DioxusLabs/dioxus

5.2

Adjusted Score

5.2

Raw Score

100%

Time Factor

2026-07-11

Last Push

36.7K

Stars

Rust

Language

196.3K

Lines of Code

1.2K

Files

853

Pattern Hits

2026-07-14

Scan Date

0.01

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 12HIGH 1MEDIUM 21LOW 819

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 853 distinct pattern matches across 12 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.

Over-Commented Block788 hits · 764 pts

Severity	File	Line	Snippet	Context
LOW	notes/architecture/11-NATIVE-PLUGIN-FFI.md	41	## Phase 1: The Macro	COMMENT
LOW	examples/01-app-demos/todomvc_store.rs	1	//! The typical TodoMVC app, implemented in Dioxus with stores. Stores let us	COMMENT
LOW	…p-demos/geolocation-native-plugin/src/plugin/models.rs	1	// Copyright 2019-2023 Tauri Programme within The Commons Conservancy	COMMENT
LOW	…p-demos/geolocation-native-plugin/src/plugin/models.rs	21		COMMENT
LOW	…p-demos/geolocation-native-plugin/src/plugin/models.rs	41	///	COMMENT
LOW	…p-demos/geolocation-native-plugin/src/plugin/models.rs	81	/// Accuracy level of the latitude and longitude coordinates in meters.	COMMENT
LOW	…p-demos/geolocation-native-plugin/src/plugin/models.rs	101	pub coords: Coordinates,	COMMENT
LOW	…-app-demos/geolocation-native-plugin/src/plugin/mod.rs	1	#![allow(non_snake_case)]	COMMENT
LOW	…-app-demos/geolocation-native-plugin/src/plugin/mod.rs	21	// Note: Permissions are now declared in Dioxus.toml using the unified manifest system.	COMMENT
LOW	…-app-demos/geolocation-native-plugin/src/plugin/mod.rs	41	///	COMMENT
LOW	…-app-demos/geolocation-native-plugin/src/plugin/mod.rs	141	// =========================================================================	COMMENT
LOW	…rc/ios/widget/Sources/LocationActivityAttributes.swift	1	// Shared ActivityAttributes for Live Activities	COMMENT
LOW	…rc/ios/plugin/Sources/LocationActivityAttributes.swift	1	// Shared ActivityAttributes for Live Activities	COMMENT
LOW	examples/08-apis/logging.rs	1	//! Dioxus ships out-of-the-box with tracing hooks that integrate with the Dioxus-CLI.	COMMENT
LOW	examples/09-reference/rsx_usage.rs	1	//! A tour of the rsx! macro	COMMENT
LOW	examples/09-reference/rsx_usage.rs	21	//!	COMMENT
LOW	examples/06-routing/hash_fragment_state.rs	1	//! This example shows how to use the hash segment to store state in the url.	COMMENT
LOW	examples/06-routing/router.rs	21		COMMENT
LOW	examples/06-routing/router.rs	41	#[route("/:name")]	COMMENT
LOW	examples/06-routing/query_segment_search.rs	1	//! This example shows how to access and use query segments present in an url on the web.	COMMENT
LOW	examples/07-fullstack/handling_errors.rs	1	//! An example of handling errors from server functions.	COMMENT
LOW	examples/07-fullstack/streaming_file_upload.rs	21	// Dioxus provides the `FileStream` type for efficiently uploading files in a streaming fashion.	COMMENT
LOW	examples/07-fullstack/server_sent_events.rs	1	//! This example demonstrates server-sent events (SSE) using Dioxus Fullstack.	COMMENT
LOW	examples/07-fullstack/custom_axum_serve.rs	1	//! This example demonstrates how to use `dioxus::serve` with a custom Axum router.	COMMENT
LOW	examples/07-fullstack/websocket.rs	1	//! This example showcases the built-in websocket functionality in Dioxus Fullstack.	COMMENT
LOW	examples/07-fullstack/streaming.rs	1	//! This example shows how to use the `Streaming<T, E>` type to send streaming responses from the	COMMENT
