oomol-lab/open-connector

3.9

Adjusted Score

3.9

Raw Score

100%

Time Factor

2026-08-09

Last Push

4.5K

Stars

TypeScript

Language

1.1M

Lines of Code

5.1K

Files

4.1K

Pattern Hits

2026-08-09

Scan Date

0.00

HC Hit Rate

What These Metrics Mean

Adjusted Score: Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score: The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor: The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits: Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate: High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files: Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

Longitudinal tracking requires multiple scan runs. Once this repository is re-scanned after new commits land, this chart will visualise how the synthetic code signal evolves over time — enabling you to detect whether AI authorship is growing, stabilising, or being actively corrected by human engineers.

No multi-scan history yet — run the scanner again to build trend data.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 0HIGH 15MEDIUM 0LOW 4095

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 4110 distinct pattern matches across 7 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. 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 diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Hyper-Verbose Identifiers4075 hits · 4157 pts

Severity	File	Line	Snippet	Context
LOW	web/src/model.ts	298	export function resolveProviderConnectionStatus(	CODE
LOW⚡	web/src/model.ts	316	export function usableConnectionsForService(connections: ConnectionRecord[], service: string): ConnectionRecord[] {	CODE
LOW⚡	web/src/model.ts	325	function pickUsableCredentialConnection(connections: ConnectionRecord[]): ConnectionRecord \| undefined {	CODE
LOW⚡	web/src/model.ts	330	function isUsableCredentialConnection(connection: ConnectionRecord \| undefined): connection is ConnectionRecord {	CODE
LOW	web/src/model.ts	378	export function filterProvidersByCategory(providers: ProviderDefinition[], category: string): ProviderDefinition[] {	CODE
LOW	web/src/model.ts	418	function getRecommendedProviderServiceRank(service: string): number {	CODE
LOW	web/src/model.ts	430	export function firstProviderByConnectionStatus(	CODE
LOW	web/src/providers-page.tsx	305	function useProgressiveProviderLimit(	CODE
LOW⚡	web/src/providers-page.tsx	843	export function isProviderLocallyAvailable(provider: ProviderDefinition): boolean {	CODE
LOW⚡	web/src/providers-page.tsx	847	export function shouldShowConnectionActions(auth: AuthDefinition): boolean {	CODE
LOW⚡	web/src/providers-page.tsx	851	export function shouldShowDisconnectAction(connection: AppData["connections"][number] \| undefined): boolean {	CODE
LOW⚡	web/src/providers-page.tsx	855	export function shouldEnableConnectionSubmit(	CODE
LOW	web/src/providers-page.tsx	946	export function configurableConnectionsForProvider(	CODE
LOW	web/src/providers-page.tsx	963	export function validateNewConnectionName(	CODE
LOW	web/src/providers-page.tsx	986	export function credentialConnectionRequestBody(	CODE
LOW	web/src/providers-page.tsx	994	export function oauthAuthorizationRequestBody(	CODE
LOW	web/src/providers-page.tsx	1100	function UnavailableProviderConnection(props: {	CODE
LOW⚡	web/src/actions-page.tsx	557	export function shouldResetRunActionModal(currentActionId: string, nextActionId: string): boolean {	CODE
LOW⚡	web/src/actions-page.tsx	561	export function initialActionConnectionName(connections: ConnectionRecord[]): string \| undefined {	CODE
LOW⚡	web/src/actions-page.tsx	566	export function reconcileActionConnectionName(	CODE
LOW	web/src/policy.ts	49	export function policyRulesFromEditorDraft(draft: PolicyEditorDraft): PolicyRules {	CODE
LOW	web/src/policy.ts	66	export function validatePolicyEditorDraft(draft: PolicyEditorDraft, includeProxies: boolean): PolicyDraftIssue[] {	CODE
LOW	web/src/policy.ts	173	export function filterPolicyRuleCandidates(candidates: string[], query: string, limit = 12): string[] {	CODE
LOW	web/src/oauth-app-form.tsx	159	export function initialClientConfigFieldValues(	CODE
