1.0

Adjusted Signal

1.0

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

6.2K

Stars

PHP

Language

3.4M

Lines of Code

8.9K

Files

3.1K

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 4.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 2973 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.2/100 · LOW

Are imports declared and package/API names verified? 87 finding(s).

Agent Over-Engineering Ratio 3.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 2556 finding(s).

PR Review Velocity Impact 5.5/100 · LOW

Which changes need focused human review? 3060 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 19MEDIUM 374LOW 2667

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 3060 distinct pattern matches across 8 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 Identifiers2556 hits · 2422 pts

Severity	File	Line	Snippet	Context
LOW	features/bootstrap/Aws/Test/PerformanceContext.php	61	public function iHaveLoadedMySdkAndItsDependencies()	CODE
LOW	features/bootstrap/Aws/Test/PerformanceContext.php	69	public function iTakeASnapshotOfMyResources()	CODE
LOW	features/bootstrap/Aws/Test/PerformanceContext.php	111	public function iCreateAClientForEachService()	CODE
LOW	features/bootstrap/Aws/Test/PerformanceContext.php	125	public function iCreateAndDiscardClientSForEachService($numClients)	CODE
LOW	features/bootstrap/Aws/Test/PerformanceContext.php	141	public function iExecuteCommandsOnEachClient($numCommands)	CODE
LOW	features/bootstrap/Aws/Test/PerformanceContext.php	229	public function iShouldNotHaveLeakedAnyResources()	CODE
LOW	features/bootstrap/Aws/Test/PerformanceContext.php	257	private function findOperationWithNoRequiredParameters($service)	CODE
LOW	…otstrap/Aws/Test/Integ/ClientSideMonitoringContext.php	126	public function iHaveLoadedATestManifestFileCalled($filename)	CODE
LOW	…otstrap/Aws/Test/Integ/ClientSideMonitoringContext.php	145	public function iHaveLoadedATestCaseFileCalled($filename)	CODE
LOW	…otstrap/Aws/Test/Integ/ClientSideMonitoringContext.php	179	public function iSuccessfullyRunTheTestCasesAgainstATestServer()	CODE
LOW	…otstrap/Aws/Test/Integ/ClientSideMonitoringContext.php	397	private function sendSocketShutdownMessage()	CODE
LOW	tests/HandlerListTest.php	24	public function testHandlerCanBeSetInCtor()	CODE
LOW	tests/HandlerListTest.php	32	public function testHandlerCanBeSetInSetter()	CODE
LOW	tests/HandlerListTest.php	62	public function testIgnoreWhenNameNotFound()	CODE
LOW	tests/HandlerListTest.php	91	public function testWrapsInStepOrderWithAppend()	CODE
LOW	tests/HandlerListTest.php	109	public function testWrapsInStepOrderWithPrepend()	CODE
LOW	tests/HandlerListTest.php	171	public function testMustExistByNameToPrependOrAppend()	CODE
LOW	tests/HandlerListTest.php	178	public function testCanInterposeMiddleware()	CODE
LOW	tests/PresignUrlMiddlewareTest.php	19	public function testDoesNotAddPresignedUrlForNonRequiredOperations()	CODE
LOW	tests/PresignUrlMiddlewareTest.php	40	public function testAddsPresignedUrlForRequiredOperations()	CODE
LOW	tests/PresignUrlMiddlewareTest.php	87	public function testNoPreSignedUrlWhenDifferentSourceRegionRequired()	CODE
LOW	tests/PresignUrlMiddlewareTest.php	106	public function testExtraQueryParametersAreURLEncoded(	CODE
LOW	tests/InputValidationMiddlewareTest.php	22	public static function getInvalidEndpointExceptions(): array	CODE
LOW	tests/InputValidationMiddlewareTest.php	78	public function testNoValidationWithoutInputList($input)	CODE
LOW⚡	tests/RetryMiddlewareV2Test.php	491	public function testDeciderRetriesWhenStatusCodeMatches()	CODE
LOW⚡	tests/RetryMiddlewareV2Test.php	501	public function testDeciderRetriesWhenConnectionError()	CODE
LOW⚡	tests/RetryMiddlewareV2Test.php	511	public function testDeciderIgnoresNonAwsExceptions()	CODE
LOW⚡	tests/RetryMiddlewareV2Test.php	519	public function testDeciderIgnoresPHPError()	CODE
LOW	tests/RetryMiddlewareV2Test.php	38	public function testRetriesForStandardMode(	CODE
LOW	tests/RetryMiddlewareV2Test.php	330	public function testRetriesForAdapativeMode()	CODE
LOW	tests/RetryMiddlewareV2Test.php	550	public function testDeciderRetriesWhenAwsErrorCodeMatches($err)	CODE
LOW	tests/RetryMiddlewareV2Test.php	557	public function testDeciderRetriesWhenExceptionStatusCodeMatches()	CODE
LOW	tests/RetryMiddlewareV2Test.php	573	public function testDeciderRetriesForRetryableTrait()	CODE
LOW	tests/RetryMiddlewareV2Test.php	600	public function testDeciderRetriesForCustomErrorCodes()	CODE
LOW	tests/RetryMiddlewareV2Test.php	625	public function testDeciderRetriesForCustomStatusCodes()	CODE
LOW	tests/RetryMiddlewareV2Test.php	639	public function testDeciderDoesNotRetryAfterMaxAttempts()	CODE
LOW	tests/RetryMiddlewareV2Test.php	689	public function testDelaysExponentiallyWithJitter()	CODE
LOW	tests/RetryMiddlewareV2Test.php	698	public function testDelaysWithSomeRandomness()	CODE
LOW	tests/RetryMiddlewareV2Test.php	713	public function testRetriesWhenResultMatches()	CODE
LOW	tests/RetryMiddlewareV2Test.php	746	public function testRetriesWhenExceptionMatches()	CODE
LOW	tests/RetryMiddlewareV2Test.php	780	public function testForwardRejectionWhenExceptionDoesNotMatch()	CODE
LOW	tests/RetryMiddlewareV2Test.php	810	public function testForwardValueWhenResultDoesNotMatch()	CODE
LOW	tests/RetryMiddlewareV2Test.php	832	public function testRetriesCanBeDisabledOnACommand()	CODE
LOW	tests/RetryMiddlewareV2Test.php	843	public function testResultReportsTheNumberOfRetries()	CODE
LOW	tests/RetryMiddlewareV2Test.php	865	public function testExceptionReportsTheNumberOfRetries()	CODE
LOW	tests/RetryMiddlewareV2Test.php	887	public function testResultReportsTotalRetryDelay()	CODE
LOW	tests/RetryMiddlewareV2Test.php	909	public function testExceptionReportsTotalRetryDelay()	CODE
LOW	tests/RetryMiddlewareV2Test.php	932	public function testReportsHttpStatsForEachRequest()	CODE
LOW	tests/RetryMiddlewareV2Test.php	966	public function testReportsHttpStatsForEachException()	CODE
LOW	tests/RetryMiddlewareV2Test.php	1055	public function testReportsHttpStatsForEachRequestEvenIfRetryStatsDisabled()	CODE
LOW	tests/UserAgentMiddlewareTest.php	118	public function testAppendsUserAgentHeader()	CODE
LOW	tests/UserAgentMiddlewareTest.php	143	public function testUserAgentContainsValue(array $args, string $expected)	CODE
LOW	tests/UserAgentMiddlewareTest.php	169	public static function userAgentCasesDataProvider(): \Generator	CODE
LOW	tests/UserAgentMiddlewareTest.php	260	public function testUserAgentValueStartsWithSdkVersionString()	CODE
LOW	tests/UserAgentMiddlewareTest.php	283	public function testUserAgentCaptureWaiterMetric()	CODE
LOW	tests/UserAgentMiddlewareTest.php	304	public function testUserAgentCapturePaginatorMetric()	CODE
LOW	tests/UserAgentMiddlewareTest.php	328	public function testUserAgentCaptureRetryConfigMetric(	CODE
LOW	tests/UserAgentMiddlewareTest.php	358	public static function retryConfigMetricProvider(): array	CODE
LOW	tests/UserAgentMiddlewareTest.php	629	public function testUserAgentCaptureGzipRequestCompressionMetric()	CODE
LOW	tests/UserAgentMiddlewareTest.php	661	public function testUserAgentCaptureResolvedAccountIdMetric()	CODE
2496 more matches not shown…

Slop Phrases201 hits · 434 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/data/iotwireless/2020-11-22/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>AWS IoT Wireless provides bi-directional communication between internet-co	CODE
MEDIUM	src/data/forecast/2018-06-26/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Provides APIs for creating and managing Amazon Forecast resources.</p>', '	CODE
MEDIUM⚡	src/data/bedrock-runtime/2023-09-30/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Describes the API operations for running inference using Amazon Bedrock mo	CODE
MEDIUM⚡	src/data/codebuild/2016-10-06/docs-2.json	457	"CreateFleetInput$computeType": "<p>Information about the compute resources the compute fleet uses. Available va	CODE
MEDIUM⚡	src/data/codebuild/2016-10-06/docs-2.json	459	"Fleet$computeType": "<p>Information about the compute resources the compute fleet uses. Available values includ	CODE
MEDIUM⚡	src/data/codebuild/2016-10-06/docs-2.json	460	"ProjectEnvironment$computeType": "<p>Information about the compute resources the build project uses. Available	CODE
MEDIUM⚡	src/data/codebuild/2016-10-06/docs-2.json	463	"UpdateFleetInput$computeType": "<p>Information about the compute resources the compute fleet uses. Available va	CODE
MEDIUM	src/data/codebuild/2016-10-06/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>CodeBuild</fullname> <p>CodeBuild is a fully managed build service	CODE
MEDIUM	src/data/elasticfilesystem/2015-02-01/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Amazon Elastic File System</fullname> <p>Amazon Elastic File System	CODE
MEDIUM	src/data/kinesis/2013-12-02/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Amazon Kinesis Data Streams Service API Reference</fullname> <p>Ama	CODE
MEDIUM	src/data/kinesisvideo/2017-09-30/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p/>', 'operations' => [ 'CreateSignalingChannel' => '<p>Creates a signaling	CODE
MEDIUM	src/data/pinpoint/2016-12-01/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Doc Engage API - Amazon Pinpoint API</p>', 'operations' => [ 'CreateApp' =	CODE
MEDIUM	src/data/organizations/2016-11-28/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Organizations is a web service that enables you to consolidate your multip	CODE
MEDIUM	src/data/shield/2016-06-02/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Shield Advanced</fullname> <p>This is the <i>Shield Advanced API Re	CODE
MEDIUM	src/data/ssm/2014-11-06/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Amazon Web Services Systems Manager is the operations hub for your Amazon	CODE
MEDIUM⚡	…data/partnercentral-selling/2022-07-26/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p><fullname>Partner Central</fullname> <p>This Amazon Web Services (AWS) Par	CODE
MEDIUM	src/data/signer/2017-08-25/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>AWS Signer is a fully managed code-signing service to help you ensure the	CODE
MEDIUM⚡	src/data/lakeformation/2017-03-31/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Lake Formation</fullname> <p>Defines the public endpoint for the La	CODE
MEDIUM	src/data/secretsmanager/2017-10-17/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Amazon Web Services Secrets Manager</fullname> <p>Amazon Web Servic	CODE
MEDIUM⚡	src/data/kms/2014-11-01/docs-2.json	3	"service": "<fullname>Key Management Service</fullname> <p>Key Management Service (KMS) is an encryption and key manag	CODE
MEDIUM⚡	src/data/kms/2014-11-01/docs-2.json	8	"CreateCustomKeyStore": "<p>Creates a <a href=\"https://docs.aws.amazon.com/kms/latest/developerguide/key-store-over	CODE
MEDIUM⚡	src/data/kms/2014-11-01/docs-2.json	10	"CreateKey": "<p>Creates a unique customer managed <a href=\"https://docs.aws.amazon.com/kms/latest/developerguide/c	CODE
MEDIUM	src/data/kms/2014-11-01/docs-2.json	23	"EnableKeyRotation": "<p>Enables <a href=\"https://docs.aws.amazon.com/kms/latest/developerguide/rotating-keys-enabl	CODE
MEDIUM	src/data/kms/2014-11-01/docs-2.json	37	"ImportKeyMaterial": "<p>Imports or reimports key material into an existing KMS key that was created without key mat	CODE
MEDIUM	src/data/kms/2014-11-01/docs-2.json	58	"UpdatePrimaryRegion": "<p>Changes the primary key of a multi-Region key. </p> <p>This operation changes the replica	CODE
MEDIUM	src/data/kms/2014-11-01/docs-2.json	80	"GetParametersForImportRequest$WrappingAlgorithm": "<p>The algorithm you will use with the RSA public key (<code	CODE
MEDIUM⚡	src/data/kms/2014-11-01/docs-2.json	1096	"CreateKeyRequest$KeyUsage": "<p>Determines the <a href=\"https://docs.aws.amazon.com/kms/latest/developerguide/	CODE
MEDIUM⚡	src/data/kms/2014-11-01/docs-2.json	1098	"KeyMetadata$KeyUsage": "<p>The <a href=\"https://docs.aws.amazon.com/kms/latest/developerguide/kms-cryptography	CODE
MEDIUM	src/data/kms/2014-11-01/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Key Management Service</fullname> <p>Key Management Service (KMS) i	CODE
MEDIUM	src/data/eventbridge/2015-10-07/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Amazon EventBridge helps you to respond to state changes in your Amazon We	CODE
LOW	src/data/frauddetector/2019-11-15/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>This is the Amazon Fraud Detector API Reference. This guide is for develop	CODE
MEDIUM⚡	src/data/glue/2017-03-31/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Glue</fullname> <p>Defines the public endpoint for the Glue service	CODE
MEDIUM⚡	src/data/sesv2/2019-09-27/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Amazon SES API v2</fullname> <p> <a href="http://aws.amazon.com/ses	CODE
MEDIUM	src/data/resource-explorer-2/2022-07-28/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Amazon Web Services Resource Explorer is a resource search and discovery s	CODE
MEDIUM	src/data/omics/2022-11-28/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Amazon Web Services HealthOmics is a service that helps users such as bioi	CODE
MEDIUM⚡	src/data/mediaconvert/2017-08-29/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => 'AWS Elemental MediaConvert', 'operations' => [ 'AssociateCertificate' => 'Ass	CODE
LOW⚡	src/data/mediaconvert/2017-08-29/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => 'AWS Elemental MediaConvert', 'operations' => [ 'AssociateCertificate' => 'Ass	CODE
MEDIUM	src/data/sns/2010-03-31/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Amazon Simple Notification Service</fullname> <p>Amazon Simple Noti	CODE
LOW	src/data/datasync/2018-11-09/docs-2.json	7	"CreateLocationAzureBlob": "<p>Creates a transfer <i>location</i> for a Microsoft Azure Blob Storage container. Data	CODE
MEDIUM	src/data/datasync/2018-11-09/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>DataSync</fullname> <p>In addition to the Amazon Web Services Manag	CODE
LOW	src/data/datasync/2018-11-09/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>DataSync</fullname> <p>In addition to the Amazon Web Services Manag	CODE
MEDIUM	src/data/cognito-idp/2016-04-18/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>With the Amazon Cognito user pools API, you can configure user pools and a	CODE
MEDIUM	src/data/greengrassv2/2020-11-30/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>IoT Greengrass brings local compute, messaging, data management, sync, and	CODE
MEDIUM	src/data/neptunedata/2023-08-01/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p><fullname>Neptune Data API</fullname> <p>The Amazon Neptune data API provi	CODE
MEDIUM⚡	src/data/acm-pca/2017-08-22/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>This is the <i>Amazon Web Services Private Certificate Authority API Refer	CODE
MEDIUM	src/data/b2bi/2022-06-23/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>This is the <i>Amazon Web Services B2B Data Interchange API Reference</i>.	CODE
MEDIUM	src/data/groundstation/2019-05-23/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Welcome to the AWS Ground Station API Reference. AWS Ground Station is a f	CODE
MEDIUM	src/data/config/2014-11-12/docs-2.json	3	"service": "<fullname>Config</fullname> <p>Config provides a way to keep track of the configurations of all the Amazon	CODE
LOW	src/data/config/2014-11-12/docs-2.json	2024	"RecordingGroup$includeGlobalResourceTypes": "<p>This option is a bundle which only applies to the global IAM re	CODE
MEDIUM	src/data/config/2014-11-12/docs-2.json	2907	"base": "<p>Specifies which resource types Config records for configuration changes. By default, Config records co	CODE
MEDIUM	src/data/config/2014-11-12/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Config</fullname> <p>Config provides a way to keep track of the con	CODE
LOW	src/data/config/2014-11-12/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Config</fullname> <p>Config provides a way to keep track of the con	CODE
MEDIUM	src/data/memorydb/2021-01-01/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>MemoryDB is a fully managed, Redis OSS-compatible, in-memory database that	CODE
MEDIUM	src/data/neptune-graph/2023-11-29/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Neptune Analytics is a new analytics database engine for Amazon Neptune th	CODE
MEDIUM	src/data/fms/2018-01-01/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>This is the <i>Firewall Manager API Reference</i>. This guide is for devel	CODE
MEDIUM	src/data/s3control/2018-08-20/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p> Amazon Web Services S3 Control provides access to Amazon S3 control plane	CODE
MEDIUM	src/data/customer-profiles/2020-08-15/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Connect Customer Customer Profiles</fullname> <ul> <li> <p> <a href	CODE
MEDIUM⚡	src/data/qbusiness/2023-11-27/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>This is the <i>Amazon Q Business</i> API Reference. Amazon Q Business is a	CODE
MEDIUM	src/data/synthetics/2017-10-11/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Amazon CloudWatch Synthetics</fullname> <p>You can use Amazon Cloud	CODE
MEDIUM	src/data/runtime.lex/2016-11-28/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Amazon Lex provides both build and runtime endpoints. Each endpoint provid	CODE
141 more matches not shown…

AI Slop Vocabulary113 hits · 290 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/data/codebuild/2016-10-06/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>CodeBuild</fullname> <p>CodeBuild is a fully managed build service	CODE
MEDIUM	src/data/kinesisvideo/2017-09-30/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p/>', 'operations' => [ 'CreateSignalingChannel' => '<p>Creates a signaling	CODE
MEDIUM⚡	…data/partnercentral-selling/2022-07-26/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p><fullname>Partner Central</fullname> <p>This Amazon Web Services (AWS) Par	CODE
MEDIUM⚡	…data/partnercentral-selling/2022-07-26/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p><fullname>Partner Central</fullname> <p>This Amazon Web Services (AWS) Par	CODE
MEDIUM⚡	…data/partnercentral-selling/2022-07-26/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p><fullname>Partner Central</fullname> <p>This Amazon Web Services (AWS) Par	CODE
MEDIUM	src/data/geo-places/2020-11-19/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p> The Places API enables powerful location search and geocoding capabilitie	CODE
MEDIUM⚡	src/data/lakeformation/2017-03-31/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Lake Formation</fullname> <p>Defines the public endpoint for the La	CODE
MEDIUM⚡	src/data/lakeformation/2017-03-31/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Lake Formation</fullname> <p>Defines the public endpoint for the La	CODE
MEDIUM⚡	src/data/kms/2014-11-01/docs-2.json	1096	"CreateKeyRequest$KeyUsage": "<p>Determines the <a href=\"https://docs.aws.amazon.com/kms/latest/developerguide/	CODE
MEDIUM	src/data/kms/2014-11-01/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Key Management Service</fullname> <p>Key Management Service (KMS) i	CODE
MEDIUM	src/data/lookoutequipment/2020-12-15/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Amazon Lookout for Equipment is a machine learning service that uses advan	CODE
MEDIUM⚡	src/data/glue/2017-03-31/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Glue</fullname> <p>Defines the public endpoint for the Glue service	CODE
MEDIUM⚡	src/data/glue/2017-03-31/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Glue</fullname> <p>Defines the public endpoint for the Glue service	CODE
MEDIUM⚡	src/data/glue/2017-03-31/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Glue</fullname> <p>Defines the public endpoint for the Glue service	CODE
MEDIUM⚡	src/data/sesv2/2019-09-27/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Amazon SES API v2</fullname> <p> <a href="http://aws.amazon.com/ses	CODE
MEDIUM	…ta/bedrock-agentcore-control/2023-06-05/api-2.json.php	3	return [ 'version' => '2.0', 'metadata' => [ 'apiVersion' => '2023-06-05', 'auth' => [ 'aws.auth#sigv4', ], 'endpointPre	CODE
MEDIUM⚡	src/data/bedrock-agentcore/2024-02-28/api-2.json.php	3	return [ 'version' => '2.0', 'metadata' => [ 'apiVersion' => '2024-02-28', 'auth' => [ 'aws.auth#sigv4', ], 'endpointPre	CODE
MEDIUM⚡	src/data/bedrock-agentcore/2024-02-28/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Welcome to the Amazon Bedrock AgentCore Data Plane API reference. Data Pla	CODE
MEDIUM⚡	src/data/bedrock-agentcore/2024-02-28/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Welcome to the Amazon Bedrock AgentCore Data Plane API reference. Data Pla	CODE
MEDIUM⚡	src/data/wickr/2024-02-01/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Welcome to the <i>Amazon Web Services Wickr API Reference</i>.</p> <p>The	CODE
MEDIUM⚡	src/data/wickr/2024-02-01/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Welcome to the <i>Amazon Web Services Wickr API Reference</i>.</p> <p>The	CODE
MEDIUM⚡	src/data/wickr/2024-02-01/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Welcome to the <i>Amazon Web Services Wickr API Reference</i>.</p> <p>The	CODE
MEDIUM	src/data/medialive/2017-10-14/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => 'API for AWS Elemental MediaLive', 'operations' => [ 'AcceptInputDeviceTransfe	CODE
MEDIUM⚡	src/data/mediaconvert/2017-08-29/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => 'AWS Elemental MediaConvert', 'operations' => [ 'AssociateCertificate' => 'Ass	CODE
MEDIUM	src/data/cognito-idp/2016-04-18/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>With the Amazon Cognito user pools API, you can configure user pools and a	CODE
MEDIUM⚡	src/data/acm-pca/2017-08-22/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>This is the <i>Amazon Web Services Private Certificate Authority API Refer	CODE
MEDIUM	src/data/customer-profiles/2020-08-15/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Connect Customer Customer Profiles</fullname> <ul> <li> <p> <a href	CODE
MEDIUM⚡	src/data/qbusiness/2023-11-27/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>This is the <i>Amazon Q Business</i> API Reference. Amazon Q Business is a	CODE
MEDIUM⚡	src/data/qbusiness/2023-11-27/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>This is the <i>Amazon Q Business</i> API Reference. Amazon Q Business is a	CODE
MEDIUM	…a/marketplace-discovery/2026-02-05/examples-1.json.php	3	return [ 'version' => '1.0', 'examples' => [ 'GetListing' => [ [ 'input' => [ 'listingId' => 'prodview-sampleSaasId', 'l	CODE
