arvidn/libtorrent

4.6

Adjusted Score

4.6

Raw Score

100%

Time Factor

2026-07-14

Last Push

6.0K

Stars

C++

Language

298.3K

Lines of Code

931

Files

1.3K

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 13MEDIUM 26LOW 1286

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 1325 distinct pattern matches across 18 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.

Over-Commented Block998 hits · 910 pts

Severity	File	Line	Snippet	Context
LOW	tox.ini	1	[tox]	COMMENT
LOW	tox.ini	41	# numerous DeprecationWarnings are fired from builtin code, especially	COMMENT
LOW	tools/parse_session_stats.py	1	#!/usr/bin/env python3	COMMENT
LOW	tools/parse_session_stats.py	21	# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE	COMMENT
LOW	tools/parse_session_stats.py	621	# (	COMMENT
LOW	tools/parse_session_stats.py	921	"",	COMMENT
LOW	tools/run_benchmark.py	861	)	COMMENT
LOW	tools/perf_call_tree.py	1	#!/usr/bin/env python3	COMMENT
LOW	tools/perf_call_tree.py	21	# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE	COMMENT
LOW	tools/benchmark_load_torrent.py	61		COMMENT
LOW	tools/gen_corpus.py	1	#!/usr/bin/env python3	COMMENT
LOW	tools/gen_corpus.py	21	#	COMMENT
LOW	tools/gen_corpus.py	621	c.add("share_mode_true", FLAGS_EXTENDED, ext_msg(SHARE_MODE_MSG, b"\x01"))	COMMENT
LOW	tools/gen_corpus.py	2781		COMMENT
LOW	tools/gen_corpus.py	2801	# 6 bits : verified_pieces bit-count	COMMENT
LOW	tools/bencher.cpp	21	"do_not_optimize() relies on GNU inline asm to act as a compiler optimization barrier, and is only supported on GCC and	COMMENT
LOW	tools/gen_torture_torrent.cpp	21	#include <fstream>	COMMENT
LOW	tools/gen_torture_torrent.cpp	61	// takes the extension-pickup branch when added >= 240.	COMMENT
LOW	tools/gen_torture_torrent.cpp	81	std::string symlink_mode = "file";	COMMENT
LOW	tools/benchmark_load_torrent.cpp	1	/*	COMMENT
LOW	tools/benchmark_load_torrent.cpp	21	// content printing (file list, trackers, info hash, web seeds, ...), no	COMMENT
LOW	tools/vmstat.py	221	# Private_Dirty: 11384 kB	COMMENT
LOW	test/setup_transfer.cpp	21	#include "libtorrent/hasher.hpp"	COMMENT
LOW	test/setup_transfer.cpp	41	#include "setup_transfer.hpp"	COMMENT
LOW	test/test_receive_buffer.cpp	221	// previous packet	COMMENT
LOW	test/broadcast_socket.hpp	101	// and receive unicast responses	COMMENT
LOW	test/test_piece_picker.cpp	721	}	COMMENT
LOW	test/test_torrent.cpp	21	#include "libtorrent/alert_types.hpp"	COMMENT
LOW	test/test_storage.cpp	21	#include "libtorrent/aux_/mmap_storage.hpp"	COMMENT
LOW	test/test_fast_extension.cpp	21	#include "libtorrent/time.hpp"	COMMENT
LOW	test/test_webtorrent_transfer.cpp	121	&ses1, &ses2, nullptr, true, use_metadata_transfer, false, suffix, piece_size, &atp);	COMMENT
LOW	test/test_tracker.cpp	21	#include "test_utils.hpp"	COMMENT
LOW	test/test_priority.cpp	21	#include "libtorrent/read_resume_data.hpp"	COMMENT
LOW	test/test_remap_files.cpp	21	#include "settings.hpp"	COMMENT
LOW	test/test_ssl.cpp	21		COMMENT
LOW	test/swarm_suite.cpp	21	#include <iostream>	COMMENT
LOW	test/test_file_storage.cpp	1341	rf.rename_file(fs, 1_file, "test\\bar");	COMMENT
LOW	test/test_similar_torrent.cpp	1	/*	COMMENT
LOW	test/test_resume.cpp	21	#include "libtorrent/bencode.hpp"	COMMENT
LOW	test/test_disk_cache.cpp	801	f.flush_storage_for();	COMMENT
LOW	test/test_create_torrent.cpp	21	#include "libtorrent/aux_/escape_string.hpp" // for convert_path_to_posix	COMMENT
LOW	test/test.hpp	21	#include <vector>	COMMENT
LOW	test/test_rtc.cpp	21		COMMENT
LOW	test/test_rtc.cpp	341	if (stream1)	COMMENT
LOW	test/test_dht.cpp	21	#include "libtorrent/kademlia/msg.hpp" // for verify_message	COMMENT
LOW	test/test_dht.cpp	2941	// test a node with the same IP:port changing ID	COMMENT
LOW	test/test_disk_io.cpp	1	/*	COMMENT
LOW	test/test_disk_io.cpp	461	// partial cases check the two halves are stitched together correctly.	COMMENT
LOW	test/test_disk_io.cpp	661	if (p == fence_piece) continue;	COMMENT
LOW	test/web_seed_suite.cpp	21	#include "libtorrent/string_view.hpp"	COMMENT
LOW	test/test_torrent_info.cpp	21	#include "libtorrent/aux_/path.hpp"	COMMENT
LOW	test/test_torrent_info.cpp	481	// TODO: torrent with 'l' (symlink) attribute	COMMENT
LOW	test/test_torrent_info.cpp	1681	{	COMMENT
LOW	test/test_checking.cpp	21	#include "test_utils.hpp"	COMMENT
LOW	test/test_merkle_tree.cpp	961	// the set_block above ran allocate_full(), bringing us back to full_tree	COMMENT
LOW	test/main.cpp	21	#include "test.hpp"	COMMENT
LOW	test/disk_io_test.hpp	21		COMMENT
LOW	test/disk_io_test.hpp	41	// Registers one test per disk I/O backend (mmap_disk_io_constructor where	COMMENT
LOW	test/test_slow_hash.cpp	21		COMMENT
LOW	test/test_slow_hash.cpp	41	#include "libtorrent/error_code.hpp"	COMMENT
938 more matches not shown…

