1.2

Adjusted Signal

1.2

Raw Pattern Score

100%

Time Factor

2026-10-27

Last Push

5.7K

Stars

Language

832.2K

Lines of Code

2.5K

Files

395

Pattern Hits

2026-10-31

Scan Date

0.05

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 1.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 258 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 3 finding(s).

Agent Over-Engineering Ratio 4.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 271 finding(s).

PR Review Velocity Impact 6.4/100 · LOW

Which changes need focused human review? 395 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 134MEDIUM 15LOW 246

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 395 distinct pattern matches across 10 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.

Cross-File Repetition134 hits · 670 pts

Severity	File	Line	Snippet	Context
HIGH	…r/graphql/server/manifests/cluster/2a_litmus_crds.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	chaoscenter/manifests/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.14.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.31.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.10.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.25.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.9.1/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.7.0/litmus-portal-crds-3.7.0.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.3.0/litmus-portal-crds-3.3.0.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.9.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.21.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.32.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.17.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.13.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.19.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.4.0/litmus-portal-crds-3.4.0.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.26.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.28.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.22.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.33.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.16.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.18.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.12.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.5.0/litmus-portal-crds-3.5.0.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.9.2/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.27.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.23.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.29.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.1.0/litmus-portal-crds-3.1.0.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.15.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.30.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.11.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.24.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.6.0/litmus-portal-crds-3.6.0.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.8.0/litmus-portal-crds-3.8.0.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.2.0/litmus-portal-crds-3.2.0.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.20.0/litmus-portal-crds.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/3.6.1/litmus-portal-crds-3.6.1.yml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/litmus-operator-v3.0.0-beta10.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/litmus-operator-v3.18.0.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/chaos-scheduler-v3.11.0.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/litmus-operator-v3.14.0.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/litmus-operator-v3.22.0.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/chaos-scheduler-v3.27.0.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/litmus-operator-v3.30.0.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/litmus-operator-v3.0.0-beta6.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/litmus-operator-v3.3.0.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/litmus-operator-v2.12.0.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/chaos-scheduler-v3.9.0.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/litmus-operator-v3.0.0-beta7.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/litmus-operator-v3.1.0.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/chaos-scheduler-v3.13.0.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/litmus-operator-v3.16.0.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/litmus-operator-v3.0-beta1.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/chaos-scheduler-v3.29.0.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/litmus-operator-v3.0.0-beta11.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/chaos-scheduler-v3.25.0.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/litmus-operator-v2.14.0.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/litmus-operator-v3.5.0.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
HIGH	mkdocs/docs/litmus-operator-v3.9.0.yaml	0	type: string resourcefieldref: description: 'selects a resource of the container: only resources limits and requests (li	STRING
74 more matches not shown…

