1.7

Adjusted Signal

1.7

Raw Pattern Score

100%

Time Factor

2026-10-20

Last Push

27.4K

Stars

TypeScript

Language

71.4K

Lines of Code

435

Files

103

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 7.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 102 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.7/100 · LOW

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

Agent Over-Engineering Ratio 6.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 90 finding(s).

PR Review Velocity Impact 7.5/100 · LOW

Which changes need focused human review? 103 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 1HIGH 0MEDIUM 0LOW 102

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 103 distinct pattern matches across 6 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.

Hyper-Verbose Identifiers90 hits · 96 pts

Severity	File	Line	Snippet	Context
LOW	scripts/merge-artifacts.js	143	function mergeYmlFilesFromArtifacts() {	CODE
LOW	scripts/vite-plugin-i18n-types.ts	30	function buildUniversalTypeContent (keys: string[]) {	CODE
LOW	scripts/verify-packaged-deps.js	142	function isExternalPackageSpecifier (specifier) {	CODE
LOW	scripts/verify-packaged-deps.js	248	function findMissingRootDependencies (archive) {	CODE
LOW	src/renderer/queries/picgo-cloud.ts	18	export function usePicGoCloudUserInfoQuery () {	CODE
LOW⚡	src/renderer/queries/picgo-cloud.ts	37	export function setPicGoCloudUserInfoQueryData (userInfo: IPicGoCloudUserInfo \| null \| undefined) {	CODE
LOW⚡	src/renderer/queries/picgo-cloud.ts	41	export function mergePicGoCloudUserInfoQueryData (partial: Partial<IPicGoCloudUserInfo>) {	CODE
LOW⚡	src/renderer/queries/picgo-cloud.ts	48	export async function invalidatePicGoCloudUserInfoQuery () {	CODE
LOW	src/renderer/queries/picgo-cloud-album-stats.ts	27	export async function invalidateCloudAlbumStatsQuery () {	CODE
LOW⚡	src/renderer/queries/picgo-cloud-config-sync.ts	11	async function fetchPicGoCloudConfigSyncState (): Promise<IPicGoCloudConfigSyncState> {	CODE
LOW⚡	src/renderer/queries/picgo-cloud-config-sync.ts	19	export function useCloudConfigSyncStateQuery () {	CODE
LOW⚡	src/renderer/queries/picgo-cloud-config-sync.ts	29	export function setCloudConfigSyncStateQueryData (state: IPicGoCloudConfigSyncState) {	CODE
LOW⚡	src/renderer/queries/picgo-cloud-config-sync.ts	33	export function updateCloudConfigSyncStateQueryData (	CODE
LOW⚡	src/renderer/queries/picgo-cloud-billing.ts	10	async function fetchPicGoCloudBillingOverview (): Promise<IPicGoCloudBillingOverview \| null> {	CODE
LOW⚡	src/renderer/queries/picgo-cloud-billing.ts	18	export function usePicGoCloudBillingQuery () {	CODE
LOW⚡	src/renderer/queries/picgo-cloud-billing.ts	26	export async function invalidatePicGoCloudBillingQuery () {	CODE
LOW	src/renderer/queries/picgo-cloud-usage.ts	26	export async function invalidatePicGoCloudUsageQuery () {	CODE
LOW	src/renderer/adapters/album.ts	8	function resolveAlbumItemTimestamp (item: ImgInfo) {	CODE
LOW	src/renderer/components/independent-window/utils.ts	1	export function resolveIndependentWindowErrorMessage(	CODE
LOW	…omponents/independent-window/utility-window-layout.tsx	16	function buildUtilityWindowLayoutStyle(	CODE
LOW	…nts/independent-window/tray/use-tray-uploaded-items.ts	23	function resolveRuntimeUploadedItem (item: ImgInfo): TrayUploadedDisplayItem {	CODE
LOW	…rer/components/common/floating-panel-sheet-content.tsx	6	export function FloatingPanelSheetContent({	CODE
LOW	…enderer/components/common/use-plugin-config-refresh.ts	59	function collectTransitiveDependents(	CODE
LOW	…/renderer/components/common/normalize-plugin-schema.ts	69	export function normalizePluginConfigField(field: unknown): ProviderPluginConfig {	CODE
LOW	…/renderer/components/common/normalize-plugin-schema.ts	90	export function normalizePluginConfigSchema(	CODE
LOW	…derer/components/main/settings/shortcut-key-binding.ts	64	function normalizeSingleCharacterToken(key: string) {	CODE
LOW	…derer/components/main/settings/shortcut-key-binding.ts	142	export function buildShortcutFromKeyboardEvent(event: KeyboardEvent) {	CODE
LOW	…derer/components/main/settings/shortcut-key-binding.ts	178	export function formatShortcutTokenForDisplay(token: string) {	CODE
LOW	…derer/components/main/settings/shortcut-key-binding.ts	190	export function formatShortcutValueForDisplay(value: string) {	CODE
LOW	…mponents/main/settings/settings-section-appearance.tsx	27	export function SettingsSectionAppearance({	CODE
LOW	…enderer/components/main/settings/shortcut-kbd-list.tsx	5	function formatDialogShortcutToken(key: string) {	CODE
LOW	src/renderer/components/main/settings/utils.ts	270	export function filterSettingsNavItemsBySearch(	CODE
LOW	src/renderer/components/main/settings/utils.ts	448	function mergeSettingsSearchKeywords(	CODE
LOW	src/renderer/components/main/settings/utils.ts	712	export function filterSettingsSectionsBySearch(	CODE
LOW	src/renderer/components/main/settings/utils.ts	819	export function buildSettingsShortcutItems(	CODE
LOW⚡	src/renderer/components/main/settings/utils.ts	837	function buildUrlRewriteDraftRuleId(	CODE
LOW⚡	src/renderer/components/main/settings/utils.ts	844	export function buildSettingsUrlRewriteDraftRules(	CODE
LOW⚡	src/renderer/components/main/settings/utils.ts	853	export function stripSettingsUrlRewriteDraftRules(	CODE
LOW	…nts/main/settings/settings-section-upload-workflow.tsx	20	export function SettingsSectionUploadWorkflow({	CODE
LOW	…ents/main/plugins/plugin-detail-config-tab-content.tsx	24	export function PluginDetailConfigTabContent({	CODE
LOW	…ents/main/plugins/plugin-detail-readme-tab-content.tsx	47	function normalizeCodeBlockFirstLineSpacing(codeText: string) {	CODE
LOW	…ents/main/plugins/plugin-detail-readme-tab-content.tsx	75	export function PluginDetailReadmeTabContent({	CODE
LOW	src/renderer/components/main/plugins/utils.ts	24	export function normalizePluginDisplayName(fullName: string) {	CODE
LOW	src/renderer/components/main/plugins/utils.ts	180	export function resolveSupportedPluginTab(	CODE
LOW	src/renderer/components/main/plugins/utils.ts	290	export function buildPluginDeprecationKey(fullName: string, version: string) {	CODE
LOW	…main/plugins/plugin-detail-transformer-tab-content.tsx	24	export function PluginDetailTransformerTabContent({	CODE
LOW	…r/components/main/layout/hooks/use-appearance-theme.ts	11	function resolveInitialPrefersDark() {	CODE
LOW	src/renderer/components/main/providers/provider-mock.ts	609	function resolveFirstAvailableUploaderId() {	CODE
LOW	src/renderer/components/main/providers/provider-mock.ts	642	function createDefaultConfigValues(schema: ProviderPluginConfig[]) {	CODE
LOW	src/renderer/components/main/providers/provider-mock.ts	701	function buildProviderAppStateSnapshot(): ProviderAppStateSnapshot {	CODE
LOW	src/renderer/components/main/providers/utils.ts	127	export function isRequiredFieldValueMissing(value: unknown) {	CODE
LOW	src/renderer/components/main/providers/utils.ts	192	export function resolveSelectableConfigId(	CODE
LOW	src/renderer/components/main/providers/utils.ts	223	export function resolveProviderSelectionState({	CODE
LOW	…nents/main/providers/provider-delete-config-dialog.tsx	20	export function ProviderDeleteConfigDialog({	CODE
LOW	…r/components/main/providers/provider-status-badges.tsx	13	export function ProviderActiveUploaderBadge({	CODE
LOW	…r/components/main/providers/provider-status-badges.tsx	37	export function ProviderDefaultConfigBadge({	CODE
LOW	…s/main/providers/provider-sidebar-uploader-section.tsx	77	function ProviderSidebarConfigItemRow({	CODE
LOW	…s/main/providers/provider-sidebar-uploader-section.tsx	188	export function ProviderSidebarUploaderSection({	CODE
LOW	…ain/providers/hooks/use-provider-config-name-dialog.ts	35	export function useProviderConfigNameDialog() {	CODE
LOW	src/renderer/components/main/dashboard/utils.ts	35	export async function buildUrlDialogInitialValue(): Promise<string> {	CODE
30 more matches not shown…

