2.6

Adjusted Signal

2.6

Raw Pattern Score

100%

Time Factor

2026-10-23

Last Push

13.2K

Stars

Dart

Language

220.2K

Lines of Code

1.1K

Files

545

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 11.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 537 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.2/100 · LOW

Are imports declared and package/API names verified? 2 finding(s).

Agent Over-Engineering Ratio 0.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 7 finding(s).

PR Review Velocity Impact 12.6/100 · LOW

Which changes need focused human review? 545 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 1HIGH 4MEDIUM 10LOW 530

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 545 distinct pattern matches across 11 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 Block521 hits · 496 pts

Severity	File	Line	Snippet	Context
LOW	pubspec.yaml	121		COMMENT
LOW	…/benchmark/linux/flutter/generated_plugin_registrant.h	1	//	COMMENT
LOW	…ugins/rhttp/benchmark/benchmark/windows/runner/utils.h	1	#ifndef RUNNER_UTILS_H_	COMMENT
LOW	…tp/benchmark/benchmark/windows/runner/win32_window.cpp	1	#include "win32_window.h"	COMMENT
LOW	…ns/rhttp/benchmark/benchmark/windows/runner/resource.h	1	//{{NO_DEPENDENCIES}}	COMMENT
LOW	plugins/rhttp/rhttp/pubspec.yaml	41	flutter:	COMMENT
LOW	plugins/rhttp/rhttp/pubspec.yaml	61	linux:	COMMENT
LOW	plugins/rhttp/rhttp/pubspec.yaml	81	# "family" key with the font family name, and a "fonts" key with a	COMMENT
LOW	plugins/rhttp/rhttp/example/pubspec.yaml	1	name: rhttp_example	COMMENT
LOW	plugins/rhttp/rhttp/example/pubspec.yaml	61		COMMENT
LOW	plugins/rhttp/rhttp/example/pubspec.yaml	81	# list giving the asset and other descriptors for the font. For	COMMENT
LOW	plugins/rhttp/rhttp/example/analysis_options.yaml	21	linter:	COMMENT
LOW	…tp/example/linux/flutter/generated_plugin_registrant.h	1	//	COMMENT
LOW	plugins/rhttp/rhttp/example/windows/runner/utils.h	1	#ifndef RUNNER_UTILS_H_	COMMENT
LOW	…ns/rhttp/rhttp/example/windows/runner/win32_window.cpp	1	#include "win32_window.h"	COMMENT
LOW	plugins/rhttp/rhttp/example/windows/runner/resource.h	1	//{{NO_DEPENDENCIES}}	COMMENT
LOW	…ugins/rhttp/rhttp/rust/third_party/h3/h3/src/stream.rs	401	/// A stream which allows partial reading of the data without data loss.	COMMENT
LOW	…ugins/rhttp/rhttp/rust/third_party/h3/h3/src/config.rs	21		COMMENT
LOW	plugins/rhttp/rhttp/rust/third_party/h3/h3/src/quic.rs	221	}	COMMENT
LOW	plugins/rhttp/rhttp/rust/third_party/h3/h3/src/quic.rs	241	/// for guidance on handling 0-RTT data in HTTP/3.	COMMENT
LOW	plugins/rhttp/rhttp/rust/third_party/h3/h3/src/lib.rs	21	pub use shared_state::{ConnectionState, SharedState};	COMMENT
LOW	…s/rhttp/rhttp/rust/third_party/h3/h3/src/connection.rs	81	control_send: C::SendStream,	COMMENT
LOW	…s/rhttp/rhttp/rust/third_party/h3/h3/src/connection.rs	161	))	COMMENT
LOW	…s/rhttp/rhttp/rust/third_party/h3/h3/src/connection.rs	461	}	COMMENT
LOW	…s/rhttp/rhttp/rust/third_party/h3/h3/src/connection.rs	481	//# Recipients of unknown stream types MUST	COMMENT
LOW	…s/rhttp/rhttp/rust/third_party/h3/h3/src/connection.rs	621	frame @ Frame::Goaway(_)	COMMENT
LOW	…s/rhttp/rhttp/rust/third_party/h3/h3/src/connection.rs	881		COMMENT
LOW	…http/rhttp/rust/third_party/h3/h3/src/tests/request.rs	1221	]	COMMENT
LOW	…ttp/rhttp/rust/third_party/h3/h3/src/server/request.rs	101	});	COMMENT
