1.3

Adjusted Signal

1.3

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

4.3K

Stars

Rust

Language

122.6K

Lines of Code

446

Files

150

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 5.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 136 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.7/100 · LOW

Are imports declared and package/API names verified? 14 finding(s).

Agent Over-Engineering Ratio 0.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 9 finding(s).

PR Review Velocity Impact 6.2/100 · LOW

Which changes need focused human review? 150 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 0HIGH 0MEDIUM 3LOW 147

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 150 distinct pattern matches across 6 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.

Over-Commented Block120 hits · 120 pts

Severity	File	Line	Snippet	Context
LOW	Cargo.toml	301	# anyrender_vello = { path = "../anyrender/crates/anyrender_vello" }	COMMENT
LOW	Cargo.toml	321	# [patch.crates-io]	COMMENT
LOW	tests/stylo_usage.rs	1	//! Minimal example of using Stylo	COMMENT
LOW	tests/stylo_usage.rs	21	// };	COMMENT
LOW	tests/stylo_usage.rs	41	// "#;	COMMENT
LOW	tests/stylo_usage.rs	61	// // // handle_reflow	COMMENT
LOW	tests/stylo_usage.rs	81	// // QUIRKS_MODE,	COMMENT
LOW	tests/stylo_usage.rs	101	// // //	COMMENT
LOW	tests/stylo_usage.rs	121	// // );	COMMENT
LOW	tests/stylo_usage.rs	141	// // options: GLOBAL_STYLE_DATA.options.clone(),	COMMENT
LOW	tests/blitz-tests/tests/stale_dirty_descendants.rs	1	//! Hover invalidation must keep working after a restyle which visits a	COMMENT
LOW	tests/blitz-tests/tests/stale_node_mapping.rs	1	//! Regression tests for node removal in `dioxus-native-dom`.	COMMENT
LOW	tests/blitz-tests/tests/oof_dynamic_cb.rs	1	//! Dynamic containing-block changes: when a style change adds or removes a	COMMENT
LOW	tests/blitz-tests/tests/render_blocking_stylesheet.rs	1	//! Regression test for https://github.com/DioxusLabs/blitz/issues/689	COMMENT
LOW	…litz-tests/tests/interaction_state_canonicalization.rs	61	/// A block container with mixed inline/block children: the inline-block span	COMMENT
LOW	tests/blitz-tests/tests/style_property_invalidation.rs	1	//! Styles must be invalidated when the only change since the last re-render	COMMENT
LOW	tests/blitz-tests/tests/interaction_state_teardown.rs	1	//! When a node referenced by interaction state is removed, the usual teardown	COMMENT
LOW	tests/blitz-tests/tests/incremental_oracle.rs	1	//! Equivalence oracle between incremental and non-incremental layout.	COMMENT
LOW	tests/blitz-tests/tests/stale_interaction_state.rs	1	//! Interaction state (hover/active/focus/mousedown) must never retain NodeIds	COMMENT
LOW	tests/blitz-tests/tests/br_trailing_line.rs	1	//! A forced line break (`<br>`) at the end of a block's inline content ends	COMMENT
LOW	wpt/runner/src/net_provider.rs	241	queue: Arc<InternalQueue<T>>,	COMMENT
LOW	wpt/runner/src/test_runners/mod.rs	121	pub fn run_document_scripts(ctx: &ThreadCtx, document: BaseDocument) -> ScriptDocument {	COMMENT
LOW	wpt/runner/src/test_runners/harness_test.rs	21	/// function provided by blitz-vibey-script.	COMMENT