MEDIUM	src/data/location/2020-11-19/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>"Suite of geospatial services including Maps, Places, Routes, Tracking, an	CODE
MEDIUM	src/data/wafv2/2019-07-29/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>WAF </fullname> <note> <p>This is the latest version of the <b>WAF<	CODE
MEDIUM	src/data/iotfleetwise/2021-06-17/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Amazon Web Services IoT FleetWise is a fully managed service that you can	CODE
MEDIUM	src/data/accessanalyzer/2019-11-01/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Identity and Access Management Access Analyzer helps you to set, verify, a	CODE
MEDIUM⚡	src/data/lightsail/2016-11-28/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Amazon Lightsail is the easiest way to get started with Amazon Web Service	CODE
MEDIUM⚡	src/data/lightsail/2016-11-28/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Amazon Lightsail is the easiest way to get started with Amazon Web Service	CODE
MEDIUM⚡	src/data/lightsail/2016-11-28/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Amazon Lightsail is the easiest way to get started with Amazon Web Service	CODE
MEDIUM⚡	…/data/bedrock-agent-runtime/2023-07-26/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p><note> <p>Amazon Bedrock Agents (now Amazon Bedrock Agents Classic) is no	CODE
MEDIUM	src/data/cloudsearchdomain/2013-01-01/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>You use the AmazonCloudSearch2013 API to upload documents to a search doma	CODE
MEDIUM	src/data/neptune/2014-10-31/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Amazon Neptune</fullname> <p>Amazon Neptune is a fast, reliable, fu	CODE
MEDIUM	src/data/transfer/2018-11-05/docs-2.json	1611	"ProtocolDetails$PassiveIp": "<p> Indicates passive mode, for FTP and FTPS protocols. Enter a single IPv4 addres	CODE
MEDIUM	src/data/transfer/2018-11-05/docs-2.json	1611	"ProtocolDetails$PassiveIp": "<p> Indicates passive mode, for FTP and FTPS protocols. Enter a single IPv4 addres	CODE
MEDIUM⚡	src/data/transfer/2018-11-05/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Transfer Family offers fully managed support for the transfer of files ove	CODE
MEDIUM⚡	src/data/transfer/2018-11-05/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Transfer Family offers fully managed support for the transfer of files ove	CODE
MEDIUM⚡	src/data/dynamodb/2012-08-10/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Amazon DynamoDB</fullname> <p>Amazon DynamoDB is a fully managed No	CODE
MEDIUM	src/data/storagegateway/2013-06-30/docs-2.json	3	"service": "<fullname>Storage Gateway Service</fullname> <important> <p>Amazon FSx File Gateway is no longer available	CODE
MEDIUM⚡	src/data/storagegateway/2013-06-30/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Storage Gateway Service</fullname> <important> <p>Amazon FSx File G	CODE
MEDIUM⚡	src/data/storagegateway/2013-06-30/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Storage Gateway Service</fullname> <important> <p>Amazon FSx File G	CODE
MEDIUM⚡	src/data/ecs/2014-11-13/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p><fullname>Amazon Elastic Container Service</fullname> <p>Amazon Elastic Co	CODE
MEDIUM⚡	src/data/qconnect/2020-10-19/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<ul> <li> <p> <a href="https://docs.aws.amazon.com/connect/latest/APIReferenc	CODE
MEDIUM⚡	src/data/qconnect/2020-10-19/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<ul> <li> <p> <a href="https://docs.aws.amazon.com/connect/latest/APIReferenc	CODE
MEDIUM	src/data/workspaces/2015-04-08/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Amazon WorkSpaces Service</fullname> <p>Amazon WorkSpaces enables y	CODE
MEDIUM	src/data/codepipeline/2015-07-09/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname> CodePipeline </fullname> <p> <b>Overview</b> </p> <p>This is the C	CODE
MEDIUM⚡	src/data/sqs/2012-11-05/docs-2.json	631	"ReceiveMessageRequest$ReceiveRequestAttemptId": "<p>This parameter applies only to FIFO (first-in-first-out) qu	CODE
MEDIUM⚡	src/data/sqs/2012-11-05/docs-2.json	637	"SendMessageBatchRequestEntry$MessageDeduplicationId": "<p>This parameter applies only to FIFO (first-in-first-o	CODE
MEDIUM⚡	src/data/sqs/2012-11-05/docs-2.json	638	"SendMessageBatchRequestEntry$MessageGroupId": "<p> <code>MessageGroupId</code> is an attribute used in Amazon S	CODE
MEDIUM⚡	src/data/sqs/2012-11-05/docs-2.json	647	"SendMessageRequest$MessageDeduplicationId": "<p>This parameter applies only to FIFO (first-in-first-out) queues	CODE
MEDIUM⚡	src/data/sqs/2012-11-05/docs-2.json	648	"SendMessageRequest$MessageGroupId": "<p> <code>MessageGroupId</code> is an attribute used in Amazon SQS FIFO (F	CODE
MEDIUM	src/data/sqs/2012-11-05/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Welcome to the <i>Amazon SQS API Reference</i>.</p> <p>Amazon SQS is a rel	CODE
MEDIUM	src/data/iot/2015-05-28/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>IoT</fullname> <p>IoT provides secure, bi-directional communication	CODE
53 more matches not shown…

