2.4

Adjusted Signal

2.4

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

5.0K

Stars

TypeScript

Language

1.6M

Lines of Code

6.4K

Files

3.6K

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 9.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 3153 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.7/100 · LOW

Are imports declared and package/API names verified? 471 finding(s).

Agent Over-Engineering Ratio 9.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 3127 finding(s).

PR Review Velocity Impact 10.8/100 · LOW

Which changes need focused human review? 3640 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 3HIGH 1MEDIUM 10LOW 3626

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 3640 distinct pattern matches across 12 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 Identifiers3111 hits · 3168 pts

Severity	File	Line	Snippet	Context
LOW	wxt.config.ts	265	function getManifestRequiredPermissions(browser: BrowserTarget) {	CODE
LOW	wxt.config.ts	277	function getManifestOptionalPermissions(browser: BrowserTarget) {	CODE
LOW	wxt.config.ts	295	function getBrowserCookieOptionalPermissions(browser: BrowserTarget) {	CODE
LOW	wxt.config.ts	375	function shortenPathForManifestDescription(value: string, maxLen: number) {	CODE
LOW	wxt.config.ts	391	function buildDevManifestDescription(projectPath: string) {	CODE
LOW	tests/test-utils/autoCheckin.ts	4	export function createAutoCheckinMutationLifecycle(): AutoCheckinMutationLifecycle {	CODE
LOW	tests/test-utils/apiVerificationSuite.ts	9	export async function runApiVerificationTestSuite(	CODE
LOW	tests/test-utils/accountTodayStats.ts	11	export function buildCompleteTodayStatsAvailability(	CODE
LOW	tests/test-utils/accountTodayStats.ts	23	export function buildTodayStatsAvailabilityReplacementCases() {	CODE
LOW	tests/test-utils/accountTodayStats.ts	72	function buildCompleteAccountTodayStatsCoverage(): AccountTodayStatsCoverage {	CODE
LOW	tests/test-utils/managedResourceFieldPolicy.ts	8	export function resolveManagedResourceTestPolicy(	CODE
LOW	tests/test-utils/mockPreferencePersistence.ts	19	export function createPersistedPreferencesFixture(	CODE
LOW	tests/test-utils/mockPreferencePersistence.ts	27	export function setupMockPreferencePersistence(	CODE
LOW	tests/test-utils/kiloCodeExportGuidance.ts	32	export function expectKiloCodeUsageGuidance(target: KiloCodeExportTarget) {	CODE
LOW	tests/test-utils/kiloCodeExportGuidance.ts	77	export function expectKiloCodeSettingsSizeGuidance(	CODE
LOW	tests/test-utils/legacyModelListSourceIdentity.ts	7	export function createLegacyAccountTokenSourceIdentity(params: {	CODE
LOW	tests/test-utils/modelListSource.ts	16	export function buildAIHubMixModelListSource(	CODE
LOW	tests/test-utils/modelListSource.ts	60	export function buildModelListItemFixture(	CODE
LOW	tests/test-utils/factories.ts	53	export function buildApiCheckClipboardText(params?: {	CODE
LOW	tests/test-utils/factories.ts	66	export function buildShareSnapshotPayload(	CODE
LOW	tests/test-utils/factories.ts	250	export function buildApiCredentialProfile(	CODE
LOW	tests/test-utils/credentialExportSources.ts	19	export function createAccountExportSource(	CODE
LOW	tests/test-utils/communityResourceCache.ts	5	export function mockCommunityResourceCache() {	CODE
LOW	tests/test-utils/communityResourceCache.ts	16	export function mockCommunityImageBrowserApis() {	CODE
LOW	tests/test-utils/matchMedia.ts	8	export function createMatchMediaController(initialMatches = false) {	CODE
LOW	tests/test-utils/verificationOwnerStores.ts	18	export function stubVerificationOwnerStoresUnavailable(): void {	CODE
LOW	…/features/KiloCodeExport/KiloCodeExportDialog.test.tsx	254	async function chooseKiloCodeExportTarget(	CODE
LOW	…res/KiloCodeExport/KiloCodeDefaultModelSelect.test.tsx	11	function addLimitedMessageResource() {	CODE
