2.0

Adjusted Signal

2.0

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

5.5K

Stars

Dart

Language

499.2K

Lines of Code

3.8K

Files

693

Pattern Hits

2026-10-31

Scan Date

0.01

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 7.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 658 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.8/100 · LOW

Are imports declared and package/API names verified? 33 finding(s).

Agent Over-Engineering Ratio 0.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 80 finding(s).

PR Review Velocity Impact 9.2/100 · LOW

Which changes need focused human review? 693 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 15HIGH 7MEDIUM 48LOW 623

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 693 distinct pattern matches across 18 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 Block486 hits · 486 pts

Severity	File	Line	Snippet	Context
LOW	tools/frb_internal/lib/src/makefile_dart/generate.dart	821	// <script src="enable-threads.js"></script>	COMMENT
LOW	…pure_dart_generator/utils/generator_utils.freezed.dart	1	// GENERATED CODE - DO NOT MODIFY BY HAND	COMMENT
LOW	…pure_dart_generator/utils/generator_utils.freezed.dart	101	/// Callbacks receives the raw object, upcasted.	COMMENT
LOW	…pure_dart_generator/utils/generator_utils.freezed.dart	141	/// It is equivalent to doing:	COMMENT
LOW	…pure_dart_generator/utils/generator_utils.freezed.dart	161	/// As opposed to `map`, this offers destructuring.	COMMENT
LOW	…pple_scaffold/frb_example/flutter_package/pubspec.yaml	21	flutter_test:	COMMENT
LOW	…pple_scaffold/frb_example/flutter_package/pubspec.yaml	61	#	COMMENT
LOW	…pple_scaffold/frb_example/flutter_package/pubspec.yaml	81	# - asset: fonts/TrajanPro.ttf	COMMENT
LOW	frb_dart/lib/src/ffigen_generated/multi_package.dart	21	/// The symbols are looked up with [lookup].	COMMENT
LOW	frb_dart/lib/src/ffigen_generated/multi_package.dart	221	/// application.	COMMENT
LOW	frb_dart/lib/src/ffigen_generated/multi_package.dart	501	ffi.Pointer<	COMMENT
LOW	frb_dart/lib/src/ffigen_generated/multi_package.dart	761	/// Posts a message on some port. The message will contain the	COMMENT
LOW	frb_dart/lib/src/dart_c_object_into_dart/_io.dart	81	//	COMMENT
LOW	frb_dart/lib/src/dart_c_object_into_dart/_io.dart	181	//	COMMENT
LOW	frb_dart/lib/src/utils/single_complete_port.dart	1	import 'dart:async';	COMMENT
LOW	frb_dart/lib/src/utils/single_complete_port.dart	21	/// long it can take before the message is received. If a	COMMENT
LOW	frb_dart/lib/src/utils/single_complete_port.dart	41	) {	COMMENT
LOW	frb_dart/lib/src/utils/single_complete_port.dart	61	// completer.complete(callback(response as P));	COMMENT
LOW	frb_dart/lib/src/utils/single_complete_port.dart	81	// completer.completeError(e, st);	COMMENT
LOW	frb_dart/lib/src/cli/build_web/entrypoint.dart	101	// late String? features;	COMMENT
LOW	frb_dart/lib/src/droppable/_common.dart	1	import 'package:flutter_rust_bridge/src/droppable/_io.dart'	COMMENT
LOW	…rty/flutter_foundation_serialization/write_buffer.dart	221	assert(!_isDone);	COMMENT
LOW	…rty/flutter_foundation_serialization/write_buffer.dart	241		COMMENT
LOW	…arty/flutter_foundation_serialization/read_buffer.dart	161	Float64List getFloat64List(int length) {	COMMENT
LOW	frb_dart/lib/src/platform_types/_io.dart	41	});	COMMENT
LOW	frb_rust/src/handler/handler.rs	1	use crate::codec::sse::Dart2RustMessageSse;	COMMENT
LOW	frb_rust/src/misc/user_utils.rs	21		COMMENT
LOW	frb_rust/src/misc/manual_impl.rs	41		COMMENT
LOW	frb_rust/src/ffi_binding/io.rs	81	/// Called by Dart's `NativeFinalizer` when its isolate shuts down.	COMMENT
LOW	frb_rust/src/thread_pool/io.rs	41	// ///	COMMENT
LOW	frb_rust/src/thread_pool/io.rs	61	// ///	COMMENT
LOW	frb_rust/src/thread_pool/mod.rs	1	#[cfg(feature = "thread-pool")]	COMMENT
LOW	frb_rust/src/web_transfer/mod.rs	1	#[cfg(target_family = "wasm")]	COMMENT
LOW	frb_rust/src/third_party/wasm_bindgen/worker_pool.rs	41	initial.unwrap_or_else(get_wasm_hardware_concurrency),	COMMENT
LOW	frb_rust/src/third_party/wasm_bindgen/worker_pool.rs	161		COMMENT
LOW	frb_rust/src/third_party/wasm_bindgen/worker_pool.rs	201	*reclaim_slot.borrow_mut() = Some(reclaim);	COMMENT
LOW	frb_rust/src/dart_api/dart_api.h	21	#define __STDC_FORMAT_MACROS	COMMENT
LOW	frb_rust/src/dart_api/dart_api.h	41	#define DART_EXPORT DART_EXTERN_C __declspec(dllexport)	COMMENT
LOW	frb_rust/src/dart_api/dart_api.h	4021	// symbol names in the objects are given by the '...AsmSymbol' definitions.	COMMENT
LOW	frb_rust/src/dart_api/dart_embedder_api.h	1	// Copyright (c) 2018, the Dart project authors. Please see the AUTHORS file	COMMENT
LOW	frb_rust/src/dart_api/dart_api_dl.h	121	F(Dart_UpdateExternalSize, void, \	COMMENT
LOW	frb_rust/src/dart_api/dart_api_dl.h	141	//	COMMENT
LOW	frb_rust/src/dart_api/bin/dart_io_api.h	61		COMMENT
LOW	frb_rust/src/dart_opaque/boxes/dart_isolate_box.rs	41	/// We can safely implement Send/Sync because `AutoDropDartPersistentHandle` is a Dart VM object	COMMENT
LOW	frb_rust/src/rust_async/mod.rs	1	#[cfg(feature = "rust-async")]	COMMENT
LOW	frb_example/dart_minimal/frb_generated.h	1	// Nothing when using full_dep=false mode	COMMENT
LOW	frb_example/flutter_package/pubspec.yaml	21	flutter_test:	COMMENT
LOW	frb_example/flutter_package/pubspec.yaml	61	#	COMMENT
LOW	frb_example/flutter_package/pubspec.yaml	81	# - asset: fonts/TrajanPro.ttf	COMMENT
LOW	frb_example/flutter_package/example/pubspec.yaml	1	name: flutter_package_example	COMMENT
LOW	frb_example/flutter_package/example/pubspec.yaml	21	environment:	COMMENT
LOW	frb_example/flutter_package/example/pubspec.yaml	61		COMMENT
LOW	frb_example/flutter_package/example/pubspec.yaml	81	# To add custom fonts to your application, add a fonts section here,	COMMENT
LOW	…_example/flutter_package/example/analysis_options.yaml	21		COMMENT
LOW	…ge/example/linux/flutter/generated_plugin_registrant.h	1	//	COMMENT
LOW	…example/flutter_package/example/windows/runner/utils.h	1	#ifndef RUNNER_UTILS_H_	COMMENT
LOW	…lutter_package/example/windows/runner/win32_window.cpp	1	#include "win32_window.h"	COMMENT
LOW	…mple/flutter_package/example/windows/runner/resource.h	1	//{{NO_DEPENDENCIES}}	COMMENT
LOW	…/example/windows/flutter/generated_plugin_registrant.h	1	//	COMMENT
LOW	…tter_package/cargokit/build_tool/analysis_options.yaml	1	# This is copied from Cargokit (which is the official way to use it currently)	COMMENT
426 more matches not shown…

Hallucination Indicators15 hits · 150 pts

Severity	File	Line	Snippet	Context
CRITICAL	tools/frb_internal/lib/src/makefile_dart/consts.dart	154	pwd: Directory.current.parent.parent.uri.toFilePath(),	CODE
CRITICAL	frb_example/pure_dart/rust/src/api/lifetimeable.rs	170	self.field.field.sub.value.clone()	CODE
CRITICAL	frb_example/pure_dart/rust/src/api/lifetimeable.rs	175	self.field.field.sub.value.clone()	CODE
CRITICAL	…t/rust/src/api/pseudo_manual/lifetimeable_twin_sync.rs	179	self.field.field.sub.value.clone()	CODE
CRITICAL	…t/rust/src/api/pseudo_manual/lifetimeable_twin_sync.rs	185	self.field.field.sub.value.clone()	CODE
CRITICAL	frb_example/pure_dart_pde/rust/src/api/lifetimeable.rs	172	self.field.field.sub.value.clone()	CODE
CRITICAL	frb_example/pure_dart_pde/rust/src/api/lifetimeable.rs	177	self.field.field.sub.value.clone()	CODE
CRITICAL	…e/rust/src/api/pseudo_manual/lifetimeable_twin_sync.rs	181	self.field.field.sub.value.clone()	CODE
CRITICAL	…e/rust/src/api/pseudo_manual/lifetimeable_twin_sync.rs	187	self.field.field.sub.value.clone()	CODE
CRITICAL	website/v1_mdbook/src/integrate/android_tasks.md	35	if (org.gradle.nativeplatform.platform.internal.DefaultNativePlatform.currentOperatingSystem.isWindows()) {	CODE
CRITICAL	…cs/manual/integrate/06-existing/03-android/01-tasks.md	39	if (org.gradle.nativeplatform.platform.internal.DefaultNativePlatform.currentOperatingSystem.isWindows()) {	CODE
CRITICAL	…rc/library/codegen/parser/mir/parser/ty/enumeration.rs	183	let enu = self.0.inner.enum_parser_info.object_pool.get(&ident);	CODE
CRITICAL	…ry/codegen/parser/mir/sanity_checker/unused_checker.rs	47	MirType::Delegate(MirTypeDelegate::PrimitiveEnum(ty)) => vec![ty.mir.ident.0.name.clone()],	CODE
CRITICAL	…rary/codegen/generator/api_dart/spec_generator/info.rs	158	self.mir.ident.0.name.to_string()	CODE
CRITICAL	…rary/codegen/generator/api_dart/spec_generator/info.rs	265	self.mir.ident.0.name.to_string()	CODE

Hyper-Verbose Identifiers77 hits · 72 pts

Severity	File	Line	Snippet	Context
LOW	tools/find_ios_simulator_udid.py	130	def _parse_ios_runtime_version(runtime: str) -> Optional[str]:	CODE
LOW	tools/vmware_windows/frb_vmware_windows_env.py	109	def resolve_storage_root_config(	CODE
LOW	tools/vmware_windows/frb_vmware_windows_env.py	304	def ensure_storage_root_mounted(storage_root: Path) -> None:	CODE
LOW	tools/vmware_windows/frb_vmware_windows_env.py	562	def windows_bootstrap_powershell_script() -> str:	CODE
LOW⚡	tools/vmware_windows/frb_vmware_windows_env.py	589	def setup_complete_cmd_content() -> str:	STRING
LOW⚡	tools/vmware_windows/frb_vmware_windows_env.py	598	def startup_bootstrap_cmd_content() -> str:	STRING
LOW⚡	tools/vmware_windows/frb_vmware_windows_env.py	607	def startup_bootstrap_script_content() -> str:	STRING
LOW	tools/vmware_windows/frb_vmware_windows_env.py	658	def detach_stale_source_iso_mounts(*, iso_path: Path, mount_prefix: Path) -> None:	CODE
LOW	tools/vmware_windows/frb_vmware_windows_env.py	1066	def ensure_packer_output_ready(context: WindowsVmContext) -> None:	STRING
LOW⚡	tools/vmware_windows/frb_vmware_windows_env.py	1088	def powershell_encoded_command(script: str) -> str:	CODE
LOW⚡	tools/vmware_windows/frb_vmware_windows_env.py	1093	def background_powershell_encoded_command(script: str) -> str:	CODE
LOW⚡	tools/vmware_windows/frb_vmware_windows_env.py	1097	def normalize_guest_command_args(args: list[str]) -> list[str]:	CODE
LOW	tools/vmware_windows/frb_vmware_windows_env.py	1331	def create_worktree_upload_zip(context: WindowsVmContext) -> Path:	CODE
LOW	tools/vmware_windows/frb_vmware_windows_env.py	1350	def should_exclude_upload_path(relative_path: Path) -> bool:	CODE
LOW	tools/vmware_windows/frb_vmware_windows_env.py	1397	def assert_raises_command_error(*, label: str, callback: Callable[[], None]) -> None:	CODE
LOW	…y/src/ohosTest/ets/testrunner/OpenHarmonyTestRunner.ts	13	async function addAbilityMonitorCallback(err: any) {	CODE
LOW	website/src/pages/guides/performance/dashboard.tsx	73	function collectBenchesPerTestCase(entries) {	CODE
LOW	.claude/skills/frb-dev-env/test_frb_dev_env.py	25	def test_validate_publish_credentials_rejects_missing_credentials(	CODE
LOW	.claude/skills/frb-dev-env/test_frb_dev_env.py	52	def test_resolve_publish_credential_paths_respects_pub_cache(	CODE
LOW	.claude/skills/frb-dev-env/test_frb_dev_env.py	67	def test_validate_publish_credentials_accepts_github_token(	CODE
LOW	.claude/skills/frb-dev-env/test_frb_dev_env.py	93	def test_build_docker_run_rm_command_mounts_publish_credentials(	CODE
LOW	.claude/skills/frb-dev-env/test_frb_dev_env.py	149	def test_build_docker_run_rm_command_without_credentials_is_plain() -> None:	CODE
LOW	.claude/skills/frb-dev-env/test_frb_dev_env.py	176	def test_build_tart_guest_proxy_env_from_argument(	CODE
LOW	.claude/skills/frb-dev-env/test_frb_dev_env.py	194	def test_build_tart_guest_proxy_env_from_environment(	CODE
LOW	.claude/skills/frb-dev-env/test_frb_dev_env.py	206	def test_build_tart_guest_proxy_env_rejects_host_without_scheme() -> None:	CODE
LOW	.claude/skills/frb-dev-env/test_frb_dev_env.py	215	def test_tart_shell_command_exports_proxy_env() -> None:	CODE
LOW⚡	.claude/skills/frb-dev-env/frb_dev_env.py	581	def tart_vm_name_for_worktree(worktree_root: Path) -> str:	CODE
LOW⚡	.claude/skills/frb-dev-env/frb_dev_env.py	589	def tart_local_copy_path_for_worktree(worktree_root: Path) -> Path:	CODE
LOW⚡	.claude/skills/frb-dev-env/frb_dev_env.py	593	def validate_tart_local_copy_root(local_copy_root: Path) -> Path:	CODE
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	146	def container_name_for_worktree(worktree_root: Path) -> str:	CODE
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	159	def docker_volume_args_for_roots(*, worktree_root: Path, git_common_root: Path) -> list[str]:	CODE
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	185	def resolve_publish_credential_paths(*, home: Path \| None = None) -> PublishCredentialPaths:	CODE
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	223	def validate_publish_credentials(paths: PublishCredentialPaths) -> None:	CODE
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	246	def check_publish_host_login_status() -> None:	CODE
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	279	def publish_credential_volume_args(paths: PublishCredentialPaths) -> list[str]:	CODE
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	305	def publish_container_environment_args() -> list[str]:	CODE
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	321	def docker_env_passthrough_args(names: list[str]) -> list[str]:	CODE
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	354	def publish_container_bootstrap_script() -> str:	CODE
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	395	def build_docker_run_rm_command(	CODE
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	448	def _expect_publish_credential_paths(	CODE
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	464	def get_android_emulator_adb_host(host: str \| None) -> str:	CODE
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	471	def get_android_emulator_adb_port(port: int \| None) -> int:	CODE
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	731	def build_tart_guest_proxy_env(host_proxy_url: str \| None) -> dict[str, str]:	CODE
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	777	def ensure_tart_host_path_links(*, vm_name: str, worktree_root: Path) -> None:	CODE
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	914	def tart_prepare_ios_integration_test(	CODE
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	938	def build_tart_prepare_ios_integration_test_script(*, flutter_root: Path) -> str:	CODE
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	1687	def tart_prepare_ios_integration_test_command(	CODE
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	1123	def validate_existing_container(*, container_name: str, worktree_root: Path) -> None:	STRING
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	1258	def connect_docker_to_android_emulator(	STRING
LOW	…ude/skills/frb-publish-release/test_release_ci_gate.py	9	def load_release_ci_gate_module() -> Any:	CODE
LOW	…ude/skills/frb-publish-release/test_release_ci_gate.py	23	def test_classify_release_ci_gate_allows_non_release_paths() -> None:	CODE
LOW	…ude/skills/frb-publish-release/test_release_ci_gate.py	48	def test_classify_release_ci_gate_blocks_release_surface_paths() -> None:	CODE
LOW	…ude/skills/frb-publish-release/test_release_ci_gate.py	71	def test_classify_release_ci_gate_allows_empty_diff() -> None:	CODE
LOW	…ude/skills/frb-publish-release/test_release_ci_gate.py	84	def test_format_result_lists_blocked_paths() -> None:	CODE
LOW	.claude/skills/frb-publish-release/release_ci_gate.py	115	def changed_paths_between_refs(	CODE
LOW	…de/skills/frb-write-changelog/test_verify_changelog.py	9	def load_verify_changelog_module() -> Any:	CODE
LOW	…de/skills/frb-write-changelog/test_verify_changelog.py	23	def test_verify_changelog_accepts_complete_section_with_grouped_prs() -> None:	CODE
LOW	…de/skills/frb-write-changelog/test_verify_changelog.py	61	def test_verify_changelog_reports_missing_extra_and_duplicate_pr_numbers() -> None:	STRING
LOW	…de/skills/frb-write-changelog/test_verify_changelog.py	96	def test_verify_changelog_reports_thanks_attribution_problems() -> None:	STRING
LOW	…de/skills/frb-write-changelog/test_verify_changelog.py	131	def test_verify_changelog_accepts_duplicate_thanks_author() -> None:	STRING
17 more matches not shown…

Slop Phrases24 hits · 72 pts

Severity	File	Line	Snippet	Context
MEDIUM	frb_example/flutter_package/example/pubspec.yaml	66	# included with your application, so that you can use the icons in	COMMENT
MEDIUM	frb_example/flutter_package/rust/src/api/simple.rs	8	// Default utilities - feel free to customize	COMMENT
MEDIUM	…tter_package/cargokit/build_tool/analysis_options.yaml	12	# If you want a smaller set of lints you can change this to specify	COMMENT
MEDIUM	…_example/flutter_via_create_native_assets/pubspec.yaml	62	# included with your application, so that you can use the icons in	COMMENT
MEDIUM	…lutter_via_create_native_assets/rust/src/api/simple.rs	8	// Default utilities - feel free to customize	COMMENT
MEDIUM	frb_example/rust_ui_counter/ui/pubspec.yaml	64	# included with your application, so that you can use the icons in	COMMENT
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
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
MEDIUM	frb_example/flutter_via_integrate/pubspec.yaml	62	# included with your application, so that you can use the icons in	COMMENT
MEDIUM	…b_example/flutter_via_integrate/rust/src/api/simple.rs	8	// Default utilities - feel free to customize	COMMENT
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
MEDIUM	…ample/flutter_via_integrate_native_assets/pubspec.yaml	62	# included with your application, so that you can use the icons in	COMMENT
MEDIUM	…ter_via_integrate_native_assets/rust/src/api/simple.rs	8	// Default utilities - feel free to customize	COMMENT
MEDIUM	frb_example/flutter_via_create/pubspec.yaml	62	# included with your application, so that you can use the icons in	COMMENT
MEDIUM	frb_example/flutter_via_create/rust/src/api/simple.rs	8	// Default utilities - feel free to customize	COMMENT
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
MEDIUM	frb_example/integrate_third_party/pubspec.yaml	61	# included with your application, so that you can use the icons in	COMMENT
MEDIUM	…b_example/integrate_third_party/rust/src/api/simple.rs	7	// Default utilities - feel free to customize	COMMENT
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
MEDIUM	…ple/flutter_package_native_assets/example/pubspec.yaml	66	# included with your application, so that you can use the icons in	COMMENT
MEDIUM	…e/flutter_package_native_assets/rust/src/api/simple.rs	8	// Default utilities - feel free to customize	COMMENT
MEDIUM	frb_example/rust_ui_todo_list/ui/pubspec.yaml	64	# included with your application, so that you can use the icons in	COMMENT
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
MEDIUM	…red/shared/REPLACE_ME_RUST_CRATE_DIR/src/api/simple.rs	8	// Default utilities - feel free to customize	COMMENT

Structural Annotation Overuse29 hits · 50 pts

Severity	File	Line	Snippet	Context
LOW	…_example/pure_dart/test/multi_initialization_test.dart	28	// Step 1: Initialize once and confirm ordinary calls work before restart.	COMMENT
LOW⚡	…_example/pure_dart/test/multi_initialization_test.dart	41	// Step 2: Dispose Dart-side state to mimic hot restart teardown.	COMMENT
LOW⚡	…_example/pure_dart/test/multi_initialization_test.dart	44	// Step 3: Initialize again and verify both calls and logging use the new state.	COMMENT
LOW⚡	…_example/pure_dart/test/multi_initialization_test.dart	53	// Step 4: Exercise the platform console fallback path without asserting	COMMENT
LOW	…mple/pure_dart_pde/test/multi_initialization_test.dart	30	// Step 1: Initialize once and confirm ordinary calls work before restart.	COMMENT
LOW⚡	…mple/pure_dart_pde/test/multi_initialization_test.dart	43	// Step 2: Dispose Dart-side state to mimic hot restart teardown.	COMMENT
LOW⚡	…mple/pure_dart_pde/test/multi_initialization_test.dart	46	// Step 3: Initialize again and verify both calls and logging use the new state.	COMMENT
LOW⚡	…mple/pure_dart_pde/test/multi_initialization_test.dart	55	// Step 4: Exercise the platform console fallback path without asserting	COMMENT
LOW	.claude/skills/frb-add-contributor/SKILL.md	10	## Step 1: Find the correct source PRs	COMMENT
LOW	.claude/skills/frb-add-contributor/SKILL.md	27	## Step 2: Stop for human confirmation	COMMENT
LOW	.claude/skills/frb-add-contributor/SKILL.md	41	## Step 3: Prepare `.all-contributors-custom.yaml` and stop for human input	COMMENT
LOW	.claude/skills/frb-add-contributor/SKILL.md	74	## Step 4: Trigger all-contributors	COMMENT
LOW	.claude/skills/frb-add-contributor/SKILL.md	88	## Step 5: Validate contributor metadata	COMMENT
LOW	.claude/skills/frb-add-contributor/SKILL.md	103	## Step 6: Regenerate contributor output	COMMENT
LOW	.claude/skills/frb-add-contributor/SKILL.md	125	## Step 7: Resolve merge conflicts in contributor PRs	COMMENT
LOW	.claude/skills/frb-add-contributor/SKILL.md	151	## Step 8: Merge the contributor PRs	COMMENT
LOW	.claude/skills/frb-add-contributor/SKILL.md	165	## Step 9: Final verification	COMMENT
LOW⚡	.claude/skills/frb-write-changelog/SKILL.md	8	## Step 1: Inspect `CHANGELOG.md`	COMMENT
LOW⚡	.claude/skills/frb-write-changelog/SKILL.md	17	## Step 2: Identify the previous release tag	COMMENT
LOW⚡	.claude/skills/frb-write-changelog/SKILL.md	27	## Step 3: Collect merged PRs	COMMENT
LOW	.claude/skills/frb-write-changelog/SKILL.md	38	## Step 4: Filter and normalize	COMMENT
LOW	.claude/skills/frb-write-changelog/SKILL.md	55	## Step 5: Write the section	COMMENT
LOW	.claude/skills/frb-write-changelog/SKILL.md	78	## Step 6: Review the draft	COMMENT
LOW	.claude/skills/frb-write-changelog/SKILL.md	86	## Step 7: Run mechanical verification	COMMENT
LOW	.claude/skills/frb-write-changelog/SKILL.md	110	## Step 8: Ask the user to review ordering	COMMENT
LOW	.claude/skills/frb-write-changelog/SKILL.md	118	## Step 9: Re-verify after human edits	COMMENT
LOW	.claude/skills/frb-write-changelog/SKILL.md	129	## Step 10: Regenerate published-package changelogs	COMMENT
LOW	.claude/skills/frb-fix-codecov/SKILL.md	15	### Step 1: Collect the Codecov Facts	COMMENT
LOW	.claude/skills/frb-fix-codecov/SKILL.md	65	### Step 2: Choose the Fix	COMMENT

Self-Referential Comments11 hits · 33 pts

Severity	File	Line	Snippet	Context
MEDIUM	…pple_scaffold/frb_example/flutter_package/pubspec.yaml	30	# The following section is specific to Flutter packages.	COMMENT
MEDIUM	frb_example/flutter_package/pubspec.yaml	30	# The following section is specific to Flutter packages.	COMMENT
MEDIUM	frb_example/flutter_package/example/pubspec.yaml	62	# The following section is specific to Flutter packages.	COMMENT
MEDIUM	…_example/flutter_via_create_native_assets/pubspec.yaml	58	# The following section is specific to Flutter packages.	COMMENT
MEDIUM	frb_example/rust_ui_counter/ui/pubspec.yaml	60	# The following section is specific to Flutter packages.	COMMENT
MEDIUM	frb_example/flutter_via_integrate/pubspec.yaml	58	# The following section is specific to Flutter packages.	COMMENT
MEDIUM	…ample/flutter_via_integrate_native_assets/pubspec.yaml	58	# The following section is specific to Flutter packages.	COMMENT
MEDIUM	frb_example/flutter_via_create/pubspec.yaml	58	# The following section is specific to Flutter packages.	COMMENT
MEDIUM	frb_example/integrate_third_party/pubspec.yaml	58	# The following section is specific to Flutter packages.	COMMENT
MEDIUM	…ple/flutter_package_native_assets/example/pubspec.yaml	62	# The following section is specific to Flutter packages.	COMMENT
MEDIUM	frb_example/rust_ui_todo_list/ui/pubspec.yaml	60	# The following section is specific to Flutter packages.	COMMENT

Modern AI Meta-Vocabulary10 hits · 30 pts

Severity	File	Line	Snippet	Context
MEDIUM	README.md	427	* [mcmah309](https://github.com/mcmah309): Add cli plugin scaffold generation.	COMMENT
MEDIUM	…al/lib/src/makefile_dart/integrate_apple_scaffold.dart	6	// Linux-side raw create/integrate does not preserve the checked-in Apple scaffold.	COMMENT
MEDIUM	…al/lib/src/makefile_dart/integrate_apple_scaffold.dart	10	// Apple scaffold as source-of-truth, and explicitly apply it before diff	COMMENT
MEDIUM	frb_dart/README.md	427	* [mcmah309](https://github.com/mcmah309): Add cli plugin scaffold generation.	COMMENT
MEDIUM	frb_rust/README.md	427	* [mcmah309](https://github.com/mcmah309): Add cli plugin scaffold generation.	COMMENT
MEDIUM	website/docs/index.md	434	* [mcmah309](https://github.com/mcmah309): Add cli plugin scaffold generation.	COMMENT
MEDIUM	frb_codegen/README.md	427	* [mcmah309](https://github.com/mcmah309): Add cli plugin scaffold generation.	COMMENT
MEDIUM	frb_codegen/src/binary/commands.rs	302	/// (default) Use Cargokit and generated platform scaffold.	COMMENT
MEDIUM	frb_utils/README.md	427	* [mcmah309](https://github.com/mcmah309): Add cli plugin scaffold generation.	COMMENT
MEDIUM	frb_macros/README.md	427	* [mcmah309](https://github.com/mcmah309): Add cli plugin scaffold generation.	COMMENT

Synthetic Comment Markers4 hits · 25 pts

Severity	File	Line	Snippet	Context
HIGH	frb_dart/lib/src/main_components/entrypoint.dart	15	/// For example, users call `init` on it, and auto-generated code call `api` on it.	COMMENT
HIGH	website/docs/guides/misc-features/dart-code.md	22	... // other auto-generated code	CODE
HIGH	website/docs/guides/miscellaneous/compatibility.md	19	so it is quite hard to not introduce any breaking change between the auto-generated code and the runtime library.	CODE
HIGH	website/docs/guides/how-to/gitignore.md	6	* Auto-generated code (`lib/src/rust/`, `rust/src/frb_generated`, `frb_generated.h`, ...):	COMMENT

Verbosity Indicators8 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	…_example/pure_dart/test/multi_initialization_test.dart	28	// Step 1: Initialize once and confirm ordinary calls work before restart.	COMMENT
LOW⚡	…_example/pure_dart/test/multi_initialization_test.dart	41	// Step 2: Dispose Dart-side state to mimic hot restart teardown.	COMMENT
LOW⚡	…_example/pure_dart/test/multi_initialization_test.dart	44	// Step 3: Initialize again and verify both calls and logging use the new state.	COMMENT
LOW⚡	…_example/pure_dart/test/multi_initialization_test.dart	53	// Step 4: Exercise the platform console fallback path without asserting	COMMENT
LOW	…mple/pure_dart_pde/test/multi_initialization_test.dart	30	// Step 1: Initialize once and confirm ordinary calls work before restart.	COMMENT
LOW⚡	…mple/pure_dart_pde/test/multi_initialization_test.dart	43	// Step 2: Dispose Dart-side state to mimic hot restart teardown.	COMMENT
LOW⚡	…mple/pure_dart_pde/test/multi_initialization_test.dart	46	// Step 3: Initialize again and verify both calls and logging use the new state.	COMMENT
LOW⚡	…mple/pure_dart_pde/test/multi_initialization_test.dart	55	// Step 4: Exercise the platform console fallback path without asserting	COMMENT

Cross-Language Confusion3 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	.claude/skills/frb-dev-env/test_frb_dev_env.py	227	assert "cd /repo/flutter_rust_bridge && exec curl -I https://pub.dev" in script	CODE
HIGH	.claude/skills/frb-dev-env/frb_dev_env.py	377	'chmod -R u+w "$HOME" "$CARGO_HOME" 2>/dev/null \|\| true',	CODE
HIGH	.claude/skills/frb-dev-env/frb_dev_env.py	792	' if ! mount \| grep -F " on $mount_point " >/dev/null; then',	CODE

AI Slop Vocabulary3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	…codegen/src/library/utils/dart_repository/dart_repo.rs	371	// but make sure we are robust to different inputs	COMMENT
MEDIUM	…library/codegen/parser/mir/parser/ty/enum_or_struct.rs	211	// For third party crates, if a struct is not public, then it is impossible to utilize it,	COMMENT
MEDIUM	…egen/parser/mir/parser/ty/rust_auto_opaque_implicit.rs	140	// Currently only via simple regex; can utilize syn tree later	COMMENT

Unused Imports9 hits · 8 pts

Severity	File	Line	Context
LOW	tools/vmware_windows/frb_vmware_windows_env.py	2	CODE
LOW	.claude/skills/frb-dev-env/test_frb_dev_env.py	1	CODE
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	5	CODE
LOW	…ude/skills/frb-publish-release/test_release_ci_gate.py	1	CODE
LOW	.claude/skills/frb-publish-release/release_ci_gate.py	5	CODE
LOW	…de/skills/frb-write-changelog/test_verify_changelog.py	1	CODE
LOW	.claude/skills/frb-write-changelog/verify_changelog.py	5	CODE
LOW	…kills/frb-categorize-code-diff/categorize_code_diff.py	6	CODE
LOW	.claude/skills/frb-fix-codecov/codecov_analyzer.py	1	CODE

Fake / Example Data6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	website/v1_mdbook/src/set_up_from_scratch.md	37	5. Last but not least, add a never-to-be-executed dummy function in Swift that calls any of the generated C bindings. Th	CODE
LOW	…al/miscellaneous/92-archived/03-set-up-from-scratch.md	37	5. Last but not least, add a never-to-be-executed dummy function in Swift that calls any of the generated C bindings. Th	CODE
LOW	website/docs/guides/miscellaneous/upgrade/v2.md	79	3. Remove the `print("dummy_value=\(dummy_method_to_enforce_bundling())");` line in `ios/Runner/AppDelegate.swift` if	CODE
LOW	.claude/skills/frb-dev-env/test_frb_dev_env.py	79	monkeypatch.setenv("GH_TOKEN", "dummy-token")	CODE
LOW	.claude/skills/frb-dev-env/test_frb_dev_env.py	99	monkeypatch.setenv("GH_TOKEN", "dummy-token")	CODE
LOW	.claude/skills/frb-dev-env/test_frb_dev_env.py	139	assert "dummy-token" not in command	CODE

Deep Nesting4 hits · 4 pts

Severity	File	Line	Context
LOW	tools/vmware_windows/frb_vmware_windows_env.py	1577	CODE
LOW	…kills/frb-categorize-code-diff/categorize_code_diff.py	84	CODE
LOW	…kills/frb-categorize-code-diff/categorize_code_diff.py	186	CODE
LOW	…kills/frb-categorize-code-diff/categorize_code_diff.py	217	CODE

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	…ty/lib/src/rust/third_party/web_audio_api/context.dart	589	/// # Example usage	COMMENT

Modern Structural Boilerplate1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	.claude/skills/frb-fix-codecov/codecov_analyzer.py	14	logger = logging.getLogger(__name__)	CODE

Excessive Try-Catch Wrapping1 hit · 0 pts

Severity	File	Line	Snippet	Context
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	986	except Exception as error:	CODE

AI Structural Patterns1 hit · 0 pts

Severity	File	Line	Snippet	Context
LOW	.claude/skills/frb-dev-env/frb_dev_env.py	1738		CODE

fzyzcjy/flutter_rust_bridge

Open-Source Code Quality, Security and Technical Debt Review