0.6

Adjusted Signal

0.6

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

96.8K

Stars

Dart

Language

223.3K

Lines of Code

759

Files

119

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 2.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 118 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 0 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

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

PR Review Velocity Impact 2.7/100 · LOW

Which changes need focused human review? 119 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 117

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 119 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 Block115 hits · 115 pts

Severity	File	Line	Snippet	Context
LOW	app/test/mocks.mocks.dart	21	import 'package:shared_preferences/shared_preferences.dart' as _i15;	COMMENT
LOW	app/linux/flutter/generated_plugin_registrant.h	1	//	COMMENT
LOW	app/lib/provider/network/webrtc/webrtc_receiver.dart	141	class _InitSessionState extends ReduxAction<WebRTCReceiveService, WebRTCReceiveState> {	COMMENT
LOW	app/lib/provider/network/webrtc/webrtc_receiver.dart	161	// desiredName: null,	COMMENT
LOW	app/lib/gen/strings_en.g.dart	1	///	COMMENT
LOW	app/lib/gen/strings.g.dart	941	);	COMMENT
LOW	app/lib/gen/strings.g.dart	961	/// All widgets using this method will trigger a rebuild when locale changes.	COMMENT
LOW	app/lib/model/state/settings_state.mapper.dart	181	#alias: _f$alias,	COMMENT
LOW	…b/model/state/server/receive_session_state.mapper.dart	81	#sessionId: _f$sessionId,	COMMENT
LOW	app/lib/model/state/send/send_session_state.mapper.dart	81	final MappableFields<SendSessionState> fields = const {	COMMENT
LOW	app/lib/pages/tabs/settings_tab_vm.mapper.dart	181	mode: FieldMode.member,	COMMENT
LOW	app/windows/runner/utils.h	1	#ifndef RUNNER_UTILS_H_	COMMENT
LOW	app/windows/runner/win32_window.cpp	1	#include "win32_window.h"	COMMENT
LOW	app/windows/runner/resource.h	1	//{{NO_DEPENDENCIES}}	COMMENT
LOW	app/windows/runner/winrt_ext.cpp	1	#include "winrt_ext.h"	COMMENT
LOW	app/windows/flutter/generated_plugin_registrant.h	1	//	COMMENT
LOW	cli/src/picker.rs	21	/// (or descends into the highlighted directory), Esc clears the filter or	COMMENT
LOW	support/scripts/compile_android_apk.sh	1	# This apk script is written in a way to conform with "Reproducible Builds" by F-Droid	COMMENT
LOW	packages/core/src/crypto/cert.rs	21	/// Generates a new device identity, used for both the HTTP server and client	COMMENT
LOW	packages/core/src/util/filename.rs	21		COMMENT
LOW	packages/core/src/discovery/store.rs	41	/// A [`DiscoveredDevice`] as kept in the store.	COMMENT
LOW	packages/core/src/discovery/mod.rs	21	use tokio::sync::{mpsc, oneshot};	COMMENT
LOW	packages/core/src/discovery/mod.rs	81	/// [`StatefulDevice::logs`]; the accumulated state is read from	COMMENT
LOW	packages/core/src/discovery/mod.rs	221	impl DiscoveryHandle {	COMMENT
LOW	packages/core/src/discovery/mod.rs	241	/// Discovery then neither hears nor sends announcements; it still learns	COMMENT
LOW	packages/core/src/discovery/mod.rs	381	/// Sets whether announcements of other devices are answered with a	COMMENT
LOW	packages/core/src/http/dto_v2.rs	81	/// Whether the download API (sections 5.2, 5.3) is active.	COMMENT
LOW	packages/core/src/http/dto_v2.rs	121	/// Used when the sender provides files for others to download.	COMMENT
LOW	packages/core/src/http/server/web.rs	21	use tokio_stream::StreamExt;	COMMENT
LOW	packages/core/src/http/server/web.rs	41		COMMENT
LOW	packages/core/src/http/server/web.rs	101	#[derive(Default)]	COMMENT
LOW	packages/core/src/http/server/web.rs	121	/// asset embedded at compile time, so applications only provide the pages	COMMENT
LOW	packages/core/src/http/server/mod.rs	141	/// The task running the accept loops. Completes after a stop has been	COMMENT
LOW	packages/core/src/http/server/mod.rs	181	}	COMMENT
LOW	packages/core/src/http/server/v2.rs	41		COMMENT
LOW	packages/core/src/http/server/v2.rs	101	/// The `decision_tx` of the [ServerEventV2::PrepareUpload] with the same	COMMENT
LOW	packages/core/src/http/server/v2.rs	161	// On TLS, only trust registrations whose claimed fingerprint is proven	COMMENT
LOW	packages/core/src/http/server/common/save.rs	21	///	COMMENT
LOW	packages/core/src/http/server/common/save.rs	41	///	COMMENT
LOW	packages/core/src/http/server/common/save.rs	61	/// the descriptor, which also covers SAF documents that have no path.	COMMENT
LOW	packages/core/src/http/server/common/save.rs	321	// Drops content beyond the file that was just written, in case the target	COMMENT
LOW	packages/core/src/http/client/scoped_host.rs	1	//! Support for connecting to scoped IPv6 addresses (`fe80::1%3`).	COMMENT
LOW	packages/core/src/http/client/server_cert_verifier.rs	41	reason,	COMMENT
LOW	packages/core/src/http/client/v2.rs	21	/// # Arguments	COMMENT
LOW	packages/core/src/http/client/v2.rs	61		COMMENT
LOW	packages/core/src/http/client/v2.rs	121	///	COMMENT
LOW	packages/core/src/http/client/v2.rs	201		COMMENT
LOW	packages/core/src/http/client/v2.rs	221	/// * `session_id` - Session ID from prepare_upload	COMMENT
LOW	packages/core/src/http/client/v2.rs	301	self.client.post(&url).send().await?;	COMMENT
LOW	packages/core/src/http/client/v2.rs	341	let body = res.json::<InfoResponseDtoV2>().await?;	COMMENT
LOW	packages/core/src/http/client/v2.rs	401	Ok(body)	COMMENT
LOW	packages/core/src/http/client/v2.rs	441	}	COMMENT
LOW	packages/core/src/model/discovery.rs	101	/// Multicast announcement message for UDP discovery (v2.2).	COMMENT
LOW	packages/core/src/model/transfer.rs	21	pub type FileStream = Pin<Box<dyn Stream<Item = Result<Bytes, std::io::Error>> + Send + Sync>>;	COMMENT
LOW	packages/core/src/model/transfer.rs	41		COMMENT
LOW	packages/core/src/webrtc/webrtc.rs	41	/// HASH_METHOD.HASH.SIGN_METHOD.SIGN	COMMENT
LOW	…s/localsend_isolates/test/util/show_instance_test.dart	1	// Regression test for https://github.com/localsend/localsend/issues/3165	COMMENT
LOW	…olates/test/task/server/cancel_session_repro_test.dart	1	// Regression test: the receiver cancels the session mid-transfer (the sender	COMMENT
LOW	packages/localsend_isolates/rust/src/api/discovery.rs	141	/// answering announcements forever (the `SO_REUSEPORT` sockets do not even	COMMENT
LOW	packages/localsend_isolates/rust/src/api/discovery.rs	241	/// discovery is stopped. Can only be listened to once.	COMMENT
55 more matches not shown…

Verbosity Indicators2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	app/lib/gen/strings.g.dart	964	/// Step 1:	COMMENT
LOW	app/lib/gen/strings.g.dart	970	/// Step 2:	COMMENT

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	…rust_builder/cargokit/build_tool/analysis_options.yaml	12	# If you want a smaller set of lints you can change this to specify	COMMENT

Excessive Try-Catch Wrapping1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	app/macos/ShareExtension/Utilities.swift	108	print("Error opening the application: \(error.localizedDescription)")	CODE

localsend/localsend

Open-Source Code Quality, Security and Technical Debt Review