LOW	web/src/oauth-app-form.tsx	175	export function splitClientConfigFieldValues(	CODE
LOW	web/src/runs-page.tsx	357	export function runFiltersFromSearchParams(searchParams: URLSearchParams): RunFilters {	CODE
LOW	web/src/ui.tsx	78	export function subscribeToOAuthCompletions(onComplete: (message: OAuthCompletionMessage) => void): () => void {	CODE
LOW	scripts/generate-provider-registry.ts	12	export async function generateProviderRegistries(providerSources: ProviderSource[]): Promise<void> {	CODE
LOW	scripts/provider-source.ts	39	function readProviderDirectoryName(name: string): string {	CODE
LOW	scripts/provider-source.ts	44	function assertProviderDefinitionService(directoryName: string, service: string): void {	CODE
LOW	src/catalog-store.ts	165	export function resolveExecutableActionIds(	CODE
LOW	src/catalog-store.ts	181	function createActionExecutionStatus(	CODE
LOW	src/mcp.test.ts	519	async function withAuthenticatedMcpClient(	CODE
LOW	src/mcp.ts	385	async function describeActionMarkdownContext(	CODE
LOW	src/mcp.ts	405	async function getSelectedConnectionSummary(	CODE
LOW	src/oauth/oauth-client-config-service.ts	198	export function readOAuthClientConfigMetadata(	CODE
LOW	src/oauth/oauth-client-config-service.ts	236	function pickClientConfigFieldValues(	CODE
LOW	src/oauth/oauth-client-config-service.ts	248	function assertNoUnexpectedClientConfigFields(	CODE
LOW	src/oauth/oauth-client-config-service.ts	261	function normalizeStoredOAuthClientConfig(config: OAuthClientConfig \| undefined): OAuthClientConfig \| undefined {	CODE
LOW	src/oauth/oauth-token.ts	43	export async function requestAuthorizationCodeToken(	CODE
LOW⚡	src/oauth/oauth-token.ts	231	function isSensitiveTokenResponseField(key: string): boolean {	CODE
LOW⚡	src/oauth/oauth-token.ts	236	function encodeOAuthBasicCredential(value: string): string {	CODE
LOW⚡	src/oauth/oauth-token.ts	240	function createAuthorizationCodeFields(input: AuthorizationCodeTokenRequest): Record<string, string> {	CODE
LOW	src/core/guarded-fetch.ts	117	export function setDefaultGuardedFetchDnsLookup(lookup: GuardedFetchDnsLookup \| null \| undefined): void {	CODE
LOW	src/core/guarded-fetch.ts	306	export async function resolveGuardedEgressTarget(	CODE
LOW	src/core/guarded-fetch.ts	333	async function assertResolvedAddressesAllowed(	CODE
LOW	src/core/guarded-fetch-default-lookup.test.ts	32	async function loadGuardedFetchWithNodeDns(): Promise<typeof import("./guarded-fetch.ts")> {	CODE
LOW	src/core/guarded-websocket.ts	202	function globalWebSocketConstructor(): WebSocketConstructor \| undefined {	CODE
LOW⚡	src/core/request.ts	228	export function setPrivateNetworkAccessAllowed(allowed: boolean): void {	CODE
LOW⚡	src/core/request.ts	233	export function isPrivateNetworkAccessAllowed(): boolean {	CODE
LOW⚡	src/core/request.ts	238	export function parsePrivateNetworkAccessFlag(value: string \| undefined): boolean {	CODE
LOW	src/core/request.ts	307	function normalizeTrustedHostEntry(value: string): string {	CODE
LOW	src/core/action-search.ts	216	export function createActionSearchIndexProvider(actions: Iterable<ActionDefinition>): ActionSearchIndexProvider {	CODE
LOW	src/core/credential-fields.ts	26	export function normalizeCredentialValues(options: NormalizeCredentialValuesOptions): Record<string, string> {	CODE
LOW	src/mail/imap-smtp/runtime.ts	104	export function createMailProviderRuntime(config: MailRuntimeConfig): MailProviderRuntime {	CODE
LOW	src/mail/imap-smtp/runtime.ts	187	function isCloudflareWorkerRuntime(): boolean {	CODE
LOW	src/mail/imap-smtp/runtime.ts	253	function describeMailValidationError(error: unknown): Record<string, unknown> {	CODE
LOW	src/mail/imap-smtp/runtime.ts	521	async function resolveOutgoingAttachments(attachments: ParsedOutgoingAttachment[], context: MailActionContext) {	CODE
LOW	src/mail/imap-smtp/protocol.ts	804	function normalizeEnvelopeAddresses(value: unknown, key: "from" \| "to" \| "cc" \| "replyTo"): MailAddress[] {	CODE
LOW	src/mail/imap-smtp/protocol.ts	854	function collectAttachmentMetadata(bodyStructure: unknown): MailAttachment[] {	CODE
4015 more matches not shown…

