Repository Analysis

fluxerapp/fluxer

A free and open source instant messaging and VoIP chat app built for friends, groups, and communities.

2.9 Likely human-written View on GitHub

Analysis Overview

This report presents the forensic synthetic code analysis of fluxerapp/fluxer, a TypeScript project with 9,650 GitHub stars. SynthScan v2.0 examined 1,396,630 lines of code across 7309 source files, recording 3604 pattern matches distributed across 11 syntactic categories. The overall adjusted score of 2.9 places this repository in the Likely human-written band.

The scanner applied 160+ deterministic lexical heuristics, multi-line block detectors, abstract syntax tree depth profilers, and a cross-file Jaccard similarity matrix to construct a statistically normalised synthetic code estimate. All matches are individually weighted by severity coefficient and contextual multiplier before summation, and the resulting headline score is temporally discounted to account for the repository's development history relative to the commercial emergence of large language model coding tooling (November 2022 onward).

2.9
Adjusted Score
2.9
Raw Score
100%
Time Factor
2026-07-14
Last Push
9.7K
Stars
TypeScript
Language
1.4M
Lines of Code
7.3K
Files
3.6K
Pattern Hits
2026-07-14
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 11HIGH 1MEDIUM 28LOW 3564

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 3604 distinct pattern matches across 11 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 Identifiers3466 hits · 3776 pts
SeverityFileLineSnippetContext
LOWfluxer_api/vitest.config.ts18function resolveDefaultParallelWorkers(): number {CODE
LOW…pkgs/http_client/src/PublicInternetRequestUrlPolicy.ts147function createBlockedRequestError(url: URL, context: RequestUrlValidationContext, reason: string): HttpError {CODE
LOW…pkgs/http_client/src/PublicInternetRequestUrlPolicy.ts170export function createPublicInternetRequestUrlPolicy(CODE
LOWfluxer_api/pkgs/http_client/src/HttpClient.ts194function recordSuccessfulRequestMetrics(CODE
LOWfluxer_api/pkgs/http_client/src/HttpClient.ts241function recordUnhandledErrorMetrics(CODE
LOWfluxer_api/pkgs/locale/src/catalog/LocaleCatalog.ts192export function getPreferredLocaleForLanguageCode(languageCode: string): LocaleCode | null {CODE
LOWfluxer_api/pkgs/locale/src/catalog/LocaleCatalog.ts207export function findLocaleByLanguagePrefix(languageCode: string): LocaleCode | null {CODE
LOWfluxer_api/pkgs/locale/src/catalog/LocaleCatalog.ts221function createNormalizedLocaleLookup(): ReadonlyMap<string, LocaleCode> {CODE
LOW…kgs/locale/src/resolution/AcceptLanguageNegotiation.ts17export function resolveLocaleFromAcceptLanguageHeader(acceptLanguageHeader: string | null | undefined): LocaleCode {CODE
LOW…kgs/locale/src/resolution/AcceptLanguageNegotiation.ts37function parseAcceptLanguagePreferences(acceptLanguageHeader: string): Array<AcceptLanguagePreference> {CODE
LOW…kgs/locale/src/resolution/AcceptLanguageNegotiation.ts76function findLanguageFallbackMatch(preferences: ReadonlyArray<AcceptLanguagePreference>): LocaleCode | null {CODE
LOWfluxer_api/pkgs/sms/src/PhoneLookupTypes.ts61export function getSmsPumpingRiskThreshold(countryCode: string | null): number {CODE
LOW…/media_proxy_utils/src/ExternalMediaProxyUrlBuilder.ts20function normalizeMediaProxyEndpoint(mediaProxyEndpoint: string): string {CODE