LOW	examples/07-fullstack/server_functions.rs	1	//! This example is a simple showcase of Dioxus Server Functions.	COMMENT
LOW	examples/07-fullstack/server_functions.rs	21	//! RPC functions but also complex extractors for things like auth, sessions, cookies, and more.	COMMENT
LOW	examples/07-fullstack/server_functions.rs	41	//!	COMMENT
LOW	examples/07-fullstack/server_functions.rs	61	//!	COMMENT
LOW	examples/07-fullstack/server_functions.rs	81	//! #[post("/api/authenticate", auth: AuthCookie)]	COMMENT
LOW	examples/07-fullstack/server_functions.rs	101	//! Middleware will be applied in the order they are specified, and will be applied before any	COMMENT
LOW	examples/07-fullstack/server_functions.rs	201	room_id.map_or("None".to_string(), \|id\| id.to_string()),	COMMENT
LOW	examples/07-fullstack/auth/src/main.rs	1	//! This example showcases how to use the `axum-session-auth` crate with Dioxus fullstack.	COMMENT
LOW	examples/07-fullstack/hello-world/src/main.rs	1	//! A simple hello world example for Dioxus fullstack	COMMENT
LOW	examples/07-fullstack/ssr-only/src/main.rs	1	//! This example showcases how to use Fullstack in a server-side rendering only context.	COMMENT
LOW	examples/03-assets-styling/fonts.rs	1	//! Loading fonts — from a CDN and bundled with the app.	COMMENT
LOW	packages/interpreter/src/ts/native.ts	561	// This function sends the event to the virtualdom and then waits for the virtualdom to process it	COMMENT
LOW	packages/stores-macro/src/lib.rs	1	use proc_macro::TokenStream;	COMMENT
LOW	packages/stores-macro/src/lib.rs	21	/// ### Structs	COMMENT
LOW	packages/stores-macro/src/lib.rs	41	/// // that returns a store scoped to that field.	COMMENT
LOW	packages/stores-macro/src/lib.rs	61	///	COMMENT
LOW	packages/stores-macro/src/lib.rs	81	/// // The store macro creates an extension trait with methods for each variant to check	COMMENT
LOW	packages/stores-macro/src/lib.rs	121	}	COMMENT
LOW	packages/stores-macro/src/lib.rs	141	///	COMMENT
LOW	packages/stores-macro/src/lib.rs	161	/// // with ReadStore<TodoItem>	COMMENT
LOW	packages/asset-resolver/src/native.rs	141	/// Get the asset directory, following tauri/cargo-bundles directory discovery approach	COMMENT
LOW	packages/asset-resolver/src/lib.rs	1	#![warn(missing_docs)]	COMMENT
LOW	packages/asset-resolver/src/lib.rs	21	//! // Bundle the static JSON asset into the application	COMMENT
LOW	packages/asset-resolver/src/lib.rs	41	/// An error that can occur when resolving an asset to a path. Not all platforms can represent assets as paths,	COMMENT
LOW	packages/asset-resolver/src/lib.rs	61	///	COMMENT
LOW	packages/asset-resolver/src/lib.rs	81	/// // Deserialize the JSON data	COMMENT
LOW	packages/asset-resolver/src/lib.rs	101	/// // Read the bytes of the JSON asset	COMMENT
LOW	packages/asset-resolver/src/lib.rs	121	#[non_exhaustive]	COMMENT
LOW	packages/asset-resolver/src/lib.rs	141	/// This function will return an error if the asset cannot be found or if it fails to read which may be due to I/O error	COMMENT
LOW	packages/asset-resolver/src/lib.rs	161	///	COMMENT
LOW	packages/fullstack-server/src/redirect.rs	1	use std::sync::OnceLock;	COMMENT
LOW	packages/fullstack-server/src/index_html.rs	1	use anyhow::Context;	COMMENT
LOW	packages/fullstack-server/src/config.rs	101	/// use dioxus::prelude::*;	COMMENT
LOW	packages/fullstack-server/src/config.rs	121	///	COMMENT
728 more matches not shown…

