AI Slop Code RIsk Monitor

bagisto/opensource-ecommerce-mobile-app

This open-source mobile ecommerce app seamlessly transforms your Bagisto store into a powerful mobile platform, providing real-time synchronization of products and categories.

9.0 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for bagisto/opensource-ecommerce-mobile-app, a Dart project with 16,066 GitHub stars. SynthScan examined 112,612 lines of code across 360 source files, recording 514 pattern matches distributed across 7 syntactic categories. The legacy adjusted pattern signal is 9.0 (Moderate 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.

9.0
Adjusted Signal
9.0
Raw Pattern Score
100%
Time Factor
2026-10-08
Last Push
16.1K
Stars
Dart
Language
112.6K
Lines of Code
360
Files
514
Pattern Hits
2026-10-12
Scan Date
0.00
HC Hit Rate

Risk Review · v3

Use each vector to guide manual verification of the underlying findings.

Cognitive Ownership Risk 8.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 256 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.5/100 · LOW

Are imports declared and package/API names verified? 11 finding(s).

Agent Over-Engineering Ratio 29.9/100 · MEDIUM

Are wrappers, guards, and repeated structures necessary? 247 finding(s).

PR Review Velocity Impact 36.2/100 · MEDIUM

Which changes need focused human review? 514 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 249LOW 265

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 514 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.

Decorative Section Separators247 hits · 800 pts
SeverityFileLineSnippetContext
MEDIUMtest/checkout_flow_test.dart17 // ════════════════════════════════════════════════════════════════════════COMMENT
MEDIUMtest/checkout_flow_test.dart19 // ════════════════════════════════════════════════════════════════════════COMMENT
MEDIUMtest/checkout_flow_test.dart362 // ════════════════════════════════════════════════════════════════════════COMMENT
MEDIUMtest/checkout_flow_test.dart364 // ════════════════════════════════════════════════════════════════════════COMMENT
MEDIUMtest/checkout_flow_test.dart422 // ════════════════════════════════════════════════════════════════════════COMMENT
MEDIUMtest/checkout_flow_test.dart424 // ════════════════════════════════════════════════════════════════════════COMMENT
MEDIUMtest/checkout_flow_test.dart479 // ════════════════════════════════════════════════════════════════════════COMMENT
MEDIUMtest/checkout_flow_test.dart481 // ════════════════════════════════════════════════════════════════════════COMMENT
MEDIUM.agents/skills/maestro-mobile-testing/SKILL.md566# ==========================================COMMENT
MEDIUM.agents/skills/maestro-mobile-testing/SKILL.md568# ==========================================COMMENT
MEDIUM⚡.agents/skills/maestro-mobile-testing/SKILL.md583# ==========================================COMMENT
MEDIUM⚡.agents/skills/maestro-mobile-testing/SKILL.md585# ==========================================COMMENT
MEDIUM⚡.agents/skills/maestro-mobile-testing/SKILL.md590# ==========================================COMMENT
MEDIUM⚡.agents/skills/maestro-mobile-testing/SKILL.md592# ==========================================COMMENT
MEDIUMDocs/superpowers/plans/2026-09-17-review-attachments.md1761 // ──────────────────────────────────────────────COMMENT
MEDIUMDocs/superpowers/plans/2026-09-17-review-attachments.md1763 // ──────────────────────────────────────────────COMMENT
MEDIUMlib/core/graphql/account_queries.dart393 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart395 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart472 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart474 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart495 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart497 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart520 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart522 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart660 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart662 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart687 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart689 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart836 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart838 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart876 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart878 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/graphql_client.dart160 // ─── Constants ────────────────────────────────────────────────────────────COMMENT
MEDIUMlib/core/graphql/graphql_client.dart165 // ─── Cache ────────────────────────────────────────────────────────────────COMMENT
MEDIUMlib/core/graphql/graphql_client.dart179 // ─── Central factory ─────────────────────────────────────────────────────COMMENT
MEDIUMlib/core/graphql/graphql_client.dart229 // ─── Logging link ─────────────────────────────────────────────────────────COMMENT
MEDIUMlib/core/graphql/graphql_client.dart263 // ─── Named clients (for app-level providers) ──────────────────────────────COMMENT
MEDIUMlib/core/error/error_mapper.dart35 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUMlib/core/error/error_mapper.dart37 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡lib/core/error/error_mapper.dart48 // ── 1. GraphQL OperationException ───────────────────────────────COMMENT
MEDIUM⚡lib/core/error/error_mapper.dart53 // ── 2. Timeout ─────────────────────────────────────────────────COMMENT
MEDIUM⚡lib/core/error/error_mapper.dart60 // ── 3. Socket / connectivity errors ────────────────────────────COMMENT
MEDIUM⚡lib/core/error/error_mapper.dart65 // ── 4. Network-related catch-alls ──────────────────────────────COMMENT
MEDIUMlib/core/error/error_mapper.dart94 // ── 7. Generic Exception("...") messages from repos ───────────COMMENT
MEDIUMlib/core/error/error_mapper.dart101 // ── 8. Fallback ───────────────────────────────────────────────COMMENT
