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AI Slop Code RIsk Monitor

orchidsoftware/platform

Orchid is a @laravel package that allows for rapid application development of back-office applications, admin/user panels, and dashboards.

6.3 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for orchidsoftware/platform, a PHP project with 4,798 GitHub stars. SynthScan examined 54,227 lines of code across 620 source files, recording 316 pattern matches distributed across 2 syntactic categories. The legacy adjusted pattern signal is 6.3 (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.

6.3
Adjusted Signal
6.3
Raw Pattern Score
100%
Time Factor
2026-10-07
Last Push
4.8K
Stars
PHP
Language
54.2K
Lines of Code
620
Files
316
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 24.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 278 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.8/100 · LOW

Are imports declared and package/API names verified? 38 finding(s).

Agent Over-Engineering Ratio 24.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 278 finding(s).

PR Review Velocity Impact 25.3/100 · MEDIUM

Which changes need focused human review? 316 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 0LOW 316

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 316 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.

Hyper-Verbose Identifiers278 hits · 300 pts
SeverityFileLineSnippetContext
LOWresources/js/controllers/markdown_controller.js92function buildHeadingLineDecorations(doc) {CODE
LOWresources/js/controllers/markdown_controller.js119function buildMarkdownMarkerDecorations(view) {CODE
LOWtests/Unit/FiltersTest.php17 public function testRoleFilterFiltersAndDisplaysSelectedRole(): voidCODE
LOWtests/Unit/FiltersTest.php85 public function testPatternWithoutChildValue(): voidCODE
LOWtests/Unit/FiltersTest.php98 public function testPatternWithNestedValue(): voidCODE
LOWtests/Unit/TurboTest.php14 public function testDoesntChangeResponseWhenNotTurboVisit(): voidCODE
LOWtests/Unit/TurboTest.php29 public function testHandlesRedirectResponses()CODE
LOWtests/Unit/PresenterTest.php58 public function testPresenterResolvesViaAttribute(): voidCODE
LOW⚡tests/Unit/PresenterTest.php71 public function testPresenterRuntimeOverride(): voidCODE
LOW⚡tests/Unit/PresenterTest.php79 public function testPresenterRuntimeOverridePersistsOnSameInstance(): voidCODE
LOW⚡tests/Unit/PresenterTest.php89 public function testPresenterSetDynamicallyWithoutAttribute(): voidCODE
LOWtests/Unit/PresenterTest.php101 public function testPresenterThrowsWhenNoneIsDefined(): voidCODE
LOWtests/Unit/AttachmentTest.php60 public function testAttachmentCustomEngineFile(): voidCODE
LOWtests/Unit/AttachmentTest.php142 public function testAttachmentUrlLinkNotFound(): voidCODE
LOWtests/Unit/AttachmentTest.php170 public function testDuplicateAttachmentUpload(): voidCODE
LOWtests/Unit/AttachmentTest.php185 public function testAttachmentUploadAllowingDuplicate(): voidCODE
LOW⚡tests/Unit/AttachmentTest.php200 public function testUnknownMimeTypeAttachmentUpload(): voidCODE
LOW⚡tests/Unit/AttachmentTest.php208 public function testUnknownExtensionAttachmentUpload(): voidCODE
LOW⚡tests/Unit/AttachmentTest.php216 public function testAttachmentTitleAttribute(): voidCODE
LOWtests/Unit/AttachmentTest.php267 public function testIsPhysicalExistAttachment()CODE
LOWtests/Unit/DashboardTest.php34 public function testIsModelCustomNotFound(): voidCODE
LOWtests/Unit/ModelFiltersTest.php15 public function testNotParamsFiltersApply(): voidCODE