Modern AI Meta-Vocabulary69 hits · 178 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	src/data/bedrock-runtime/2023-09-30/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Describes the API operations for running inference using Amazon Bedrock mo	CODE
MEDIUM⚡	src/data/bedrock-runtime/2023-09-30/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Describes the API operations for running inference using Amazon Bedrock mo	CODE
MEDIUM	src/data/ssm/2014-11-06/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Amazon Web Services Systems Manager is the operations hub for your Amazon	CODE
MEDIUM	src/data/frauddetector/2019-11-15/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>This is the Amazon Fraud Detector API Reference. This guide is for develop	CODE
MEDIUM	…a/bedrock-agentcore-control/2023-06-05/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Welcome to the Amazon Bedrock AgentCore Control plane API reference. Contr	CODE
MEDIUM⚡	src/data/bedrock-agentcore/2024-02-28/api-2.json.php	3	return [ 'version' => '2.0', 'metadata' => [ 'apiVersion' => '2024-02-28', 'auth' => [ 'aws.auth#sigv4', ], 'endpointPre	CODE
MEDIUM⚡	src/data/bedrock-agentcore/2024-02-28/api-2.json.php	3	return [ 'version' => '2.0', 'metadata' => [ 'apiVersion' => '2024-02-28', 'auth' => [ 'aws.auth#sigv4', ], 'endpointPre	CODE
MEDIUM⚡	src/data/bedrock-agentcore/2024-02-28/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Welcome to the Amazon Bedrock AgentCore Data Plane API reference. Data Pla	CODE
MEDIUM	src/data/chatbot/2017-10-11/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>The <i>AWS Chatbot API Reference</i> provides descriptions, API request pa	CODE
MEDIUM⚡	src/data/qbusiness/2023-11-27/docs-2.json	400	"base": "<p>The creator mode specific admin controls configured for an Amazon Q Business application. Determines w	CODE
MEDIUM⚡	src/data/qbusiness/2023-11-27/docs-2.json	406	"base": "<p>The chat orchestration specific admin controls configured for an Amazon Q Business application. Determ	CODE
MEDIUM⚡	src/data/qbusiness/2023-11-27/docs-2.json	406	"base": "<p>The chat orchestration specific admin controls configured for an Amazon Q Business application. Determ	CODE
MEDIUM⚡	src/data/qbusiness/2023-11-27/docs-2.json	406	"base": "<p>The chat orchestration specific admin controls configured for an Amazon Q Business application. Determ	CODE
MEDIUM⚡	src/data/qbusiness/2023-11-27/docs-2.json	746	"ChatSyncInput$chatMode": "<p>The <code>chatMode</code> parameter determines the chat modes available to Amazon	CODE
MEDIUM⚡	src/data/qbusiness/2023-11-27/docs-2.json	747	"ConfigurationEvent$chatMode": "<p>The chat modes available to an Amazon Q Business end user.</p> <ul> <li> <p>	CODE
MEDIUM⚡	src/data/qbusiness/2023-11-27/docs-2.json	751	"base": "<p>Configuration information for Amazon Q Business conversation modes.</p> <p>For more information, see <	CODE
MEDIUM	src/data/qbusiness/2023-11-27/docs-2.json	1046	"base": "<p>Configuration information required to invoke chat in <code>CREATOR_MODE</code>.</p> <p>For more inform	CODE
MEDIUM	src/data/qbusiness/2023-11-27/docs-2.json	2837	"base": "<p>Configuration information required to invoke chat in <code>PLUGIN_MODE</code>.</p> <p>For more informa	CODE
MEDIUM⚡	src/data/qbusiness/2023-11-27/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>This is the <i>Amazon Q Business</i> API Reference. Amazon Q Business is a	CODE
MEDIUM⚡	src/data/qbusiness/2023-11-27/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>This is the <i>Amazon Q Business</i> API Reference. Amazon Q Business is a	CODE
MEDIUM⚡	src/data/qbusiness/2023-11-27/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>This is the <i>Amazon Q Business</i> API Reference. Amazon Q Business is a	CODE
MEDIUM⚡	src/data/qbusiness/2023-11-27/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>This is the <i>Amazon Q Business</i> API Reference. Amazon Q Business is a	CODE
MEDIUM⚡	src/data/qbusiness/2023-11-27/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>This is the <i>Amazon Q Business</i> API Reference. Amazon Q Business is a	CODE
MEDIUM	src/data/opensearch/2021-01-01/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Use the Amazon OpenSearch Service configuration API to create, configure,	CODE
MEDIUM	src/data/bedrock-agent-runtime/2023-07-26/docs-2.json	2058	"InvokeInlineAgentRequest$guardrailConfiguration": "<p> The <a href=\"https://docs.aws.amazon.com/bedrock/latest	CODE
MEDIUM	src/data/bedrock-agent-runtime/2023-07-26/docs-2.json	2964	"InvokeInlineAgentRequest$foundationModel": "<p> The <a href=\"https://docs.aws.amazon.com/bedrock/latest/usergu	CODE
MEDIUM⚡	…/data/bedrock-agent-runtime/2023-07-26/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p><note> <p>Amazon Bedrock Agents (now Amazon Bedrock Agents Classic) is no	CODE
MEDIUM⚡	…/data/bedrock-agent-runtime/2023-07-26/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p><note> <p>Amazon Bedrock Agents (now Amazon Bedrock Agents Classic) is no	CODE
MEDIUM⚡	…/data/bedrock-agent-runtime/2023-07-26/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p><note> <p>Amazon Bedrock Agents (now Amazon Bedrock Agents Classic) is no	CODE
MEDIUM⚡	src/data/ecs/2014-11-13/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p><fullname>Amazon Elastic Container Service</fullname> <p>Amazon Elastic Co	CODE
MEDIUM⚡	src/data/qconnect/2020-10-19/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<ul> <li> <p> <a href="https://docs.aws.amazon.com/connect/latest/APIReferenc	CODE
MEDIUM	src/data/bedrock/2023-04-20/api-2.json.php	3	return [ 'version' => '2.0', 'metadata' => [ 'apiVersion' => '2023-04-20', 'auth' => [ 'aws.auth#sigv4', 'smithy.api#htt	CODE
MEDIUM	src/data/bedrock/2023-04-20/docs-2.json	16	"CreateGuardrail": "<p>Creates a guardrail to block topics and to implement safeguards for your generative AI applic	CODE
MEDIUM	src/data/bedrock/2023-04-20/docs-2.json	110	"UpdateGuardrail": "<p>Updates a guardrail with the values you specify.</p> <ul> <li> <p>Specify a <code>name</code>	CODE
MEDIUM	src/data/bedrock/2023-04-20/docs-2.json	3111	"base": "<p>Contains filter strengths for harmful content. Guardrails support the following content filters to det	CODE
MEDIUM	src/data/bedrock/2023-04-20/docs-2.json	3126	"base": "<p>Contains filter strengths for harmful content. Guardrails support the following content filters to det	CODE
MEDIUM	src/data/bedrock/2023-04-20/docs-2.json	3165	"GuardrailContentFiltersTier$tierName": "<p>The tier that your guardrail uses for content filters. Valid values	CODE
MEDIUM	src/data/bedrock/2023-04-20/docs-2.json	3166	"GuardrailContentFiltersTierConfig$tierName": "<p>The tier that your guardrail uses for content filters. Valid v	CODE
MEDIUM⚡	src/data/bedrock/2023-04-20/docs-2.json	3260	"GuardrailContextualGroundingTier$tierName": "<p>The tier that your guardrail uses for contextual grounding. Val	CODE
MEDIUM⚡	src/data/bedrock/2023-04-20/docs-2.json	3261	"GuardrailContextualGroundingTierConfig$tierName": "<p>The tier that your guardrail uses for contextual groundin	CODE
MEDIUM⚡	src/data/bedrock/2023-04-20/docs-2.json	3265	"base": "<p>The system-defined guardrail profile that you're using with your guardrail. Guardrail profiles define	CODE
MEDIUM⚡	src/data/bedrock/2023-04-20/docs-2.json	3267	"CreateGuardrailRequest$crossRegionConfig": "<p>The system-defined guardrail profile that you're using with your	CODE
MEDIUM⚡	src/data/bedrock/2023-04-20/docs-2.json	3268	"UpdateGuardrailRequest$crossRegionConfig": "<p>The system-defined guardrail profile that you're using with your	CODE
MEDIUM⚡	src/data/bedrock/2023-04-20/docs-2.json	3272	"base": "<p>Contains details about the system-defined guardrail profile that you're using with your guardrail for	CODE
MEDIUM	src/data/bedrock/2023-04-20/docs-2.json	3287	"GuardrailCrossRegionDetails$guardrailProfileId": "<p>The ID of the guardrail profile that your guardrail is usi	CODE
MEDIUM	src/data/bedrock/2023-04-20/docs-2.json	3293	"GuardrailCrossRegionConfig$guardrailProfileIdentifier": "<p>The ID or Amazon Resource Name (ARN) of the guardra	CODE
MEDIUM	src/data/bedrock/2023-04-20/docs-2.json	3448	"GuardrailPiiEntityConfig$type": "<p>Configure guardrail type when the PII entity is detected.</p> <p>The follow	CODE
MEDIUM	src/data/bedrock/2023-04-20/docs-2.json	3667	"GuardrailTopicsTier$tierName": "<p>The tier that your guardrail uses for denied topic filters. Valid values inc	CODE
MEDIUM	src/data/bedrock/2023-04-20/docs-2.json	3668	"GuardrailTopicsTierConfig$tierName": "<p>The tier that your guardrail uses for denied topic filters. Valid valu	CODE
MEDIUM⚡	src/data/bedrock/2023-04-20/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Describes the API operations for creating, managing, fine-turning, and eva	CODE
MEDIUM⚡	src/data/bedrock/2023-04-20/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Describes the API operations for creating, managing, fine-turning, and eva	CODE
MEDIUM	src/data/eks/2017-11-01/docs-2.json	1980	"NodegroupUpdateConfig$updateStrategy": "<p>The configuration for the behavior to follow during a node group ver	CODE
MEDIUM⚡	src/data/eks/2017-11-01/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Amazon Elastic Kubernetes Service (Amazon EKS) is a managed service that m	CODE
MEDIUM⚡	src/data/eks/2017-11-01/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Amazon Elastic Kubernetes Service (Amazon EKS) is a managed service that m	CODE
MEDIUM⚡	src/data/eks/2017-11-01/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Amazon Elastic Kubernetes Service (Amazon EKS) is a managed service that m	CODE
MEDIUM	src/data/batch/2016-08-10/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Batch</fullname> <p>Using Batch, you can run batch computing worklo	CODE
MEDIUM⚡	src/data/bedrock-agent/2023-06-05/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p><note> <p>Amazon Bedrock Agents (now Amazon Bedrock Agents Classic) is no	CODE
MEDIUM⚡	src/data/bedrock-agent/2023-06-05/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p><note> <p>Amazon Bedrock Agents (now Amazon Bedrock Agents Classic) is no	CODE
MEDIUM⚡	src/data/bedrock-agent/2023-06-05/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p><note> <p>Amazon Bedrock Agents (now Amazon Bedrock Agents Classic) is no	CODE
MEDIUM	src/data/states/2016-11-23/docs-2.json	28	"RedriveExecution": "<p>Restarts unsuccessful executions of Standard workflows that didn't complete successfully in	CODE
9 more matches not shown…

Fake / Example Data87 hits · 108 pts

Severity	File	Line	Snippet	Context
LOW	tests/CloudFront/SignerTest.php	46	$filename = tempnam(sys_get_temp_dir(), 'cloudfront-fake-key');	CODE
LOW	tests/Api/Serializer/RestJsonSerializerTest.php	873	'pathParams' => ['id' => 'user@example.com'],	CODE
LOW⚡	tests/Api/ErrorParser/RpcV2CborErrorParserTest.php	66	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RpcV2CborErrorParserTest.php	73	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RpcV2CborErrorParserTest.php	78	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RpcV2CborErrorParserTest.php	89	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RpcV2CborErrorParserTest.php	96	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RpcV2CborErrorParserTest.php	101	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RpcV2CborErrorParserTest.php	112	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RpcV2CborErrorParserTest.php	119	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RpcV2CborErrorParserTest.php	124	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RpcV2CborErrorParserTest.php	177	'Message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RpcV2CborErrorParserTest.php	184	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RpcV2CborErrorParserTest.php	189	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RpcV2CborErrorParserTest.php	199	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RpcV2CborErrorParserTest.php	347	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RpcV2CborErrorParserTest.php	354	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RpcV2CborErrorParserTest.php	359	'message' => 'lorem ipsum',	CODE
LOW	tests/Api/ErrorParser/RpcV2CborErrorParserTest.php	210	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/JsonRpcErrorParserTest.php	72	'{ "__Type": "foo", "Message": "lorem ipsum" }',	CODE
LOW⚡	tests/Api/ErrorParser/JsonRpcErrorParserTest.php	77	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/JsonRpcErrorParserTest.php	81	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/JsonRpcErrorParserTest.php	152	'{ "__Type": "foo", "Message": "lorem ipsum" }',	CODE
LOW⚡	tests/Api/ErrorParser/JsonRpcErrorParserTest.php	157	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/JsonRpcErrorParserTest.php	161	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/JsonRpcErrorParserTest.php	172	'{ "__Type": "foo", "Message": "lorem ipsum" }',	CODE
LOW⚡	tests/Api/ErrorParser/JsonRpcErrorParserTest.php	177	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/JsonRpcErrorParserTest.php	181	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/JsonRpcErrorParserTest.php	192	'{ "__Type": "foo", "Message": "lorem ipsum" }',	CODE
LOW⚡	tests/Api/ErrorParser/JsonRpcErrorParserTest.php	197	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/JsonRpcErrorParserTest.php	201	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RestJsonErrorParserTest.php	65	'{ "type": "client", "message": "lorem ipsum", "code": "foo" }',	CODE
LOW⚡	tests/Api/ErrorParser/RestJsonErrorParserTest.php	70	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RestJsonErrorParserTest.php	75	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RestJsonErrorParserTest.php	85	'{"message": "lorem ipsum"}',	CODE
LOW⚡	tests/Api/ErrorParser/RestJsonErrorParserTest.php	90	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RestJsonErrorParserTest.php	94	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RestJsonErrorParserTest.php	175	'{"message": "lorem ipsum"}',	CODE
LOW⚡	tests/Api/ErrorParser/RestJsonErrorParserTest.php	180	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RestJsonErrorParserTest.php	184	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RestJsonErrorParserTest.php	192	'{ "type": "client", "message": "lorem ipsum", "code": "NonExistentException" }',	CODE
LOW⚡	tests/Api/ErrorParser/RestJsonErrorParserTest.php	197	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RestJsonErrorParserTest.php	202	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RestJsonErrorParserTest.php	211	'{ "type": "client", "Message": "lorem ipsum", "code": "NonExistentException" }',	CODE
LOW⚡	tests/Api/ErrorParser/RestJsonErrorParserTest.php	216	'message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RestJsonErrorParserTest.php	217	'Message' => 'lorem ipsum',	CODE
LOW⚡	tests/Api/ErrorParser/RestJsonErrorParserTest.php	222	'Message' => 'lorem ipsum',	CODE
LOW	src/data/ssm/2014-11-06/smoke.json.php	3	return [ 'version' => 1, 'defaultRegion' => 'us-west-2', 'testCases' => [ [ 'operationName' => 'ListDocuments', 'input'	CODE
LOW	src/data/ssm/2014-11-06/smoke.json	13	"Name": "'fake-name'"	CODE
LOW	src/data/cloudwatchomni/2025-01-01/examples-1.json	1697	"displayName": "Jane Doe",	CODE
LOW	src/data/cloudwatchomni/2025-01-01/examples-1.json.php	3	return [ 'version' => '1.0', 'examples' => [ 'CreateAccessGrant' => [ [ 'input' => [ 'name' => 'analyst-read-access', 'c	CODE
LOW	src/data/qapps/2023-11-27/api-2.json.php	3	return [ 'version' => '2.0', 'metadata' => [ 'apiVersion' => '2023-11-27', 'auth' => [ 'aws.auth#sigv4', ], 'endpointPre	CODE
LOW	src/data/qapps/2023-11-27/api-2.json	2380	"placeholder":{"shape":"Placeholder"},	CODE
LOW	src/data/qapps/2023-11-27/api-2.json	2395	"placeholder":{"shape":"Placeholder"},	CODE
LOW	src/data/wafv2/2019-07-29/smoke.json.php	3	return [ 'version' => 1, 'defaultRegion' => 'us-east-1', 'testCases' => [ [ 'operationName' => 'ListWebACLs', 'input' =>	CODE
LOW	src/data/wafv2/2019-07-29/smoke.json	16	"Name": "fake_name",	CODE
LOW	src/data/amplifyuibuilder/2021-08-11/api-2.json.php	3	return [ 'version' => '2.0', 'metadata' => [ 'apiVersion' => '2021-08-11', 'endpointPrefix' => 'amplifyuibuilder', 'json	CODE
LOW	src/data/amplifyuibuilder/2021-08-11/api-2.json	1324	"placeholder":{"shape":"String"},	CODE
LOW	src/data/iam/2010-05-08/smoke.json.php	3	return [ 'version' => 1, 'defaultRegion' => 'us-east-1', 'testCases' => [ [ 'operationName' => 'ListUsers', 'input' => [	CODE
LOW	src/data/iam/2010-05-08/smoke.json	13	"UserName": "fake_user"	CODE
27 more matches not shown…

