AI Slop Code Risk Monitor

felangel/bloc

SlopCodeMonitor badge for felangel/bloc Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

A predictable state management library that helps implement the BLoC design pattern

2.7 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for felangel/bloc, a Dart project with 12,489 GitHub stars. SynthScan examined 83,080 lines of code across 1010 source files, recording 147 pattern matches distributed across 7 syntactic categories. The legacy adjusted pattern signal is 2.7 (Low pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

2.7
Adjusted Signal
2.7
Raw Pattern Score
100%
Time Factor
2026-10-31
Last Push
12.5K
Stars
Dart
Language
83.1K
Lines of Code
1.0K
Files
147
Pattern Hits
2026-10-31
Scan Date
0.02
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 8.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 129 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

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

Agent Over-Engineering Ratio 5.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 26 finding(s).

PR Review Velocity Impact 12.9/100 · LOW

Which changes need focused human review? 147 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 16MEDIUM 1LOW 130

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 147 distinct pattern matches across 7 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 Block87 hits · 87 pts
SeverityFileLineSnippetContext
LOWdocs/src/env.d.ts1/// <reference path="../.astro/types.d.ts" />COMMENT
LOWdocs/src/styles/landing.css1:root {COMMENT
LOW…er_weather/linux/flutter/generated_plugin_registrant.h1//COMMENT
LOW…lutter_todos/packages/todos_api/lib/src/todos_api.dart1import 'package:todos_api/todos_api.dart';COMMENT
LOW…tter_todos/packages/todos_api/lib/src/models/todo.dart1import 'package:equatable/equatable.dart';COMMENT
LOW…tter_todos/packages/todos_api/lib/src/models/todo.dart41COMMENT
LOWexamples/flutter_todos/lib/l10n/app_localizations.dart21///COMMENT
LOWexamples/flutter_todos/lib/l10n/app_localizations.dart41/// # Rest of dependenciesCOMMENT
LOWexamples/flutter_todos/lib/l10n/app_localizations.dart101 String get todosOverviewAppBarTitle;COMMENT
LOWexamples/flutter_todos/lib/l10n/app_localizations.dart121 /// Text shown in the filter dropdown of the Todos Overview Page for the option to display completed todos onlyCOMMENT
LOWexamples/flutter_todos/lib/l10n/app_localizations.dart141 /// In en, this message translates to:COMMENT
LOWexamples/flutter_todos/lib/l10n/app_localizations.dart161 String get todosOverviewErrorSnackbarText;COMMENT
LOWexamples/flutter_todos/lib/l10n/app_localizations.dart181 /// Button text shown in the options dropdown of the Todos Overview Page that deletes all completed todosCOMMENT
LOWexamples/flutter_todos/lib/l10n/app_localizations.dart201 /// In en, this message translates to:COMMENT
LOWexamples/flutter_todos/lib/l10n/app_localizations.dart221 String get editTodoTitleLabel;COMMENT
LOWpackages/flutter_bloc/lib/src/repository_provider.dart1import 'package:flutter/widgets.dart';COMMENT
LOWpackages/flutter_bloc/lib/src/repository_provider.dart21/// RepositoryProvider(COMMENT
LOWpackages/flutter_bloc/lib/src/multi_bloc_listener.dart1import 'package:flutter/widgets.dart';COMMENT
LOWpackages/flutter_bloc/lib/src/multi_bloc_listener.dart21/// child: ChildA(),COMMENT
LOWpackages/flutter_bloc/lib/src/multi_bloc_listener.dart41/// ],COMMENT
LOWpackages/flutter_bloc/lib/src/bloc_provider.dart1import 'package:bloc/bloc.dart';COMMENT
LOWpackages/flutter_bloc/lib/src/bloc_provider.dart21/// It automatically handles closing the instance when used with [Create].COMMENT
LOWpackages/flutter_bloc/lib/src/bloc_provider.dart41 this.lazy = true,COMMENT
