket f	STRING
HIGH	curl_cffi/curl.py	770	Close a websocket connection. Shorthand for :meth:`ws_send` with close code and message. Note that to completely	STRING
HIGH	curl_cffi/requests/websockets.py	918	Receive a WebSocket message. This method waits for and returns the next complete WebSocket message. Ar	STRING

Modern Structural Boilerplate13 hits · 13 pts

Severity	File	Line	Snippet	Context
LOW	tests/unittest/test_async_websockets.py	246	def set_config(cfg: ServerConfig) -> None:	CODE
LOW	curl_cffi/curl.py	299	def _set_error_buffer(self) -> None:	CODE
LOW	curl_cffi/__init__.py	1	__all__ = [	CODE
LOW	curl_cffi/aio.py	13	__all__ = ["AsyncCurl"]	CODE
LOW	curl_cffi/fingerprints.py	14	__all__ = [	CODE
LOW	curl_cffi/fingerprints.py	474	def set_api_key(cls, api_key: str) -> None:	CODE
LOW	curl_cffi/cli/__init__.py	16	__all__ = [	CODE
LOW	curl_cffi/requests/cookies.py	5	__all__ = ["Cookies"]	CODE
LOW	curl_cffi/requests/cookies.py	221	def update_cookies_from_curl_changes(self, changes: list[bytes]) -> None:	CODE
LOW	curl_cffi/requests/cache.py	22	__all__ = [	CODE
LOW	curl_cffi/requests/__init__.py	1	__all__ = [	CODE
LOW	curl_cffi/requests/utils.py	3	__all__ = ["HttpVersionLiteral", "set_curl_options", "NOT_SET"]	CODE
LOW	curl_cffi/requests/errors.py	3	__all__ = ["CurlError", "RequestsError", "CookieConflict", "SessionClosed"]	CODE

AI Structural Patterns11 hits · 11 pts

Severity	File	Line	Context
LOW	curl_cffi/cli/request.py	16	CODE
LOW	curl_cffi/requests/websockets.py	220	CODE
LOW	curl_cffi/requests/websockets.py	297	CODE
LOW	curl_cffi/requests/websockets.py	698	CODE
LOW	curl_cffi/requests/session.py	225	CODE
LOW	curl_cffi/requests/session.py	667	CODE
LOW	curl_cffi/requests/session.py	853	CODE
LOW	curl_cffi/requests/session.py	1162	CODE
LOW	curl_cffi/requests/session.py	1359	CODE
LOW	curl_cffi/requests/session.py	1536	CODE
LOW	curl_cffi/requests/utils.py	580	CODE

Over-Commented Block5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	benchmark/server.py	21	# gunicorn benchmark.server:app -b 127.0.0.1:8000 -n benchmark -w 8 -k \	COMMENT
LOW	tests/pro/test_fp_verify.py	401	# "\n".join(	COMMENT
LOW	ffi/shim.h	1	#include <stdlib.h>	COMMENT
LOW	curl_cffi/_asyncio_selector.py	181	# this class is only intended for use on windows, where	COMMENT
LOW	curl_cffi/requests/impersonate.py	341	# 14907-19017:"Unassigned	COMMENT

TODO Padding2 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/unittest/test_impersonate.py	58	# TODO: implement local ja3/akamai verification server with th1.	COMMENT
LOW	curl_cffi/cli/run.py	107	# TODO: implement body checking	COMMENT

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	examples/upload.py	23	# you can add multiple files under the same field name	COMMENT

Overly Generic Function Names2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	curl_cffi/aio.py	259	def process_data(self, sockfd: int, ev_bitmask: int):	CODE
LOW	curl_cffi/cli/request.py	80	def handle_request(	CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	benchmark/ws_bench_2.py	54	# Write file to disk	COMMENT

AI Slop Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	curl_cffi/_asyncio_selector.py	204	# polling the waker alone. If we are, just return to the	COMMENT

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings