2.3

Adjusted Signal

2.3

Raw Pattern Score

100%

Time Factor

2026-10-16

Last Push

15.4K

Stars

Language

60.4K

Lines of Code

128

Files

116

Pattern Hits

2026-10-31

Scan Date

0.02

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 8.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 93 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.1/100 · LOW

Are imports declared and package/API names verified? 13 finding(s).

Agent Over-Engineering Ratio 4.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 29 finding(s).

PR Review Velocity Impact 10.9/100 · LOW

Which changes need focused human review? 116 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 3MEDIUM 4LOW 109

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 116 distinct pattern matches across 6 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

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

Over-Commented Block73 hits · 73 pts

Severity	File	Line	Snippet	Context
LOW	msi/custom/custom.c	1	#include <windows.h>	COMMENT
LOW	include/seafile-error.h	1	#ifndef SEAFILE_ERROR_H	COMMENT
LOW	include/seafile-error.h	21	#define SEAF_ERR_DIR_MISSING 515	COMMENT
LOW	include/seafile-error.h	41	#define SYNC_ERROR_ID_ACCESS_DENIED 10	COMMENT
LOW	include/seafile-error.h	61	#define SYNC_ERROR_ID_NO_ERROR 29	COMMENT
LOW	tests/sync-auto-test/test_cases/test_release.py	301	# def test_concurrent_mod():	COMMENT
LOW	common/log.c	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	common/obj-backend-fs.c	1	#ifndef _WIN32_WINNT	COMMENT
LOW	common/block-backend-fs.c	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	common/rpc-service.c	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	common/fs-mgr.h	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	common/seafile-crypt.c	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	common/password-hash.c	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	common/common.h	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	common/common.h	21		COMMENT
LOW	common/diff-simple.h	1	#ifndef DIFF_SIMPLE_H	COMMENT
LOW	common/log.h	1	#ifndef LOG_H	COMMENT
LOW	common/block-mgr.c	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	common/fs-mgr.c	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	common/cdc/rabin-checksum.c	1	#include <sys/types.h>	COMMENT
LOW	common/cdc/cdc.c	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	common/cdc/cdc.c	21	#include "../seafile-crypt.h"	COMMENT
LOW	common/index/index.h	1	#ifndef INDEX_H	COMMENT
LOW	common/index/index.h	21	#include <limits.h>	COMMENT
LOW	common/index/index.h	41	#define S_ISSOCK(x) 0	COMMENT
LOW	common/index/cache-tree.c	1		COMMENT
LOW	daemon/seafile-session.h	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	daemon/timer.c	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	daemon/job-mgr.c	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	daemon/set-perm.c	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	daemon/wt-monitor-win32.c	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	daemon/wt-monitor-macos.c	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	daemon/repo-mgr.c	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	daemon/repo-mgr.c	21	#include "commit-mgr.h"	COMMENT
LOW	daemon/seaf-daemon.c	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	daemon/seaf-daemon.c	21	#include <glib.h>	COMMENT
LOW	daemon/wt-monitor-linux.c	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	daemon/notif-mgr.c	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	daemon/vc-utils.c	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	daemon/seafile-session.c	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	daemon/seafile-session.c	21	#include <event2/event_compat.h>	COMMENT
LOW	daemon/http-tx-mgr.c	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	daemon/http-tx-mgr.c	21	#include <openssl/asn1.h>	COMMENT
LOW	daemon/http-tx-mgr.c	41	#define HTTP_REQUEST_TIME_OUT 408	COMMENT
LOW	daemon/seafile-config.h	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	daemon/seafile-config.h	21	#define KEY_ALLOW_INVALID_WORKTREE "allow_invalid_worktree"	COMMENT
LOW	daemon/c_bpwrapper.cpp	101	#endif	COMMENT
LOW	daemon/repo-mgr.h	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	daemon/cevent.h	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	daemon/clone-mgr.c	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	daemon/sync-mgr.c	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	daemon/sync-mgr.c	21	#include <shlobj.h>	COMMENT
LOW	lib/utils.h	1	/* -- Mode: C; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -- */	COMMENT
LOW	lib/utils.h	21	#include <glib.h>	COMMENT
LOW	lib/utils.h	41	#include <errno.h>	COMMENT
LOW	lib/utils.h	61	#define SEAFILE_CLIENT_VERSION PACKAGE_VERSION	COMMENT
LOW	lib/utils.h	181	#endif	COMMENT
LOW	lib/repo.c	1	/* repo.c generated by valac 0.56.7, the Vala compiler	COMMENT
LOW	lib/seafile-object.h	1	/* seafile-object.h generated by valac 0.56.7, the Vala compiler, do not modify */	COMMENT
LOW	lib/seafile-object.h	21	#define SEAFILE_TYPE_REPO (seafile_repo_get_type ())	COMMENT
13 more matches not shown…

Hyper-Verbose Identifiers19 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW⚡	python/seafile/rpcclient.py	17	def seafile_sync_error_id_to_str():	CODE
LOW⚡	python/seafile/rpcclient.py	22	def seafile_del_file_sync_error_by_id():	CODE
LOW⚡	python/seafile/rpcclient.py	32	def seafile_get_total_block_size():	CODE
LOW	python/seafile/rpcclient.py	57	def seafile_set_upload_rate_limit(limit):	CODE
LOW	python/seafile/rpcclient.py	62	def seafile_set_download_rate_limit(limit):	CODE
LOW	python/seafile/rpcclient.py	128	def seafile_cancel_clone_task(repo_id):	CODE
LOW	python/seafile/rpcclient.py	138	def seafile_find_transfer_task(repo_id):	CODE
LOW⚡	python/seafile/rpcclient.py	149	def seafile_get_repo_sync_task():	CODE
LOW⚡	python/seafile/rpcclient.py	154	def seafile_is_auto_sync_enabled():	CODE
LOW⚡	python/seafile/rpcclient.py	159	def seafile_get_file_sync_errors():	CODE
LOW⚡	python/seafile/rpcclient.py	171	def seafile_set_repo_property(repo_id, key, value):	CODE
LOW⚡	python/seafile/rpcclient.py	176	def seafile_get_repo_property(repo_id, key):	CODE
LOW⚡	python/seafile/rpcclient.py	181	def seafile_get_repo_relay_address(repo_id):	CODE
LOW⚡	python/seafile/rpcclient.py	186	def seafile_get_repo_relay_port(repo_id):	CODE
LOW⚡	python/seafile/rpcclient.py	191	def seafile_update_repo_relay_info(repo_id, addr, port):	CODE
LOW	python/seafile/rpcclient.py	206	def seafile_generate_magic_and_random_key(enc_version, repo_id, password):	CODE
LOW	python/seafile/rpcclient.py	216	def seafile_add_del_confirmation(key, value):	CODE
LOW	scripts/breakpad.py	29	def generate_seafile_breakpad_symbol(project_dir, program_name, symbols_output):	CODE
LOW	scripts/breakpad.py	59	def generate_seafile_gui_breakpad_symbol(project_dir, program_name, symbol_output):	CODE

Empty Error Handlers3 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	tests/sync-auto-test/util.py	26	except Exception:	CODE
HIGH	tests/sync-auto-test/util.py	43	except Exception:	CODE
HIGH	tests/sync-auto-test/util.py	113	except Exception:	CODE

Unused Imports13 hits · 13 pts

Severity	File	Line	Context
LOW	python/seafile/rpcclient.py	1	CODE
LOW	python/seafile/__init__.py	2	CODE
LOW	tests/sync-auto-test/test_cases/test_release.py	3	CODE
LOW	tests/sync-auto-test/test_cases/test_release.py	5	CODE
LOW	tests/sync-auto-test/test_cases/test_release.py	6	CODE
LOW	tests/sync-auto-test/test_cases/test_release.py	7	CODE
LOW	tests/sync-auto-test/test_cases/test_release.py	7	CODE
LOW	scripts/breakpad.py	10	CODE
LOW	scripts/breakpad.py	12	CODE
LOW	scripts/breakpad.py	12	CODE
LOW	scripts/breakpad.py	12	CODE
LOW	scripts/breakpad.py	13	CODE
LOW	scripts/breakpad.py	14	CODE

Excessive Try-Catch Wrapping7 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	setupwin.py	169	except Exception as e:	CODE
MEDIUM	msi/strip-files.py	9	def do_strip(fn):	CODE
LOW	tests/sync-auto-test/util.py	26	except Exception:	CODE
LOW	tests/sync-auto-test/util.py	43	except Exception:	CODE
LOW	tests/sync-auto-test/util.py	113	except Exception:	CODE
MEDIUM	tests/sync-auto-test/util.py	35	def clean_sync_data(conf):	CODE
MEDIUM	tests/sync-auto-test/util.py	106	def clean(self):	CODE

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/sync-auto-test/test_cases/test_release.py	172	# Create a new file	COMMENT

haiwen/seafile

Open-Source Code Quality, Security and Technical Debt Review