1.3

Adjusted Signal

1.3

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

14.5K

Stars

Rust

Language

329.7K

Lines of Code

1.1K

Files

137

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 1.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 109 finding(s).

Hallucinated Dependency & Supply Chain Risk 4.5/100 · LOW

Are imports declared and package/API names verified? 28 finding(s).

Agent Over-Engineering Ratio 0.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 19 finding(s).

PR Review Velocity Impact 5.5/100 · LOW

Which changes need focused human review? 137 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 26HIGH 0MEDIUM 1LOW 110

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 137 distinct pattern matches across 7 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.

Hallucination Indicators26 hits · 305 pts

Severity	File	Line	Snippet	Context
CRITICAL	easytier/src/tests/ipv6_test.rs	37	let ipv6 = config.snapshot.runtime.core.routes.ipv6.unwrap();	CODE
CRITICAL	easytier/src/common/global_ctx.rs	178	.and_then(\|runtime\| runtime.peer.runtime.core.node.hostname.clone())	CODE
CRITICAL	easytier/src/common/global_ctx.rs	217	let prefix = peer.runtime.core.routes.ipv4.as_ref()?;	CODE
CRITICAL	easytier/src/common/global_ctx.rs	225	let prefix = peer.runtime.core.routes.ipv6.as_ref()?;	CODE
CRITICAL	easytier/src/arch/windows.rs	578	interface.Anonymous.Anonymous.Anonymous.bstrVal.to_string(),	CODE
CRITICAL⚡	easytier/src/instance/config.rs	171	initial.peer.snapshot.runtime.core.node.hostname.as_deref(),	CODE
CRITICAL⚡	easytier/src/instance/config.rs	175	cleared.peer.snapshot.runtime.core.node.hostname.as_deref(),	CODE
CRITICAL⚡	easytier/src/instance/config.rs	179	cleared.peer.snapshot.runtime.core.node.hostname.as_deref(),	CODE
CRITICAL	easytier/src/instance/config.rs	192	config.peer.snapshot.runtime.core.node.hostname.as_deref(),	CODE
CRITICAL	easytier/src/instance/composition.rs	488	config_a.connectivity.direct.tcp_bind.context.clone(),	CODE
CRITICAL	easytier-core/src/connectivity/direct/mod.rs	253	self.data.options.udp_bind.context.clone(),	CODE
CRITICAL	easytier-core/src/connectivity/direct/mod.rs	278	self.data.options.udp_bind.context.clone(),	CODE
CRITICAL	easytier-core/src/config/runtime.rs	193	before.peer.runtime.core.node.hostname.as_deref(),	CODE
CRITICAL	easytier-core/src/config/runtime.rs	199	after.peer.runtime.core.node.hostname.as_deref(),	CODE
CRITICAL	easytier-core/src/config/runtime.rs	268	snapshot.peer.runtime.core.node.hostname.as_deref(),	CODE
CRITICAL	easytier-core/src/instance/tests.rs	2831	final_config.peer.runtime.core.node.hostname.as_deref(),	CODE
CRITICAL	easytier-core/src/instance/lifecycle.rs	87	let has_proxy_networks = !config.peer.runtime.core.routes.proxy_networks.is_empty();	CODE
CRITICAL⚡	easytier-core/src/peers/attached.rs	413	snapshot.runtime.core.routes.advertised_routes.clear();	CODE
CRITICAL⚡	easytier-core/src/peers/attached.rs	414	snapshot.runtime.core.routes.proxy_networks.clear();	CODE
CRITICAL⚡	easytier-core/src/peers/attached.rs	415	snapshot.runtime.core.routes.foreign_networks.clear();	CODE
CRITICAL	easytier-core/src/peers/peer_manager.rs	285	next_peer.runtime.core.routes.ipv4 = current.peer.runtime.core.routes.ipv4.clone();	CODE
CRITICAL	easytier-core/src/peers/peer_manager.rs	288	next_peer.runtime.core.routes.ipv6 = current.peer.runtime.core.routes.ipv6.clone();	CODE
CRITICAL	easytier-core/src/gateway/dhcp.rs	1123	assert!(runtime.snapshot().peer.runtime.core.routes.ipv4.is_some());	CODE
CRITICAL⚡	easytier-core/src/gateway/dhcp.rs	1157	assert!(runtime.snapshot().peer.runtime.core.routes.ipv6.is_none());	CODE
CRITICAL⚡	easytier-core/src/gateway/dhcp.rs	1161	assert!(runtime.snapshot().peer.runtime.core.routes.ipv4.is_some());	CODE
CRITICAL⚡	easytier-core/src/gateway/dhcp.rs	1162	assert!(runtime.snapshot().peer.runtime.core.routes.ipv6.is_some());	CODE

Over-Commented Block73 hits · 73 pts

Severity	File	Line	Snippet	Context
LOW	easytier/src/easytier-cli.rs	321		COMMENT
LOW	easytier/src/tests/credential_tests.rs	541	/// Regression coverage for a public-server-mediated credential topology:	COMMENT
LOW	easytier/src/tests/credential_tests.rs	1481	"10.144.144.3",	COMMENT
LOW	easytier/src/tunnel/quic.rs	341	// as happens when reordering exceeds the RFC 9000 Appendix A	COMMENT
LOW	easytier/src/tunnel/common.rs	181	}	COMMENT
LOW	easytier/src/tunnel/common.rs	201	/// * (default) `BindDev::Auto`: Enables auto-discovery. The function will attempt to automatically	COMMENT
LOW	easytier/src/common/config.rs	221	///	COMMENT
LOW	easytier/src/common/env_parser.rs	1	//! 环境变量解析模块	COMMENT
LOW	easytier/src/common/ifcfg/route.rs	41	#[cfg(target_os = "windows")]	COMMENT
LOW	easytier/src/instance/virtual_nic.rs	1981	}	COMMENT
LOW	easytier/src/socket/fake_tcp/stack.rs	1	//! A minimum, userspace TCP based datagram stack	COMMENT
LOW	easytier/src/socket/fake_tcp/stack.rs	21	//!	COMMENT
LOW	…ytier-contrib/easytier-android-jni/example_config.toml	1	# EasyTier Android JNI 示例配置文件	COMMENT
LOW	…ytier-contrib/easytier-android-jni/example_config.toml	21		COMMENT
LOW	…ytier-contrib/easytier-android-jni/example_config.toml	41	# enable_ipv6 = false	COMMENT
LOW	easytier-contrib/easytier-android-jni/src/lib.rs	1	//! JNI facade for Android callers of EasyTier.	COMMENT
LOW	easytier-contrib/easytier-android-jni/src/lib.rs	61	/// `EasyTierJNI.parseConfig(config: String): Int`	COMMENT
LOW	easytier-contrib/easytier-android-jni/src/lib.rs	81	/// On failure this returns `-1` and throws `RuntimeException`.	COMMENT
LOW	easytier-contrib/easytier-android-jni/src/lib.rs	201	env: JNIEnv,	COMMENT
LOW	easytier-contrib/easytier-android-jni/src/lib.rs	241	///	COMMENT
LOW	easytier-contrib/easytier-ffi/src/lib.rs	1	//! C ABI facade for EasyTier.	COMMENT
LOW	easytier-contrib/easytier-ffi/src/lib.rs	21	//!	COMMENT
LOW	easytier-contrib/easytier-ffi/src/lib.rs	61	/// `cfg_str` must be a non-null pointer to a null-terminated UTF-8 string.	COMMENT
LOW	easytier-contrib/easytier-ffi/src/lib.rs	81	/// Returns `0` after the instance is started and registered in the FFI name	COMMENT
LOW	easytier-contrib/easytier-ffi/src/lib.rs	101	///	COMMENT
LOW	easytier-contrib/easytier-ffi/src/lib.rs	121	///	COMMENT
LOW	easytier-contrib/easytier-ffi/src/lib.rs	141	/// key/value strings are allocated by this library and must be released with	COMMENT
LOW	easytier-contrib/easytier-ffi/src/lib.rs	161	/// instance name and each returned value is a JSON string containing that	COMMENT
LOW	easytier-contrib/easytier-ffi/src/lib.rs	181		COMMENT
LOW	easytier-contrib/easytier-ffi/src/lib.rs	201	/// This generic bridge intentionally excludes instance lifecycle management	COMMENT
LOW	easytier-contrib/easytier-ffi/src/lib.rs	241	}	COMMENT
LOW	easytier-contrib/easytier-ffi/src/lib.rs	281	user_data,	COMMENT
LOW	easytier-contrib/easytier-ffi/src/lib.rs	321	data_plane_tcp_read_result_take, data_plane_tcp_read_submit, data_plane_tcp_write_result_take,	COMMENT
LOW	easytier-contrib/easytier-ffi/src/lib.rs	341	///	COMMENT
LOW	easytier-contrib/easytier-ios/build-xcframework.sh	1	#!/usr/bin/env bash	COMMENT
LOW	easytier-contrib/easytier-ios/src/lib.rs	1	//! iOS-facing C ABI for EasyTier.	COMMENT
LOW	easytier-contrib/easytier-ios/src/lib.rs	81	/// Configure persistent EasyTier diagnostic logging for the embedding app.	COMMENT
LOW	easytier-contrib/easytier-ios/src/lib.rs	381	/// generic management registry). `payload_json` must contain the protobuf	COMMENT
LOW	easytier-gui/src-tauri/src/elevate/macos.rs	181	impl Command {	COMMENT
LOW	easytier-gui/src-tauri/src/elevate/macos.rs	201	(0, 0) => true,	COMMENT
LOW	easytier-gui/src-tauri/src/elevate/mod.rs	21	/// instance, it would read the following configuration from	COMMENT
LOW	easytier-gui/src-tauri/src/elevate/windows.rs	21	/// Check the state the current program running	COMMENT
LOW	easytier-gui/src-tauri/src/elevate/windows.rs	61	/// Prompting the user with a graphical OS dialog for the root password,	COMMENT
LOW	easytier-web/src/restful/captcha/mod.rs	1	//! Rust图形验证码，由Java同名开源库[whvcse/EasyCaptcha](https://github.com/ele-admin/EasyCaptcha)移植而来👏，100%纯Rust实现，支持gif、算术等类型。	COMMENT
LOW	easytier-web/src/restful/captcha/mod.rs	21	//! dependencies into you system.	COMMENT
LOW	easytier-web/src/restful/captcha/mod.rs	41	//! /// 接口：获取验证码	COMMENT
LOW	easytier-web/src/restful/captcha/mod.rs	61	//! CaptchaUtil::clear(&session).await; // 如果愿意的话，你可以从Session中清理掉验证码 You may clear the Captcha from the Ses	COMMENT
LOW	easytier-web/src/restful/captcha/mod.rs	81	//!	COMMENT
LOW	easytier-web/src/restful/captcha/mod.rs	101	//!	COMMENT
LOW	easytier-web/src/restful/captcha/mod.rs	121	pub mod extension;	COMMENT
LOW	easytier-web/src/restful/captcha/utils/font.rs	1	use ab_glyph::FontArc;	COMMENT
LOW	easytier-web/src/restful/captcha/base/captcha.rs	181	/// Initialize the Captcha with the size of output image and the character length of the Captcha.	COMMENT
LOW	easytier-web/src/restful/captcha/base/captcha.rs	281	fn out(&mut self, out: impl Write) -> Result<(), Self::Error>;	COMMENT
LOW	easytier-web/src/central_network/compiler.rs	61	#[error("virtual subnet has no free host address for member {0}")]	COMMENT
LOW	easytier-core/src/host/mod.rs	1	//! Host capability seams.	COMMENT
LOW	easytier-core/src/host/environment.rs	1	//! Host-operation bridge for connector environment queries.	COMMENT
LOW	easytier-core/src/host/socket/mod.rs	1	//! Host-backed socket seams.	COMMENT
LOW	easytier-core/src/connectivity/connector_host.rs	1	//! Host-operation Adapter for the shared connector composition.	COMMENT
LOW	easytier-core/src/config/toml.rs	361	fn default_true() -> bool {	COMMENT
LOW	easytier-core/src/management/full/config_patch.rs	181	// the durable write is in flight, without holding a synchronous	COMMENT
13 more matches not shown…

Structural Annotation Overuse13 hits · 21 pts

Severity	File	Line	Snippet	Context
LOW	easytier/docs/credential_peer.md	44	### Step 1: Protobuf 定义	COMMENT
LOW	easytier/docs/credential_peer.md	108	### Step 2: 凭据管理模块	COMMENT
LOW	easytier/docs/credential_peer.md	160	### Step 3: Noise 握手适配（最小改动）	COMMENT
LOW	easytier/docs/credential_peer.md	185	### Step 4: RoutePeerInfo 传播凭据信息	COMMENT
LOW	easytier/docs/credential_peer.md	195	### Step 5: 全网校验与自动踢出（核心逻辑）	COMMENT
LOW	easytier/docs/credential_peer.md	246	### Step 6: GlobalCtx / Config 集成	COMMENT
LOW	easytier/docs/credential_peer.md	269	### Step 7: RPC 服务 + CLI	COMMENT
LOW	easytier/docs/credential_peer.md	295	### Step 8: 连接时验证（握手后快速拒绝，必选）	COMMENT
LOW	easytier/docs/credential_peer.md	371	### Step 9: 临时节点 OSPF 路由限制	COMMENT
LOW	easytier/docs/credential_peer.md	535	### Step 10: 禁止通过临时节点接入网络	COMMENT
LOW⚡	easytier-core/src/peers/route/peer_ospf_route.rs	399	// Step 1: first Dijkstra, compute shortest hop count.	COMMENT
LOW⚡	easytier-core/src/peers/route/peer_ospf_route.rs	402	// Step 2: build subgraph containing only shortest-hop and AVOID RELAY edges.	COMMENT
LOW	easytier-core/src/peers/route/peer_ospf_route.rs	425	// Step 3: second Dijkstra on subgraph, choose least-cost among shortest-hop paths.	COMMENT

Hyper-Verbose Identifiers19 hits · 21 pts

Severity	File	Line	Snippet	Context
LOW⚡	easytier-gui/src/composables/config.ts	10	export function saveLastNetworkInstanceId(instanceId: string) {	CODE
LOW⚡	easytier-gui/src/composables/config.ts	18	export function loadLastNetworkInstanceId(): string \| null {	CODE
LOW⚡	easytier-gui/src/composables/config.ts	22	export function saveVpnTileStoppedInstanceIds(instanceIds: string[]) {	CODE
LOW⚡	easytier-gui/src/composables/config.ts	26	export function loadVpnTileStoppedInstanceIds(): string[] {	CODE
LOW	easytier-gui/src/composables/event.ts	35	function normalizeInstanceIdPayload(payload: unknown): string {	CODE
LOW	easytier-gui/src/composables/event.ts	81	async function onVpnServiceConfigChanged(event: Event<unknown>) {	CODE
LOW	easytier-gui/src/composables/mobile_vpn.ts	55	export function setMobileVpnTileActionHandler(	CODE
LOW	easytier-gui/src/composables/mobile_vpn.ts	61	export async function consumePendingMobileVpnTileAction() {	CODE
LOW	easytier-gui/src/composables/mobile_vpn.ts	299	async function registerVpnServiceListener() {	CODE
LOW	easytier-gui/src/pages/index.vue	272	async function handleMobileVpnTileAction(action: 'start' \| 'stop') {	CODE
LOW	easytier-web/frontend-lib/tests/status-display.spec.ts	18	function peerRoutePairWithDefaultConn(conns: any[], defaultConnId: string) {	CODE
LOW	…eb/frontend-lib/tests/remote-management-config.spec.ts	150	function snapshotBooleanConfigFields(config: NetworkConfig): Record<string, unknown> {	CODE
LOW	easytier-web/frontend-lib/src/types/networkCompat.ts	12	export function prepareNetworkConfigForProtoJson(config: NetworkConfig): NetworkConfig {	CODE
LOW	easytier-web/frontend-lib/src/types/networkCompat.ts	45	function dropUnsupportedJsonValues(value: unknown): unknown {	CODE
LOW	easytier-web/frontend-lib/src/components/Config.vue	109	function searchExitNodesSuggestions(e: { query: string }) {	CODE
LOW	easytier-web/frontend-lib/src/components/Config.vue	117	function searchWhitelistSuggestions(e: { query: string }) {	CODE
LOW	easytier-web/frontend-lib/src/components/Config.vue	212	function parseInstanceRecvBpsLimitInput(value: string): number \| string \| null \| undefined {	CODE
LOW	easytier-web/frontend-lib/src/modules/vpnPortal.ts	38	export function normalizeVpnPortalEndpoint(value: string, port: string): string {	CODE
LOW	easytier-js/browser/src/create.ts	20	export async function createEasyTierWithArtifact(	CODE

Verbosity Indicators3 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW⚡	easytier-core/src/peers/route/peer_ospf_route.rs	399	// Step 1: first Dijkstra, compute shortest hop count.	COMMENT
LOW⚡	easytier-core/src/peers/route/peer_ospf_route.rs	402	// Step 2: build subgraph containing only shortest-hop and AVOID RELAY edges.	COMMENT
LOW	easytier-core/src/peers/route/peer_ospf_route.rs	425	// Step 3: second Dijkstra on subgraph, choose least-cost among shortest-hop paths.	COMMENT

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	easytier/src/socket/fake_tcp/stack.rs	456	/// of reader will be spawned later. This allows user to utilize the performance	COMMENT

Fake / Example Data2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	easytier-web/frontend-lib/src/components/UrlInput.vue	209	<Dialog v-model:visible="editing" modal :header="placeholder" :style="{ width: '90vw', maxWidth: '500px' }">	CODE
LOW	…ytier-web/frontend-lib/src/components/UrlListInput.vue	26	<UrlInput v-model="list[index]" :protos="protos" :placeholder="placeholder">	CODE

EasyTier/EasyTier

Open-Source Code Quality, Security and Technical Debt Review