LOW	tests/features/KeyManagement/repair/index.test.tsx	353	function buildRepairImportCandidate(	CODE
LOW	…ures/ImportExport/components/webdavSettingsHarness.tsx	320	function clearWebdavSyncDataSelection() {	CODE
LOW	…ures/ImportExport/components/webdavSettingsHarness.tsx	348	export function setupWebdavSettingsTestHarness() {	CODE
LOW	…s/editor/ChannelDialog/ChannelDialogContainer.test.tsx	71	function OpenDefaultTokenQuickCreateDialog() {	CODE
LOW	…s/editor/ChannelDialog/ChannelDialogContainer.test.tsx	107	function NativeDialogLifecycleProbe() {	CODE
LOW	…s/ModelList/groups/AllAccountsGroupFilterMenu.test.tsx	57	async function openAccountGroupFilterMenu(	CODE
LOW	…ponents/BookmarkSponsorRecommendationsSection.test.tsx	53	function setSponsorRecommendations(items: SponsorRecommendation[]) {	CODE
LOW	…ponents/BookmarkSponsorRecommendationsSection.test.tsx	61	function createSponsorWithBookmarkFallback(): SponsorRecommendation {	CODE
LOW	tests/features/DevPanel/devPanel.test.tsx	383	function PageScopedSectionRegistrar() {	CODE
LOW	tests/features/DevPanel/devPanel.test.tsx	445	function CollapsedByDefaultSectionRegistrar() {	CODE
LOW	tests/features/DevPanel/devPanel.test.tsx	643	function OptionsOnlySectionRegistrar() {	CODE
LOW	…roductAnnouncements/ProductAnnouncementBanner.test.tsx	77	function ProductAnnouncementBannerFromHook() {	CODE
LOW	…ntManagement/AccountManagement.bookmarkImport.test.tsx	115	default: function MockBookmarkAccountImportDialog({	CODE
LOW	…sts/features/AccountManagement/sponsors/loader.test.ts	201	function expectBundledSponsorFallback(	CODE
LOW	…t/sponsors/PopupSponsorRecommendationsSection.test.tsx	55	function setSponsorRecommendations(items: SponsorRecommendation[]) {	CODE
LOW	…t/sponsors/PopupSponsorRecommendationsSection.test.tsx	63	function createSponsorRecommendation(): SponsorRecommendation {	CODE
LOW	…ountManagement/components/copyKeyDialogTestSupport.tsx	147	export async function renderExpandedServiceCredentialDialog() {	CODE
LOW	…ountManagement/components/copyKeyDialogTestSupport.tsx	190	export function setupCopyKeyDialogTestDefaults() {	CODE
LOW	…ponents/NewcomerSponsorRecommendationsSection.test.tsx	62	function setSponsorRecommendations(items: SponsorRecommendation[]) {	CODE
LOW	…ponents/NewcomerSponsorRecommendationsSection.test.tsx	118	function renderNewcomerSponsorRecommendationsSection() {	CODE
LOW	…gement/components/BookmarkAccountImportDialog.test.tsx	134	async function allowBookmarksAndScanSelected(	CODE
LOW	…gement/components/BookmarkAccountImportDialog.test.tsx	197	function bookmarkTreeWithNestedFolders() {	CODE
LOW	…gement/components/BookmarkAccountImportDialog.test.tsx	230	function bookmarkTreeWithFolderOnlySearchMatch() {	CODE
LOW	…ures/AccountManagement/components/AccountList.test.tsx	524	function createAccountDataContextValue(	CODE
LOW	…ures/AccountManagement/components/AccountList.test.tsx	640	async function renderBulkInviteLinkSelection(	CODE
LOW	…untDialog/form/useOpenRouterAccountOnboarding.test.tsx	24	function useOpenRouterAccountOnboarding() {	CODE
LOW	…pace/useAccountDialog.duplicateAccountWarning.test.tsx	90	async function renderDuplicateWarningHook(	CODE
LOW	…res/AccountManagement/data/AccountDataContext.test.tsx	587	async function renderAccountDataProvider() {	CODE
LOW	…verification/VerifyApiCredentialProfileDialog.test.tsx	94	async function selectOpenAICompatibleApiTypeOption(	CODE
LOW	…edentialProfilesSponsorRecommendationsSection.test.tsx	53	function setSponsorRecommendations(items: SponsorRecommendation[]) {	CODE
LOW	…edentialProfilesSponsorRecommendationsSection.test.tsx	61	function createSponsorWithCredentialFallback(): SponsorRecommendation {	CODE
LOW	…entialProfiles/list/ApiCredentialProfilesList.test.tsx	14	function ApiCredentialProfilesList(	CODE
3051 more matches not shown…

Fake / Example Data465 hits · 526 pts

Severity	File	Line	Snippet	Context
LOW	tests/contexts/UserPreferencesContext.test.tsx	349	expect((await context.updateGptLoadManagementKey("fake-key")).ok).toBe(	CODE
LOW	tests/contexts/UserPreferencesContext.test.tsx	355	managementKey: "fake-key",	CODE
LOW	tests/contexts/UserPreferencesContext.test.tsx	912	await context.updateAxonHubEmail("admin@example.com")	CODE
LOW	tests/contexts/UserPreferencesContext.test.tsx	1016	axonHub: { email: "admin@example.com" },	CODE
LOW	tests/contexts/UserPreferencesContext.test.tsx	1532	email: "admin@example.com",	CODE
LOW	…res/ManagedSiteModelSync/ManagedSiteModelSync.test.tsx	1283	email: "admin@example.com",	CODE
LOW	…ures/BasicSettings/ManagedSiteGptLoadSettings.test.tsx	99	"fake-key",	CODE
LOW	…ures/BasicSettings/ManagedSiteGptLoadSettings.test.tsx	119	gptLoad: { baseUrl: BASE_URL, managementKey: "fake-key" },	CODE
LOW	…tures/BasicSettings/ManagedSiteMagpieSettings.test.tsx	281	expect(new URL(request.url).searchParams.get("k")).toBe("fake-key")	CODE
LOW	…tures/BasicSettings/ManagedSiteMagpieSettings.test.tsx	296	"fake-key",	CODE
LOW	…tures/BasicSettings/ManagedSiteMagpieSettings.test.tsx	314	magpie: { baseUrl: BASE_URL, webKey: "fake-key" },	CODE
LOW	…ManagedSiteChannels/presentation/magpieEditor.test.tsx	65	"placeholder",	CODE
LOW	…ManagedSiteChannels/presentation/magpieEditor.test.tsx	70	"placeholder",	CODE
LOW	…SiteChannels/editor/ManagedResourceEditorBody.test.tsx	549	"placeholder",	CODE
LOW	…SiteChannels/editor/ManagedResourceEditorBody.test.tsx	722	"placeholder",	CODE
LOW	…SiteChannels/editor/ManagedResourceEditorBody.test.tsx	988	"placeholder",	CODE
LOW	…SiteChannels/editor/ManagedResourceEditorBody.test.tsx	1246	"placeholder",	CODE
LOW	…SiteChannels/editor/ManagedResourceEditorBody.test.tsx	1480	"placeholder",	CODE
LOW	…ModelList/filtering/ControlPanel.capabilities.test.tsx	163	"placeholder",	CODE
LOW	…ccountManagement/components/AccountDialogForm.test.tsx	97	verification: { status: "success", accountLabel: "user@example.com" },	CODE
LOW	…ccountManagement/components/AccountDialogForm.test.tsx	1152	"placeholder",	CODE
LOW	…ccountManagement/components/AccountDialogForm.test.tsx	1177	"placeholder",	CODE
LOW	…ccountManagement/components/AccountDialogForm.test.tsx	1619	expect(field).toHaveAttribute("placeholder", "/api/user/checkin")	CODE
LOW	…omponents/AccountActionButtons.shareAndLocate.test.tsx	450	email: "admin@example.com",	CODE
LOW	…countDialog/workspace/useAccountDialog.novita.test.tsx	50	body: { uuid: "same-user", email: "user@example.com" },	CODE
LOW	…countDialog/workspace/useAccountDialog.novita.test.tsx	83	body: { uuid: "same-user", email: "user@example.com" },	CODE
LOW	…countDialog/workspace/useAccountDialog.novita.test.tsx	90	user: { id: "same-user", username: "user@example.com" },	CODE
LOW	…countDialog/workspace/useAccountDialog.novita.test.tsx	107	body: { uuid: "same-user", email: "user@example.com" },	CODE
LOW	…countDialog/workspace/useAccountDialog.novita.test.tsx	229	body: { uuid: "novita-user", email: "user@example.com" },	CODE
LOW	…countDialog/workspace/useAccountDialog.novita.test.tsx	236	accountLabel: "user@example.com",	CODE
LOW⚡	…countDialog/workspace/useAccountDialog.novita.test.tsx	309	body: { uuid: "novita-user", email: "user@example.com" },	CODE
