This open-source mobile ecommerce app seamlessly transforms your Bagisto store into a powerful mobile platform, providing real-time synchronization of products and categories.
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).
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.
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.
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.
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.
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | test/checkout_flow_test.dart | 17 | // ════════════════════════════════════════════════════════════════════════ | COMMENT |
| MEDIUM | test/checkout_flow_test.dart | 19 | // ════════════════════════════════════════════════════════════════════════ | COMMENT |
| MEDIUM | test/checkout_flow_test.dart | 362 | // ════════════════════════════════════════════════════════════════════════ | COMMENT |
| MEDIUM | test/checkout_flow_test.dart | 364 | // ════════════════════════════════════════════════════════════════════════ | COMMENT |
| MEDIUM | test/checkout_flow_test.dart | 422 | // ════════════════════════════════════════════════════════════════════════ | COMMENT |
| MEDIUM | test/checkout_flow_test.dart | 424 | // ════════════════════════════════════════════════════════════════════════ | COMMENT |
| MEDIUM | test/checkout_flow_test.dart | 479 | // ════════════════════════════════════════════════════════════════════════ | COMMENT |
| MEDIUM | test/checkout_flow_test.dart | 481 | // ════════════════════════════════════════════════════════════════════════ | COMMENT |
| MEDIUM | .agents/skills/maestro-mobile-testing/SKILL.md | 566 | # ========================================== | COMMENT |
| MEDIUM | .agents/skills/maestro-mobile-testing/SKILL.md | 568 | # ========================================== | COMMENT |
| MEDIUM⚡ | .agents/skills/maestro-mobile-testing/SKILL.md | 583 | # ========================================== | COMMENT |
| MEDIUM⚡ | .agents/skills/maestro-mobile-testing/SKILL.md | 585 | # ========================================== | COMMENT |
| MEDIUM⚡ | .agents/skills/maestro-mobile-testing/SKILL.md | 590 | # ========================================== | COMMENT |
| MEDIUM⚡ | .agents/skills/maestro-mobile-testing/SKILL.md | 592 | # ========================================== | COMMENT |
| MEDIUM | lib/core/graphql/account_queries.dart | 390 | // ────────────────────────────────────────────── | STRING |
| MEDIUM | lib/core/graphql/account_queries.dart | 392 | // ────────────────────────────────────────────── | STRING |
| MEDIUM | lib/core/graphql/account_queries.dart | 469 | // ────────────────────────────────────────────── | STRING |
| MEDIUM | lib/core/graphql/account_queries.dart | 471 | // ────────────────────────────────────────────── | STRING |
| MEDIUM | lib/core/graphql/account_queries.dart | 492 | // ────────────────────────────────────────────── | STRING |
| MEDIUM | lib/core/graphql/account_queries.dart | 494 | // ────────────────────────────────────────────── | STRING |
| MEDIUM | lib/core/graphql/account_queries.dart | 517 | // ────────────────────────────────────────────── | STRING |
| MEDIUM | lib/core/graphql/account_queries.dart | 519 | // ────────────────────────────────────────────── | STRING |
| MEDIUM | lib/core/graphql/account_queries.dart | 657 | // ────────────────────────────────────────────── | STRING |
| MEDIUM | lib/core/graphql/account_queries.dart | 659 | // ────────────────────────────────────────────── | STRING |
| MEDIUM | lib/core/graphql/account_queries.dart | 683 | // ────────────────────────────────────────────── | STRING |
| MEDIUM | lib/core/graphql/account_queries.dart | 685 | // ────────────────────────────────────────────── | STRING |
| MEDIUM | lib/core/graphql/account_queries.dart | 832 | // ────────────────────────────────────────────── | STRING |
| MEDIUM | lib/core/graphql/account_queries.dart | 834 | // ────────────────────────────────────────────── | STRING |
| MEDIUM | lib/core/graphql/account_queries.dart | 853 | // ────────────────────────────────────────────── | STRING |
| MEDIUM | lib/core/graphql/account_queries.dart | 855 | // ────────────────────────────────────────────── | STRING |
| MEDIUM | lib/core/graphql/graphql_client.dart | 160 | // ─── Constants ──────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | lib/core/graphql/graphql_client.dart | 165 | // ─── Cache ──────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | lib/core/graphql/graphql_client.dart | 179 | // ─── Central factory ───────────────────────────────────────────────────── | COMMENT |
| MEDIUM | lib/core/graphql/graphql_client.dart | 229 | // ─── Logging link ───────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | lib/core/graphql/graphql_client.dart | 263 | // ─── Named clients (for app-level providers) ────────────────────────────── | COMMENT |
| MEDIUM | lib/core/error/error_mapper.dart | 35 | // ────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | lib/core/error/error_mapper.dart | 37 | // ────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM⚡ | lib/core/error/error_mapper.dart | 48 | // ── 1. GraphQL OperationException ─────────────────────────────── | COMMENT |
| MEDIUM⚡ | lib/core/error/error_mapper.dart | 53 | // ── 2. Timeout ───────────────────────────────────────────────── | COMMENT |
| MEDIUM⚡ | lib/core/error/error_mapper.dart | 60 | // ── 3. Socket / connectivity errors ──────────────────────────── | COMMENT |
| MEDIUM⚡ | lib/core/error/error_mapper.dart | 65 | // ── 4. Network-related catch-alls ────────────────────────────── | COMMENT |
| MEDIUM | lib/core/error/error_mapper.dart | 94 | // ── 7. Generic Exception("...") messages from repos ─────────── | COMMENT |
| MEDIUM | lib/core/error/error_mapper.dart | 101 | // ── 8. Fallback ─────────────────────────────────────────────── | COMMENT |