LOW…/media_proxy_utils/src/ExternalMediaProxyUrlBuilder.ts40export function createExternalMediaProxyUrlBuilder(CODE
LOW…s/media_proxy_utils/src/ExternalMediaProxyPathCodec.ts61function reconstructLegacyOriginalUrl(proxyUrlPath: string): string {CODE
LOW…s/media_proxy_utils/src/ExternalMediaProxyPathCodec.ts88export function buildExternalMediaProxyPath(inputUrl: string): string {CODE
LOW…uxer_api/pkgs/geoip/src/CassandraIpInfoRequestAudit.ts63export function createCassandraIpInfoRequestAuditLogger(CODE
LOWfluxer_api/pkgs/geoip/src/CassandraIpInfoCache.ts16export function createCassandraIpInfoCache(options: CassandraIpInfoCacheOptions): IpInfoCache {CODE
LOWfluxer_api/pkgs/geoip/src/PostgresIpInfoKv.ts52export function createPostgresIpInfoCache(options: PostgresIpInfoOptions): IpInfoCache {CODE
LOWfluxer_api/pkgs/geoip/src/PostgresIpInfoKv.ts88export function createPostgresIpInfoRequestAuditLogger(options: PostgresIpInfoOptions): IpInfoRequestAuditLogger {CODE
LOWfluxer_api/pkgs/geoip/src/IpInfoService.ts273export function createUnavailableIpInfoService(reason = 'IPInfo not configured'): IpInfoService {CODE
LOWfluxer_api/pkgs/geoip/src/GeoipStartup.ts75export function resolveGeoipRuntimeSourceConfig(CODE
LOWfluxer_api/pkgs/geoip/src/GeoipStartup.ts96export async function ensureGeoipDatabaseOnStartup(options: EnsureGeoipStartupOptions): Promise<GeoipStartupResult> {CODE
LOWfluxer_api/pkgs/geoip/src/GeoipStartup.ts169function createGeoipFilesystemSourceConfig(rawValue: string | undefined): GeoipFilesystemSourceConfig {CODE
LOWfluxer_api/pkgs/geoip/src/GeoipStartup.ts248function requireGeoipRuntimePathOptions(serviceName: string, temporaryDirectory: string): void {CODE
LOWfluxer_api/pkgs/initialization/src/Init.ts25export function startServiceInitialization(config: ServiceInitConfig): ShutdownFn {CODE
LOW…kgs/initialization/src/CreateServiceInstrumentation.ts13export function createServiceInstrumentation(options: CreateServiceInstrumentationOptions): ShutdownFn {CODE
LOWfluxer_api/pkgs/mime_utils/src/ContentTypeUtils.ts165export function isSupportedMediaContentType(contentType: string): boolean {CODE
LOWfluxer_api/pkgs/mime_utils/src/ContentTypeUtils.ts169export function getContentTypeFromFilename(filename: string): string {CODE
LOWfluxer_api/pkgs/cassandra/src/Client.ts174export function getDefaultCassandraClient(): ICassandraClient {CODE
LOWfluxer_api/pkgs/rate_limit/src/RateLimitService.ts23function millisecondsToDecimalSeconds(milliseconds: number): number {CODE
LOW…pi/pkgs/rate_limit/src/internal/RateLimitValidation.ts3export function assertPositiveFiniteNumber(value: number, fieldName: string): void {CODE
LOWfluxer_api/pkgs/worker/src/runtime/WorkerFactory.ts64function isLegacyCreateWorkerOptions(options: WorkerFactoryOptions): options is CreateWorkerLegacyOptions {CODE
LOWfluxer_api/pkgs/worker/src/runtime/WorkerFactory.ts68function resolveLegacyQueueOptions(config: WorkerQueueConfig, queueProvider?: IQueueProvider): WorkerQueueOptions {CODE
LOWfluxer_api/pkgs/worker/src/runtime/WorkerFactory.ts76function resolveWorkerFactoryOptions(options: WorkerFactoryOptions): ResolvedWorkerFactoryOptions {CODE
LOWfluxer_api/pkgs/worker/src/runtime/WorkerFactory.ts101function assertTaskRegistryMutable(runner: WorkerRunner | null): void {CODE
LOW…i/pkgs/elasticsearch_search/src/ElasticsearchClient.ts16export function createElasticsearchClient(config: ElasticsearchClientConfig): Client {CODE
LOW…earch_search/src/adapters/ElasticsearchIndexAdapter.ts377function isResourceAlreadyExistsError(error: unknown): boolean {CODE
LOW…earch_search/src/adapters/ElasticsearchIndexAdapter.ts426function isAnalysisSettingsMissingError(error: unknown): boolean {CODE
LOWfluxer_api/pkgs/kv_client/src/KVCommandArguments.ts48export function createStringEntriesFromPairs(args: Array<string>): Array<{CODE
LOWfluxer_api/pkgs/kv_client/src/KVCommandArguments.ts68export function createZSetMembersFromScorePairs(scoreMembers: Array<number | string>): Array<{CODE
LOWfluxer_api/pkgs/kv_client/src/KVCommandArguments.ts100export function parseRangeByScoreArguments(args: Array<string | number>): KVRangeByScoreOptions {CODE
LOWfluxer_api/pkgs/kv_client/src/KVCommandArguments.ts155function createInvalidArgumentError(message: string): KVClientError {CODE
LOWfluxer_api/src/api/CreateApiContext.ts58export function resetApiServicesForTesting(): void {CODE
LOWfluxer_api/src/api/App.ts30function AbuseAwareAppErrorHandler(err: Error, ctx: Context<HonoEnv>): Response | Promise<Response> {CODE
LOWfluxer_api/src/api/SearchFactory.ts21function createElasticsearchSearchProvider(lock?: ElasticsearchDistributedLock): ISearchProvider {CODE
LOWfluxer_api/src/api/SearchFactory.ts43function createMeilisearchSearchProvider(): ISearchProvider {CODE
LOWfluxer_api/src/api/SearchFactory.ts62export function setInjectedSearchProvider(provider: ISearchProvider | undefined): void {CODE
LOWfluxer_api/src/api/SearchFactory.ts86export function getGuildMemberSearchService(): IGuildMemberSearchService | null {CODE
LOWfluxer_api/src/api/Config.ts20function resolveGatewayInternalUrl(master: MasterConfig): string {CODE
LOWfluxer_api/src/api/Config.ts46function resolveTrustClientIpHeader(proxyConfig: object): boolean {CODE
LOWfluxer_api/src/api/Validator.ts76function extractVariablesFromIssue(issue: ZodError['issues'][number]): Record<string, unknown> | undefined {CODE
LOWfluxer_api/src/api/favorite_meme/FavoriteMemeModel.ts9export function mapFavoriteMemeToResponse(meme: FavoriteMeme): FavoriteMemeResponse {CODE
LOWfluxer_api/src/api/favorite_meme/FavoriteMemeService.ts81function resolveFavoriteMemeAnimationFlag(CODE
LOW…c/api/favorite_meme/tests/FavoriteMemeExtended.test.ts194 async function createAccountWithPersonalNotes(harness: ApiTestHarness) {CODE
LOWfluxer_api/src/api/webhook/WebhookModel.ts10export function mapWebhookToTokenResponse(webhook: Webhook): z.infer<typeof WebhookTokenResponse> {CODE
LOWfluxer_api/src/api/webhook/WebhookModel.ts21export async function mapWebhookToResponseWithCache({CODE
LOWfluxer_api/src/api/webhook/WebhookController.ts42function validateWebhookMessagePayload(data: unknown): WebhookMessageRequest {CODE
LOWfluxer_api/src/api/webhook/WebhookController.ts50async function parseWebhookJsonMessageData(ctx: Context<HonoEnv>): Promise<WebhookExecuteMessageData> {CODE
LOWfluxer_api/src/api/webhook/WebhookController.ts61async function parseWebhookMultipartMessageData(CODE
3406 more matches not shown…
Hallucination Indicators11 hits · 135 pts
SeverityFileLineSnippetContext
CRITICALfluxer_api/src/api/admin/services/AdminVoiceService.ts348 await this.deps.apiContext.services.cache.publish(VOICE_CONFIGURATION_CHANNEL, JSON.stringify(message));CODE
CRITICALfluxer_api/src/api/admin/services/AdminReportService.ts189 await this.deps.channelService.messages.send.sendMessage({CODE