Hyper-Verbose Identifiers144 hits · 130 pts

Severity	File	Line	Snippet	Context
LOW	tools/run_benchmark.py	203	def _warn_if_ineffective_drop(path: Path) -> None:	CODE
LOW	tools/run_benchmark.py	660	def suggest_dirty_limit_if_high_ram() -> None:	CODE
LOW	tools/check_installed_headers.py	20	def check_no_vendored_headers(include_dir: str) -> None:	CODE
LOW	tools/check_installed_headers.py	47	def check_public_headers_compile(prefix: str) -> None:	CODE
LOW	tools/gen_corpus.py	3184	def generate_rtc_parse_endpoint(outdir: str) -> None:	CODE
LOW	tools/gen_corpus.py	3227	def generate_rtc_tracker_offer(outdir: str) -> None:	CODE
LOW	test/socks.py	278	def send_user_pass_auth_method(self):	CODE
LOW⚡	examples/run_benchmarks.py	109	def build_utorrent_commandline(config, port):	CODE
LOW⚡	examples/run_benchmarks.py	157	def build_rtorrent_commandline(config, port):	CODE
LOW⚡	examples/run_benchmarks.py	181	def build_libtorrent_commandline(config, port):	CODE
LOW	bindings/python/tests/simple_client_test.py	69	def test_download_from_web_seed(self) -> None:	CODE
LOW	bindings/python/tests/sha256_hash_test.py	18	def test_init_long_buffer_deprecated(self) -> None:	CODE
LOW	bindings/python/tests/torrent_handle_test.py	33	def test_deprecated_move_flags_t(self) -> None:	CODE
LOW	bindings/python/tests/torrent_handle_test.py	78	def test_file_open_mode_deprecated(self) -> None:	CODE
LOW	bindings/python/tests/torrent_handle_test.py	82	def test_file_progress_flags_t(self) -> None:	CODE
LOW	bindings/python/tests/torrent_handle_test.py	154	def test_connect_and_get_info(self) -> None:	CODE
LOW	bindings/python/tests/torrent_handle_test.py	317	def test_http_seeds_deprecated(self) -> None:	CODE
LOW	bindings/python/tests/torrent_handle_test.py	563	def test_renamed_files_round_trip(self) -> None:	CODE
LOW	bindings/python/tests/torrent_handle_test.py	827	def test_rename_file_and_export(self) -> None:	CODE
LOW	bindings/python/tests/torrent_handle_test.py	839	def test_file_path_with_save_path(self) -> None:	CODE
LOW	bindings/python/tests/torrent_handle_test.py	874	def test_import_then_export_roundtrip(self) -> None:	CODE
LOW	bindings/python/tests/torrent_handle_test.py	947	def test_old_sequential_download(self) -> None:	CODE
LOW	bindings/python/tests/session_settings_test.py	15	def test_choking_algorithm_t_deprecated(self) -> None:	CODE
LOW	bindings/python/tests/session_settings_test.py	22	def test_seed_choking_algorithm_t(self) -> None:	CODE
LOW	bindings/python/tests/session_settings_test.py	40	def test_io_buffer_mode_t_deprecated(self) -> None:	CODE
LOW	bindings/python/tests/session_settings_test.py	47	def test_bandwidth_mixed_algo_t(self) -> None:	CODE
LOW	bindings/python/tests/session_settings_test.py	61	def test_enc_policy_deprecated(self) -> None:	CODE
LOW	bindings/python/tests/session_settings_test.py	80	def test_enc_level_deprecated(self) -> None:	CODE
LOW	bindings/python/tests/session_settings_test.py	110	def test_proxy_type_deprecated(self) -> None:	CODE
LOW	bindings/python/tests/create_torrent_test.py	24	def test_file_storage_static_vars(self) -> None:	CODE
LOW	bindings/python/tests/create_torrent_test.py	36	def test_create_torrent_static_vars(self) -> None:	CODE
LOW	bindings/python/tests/create_torrent_test.py	46	def test_create_torrent_flags_t(self) -> None:	CODE
LOW	bindings/python/tests/create_torrent_test.py	403	def test_set_hash_long_deprecated(self) -> None:	CODE
LOW	bindings/python/tests/create_torrent_test.py	419	def test_set_file_hash_invalid(self) -> None:	CODE
LOW	bindings/python/tests/create_torrent_test.py	438	def test_set_file_hash_long_deprecated(self) -> None:	CODE
LOW	bindings/python/tests/create_torrent_test.py	453	def test_http_seed_deprecated(self) -> None:	CODE
LOW	bindings/python/tests/create_torrent_test.py	571	def test_args_pred_positional(self) -> None:	CODE
LOW	bindings/python/tests/create_torrent_test.py	620	def test_args_pred_positional(self) -> None:	CODE
LOW	bindings/python/tests/create_torrent_test.py	691	def test_path_non_unicode_str(self) -> None:	CODE
LOW	bindings/python/tests/create_torrent_test.py	700	def test_path_non_unicode_bytes(self) -> None:	CODE
LOW	bindings/python/tests/create_torrent_test.py	718	def test_path_surrogate_bytes(self) -> None:	CODE
LOW	bindings/python/tests/create_torrent_test.py	790	def test_path_non_ascii_bytes(self) -> None:	CODE
LOW⚡	bindings/python/tests/create_torrent_test.py	810	def test_path_surrogate_bytes(self) -> None:	CODE
LOW⚡	bindings/python/tests/create_torrent_test.py	820	def test_path_non_unicode_str(self) -> None:	CODE
LOW⚡	bindings/python/tests/create_torrent_test.py	830	def test_path_non_unicode_bytes(self) -> None:	CODE
LOW	bindings/python/tests/alert_test.py	64	def test_category_t_deprecated(self) -> None:	CODE
LOW	bindings/python/tests/alert_test.py	152	def test_listen_succeeded_alert_socket_type_t(self) -> None:	CODE
LOW	bindings/python/tests/alert_test.py	162	def test_listen_succeeded_alert_socket_type_t_deprecated(self) -> None:	CODE
LOW	bindings/python/tests/alert_test.py	183	def test_listen_failed_alert_socket_type_t(self) -> None:	CODE
LOW	bindings/python/tests/alert_test.py	193	def test_listen_failed_alert_socket_type_t_deprecated(self) -> None:	CODE
LOW	bindings/python/tests/alert_test.py	221	def test_socket_type_t_deprecated(self) -> None:	CODE
LOW	bindings/python/tests/alert_test.py	234	def test_performance_warning_t(self) -> None:	CODE
LOW	bindings/python/tests/alert_test.py	258	def test_performance_warning_t_deprecated(self) -> None:	CODE
LOW	bindings/python/tests/alert_test.py	281	def test_stats_channel_deprecated(self) -> None:	CODE
LOW	bindings/python/tests/alert_test.py	564	def test_torrent_removed_alert(self) -> None:	CODE
LOW	bindings/python/tests/alert_test.py	672	class LambdaRequestHandler(http.server.BaseHTTPRequestHandler):	CODE
LOW	bindings/python/tests/alert_test.py	781	def test_tracker_warning_alert(self) -> None:	CODE
LOW	bindings/python/tests/alert_test.py	829	def test_hash_failed_alert_test(self) -> None:	CODE
LOW	bindings/python/tests/alert_test.py	862	def test_invalid_request_alert(self) -> None:	CODE
LOW	bindings/python/tests/alert_test.py	892	def test_torrent_finished_alert(self) -> None:	CODE
84 more matches not shown…

Excessive Try-Catch Wrapping70 hits · 82 pts

Severity	File	Line	Snippet	Context
LOW	tools/parse_session_stats.py	79	except Exception as e:	CODE
LOW	tools/parse_session_stats.py	118	except Exception:	CODE
LOW	tools/parse_session_stats.py	136	except Exception:	CODE
LOW	tools/parse_session_stats.py	155	except Exception:	CODE
LOW	tools/parse_session_stats.py	179	except Exception:	CODE
LOW	tools/parse_session_stats.py	205	except Exception:	CODE
LOW	tools/parse_session_stats.py	228	except Exception:	CODE
LOW	tools/parse_session_stats.py	968	except Exception:	CODE
LOW	tools/run_benchmark.py	1263	except Exception:	CODE
LOW	tools/run_benchmark.py	1268	except Exception:	CODE
LOW	tools/parse_dht_log.py	84	except Exception:	CODE
LOW	tools/parse_dht_log.py	156	except Exception:	CODE
LOW	tools/parse_dht_log.py	161	except Exception as e:	CODE
LOW	tools/parse_sample.py	30	except Exception:	CODE
LOW	tools/clean.py	78	except Exception as e:	CODE
LOW	tools/clean.py	83	except Exception as e:	CODE
LOW	tools/test_filesystems.py	103	except Exception:	CODE
LOW	tools/parse_utp_log.py	30	except Exception:	CODE
LOW	tools/parse_utp_log.py	146	except Exception:	CODE
LOW	tools/parse_utp_log.py	220	except Exception:	CODE
LOW	tools/benchmark_checking.py	62	except Exception:	CODE
LOW	tools/benchmark_checking.py	111	except Exception:	CODE
LOW	tools/benchmark_checking.py	116	except Exception:	CODE
LOW	tools/parse_lookup_log.py	37	except Exception:	CODE
MEDIUM	tools/parse_lookup_log.py	33	def plot_nodes(nodes, frame):	CODE
LOW	tools/vmstat.py	148	except Exception:	CODE
LOW	tools/vmstat.py	245	except Exception:	CODE
LOW	test/http_proxy.py	272	except Exception:	CODE
LOW	test/http_proxy.py	285	except Exception:	CODE
LOW	test/http_proxy.py	471	except Exception:	CODE
LOW	test/http_proxy.py	480	except Exception:	CODE
LOW	test/websocket_server.py	39	except Exception as e:	CODE
MEDIUM	test/websocket_server.py	20	def handle(websocket):	CODE
LOW	test/web_server.py	23	except Exception:	CODE
LOW	test/web_server.py	47	except Exception:	CODE
LOW⚡	test/web_server.py	189	except Exception as e:	CODE
LOW⚡	test/web_server.py	197	except Exception:	CODE
LOW⚡	test/web_server.py	202	except Exception:	CODE
LOW⚡	test/web_server.py	212	except Exception:	CODE
LOW	test/web_server.py	249	except Exception as e:	CODE
LOW	test/web_server.py	257	except Exception:	CODE
MEDIUM	test/web_server.py	44	def do_GET(self):	CODE
MEDIUM	test/web_server.py	209	def do_POST(self):	CODE
LOW	test/socks.py	52	except Exception:	CODE
LOW	test/socks.py	103	except Exception:	CODE
LOW	test/socks.py	219	except Exception as e:	CODE
LOW	test/socks.py	232	except Exception as e:	CODE
LOW	test/socks.py	245	except Exception as e:	CODE
MEDIUM	test/socks.py	100	def handle(self):	CODE
LOW	docs/gen_reference_doc.py	823	except Exception:	CODE
LOW⚡	examples/run_benchmarks.py	94	except Exception:	CODE
LOW⚡	examples/run_benchmarks.py	103	except Exception:	CODE
LOW⚡	examples/run_benchmarks.py	116	except Exception:	CODE
LOW⚡	examples/run_benchmarks.py	146	except Exception:	CODE
LOW⚡	examples/run_benchmarks.py	150	except Exception:	CODE
LOW⚡	examples/run_benchmarks.py	167	except Exception:	CODE
LOW⚡	examples/run_benchmarks.py	172	except Exception:	CODE
LOW⚡	examples/run_benchmarks.py	213	except Exception:	CODE
LOW⚡	examples/run_benchmarks.py	216	except Exception:	CODE
LOW⚡	examples/run_benchmarks.py	220	except Exception:	CODE
10 more matches not shown…