Magic Placeholder Names11 hits · 55 pts

Severity	File	Line	Snippet	Context
HIGH	src/providers/freshdesk/definition.ts	21	"Freshdesk API key used as the Basic Auth username. Find it in Profile Settings > View API key: https://support.	CODE
HIGH	src/providers/screenshot_fyi/definition.ts	16	placeholder: "YOUR_API_KEY",	CODE
HIGH	src/providers/geckoboard/definition.ts	21	"Geckoboard API key used as the HTTP Basic username. Find it in Geckoboard Account details under API Key: https:	CODE
HIGH	src/providers/alt_text_generator_ai/definition.ts	14	placeholder: "YOUR_API_KEY",	CODE
HIGH	src/providers/kadoa/definition.ts	14	placeholder: "tk-your-api-key",	CODE
HIGH	src/providers/tapfiliate/definition.ts	18	"Tapfiliate API key sent in the X-Api-Key header. Find and manage it in Tapfiliate account settings: https://sup	CODE
HIGH	src/providers/lightspeed_vt/definition.ts	14	placeholder: "YOUR_API_KEY",	CODE
HIGH	src/providers/megaventory/definition.ts	13	placeholder: "YOUR_API_KEY",	CODE
HIGH	src/providers/detrack/definition.ts	18	"Detrack API key sent with the X-API-KEY header. Generate or view it under Integrations > API Key: https://help.	CODE
HIGH	src/providers/mailgun/definition.ts	18	"Mailgun private API key used with HTTP Basic auth as api:YOUR_API_KEY. Create or view API keys in Mailgun secur	CODE
HIGH	src/providers/html_to_image/definition.ts	19	placeholder: "your_api_key",	CODE

Synthetic Comment Markers4 hits · 20 pts

Severity	File	Line	Snippet	Context
HIGH	src/providers/winston_ai/actions.ts	41	"Detect whether text, a public document URL, or a public website URL was likely generated by AI with Winston AI.",	CODE
HIGH	src/providers/winston_ai/actions.ts	49	"Input for detecting whether content was likely generated by AI with Winston AI. Provide one of text, fileUrl, or	CODE
HIGH	src/providers/gptzero/actions.ts	54	"Detect whether a plain text document was generated by AI with GPTZero and return document, paragraph, and sentenc	CODE
HIGH	src/providers/gptzero/actions.ts	56	"The input payload for detecting whether text was generated by AI with GPTZero.",	CODE

Fake / Example Data12 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	src/mail/imap-smtp/host-pinning.test.ts	12	email: "user@example.com",	CODE
LOW	src/providers/zlibrary/definition.ts	22	placeholder: "user@example.com",	CODE
LOW	src/providers/gamma/actions.ts	106	"placeholder",	CODE
LOW	src/providers/guru/definition.ts	29	placeholder: "admin@example.com",	CODE
LOW	src/providers/memos/actions.ts	31	{ optional: ["placeholder", "latitude", "longitude"] },	CODE
LOW	src/providers/paperform/actions.ts	93	required: ["key", "title", "description", "type", "required", "custom_key", "placeholder", "raw"],	CODE
LOW	…c/providers/doppler_marketing_automation/definition.ts	24	placeholder: "user@example.com",	CODE
LOW	src/providers/nethunt/definition.ts	29	placeholder: "user@example.com",	CODE
LOW	src/providers/adyntel/definition.ts	26	placeholder: "user@example.com",	CODE
LOW	src/providers/generic_imap/definition.ts	24	placeholder: "user@example.com",	CODE
LOW	src/providers/generic_imap/network-access.test.ts	11	email: "user@example.com",	CODE
LOW	src/providers/generic_imap/network-access.test.ts	95	email: "user@example.com",	CODE

Over-Commented Block6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	docker-compose.build.yml	1	# Build overlay for local development.	COMMENT
LOW	.github/workflows/publish-docker.yml	1	name: Publish Docker Image	COMMENT
LOW	.github/workflows/pr-maintainer-edits.yml	1	name: PR Maintainer Edits	COMMENT
LOW	src/core/guarded-fetch.ts	401	return defaultLookupOverride;	COMMENT
LOW	src/core/request.ts	121	}	COMMENT
LOW	src/providers/baidu_maps/runtime.ts	121	// Baidu's SN check is an AK-level toggle configured per key in the console	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	docker-compose.build.yml	6	# Usage:	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	src/providers/dovetail/runtime.ts	100	async function getData(input: Record<string, unknown>, context: ApiKeyProviderContext) {	CODE

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings