3.5

Adjusted Signal

3.5

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

6.3K

Stars

Rust

Language

184.1K

Lines of Code

1.3K

Files

652

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 16.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 646 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.2/100 · LOW

Are imports declared and package/API names verified? 6 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1 finding(s).

PR Review Velocity Impact 16.3/100 · LOW

Which changes need focused human review? 652 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 2LOW 650

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 652 distinct pattern matches across 4 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 Block643 hits · 637 pts

Severity	File	Line	Snippet	Context
LOW	release-plz.toml	1	[workspace]	COMMENT
LOW	crates/topcoat-view/grammar/src/props.rs	1	use heck::ToSnakeCase;	COMMENT
LOW	crates/topcoat-view/grammar/src/props.rs	41	/// required fields.	COMMENT
LOW	crates/topcoat-view/grammar/src/props.rs	321	#[automatically_derived]	COMMENT
LOW	crates/topcoat-view/grammar/src/component.rs	21	///	COMMENT
LOW	crates/topcoat-view/grammar/src/view/hir/scope.rs	41		COMMENT
LOW	crates/topcoat-view/grammar/src/view/hir/scope.rs	61		COMMENT
LOW	crates/topcoat-view/grammar/src/view/hir/emit.rs	1	use proc_macro2::{Span, TokenStream};	COMMENT
LOW	crates/topcoat-view/grammar/src/view/hir/emit.rs	61	/// Registers the hoisted binding `ident` as a joined unit and splices	COMMENT
LOW	…es/topcoat-view/grammar/src/view/hir/node/component.rs	21	pub ordinal: u32,	COMMENT
LOW	crates/topcoat-view/benches/render.rs	1	//! Micro-benchmarks for [`View::render`].	COMMENT
LOW	crates/topcoat-view/src/format.rs	1	#[cfg(feature = "http")]	COMMENT
LOW	crates/topcoat-view/src/element_id.rs	1	use std::panic::Location;	COMMENT
LOW	crates/topcoat-view/src/element_id.rs	21	/// #[component]	COMMENT
LOW	crates/topcoat-view/src/hoist.rs	61	thread_local! {	COMMENT
LOW	crates/topcoat-view/src/hoist.rs	81		COMMENT
LOW	crates/topcoat-view/src/string.rs	1	use std::ops::Deref;	COMMENT
LOW	crates/topcoat-view/src/string.rs	21		COMMENT
LOW	crates/topcoat-view/src/string.rs	61	///	COMMENT
LOW	crates/topcoat-view/src/props.rs	1	/// A properties struct whose builder checks required fields at compile time.	COMMENT
LOW	crates/topcoat-view/src/buffer.rs	21	pub(crate) use scope::*;	COMMENT
LOW	crates/topcoat-view/src/buffer.rs	61	/// Returns this buffer's unique id.	COMMENT
LOW	crates/topcoat-view/src/view.rs	21	/// An update to a live region, returned by [`View::poll_swap`].	COMMENT
LOW	crates/topcoat-view/src/view.rs	41	/// If it is live, call [`poll_swap`](Self::poll_swap) for region updates	COMMENT
LOW	crates/topcoat-view/src/internal/yielder.rs	81	guard!(DriveInputGuard, DRIVE_INPUT: DriveInput);	COMMENT
LOW	crates/topcoat-view/src/internal/suspense_view.rs	41	/// The fallback went out and the child is still pending. The flag says	COMMENT
LOW	crates/topcoat-view/src/internal/builder.rs	21	Self { cx, parts }	COMMENT
LOW	crates/topcoat-view/src/internal/capture.rs	1	/// Moves a control-flow body's pattern bindings into its nested view.	COMMENT
LOW	crates/topcoat-view/src/html/element.rs	1	use topcoat_core::context::Cx;	COMMENT
LOW	crates/topcoat-view/src/html/attribute.rs	21	value: V,	COMMENT
LOW	crates/topcoat-view/src/html/escape.rs	1	use core::fmt;	COMMENT
LOW	crates/topcoat-view/src/html/escape.rs	21	///	COMMENT
LOW	crates/topcoat-view/src/html/escape.rs	41	AttributeKey,	COMMENT
LOW	crates/topcoat-view/src/html/node.rs	1	use std::borrow::Cow;	COMMENT
LOW	crates/topcoat-view/src/html/node.rs	161		COMMENT
LOW	crates/topcoat-view/src/html/class.rs	1	use std::borrow::Cow;	COMMENT
LOW	crates/topcoat-view/src/html/class.rs	321	///	COMMENT
LOW	crates/topcoat-view/src/html/class.rs	361	// The surrounding class list has already written any separator for	COMMENT
LOW	crates/topcoat-view/src/html/attribute/key.rs	1	use std::{	COMMENT
LOW	crates/topcoat-view/src/html/attribute/attributes.rs	21	map: HashMap<AttributeKey, AttributeValue>,	COMMENT
LOW	crates/topcoat-view/src/html/attribute/value.rs	1	use std::borrow::Cow;	COMMENT
LOW	crates/topcoat-view/src/html/attribute/value.rs	21	/// })	COMMENT
LOW	crates/topcoat-view/src/html/attribute/value.rs	301	#[derive(Debug, Default, Clone)]	COMMENT
LOW	crates/topcoat-view/src/buffer/handle.rs	21	///	COMMENT
LOW	crates/topcoat-view/src/buffer/handle.rs	181	self.render_into(cx, &mut Formatter::new(&mut html));	COMMENT
LOW	crates/topcoat-view/src/buffer/handle.rs	241	}	COMMENT
LOW	crates/topcoat-view/src/buffer/part.rs	41	self.sink.$method(value);	COMMENT
LOW	crates/topcoat-view/src/buffer/part.rs	181	}	COMMENT
LOW	crates/topcoat-view/src/buffer/part.rs	201	/// Use this only for trusted markup. Passing untrusted input defeats the	COMMENT
LOW	crates/topcoat-view/src/buffer/instruction.rs	21	#[non_exhaustive]	COMMENT
LOW	crates/topcoat-view/src/buffer/instruction.rs	41	/// A `u32` rendered as text.	COMMENT
LOW	crates/topcoat-view/src/buffer/instruction.rs	61	/// The string is held as a reference to a `&'static str` so the operand	COMMENT
LOW	crates/topcoat-router/macro/docs/page.md	81	A page doubles as a [component](../view/attr.component.html): calling it inside [`view!`](../view/macro.view.html) rende	COMMENT
LOW	crates/topcoat-router/src/response.rs	21	const TEXT_PLAIN: HeaderValue = HeaderValue::from_static("text/plain; charset=utf-8");	COMMENT
LOW	crates/topcoat-router/src/response.rs	41	///	COMMENT
LOW	crates/topcoat-router/src/response.rs	61	/// }	COMMENT
LOW	crates/topcoat-router/src/response.rs	81	/// conversion needs.	COMMENT
LOW	crates/topcoat-router/src/response.rs	101	}	COMMENT
LOW	crates/topcoat-router/src/page.rs	81		COMMENT
LOW	crates/topcoat-router/src/page.rs	161	}	COMMENT
583 more matches not shown…

Modern AI Meta-Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	crates/topcoat-ui/src/manage/scaffold.rs	9	/// Options for [`scaffold`].	COMMENT
MEDIUM	crates/topcoat-ui/src/manage/scaffold.rs	17	/// A file planned by [`scaffold`].	COMMENT

Fake / Example Data6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	crates/topcoat-l10n/grammar/src/fluent/translate.rs	172	assert_eq!(translate.key.attribute().as_deref(), Some("placeholder"));	CODE
LOW	crates/topcoat-l10n/grammar/src/fluent/common/key.rs	172	r#"password-field."placeholder""#,	CODE
LOW	crates/topcoat-l10n/grammar/src/fluent/common/key.rs	177	("password-field".to_owned(), Some("placeholder".to_owned())),	CODE
LOW	crates/topcoat-l10n/src/fluent/catalog.rs	232	catalog.format(&locale!("de"), "login-input", Some("placeholder"), &[]),	CODE
LOW	crates/topcoat-l10n/src/fluent/catalog.rs	243	.format(&locale!("en"), "login-input", Some("placeholder"), &[])	CODE
LOW	crates/topcoat-l10n/src/fluent/translation.rs	301	test_translation_record!(NAMESPACE, "login-input", Some("placeholder")),	CODE

Hyper-Verbose Identifiers1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	crates/topcoat-runtime/browser/src/dom/view.ts	12	export function isAttributeValueViewParts(	CODE

tokio-rs/topcoat

Open-Source Code Quality, Security and Technical Debt Review