LOW⚡	…countDialog/workspace/useAccountDialog.novita.test.tsx	319	user: { id: "novita-user", username: "user@example.com" },	CODE
LOW⚡	…countDialog/workspace/useAccountDialog.novita.test.tsx	326	body: { uuid: "novita-user", email: "user@example.com" },	CODE
LOW	…countDialog/workspace/useAccountDialog.novita.test.tsx	478	body: { uuid: "novita-user", email: "user@example.com" },	CODE
LOW	…countDialog/workspace/useAccountDialog.novita.test.tsx	484	username: "user@example.com",	CODE
LOW	…ent/modal/ApiCheckModalHost.probesAndProfiles.test.tsx	1861	input.getAttribute("placeholder") !==	CODE
LOW	…rceEditor/components/NativeResourceEditorBody.test.tsx	270	expect(input).toHaveAttribute("placeholder", "Loading Group...")	CODE
LOW	tests/scripts/gptLoadProbe.test.ts	8	managementKey: "fake-key",	CODE
LOW	tests/scripts/gptLoadUi.test.ts	93	managementKey: "fake-key",	CODE
LOW	tests/entrypoints/options/AxonHubSettings.test.tsx	213	axonHubEmail: "admin@example.com",	CODE
LOW	tests/entrypoints/options/AxonHubSettings.test.tsx	391	axonHubEmail: "admin@example.com",	CODE
LOW	tests/entrypoints/options/AutoCheckinSettings.test.tsx	339	expect(retryIntervalInput).toHaveAttribute("placeholder", "30")	CODE
LOW	tests/entrypoints/options/AutoCheckinSettings.test.tsx	340	expect(retryMaxAttemptsInput).toHaveAttribute("placeholder", "3")	CODE
LOW	…rypoints/options/ManagedSiteModelSyncSettings.test.tsx	511	expect(maxRetriesInput).toHaveAttribute("placeholder", "2")	CODE
LOW	tests/entrypoints/options/ManagedSiteTab.test.tsx	498	axonHubEmail: "admin@example.com",	CODE
LOW	…KeyManagement/KeyManagement.nativeIntegration.test.tsx	848	password: "placeholder",	CODE
LOW	…KeyManagement/KeyManagement.nativeIntegration.test.tsx	849	totpSecret: "placeholder",	CODE
LOW	…ntent/messageHandlers/handlers/novitaIdentity.test.tsx	9	email: "user@example.com",	CODE
LOW	…ntent/messageHandlers/handlers/novitaIdentity.test.tsx	50	user: { id: "account-uuid", username: "user@example.com" },	CODE
LOW	…ntent/messageHandlers/handlers/novitaIdentity.test.tsx	73	{ email: "user@example.com", uid: "numeric-id" },	CODE
LOW	…sts/services/userPreferences.managedSiteConfig.test.ts	143	email: "admin@example.com",	CODE
LOW	…sts/services/userPreferences.managedSiteConfig.test.ts	153	email: "admin@example.com",	CODE
LOW	…sts/services/userPreferences.managedSiteConfig.test.ts	325	email: "admin@example.com",	CODE
LOW	tests/services/accountAutoDetection.novita.test.ts	26	user: { username: "user@example.com" },	CODE
LOW	tests/services/accountAutoDetection.novita.test.ts	127	user: { id: "browser-account-uuid", username: "user@example.com" },	CODE
LOW	tests/services/accountAutoDetection.novita.test.ts	137	email: "user@example.com",	CODE
LOW	tests/services/accountAutoDetection.novita.test.ts	169	body: { uuid: "expected-user", email: "user@example.com" },	CODE
LOW	tests/services/accountAutoDetection.novita.test.ts	176	user: { id: "expected-user", username: "user@example.com" },	CODE
LOW	tests/services/accountAutoDetection.novita.test.ts	210	user: { id: "browser-account-uuid", username: "user@example.com" },	CODE
LOW	tests/services/accountAutoDetection.novita.test.ts	227	username: "user@example.com",	CODE
405 more matches not shown…