LOWtests/Unit/ModelFiltersTest.php25 public function testOnlyOneParamsFiltersApply(): voidCODE
LOWtests/Unit/ModelFiltersTest.php39 public function testManyParamsFiltersApply(): voidCODE
LOWtests/Unit/ModelFiltersTest.php54 public function testManyParamsFiltersApplyWithHttpAndDefaultSort(): voidCODE
LOWtests/Unit/ModelFiltersTest.php83 public function testDefaultSortWithParams(): voidCODE
LOWtests/Unit/ModelFiltersTest.php102 public function testFiltersApplySomeSelection(): voidCODE
LOWtests/Unit/LocaleTest.php19 public function testTranslationsJsonValidation(): voidCODE
LOWtests/Unit/LocaleTest.php29 public function testUsageAllTranslateString(): voidCODE
LOWtests/Unit/LocaleTest.php63 protected function checkUsageTranslateStringInProject(string $string): boolCODE
LOWtests/Unit/PublishedResourceTest.php44 public function testManifestFilesHaveVersion(): voidCODE
LOWtests/Unit/PublishedResourceTest.php81 public function testManifestEntriesHaveIntegrity(): voidCODE
LOWtests/Unit/AlertTest.php46 public function testShouldFlashLevelsAlert(string $level, string $css): voidCODE
LOWtests/Unit/AlertTest.php58 public function testShouldFlashLevelsToast(string $level, string $css): voidCODE
LOW⚡tests/Unit/AlertTest.php77 public function testToastShouldBePersistent(): voidCODE
LOW⚡tests/Unit/AlertTest.php86 public function testToastShouldBePersistentAlias(): voidCODE
LOW⚡tests/Unit/AlertTest.php95 public function testToastShouldSetDelayAndBePersistent(): voidCODE
LOWtests/Unit/FieldTest.php151 public function testOldNameMatchesLaravelRequestOldPrefix()CODE
LOWtests/Unit/FieldTest.php166 public function testOldNameMatchesLaravelRequestOldPrefixWithErrors()CODE
LOW⚡tests/Unit/FieldTest.php223 public function testAddsSingleClassToEmptyClassAttribute(): voidCODE
LOW⚡tests/Unit/FieldTest.php231 public function testAddsMultipleClassesToEmptyClassAttribute(): voidCODE
LOW⚡tests/Unit/FieldTest.php239 public function testAddsArrayOfClassesToEmptyClassAttribute(): voidCODE
LOW⚡tests/Unit/FieldTest.php247 public function testAddsNewClassToExistingClasses(): voidCODE
LOW⚡tests/Unit/FieldTest.php255 public function testDoesNotDuplicateClasses(): voidCODE
LOWtests/Unit/PermissionTest.php117 public function testIsRegisteredPermission(): voidCODE
LOWtests/Unit/PermissionTest.php132 public function testGetPermissionsByGroup(): voidCODE
LOWtests/Unit/PermissionTest.php149 public function testRegisterPermissionGroupMergesDefinitionsIntoExistingGroup(): voidCODE
LOWtests/Unit/PermissionTest.php175 public function testLegacyItemPermissionKeepsGroupPropertyAlias(): voidCODE
LOWtests/Unit/PermissionTest.php199 public function testPermissionGroupDoesNotExposeLegacyMethods(): voidCODE
LOWtests/Unit/PermissionTest.php207 public function testAllowedPermissionsReturnsPermissionsValueObject(): voidCODE
LOWtests/Unit/PermissionTest.php226 public function testPermissionDescriptionIsNotStoredWithAssignedPermissions(): voidCODE
LOWtests/Unit/PermissionTest.php247 public function testUserPermissionsAreCastedToValueObject(): voidCODE
LOWtests/Unit/PermissionTest.php271 public function testPermissionsReturnSameInstanceWhenAlreadyNormalized(): voidCODE
LOWtests/Unit/PermissionTest.php280 public function testPermissionsConstructorNormalizesItems(): voidCODE
LOWtests/Unit/PermissionTest.php294 public function testPermissionsCanBeCreatedFromArrayableInput(): voidCODE
LOWtests/Unit/PermissionTest.php307 public function testPermissionsCanBeCreatedFromTraversableInput(): voidCODE
LOWtests/Unit/PermissionTest.php320 public function testPermissionsCanBeCreatedFromJsonInput(): voidCODE