MEDIUMlib/core/error/error_mapper.dart120 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUMlib/core/error/error_mapper.dart122 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUMlib/features/home/presentation/pages/home_page.dart296 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUMlib/features/home/presentation/pages/home_page.dart298 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUMlib/features/home/presentation/pages/home_page.dart382 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUMlib/features/home/presentation/pages/home_page.dart384 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUMlib/features/home/presentation/pages/home_page.dart425 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUMlib/features/home/presentation/pages/home_page.dart438 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUMlib/features/home/presentation/pages/home_page.dart551 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUMlib/features/home/presentation/pages/home_page.dart553 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUM…s/home/presentation/widgets/static_content_widget.dart46 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUM…s/home/presentation/widgets/static_content_widget.dart48 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUM…s/home/presentation/widgets/static_content_widget.dart102 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUM…s/home/presentation/widgets/static_content_widget.dart104 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUM…s/home/presentation/widgets/static_content_widget.dart619 // ──────────────────────────────────────────────────────────────────────COMMENT
187 more matches not shown…
Over-Commented Block228 hits · 151 pts
SeverityFileLineSnippetContext
LOWpubspec.yaml1name: bagisto_flutterCOMMENT
LOWpubspec.yaml121 # The following line ensures that the Material Icons font isCOMMENT
LOWpubspec.yaml141 # fonts:COMMENT
LOWanalysis_options.yaml1# This file configures the analyzer, which statically analyzes Dart code toCOMMENT
LOWanalysis_options.yaml21 #COMMENT
LOWtest/checkout_flow_test.dart1// Tests for the Bagisto checkout flow — verifying the critical distinctionCOMMENT
LOWlinux/flutter/generated_plugin_registrant.h1//COMMENT
LOWlib/l10n/app_localizations.dart21/// Callers can lookup localized strings with an instance of AppLocalizationsCOMMENT
LOWlib/l10n/app_localizations.dart41/// packages:COMMENT
LOWlib/l10n/app_localizations.dart61/// Then, in the Project Navigator, open the Info.plist file under the RunnerCOMMENT
LOWlib/l10n/app_localizations.dart121 String get appTitle;COMMENT
LOWlib/l10n/app_localizations.dart141 /// No description provided for @commonTimeoutError.COMMENT
LOWlib/l10n/app_localizations.dart161 /// In en, this message translates to:COMMENT
LOWlib/l10n/app_localizations.dart181 String get commonServerError;COMMENT
LOWlib/l10n/app_localizations.dart201 /// No description provided for @commonGenericError.COMMENT
LOWlib/l10n/app_localizations.dart221 /// In en, this message translates to:COMMENT
LOWlib/l10n/app_localizations.dart241 String get homeFeaturedProducts;COMMENT
LOWlib/l10n/app_localizations.dart261 /// No description provided for @homeAddedToCartMessage.COMMENT
LOWlib/l10n/app_localizations.dart281 /// In en, this message translates to:COMMENT
LOWlib/l10n/app_localizations.dart301 String homeCategorySemanticLabel(Object categoryName);COMMENT
LOWlib/l10n/app_localizations.dart321 /// No description provided for @productDetail.COMMENT
LOWlib/l10n/app_localizations.dart341 /// In en, this message translates to:COMMENT
LOWlib/l10n/app_localizations.dart361 String get productType;COMMENT
LOWlib/l10n/app_localizations.dart381 /// No description provided for @productReviews.COMMENT
LOWlib/l10n/app_localizations.dart401 /// In en, this message translates to:COMMENT
LOWlib/l10n/app_localizations.dart421 String get productWriteReview;COMMENT
LOWlib/l10n/app_localizations.dart441 /// No description provided for @productDiscountOff.COMMENT
LOWlib/l10n/app_localizations.dart461 /// In en, this message translates to:COMMENT
LOWlib/l10n/app_localizations.dart481 String get productInStock;COMMENT
LOWlib/l10n/app_localizations.dart501 /// No description provided for @productCompareAction.COMMENT
LOWlib/l10n/app_localizations.dart521 /// In en, this message translates to:COMMENT
LOWlib/l10n/app_localizations.dart541 String get productBuyNow;COMMENT
LOWlib/l10n/app_localizations.dart561 /// No description provided for @productBookingSelectSlotRequired.COMMENT
LOWlib/l10n/app_localizations.dart581 /// In en, this message translates to:COMMENT
LOWlib/l10n/app_localizations.dart601 String get productBookingSelectDate;COMMENT
LOWlib/l10n/app_localizations.dart621 /// No description provided for @productBookingStartDate.COMMENT
LOWlib/l10n/app_localizations.dart641 /// In en, this message translates to:COMMENT
LOWlib/l10n/app_localizations.dart661 String get productBookingSlotDurationLabel;COMMENT
LOWlib/l10n/app_localizations.dart681 /// No description provided for @productBookingSpecialRequestNotesHint.COMMENT
LOWlib/l10n/app_localizations.dart701 /// In en, this message translates to:COMMENT
LOWlib/l10n/app_localizations.dart721 String get productBookingSelectDateFirst;COMMENT
LOWlib/l10n/app_localizations.dart741 /// No description provided for @productBookingUnableToLoadSlots.COMMENT
LOWlib/l10n/app_localizations.dart761 /// In en, this message translates to:COMMENT
LOWlib/l10n/app_localizations.dart781 String get productDownloadableSamples;COMMENT
LOWlib/l10n/app_localizations.dart801 /// No description provided for @categorySubCategories.COMMENT
LOWlib/l10n/app_localizations.dart821 /// In en, this message translates to:COMMENT
LOWlib/l10n/app_localizations.dart841 String get categorySortByTitle;COMMENT
LOWlib/l10n/app_localizations.dart861 /// No description provided for @categorySortOldest.COMMENT
LOWlib/l10n/app_localizations.dart881 /// In en, this message translates to:COMMENT
LOWlib/l10n/app_localizations.dart901 String get categoryFiltersWillAppear;COMMENT
LOWlib/l10n/app_localizations.dart921 /// No description provided for @categoryTryAdjustingFilters.COMMENT
LOWlib/l10n/app_localizations.dart941 /// In en, this message translates to:COMMENT
LOWlib/l10n/app_localizations.dart961 String get wishlistItemRemoved;COMMENT
LOWlib/l10n/app_localizations.dart981 /// No description provided for @cartYourCartEmpty.COMMENT
LOWlib/l10n/app_localizations.dart1001 /// In en, this message translates to:COMMENT
LOWlib/l10n/app_localizations.dart1021 String get cartMovedToWishlist;COMMENT
LOWlib/l10n/app_localizations.dart1041 /// No description provided for @cartViewMore.COMMENT
LOWlib/l10n/app_localizations.dart1061 /// In en, this message translates to:COMMENT
LOWlib/l10n/app_localizations.dart1081 String get cartAppliedCoupon;COMMENT
LOWlib/l10n/app_localizations.dart1101 /// No description provided for @cartDiscount.COMMENT
168 more matches not shown…
Structural Annotation Overuse24 hits · 40 pts
SeverityFileLineSnippetContext
LOWDocs/Android_Firebase_Setup.md3## Step 1: Create Firebase ProjectCOMMENT
LOWDocs/Android_Firebase_Setup.md9## Step 2: Add Android App to FirebaseCOMMENT
LOWDocs/Android_Firebase_Setup.md20## Step 3: Place google-services.jsonCOMMENT
LOWDocs/Android_Firebase_Setup.md27## Step 4: Update Android Build FilesCOMMENT
LOWDocs/Android_Firebase_Setup.md65## Step 5: Configure Android ManifestCOMMENT
LOWDocs/Android_Firebase_Setup.md96## Step 6: Handle Messages in AndroidCOMMENT
LOWDocs/Android_Firebase_Setup.md102## Step 7: Test Android Push NotificationsCOMMENT
LOWDocs/Android_Firebase_Setup.md121## Step 8: Android App Signing (Production)COMMENT
LOWDocs/LanguageConfiguration.md71### Step 1: Choose a Locale CodeCOMMENT
LOWDocs/LanguageConfiguration.md81### Step 2: Create a New ARB FileCOMMENT
LOWDocs/LanguageConfiguration.md118## Step 3: Regenerate Flutter Localization FilesCOMMENT
LOWDocs/LanguageConfiguration.md135## Step 4: Verify Generated Locale SupportCOMMENT
LOWDocs/LanguageConfiguration.md147## Step 5: Add the Same Locale in BagistoCOMMENT
LOWDocs/LanguageConfiguration.md167## Step 6: Test the New Language in the AppCOMMENT
LOW⚡Docs/iOS_Firebase_Setup.md3## Step 1: Create Firebase Project (if not already done)COMMENT
LOW⚡Docs/iOS_Firebase_Setup.md9## Step 2: Create Apple App in FirebaseCOMMENT
LOW⚡Docs/iOS_Firebase_Setup.md16## Step 3: Place GoogleService-Info.plistCOMMENT
LOWDocs/iOS_Firebase_Setup.md32## Step 4: Configure iOS in XcodeCOMMENT
LOWDocs/iOS_Firebase_Setup.md86## Step 5: Build and TestCOMMENT
LOWDocs/iOS_Firebase_Setup.md109## Step 6: Test iOS Push NotificationsCOMMENT
LOWDocs/iOS_Firebase_Setup.md124## Step 7: iOS App Signing (Production)COMMENT
LOWDocs/iOS_Firebase_Setup.md138## Step 8: PermissionsCOMMENT
LOW⚡…res/account/presentation/pages/create_return_page.dart13/// Step 1: pick an order (order selector)COMMENT
LOW⚡…res/account/presentation/pages/create_return_page.dart14/// Step 2: pick item, resolution, quantity, reason, package condition,COMMENT
Fake / Example Data11 hits · 12 pts
SeverityFileLineSnippetContext
LOWtest/account_models_test.dart94 'address': ['123 Main St', 'Apt 4B'],CODE
LOWtest/address_debug_payload_test.dart15 companyName: 'Acme Corp',CODE
LOWtest/address_debug_payload_test.dart37 'companyName': 'Acme Corp',CODE
LOWtest/checkout_flow_test.dart227 address: '123 Main St',CODE
LOWtest/checkout_flow_test.dart241 expect(input['billingAddress'], '123 Main St');CODE
LOWtest/checkout_flow_test.dart266 expect(addr.fullName, 'John Doe');CODE
LOWtest/checkout_flow_test.dart286 expect(addr.displayName, 'John Doe');CODE
LOWtest/checkout_flow_test.dart292 address: '123 Main St',CODE
LOWlib/features/account/data/models/account_models.dart1506 /// Full name: "John Doe"COMMENT
LOWmaestroContext/instruction.md94- inputText: "user@example.com"CODE
LOWmaestroContext/instruction.md102- inputText: "user@example.com"CODE
Verbosity Indicators2 hits · 4 pts
SeverityFileLineSnippetContext
LOW⚡…res/account/presentation/pages/create_return_page.dart13/// Step 1: pick an order (order selector)COMMENT
LOW⚡…res/account/presentation/pages/create_return_page.dart14/// Step 2: pick item, resolution, quantity, reason, package condition,COMMENT
Self-Referential Comments1 hit · 3 pts
SeverityFileLineSnippetContext
MEDIUMpubspec.yaml117# The following section is specific to Flutter packages.COMMENT
Slop Phrases1 hit · 3 pts
SeverityFileLineSnippetContext
MEDIUMpubspec.yaml122 # included with your application, so that you can use the icons inCOMMENT