Repository Analysis

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.

9.4 Low AI signal View on GitHub

Analysis Overview

This report presents the forensic synthetic code analysis of bagisto/opensource-ecommerce-mobile-app, a Dart project with 15,985 GitHub stars. SynthScan v2.0 examined 99,161 lines of code across 320 source files, recording 474 pattern matches distributed across 6 syntactic categories. The overall adjusted score of 9.4 places this repository in the Low AI signal band.

The scanner applied 160+ deterministic lexical heuristics, multi-line block detectors, abstract syntax tree depth profilers, and a cross-file Jaccard similarity matrix to construct a statistically normalised synthetic code estimate. All matches are individually weighted by severity coefficient and contextual multiplier before summation, and the resulting headline score is temporally discounted to account for the repository's development history relative to the commercial emergence of large language model coding tooling (November 2022 onward).

9.4
Adjusted Score
9.4
Raw Score
100%
Time Factor
2026-08-14
Last Push
16.0K
Stars
Dart
Language
99.2K
Lines of Code
320
Files
474
Pattern Hits
2026-08-29
Scan Date
0.00
HC Hit Rate

What These Metrics Mean

Adjusted Score
Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score
The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor
The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits
Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate
High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files
Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

Longitudinal tracking requires multiple scan runs. Once this repository is re-scanned after new commits land, this chart will visualise how the synthetic code signal evolves over time — enabling you to detect whether AI authorship is growing, stabilising, or being actively corrected by human engineers.

No multi-scan history yet — run the scanner again to build trend data.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 0HIGH 0MEDIUM 229LOW 245

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 474 distinct pattern matches across 6 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. 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 diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Decorative Section Separators227 hits · 740 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
MEDIUMlib/core/graphql/account_queries.dart390 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart392 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart469 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart471 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart492 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart494 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart517 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart519 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart657 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart659 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart683 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart685 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart832 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart834 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart853 // ──────────────────────────────────────────────STRING
MEDIUMlib/core/graphql/account_queries.dart855 // ──────────────────────────────────────────────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
MEDIUMlib/core/error/error_mapper.dart48 // ── 1. GraphQL OperationException ───────────────────────────────COMMENT
MEDIUMlib/core/error/error_mapper.dart53 // ── 2. Timeout ─────────────────────────────────────────────────COMMENT
MEDIUMlib/core/error/error_mapper.dart60 // ── 3. Socket / connectivity errors ────────────────────────────COMMENT
MEDIUMlib/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.dart573 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUMlib/features/home/presentation/pages/home_page.dart575 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUM…s/home/presentation/widgets/static_content_widget.dart44 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUM…s/home/presentation/widgets/static_content_widget.dart46 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUM…s/home/presentation/widgets/static_content_widget.dart100 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUM…s/home/presentation/widgets/static_content_widget.dart102 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUM…s/home/presentation/widgets/static_content_widget.dart572 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUM…s/home/presentation/widgets/static_content_widget.dart574 // ──────────────────────────────────────────────────────────────────────COMMENT
MEDIUMlib/features/home/presentation/bloc/home_bloc.dart9// ──────────────────── EVENTS ────────────────────COMMENT
167 more matches not shown…
Over-Commented Block212 hits · 143 pts
SeverityFileLineSnippetContext
LOWpubspec.yaml1name: bagisto_flutterCOMMENT
LOWpubspec.yaml121 # included with your application, so that you can use the icons inCOMMENT
LOWpubspec.yaml141 # - family: SchylerCOMMENT
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
152 more matches not shown…
Structural Annotation Overuse22 hits · 35 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
LOWDocs/iOS_Firebase_Setup.md3## Step 1: Create Firebase Project (if not already done)COMMENT
LOWDocs/iOS_Firebase_Setup.md9## Step 2: Create Apple App in FirebaseCOMMENT
LOWDocs/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
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.dart1502 /// Full name: "John Doe"COMMENT
LOWmaestroContext/instruction.md94- inputText: "user@example.com"CODE
LOWmaestroContext/instruction.md102- inputText: "user@example.com"CODE
Self-Referential Comments1 hit · 3 pts
SeverityFileLineSnippetContext
MEDIUMpubspec.yaml116# The following section is specific to Flutter packages.COMMENT
Slop Phrases1 hit · 3 pts
SeverityFileLineSnippetContext
MEDIUMpubspec.yaml121 # included with your application, so that you can use the icons inCOMMENT