CRITICALfluxer_api/src/api/system/PneumaticPostService.ts196 const message = await this.deps.channelService.messages.send.sendMessage({CODE
CRITICAL…i/src/api/worker/executors/ScheduledMessageExecutor.ts70 await this.deps.channelService.messages.send.validateMessageCanBeSent({CODE
CRITICAL…i/src/api/worker/executors/ScheduledMessageExecutor.ts75 await this.deps.channelService.messages.send.sendMessage({CODE
CRITICALfluxer_api/src/api/risk/AccountPolicyEvaluator.ts987 return normalized ? this.document.classifiers.emailTlds.lowRisk.has(normalized) : false;CODE
CRITICALfluxer_api/src/api/risk/AccountPolicyEvaluator.ts994 return this.document.classifiers.emailTlds.lowRisk.has(normalized) ? null : 'high';CODE
CRITICALfluxer_api/src/api/risk/AccountPolicyEvaluator.ts999 return tld ? this.document.classifiers.emailTlds.blocked.has(tld) : false;CODE
CRITICALfluxer_api/src/api/risk/AccountPolicyEvaluator.ts1004 return this.document.classifiers.network.trustedPrivacyProviderMarkers.some((marker) =>CODE
CRITICALfluxer_api/src/api/risk/AccountPolicyEvaluator.ts1012 ? this.document.classifiers.network.educationOrgMarkers.some((marker) => normalized.includes(marker))CODE
CRITICALdeploy/k8s/fluxer-api-approved-image-policy.yaml28 expression: "object.spec.template.spec.containers.filter(c, c.name == variables.containerName)"CODE
Fake / Example Data63 hits · 65 pts
SeverityFileLineSnippetContext
LOW…xer_api/src/api/webhook/tests/SlackTransformer.test.ts75 author_name: 'John Doe',CODE
LOW…xer_api/src/api/webhook/tests/SlackTransformer.test.ts82 expect(result.embeds?.[0].author?.name).toBe('John Doe');CODE
LOWfluxer_api/src/api/database/types/UserTypes.ts414 'placeholder',CODE
LOW…uxer_api/src/api/report/tests/ContentReporting.test.ts811 reporter_full_legal_name: 'John Doe',CODE
LOW…uxer_api/src/api/report/tests/ContentReporting.test.ts843 reporter_full_legal_name: 'Jane Doe',CODE
LOW…uxer_api/src/api/report/tests/ContentReporting.test.ts860 reporter_full_legal_name: 'John Doe',CODE
LOW…uxer_api/src/api/report/tests/ContentReporting.test.ts875 reporter_full_legal_name: 'John Doe',CODE
LOW…uxer_api/src/api/report/tests/ContentReporting.test.ts930 reporter_full_legal_name: 'John Doe',CODE
LOWfluxer_api/src/api/csam/tests/NcmecReporter.test.ts17 reporterEmail: 'admin@example.com',CODE
LOWfluxer_api/src/api/csam/tests/NcmecReporter.test.ts141 reporterEmail: 'admin@example.com',CODE
LOWfluxer_media_proxy/src/media_process.rs3059 meta["placeholder"].as_str().is_some_and(|s| !s.is_empty()),CODE
LOWtools/dev/cassandra_target_schema.json199 "name": "placeholder",CODE
LOWtools/dev/cassandra_target_schema.json470 "name": "placeholder",CODE
LOWtools/dev/cassandra_target_schema.json4125 "name": "placeholder",CODE
LOWfluxer_unfurl/src/resolvers/klipy.rs316 placeholder: Some("placeholder".to_owned()),CODE
LOWfluxer_unfurl/src/resolvers/klipy.rs327 assert_eq!(media.placeholder.as_deref(), Some("placeholder"));CODE
LOWfluxer_unfurl/src/resolvers/xkcd.rs185 placeholder: Some("placeholder".to_owned()),CODE
LOWfluxer_unfurl/src/resolvers/xkcd.rs202 assert_eq!(media.placeholder.as_deref(), Some("placeholder"));CODE
LOWfluxer_unfurl/src/resolvers/wikipedia.rs325 placeholder: Some("placeholder".to_owned()),CODE
LOWfluxer_unfurl/src/resolvers/wikipedia.rs336 assert_eq!(media.placeholder.as_deref(), Some("placeholder"));CODE
LOWfluxer_unfurl/src/resolvers/tenor.rs348 placeholder: Some("placeholder".to_owned()),CODE
LOWfluxer_unfurl/src/resolvers/tenor.rs359 assert_eq!(media.placeholder.as_deref(), Some("placeholder"));CODE
LOWfluxer_marketing/build.rs499 let mentions_placeholder_handling = lowercase_comment.contains("placeholder")CODE
LOWfluxer_admin/openapi-admin.json13982 "placeholder": {CODE
LOWfluxer_admin/openapi-admin.json14144 "placeholder": {CODE
LOWfluxer_admin/tests/api_deserialization.rs261 "reporter_email": "user@example.com",CODE
LOWfluxer_admin/tests/htmx_acceptance.rs802 "email": "admin@example.com",CODE
LOWfluxer_admin/src/api/generated.rs60 "email": "admin@example.com",CODE
LOWfluxer_admin/src/templates/pages/bans.rs43 placeholder: "user@example.com",CODE
LOWfluxer_admin/src/templates/pages/instance_config.rs521 "user@example.com",CODE
LOW…components/modals/tabs/component_gallery_tab/index.tsx347 title="Lorem ipsum dolor sit amet"CODE
LOW…components/modals/tabs/component_gallery_tab/index.tsx347 title="Lorem ipsum dolor sit amet"CODE
LOW…components/modals/tabs/component_gallery_tab/index.tsx348 description="Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore eCODE
LOW…components/modals/tabs/component_gallery_tab/index.tsx348 description="Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore eCODE
LOW…/components/channel_view/ChannelCompactCallSurface.tsx15 mediaMode?: 'live' | 'placeholder';CODE
LOW…s/channel/components/channel_view/GuildChannelView.tsx475 mediaMode={isConnectedToThisChannel ? 'live' : 'placeholder'}CODE
LOW…l/components/embeds/attachments/AttachmentGridItem.tsx393 key="placeholder"CODE
LOW…eatures/channel/components/embeds/media/EmbedVideo.tsx130 key="placeholder"CODE
LOW…tures/channel/components/embeds/media/EmbedYouTube.tsx72 key="placeholder"CODE
LOW…src/features/voice/components/CompactVoiceCallView.tsx10 if (props.mediaMode === 'placeholder') {CODE
LOW…res/voice/components/compact_voice_call_view/shared.ts43export type CompactVoiceCallMediaMode = 'live' | 'placeholder';CODE
LOW…c/features/expressions/commands/FavoriteGifCommands.ts41 entries: Array<Omit<FavoriteGifEntry, 'placeholder'> & {placeholder?: string | null}>;CODE
LOW…eatures/i18n/locales/auto-i18n-reviewed-unchanged.json42 "msgid": "user@example.com"CODE
LOW…eatures/i18n/locales/auto-i18n-reviewed-unchanged.json104 "msgid": "user@example.com"CODE
LOW…eatures/i18n/locales/auto-i18n-reviewed-unchanged.json1230 "msgid": "user@example.com"CODE
LOW…eatures/i18n/locales/auto-i18n-reviewed-unchanged.json2750 "msgid": "user@example.com"CODE
LOW…eatures/i18n/locales/auto-i18n-reviewed-unchanged.json2806 "msgid": "user@example.com"CODE
LOW…eatures/i18n/locales/auto-i18n-reviewed-unchanged.json2961 "msgid": "user@example.com"CODE
LOW…eatures/i18n/locales/auto-i18n-reviewed-unchanged.json3116 "msgid": "user@example.com"CODE
LOW…eatures/i18n/locales/auto-i18n-reviewed-unchanged.json3406 "msgid": "user@example.com"CODE
LOW…eatures/i18n/locales/auto-i18n-reviewed-unchanged.json3733 "msgid": "user@example.com"CODE
LOW…eatures/i18n/locales/auto-i18n-reviewed-unchanged.json3879 "msgid": "user@example.com"CODE
LOW…eatures/i18n/locales/auto-i18n-reviewed-unchanged.json3953 "msgid": "user@example.com"CODE
LOW…eatures/i18n/locales/auto-i18n-reviewed-unchanged.json5544 "msgid": "user@example.com"CODE
LOW…eatures/i18n/locales/auto-i18n-reviewed-unchanged.json5659 "msgid": "user@example.com"CODE
