Repository Analysis

webadderallorg/Recordly

Create polished demo videos without editing skills. Mac/Windows/Linux

4.5 Likely human-written View on GitHub

Analysis Overview

This report presents the forensic synthetic code analysis of webadderallorg/Recordly, a TypeScript project with 20,050 GitHub stars. SynthScan v2.0 examined 141,337 lines of code across 541 source files, recording 582 pattern matches distributed across 7 syntactic categories. The overall adjusted score of 4.5 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).

4.5
Adjusted Score
4.5
Raw Score
100%
Time Factor
2026-07-31
Last Push
20.1K
Stars
TypeScript
Language
141.3K
Lines of Code
541
Files
582
Pattern Hits
2026-08-02
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

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

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 0MEDIUM 24LOW 558

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 582 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 Identifiers535 hits · 517 pts
SeverityFileLineSnippetContext
LOWvite.config.ts7function electronMainCjsOutputPlugin(): Plugin {CODE
LOWvite.config.ts37function electronMainCjsGuardPlugin(): Plugin {CODE
LOWelectron/main.ts91function configureGpuAccelerationSwitches() {CODE
LOWelectron/main.ts104async function logSmokeExportGpuDiagnostics() {CODE
LOWelectron/main.ts150function getTrustedCaptureDocumentBaseUrls(): string[] {CODE
LOWelectron/main.ts195function closeEditorWindowBypassingUnsavedPrompt(window: BrowserWindow | null) {CODE
LOWelectron/main.ts241function getPlatformAppIconFilename(size: 32 | 128 | 512) {CODE
LOWelectron/main.ts558function getUpdateNotificationTitle(payload: UpdateToastPayload) {CODE
LOWelectron/main.ts571function getUpdateNotificationBody(payload: UpdateToastPayload) {CODE
LOWelectron/main.ts586function clearActiveUpdateNotification() {CODE
LOWelectron/main.ts796function createEditorWindowWrapper() {CODE
LOWelectron/main.ts882function createSourceSelectorWindowWrapper() {CODE
LOWelectron/windows.ts117function isHudOverlayCaptureProtectionSupported(): boolean {CODE
LOWelectron/windows.ts130export function isHudOverlayMousePassthroughSupported(): boolean {CODE
LOWelectron/windows.ts143function loadHudOverlayCaptureProtectionSetting(): boolean {CODE
LOWelectron/windows.ts167function persistHudOverlayCaptureProtectionSetting(enabled: boolean): void {CODE
LOWelectron/windows.ts252function positionUpdateToastWindow() {CODE
LOWelectron/windows.ts261function setHudOverlayFallbackExpanded(expanded: boolean) {CODE
LOWelectron/windows.ts289function setHudOverlayMousePassthrough(ignore: boolean) {CODE
LOWelectron/windows.ts631export function reassertHudOverlayMousePassthrough(): void {CODE
LOWelectron/windows.ts660export function setHudOverlayRecordingActive(recording: boolean): void {CODE
LOWelectron/windows.ts935export function createSourceSelectorWindow(): BrowserWindow {CODE
LOWelectron/rendererServer.ts56async function servePackagedRendererRequest(CODE
LOWelectron/rendererServer.ts97export function getPackagedRendererBaseUrl(): string | null {CODE
LOWelectron/rendererServer.ts101export async function ensurePackagedRendererServer(rootDir: string): Promise<string> {CODE
LOWelectron/updater.ts131export function isAutoUpdateFeatureEnabled() {CODE
LOWelectron/updater.ts148function clearDeferredReminderTimer() {CODE
LOWelectron/updater.ts155function clearDevPreviewProgressTimer() {CODE
LOWelectron/updater.ts174function createAvailableUpdateToastPayload(version: string): UpdateToastPayload {CODE
LOWelectron/updater.ts184function createDownloadingUpdateToastPayload(CODE
LOWelectron/updater.ts229function createDownloadedUpdateToastPayload(version: string): UpdateToastPayload {CODE
LOWelectron/updater.ts239function createUpdateErrorToastPayload(version: string, error: unknown): UpdateToastPayload {CODE
LOWelectron/updater.ts265export function getCurrentUpdateToastPayload() {CODE
LOWelectron/updater.ts288function simulateDevPreviewDownload(sendToRenderer?: UpdateToastSender) {CODE
LOWelectron/updater.ts372export function installDownloadedUpdateNow(sendToRenderer?: UpdateToastSender) {CODE
LOWelectron/updater.ts480export function skipAvailableUpdateVersion(sendToRenderer?: UpdateToastSender) {CODE
LOWelectron/updater.ts519async function showAvailableUpdateDialog(CODE
LOWelectron/updater.ts543async function showDownloadedUpdateDialog(CODE
LOWelectron/permissionPolicy.ts30function hasExactCaptureWindowQuery(url: URL): boolean {CODE
LOWelectron/permissionPolicy.ts58export function isTrustedCaptureDocumentUrl(CODE
LOWelectron/permissionPolicy.ts95function isSecurityOriginForDocument(securityOrigin: string, documentUrl: string): boolean {CODE
LOWelectron/permissionPolicy.ts118export function shouldGrantMediaPermission(CODE
LOWelectron/permissionPolicy.ts146export function shouldGrantDisplayCapture(CODE
LOWelectron/preload.ts117function ensureNativeVideoExportWriteResultListener() {CODE
LOWelectron/preload.ts152function settleNativeVideoExportPendingRequests(CODE
LOWelectron/navigationPolicy.ts11export function shouldHardenWebContentsType(type: ReturnType<WebContents["getType"]>): boolean {CODE
LOWelectron/navigationPolicy.ts90export function createWillNavigateHandler(CODE
LOWelectron/navigationPolicy.ts113export function createWillRedirectHandler() {CODE
LOWelectron/navigationPolicy.ts132export function hardenWebContentsNavigation(CODE
LOWelectron/hudOverlayBounds.ts16export function getHudOverlayWindowBounds(CODE
LOWelectron/hudOverlayBounds.ts41export function shouldExpandHudOverlayFallback({CODE
LOWelectron/hudOverlayBounds.ts53export function resizeHudOverlayFallbackBounds(CODE
LOWelectron/gpuSwitches.ts7function normalizeLinuxWindowSystem(value: string | undefined): "wayland" | "x11" | null {CODE
LOWelectron/gpuSwitches.ts16function getForcedLinuxWindowSystem(env: NodeJS.ProcessEnv): "wayland" | "x11" | null {CODE
LOWelectron/mediaTypes.ts21export function isSupportedLocalMediaPath(filePath: string): boolean {CODE
LOWelectron/extensions/errorUtils.ts7export function formatMarketplaceHttpError({CODE
LOWelectron/extensions/extensionLoader.ts38function getBuiltinExtensionsDirectory(): string {CODE
LOWelectron/extensions/extensionLoader.ts45function getExtensionStateFilePath(): string {CODE
LOWelectron/extensions/extensionLoader.ts49function isPersistedExtensionStatus(value: unknown): value is PersistedExtensionStatus {CODE
LOWelectron/extensions/extensionLoader.ts53async function readPersistedExtensionStatuses(): Promise<Record<string, PersistedExtensionStatus>> {CODE
475 more matches not shown…
Decorative Section Separators23 hits · 96 pts
SeverityFileLineSnippetContext
MEDIUMelectron/preload.ts987 // ── Extensions ──────────────────────────────────────────────────────COMMENT
MEDIUMelectron/preload.ts998 // ── Extensions — Marketplace ────────────────────────────────────────COMMENT
MEDIUMelectron/preload.ts1012 // ── Extensions — Admin Review ───────────────────────────────────────COMMENT
MEDIUMelectron/extensions/extensionIpc.ts116 // ── Marketplace ─────────────────────────────────────────────────────COMMENT
MEDIUMelectron/extensions/extensionIpc.ts163 // ── Admin Review System ─────────────────────────────────────────────COMMENT
MEDIUMelectron/ipc/state.ts13// ── Source selection ──────────────────────────────────────────────────────────COMMENT
MEDIUMelectron/ipc/state.ts16// ── Project / video state ─────────────────────────────────────────────────────COMMENT
MEDIUMelectron/ipc/state.ts21// ── Security: approved read paths ─────────────────────────────────────────────COMMENT
MEDIUMelectron/ipc/state.ts24// ── Native macOS capture ──────────────────────────────────────────────────────COMMENT
MEDIUMelectron/ipc/state.ts34// ── Native cursor monitor ─────────────────────────────────────────────────────COMMENT
MEDIUMelectron/ipc/state.ts38// ── Windows native capture ────────────────────────────────────────────────────COMMENT
MEDIUMelectron/ipc/state.ts50// ── Diagnostics ───────────────────────────────────────────────────────────────COMMENT
MEDIUMelectron/ipc/state.ts53// ── FFmpeg capture ────────────────────────────────────────────────────────────COMMENT
MEDIUMelectron/ipc/state.ts59// ── Recordings directory ──────────────────────────────────────────────────────COMMENT
MEDIUMelectron/ipc/state.ts63// ── System cursor assets cache ────────────────────────────────────────────────COMMENT
MEDIUMelectron/ipc/state.ts67// ── Countdown ─────────────────────────────────────────────────────────────────COMMENT
MEDIUMelectron/ipc/state.ts73// ── Cursor visual type ────────────────────────────────────────────────────────COMMENT
MEDIUMelectron/ipc/state.ts76// ── Cursor telemetry ──────────────────────────────────────────────────────────COMMENT
MEDIUMelectron/ipc/state.ts91// ── Native macOS window source cache ─────────────────────────────────────────COMMENT
MEDIUMelectron/ipc/state.ts95// ── Native video export ───────────────────────────────────────────────────────COMMENT
MEDIUMelectron/ipc/state.ts102// ── Native helper migration ───────────────────────────────────────────────────COMMENT
MEDIUMelectron/ipc/state.ts105// ── Cursor interaction capture types ─────────────────────────────────────────COMMENT
MEDIUMelectron/ipc/state.ts108// ── Setters (for modules that need to reassign exported lets) ─────────────────COMMENT
Fake / Example Data11 hits · 11 pts
SeverityFileLineSnippetContext
LOWsrc/i18n/locales/it/extensions.json43 "placeholder": "Cerca estensioni...",CODE
LOWsrc/i18n/locales/ru/extensions.json43 "placeholder": "Поиск расширений...",CODE
LOWsrc/i18n/locales/zh-CN/extensions.json43 "placeholder": "搜索扩展...",CODE
LOWsrc/i18n/locales/zh-TW/extensions.json43 "placeholder": "搜尋擴充功能...",CODE
LOWsrc/i18n/locales/pt-BR/extensions.json43 "placeholder": "Buscar extensões...",CODE
LOWsrc/i18n/locales/nl/extensions.json43 "placeholder": "Extensies zoeken...",CODE
LOWsrc/i18n/locales/de/extensions.json43 "placeholder": "Erweiterungen suchen...",CODE
LOWsrc/i18n/locales/ko/extensions.json43 "placeholder": "확장 프로그램 검색...",CODE
LOWsrc/i18n/locales/fr/extensions.json43 "placeholder": "Rechercher des extensions...",CODE
LOWsrc/i18n/locales/es/extensions.json43 "placeholder": "Buscar extensiones...",CODE
LOWsrc/i18n/locales/en/extensions.json43 "placeholder": "Search extensions...",CODE
Over-Commented Block10 hits · 10 pts
SeverityFileLineSnippetContext
LOWelectron/main.ts1101 return;COMMENT
LOWelectron/native/windows-capture/src/main.cpp1#include "dxgi_session.h"COMMENT
LOWelectron/native/wgc-capture/src/wgc_session.cpp1#include "wgc_session.h"COMMENT
LOWelectron/native/wgc-capture/src/mf_encoder.cpp1#include "mf_encoder.h"COMMENT
LOWelectron/native/wgc-capture/src/main.cpp1#include "wgc_session.h"COMMENT
LOWelectron/native/wgc-capture/src/wgc_session.h1#pragma onceCOMMENT
LOWelectron/native/gpu-export-probe/src/main.cpp1#define NOMINMAXCOMMENT
LOWelectron/native/gpu-export-probe/src/main.cpp21#include <memory>COMMENT
LOWelectron/ipc/project/manager.ts61 // Canonicalize so a symlink placed under an allowed prefix can't smuggle in aCOMMENT
LOWsrc/vite-env.d.ts1/// <reference types="vite/client" />COMMENT
Slop Phrases1 hit · 2 pts
SeverityFileLineSnippetContext
MEDIUM.github/workflows/antislop.yml42 as an AI language modelCODE
Verbosity Indicators1 hit · 2 pts
SeverityFileLineSnippetContext
LOWsrc/lib/exporter/frameRenderer.ts2222 // Step 1: Draw background layer (with optional blur, not affected by zoom)COMMENT
Structural Annotation Overuse1 hit · 2 pts
SeverityFileLineSnippetContext
LOWsrc/lib/exporter/frameRenderer.ts2222 // Step 1: Draw background layer (with optional blur, not affected by zoom)COMMENT