Synthetic Comment Markers14 hits · 95 pts

Severity	File	Line	Snippet	Context
HIGH	CONTRIBUTING.md	127	Items reviewed in this way must include a statement like "generated by AI	CODE
HIGH⚡	…data/partnercentral-selling/2022-07-26/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p><fullname>Partner Central</fullname> <p>This Amazon Web Services (AWS) Par	CODE
HIGH⚡	…data/partnercentral-selling/2022-07-26/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p><fullname>Partner Central</fullname> <p>This Amazon Web Services (AWS) Par	CODE
HIGH⚡	src/data/sesv2/2019-09-27/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Amazon SES API v2</fullname> <p> <a href="http://aws.amazon.com/ses	CODE
HIGH⚡	src/data/sesv2/2019-09-27/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Amazon SES API v2</fullname> <p> <a href="http://aws.amazon.com/ses	CODE
HIGH	src/data/acm-pca/2017-08-22/docs-2.json	722	"base": "<p>Certificate revocation information used by the <a href=\"https://docs.aws.amazon.com/privateca/latest/	CODE
HIGH⚡	src/data/acm-pca/2017-08-22/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>This is the <i>Amazon Web Services Private Certificate Authority API Refer	CODE
HIGH⚡	src/data/acm-pca/2017-08-22/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>This is the <i>Amazon Web Services Private Certificate Authority API Refer	CODE
HIGH⚡	src/data/qbusiness/2023-11-27/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>This is the <i>Amazon Q Business</i> API Reference. Amazon Q Business is a	CODE
HIGH⚡	src/data/qbusiness/2023-11-27/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>This is the <i>Amazon Q Business</i> API Reference. Amazon Q Business is a	CODE
HIGH	src/data/resiliencehub/2020-04-30/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Resilience Hub helps you proactively prepare and protect your Amazon Web S	CODE
HIGH	src/data/resiliencehub/2020-04-30/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Resilience Hub helps you proactively prepare and protect your Amazon Web S	CODE
HIGH⚡	…data/elasticloadbalancingv2/2015-12-01/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Elastic Load Balancing</fullname> <p>A load balancer distributes in	CODE
HIGH⚡	…data/elasticloadbalancingv2/2015-12-01/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>Elastic Load Balancing</fullname> <p>A load balancer distributes in	CODE

AI Response Leakage5 hits · 30 pts

Severity	File	Line	Snippet	Context
HIGH	src/data/omics/2022-11-28/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Amazon Web Services HealthOmics is a service that helps users such as bioi	CODE
HIGH⚡	src/data/mediaconvert/2017-08-29/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => 'AWS Elemental MediaConvert', 'operations' => [ 'AssociateCertificate' => 'Ass	CODE
HIGH⚡	src/data/transfer/2018-11-05/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p>Transfer Family offers fully managed support for the transfer of files ove	CODE
HIGH	src/data/cloudtrail/2013-11-01/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<fullname>CloudTrail</fullname> <p>This is the CloudTrail API Reference. It p	CODE
HIGH	src/data/identitystore/2020-06-15/docs-2.json.php	3	return [ 'version' => '2.0', 'service' => '<p><note> <p> IAM Identity Center uses the <code>sso</code>, <code>sso-direct	CODE

Over-Commented Block15 hits · 15 pts

Severity	File	Line	Snippet	Context
LOW	tests/Token/BedrockTokenProviderTest.php	441	'service' => 'bedrock',	COMMENT
LOW	tests/Token/BedrockTokenProviderTest.php	461	// 'operation' => 'listTagsForResource',	COMMENT
LOW	tests/Crypto/EncryptionDecryptionTraitV3Test.php	201	$algorithmSuite,	COMMENT
LOW	tests/S3/Crypto/InstructionFileMetadataStrategyTest.php	81	$this->assertArrayHasKey(MetadataEnvelope::KEY_COMMITMENT_V3, $updatedArgs['Metadata']);	COMMENT
LOW	tests/Api/Serializer/ComplianceTest.php	21	use Aws\Api\Serializer\Ec2ParamBuilder;	COMMENT
LOW	src/AwsClient.php	721		COMMENT
LOW	src/Crypto/MetadataEnvelope.php	21	//# and MUST be prepended to all S3EC metadata mapkeys.	COMMENT
LOW	src/Crypto/MetadataEnvelope.php	41	//= type=implication	COMMENT
LOW	src/Crypto/MetadataEnvelope.php	61	//= ../specification/s3-encryption/data-format/content-metadata.md#content-metadata-mapkeys	COMMENT
LOW	src/Crypto/MetadataEnvelope.php	161	//= ../specification/s3-encryption/data-format/content-metadata.md#content-metadata-mapkeys	COMMENT
LOW	src/Crypto/EncryptionTraitV3.php	381	//= type=implication	COMMENT
LOW	src/Crypto/EncryptionTraitV3.php	401	//= type=implication	COMMENT
LOW	src/S3/Crypto/InstructionFileMetadataStrategy.php	61	//# In the V3 format, the mapkeys "x-amz-c", "x-amz-d", and "x-amz-i" MUST be stored exclusively in the Object M	COMMENT
LOW	src/S3/Crypto/S3EncryptionClientV3.php	101	* @param string\|null $instructionFileSuffix Suffix for a client wide	COMMENT
LOW	src/S3/Crypto/S3EncryptionClientV3.php	121	//= type=implication	COMMENT

aws/aws-sdk-php

Open-Source Code Quality, Security and Technical Debt Review