| MEDIUM | lib/core/error/error_mapper.dart | 120 | // ────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | lib/core/error/error_mapper.dart | 122 | // ────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | lib/features/home/presentation/pages/home_page.dart | 296 | // ────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | lib/features/home/presentation/pages/home_page.dart | 298 | // ────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | lib/features/home/presentation/pages/home_page.dart | 382 | // ────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | lib/features/home/presentation/pages/home_page.dart | 384 | // ────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | lib/features/home/presentation/pages/home_page.dart | 425 | // ────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | lib/features/home/presentation/pages/home_page.dart | 438 | // ────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | lib/features/home/presentation/pages/home_page.dart | 573 | // ────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | lib/features/home/presentation/pages/home_page.dart | 575 | // ────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | …s/home/presentation/widgets/static_content_widget.dart | 44 | // ────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | …s/home/presentation/widgets/static_content_widget.dart | 46 | // ────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | …s/home/presentation/widgets/static_content_widget.dart | 100 | // ────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | …s/home/presentation/widgets/static_content_widget.dart | 102 | // ────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | …s/home/presentation/widgets/static_content_widget.dart | 572 | // ────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | …s/home/presentation/widgets/static_content_widget.dart | 574 | // ────────────────────────────────────────────────────────────────────── | COMMENT |
| MEDIUM | lib/features/home/presentation/bloc/home_bloc.dart | 9 | // ──────────────────── EVENTS ──────────────────── | COMMENT |
| 167 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | pubspec.yaml | 1 | name: bagisto_flutter | COMMENT |
| LOW | pubspec.yaml | 121 | # included with your application, so that you can use the icons in | COMMENT |
| LOW | pubspec.yaml | 141 | # - family: Schyler | COMMENT |
| LOW | analysis_options.yaml | 1 | # This file configures the analyzer, which statically analyzes Dart code to | COMMENT |
| LOW | analysis_options.yaml | 21 | # | COMMENT |
| LOW | test/checkout_flow_test.dart | 1 | // Tests for the Bagisto checkout flow — verifying the critical distinction | COMMENT |
| LOW | linux/flutter/generated_plugin_registrant.h | 1 | // | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 21 | /// Callers can lookup localized strings with an instance of AppLocalizations | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 41 | /// packages: | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 61 | /// Then, in the Project Navigator, open the Info.plist file under the Runner | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 121 | String get appTitle; | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 141 | /// No description provided for @commonTimeoutError. | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 161 | /// In en, this message translates to: | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 181 | String get commonServerError; | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 201 | /// No description provided for @commonGenericError. | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 221 | /// In en, this message translates to: | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 241 | String get homeFeaturedProducts; | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 261 | /// No description provided for @homeAddedToCartMessage. | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 281 | /// In en, this message translates to: | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 301 | String homeCategorySemanticLabel(Object categoryName); | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 321 | /// No description provided for @productDetail. | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 341 | /// In en, this message translates to: | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 361 | String get productType; | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 381 | /// No description provided for @productReviews. | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 401 | /// In en, this message translates to: | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 421 | String get productWriteReview; | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 441 | /// No description provided for @productDiscountOff. | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 461 | /// In en, this message translates to: | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 481 | String get productInStock; | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 501 | /// No description provided for @productCompareAction. | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 521 | /// In en, this message translates to: | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 541 | String get productBuyNow; | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 561 | /// No description provided for @productBookingSelectSlotRequired. | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 581 | /// In en, this message translates to: | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 601 | String get productBookingSelectDate; | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 621 | /// No description provided for @productBookingStartDate. | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 641 | /// In en, this message translates to: | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 661 | String get productBookingSlotDurationLabel; | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 681 | /// No description provided for @productBookingSpecialRequestNotesHint. | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 701 | /// In en, this message translates to: | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 721 | String get productBookingSelectDateFirst; | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 741 | /// No description provided for @productBookingUnableToLoadSlots. | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 761 | /// In en, this message translates to: | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 781 | String get productDownloadableSamples; | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 801 | /// No description provided for @categorySubCategories. | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 821 | /// In en, this message translates to: | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 841 | String get categorySortByTitle; | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 861 | /// No description provided for @categorySortOldest. | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 881 | /// In en, this message translates to: | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 901 | String get categoryFiltersWillAppear; | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 921 | /// No description provided for @categoryTryAdjustingFilters. | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 941 | /// In en, this message translates to: | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 961 | String get wishlistItemRemoved; | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 981 | /// No description provided for @cartYourCartEmpty. | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 1001 | /// In en, this message translates to: | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 1021 | String get cartMovedToWishlist; | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 1041 | /// No description provided for @cartViewMore. | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 1061 | /// In en, this message translates to: | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 1081 | String get cartAppliedCoupon; | COMMENT |
| LOW | lib/l10n/app_localizations.dart | 1101 | /// No description provided for @cartDiscount. | COMMENT |
| 152 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | Docs/Android_Firebase_Setup.md | 3 | ## Step 1: Create Firebase Project | COMMENT |
| LOW | Docs/Android_Firebase_Setup.md | 9 | ## Step 2: Add Android App to Firebase | COMMENT |
| LOW | Docs/Android_Firebase_Setup.md | 20 | ## Step 3: Place google-services.json | COMMENT |
| LOW | Docs/Android_Firebase_Setup.md | 27 | ## Step 4: Update Android Build Files | COMMENT |
| LOW | Docs/Android_Firebase_Setup.md | 65 | ## Step 5: Configure Android Manifest | COMMENT |
| LOW | Docs/Android_Firebase_Setup.md | 96 | ## Step 6: Handle Messages in Android | COMMENT |
| LOW | Docs/Android_Firebase_Setup.md | 102 | ## Step 7: Test Android Push Notifications | COMMENT |
| LOW | Docs/Android_Firebase_Setup.md | 121 | ## Step 8: Android App Signing (Production) | COMMENT |
| LOW | Docs/LanguageConfiguration.md | 71 | ### Step 1: Choose a Locale Code | COMMENT |
| LOW | Docs/LanguageConfiguration.md | 81 | ### Step 2: Create a New ARB File | COMMENT |
| LOW | Docs/LanguageConfiguration.md | 118 | ## Step 3: Regenerate Flutter Localization Files | COMMENT |
| LOW | Docs/LanguageConfiguration.md | 135 | ## Step 4: Verify Generated Locale Support | COMMENT |
| LOW | Docs/LanguageConfiguration.md | 147 | ## Step 5: Add the Same Locale in Bagisto | COMMENT |
| LOW | Docs/LanguageConfiguration.md | 167 | ## Step 6: Test the New Language in the App | COMMENT |
| LOW⚡ | Docs/iOS_Firebase_Setup.md | 3 | ## Step 1: Create Firebase Project (if not already done) | COMMENT |
| LOW⚡ | Docs/iOS_Firebase_Setup.md | 9 | ## Step 2: Create Apple App in Firebase | COMMENT |
| LOW⚡ | Docs/iOS_Firebase_Setup.md | 16 | ## Step 3: Place GoogleService-Info.plist | COMMENT |
| LOW | Docs/iOS_Firebase_Setup.md | 32 | ## Step 4: Configure iOS in Xcode | COMMENT |
| LOW | Docs/iOS_Firebase_Setup.md | 86 | ## Step 5: Build and Test | COMMENT |
| LOW | Docs/iOS_Firebase_Setup.md | 109 | ## Step 6: Test iOS Push Notifications | COMMENT |
| LOW | Docs/iOS_Firebase_Setup.md | 124 | ## Step 7: iOS App Signing (Production) | COMMENT |
| LOW | Docs/iOS_Firebase_Setup.md | 138 | ## Step 8: Permissions | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | test/account_models_test.dart | 94 | 'address': ['123 Main St', 'Apt 4B'], | CODE |
| LOW | test/address_debug_payload_test.dart | 15 | companyName: 'Acme Corp', | CODE |
| LOW | test/address_debug_payload_test.dart | 37 | 'companyName': 'Acme Corp', | CODE |
| LOW | test/checkout_flow_test.dart | 227 | address: '123 Main St', | CODE |
| LOW | test/checkout_flow_test.dart | 241 | expect(input['billingAddress'], '123 Main St'); | CODE |
| LOW | test/checkout_flow_test.dart | 266 | expect(addr.fullName, 'John Doe'); | CODE |
| LOW | test/checkout_flow_test.dart | 286 | expect(addr.displayName, 'John Doe'); | CODE |
| LOW | test/checkout_flow_test.dart | 292 | address: '123 Main St', | CODE |
| LOW | lib/features/account/data/models/account_models.dart | 1502 | /// Full name: "John Doe" | COMMENT |
| LOW | maestroContext/instruction.md | 94 | - inputText: "user@example.com" | CODE |
| LOW | maestroContext/instruction.md | 102 | - inputText: "user@example.com" | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | pubspec.yaml | 116 | # The following section is specific to Flutter packages. | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | pubspec.yaml | 121 | # included with your application, so that you can use the icons in | COMMENT |