LOW	…http/rhttp/rust/third_party/h3/h3/src/server/stream.rs	101		COMMENT
LOW	…http/rhttp/rust/third_party/h3/h3/src/server/stream.rs	201	self.inner.send_trailers(trailers).await	COMMENT
LOW	…s/rhttp/rhttp/rust/third_party/h3/h3/src/server/mod.rs	1	//! This module provides methods to create a http/3 Server.	COMMENT
LOW	…s/rhttp/rhttp/rust/third_party/h3/h3/src/server/mod.rs	21	//! // spawn a new task to handle the request	COMMENT
LOW	…/rhttp/rust/third_party/h3/h3/src/server/connection.rs	241	&Frame::Goaway(id) => self.inner.process_goaway(&mut self.recv_closing, id)?,	COMMENT
LOW	…/rhttp/rust/third_party/h3/h3/src/server/connection.rs	321	//= https://www.rfc-editor.org/rfc/rfc9114#section-6.1	COMMENT
LOW	…ttp/rhttp/rust/third_party/h3/h3/src/server/builder.rs	1	//! Builder of HTTP/3 server connections.	COMMENT
LOW	…rhttp/rhttp/rust/third_party/h3/h3/src/qpack/stream.rs	21	// matches the field name of an entry stored in the static or the dynamic	COMMENT
LOW	…rhttp/rhttp/rust/third_party/h3/h3/src/qpack/stream.rs	221	// about the processing of field sections and table updates to ensure consistency	COMMENT
LOW	…http/rhttp/rust/third_party/h3/h3/src/qpack/decoder.rs	601	fields, dyn_ref, ..	COMMENT
LOW	…/rhttp/rhttp/rust/third_party/h3/h3/src/qpack/block.rs	1	use bytes::{Buf, BufMut};	COMMENT
LOW	…/rhttp/rhttp/rust/third_party/h3/h3/src/qpack/block.rs	21	// +---+---+---+---+---+---+---+---+	COMMENT
LOW	…/rhttp/rhttp/rust/third_party/h3/h3/src/qpack/block.rs	41	// +---+---+---+---+---+---+---+---+	COMMENT
LOW	…/rhttp/rhttp/rust/third_party/h3/h3/src/error/error.rs	1	//! This is the public facing error types for the h3 crate	COMMENT
LOW	…/rhttp/rhttp/rust/third_party/h3/h3/src/error/error.rs	61	#[non_exhaustive]	COMMENT
LOW	…ttp/rust/third_party/h3/h3/src/error/internal_error.rs	41	// TODO: Check spec which error code to return when a bad settings frame arrives on a stream which is no	COMMENT
LOW	…http/rhttp/rust/third_party/h3/h3/src/client/stream.rs	21	convert::TryFrom,	COMMENT
LOW	…http/rhttp/rust/third_party/h3/h3/src/client/stream.rs	41	///	COMMENT
LOW	…http/rhttp/rust/third_party/h3/h3/src/client/stream.rs	61	/// out.write_all_buf(&mut chunk).await?;	COMMENT
LOW	…/rhttp/rust/third_party/h3/h3/src/client/connection.rs	41	///	COMMENT
LOW	…/rhttp/rust/third_party/h3/h3/src/client/connection.rs	61	///	COMMENT
LOW	…/rhttp/rust/third_party/h3/h3/src/client/connection.rs	81	/// # where	COMMENT
LOW	…/rhttp/rust/third_party/h3/h3/src/client/connection.rs	261	{	COMMENT
LOW	…/rhttp/rust/third_party/h3/h3/src/client/connection.rs	281	///	COMMENT
LOW	…/rhttp/rust/third_party/h3/h3/src/client/connection.rs	301	/// future::poll_fn(\|cx\| connection.poll_close(cx)).await;	COMMENT
LOW	…/rhttp/rust/third_party/h3/h3/src/client/connection.rs	321	/// # C::RecvStream: Send + 'static,	COMMENT
LOW	…/rhttp/rust/third_party/h3/h3/src/client/connection.rs	341	/// Ok::<(), Box<dyn std::error::Error + Send + Sync>>(())	COMMENT
LOW	…/rhttp/rust/third_party/h3/h3/src/client/connection.rs	401	//= type=TODO	COMMENT
LOW	…ttp/rhttp/rust/third_party/h3/h3/src/client/builder.rs	41		COMMENT
LOW	…p/rhttp/rust/third_party/h3/h3-webtransport/src/lib.rs	1	//! Provides the client and server support for WebTransport sessions.	COMMENT
LOW	…http/rust/third_party/reqwest/examples/json_dynamic.rs	21	.json()	COMMENT
461 more matches not shown…

