3.0

Adjusted Signal

3.0

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

5.6K

Stars

Language

47.9K

Lines of Code

160

Files

Pattern Hits

2026-10-31

Scan Date

0.06

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 6.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 68 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 1 finding(s).

Agent Over-Engineering Ratio 7.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 20 finding(s).

PR Review Velocity Impact 14.7/100 · LOW

Which changes need focused human review? 88 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 10MEDIUM 7LOW 71

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 88 distinct pattern matches across 9 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 Block59 hits · 59 pts

Severity	File	Line	Snippet	Context
LOW	doc/ru/example1.txt	61	logformat "%d-%m-%Y %H:%M:%S %U %C:%c %R:%r %O %I %T"	COMMENT
LOW	src/proxy.c	1401	#endif	COMMENT
LOW	src/common.c	61	# define MYRAND_ARC4RANDOM 1	COMMENT
LOW	src/ssl.c	1	/*	COMMENT
LOW	src/ssl.c	21	#include <openssl/err.h>	COMMENT
LOW	src/httpsrv.c	21	#include <sys/stat.h>	COMMENT
LOW	src/httpsrv.c	41	#define RETURN(xxx) { param->res = xxx; goto CLEANRET; }	COMMENT
LOW	src/version.h	1	#ifndef VERSION	COMMENT
LOW	src/pcre.c	61	#ifdef PCRE2_DOTALL	COMMENT
LOW	src/pcre.c	81	#endif	COMMENT
LOW	src/pcre.c	101	{"PCRE2_UNGREEDY", PCRE2_UNGREEDY},	COMMENT
LOW	src/pcre.c	121	#ifdef PCRE2_LITERAL	COMMENT
LOW	src/pcre.c	141	{"PCRE_ANCHORED", PCRE2_ANCHORED},	COMMENT
LOW	src/pcre.c	161	#ifdef PCRE2_UTF	COMMENT
LOW	src/pcre.c	181	#endif	COMMENT
LOW	src/sockmap.c	21		COMMENT
LOW	src/authradius.c	21	#define PW_TYPE_ABINARY 4	COMMENT
LOW	src/authradius.c	41	#define PW_FRAMED_IP_NETMASK 9	COMMENT
LOW	src/authradius.c	61	#define PW_CALLING_STATION_ID 31	COMMENT
LOW	src/authradius.c	81	#define PW_NAS_PORT_TYPE 61	COMMENT
LOW	src/authradius.c	101	#define PW_LOGIN_IPV6_HOST 98	COMMENT
LOW	src/authradius.c	121	#define PW_SIMULTANEOUS_USE 1034	COMMENT
LOW	src/authradius.c	141	#define PW_FRAMED_USER 2	COMMENT
LOW	src/tcppm.c	61	#include "proxymain.c"	COMMENT
LOW	src/mdhash.c	21	#ifdef HAVE_BLAKE2B	COMMENT
LOW	src/ssllib.c	1	/*	COMMENT
LOW	src/ssllib.c	21	#include <wolfssl/openssl/x509v3.h>	COMMENT
LOW	src/ssl.h	81	pending (SSL_has_pending(), OpenSSL 1.1.0 and later): poll() would wait	COMMENT
LOW	src/proxy.h	21	#define NORADIUS	COMMENT
LOW	src/proxy.h	41		COMMENT
LOW	src/proxy.h	61	#include <sys/uio.h>	COMMENT
LOW	src/proxy.h	81	#endif	COMMENT
LOW	src/proxy.h	101	#else	COMMENT
LOW	src/proxy.h	121	taken only when there is no service.	COMMENT
LOW	src/proxy.h	181	#include <sqltypes.h>	COMMENT
LOW	src/proxy.h	201	#define SOCKET_ERROR -1	COMMENT
LOW	src/proxy.h	221	#ifdef _TIME64_T_DEFINED	COMMENT
LOW	src/transparent.c	21		COMMENT
LOW	src/proxymain.c	161	#define SO_PORT_SCALABILITY 0x3006	COMMENT
LOW	src/proxymain.c	181	#ifdef TCP_TIMESTAMPS	COMMENT
LOW	src/proxymain.c	201	#endif	COMMENT
LOW	src/proxymain.c	241	#else	COMMENT
LOW	src/proxymain.c	261	ADDFEATURE("transparent");	COMMENT
LOW	src/conf.c	21	#ifdef WITH_TRANSPARENT	COMMENT
LOW	src/3proxy.c	21	#endif	COMMENT
LOW	src/structures.h	1	/*	COMMENT
LOW	src/structures.h	21	#ifdef __cplusplus	COMMENT
LOW	src/structures.h	41	#define _3proxy_mutex_init(x) pthread_mutex_init(x,NULL)	COMMENT
LOW	src/structures.h	61	#ifdef MSVC	COMMENT
LOW	src/structures.h	81	#else	COMMENT
LOW	src/structures.h	101	#endif	COMMENT
LOW	src/structures.h	121	#define REDIRECT 2	COMMENT
LOW	src/structures.h	141	#define HTTP_CONNECT 0x00001000	COMMENT
LOW	src/structures.h	161	#define UN_SAADDR(sa) (((struct sockaddr_un )sa)->sun_family == AF_UNIX)? (unsigned char )((struct sockaddr_un *)sa)->	COMMENT
LOW	src/structures.h	181	#define SASOCK(sa) ( UN_SASOCK(sa) ((struct sockaddr_in *)sa)->sin_family == AF_INET6? PF_INET6:PF_INET)	COMMENT
LOW	src/plugins/FilePlugin/FilePlugin.c	1	/*	COMMENT
LOW	src/plugins/FilePlugin/FilePlugin.c	21	#include <io.h>	COMMENT
LOW	src/plugins/FilePlugin/FilePlugin.h	1	#ifdef __cplusplus	COMMENT
LOW	src/libs/blake2-impl.h	21	#if !defined(__cplusplus) && (!defined(__STDC_VERSION__) \|\| __STDC_VERSION__ < 199901L)	COMMENT

Empty Error Handlers7 hits · 35 pts

Severity	File	Line	Snippet	Context
HIGH	tests/harness.py	464	except OSError:	CODE
HIGH	tests/harness.py	905	except (OSError, NameError, UnboundLocalError):	CODE
HIGH	tests/harness.py	323	except OSError:	CODE
HIGH	tests/harness.py	454	except OSError:	CODE
HIGH	tests/cases/ftppr.py	42	except OSError:	CODE
HIGH	tests/cases/portmap.py	96	except OSError:	CODE
HIGH	tests/cases/portmap.py	23	except OSError:	CODE

Decorative Section Separators6 hits · 18 pts

Severity	File	Line	Snippet	Context
MEDIUM	CMakeLists.txt	414	# ============================================================================	COMMENT
MEDIUM	CMakeLists.txt	416	# ============================================================================	COMMENT
MEDIUM	CMakeLists.txt	440	# ============================================================================	COMMENT
MEDIUM	CMakeLists.txt	443	# ============================================================================	COMMENT
MEDIUM	CMakeLists.txt	494	# ============================================================================	COMMENT
MEDIUM	CMakeLists.txt	497	# ============================================================================	COMMENT

Cross-File Repetition3 hits · 15 pts

Severity	File	Snippet	Context
HIGH	tests/cases/parent_weights.py	log auth iponly allow * http echo * /echo** http echo * /safe/** httpsrv -p{srv}	STRING
HIGH	tests/cases/parent_failover.py	log auth iponly allow * http echo * /echo** http echo * /safe/** httpsrv -p{srv}	STRING
HIGH	tests/cases/httpsrv_parsing.py	log auth iponly allow * http echo * /echo** http echo * /safe/** httpsrv -p{srv}	STRING

Deep Nesting7 hits · 7 pts

Severity	File	Line	Context
LOW	tests/run.py	81	CODE
LOW	tests/harness.py	209	CODE
LOW	tests/harness.py	344	CODE
LOW	tests/harness.py	367	CODE
LOW	tests/harness.py	420	CODE
LOW	tests/harness.py	435	CODE
LOW	tests/cases/ftppr.py	17	CODE

Excessive Try-Catch Wrapping3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	tests/run.py	127	except Exception:	CODE
LOW	tests/harness.py	664	except Exception:	CODE
MEDIUM	tests/harness.py	80	def output(self):	CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/postinstall.sh	9	# Check if user already exists	COMMENT

Unused Imports1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	tests/harness.py	31		CODE

AI Structural Patterns1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	tests/harness.py	282		CODE

3proxy/3proxy

Open-Source Code Quality, Security and Technical Debt Review