LOW	examples/gradient.rs	61		COMMENT
LOW	examples/transparent/src/main.rs	1	// On Windows do NOT show a console window when opening the app	COMMENT
LOW	examples/assets/clip-path.html	41	#c6 { background: #457b9d; } /* dusty blue */	COMMENT
LOW	packages/blitz-vibey-script/src/lib.rs	1	//! JavaScript execution on top of Blitz	COMMENT
LOW	packages/blitz-vibey-script/src/state.rs	61	/// collections. That is sound because Boa GC handles held outside of the GC	COMMENT
LOW	packages/blitz-vibey-script/src/state.rs	81	/// The clock driving timer deadlines and `Date`	COMMENT
LOW	packages/blitz-vibey-script/src/document.rs	61	let mut mutr = doc.mutate();	COMMENT
LOW	packages/blitz-vibey-script/src/document.rs	101	///	COMMENT
LOW	packages/blitz-vibey-script/src/document.rs	241		COMMENT
LOW	packages/blitz/src/lib.rs	1	#![cfg_attr(docsrs, feature(doc_cfg))]	COMMENT
LOW	packages/blitz/src/lib.rs	21	};	COMMENT
LOW	packages/accesskit_xplat/src/lib.rs	1	// Copyright 2022 The AccessKit Authors. All rights reserved.	COMMENT
LOW	packages/accesskit_xplat/src/lib.rs	21	//! use std::sync::Arc;	COMMENT
LOW	packages/accesskit_xplat/src/lib.rs	41	//!	COMMENT
LOW	packages/accesskit_xplat/src/lib.rs	61	//! /// and before it is handled by the application.	COMMENT
LOW	packages/accesskit_xplat/src/lib.rs	81	//! }	COMMENT
LOW	packages/accesskit_xplat/src/lib.rs	181	/// before the window is shown for the first time. This means that you must	COMMENT
LOW	packages/dioxus-native-dom/src/dioxus_document.rs	41	/// ### Example	COMMENT
LOW	packages/blitz-dom/src/query_selector.rs	61	/// - Ok(Some(node_id)) with the first node ID that matches if one is found	COMMENT
LOW	packages/blitz-dom/src/query_selector.rs	81	let selector_list = self.try_parse_selector_list(selector)?;	COMMENT
LOW	packages/blitz-dom/src/query_selector.rs	141	}	COMMENT
LOW	packages/blitz-dom/src/stylo.rs	1301	// before_change_style: Option<Arc<ComputedValues>>,	COMMENT
LOW	packages/blitz-dom/src/stylo.rs	1441	/// be flushed to the pseudo-element's node - along with the damage they imply -	COMMENT
LOW	packages/blitz-dom/src/stylo.rs	1541	&el.background_images,	COMMENT
LOW	packages/blitz-dom/src/stylo.rs	1561	// let size = mem::size_of::<StyleSharingCandidate<BlitzNode>>();	COMMENT
LOW	packages/blitz-dom/src/net.rs	41	///	COMMENT
LOW	packages/blitz-dom/src/resolve.rs	41	.first_element_child()	COMMENT
LOW	packages/blitz-dom/src/resolve.rs	121	// after layout and transforms so that stacking-context roots created by	COMMENT
LOW	packages/blitz-dom/src/config.rs	21	Parallel,	COMMENT
LOW	packages/blitz-dom/src/config.rs	41	pub net_provider: Option<Arc<dyn NetProvider>>,	COMMENT
LOW	packages/blitz-dom/src/lib.rs	1	//! The core DOM abstraction in Blitz	COMMENT
LOW	packages/blitz-dom/src/lib.rs	21	//! they want.	COMMENT
LOW	packages/blitz-dom/src/tree.rs	21		COMMENT
LOW	packages/blitz-dom/src/selection.rs	1	//! Text selection state and logic for non-input elements.	COMMENT
LOW	packages/blitz-dom/src/stylo_to_kurbo.rs	61	.transform	COMMENT
LOW	packages/blitz-dom/src/document.rs	281	id: usize,	COMMENT
LOW	packages/blitz-dom/src/document.rs	321	/// The Stylo engine	COMMENT
60 more matches not shown…

Fake / Example Data14 hits · 17 pts

Severity	File	Line	Snippet	Context
LOW⚡	examples/inline.rs	18	"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vestibulum consequat scelerisque elit sit amet	CODE
LOW⚡	examples/inline.rs	18	"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vestibulum consequat scelerisque elit sit amet	CODE
LOW⚡	examples/inline.rs	25	"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vestibulum consequat scelerisque elit sit amet	CODE
LOW⚡	examples/inline.rs	25	"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vestibulum consequat scelerisque elit sit amet	CODE
LOW⚡	examples/inline.rs	32	"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vestibulum consequat scelerisque elit sit amet	CODE
LOW⚡	examples/inline.rs	32	"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vestibulum consequat scelerisque elit sit amet	CODE
LOW	examples/assets/float-width.html	31	<p>First paragraph: Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut	CODE
LOW	examples/assets/float-width.html	31	<p>First paragraph: Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut	CODE
LOW	examples/assets/animated_layout.html	48	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nam faucibus tortor orci, nec tempus nisl rhoncus	CODE
LOW	examples/assets/animated_layout.html	48	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nam faucibus tortor orci, nec tempus nisl rhoncus	CODE
LOW	packages/blitz-vibey-script/tests/preact.rs	116	.attr(blitz_dom::local_name!("placeholder"))	CODE
LOW	packages/blitz-vibey-script/src/dom/element.rs	102	"placeholder",	CODE
LOW	…es/blitz-vibey-script/src/dom/element/form_controls.rs	15	attr_getter("placeholder", this, context)	CODE
LOW	…es/blitz-vibey-script/src/dom/element/form_controls.rs	22	attr_setter("placeholder", this, args, context)	CODE

AI Slop Vocabulary4 hits · 10 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/blitz-dom/src/layout/mod.rs	541	// Absolutely positioned children take no part in the table grid. Their	COMMENT
MEDIUM	packages/blitz-dom/src/layout/table.rs	44	/// Absolutely positioned descendants of the table's row groups and rows (and of the	COMMENT
MEDIUM	packages/blitz-dom/src/layout/table.rs	547	// Absolutely positioned boxes are out-of-flow: they are laid out by their containing	COMMENT
LOW	.github/workflows/publish-browser.yml	194	# # Todo: we want `cargo install dx` to actually just use a prebuilt binary instead of building it	COMMENT

Hyper-Verbose Identifiers9 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	.github/scripts/test_wpt_diff_to_pr.py	105	def test_sorted_aligned_and_marked(self):	CODE
LOW	.github/scripts/test_wpt_diff_to_pr.py	117	def test_subtests_changing_in_both_directions(self):	CODE
LOW	.github/scripts/test_wpt_diff_to_pr.py	129	def test_headline_counts_each_direction(self):	CODE
LOW	.github/scripts/test_wpt_diff_to_pr.py	134	def test_headline_counts_subtests(self):	CODE
LOW	.github/scripts/test_wpt_diff_to_pr.py	170	def test_replaces_existing_section(self):	CODE
LOW	.github/scripts/test_wpt_area_changes.py	27	def test_areas_use_only_url_path(self):	CODE
LOW	.github/scripts/test_wpt_area_changes.py	38	def test_variants_remain_distinct_in_area_totals(self):	CODE
LOW	.github/scripts/test_wpt_area_changes.py	50	def test_counts_changed_areas(self):	CODE
LOW	.github/scripts/test_wpt_area_changes.py	61	def test_nested_areas_sort_before_sibling_with_same_prefix(self):	CODE

TODO Padding2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	packages/dioxus-native-dom/src/events.rs	470	// TODO: implement these fields with real values	COMMENT
LOW	packages/blitz-dom/src/stylo.rs	390	// TODO: implement shadow DOM	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	packages/accesskit_xplat/src/lib.rs	13	//! ## Example usage	COMMENT

DioxusLabs/blitz

Open-Source Code Quality, Security and Technical Debt Review