Cross-File Repetition4 hits · 20 pts

Severity	File	Snippet	Context
HIGH	…t/third_party/h3/.duvet/exceptions/rfc9114/11.2.3.toml	each code of the format 0x1f * n + 0x21 for non-negative integer values of n (that is, 0x21, 0x40, ..., through 0x3fffff	STRING
HIGH	…t/third_party/h3/.duvet/exceptions/rfc9114/11.2.2.toml	each code of the format 0x1f * n + 0x21 for non-negative integer values of n (that is, 0x21, 0x40, ..., through 0x3fffff	STRING
HIGH	…t/third_party/h3/.duvet/exceptions/rfc9114/11.2.4.toml	each code of the format 0x1f * n + 0x21 for non-negative integer values of n (that is, 0x21, 0x40, ..., through 0x3fffff	STRING
HIGH	…t/third_party/h3/.duvet/exceptions/rfc9114/11.2.1.toml	each code of the format 0x1f * n + 0x21 for non-negative integer values of n (that is, 0x21, 0x40, ..., through 0x3fffff	STRING

Self-Referential Comments4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	pubspec.yaml	101	# The following section is specific to Flutter.	COMMENT
MEDIUM	plugins/rhttp/benchmark/generate_png.py	17	# Creating a horizontal bar chart	COMMENT
MEDIUM	plugins/rhttp/rhttp/pubspec.yaml	40	# The following section is specific to Flutter packages.	COMMENT
MEDIUM	plugins/rhttp/rhttp/example/pubspec.yaml	59	# The following section is specific to Flutter packages.	COMMENT

Slop Phrases4 hits · 10 pts

Severity	File	Line	Snippet	Context
MEDIUM	pubspec.yaml	104	# included with your application, so that you can use the icons in	COMMENT
MEDIUM	plugins/rhttp/rhttp/example/pubspec.yaml	63	# included with your application, so that you can use the icons in	COMMENT
LOW	…/rhttp/rust/third_party/h3/h3/src/client/connection.rs	64	/// // Don't forget to end up the request by finishing the send stream.	COMMENT
MEDIUM	…/rhttp/rhttp/cargokit/build_tool/analysis_options.yaml	12	# If you want a smaller set of lints you can change this to specify	COMMENT

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	…ttp/rhttp/rust/third_party/quinn/quinn/src/endpoint.rs	735	.set(this.endpoint.inner.shared.incoming.notified()),	CODE

TODO Padding4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	lib/fluent/component/pixiv_image.dart	199	// // TODO: implement load	COMMENT
LOW	lib/fluent/component/pixiv_image.dart	205	// // TODO: implement obtainKey	COMMENT
LOW	lib/component/pixiv_image.dart	230	// // TODO: implement load	COMMENT
LOW	lib/component/pixiv_image.dart	236	// // TODO: implement obtainKey	COMMENT

Excessive Try-Catch Wrapping2 hits · 4 pts

Severity	File	Line	Snippet	Context
MEDIUM	macos/Runner/MainFlutterWindow.swift	18	print("Error saving image to Photos library:", error?.localizedDescription ?? "")	CODE
MEDIUM	macos/Runner/MainFlutterWindow.swift	29	print("Error saving image to Photos library: \(error.localizedDescription)")	CODE

Example Usage Blocks2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	…http/rust/third_party/reqwest/src/async_impl/client.rs	2460	/// Example usage:	COMMENT
LOW	…/rhttp/rust/third_party/reqwest/src/blocking/client.rs	1215	/// Example usage:	COMMENT

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	…p/rust/third_party/quinn/quinn-proto/src/config/mod.rs	440	/// The QUIC protocol defines a concept of "[address validation][1]". Essentially, one side of a	COMMENT

Unused Imports1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	comment_emoji2map.py	2		CODE

Hyper-Verbose Identifiers1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…y/src/ohosTest/ets/testrunner/OpenHarmonyTestRunner.ts	27	async function addAbilityMonitorCallback(err: any) {	CODE

Notsfsssf/pixez-flutter

Open-Source Code Quality, Security and Technical Debt Review