0.6

Adjusted Signal

0.6

Raw Pattern Score

100%

Time Factor

2026-11-01

Last Push

5.0K

Stars

Rust

Language

190.2K

Lines of Code

429

Files

Pattern Hits

2026-10-31

Scan Date

0.01

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 2.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 60 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.6/100 · LOW

Are imports declared and package/API names verified? 3 finding(s).

Agent Over-Engineering Ratio 0.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 14 finding(s).

PR Review Velocity Impact 2.3/100 · LOW

Which changes need focused human review? 64 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 2HIGH 1MEDIUM 1LOW 60

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 64 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 Block23 hits · 23 pts

Severity	File	Line	Snippet	Context
LOW	.github/workflows/codeql.yml	1	# For most projects, this workflow file will not need changing; you simply need	COMMENT
LOW	src-tauri/tools/xess-fg-diagnostics/bridge.cpp	1	#define WIN32_LEAN_AND_MEAN	COMMENT
LOW	src-tauri/crates/streamline-fg/src/lib.rs	41	#[cfg(all(windows, feature = "hybrid-xess-fg"))]	COMMENT
LOW	src-tauri/crates/streamline-fg/src/lib.rs	61	*b"NS_EMU_XESS_NATIVE_AA_V1";	COMMENT
LOW	src-tauri/crates/streamline-fg/src/lib.rs	81	pub static nsEmuOpticalFlowV1: [u8; b"NS_EMU_OPTICAL_FLOW_V1".len()] = *b"NS_EMU_OPTICAL_FLOW_V1";	COMMENT
LOW	src-tauri/crates/streamline-fg/src/lib.rs	101	#[used]	COMMENT
LOW	src-tauri/crates/streamline-fg/src/lib.rs	121	#[used]	COMMENT
LOW	…-tauri/crates/streamline-fg/src/diagnostics/nr_main.rs	1	pub use streamline_probe_layer::advanced_settings;	COMMENT
LOW	src-tauri/src/config.rs	341	/// 网络设置	COMMENT
LOW	src-tauri/src/config.rs	401	proxy: default_proxy(),	COMMENT
LOW	src-tauri/src/config.rs	441	#[serde(rename_all = "camelCase")]	COMMENT
LOW	src-tauri/src/logging.rs	181	/// 初始化日志系统	COMMENT
LOW	src-tauri/src/utils/webview.rs	1	//! WebView2 检测和安装模块	COMMENT
LOW	src-tauri/src/models/cheats.rs	1	//! 金手指数据模型	COMMENT
LOW	src-tauri/src/models/release.rs	41	pub size: u64,	COMMENT
LOW	src-tauri/src/services/ryujinx.rs	1481	pub async fn get_all_ryujinx_versions(branch: &str) -> AppResult<Vec<String>> {	COMMENT
LOW	src-tauri/src/services/ryujinx.rs	1561	/// # 参数	COMMENT
LOW	src-tauri/src/services/ryujinx.rs	1621		COMMENT
LOW	src-tauri/src/services/downloader/aria2.rs	1	//! Aria2 下载管理器	COMMENT
LOW	src-tauri/src/services/downloader/aria2.rs	1301	///	COMMENT
LOW	src-tauri/src/services/downloader/manager.rs	21	/// 停止下载管理器	COMMENT
LOW	src-tauri/src/services/downloader/manager.rs	61	/// # 参数	COMMENT
LOW	src-tauri/src/services/downloader/mod.rs	1	//! 统一下载模块	COMMENT

Verbosity Indicators11 hits · 21 pts

Severity	File	Line	Snippet	Context
LOW	build_all.sh	11	# Step 1: Build frontend	COMMENT
LOW	build_all.sh	33	# Step 2: Format Rust backend	COMMENT
LOW	build_all.sh	49	# Step 3: Build Tauri backend	COMMENT
LOW⚡	frontend/src/stores/ProgressStore.ts	133	// Step 1: Check Env	COMMENT
LOW⚡	frontend/src/stores/ProgressStore.ts	139	// Step 2: Download	COMMENT
LOW⚡	frontend/src/stores/ProgressStore.ts	147	// Step 3: Extract	COMMENT
LOW⚡	frontend/src/stores/ProgressStore.ts	152	// Step 4: Verify	COMMENT
LOW⚡	frontend/src/stores/ProgressStore.ts	173	// Step 1: Success	COMMENT
LOW⚡	frontend/src/stores/ProgressStore.ts	179	// Step 2: Download with error	COMMENT
LOW	src-tauri/src/services/firmware.rs	540	// Step 1: Load keys	COMMENT
LOW	src-tauri/src/services/firmware.rs	678	// Step 1: Load keys	COMMENT