Cross-Language Confusion11 hits · 72 pts

Severity	File	Line	Snippet	Context
HIGH	tools/perf_call_tree.py	541	var selected = null;	CODE
HIGH⚡	tools/perf_call_tree.py	574	if (!ul) return null;	CODE
HIGH⚡	tools/perf_call_tree.py	576	return li ? li.querySelector(':scope > .node') : null;	CODE
HIGH⚡	tools/perf_call_tree.py	581	if (!ul \|\| !ul.classList.contains('children')) return null;	CODE
HIGH⚡	tools/perf_call_tree.py	589	while (el && el.parentNode) {	CODE
HIGH⚡	tools/perf_call_tree.py	591	if (ul.classList && ul.classList.contains('children') && ul.hidden)	CODE
HIGH⚡	tools/perf_call_tree.py	593	el = ul.closest ? ul.closest('li') : null;	CODE
HIGH	tools/perf_call_tree.py	617	if (next >= 0 && next < vis.length) select(vis[next]);	CODE
HIGH	tools/gen_corpus.py	2145	# not a dict: dict_find_dict() returns null, piece layers skipped	COMMENT
HIGH	tools/benchmark_checking.py	20	ret = os.system(f"cd ../examples && b2 release {args.toolset} stage_client_test stage_connection_tester")	CODE
HIGH	docs/gen_todo.py	16	os.system('(cd .. ; ctags %s 2>/dev/null)' % ' '.join(paths))	CODE

Decorative Section Separators12 hits · 36 pts

Severity	File	Line	Snippet	Context
MEDIUM	tools/benchmark_load_torrent.py	62	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/benchmark_load_torrent.py	64	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/benchmark_load_torrent.py	312	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/benchmark_load_torrent.py	314	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/benchmark_load_torrent.py	334	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/benchmark_load_torrent.py	336	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/benchmark_load_torrent.py	617	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/benchmark_load_torrent.py	619	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/benchmark_load_torrent.py	824	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	tools/benchmark_load_torrent.py	826	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	docs/gen_reference_doc.py	1130	# ====================================================================	COMMENT
MEDIUM	docs/gen_reference_doc.py	1134	# ====================================================================	COMMENT

Deep Nesting35 hits · 34 pts

Severity	File	Line	Context
LOW	tools/parse_session_stats.py	94	CODE
LOW	tools/update_copyright.py	9	CODE
LOW	tools/run_benchmark.py	85	CODE
LOW	tools/run_benchmark.py	169	CODE
LOW	tools/run_benchmark.py	259	CODE
LOW	tools/run_benchmark.py	660	CODE
LOW	tools/run_benchmark.py	725	CODE
LOW	tools/run_benchmark.py	963	CODE
LOW	tools/copyright.py	70	CODE
LOW	tools/clean.py	9	CODE
LOW	tools/disk_latency.py	91	CODE
LOW	tools/perf_call_tree.py	115	CODE
LOW	tools/perf_call_tree.py	189	CODE
LOW	tools/set_version.py	31	CODE
LOW	tools/vmstat.py	310	CODE
LOW	tools/vmstat.py	137	CODE
LOW	tools/libtorrent_lldb.py	161	CODE
LOW	test/http_proxy.py	43	CODE
LOW	test/http_proxy.py	62	CODE
LOW	test/http_proxy.py	291	CODE
LOW	test/web_server.py	52	CODE
LOW	docs/gen_reference_doc.py	353	CODE
LOW	docs/gen_reference_doc.py	453	CODE
LOW	docs/gen_reference_doc.py	533	CODE
LOW	docs/gen_reference_doc.py	762	CODE
LOW	docs/gen_todo.py	32	CODE
LOW	examples/run_benchmarks.py	208	CODE
LOW	examples/run_benchmarks.py	259	CODE
LOW	bindings/python/client.py	126	CODE
LOW	bindings/python/client.py	168	CODE
LOW	bindings/python/client.py	214	CODE
LOW	bindings/python/setup.py	383	CODE
LOW	bindings/python/tests/tdummy.py	126	CODE
LOW	bindings/python/tests/alert_test.py	1829	CODE
LOW	bindings/python/tests/client_test.py	92	CODE

AI Slop Vocabulary7 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	test/http_proxy.py	435	# through. Use this "hack" to pass through the encoding, and just use	COMMENT
MEDIUM	include/libtorrent/torrent_flags.hpp	152	// The behavior is more robust when setting this flag as part of adding	COMMENT
MEDIUM	include/libtorrent/alert_types.hpp	745	// This alert is generated when a peer is un-snubbed. Essentially when it was snubbed for stalling	COMMENT
MEDIUM	include/libtorrent/settings_pack.hpp	494	// likely to utilize all available bandwidth, and avoid having	COMMENT
MEDIUM	include/libtorrent/settings_pack.hpp	1122	// time from this peer. The benefit of this is to better utilize disk	COMMENT
MEDIUM	simulation/test_http_connection.cpp	253	// it has robust retry behavior (which the simple test proxy that comes with	COMMENT
MEDIUM	bindings/python/setup.py	122	# robust, and we trust it more. In case distutils gives empty results,	COMMENT

Verbosity Indicators12 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	test/test_slow_hash.cpp	86	// Step 1: pre-create the file so the retried hash job can read block 1.	COMMENT
LOW	test/test_slow_hash.cpp	124	// Step 2: issue async_hash before inserting any block.	COMMENT
LOW⚡	test/test_slow_hash.cpp	137	// Step 3: write block 0 without flush_piece so its buffer stays in cache.	COMMENT
LOW⚡	test/test_slow_hash.cpp	147	// Step 4: wake hash thread B so it can pick up the hash job and park it.	COMMENT
LOW	include/libtorrent/aux_/receive_buffer.hpp	83	// the purpose of this function is to free up and cut off all messages	COMMENT
LOW	fuzzers/src/pe_conn.cpp	137	// Step 1: send our DH public key + PadA.	COMMENT
LOW	fuzzers/src/pe_conn.cpp	150	// Step 2: read the server's DH public key (first 96 bytes).	COMMENT
LOW	fuzzers/src/pe_conn.cpp	172	// Step 3: compute sync hash and obfuscated SKEY hash.	COMMENT
LOW	src/posix_storage.cpp	408	// if some files have priority 0, we need to check if they exist on the	COMMENT
LOW	src/receive_buffer.cpp	149	// the purpose of this function is to free up and cut off all messages	COMMENT
LOW	src/pread_storage.cpp	240	// if some files have priority 0, we need to check if they exist on the	COMMENT
LOW	src/mmap_storage.cpp	348	// if some files have priority 0, we need to check if they exist on the	COMMENT

Unused Imports16 hits · 14 pts

Severity	File	Line	Context
LOW	tools/parse_dht_log.py	4	CODE
LOW	tools/parse_utp_log.py	4	CODE
LOW	tools/parse_lookup_log.py	5	CODE
LOW	tools/parse_peer_log.py	4	CODE
LOW	tools/parse_dht_rtt.py	4	CODE
LOW	docs/gen_reference_doc.py	3	CODE
LOW	docs/gen_stats_doc.py	2	CODE
LOW	examples/run_benchmarks.py	3	CODE
LOW	bindings/python/client.py	2	CODE
LOW	bindings/python/simple_client.py	5	CODE
LOW	bindings/python/tests/simple_client_test.py	20	CODE
LOW	bindings/python/tests/torrent_handle_test.py	1	CODE
LOW	bindings/python/tests/create_torrent_test.py	18	CODE
LOW	bindings/python/tests/alert_test.py	29	CODE
LOW	bindings/python/tests/client_test.py	22	CODE
LOW	bindings/python/tests/session_test.py	18	CODE

Structural Annotation Overuse7 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	test/test_slow_hash.cpp	86	// Step 1: pre-create the file so the retried hash job can read block 1.	COMMENT
LOW	test/test_slow_hash.cpp	124	// Step 2: issue async_hash before inserting any block.	COMMENT
LOW⚡	test/test_slow_hash.cpp	137	// Step 3: write block 0 without flush_piece so its buffer stays in cache.	COMMENT
LOW⚡	test/test_slow_hash.cpp	147	// Step 4: wake hash thread B so it can pick up the hash job and park it.	COMMENT
LOW	fuzzers/src/pe_conn.cpp	137	// Step 1: send our DH public key + PadA.	COMMENT
LOW	fuzzers/src/pe_conn.cpp	150	// Step 2: read the server's DH public key (first 96 bytes).	COMMENT
LOW	fuzzers/src/pe_conn.cpp	172	// Step 3: compute sync hash and obfuscated SKEY hash.	COMMENT

Self-Referential Comments3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	bindings/python/tests/torrent_handle_test.py	113	# Create a session and add a handle	COMMENT
MEDIUM	bindings/python/tests/torrent_handle_test.py	155	# Create a peer, to ensure get_peer_info returns something	COMMENT
MEDIUM	bindings/python/tests/torrent_handle_test.py	564	# Create a multi-file torrent named "test" so that renaming with the	COMMENT

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	test/test_piece_picker.cpp	144	// trying to mark a block as requested after it has been completed	COMMENT

Docstring Block Structure1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	test/http_proxy.py	44	Reads a chunked-encoded stream from a file-like object. This will read up to the end of the chunked encoding, inclu	STRING

Redundant / Tautological Comments2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	test/http_proxy.py	208	# Check if Host header is present (useful for debugging libtorrent	COMMENT
LOW	test/http_proxy.py	214	# Check if Host header matches CONNECT target	COMMENT

AI Structural Patterns3 hits · 2 pts

Severity	File	Line	Context
LOW	tools/gen_corpus.py	1010	CODE
LOW	tools/gen_corpus.py	2902	CODE
LOW	examples/run_benchmarks.py	224	CODE

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	tools/check_installed_headers.py	9	# Usage:	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	include/libtorrent/aux_/torrent.hpp	1336	// member functions. Don't forget to also call peers_erased()	COMMENT

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	src/kademlia/item.cpp	120	// TODO: implement ctor for entry from bdecode_node?	COMMENT

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings