2.2

Adjusted Signal

2.2

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

41.8K

Stars

Rust

Language

58.6K

Lines of Code

223

Files

107

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 6.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 93 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 4.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 13 finding(s).

PR Review Velocity Impact 11.0/100 · LOW

Which changes need focused human review? 107 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 15LOW 92

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 107 distinct pattern matches across 5 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 Block91 hits · 72 pts

Severity	File	Line	Snippet	Context
LOW	.github/workflows/rust.yml	81	# if: matrix.os == 'ubuntu'	COMMENT
LOW	src/networking/types/info_address_port_pair.rs	21	// TODO: overridden with the latest values, should be a list of all MAC addresses with their counts?	COMMENT
LOW	src/chart/types/traffic_chart.rs	301	AreaSeries::new(data, 0.0, color.mix(alpha.into()))	COMMENT
LOW	src/chart/types/traffic_chart.rs	321	// let x_range = chart.ticks - 30..chart.ticks;	COMMENT
LOW	src/chart/types/traffic_chart.rs	341	// x_range	COMMENT
LOW	src/utils/types/web_page.rs	1	/// This enum defines the possible web pages to be opened.	COMMENT
LOW	src/utils/types/icon.rs	161	// _ => Icon::Update1.to_text(),	COMMENT
LOW	src/gui/types/conf.rs	21	use crate::utils::error_logger::{ErrorLogger, Location};	COMMENT
LOW	src/gui/types/conf.rs	41	/// - this populates missing fields from the struct's `Default` implementation	COMMENT
LOW	src/gui/types/conf.rs	61	/// Remembers the last opened running page	COMMENT
LOW	src/gui/types/conf.rs	81	pub host_favorites_filter: bool,	COMMENT
LOW	src/gui/types/conf.rs	101	/// BPF filter program to be applied to the capture	COMMENT
LOW	src/gui/styles/radio.rs	1	// //! Radios style	COMMENT
LOW	src/gui/styles/radio.rs	21	// let ext = self.get_extension();	COMMENT
LOW	src/gui/styles/radio.rs	41	// }	COMMENT
LOW	src/translations/translations.rs	1	use iced::widget::Text;	COMMENT
LOW	src/translations/translations.rs	21	// Language::RU => "Выберите сетевой адаптер для инспекции",	COMMENT
LOW	src/translations/translations.rs	41	// Language::CS => "Aplikační protokol",	COMMENT
LOW	src/translations/translations.rs	61	// Language::UZ => "Ilova protokoli",	COMMENT
LOW	src/translations/translations.rs	81	// Language::RO => "Selectați filtre pentru traficul de rețea",	COMMENT
LOW	src/translations/translations.rs	161	// Language::EN => "Addresses",	COMMENT
LOW	src/translations/translations.rs	181	// Language::UZ => "Manzillar",	COMMENT
LOW	src/translations/translations.rs	201	// Language::RO => "Versiune IP",	COMMENT
LOW	src/translations/translations.rs	221	// pub fn transport_protocol_translation(language: Language) -> &'static str {	COMMENT
LOW	src/translations/translations.rs	301	Language::VI => "Lưu lượng truy cập",	COMMENT
LOW	src/translations/translations.rs	321	// Language::ZH_TW => "相關連線：",	COMMENT
LOW	src/translations/translations.rs	821	// هل أنت متأكد من اتصالك بالإنترنت واختيارك محول الشبكة الصحيح؟"	COMMENT
LOW	src/translations/translations.rs	841	// Některé pakety byly zachyceny, ale žádný z nich nebyl vybrán podle nastavených filtr	COMMENT
LOW	src/translations/translations.rs	861	// Niektóre pakiety zostały przechwycone, ale żaden nie został wybrany zgodnie z wskaza	COMMENT
LOW	src/translations/translations.rs	881	// 已攔截到部分封包，但尚未有任何封包符合您指定的篩選條件..."	COMMENT
LOW	src/translations/translations.rs	901	// Сетевые пакеты были перехвачены, но ни один из них не соответствует заданным фильтра	COMMENT
LOW	src/translations/translations.rs	921	// Language::SV => format!(	COMMENT
LOW	src/translations/translations.rs	941	// Language::VI => format!(	COMMENT
LOW	src/translations/translations.rs	961	// Language::AR => format!(	COMMENT
LOW	src/translations/translations.rs	981	// Language::RO => "Pachete filtrate",	COMMENT
LOW	src/translations/translations.rs	1001	// pub fn filtered_bytes_translation(language: Language) -> &'static str {	COMMENT
LOW	src/translations/translations.rs	1021	// Language::FI => "Suodatettuja tavuja",	COMMENT
LOW	src/translations/translations.rs	1041	// Language::UK => {	COMMENT
LOW	src/translations/translations.rs	1061	// format!("({percentage} do total)")	COMMENT
LOW	src/translations/translations.rs	1081	// Text::new(match language {	COMMENT
LOW	src/translations/translations.rs	1101	// Language::UZ => "Har bir dastur protokoli uchun filtrlangan paketlar:",	COMMENT
LOW	src/translations/translations.rs	1121	// Language::PL => "Nie ma nic do pokazania w tej chwili.\n\	COMMENT
LOW	src/translations/translations.rs	1141	// Για να προσθέσεις μια σύνδεση στα αγαπημένα σου, κλίκαρε στο σύμβολο με το αστέρι δίπλα στη	COMMENT
LOW	src/translations/translations.rs	1201	// Language::IT => "entrambi",	COMMENT
LOW	src/translations/translations.rs	1221	// Language::NL => "beide",	COMMENT
LOW	src/translations/translations.rs	1241	// Language::UZ => "Barcha protokollar",	COMMENT
LOW	src/translations/translations.rs	1261	// Language::ZH_TW => "全部",	COMMENT
LOW	src/translations/translations.rs	1301	Language::JA => "パケット",	COMMENT
LOW	src/translations/translations.rs	1321	// Language::ZH => "数据包",	COMMENT
LOW	src/translations/translations.rs	1381	// Language::ES \| Language::PT => "bytes por segundo",	COMMENT
LOW	src/translations/translations.rs	1401	// Language::HU => "Másodpercenkénti bájtok",	COMMENT
LOW	src/translations/translations.rs	1421	// Language::RU => "новейшие",	COMMENT
LOW	src/translations/translations.rs	1441	// Language::IT => "più pacchetti",	COMMENT
LOW	src/translations/translations.rs	1461	// Language::ID => "paket terbanyak",	COMMENT
LOW	src/translations/translations.rs	1481	// Language::KO => "대부분의 바이트",	COMMENT
LOW	src/translations/translations.rs	1501	// Language::CS => "oblíbené",	COMMENT
LOW	src/translations/translations.rs	1621	// Language::AR => "المرشحات النشطة",	COMMENT
LOW	src/translations/translations.rs	1641	// Language::PT => "nenhum",	COMMENT
LOW	src/translations/translations.rs	1661	// Language::CS => "Původní tmavý motiv Sniffnetu",	COMMENT
LOW	src/translations/translations.rs	1681	// Language::UZ => "Sniffnet-ning asl qora mavzusi",	COMMENT
31 more matches not shown…

Decorative Section Separators13 hits · 51 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	Cargo.toml	31	#═══════════════════════════════════════════════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	Cargo.toml	39	#═══════════════════════════════════════════════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	Cargo.toml	44	#═══════════════════════════════════════════════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	Cargo.toml	83	#───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	Cargo.toml	90	#───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	Cargo.toml	103	#═══════════════════════════════════════════════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	Cargo.toml	108	#═══════════════════════════════════════════════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	Cargo.toml	139	#───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	Cargo.toml	171	#───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	Cargo.toml	176	#═══════════════════════════════════════════════════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	Cargo.toml	182	#───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	Cargo.toml	191	#───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	Cargo.toml	197	#───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────	COMMENT

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/gui/types/conf.rs	37	/// In order to load it in a robust, fault-tolerant, backward-compatible way,	COMMENT

Self-Referential Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	resources/services/services.sh	9	echo -e "# This file is automatically generated from the port-to-service mappings provided by nmap\n# Available at: http	CODE

Fake / Example Data1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	resources/test/ip_blacklist_invalid.txt	1	Lorem ipsum dolor	CODE

GyulyVGC/sniffnet

Open-Source Code Quality, Security and Technical Debt Review