LOW…eatures/i18n/locales/auto-i18n-reviewed-unchanged.json6030 "msgid": "user@example.com"CODE
LOW…eatures/i18n/locales/auto-i18n-reviewed-unchanged.json6267 "msgid": "user@example.com"CODE
LOW…eatures/i18n/locales/auto-i18n-reviewed-unchanged.json6428 "msgid": "user@example.com"CODE
LOW…eatures/i18n/locales/auto-i18n-reviewed-unchanged.json6515 "msgid": "user@example.com"CODE
LOW…eatures/i18n/locales/auto-i18n-reviewed-unchanged.json6604 "msgid": "user@example.com"CODE
3 more matches not shown…
Decorative Section Separators24 hits · 55 pts
SeverityFileLineSnippetContext
MEDIUMdeny.toml16# ---------------------------------------------------------------------------COMMENT
MEDIUMdeny.toml18# ---------------------------------------------------------------------------COMMENT
MEDIUMdeny.toml28# ---------------------------------------------------------------------------COMMENT
MEDIUMdeny.toml30# ---------------------------------------------------------------------------COMMENT
MEDIUMdeny.toml69# ---------------------------------------------------------------------------COMMENT
MEDIUMdeny.toml71# ---------------------------------------------------------------------------COMMENT
MEDIUMdeny.toml92# ---------------------------------------------------------------------------COMMENT
MEDIUMdeny.toml94# ---------------------------------------------------------------------------COMMENT
MEDIUMfluxer_docs/zensical.toml1# ============================================================================COMMENT
MEDIUMfluxer_docs/zensical.toml7# ============================================================================COMMENT
MEDIUMfluxer_docs/zensical.toml121# ----------------------------------------------------------------------------STRING
MEDIUMfluxer_docs/zensical.toml123# ----------------------------------------------------------------------------STRING
MEDIUMfluxer_docs/zensical.toml304# ----------------------------------------------------------------------------STRING
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MEDIUMfluxer_docs/zensical.toml319# ----------------------------------------------------------------------------STRING
MEDIUMfluxer_docs/zensical.toml323# ----------------------------------------------------------------------------STRING
MEDIUMfluxer_docs/zensical.toml328# ----------------------------------------------------------------------------STRING
MEDIUMfluxer_docs/zensical.toml333# ----------------------------------------------------------------------------STRING
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MEDIUMfluxer_docs/zensical.toml354# ----------------------------------------------------------------------------STRING
MEDIUMfluxer_docs/zensical.toml365# ----------------------------------------------------------------------------STRING
MEDIUMfluxer_docs/zensical.toml372# ----------------------------------------------------------------------------STRING
Over-Commented Block23 hits · 16 pts
SeverityFileLineSnippetContext
LOWdeny.toml21yanked = "deny"COMMENT
LOWfluxer_media_proxy/src/vips_shim.c1// SPDX-License-Identifier: AGPL-3.0-or-laterCOMMENT
LOWfluxer_media_proxy/src/vips_shim.c21#include <math.h>COMMENT
LOWfluxer_desktop/native/linux-screen-capture/src/lib.rs1#![deny(clippy::all)]COMMENT
LOWfluxer_desktop/native/webrtc-sender/Cargo.toml61# when Vision is unavailable. tract is a pure-Rust ONNX inference engine: noCOMMENT