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	src/__tests__/renderer/store/providers.spec.ts	202	state.appConfig.uploader.github.configList.push({	CODE

Over-Commented Block7 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	.travis.deprecated.yml	41	- git lfs pull	COMMENT
LOW	src/background.ts	21	// app.on('ready', () => {	COMMENT
LOW	src/renderer/components/main/album/picgo-album.tsx	581	}	COMMENT
LOW	src/renderer/components/main/album/picgo-album.tsx	601	// prev.map((image) => {	COMMENT
LOW	src/renderer/components/main/album/album-sidebar.tsx	61	onCloudRefresh?: () => Promise<void> \| void	COMMENT
LOW	src/renderer/components/main/album/album-sidebar.tsx	221	: isCloud	COMMENT
LOW	src/main/apis/core/picgo/index.ts	21	}	COMMENT

Verbosity Indicators2 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW⚡	…sts__/renderer/components/plugin-detail-panel.spec.tsx	260	// Step 1: empty starting state — no saved plugin config.	COMMENT
LOW⚡	…sts__/renderer/components/plugin-detail-panel.spec.tsx	265	// Step 2: simulate the cascade — user changed mode to 'advanced',	COMMENT

Structural Annotation Overuse2 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW⚡	…sts__/renderer/components/plugin-detail-panel.spec.tsx	260	// Step 1: empty starting state — no saved plugin config.	COMMENT
LOW⚡	…sts__/renderer/components/plugin-detail-panel.spec.tsx	265	// Step 2: simulate the cascade — user changed mode to 'advanced',	COMMENT

Slop Phrases1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	public/i18n/en.yml	174	PICGO_SPONSOR_TEXT: PicGo is a free software, if you like it, please don't forget to buy me a cup of coffee.	CODE

Molunerfinn/PicGo

Open-Source Code Quality, Security and Technical Debt Review