Hyper-Verbose Identifiers137 hits · 138 pts

Severity	File	Line	Snippet	Context
LOW	chaoscenter/web/src/utils/colors.ts	8	export function getColorBasedOnResilienceScore(score: number \| undefined): colorPalette {	CODE
LOW	chaoscenter/web/src/utils/faultTunableForm.ts	6	export function getFaultTunableFromTuneExperimentFormValues(formValues: TuneExperimentForm): FaultTunables {	CODE
LOW	chaoscenter/web/src/utils/faultTunableForm.ts	19	export function getInitialValueFromFaultTunable(faultTunables: FaultTunables): TuneExperimentForm {	CODE
LOW	chaoscenter/web/src/utils/faultTunableForm.ts	30	export function getYupValidationFromFaultTunable(faultTunables: FaultTunables): any {	CODE
LOW	chaoscenter/web/src/utils/faultTunableForm.ts	39	function getYupObjectBasedOnEnvInputType(faultTunable: FaultTunable): any {	CODE
LOW	chaoscenter/web/src/utils/faultTunableForm.ts	59	export function getFaultTunablesInputType(value: any): FaultTunableInputType {	CODE
LOW	chaoscenter/web/src/utils/probes.ts	27	export function getProbeDetailsFromParsedProbe(probe: Probe): string[][] {	CODE
LOW	chaoscenter/web/src/utils/probes.ts	80	export function getProbePropertiesFromParsedProbe(probe: Probe): string[][] {	CODE
LOW	chaoscenter/web/src/utils/probes.ts	161	export function calculateTotalProbeStatusFromChaosData(chaosData?: ChaosData): [number, number, number] {	CODE
LOW	chaoscenter/web/src/utils/dates.ts	79	export function getDurationBetweenTwoDates(startTime: number \| undefined, endTime: number \| undefined): string {	CODE
LOW	…b/src/utils/getInfrastructureTypeFromExperimentKind.ts	4	export function getInfrastructureTypeFromExperimentKind(manifest: ExperimentManifest \| undefined): InfrastructureType {	CODE
LOW	chaoscenter/web/src/utils/getFormattedFileName.ts	5	export function generateUpgradeInfrastructureName({	CODE
LOW	chaoscenter/web/src/utils/getFormattedFileName.ts	15	export function generateUpgradeInfrastructureFileName({	CODE
LOW	chaoscenter/web/src/utils/getPropsBasedOnStatus.tsx	6	export function getPropsBasedOnChaosInfrastructureStatus(status: Status): StatusProps {	CODE
LOW	chaoscenter/web/src/utils/getPropsBasedOnStatus.tsx	39	export function getPropsBasedOnExperimentRunFaultStatus(status: Status): StatusProps {	CODE
LOW	chaoscenter/web/src/utils/getPropsBasedOnStatus.tsx	85	export function getPropsBasedOnExperimentRunStatus(status: Status): StatusProps {	CODE
LOW	chaoscenter/web/src/utils/getPropsBasedOnStatus.tsx	141	export function getPropsBasedOnProbeStatus(status: Status): StatusProps {	CODE
LOW	chaoscenter/web/src/utils/getPropsBasedOnStatus.tsx	172	export function getPropsBasedOnPermissionGroup(status: Status): StatusProps {	CODE
LOW	chaoscenter/web/src/models/chaosInfrastructure.ts	11	export function getChaosInfrastructureStatus(	CODE
LOW	…aoscenter/web/src/components/CopyButton/CopyButton.tsx	13	function fallbackCopyTextToClipboard(text: string): void {	CODE
LOW	…er/web/src/components/Drawer/__tests__/Drawer.test.tsx	7	function WrapperComponentWithoutUseModalHook(): JSX.Element {	CODE
LOW	…ts/PipelineDiagram/PipelineGraph/PipelineGraphNode.tsx	301	function PipelineGraphNodeWithCollapse(	CODE
LOW	…ts/PipelineDiagram/PipelineGraph/PipelineGraphNode.tsx	355	function PipelineGraphNodeObserved(	CODE
LOW	…shboardCardContainer/ProjectDashboardCardContainer.tsx	22	export default function ProjectDashboardCardContainer(props: ProjectDashboardCardProps): React.ReactElement {	CODE
LOW	…tureDetailsHeader/ChaosInfrastructureDetailsHeader.tsx	39	export default function ChaosInfrastructureDetailsHeader({	CODE
LOW	…tureTypeThumbnail/ChaosInfrastructureTypeThumbnail.tsx	25	export default function ChaosInfrastructureTypeThumbnail({	CODE
LOW	…haosInfrastructureHeader/ChaosInfrastructureHeader.tsx	45	export default function ChaosInfrastructureHeader({	CODE
LOW	chaoscenter/web/src/hooks/useLaunchExperimentFromHub.ts	12	export function useLaunchExperimentFromHub(predefinedExperiment: PredefinedExperiment \| undefined): () => void {	CODE
LOW	…center/web/src/api/core/experiments/listWorkflowRun.ts	37	export function listExperimentRunForHistory({	CODE