Hallucination Indicators12 hits · 135 pts

Severity	File	Line	Snippet	Context
CRITICAL	packages/cli/src/serve/server.rs	473	for proxy_config in build.build.config.web.proxy.iter() {	CODE
CRITICAL	packages/cli/src/serve/runner.rs	197	client.build.config.application.tailwind_input.clone(),	CODE
CRITICAL	packages/cli/src/serve/runner.rs	198	client.build.config.application.tailwind_output.clone(),	CODE
CRITICAL	packages/cli/src/serve/runner.rs	1714	self.client.build.config.application.tailwind_input.clone(),	CODE
CRITICAL	packages/cli/src/serve/runner.rs	1715	self.client.build.config.application.tailwind_output.clone(),	CODE
CRITICAL	packages/cli/src/bundler/mod.rs	233	self.build.config.bundle.publisher.as_deref()	CODE
CRITICAL	packages/cli/src/bundler/mod.rs	254	self.build.config.bundle.long_description.as_deref()	CODE
CRITICAL	packages/cli/src/bundler/mod.rs	259	self.build.config.bundle.copyright.as_deref()	CODE
CRITICAL	packages/cli/src/bundler/mod.rs	294	self.build.config.bundle.category.as_deref()	CODE
CRITICAL⚡	packages/cli/src/bundler/mod.rs	415	self.build.config.bundle.deb.clone().unwrap_or_default()	CODE
CRITICAL⚡	packages/cli/src/bundler/mod.rs	420	self.build.config.bundle.macos.clone().unwrap_or_default()	CODE
CRITICAL⚡	packages/cli/src/bundler/mod.rs	425	self.build.config.bundle.windows.clone().unwrap_or_default()	CODE

AI Slop Vocabulary12 hits · 37 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	packages/playwright-tests/wasm-split-harness/run.sh	4	# To hack on harness you need the `wasm-tools` CLI installed	COMMENT
MEDIUM⚡	packages/playwright-tests/wasm-split-harness/run.sh	7	# This script is also sensitive to where it's run from, so you need to be in the harness folder (running as `./run.sh`	COMMENT
MEDIUM⚡	packages/playwright-tests/wasm-split-harness/run.sh	11	# build the harness	COMMENT
MEDIUM	packages/playwright-tests/wasm-split-harness/run.sh	36	# copy the output wasm file to the harness dir	COMMENT
MEDIUM	packages/playwright-tests/wasm-split-harness/run.sh	57	# wasm-tools strip data/harness/split/$path -o data/harness/split/$path --all	COMMENT
MEDIUM	packages/playwright-tests/wasm-split-harness/run.sh	73	# wasm-tools strip data/harness/split/$path -o strip data/harness/split_not/main_bg_opt.wasm --all	COMMENT
MEDIUM	packages/desktop/Cargo.toml	125	# These tests need to be run on the main thread, so they cannot use rust's test harness.	COMMENT
MEDIUM	packages/cli/src/test_harnesses.rs	211	.asrt(r#"dx build @client --package harness-simple-dedicated-client @server --package harness-simple-dedicat	CODE
MEDIUM	packages/cli/src/test_harnesses.rs	219	.asrt(r#"dx build @client --package harness-simple-dedicated-client @server --package harness-simple-dedicat	CODE
MEDIUM	packages/cli/src/config/inline_config.rs	75	// more robust, but this handles the common case)	COMMENT
MEDIUM	packages/rsx/src/component.rs	3	//! Uses the regular robust RsxBlock parser and then validates the component, emitting errors as	COMMENT
LOW	.github/workflows/publish.yml	133	# Todo: we want `cargo install dx` to actually just use a prebuilt binary instead of building it	COMMENT

Decorative Section Separators7 hits · 21 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/subsecond/subsecond/src/lib.rs	597	// ── HOST-STATE-MUTATING SECTION ───────────────────────────────	COMMENT
MEDIUM	.github/workflows/main.yml	30	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/main.yml	35	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/main.yml	62	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/main.yml	64	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/main.yml	92	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/main.yml	94	# ---------------------------------------------------------------------------	COMMENT