LOWpackages/flutter_bloc/lib/src/bloc_consumer.dart1import 'package:flutter/foundation.dart';COMMENT
LOWpackages/flutter_bloc/lib/src/bloc_consumer.dart21/// BlocConsumer<BlocA, BlocAState>(COMMENT
LOWpackages/flutter_bloc/lib/src/bloc_consumer.dart41/// they will default to `true`.COMMENT
LOWpackages/flutter_bloc/lib/src/bloc_selector.dart1import 'package:flutter/foundation.dart';COMMENT
LOWpackages/flutter_bloc/lib/src/bloc_selector.dart21/// },COMMENT
LOWpackages/flutter_bloc/lib/src/multi_bloc_provider.dart1import 'package:flutter/widgets.dart';COMMENT
LOWpackages/flutter_bloc/lib/src/multi_bloc_provider.dart21/// child: ChildA(),COMMENT
LOWpackages/flutter_bloc/lib/src/multi_bloc_provider.dart41/// ],COMMENT
LOWpackages/flutter_bloc/lib/src/bloc_listener.dart21/// the [listener] in response to `state` changes in the [bloc].COMMENT
LOWpackages/flutter_bloc/lib/src/bloc_listener.dart41///COMMENT
LOWpackages/flutter_bloc/lib/src/bloc_listener.dart61/// when the [BlocListener] is initialized.COMMENT
LOWpackages/flutter_bloc/lib/src/bloc_builder.dart1import 'package:flutter/foundation.dart';COMMENT
LOWpackages/flutter_bloc/lib/src/bloc_builder.dart21/// Please refer to [BlocListener] if you want to "do" anything in response toCOMMENT
LOWpackages/flutter_bloc/lib/src/bloc_builder.dart41/// builder: (context, state) {COMMENT
LOWpackages/flutter_bloc/lib/src/bloc_builder.dart61/// ```dartCOMMENT
LOWpackages/flutter_bloc/lib/src/bloc_builder.dart101COMMENT
LOW…es/flutter_bloc/lib/src/multi_repository_provider.dart1import 'package:flutter/widgets.dart';COMMENT
LOW…es/flutter_bloc/lib/src/multi_repository_provider.dart21/// child: ChildA(),COMMENT
LOWpackages/bloc_tools/lib/bloc_tools.dart1/// Tools for building applications using theCOMMENT
LOWpackages/bloc_concurrency/lib/src/restartable.dart1import 'package:bloc/bloc.dart';COMMENT
LOWpackages/replay_bloc/lib/src/replay_cubit.dart1import 'dart:collection';COMMENT
LOWpackages/replay_bloc/lib/src/replay_cubit.dart21/// }COMMENT
LOWpackages/replay_bloc/lib/src/replay_bloc.dart21}COMMENT
LOWpackages/replay_bloc/lib/src/replay_bloc.dart41///COMMENT
LOWpackages/angular_bloc/dart_test.yaml1# As of test: ^0.12.32, we can use a common/base dart_test.yaml, which this is.COMMENT
LOWpackages/angular_bloc/lib/src/pipes/bloc_pipe.dart1import 'dart:async';COMMENT
LOWpackages/bloc_test/lib/src/bloc_test.dart1import 'dart:async';COMMENT
LOWpackages/bloc_test/lib/src/bloc_test.dart21/// [seed] is an optional `Function` that returns a stateCOMMENT
LOWpackages/bloc_test/lib/src/bloc_test.dart41/// under test is expected to throw after [act] is executed.COMMENT
LOWpackages/bloc_test/lib/src/bloc_test.dart61/// [blocTest] can optionally be used with a seeded state.COMMENT
LOWpackages/bloc_test/lib/src/bloc_test.dart81/// act: (bloc) {COMMENT
LOWpackages/bloc_test/lib/src/bloc_test.dart101/// );COMMENT
LOWpackages/bloc_test/lib/src/bloc_test.dart121///COMMENT
LOWpackages/bloc_test/lib/src/when_listen.dart1import 'dart:async';COMMENT
LOWpackages/bloc_test/lib/src/when_listen.dart21///COMMENT
LOWpackages/bloc_test/lib/src/mock_bloc.dart1import 'package:bloc/bloc.dart';COMMENT
LOWpackages/bloc_test/lib/src/mock_bloc.dart21/// **BAD**COMMENT
27 more matches not shown…
Cross-File Repetition16 hits · 80 pts
SeverityFileLineSnippetContext
HIGHpackages/bloc_tools/e2e/main.dart0import 'package:bloc/bloc.dart'; class countercubit extends cubit<int> { ^^^^^^^^^^^^ countercubit() : super(0); }STRING
HIGH…ckages/bloc_lint/test/src/rules/prefer_cubit_test.dart0import 'package:bloc/bloc.dart'; class countercubit extends cubit<int> { ^^^^^^^^^^^^ countercubit() : super(0); }STRING
HIGH…t/src/rules/prefer_void_public_cubit_methods_test.dart0import 'package:bloc/bloc.dart'; class countercubit extends cubit<int> { ^^^^^^^^^^^^ countercubit() : super(0); }STRING