LOW	…center/web/src/api/core/experiments/listWorkflowRun.ts	102	export function listExperimentRunWithExecutionData({	CODE
LOW	…/src/api/core/experiments/updateCronExperimentState.ts	14	export function useUpdateCronExperimentStateMutation(	CODE
LOW	…infrastructures/deleteKubernetesChaosInfrastructure.ts	13	export function deleteKubernetesChaosInfra(	CODE
LOW	…uctures/testKubernetesChaosInfrastructureConnection.ts	13	export function testKubernetesChaosInfrastructureConnection(	CODE
LOW	…/web/src/api/core/infrastructures/connectChaosInfra.ts	34	export function connectChaosInfraManifestMode(	CODE
LOW	…structures/getKubernetesChaosInfrastructureManifest.ts	14	export function getKubernetesChaosInfrastructureManifest({	CODE
LOW	chaoscenter/web/src/api/core/probe/getProbe.ts	164	export function getKubernetesHTTPProbeProperties({	CODE
LOW	chaoscenter/web/src/api/core/probe/getProbe.ts	315	export function getKubernetesCMDProbeProperties({	CODE
LOW	…er/web/src/api/auth/hooks/useGetProjectMembersQuery.ts	35	export function useGetProjectMembersQuery(	CODE
LOW	…r/web/src/api/auth/hooks/useGetUserWithProjectQuery.ts	35	export function useGetUserWithProjectQuery(	CODE
LOW	…eb/src/api/auth/hooks/useGetUsersForInvitationQuery.ts	34	export function useGetUsersForInvitationQuery(	CODE
LOW	chaoscenter/web/src/errors/ErrorWrappers.tsx	9	export function ParentComponentErrorWrapper({ children }: ParentComponentErrorWrapperProps): React.ReactElement {	CODE
LOW	…ers/PendingProjectMemberList/PendingProjectMembers.tsx	6	export default function PendingProjectMembersController(): React.ReactElement {	CODE
LOW	…llers/ActiveProjectMemberList/ActiveProjectMembers.tsx	6	export default function ActiveProjectMembersController(): React.ReactElement {	CODE
LOW	…er/web/src/controllers/ExperimentRunHistory/helpers.ts	5	export function generateFaultTableContent(	CODE
LOW	…er/web/src/controllers/ExperimentRunHistory/helpers.ts	40	export function generateExperimentRunTableContent(	CODE
LOW	…trollers/ExperimentRunHistory/ExperimentRunHistory.tsx	73	export default function ExperimentRunHistoryController(): React.ReactElement {	CODE
LOW	…/src/controllers/ListChaosHubsTab/ListChaosHubsTab.tsx	22	export default function ListChaosHubsTabController({ onClose }: ListChaosHubsTabControllerProps): React.ReactElement {	CODE
LOW	…uctureUpgrade/KubernetesChaosInfrastructureUpgrade.tsx	13	export default function KubernetesChaosInfrastructureUpgradeController({	CODE
LOW	…tCreationChaosFaults/ExperimentCreationChaosFaults.tsx	21	export default function ExperimentCreationChaosFaultsController({	CODE
LOW	…rs/AccountSettingsOverview/AccountSettingsOverview.tsx	10	export default function AccountSettingsOverviewController(	CODE
LOW	…trollers/PredefinedExperiment/PredefinedExperiment.tsx	10	export default function PredefinedExperimentController(): React.ReactElement {	CODE
LOW	…eb/src/controllers/ChaosStudioEdit/ChaosStudioEdit.tsx	16	export default function ChaosStudioEditController(): React.ReactElement {	CODE
LOW	…/src/controllers/ProjectDashboard/ProjectDashboard.tsx	14	export default function ProjectDashboardController(): React.ReactElement {	CODE
LOW	…eb/src/controllers/ProbeProperties/ProbeProperties.tsx	14	export default function ProbePropertiesController({	CODE
LOW	…gsOverviewProjects/AccountSettingsOverviewProjects.tsx	20	export default function AccountSettingsOverviewProjectsController({	CODE
LOW	…trollers/AccountDetailsChange/AccountDetailsChange.tsx	15	export default function AccountDetailsChangeController(props: AccountDetailsChangeControllerProps): React.ReactElement {	CODE
LOW	…rs/ChaosProbeConfiguration/ChaosProbeConfiguration.tsx	20	export default function ChaosProbeConfigurationController({	CODE
LOW	…Scope/KubernetesChaosInfrastructureDeploymentScope.tsx	22	export default function KubernetesChaosInfrastructureDeploymentScopeController({	CODE
LOW	…rc/controllers/UpdateProjectName/UpdateProjectName.tsx	18	export default function UpdateProjectNameController(props: UpdateProjectNameControllerProps): React.ReactElement {	CODE
LOW	…web/src/controllers/Environments/DeleteEnvironment.tsx	12	export default function DeleteEnvironmentController({	CODE
77 more matches not shown…

Over-Commented Block81 hits · 81 pts

Severity	File	Line	Snippet	Context
LOW	demo/kubecon-demo/2020-NA/Argo/argowf-perf.yaml	101	#commnt	COMMENT
LOW	…kubecon-demo/2020-NA/Argo/argowf-perf-chaos-admin.yaml	221	# - name: finalresults	COMMENT
LOW	chaoscenter/fuzz_build.sh	1	#!/bin/bash -eu	COMMENT
LOW	…t-tracker/controllers/eventtrackerpolicy_controller.go	41	}	COMMENT
LOW	chaoscenter/web/src/bootstrap.scss	341	}	COMMENT
LOW	chaoscenter/web/src/bootstrap.scss	361	color: #eeeaf9 !important;	COMMENT
LOW	chaoscenter/web/src/bootstrap.scss	381	#react-root[data-theme='dark'] [class='Text--'][style='color: #000000'],	COMMENT
LOW	chaoscenter/web/src/constants/validation.ts	1	// ^[a-zA-Z0-9] # Must start with a letter or digit	COMMENT
LOW	chaoscenter/web/src/constants/validation.ts	21		COMMENT
LOW	chaoscenter/web/src/constants/SystemProbe.ts	21	kubernetesCMDProperties: {	COMMENT
LOW	chaoscenter/web/src/models/chaosEngine.ts	201	// Image for the source pod	COMMENT
LOW	chaoscenter/graphql/server/gqlgen.yml	21	resolver:	COMMENT
LOW	…ter/graphql/server/pkg/chaos_infrastructure/service.go	421	if len(infra.ExperimentDetails) > 0 {	COMMENT
LOW	…ter/graphql/server/pkg/chaos_infrastructure/service.go	441	//for _, versionStr := range compatibleArray {	COMMENT
LOW	…ter/graphql/server/pkg/chaos_infrastructure/service.go	461	//if infraVersion == latestVersion {	COMMENT
LOW	…ter/graphql/server/pkg/chaos_infrastructure/service.go	741	//var updateStatus model.UpdateStatus	COMMENT
LOW	…ter/graphql/server/pkg/chaos_infrastructure/service.go	761	// }	COMMENT
LOW	chaoscenter/authentication/DOC_SETUP.md	41		COMMENT
LOW	…thentication/api/handlers/rest/capabilities_handler.go	1	package rest	COMMENT
LOW	…er/authentication/api/handlers/rest/project_handler.go	21	"go.mongodb.org/mongo-driver/mongo"	COMMENT
LOW	…er/authentication/api/handlers/rest/project_handler.go	81	}	COMMENT
LOW	…er/authentication/api/handlers/rest/project_handler.go	121	return	COMMENT
LOW	…er/authentication/api/handlers/rest/project_handler.go	161	c.JSON(http.StatusOK, response.ListProjectResponse{Data: *res})	COMMENT
LOW	…er/authentication/api/handlers/rest/project_handler.go	201		COMMENT
LOW	…er/authentication/api/handlers/rest/project_handler.go	241	//	COMMENT
LOW	…er/authentication/api/handlers/rest/project_handler.go	281	//	COMMENT
LOW	…er/authentication/api/handlers/rest/project_handler.go	321		COMMENT
LOW	…er/authentication/api/handlers/rest/project_handler.go	441		COMMENT
LOW	…er/authentication/api/handlers/rest/project_handler.go	561	// AcceptInvitation godoc	COMMENT
LOW	…er/authentication/api/handlers/rest/project_handler.go	621	// DeclineInvitation godoc	COMMENT
LOW	…er/authentication/api/handlers/rest/project_handler.go	681	// LeaveProject godoc	COMMENT
LOW	…er/authentication/api/handlers/rest/project_handler.go	841	// UpdateProjectName godoc	COMMENT
LOW	…er/authentication/api/handlers/rest/project_handler.go	1001		COMMENT