Structural Annotation Overuse23 hits · 33 pts

Severity	File	Line	Snippet	Context
LOW	docs/docs/en/usage-analytics.md	24	## Step 1: Enable Usage History Synchronization	COMMENT
LOW	docs/docs/en/usage-analytics.md	57	## Step 2: Access the Usage Analysis Page	COMMENT
LOW	…plans/2026-07-16-axonhub-resource-native-ui-cutover.md	163	### Step 1: Establish legacy characterization coverage	COMMENT
LOW	…plans/2026-07-16-axonhub-resource-native-ui-cutover.md	190	### Step 2: Define the UI-only contracts	COMMENT
LOW	…plans/2026-07-16-axonhub-resource-native-ui-cutover.md	358	### Step 3: Extract the page and table without changing legacy behavior	COMMENT
LOW	…plans/2026-07-16-axonhub-resource-native-ui-cutover.md	373	### Step 4: Extract the editor shell	COMMENT
LOW	…plans/2026-07-16-axonhub-resource-native-ui-cutover.md	395	### Step 5: Extract the migration presentation	COMMENT
LOW	…plans/2026-07-16-axonhub-resource-native-ui-cutover.md	407	### Step 6: Verify the extraction before native code	COMMENT
LOW	…plans/2026-07-16-axonhub-resource-native-ui-cutover.md	441	### Step 7: Commit the extraction	COMMENT
LOW	…plans/2026-07-16-axonhub-resource-native-ui-cutover.md	476	### Step 0: Close the AxonHub migration type boundary	COMMENT
LOW	…plans/2026-07-16-axonhub-resource-native-ui-cutover.md	487	### Step 1: Define feature-owned field presentation policy	COMMENT
LOW	…plans/2026-07-16-axonhub-resource-native-ui-cutover.md	556	### Step 2: Add controller and collection tests first	COMMENT
LOW	…plans/2026-07-16-axonhub-resource-native-ui-cutover.md	625	### Step 3: Implement native list/mutation controllers	COMMENT
LOW	…plans/2026-07-16-axonhub-resource-native-ui-cutover.md	645	### Step 4: Implement the native editor body	COMMENT
LOW	…plans/2026-07-16-axonhub-resource-native-ui-cutover.md	672	### Step 5: Map canonical migration to the shared view	COMMENT
LOW	…plans/2026-07-16-axonhub-resource-native-ui-cutover.md	697	### Step 6: Add native migration orchestration	COMMENT
LOW	…plans/2026-07-16-axonhub-resource-native-ui-cutover.md	733	### Step 7: Add the native route wrapper without switching production mode	COMMENT
LOW	…plans/2026-07-16-axonhub-resource-native-ui-cutover.md	761	### Step 8: Validate and commit native integration	COMMENT
LOW	…plans/2026-07-16-axonhub-resource-native-ui-cutover.md	831	### Step 1: Add the failing definition assertion	COMMENT
LOW	…plans/2026-07-16-axonhub-resource-native-ui-cutover.md	848	### Step 2: Add the intercepted Chromium proof	COMMENT
LOW	…plans/2026-07-16-axonhub-resource-native-ui-cutover.md	870	### Step 3: Flip only the static AxonHub definition	COMMENT
LOW	…plans/2026-07-16-axonhub-resource-native-ui-cutover.md	876	### Step 4: Run focused tests and release gates	COMMENT
LOW	…plans/2026-07-16-axonhub-resource-native-ui-cutover.md	893	### Step 5: Review stop conditions and commit	COMMENT

Hallucination Indicators3 hits · 30 pts

Severity	File	Line	Snippet	Context
CRITICAL	…/presentation/openRouterKeyResourceFieldPolicy.test.ts	152	resource.openRouter.editor.summaryRules.limit.replace("{{limit}}", "0"),	CODE
CRITICAL	…/presentation/openRouterKeyResourceFieldPolicy.test.ts	155	resource.openRouter.editor.summaryRules.limit.replace(	CODE
CRITICAL	…els/controllers/useManagedResourceControllers.test.tsx	1290	result.current.mutation.deleteState.results.map(({ status }) => status),	CODE

