AI Slop Code Risk Monitor

cfug/dio

Name: cfug/dio — Dart Code Quality & Security Review | AI Slop Code Risk Monitor
Creator: AI Slop Code Risk Monitor

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

A powerful HTTP client for Dart and Flutter, which supports global settings, Interceptors, FormData, aborting and canceling a request, files uploading and downloading, requests timeout, custom adapters, etc.

2.0 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for cfug/dio, a Dart project with 12,841 GitHub stars. SynthScan examined 32,760 lines of code across 304 source files, recording 65 pattern matches distributed across 2 syntactic categories. The legacy adjusted pattern signal is 2.0 (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.

2.0

Adjusted Signal

2.0

Raw Pattern Score

100%

Time Factor

2026-10-25

Last Push

12.8K

Stars

Dart

Language

32.8K

Lines of Code

304

Files

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 9.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 65 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? 0 finding(s).

PR Review Velocity Impact 9.7/100 · LOW

Which changes need focused human review? 65 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 1LOW 64

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 65 distinct pattern matches across 2 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 Block64 hits · 64 pts

Severity	File	Line	Snippet	Context
LOW	plugins/web_adapter/lib/src/compute_impl.dart	1	// Copyright 2014 The Flutter Authors. All rights reserved.	COMMENT
LOW	plugins/web_adapter/lib/src/adapter_impl.dart	21		COMMENT
LOW	plugins/web_adapter/lib/src/adapter_impl.dart	281	),	COMMENT
LOW	plugins/http2_adapter/test/http2_test.dart	501	/// `no_application_protocol` TLS alert. A client advertising `http/1.1`	COMMENT
LOW	plugins/http2_adapter/lib/src/connection_manager.dart	1	part of 'http2_adapter.dart';	COMMENT
LOW	plugins/http2_adapter/lib/src/client_setting.dart	21	bool Function(X509Certificate certificate)? onBadCertificate;	COMMENT
LOW	…ugins/native_dio_adapter/example/analysis_options.yaml	21	linter:	COMMENT
LOW	…er/example/linux/flutter/generated_plugin_registrant.h	1	//	COMMENT
LOW	…gins/native_dio_adapter/example/windows/runner/utils.h	1	#ifndef RUNNER_UTILS_H_	COMMENT
LOW	…s/native_dio_adapter/example/windows/runner/resource.h	1	//{{NO_DEPENDENCIES}}	COMMENT
LOW	…/example/windows/flutter/generated_plugin_registrant.h	1	//	COMMENT
LOW	…ative_dio_adapter/lib/src/cronet_fallback_adapter.dart	21	///	COMMENT
LOW	…ative_dio_adapter/lib/src/cronet_fallback_adapter.dart	41		COMMENT
LOW	…ative_dio_adapter/lib/src/cronet_fallback_adapter.dart	61	/// The choice is sticky for the lifetime of this instance: once made, later	COMMENT
LOW	plugins/native_dio_adapter/lib/src/native_adapter.dart	21	/// Creates a [NativeAdapter].	COMMENT
LOW	plugins/native_dio_adapter/lib/src/native_adapter.dart	41	/// Detection happens synchronously before the first request is delegated.	COMMENT
LOW	…lutter_app/linux/flutter/generated_plugin_registrant.h	1	//	COMMENT
LOW	example_flutter_app/windows/runner/utils.h	1	#ifndef RUNNER_UTILS_H_	COMMENT
LOW	example_flutter_app/windows/runner/win32_window.cpp	1	#include "win32_window.h"	COMMENT
LOW	example_flutter_app/windows/runner/resource.h	1	//{{NO_DEPENDENCIES}}	COMMENT
LOW	…tter_app/windows/flutter/generated_plugin_registrant.h	1	//	COMMENT
LOW	.github/workflows/codeql.yml	61	# Add any setup steps before running the `github/codeql-action/init` action.	COMMENT
LOW	.github/workflows/codeql.yml	81	# If this step fails, then you should remove it and run the build manually (see below)	COMMENT
LOW	dio/README.md	301	and the `Options` describes the configuration for a single request.	COMMENT
LOW	dio/README.md	321	/// and the first received response bytes.	COMMENT
LOW	dio/README.md	341	/// Custom field that you can retrieve it later in [Interceptor],	COMMENT
LOW	dio/README.md	361	///	COMMENT
LOW	dio/README.md	381	/// with the given status code.	COMMENT
LOW	dio/README.md	401	/// See [HttpClientRequest.persistentConnection].	COMMENT
LOW	dio/README.md	441		COMMENT
LOW	dio/README-ZH.md	321		COMMENT
LOW	dio/README-ZH.md	341		COMMENT
LOW	dio/README-ZH.md	361		COMMENT
LOW	dio/README-ZH.md	381	ResponseType? responseType;	COMMENT
LOW	dio/README-ZH.md	401	bool? followRedirects;	COMMENT
LOW	dio/lib/src/response.dart	41	String? statusMessage;	COMMENT
LOW	dio/lib/src/form_data.dart	121	}	COMMENT
LOW	dio/lib/src/interceptor.dart	261	/// that means redirects aren't triggering interceptors.	COMMENT
LOW	dio/lib/src/interceptor.dart	581	// across many requests (a supported usage pattern documented on	COMMENT
LOW	dio/lib/src/dio.dart	21	/// connectTimeout: const Duration(seconds: 5),	COMMENT
LOW	dio/lib/src/dio.dart	41		COMMENT
LOW	dio/lib/src/dio.dart	201	});	COMMENT
LOW	dio/lib/src/dio.dart	221	/// // ...	COMMENT
LOW	dio/lib/src/dio.dart	241	/// The default value is [true].	COMMENT
LOW	dio/lib/src/dio.dart	261	/// (await getTemporaryDirectory()).path + 'flutter.svg',	COMMENT
LOW	dio/lib/src/transformer.dart	21	/// Dio has already implemented a [BackgroundTransformer], and as the default	COMMENT
LOW	dio/lib/src/adapter.dart	21	/// make the HTTP request. All we need is to provide a [HttpClientAdapter].	COMMENT
LOW	dio/lib/src/adapter.dart	41	/// Implement this method to make real HTTP requests.	COMMENT
LOW	dio/lib/src/options.dart	21	typedef ProgressCallback = void Function(int count, int total);	COMMENT
LOW	dio/lib/src/options.dart	41		COMMENT
LOW	dio/lib/src/options.dart	381	/// HTTP request headers.	COMMENT
LOW	dio/lib/src/options.dart	481	/// when the content-type of response is [Headers.jsonContentType].	COMMENT
LOW	dio/lib/src/options.dart	501	///	COMMENT
LOW	dio/lib/src/options.dart	521	/// The type of a request encoding callback.	COMMENT
LOW	dio/lib/src/interceptors/log.dart	1	import '../dio_exception.dart';	COMMENT
LOW	dio/lib/src/compute/compute_io.dart	1	// Copyright 2014 The Flutter Authors. All rights reserved.	COMMENT
LOW	dio/lib/src/compute/compute.dart	1	// Copyright 2014 The Flutter Authors. All rights reserved.	COMMENT
LOW	dio/lib/src/compute/compute.dart	21	//	COMMENT
LOW	dio/lib/src/compute/compute.dart	41	/// Instances of [ComputeCallback] must be functions that can be sent to an	COMMENT
LOW	dio/lib/src/compute/compute.dart	81	/// value returned by `callback`.	COMMENT
4 more matches not shown…

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	.github/workflows/codeql.yml	53	# If you are analyzing a compiled language, you can modify the 'build-mode' for that language to customize how	COMMENT