LOW	…er/authentication/api/handlers/rest/project_handler.go	1041	//	COMMENT
LOW	…r/authentication/api/handlers/rest/dex_auth_handler.go	61	return	COMMENT
LOW	…nter/authentication/api/handlers/rest/misc_handlers.go	21	}	COMMENT
LOW	…nter/authentication/api/handlers/rest/misc_handlers.go	41	}	COMMENT
LOW	…nter/authentication/api/handlers/rest/user_handlers.go	21		COMMENT
LOW	…nter/authentication/api/handlers/rest/user_handlers.go	121	// @Tags UserRouter	COMMENT
LOW	…nter/authentication/api/handlers/rest/user_handlers.go	161	}	COMMENT
LOW	…nter/authentication/api/handlers/rest/user_handlers.go	201	//	COMMENT
LOW	…nter/authentication/api/handlers/rest/user_handlers.go	221	if err != nil {	COMMENT
LOW	…nter/authentication/api/handlers/rest/user_handlers.go	421	c.JSON(utils.ErrorStatusCodes[utils.ErrServerError], presenter.CreateErrorResponse(utils.ErrServerError))	COMMENT
LOW	…nter/authentication/api/handlers/rest/user_handlers.go	681	// CreateApiToken godoc	COMMENT
LOW	…nter/authentication/api/handlers/rest/user_handlers.go	741	})	COMMENT
LOW	…nter/authentication/api/handlers/rest/user_handlers.go	781		COMMENT
LOW	.github/workflows/codeql-analysis.yml	1	# For most projects, this workflow file will not need changing; you simply need	COMMENT
LOW	.github/workflows/codeql-analysis.yml	61	# ℹ️ Command-line programs to run using the OS shell.	COMMENT
LOW	…docs/docs/auth/v2.0.0/public/stylesheets/spectacle.css	1321	background: #cacaca;	COMMENT
LOW	…docs/docs/auth/v2.0.0/public/stylesheets/spectacle.css	1341	color: #ae81ff; }	COMMENT
LOW	…docs/docs/auth/v2.0.0/public/stylesheets/spectacle.css	1361	color: #f8f8f2; }	COMMENT
LOW	mkdocs/docs/graphql/v2.9.0/stylesheets/spectacle.css	1321	box-shadow: 0 7px 0 #cacaca, 0 14px 0 #cacaca; }	COMMENT
LOW	mkdocs/docs/graphql/v2.9.0/stylesheets/spectacle.css	1341	#spectacle .hljs-code,	COMMENT
LOW	mkdocs/docs/graphql/v2.9.0/stylesheets/spectacle.css	1361	#spectacle .hljs-string,	COMMENT
LOW	mkdocs/docs/graphql/v3.9.0/stylesheets/spectaql.min.css	1	#spectaql h2{color:#535b60;font-weight:400;font-size:1.5789473684rem}#spectaql .doc-heading{line-height:1.2;font-size:1.	COMMENT
LOW	…docs/docs/graphql/v3.11.x/stylesheets/spectaql.min.css	1	#spectaql h2{color:#535b60;font-weight:400;font-size:1.5789473684rem}#spectaql .doc-heading{line-height:1.2;font-size:1.	COMMENT
LOW	mkdocs/docs/graphql/v2.0.0/stylesheets/spectacle.css	1321	box-shadow: 0 7px 0 #cacaca, 0 14px 0 #cacaca; }	COMMENT
LOW	mkdocs/docs/graphql/v2.0.0/stylesheets/spectacle.css	1341	#spectacle .hljs-code,	COMMENT
LOW	mkdocs/docs/graphql/v2.0.0/stylesheets/spectacle.css	1361	#spectacle .hljs-string,	COMMENT
LOW	…docs/docs/graphql/v3.10.0/stylesheets/spectaql.min.css	1	#spectaql h2{color:#535b60;font-weight:400;font-size:1.5789473684rem}#spectaql .doc-heading{line-height:1.2;font-size:1.	COMMENT
21 more matches not shown…

Modern AI Meta-Vocabulary13 hits · 38 pts

Severity	File	Line	Snippet	Context
MEDIUM	chaoscenter/event-tracker/main.go	49	//+kubebuilder:scaffold:imports	COMMENT
MEDIUM	chaoscenter/event-tracker/main.go	69	//+kubebuilder:scaffold:scheme	COMMENT
MEDIUM	chaoscenter/event-tracker/main.go	157	//+kubebuilder:scaffold:builder	COMMENT
MEDIUM	chaoscenter/event-tracker/controllers/suite_test.go	33	//+kubebuilder:scaffold:imports	COMMENT
MEDIUM	chaoscenter/event-tracker/controllers/suite_test.go	64	//+kubebuilder:scaffold:scheme	COMMENT
MEDIUM	…r/graphql/server/manifests/cluster/3a_agents_rbac.yaml	8	# Permissions needed for orchestration and monitoring chaos by chaos-operator and chaos-exporter	COMMENT
MEDIUM	…r/graphql/server/manifests/cluster/3a_agents_rbac.yaml	99	# Permissions needed to orchestrate the workflows by workflow controller	COMMENT
MEDIUM	…hql/server/manifests/cluster/2b_litmus_admin_rbac.yaml	22	# The chaos operator watches the chaosengine resource and orchestrates the chaos experiment..	COMMENT
MEDIUM	…graphql/server/manifests/namespace/3a_agents_rbac.yaml	11	# Permissions needed for orchestration and monitoring chaos by chaos-operator and chaos-exporter	COMMENT
MEDIUM	…graphql/server/manifests/namespace/3a_agents_rbac.yaml	90	# Permissions needed to orchestrate the workflows by workflow controller	COMMENT
MEDIUM	…l/server/manifests/namespace/2a_litmus_admin_rbac.yaml	22	# The chaos operator watches the chaosengine resource and orchestrates the chaos experiment..	COMMENT
MEDIUM	mkdocs/docs/experiments/faq/ci-cd.md	9	1. [Is there any use case to integrate Litmus into CI? Which experiment have you integrated as part of the CI? And what	CODE
MEDIUM	mkdocs/docs/experiments/faq/ci-cd.md	17	### Is there any use case to integrate Litmus into CI? Which experiment have you integrated as part of the CI? And what	COMMENT

Structural Annotation Overuse17 hits · 26 pts

Severity	File	Line	Snippet	Context
LOW	…/views/ExperimentYAMLBuilder/ExperimentYAMLBuilder.tsx	72	// Step 1: Try to parse YAML - catch syntax errors	COMMENT
LOW	…/views/ExperimentYAMLBuilder/ExperimentYAMLBuilder.tsx	92	// Step 2: If parsing succeeded, check schema validation errors	COMMENT
LOW	…/views/ExperimentYAMLBuilder/ExperimentYAMLBuilder.tsx	114	// Step 3: If no errors so far and saving, try to validate structure	COMMENT
LOW	…oscenter/graphql/server/pkg/metrics/getting-started.md	12	## Step 1: Verify the Metrics Endpoint	COMMENT
LOW	…oscenter/graphql/server/pkg/metrics/getting-started.md	27	## Step 2: Create the Metrics Service	COMMENT
LOW	…oscenter/graphql/server/pkg/metrics/getting-started.md	57	## Step 3: Create a ServiceMonitor	COMMENT
LOW	…oscenter/graphql/server/pkg/metrics/getting-started.md	89	## Step 4: Verify Prometheus is Scraping	COMMENT
LOW	…oscenter/graphql/server/pkg/metrics/getting-started.md	107	## Step 5: Import the Grafana Dashboard	COMMENT
LOW	chaoscenter/authentication/DOC_SETUP.md	18	### Step 1: Install Swagger	COMMENT
LOW	chaoscenter/authentication/DOC_SETUP.md	28	### Step 2: Install GoSwagger	COMMENT
LOW	chaoscenter/authentication/DOC_SETUP.md	40	### Step 1: Annotate Your API	COMMENT
LOW	chaoscenter/authentication/DOC_SETUP.md	71	### Step 3: Define Response Structures in `doc.go`	COMMENT
LOW	chaoscenter/authentication/DOC_SETUP.md	95	### Step 4: Generate Swagger Documentation	COMMENT
LOW	chaoscenter/authentication/DOC_SETUP.md	105	### Step 5: Serve the Swagger Specification	COMMENT
LOW	…ocs/docs/experiments/concepts/IAM/awsIamIntegration.md	21	#### Step 1: Create an IAM OIDC provider for your cluster	COMMENT
LOW	…ocs/docs/experiments/concepts/IAM/awsIamIntegration.md	59	#### Step 2: Creating an IAM role and policy for your service account	COMMENT
LOW	…ocs/docs/experiments/concepts/IAM/awsIamIntegration.md	73	#### Step 3: Associate an IAM role with a service account	COMMENT

Redundant / Tautological Comments4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	scripts/create-release-manifests.sh	28	# Check if version argument is provided	COMMENT
LOW	scripts/create-release-manifests.sh	57	# Check if target directory already exists	COMMENT
LOW	.github/workflows/create-new-release.yml	113	# Check if branch exists remotely	COMMENT
LOW	.github/workflows/push.yml	34	# Check if manually triggered with tag input	COMMENT

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	…toring/tutorials/otel-demo/custom_otel_demo_values.yml	30	## Create an exporter to Jaeger using the standard `otlp` export format	COMMENT
MEDIUM	…toring/tutorials/otel-demo/custom_otel_demo_values.yml	35	# Create an exporter to Prometheus (metrics)	COMMENT

Verbosity Indicators3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	…/views/ExperimentYAMLBuilder/ExperimentYAMLBuilder.tsx	72	// Step 1: Try to parse YAML - catch syntax errors	COMMENT
LOW	…/views/ExperimentYAMLBuilder/ExperimentYAMLBuilder.tsx	92	// Step 2: If parsing succeeded, check schema validation errors	COMMENT
LOW	…/views/ExperimentYAMLBuilder/ExperimentYAMLBuilder.tsx	114	// Step 3: If no errors so far and saving, try to validate structure	COMMENT

Fake / Example Data3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	…tDetailsChange/__tests__/AccountDetailsChange.test.tsx	12	name: 'John Doe',	CODE
LOW	…authentication/api/handlers/rest/user_handlers_test.go	63	Name: "John Doe",	CODE
LOW	…authentication/api/handlers/rest/user_handlers_test.go	72	Name: "John Doe",	CODE

AI Slop Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	…ategories/pods/pod-http-modify-header/headers-map.yaml	20	# to remove a header, just set the value to ""; Eg: {"X-Litmus-Test-Header": ""}	COMMENT

litmuschaos/litmus

Open-Source Code Quality, Security and Technical Debt Review