LOWtests/Unit/PermissionTest.php330 public function testPermissionsAreJsonSerializable(): voidCODE
LOWtests/Unit/PermissionTest.php343 public function testPermissionsIgnoreInvalidInput(): voidCODE
LOWtests/Unit/PermissionTest.php349 public function testPermissionsNormalizeBooleanLikeValues(): voidCODE
218 more matches not shown…
Fake / Example Data38 hits · 42 pts
SeverityFileLineSnippetContext
LOWresources/js/controllers/select_controller.js93 if (this.select.getAttribute("placeholder") === "false") {CODE
LOWresources/js/controllers/select_controller.js99 this.select.getAttribute("placeholder") ||CODE
LOWresources/js/controllers/datetime_controller.js32 placeholder: "placeholder",CODE
LOWresources/js/controllers/search_controller.js11 static targets = ["query", "result", "placeholder"];CODE
LOWresources/js/controllers/code_controller.js114 return this.textareaTarget.getAttribute("placeholder") || "";CODE
LOWresources/js/controllers/markdown_controller.js333 return this.textareaTarget.getAttribute("placeholder") || "";CODE
LOWresources/views/fields/select.blade.php2 data-select-placeholder-value="{{ $attributes['placeholder'] ?? '' }}"CODE
LOWresources/views/partials/search/placeholder.blade.php1<div data-search-target="placeholder"CODE
LOWtests/Unit/PermissionTest.php57 'email' => 'test@test.com',CODE
LOWtests/Unit/PermissionTest.php60 'email' => 'test@test.com',CODE
LOW⚡tests/Unit/Screen/Fields/InputTest.php116 ->title('Lorem ipsum dolor sit amet')CODE
LOW⚡tests/Unit/Screen/Fields/InputTest.php116 ->title('Lorem ipsum dolor sit amet')CODE
LOW⚡tests/Unit/Screen/Fields/InputTest.php119 $this->assertStringContainsString('Lorem ipsum dolor sit amet', self::renderField($input));CODE
LOW⚡tests/Unit/Screen/Fields/InputTest.php119 $this->assertStringContainsString('Lorem ipsum dolor sit amet', self::renderField($input));CODE
LOWtests/Unit/Screen/Fields/InputTest.php165 ->set('title', 'John Doe')CODE
LOWtests/App/Views/dummy/text.blade.php1<strong>Lorem Ipsum</strong> is simply dummy text of the printing andCODE
LOW⚡tests/Feature/Platform/NotificationTest.php24 ->message('Lorem ipsum dolor sit amet, consectetur adipiscing elit.')CODE
LOW⚡tests/Feature/Platform/NotificationTest.php24 ->message('Lorem ipsum dolor sit amet, consectetur adipiscing elit.')CODE
LOW⚡tests/Feature/Platform/NotificationTest.php35 ->assertSee('Lorem ipsum dolor sit amet, consectetur adipiscing elit.');CODE
LOW⚡tests/Feature/Platform/NotificationTest.php35 ->assertSee('Lorem ipsum dolor sit amet, consectetur adipiscing elit.');CODE
LOWsrc/Screen/Field.php103 'placeholder',CODE
LOWsrc/Screen/Actions/Toggle.php49 $this->set('placeholder', $this->get('title'));CODE
LOWsrc/Screen/Fields/Cropper.php86 'placeholder',CODE
LOWsrc/Screen/Fields/Code.php78 'placeholder',CODE
LOWsrc/Screen/Fields/Markdown.php93 'placeholder',CODE
LOWsrc/Screen/Fields/Radio.php66 'placeholder',CODE
LOWsrc/Screen/Fields/DateTimer.php62 'placeholder' => 'Select Date...',CODE
LOWsrc/Screen/Fields/DateTimer.php85 'placeholder',CODE
LOWsrc/Screen/Fields/Quill.php71 'placeholder',CODE
LOWsrc/Screen/Fields/Switcher.php71 'placeholder',CODE
LOWsrc/Screen/Fields/Password.php80 'placeholder',CODE
LOWsrc/Screen/Fields/Attach.php52 'placeholder' => 'Upload file',CODE
LOWsrc/Screen/Fields/Input.php91 'placeholder',CODE
LOWsrc/Screen/Fields/TextArea.php60 'placeholder',CODE
LOWsrc/Screen/Fields/Select.php91 'placeholder',CODE
LOWsrc/Screen/Fields/CheckBox.php71 'placeholder',CODE
LOWsrc/Screen/Fields/UTM.php63 'placeholder',CODE
LOWsrc/Screen/Fields/Picture.php61 'placeholder',CODE