HIGH…est/src/rules/prefer_file_naming_conventions_test.dart0import 'package:bloc/bloc.dart'; class countercubit extends cubit<int> { ^^^^^^^^^^^^ countercubit() : super(0); }STRING
HIGH…bloc_lint/test/src/rules/avoid_public_fields_test.dart0import 'package:bloc/bloc.dart'; class countercubit extends cubit<int> { ^^^^^^^^^^^^ countercubit() : super(0); }STRING
HIGHpackages/bloc_lint/test/src/rules/prefer_bloc_test.dart0import 'package:bloc/bloc.dart'; class countercubit extends cubit<int> { ^^^^^^^^^^^^ countercubit() : super(0); }STRING
HIGHpackages/bloc_lint/test/src/lint_test_helper.dart0packages: bloc: dependency: "direct main" description: name: bloc sha256: "52c10575f4445c61dd9e0cafcc6356fdd827c4c64dd79STRING
HIGHpackages/bloc_lint/test/src/analysis_options_test.dart0packages: bloc: dependency: "direct main" description: name: bloc sha256: "52c10575f4445c61dd9e0cafcc6356fdd827c4c64dd79STRING
HIGHpackages/bloc_lint/test/src/linter_test.dart0packages: bloc: dependency: "direct main" description: name: bloc sha256: "52c10575f4445c61dd9e0cafcc6356fdd827c4c64dd79STRING
HIGHpackages/bloc_lint/test/src/linter_test.dart0import 'package:bloc/bloc.dart'; enum counterevent { increment, decrement } class counterbloc extends bloc<counterevent,STRING
HIGH…oc_lint/test/src/rules/avoid_flutter_imports_test.dart0import 'package:bloc/bloc.dart'; enum counterevent { increment, decrement } class counterbloc extends bloc<counterevent,STRING
HIGH…est/src/rules/prefer_file_naming_conventions_test.dart0import 'package:bloc/bloc.dart'; enum counterevent { increment, decrement } class counterbloc extends bloc<counterevent,STRING
HIGH…int/test/src/rules/avoid_public_bloc_methods_test.dart0import 'package:bloc/bloc.dart'; enum counterevent { increment, decrement } class counterbloc extends bloc<counterevent,STRING
HIGH…bloc_lint/test/src/rules/avoid_public_fields_test.dart0import 'package:bloc/bloc.dart'; enum counterevent { increment, decrement } class counterbloc extends bloc<counterevent,STRING
HIGHpackages/bloc_lint/test/src/rules/prefer_bloc_test.dart0import 'package:bloc/bloc.dart'; enum counterevent { increment, decrement } class counterbloc extends bloc<counterevent,STRING
HIGH…ckages/bloc_lint/test/src/rules/prefer_cubit_test.dart0import 'package:bloc/bloc.dart'; enum counterevent { increment, decrement } class counterbloc extends bloc<counterevent,STRING
TODO Padding30 hits · 38 pts
SeverityFileLineSnippetContext
LOW…rator_plugin/src/main/resources/liveTemplates/Bloc.xml16 value="BlocConsumer&lt;$Subject$$EnumBloc$, $Subject$State&gt;(&#10; listener: (context, state) {&#10; CODE
LOW…rator_plugin/src/main/resources/liveTemplates/Bloc.xml27 value="BlocListener&lt;$Subject$$EnumBloc$, $Subject$State&gt;(&#10; listener: (context, state) {&#10; CODE
LOW…rator_plugin/src/main/resources/liveTemplates/Bloc.xml62 value="MultiBlocListener(&#10; listeners: [&#10; BlocListener&lt;$Subject$$EnumBloc$, $Subject$State&gCODE
LOW…rator_plugin/src/main/resources/liveTemplates/Bloc.xml111 value="class $Subject$Bloc extends Bloc&lt;$Subject$Event, $Subject$State&gt; {&#10; $Subject$Bloc() : suCODE
LOW…rator_plugin/src/main/resources/liveTemplates/Bloc.xml119 value="on&lt;$eventName$&gt;((event, emit) {&#10; // TODO: implement event handler&#10;});"CODE
LOW…rator_plugin/src/main/resources/liveTemplates/Bloc.xml217 value="blocTest&lt;$Subject$$EnumBloc$, $Subject$State&gt;(&#10; $DESCRIPTION$,&#10; build: () =&gt; $SuCODE
LOW…intellij_generator_plugin/intention_action/Snippets.kt52 " // TODO: implement listener\n" +CODE
LOW…intellij_generator_plugin/intention_action/Snippets.kt68 " // TODO: implement listener\n" +CODE
LOW…intellij_generator_plugin/intention_action/Snippets.kt101 " // TODO: implement listener\n" +CODE
LOWextensions/vscode/snippets/bloc.json8 "\t\t\t${2:// TODO: implement event handler}",CODE
LOW⚡extensions/vscode/snippets/bloc.json31 "\t\t${2:// TODO: implement onEvent}",CODE
LOW⚡extensions/vscode/snippets/bloc.json36 "\t\t${3:// TODO: implement onError}",CODE
LOW⚡extensions/vscode/snippets/bloc.json43 "\t\t${4:// TODO: implement onChange}",CODE
LOW⚡extensions/vscode/snippets/bloc.json49 "\t\t${4:// TODO: implement onTransition}",CODE
LOWextensions/vscode/snippets/bloc.json91 "\t${2:// TODO: implement event handler}",CODE
LOWextensions/vscode/snippets/bloc.json103 "\t${5:// TODO: implement event handler}",CODE
LOWextensions/vscode/snippets/flutter_bloc.json80 "\t\t${3:// TODO: implement listener}",CODE
LOWextensions/vscode/snippets/flutter_bloc.json93 "\t\t\t\t${3:// TODO: implement listener}",CODE
LOWextensions/vscode/snippets/flutter_bloc.json98 "\t\t\t\t${6:// TODO: implement listener}",CODE
LOWextensions/vscode/snippets/flutter_bloc.json111 "\t\t${3:// TODO: implement listener}",CODE
LOWextensions/vscode/src/templates/bloc.template.ts29 // TODO: implement event handlerCOMMENT
LOWextensions/vscode/src/templates/bloc.template.ts50 // TODO: implement event handlerCOMMENT
LOWextensions/vscode/src/templates/bloc.template.ts72 // TODO: implement event handlerCOMMENT
LOWextensions/vscode/src/commands/convert-to.command.ts21 \${4:// TODO: implement listener}CODE
LOWextensions/vscode/src/commands/wrap-with.command.ts25 \${3:// TODO: implement listener}CODE
LOWextensions/vscode/src/commands/wrap-with.command.ts41 \${3:// TODO: implement listener}CODE
LOW⚡packages/hydrated_bloc/README.md181 // TODO: implement readCOMMENT
LOW⚡packages/hydrated_bloc/README.md186 // TODO: implement writeCOMMENT
LOW⚡packages/hydrated_bloc/README.md191 // TODO: implement deleteCOMMENT
LOW⚡packages/hydrated_bloc/README.md196 // TODO: implement clearCOMMENT
Hyper-Verbose Identifiers10 hits · 10 pts
SeverityFileLineSnippetContext
LOW…tensions/vscode/src/language-server/language-server.ts45async function startLanguageServerWithProgress(executable: string) {CODE
LOWextensions/vscode/src/templates/cubit.template.ts15function getEquatableCubitTemplate(cubitName: string) {CODE
LOWextensions/vscode/src/templates/bloc-event.template.ts19function getEquatableBlocEventTemplate(CODE
LOWextensions/vscode/src/templates/bloc-event.template.ts37function getDefaultBlocEventTemplate(CODE
LOWextensions/vscode/src/templates/cubit-state.template.ts19function getEquatableCubitStateTemplate(CODE
LOWextensions/vscode/src/templates/cubit-state.template.ts40function getDefaultCubitStateTemplate(CODE
LOWextensions/vscode/src/templates/cubit-state.template.ts57function getFreezedCubitStateTemplate(cubitName: string): string {CODE
LOWextensions/vscode/src/templates/bloc-state.template.ts19function getEquatableBlocStateTemplate(CODE
LOWextensions/vscode/src/templates/bloc-state.template.ts40function getDefaultBlocStateTemplate(CODE
LOWextensions/vscode/src/templates/bloc-state.template.ts57function getFreezedBlocStateTemplate(blocName: string): string {CODE
Modern AI Meta-Vocabulary1 hit · 2 pts
SeverityFileLineSnippetContext
MEDIUMREADME.md213- [Feature Scaffolding for VSCode](https://marketplace.visualstudio.com/items?itemName=KiritchoukC.flutter-clean-architeCODE
Fake / Example Data2 hits · 2 pts
SeverityFileLineSnippetContext
LOWexamples/flutter_wizard/lib/main.dart117 hintText: 'John Doe',CODE
LOW…hydrated_bloc/test/cubits/json_serializable_cubit.dart28 'John Doe',CODE
Slop Phrases1 hit · 1 pts
SeverityFileLineSnippetContext
LOW…les/github_search/angular_github_search/web/styles.css1350 2. Don't forget to clearfix your floats with .cfCODE