2.0

Adjusted Signal

2.0

Raw Pattern Score

100%

Time Factor

2026-10-04

Last Push

16.3K

Stars

Language

54.3K

Lines of Code

167

Files

101

Pattern Hits

2026-10-31

Scan Date

0.00

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 7.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 81 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.7/100 · LOW

Are imports declared and package/API names verified? 20 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 0 finding(s).

PR Review Velocity Impact 8.9/100 · LOW

Which changes need focused human review? 101 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 0MEDIUM 0LOW 101

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 101 distinct pattern matches across 2 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 Block81 hits · 80 pts

Severity	File	Line	Snippet	Context
LOW	mdig/mdig.c	1	// multi thread dns resolver	COMMENT
LOW	mdig/mdig.c	21	#include <ws2ipdef.h>	COMMENT
LOW	tpws/protocol.h	1	#pragma once	COMMENT
LOW	tpws/sec.h	21	#define syscall_arg(x) (offsetof(struct seccomp_data, args[x]))	COMMENT
LOW	tpws/sec.h	41		COMMENT
LOW	tpws/sec.h	61		COMMENT
LOW	tpws/sec.h	81		COMMENT
LOW	tpws/params.h	1	#pragma once	COMMENT
LOW	tpws/resolver.c	1	#define _GNU_SOURCE	COMMENT
LOW	tpws/tpws_conn.c	1	#define _GNU_SOURCE	COMMENT
LOW	tpws/tpws_conn.c	21	#endif	COMMENT
LOW	tpws/uthash.h	21	SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.	COMMENT
LOW	tpws/uthash.h	41	#endif	COMMENT
LOW	tpws/uthash.h	61	#ifdef NO_DECLTYPE	COMMENT
LOW	tpws/uthash.h	81	#ifndef uthash_bzero	COMMENT
LOW	tpws/uthash.h	101	#endif	COMMENT
LOW	tpws/uthash.h	121	#define uthash_fatal(msg) exit(-1) /* fatal OOM error */	COMMENT
LOW	tpws/helpers.c	1	#define _GNU_SOURCE	COMMENT
LOW	tpws/sec.c	1	#define _GNU_SOURCE	COMMENT
LOW	tpws/sec.c	21	/********** SECCOMP **********/	COMMENT
LOW	tpws/sec.c	41	#ifdef SYS_unlink	COMMENT
LOW	tpws/sec.c	81	#endif	COMMENT
LOW	tpws/sec.c	101	#endif	COMMENT
LOW	tpws/pools.h	1	#pragma once	COMMENT
LOW	tpws/tpws.c	1	#define _GNU_SOURCE	COMMENT
LOW	tpws/tpws.c	21	#include <getopt.h>	COMMENT
LOW	tpws/tpws_conn.h	1	#pragma once	COMMENT
LOW	tpws/tpws_conn.h	81		COMMENT
LOW	tpws/redirect.c	1	#include "redirect.h"	COMMENT
LOW	tpws/socks.h	61	} d6;	COMMENT
LOW	tpws/linux_compat.h	1	#ifdef __linux__	COMMENT
LOW	tpws/macos/sys/tree.h	761	#define RB_NEGINF -1	COMMENT
LOW	tpws/andr/getifaddrs.c	1	#define _GNU_SOURCE	COMMENT
LOW	tpws/andr/netlink.h	81	#define NLMSG_DATAEND(nlh) ((char*)(nlh)+(nlh)->nlmsg_len)	COMMENT
LOW	tpws/epoll-shim/include/sys/epoll.h	1	#ifndef SHIM_SYS_EPOLL_H	COMMENT
LOW	tpws/epoll-shim/include/sys/epoll.h	21	enum EPOLL_EVENTS { __EPOLL_DUMMY };	COMMENT
LOW	tpws/epoll-shim/src/epollfd_ctx.h	1	#ifndef EPOLLFD_CTX_H_	COMMENT
LOW	tpws/epoll-shim/src/epollfd_ctx.c	1	#include "epollfd_ctx.h"	COMMENT
LOW	tpws/epoll-shim/src/epoll.c	1	#include <sys/epoll.h>	COMMENT
LOW	nfq/protocol.h	1	#pragma once	COMMENT
LOW	nfq/sec.h	21	#ifndef __AUDIT_ARCH_64BIT	COMMENT
LOW	nfq/sec.h	41		COMMENT
LOW	nfq/sec.h	61		COMMENT
LOW	nfq/sec.h	81	# define ARCH_NR AUDIT_ARCH_PPC64LE	COMMENT
LOW	nfq/desync.c	1	#define _GNU_SOURCE	COMMENT
LOW	nfq/params.h	1	#pragma once	COMMENT
LOW	nfq/params.h	21		COMMENT
LOW	nfq/params.h	41	#define HOSTLIST_AUTO_RETRANS_THRESHOLD_DEFAULT 3	COMMENT
LOW	nfq/nfqws.h	1	#pragma once	COMMENT
LOW	nfq/darkmagic.h	1	#pragma once	COMMENT
LOW	nfq/darkmagic.h	21	#ifndef IPV6_FREEBIND	COMMENT
LOW	nfq/darkmagic.h	41	// returns netorder value	COMMENT
LOW	nfq/uthash.h	21	SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.	COMMENT
LOW	nfq/uthash.h	41	#endif	COMMENT
LOW	nfq/uthash.h	61	#ifdef NO_DECLTYPE	COMMENT
LOW	nfq/uthash.h	81	#ifndef uthash_bzero	COMMENT
LOW	nfq/uthash.h	101	#endif	COMMENT
LOW	nfq/uthash.h	121	#define uthash_fatal(msg) exit(-1) /* fatal OOM error */	COMMENT
LOW	nfq/conntrack.h	1	#pragma once	COMMENT
LOW	nfq/desync.h	1	#pragma once	COMMENT
21 more matches not shown…

Fake / Example Data20 hits · 30 pts

Severity	File	Line	Snippet	Context
LOW⚡	nfq/desync.c	883	static bool runtime_tls_mod(int fake_n, const struct fake_tls_mod_cache modcache, const struct fake_tls_mod tls_mod, c	CODE
LOW⚡	nfq/desync.c	890	size_t sz_rec = pntoh16(fake_data + 3) + payload_len;	CODE
LOW⚡	nfq/desync.c	891	size_t sz_handshake = pntoh24(fake_data + 6) + payload_len;	CODE
LOW⚡	nfq/desync.c	892	size_t sz_ext = pntoh16(fake_data + modcache->extlen_offset) + payload_len;	CODE
LOW⚡	nfq/desync.c	893	size_t sz_pad = pntoh16(fake_data + modcache->padlen_offset) + payload_len;	CODE
LOW⚡	nfq/desync.c	898	memcpy(fake_mod, fake_data, fake_data_size);	CODE
LOW⚡	nfq/desync.c	909	if (!b) memcpy(fake_mod, fake_data, fake_data_size);	CODE
LOW⚡	nfq/desync.c	919	else if (fake_data[43] != payload[43])	CODE
LOW⚡	nfq/desync.c	920	DLOG("fake[%d] cannot apply dupsid tls mod. fake and orig session id length mismatch : %u!=%u.\n", fake_n, fake_data	CODE
LOW⚡	nfq/desync.c	925	if (!b) memcpy(fake_mod, fake_data, fake_data_size);	CODE
LOW⚡	nfq/desync.c	1982	fake_data = fake_data_buf;	CODE
LOW⚡	nfq/desync.c	1986	fake_data = fake_item->data;	CODE
LOW⚡	nfq/desync.c	1988	fake_data += fake_item->offset;	CODE
LOW⚡	nfq/desync.c	1995	fake_data, fake_size, pkt1, &pkt1_len))	CODE
LOW⚡	nfq/desync.c	2001	hexdump_limited_dlog(fake_data, fake_size, PKTDATA_MAXDUMP); DLOG("\n");	CODE
LOW⚡	nfq/desync.c	3246	uint8_t *fake_data;	CODE
LOW⚡	nfq/desync.c	3254	fake_data = fake_item->data + fake_item->offset;	CODE
LOW⚡	nfq/desync.c	3261	fake_data, fake_size, pkt1, &pkt1_len))	CODE
LOW⚡	nfq/desync.c	3266	hexdump_limited_dlog(fake_data, fake_size, PKTDATA_MAXDUMP); DLOG("\n");	CODE
LOW	nfq/desync.c	1967	uint8_t *fake_data;	CODE

bol-van/zapret

Open-Source Code Quality, Security and Technical Debt Review