LOWfluxer_desktop/native/webrtc-sender/Cargo.toml81# deep_filter declares tract ^0.19.4, but newer releases in that semver rangeCOMMENT
LOWfluxer_desktop/native/mac-screen-capture/src/lib.rs1#![deny(clippy::all)]COMMENT
LOWfluxer_desktop/native/.cargo/config.toml1# SPDX-License-Identifier: AGPL-3.0-or-laterCOMMENT
LOWfluxer_desktop/native/mac-app-audio/src/lib.rs1#![deny(clippy::all)]COMMENT
LOWfluxer_docs/zensical.toml1# ============================================================================COMMENT
LOWfluxer_docs/zensical.toml21COMMENT
LOWfluxer_docs/zensical.toml101# CSS files.COMMENT
LOWfluxer_docs/zensical.toml121# ----------------------------------------------------------------------------COMMENT
LOWfluxer_docs/zensical.toml141# must be relative to the "docs_dir".COMMENT
LOWfluxer_docs/zensical.toml161# - https://zensical.org/docs/setup/language/COMMENT
LOWfluxer_docs/zensical.toml181 # code for the current page.COMMENT
LOWfluxer_docs/zensical.toml201 # the footnote without leaving the context of the document.COMMENT
LOWfluxer_docs/zensical.toml221 # Turn on this feature to expand all collapsible sections in theCOMMENT
LOWfluxer_docs/zensical.toml241 # With instant prefetching, your site will start to fetch a page once theCOMMENT
LOWfluxer_docs/zensical.toml261COMMENT
LOWfluxer_docs/zensical.toml281COMMENT
LOWfluxer_docs/zensical.toml301 #"toc.integrate",COMMENT
LOWfluxer_docs/zensical.toml321#logo = "lucide/smile"COMMENT
Structural Annotation Overuse8 hits · 12 pts
SeverityFileLineSnippetContext
LOWfluxer_docs/docs/operator/get-started.md33## Step 1: Install DockerCOMMENT
LOWfluxer_docs/docs/operator/get-started.md50## Step 2: Download the stackCOMMENT
LOWfluxer_docs/docs/operator/get-started.md74## Step 3: Configure `.env`COMMENT
LOWfluxer_docs/docs/operator/get-started.md129## Step 4: Publish the hostnameCOMMENT
LOWfluxer_docs/docs/operator/get-started.md171## Step 5: Open the firewallCOMMENT
LOWfluxer_docs/docs/operator/get-started.md184## Step 6: Start the stackCOMMENT
LOWfluxer_docs/docs/operator/get-started.md207## Step 7: Verify the instanceCOMMENT
LOWfluxer_docs/docs/operator/get-started.md259## Step 8: Create the owner accountCOMMENT
Synthetic Comment Markers1 hit · 8 pts
SeverityFileLineSnippetContext
HIGHfluxer_marketing/content/policies/guidelines.md176### 9. Deceptive AI-generated and manipulated contentCOMMENT
Slop Phrases4 hits · 5 pts
SeverityFileLineSnippetContext
MEDIUMfluxer_docs/zensical.toml113# With the `extra_javascript` option you can add your own JavaScript to yourSTRING
MEDIUMfluxer_docs/zensical.toml312# If you don't have a dedicated project logo, you can use a built-in icon fromSTRING
MEDIUMfluxer_docs/zensical.toml99# With the "extra_css" option you can add your own CSS styling to customizeSTRING
LOWpackages/i18n/scripts/PruneUnusedI18nKeys.ts445 console.log("\npruning complete. don't forget to regenerate i18n types:");CODE
AI Slop Vocabulary1 hit · 3 pts
SeverityFileLineSnippetContext
MEDIUM…game-capture/test-apps/i686-present-fixture/Cargo.toml19# is to be built for the 32-bit (i686 / WOW64) target so the harness can driveCOMMENT
Unused Imports2 hits · 2 pts
SeverityFileLineSnippetContext
LOWtools/bench/_compare_criterion.py14CODE
LOWfluxer_docs/scripts/write_csp_header.py3CODE
Deep Nesting1 hit · 1 pts
SeverityFileLineSnippetContext
LOWtools/bench/_compare_criterion.py51CODE