Structural Annotation Overuse11 hits · 21 pts

Severity	File	Line	Snippet	Context
LOW	build_all.sh	11	# Step 1: Build frontend	COMMENT
LOW	build_all.sh	33	# Step 2: Format Rust backend	COMMENT
LOW	build_all.sh	49	# Step 3: Build Tauri backend	COMMENT
LOW⚡	frontend/src/stores/ProgressStore.ts	133	// Step 1: Check Env	COMMENT
LOW⚡	frontend/src/stores/ProgressStore.ts	139	// Step 2: Download	COMMENT
LOW⚡	frontend/src/stores/ProgressStore.ts	147	// Step 3: Extract	COMMENT
LOW⚡	frontend/src/stores/ProgressStore.ts	152	// Step 4: Verify	COMMENT
LOW⚡	frontend/src/stores/ProgressStore.ts	173	// Step 1: Success	COMMENT
LOW⚡	frontend/src/stores/ProgressStore.ts	179	// Step 2: Download with error	COMMENT
LOW	src-tauri/src/services/firmware.rs	540	// Step 1: Load keys	COMMENT
LOW	src-tauri/src/services/firmware.rs	678	// Step 1: Load keys	COMMENT

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	src-tauri/crates/streamline-fg/src/launcher.rs	486	advanced.nr.look.temporal.mode.persistent(),	CODE
CRITICAL	…src/services/graphics_components/streamline_install.rs	657	advanced.nr.look.temporal.mode.persistent(),	CODE

Hyper-Verbose Identifiers13 hits · 13 pts

Severity	File	Line	Snippet	Context
LOW	frontend/src/utils/common.ts	6	export function openUrlWithDefaultBrowser(url: string) {	CODE
LOW	frontend/src/utils/tauri.ts	280	export async function takePendingGithubMirrorFallbackNotice() {	CODE
LOW	frontend/src/utils/tauri.ts	290	export async function getAvailableFirmwareInfos() {	CODE
LOW	frontend/src/components/YuzuSaveCommonPart.vue	43	async function askAndUpdateYuzuBackupPath() {	CODE
LOW	frontend/src/components/YuzuSaveRestoreTab.vue	111	function updateBackupItemBoxHeight() {	CODE
LOW	frontend/src/pages/settings.vue	255	function formatGithubMirrorOptionName(name: string) {	CODE
LOW	frontend/src/pages/settings.vue	264	function showGithubMirrorRefreshNotice(	CODE
LOW	frontend/src/pages/settings.vue	277	function handleGithubMirrorFallbackNotice(response: GithubMirrorListResponse) {	CODE
LOW	frontend/src/pages/settings.vue	292	async function loadAvailableGithubDownloadSource() {	CODE
LOW	frontend/src/pages/yuzu.vue	416	async function updateYuzuReleaseVersions() {	CODE
LOW	frontend/src/pages/yuzu.vue	450	function handleSelectedBranchUpdate() {	CODE
LOW	frontend/src/pages/yuzuCheatsManagement.vue	159	async function listAllCheatFilesFromFolder(selectedFolder: string) {	CODE
LOW	frontend/src/pages/ryujinx.vue	343	async function updateRyujinxReleaseInfos() {	CODE

Empty Error Handlers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	send_release_notify.py	57	except:	CODE

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	src-tauri/gen/schemas/acl-manifests.json	1	{"core":{"default_permission":{"identifier":"default","description":"Default core plugins set.","permissions":["core:pat	CODE

Unused Imports1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	update_game_data.py	4		CODE

Deep Nesting1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	src-tauri/tools/graphics-components/package.py	90		CODE

triwinds/ns-emu-tools

Open-Source Code Quality, Security and Technical Debt Review