Modern AI Meta-Vocabulary9 hits · 25 pts

Severity	File	Line	Snippet	Context
MEDIUM	…plans/2026-07-16-axonhub-resource-native-ui-cutover.md	697	### Step 6: Add native migration orchestration	COMMENT
MEDIUM	…og/issues/01-validate-personalized-catalog-contract.md	59	- The [personalized endpoint reference](https://openrouter.ai/docs/api/api-reference/models/list-models-filtered-by-user	CODE
MEDIUM	…og/issues/01-validate-personalized-catalog-contract.md	69	- The [guardrails guide](https://openrouter.ai/docs/guides/features/guardrails)	CODE
MEDIUM	…enspec/specs/model-redirect-mapping-guardrails/spec.md	1	# model-redirect-mapping-guardrails Specification	COMMENT
MEDIUM	…/changes/archive/2026-02-04-web-ai-api-check/design.md	60	### 2) Run network operations in background; content script only orchestrates UI	COMMENT
MEDIUM	…hive/2026-03-19-temp-window-onsuspend-cleanup/tasks.md	1	## 1. Recon and scope guardrails	COMMENT
MEDIUM	…26-03-26-require-sub2api-key-group-selection/design.md	88	### Decision: Use local dialog state for local flows and global dialog orchestration for resumable flows	COMMENT
MEDIUM	…026-01-26-quantify-message-action-identifiers/tasks.md	29	## 5. Tests and guardrails	COMMENT
MEDIUM	…ices/apiService/openrouter/personalizedModelCatalog.ts	100	* https://openrouter.ai/docs/api/api-reference/models/list-models-filtered-by-user-provider-preferences-privacy-setting	COMMENT

Excessive Try-Catch Wrapping13 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	docs_assistant/contributors.py	467	except Exception as e:	STRING
LOW	docs_assistant/contributors.py	529	except Exception as e:	STRING
LOW	docs_assistant/translate.py	524	except Exception as e:	CODE
LOW	docs_assistant/translate.py	553	except Exception as e:	CODE
LOW	docs_assistant/translate.py	626	except Exception as e:	CODE
LOW	docs_assistant/translate.py	678	except Exception as e:	CODE
LOW	docs_assistant/translate.py	768	except Exception as e:	CODE
LOW	docs_assistant/find_missing.py	152	except Exception as e:	CODE
LOW	docs_assistant/changelog.py	22	except Exception:	CODE
LOW	docs_assistant/changelog.py	190	except Exception as e:	CODE
LOW	docs_assistant/utils.py	32	except Exception as e:	CODE
LOW	docs_assistant/afdian_api.py	95	except Exception as e:	CODE
LOW	docs_assistant/main.py	97	except Exception as e:	CODE

Deep Nesting7 hits · 7 pts

Severity	File	Line	Context
LOW	docs_assistant/sync_translations.py	90	CODE
LOW	docs_assistant/translate.py	544	CODE
LOW	docs_assistant/translate.py	685	CODE
LOW	docs_assistant/github_api.py	17	CODE
LOW	docs_assistant/find_missing.py	58	CODE
LOW	docs_assistant/afdian_api.py	28	CODE
LOW	docs_assistant/main.py	18	CODE

Magic Placeholder Names1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	docs_assistant/README.md	20	export OPENAI_API_KEY="your-api-key-here"	CODE

Modern Structural Boilerplate3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	docs_assistant/sync_translations.py	16	logger = logging.getLogger(__name__)	CODE
LOW	docs_assistant/translate.py	22	logger = logging.getLogger(__name__)	CODE
LOW	docs_assistant/find_missing.py	19	logger = logging.getLogger(__name__)	CODE

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/features/DevPanel/DevPanel.tsx	363	// Absolutely positioned so the ball keeps its footprint and hit area:	COMMENT

Over-Commented Block2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	e2e/realSite/README.md	241	# AAH_E2E_ONE_HUB_SUBMIT_SELECTOR=button[type="submit"]	COMMENT
LOW	src/services/apiService/dahl/constants.ts	21	// inference.dahl.global/docs and /pricing (2026-10-11): all input, output and	COMMENT

Unused Imports2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	docs_assistant/afdian_api.py	7		CODE
LOW	docs_assistant/main.py	4		CODE

qixing-jk/all-api-hub

Open-Source Code Quality, Security and Technical Debt Review