Fake / Example Data10 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	examples/06-routing/flat_router.rs	59	p { "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolo	CODE
LOW	examples/06-routing/flat_router.rs	59	p { "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolo	CODE
LOW	examples/07-fullstack/through_reqwest.rs	45	name: "John Doe".into(),	CODE
LOW	examples/07-fullstack/websocket.rs	31	let mut name = use_signal(\|\| "John Doe".to_string());	CODE
LOW	packages/interpreter/src/unified_bindings.rs	75	"{let node = document.createComment('placeholder'); this.stack.push(node); this.nodes[$id$] = node;}"	CODE
LOW	packages/interpreter/src/unified_bindings.rs	152	"{let node = document.createComment('placeholder'); this.stack.push(node);}"	CODE
LOW	packages/interpreter/src/js/core.js	1	function setAttributeInner(node,field,value,ns){if(ns==="style"){node.style.setProperty(field,value);return}if(ns){node.	CODE
LOW	packages/interpreter/src/ts/core.ts	262	const placeholderSplit = id.split("placeholder");	CODE
LOW	packages/web/src/mutations.rs	47	let placeholder = self.document.create_comment("placeholder");	CODE
LOW	…t-tests/cli-optimization/assets/sweetalert2.all.min.js	5	!function(e,t){"object"==typeof exports&&"undefined"!=typeof module?module.exports=t():"function"==typeof define&&define	CODE

Verbosity Indicators7 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	packages/rsx-hotreload/src/last_build_state.rs	146	} // If it is a dynamic segment, we need to check if it exists in the formatted segments pool	CODE
LOW	packages/core/src/diff/component.rs	49	// If there are suspended scopes, we need to check if the scope is suspended before we diff it	COMMENT
LOW	packages/core/src/diff/component.rs	75	// If there are suspended scopes, we need to check if the scope is suspended before we diff it	COMMENT
LOW	packages/stores/src/impls/btreemap.rs	138	// to mark only the existing value as dirty. Instead we need to check if the value already exists	COMMENT
LOW	packages/core-macro/src/props/mod.rs	698	// If this is an optional event handler, we need to check if it's None before we try to update it	COMMENT
LOW	packages/cli/src/serve/runner.rs	377	// If the build is ready, we need to check if we need to pre-render with ssg	COMMENT
LOW	packages/hooks/src/use_after_suspense_resolved.rs	8	// If this is under a suspense boundary, we need to check if it is resolved	COMMENT

Structural Annotation Overuse6 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	packages/signals/src/write.rs	46	/// NOTE: This method is completely safe because borrow checking is done at runtime.	COMMENT
LOW	packages/signals/src/write.rs	285	/// NOTE: This method is completely safe because borrow checking is done at runtime.	COMMENT
LOW	packages/signals/src/read.rs	50	/// NOTE: This method is completely safe because borrow checking is done at runtime.	COMMENT
LOW	packages/signals/src/read.rs	60	/// NOTE: This method is completely safe because borrow checking is done at runtime.	COMMENT
LOW	packages/signals/src/read.rs	98	/// NOTE: This method is completely safe because borrow checking is done at runtime.	COMMENT
LOW	packages/router/src/routable.rs	633	/// NOTE: This method must parse the output of `ToRouteSegments::display_route_segments` into the type `Self`.	COMMENT

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	packages/desktop/src/hooks.rs	90	/// The callback takes a path as requested by the web view, and it should return `Some(response)`	COMMENT

Slop Phrases2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	examples/07-fullstack/login_form.rs	70	/// A static session ID for demonstration purposes. This forces all previous logins to be invalidated	COMMENT
MEDIUM	packages/html/src/attribute_groups.rs	219	#[deprecated(note = "This attribute does nothing. For most renderers, you should prefer calling [`dioxus_core::Event	COMMENT

Hyper-Verbose Identifiers6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	packages/interpreter/src/js/native.js	1	function serializeEvent(event,target){let contents={},extend=(obj)=>contents={...contents,...obj};if(event instanceof Wh	CODE
LOW	packages/interpreter/src/ts/native.ts	566	function handleVirtualdomEventSync(	CODE
LOW	packages/interpreter/src/ts/serialize.ts	131	function toSerializableResizeObserverSize(	CODE
LOW	packages/interpreter/src/ts/serialize.ts	141	export function serializeResizeEventDetail(	CODE
LOW	packages/interpreter/src/ts/serialize.ts	172	export function serializeIntersectionEventDetail(	CODE
LOW	packages/interpreter/src/ts/serialize.ts	495	export function extractSerializedFormValues(event: Event, target: HTMLElement): SerializedFormData {	CODE

Self-Referential Comments1 hit · 4 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	packages/playwright-tests/wasm-split-harness/run.sh	1	# This file is a simple shell script that runs the bundle split process manually without the CLI involved	COMMENT

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	packages/native-dom/src/events.rs	411	// TODO: implement these fields with real values	COMMENT

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings