1.9

Adjusted Signal

1.9

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

21.4K

Stars

TypeScript

Language

16.4M

Lines of Code

122.8K

Files

15.8K

Pattern Hits

2026-10-31

Scan Date

0.01

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 5.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 12583 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.2/100 · LOW

Are imports declared and package/API names verified? 1972 finding(s).

Agent Over-Engineering Ratio 3.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 9928 finding(s).

PR Review Velocity Impact 8.9/100 · LOW

Which changes need focused human review? 15796 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 893HIGH 161MEDIUM 3061LOW 11681

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 15796 distinct pattern matches across 22 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.

Hallucination Indicators893 hits · 8995 pts

Severity	File	Line	Snippet	Context
CRITICAL	…/extend/key-concepts/performance/client-performance.md	43	plugins.management.sections.section.kibana.registerApp({	CODE
CRITICAL	…lic/react_embeddables/data_table/data_table_queries.ts	117	const timeRangeFilter = services.data.query.timefilter.timefilter.createFilter(	CODE
CRITICAL	…n/plugins/user_profiles_consumer/server/init_routes.ts	67	pluginDeps.security.authz.actions.app.get(appPrivilege)	CODE
CRITICAL	…ration/spaces_only/tests/alerting/group2/monitoring.ts	146	getResponse.body.monitoring.run.history.forEach((history: any) => {	CODE
CRITICAL	…n/common/plugins/task_manager_fixture/server/plugin.ts	104	await coreCtx.elasticsearch.client.asInternalUser.indices.refresh({	CODE
CRITICAL	…egration/plugins/elasticsearch_client/server/plugin.ts	28	const body = await coreContext.elasticsearch.client.asCurrentUser.security.getUser();	CODE
CRITICAL	…i_integration/test_suites/task_manager/health_route.ts	345	expect(health.stats.workload.value.schedule.find(([val]) => val === interval)).to.eql(	CODE
CRITICAL	…unctional/plugins/test_endpoints/server/init_routes.ts	552	const refreshResult = await coreStart.elasticsearch.client.asInternalUser.indices.refresh({	CODE
CRITICAL	…unctional/plugins/test_endpoints/server/init_routes.ts	662	await coreStart.elasticsearch.client.asInternalUser.indices.refresh({	CODE
CRITICAL	…/test/api_integration/apis/ml/jobs/category_results.ts	88	'[0] failed to execute bulk item (index) index {[testing-twitter-pycon-realtime][_doc][1115075670953136128],	CODE
CRITICAL	…/test/api_integration/apis/ml/jobs/category_results.ts	116	'All shards failed for phase: [query]\norg.elasticsearch.ElasticsearchException$1: Result window is too larg	CODE
CRITICAL	…/test/api_integration/apis/ml/jobs/category_results.ts	171	'[0] failed to execute bulk item (index) index {[testing-twitter-pycon-realtime][_doc][1115075670953136128], sourc	CODE
CRITICAL	…test/api_integration/apis/telemetry/telemetry_local.ts	123	stats.stack_stats.kibana.plugins.saved_objects_counts.by_type.find(	CODE
CRITICAL	…hared/maps/test/scout/api/tests/maps_telemetry.spec.ts	44	const geoPointFieldStats = apiResponse.cluster_stats.indices.mappings.field_types.find(	CODE
CRITICAL	…hared/maps/test/scout/api/tests/maps_telemetry.spec.ts	49	const geoShapeFieldStats = apiResponse.cluster_stats.indices.mappings.field_types.find(	CODE
CRITICAL	x-pack/platform/plugins/shared/maps/server/routes.ts	107	const resp = await coreContext.elasticsearch.client.asCurrentUser.indices.getSettings({	CODE
CRITICAL	x-pack/platform/plugins/shared/maps/server/plugin.ts	148	const getFilterMigrations = plugins.data.query.filterManager.getAllMigrations.bind(	CODE
CRITICAL	…ns/shared/maps/server/data_indexing/indexing_routes.ts	286	await coreContext.elasticsearch.client.asCurrentUser.indices.getMapping({	CODE
CRITICAL	x-pack/platform/plugins/shared/maps/public/plugin.ts	240	plugins.data.search.aggs.types.registerLegacy(GEOHASH_GRID, getGeoHashBucketAgg);	CODE
CRITICAL	x-pack/platform/plugins/shared/alerting/README.md	85	server.newPlatform.setup.plugins.alerting.registerType(options)	CODE
CRITICAL	x-pack/platform/plugins/shared/alerting/README.md	448	server.newPlatform.setup.plugins.alerting.registerType(myRuleType);	CODE
CRITICAL	…pack/platform/plugins/shared/alerting/server/plugin.ts	442	const getSearchSourceMigrations = plugins.data.search.searchSource.getAllMigrations.bind(	CODE
CRITICAL	…ypted_saved_objects/server/routes/key_rotation.test.ts	98	const [config] = routeParamsMock.router.post.mock.calls.find(	CODE
CRITICAL	…ypted_saved_objects/server/routes/key_rotation.test.ts	114	const [, rotateRouteHandler] = routeParamsMock.router.post.mock.calls.find(	CODE
CRITICAL	…latform/plugins/shared/query_activity/public/plugin.ts	31	plugins.management.sections.section.clusterPerformance.registerApp({	CODE
CRITICAL	…der/server/services/execution/execution_runner.test.ts	1309	telemetry.analyticsService.reportExecutionComplete.mock.calls.map(([call]) => [	CODE
CRITICAL	…cution/run_agent/deductive/run_deductive_agent.test.ts	112	const emitted = ctx.events.emit.mock.calls.map((c: any) => c[0].type as string);	CODE
CRITICAL	…cution/run_agent/deductive/run_deductive_agent.test.ts	232	const types = ctx.events.emit.mock.calls.map((c: any) => c[0].type as string);	CODE
CRITICAL	…cution/run_agent/deductive/run_deductive_agent.test.ts	274	const types = ctx.events.emit.mock.calls.map((c: any) => c[0].type as string);	CODE
CRITICAL	…d_objects_tagging/server/usage/fetch_tag_usage_data.ts	60	const usedTagIds = bucket.nested_ref.tag_references.tag_id.buckets.map(	CODE
CRITICAL	…platform/plugins/shared/security/server/plugin.test.ts	58	core.elasticsearch.client.asInternalUser.xpack.usage.mockResolvedValue({	CODE
CRITICAL	…d/security/server/authentication/authenticator.test.ts	2188	mockOptions.clusterClient.asInternalUser.security.invalidateToken.mockResponse({	CODE
CRITICAL	…d/security/server/authentication/authenticator.test.ts	2193	mockOptions.clusterClient.asInternalUser.transport.request.mockResolvedValue({	CODE
CRITICAL	…shared/security/server/authentication/authenticator.ts	280	this.options.config.authc.sortedProviders.map(({ type, name }) => {	CODE
CRITICAL	…shared/security/server/authentication/authenticator.ts	691	this.options.config.authc.http.schemes.map((scheme) => scheme.toLowerCase())	CODE
CRITICAL	…shared/security/server/authentication/providers/pki.ts	301	result = (await this.options.client.asInternalUser.transport.request({	CODE
CRITICAL	…urity/server/authentication/providers/kerberos.test.ts	126	mockOptions.client.asInternalUser.security.getToken.mockResponse(	CODE
CRITICAL	…urity/server/authentication/providers/kerberos.test.ts	161	mockOptions.client.asInternalUser.security.getToken.mockResponse(	CODE
CRITICAL	…urity/server/authentication/providers/kerberos.test.ts	203	mockOptions.client.asInternalUser.security.getToken.mockRejectedValue(failureReason);	CODE
CRITICAL	…urity/server/authentication/providers/kerberos.test.ts	230	mockOptions.client.asInternalUser.security.getToken.mockRejectedValue(failureReason);	CODE
CRITICAL	…urity/server/authentication/providers/kerberos.test.ts	254	mockOptions.client.asInternalUser.security.getToken.mockRejectedValue(failureReason);	CODE
CRITICAL	…d/security/server/authentication/providers/kerberos.ts	162	tokens = await this.options.client.asInternalUser.security.getToken({	CODE
CRITICAL	…/security/server/authentication/providers/saml.test.ts	55	mockOptions.client.asInternalUser.transport.request.mockResolvedValue({	CODE
CRITICAL	…/security/server/authentication/providers/saml.test.ts	107	mockOptions.client.asInternalUser.transport.request.mockResolvedValue({	CODE
CRITICAL	…/security/server/authentication/providers/saml.test.ts	209	mockOptions.client.asInternalUser.transport.request.mockResolvedValue({	CODE
CRITICAL	…/security/server/authentication/providers/saml.test.ts	257	mockOptions.client.asInternalUser.transport.request.mockResolvedValue({	CODE
CRITICAL	…/security/server/authentication/providers/saml.test.ts	309	mockOptions.client.asInternalUser.transport.request.mockResolvedValue({	CODE
CRITICAL	…/security/server/authentication/providers/saml.test.ts	346	mockOptions.client.asInternalUser.transport.request.mockRejectedValue(failureReason);	CODE
CRITICAL	…/security/server/authentication/providers/saml.test.ts	381	mockOptions.client.asInternalUser.transport.request.mockResolvedValue({	CODE
CRITICAL	…/security/server/authentication/providers/saml.test.ts	440	mockOptions.client.asInternalUser.transport.request.mockResolvedValue({	CODE
CRITICAL	…/security/server/authentication/providers/saml.test.ts	482	mockOptions.client.asInternalUser.transport.request.mockResolvedValue({	CODE
CRITICAL	…/security/server/authentication/providers/saml.test.ts	556	mockOptions.client.asInternalUser.transport.request.mockResolvedValue({	CODE
CRITICAL	…/security/server/authentication/providers/saml.test.ts	680	mockOptions.client.asInternalUser.transport.request.mockRejectedValue(failureReason);	CODE
CRITICAL	…/security/server/authentication/providers/saml.test.ts	718	mockOptions.client.asInternalUser.transport.request.mockRejectedValue(failureReason);	CODE
CRITICAL	…/security/server/authentication/providers/saml.test.ts	756	mockOptions.client.asInternalUser.transport.request.mockResolvedValue({	CODE
CRITICAL	…/security/server/authentication/providers/saml.test.ts	824	mockOptions.client.asInternalUser.transport.request.mockResolvedValue({	CODE
CRITICAL	…/security/server/authentication/providers/saml.test.ts	883	mockOptions.client.asInternalUser.transport.request.mockResolvedValue({	CODE
CRITICAL	…/security/server/authentication/providers/saml.test.ts	956	mockOptions.client.asInternalUser.transport.request.mockResolvedValue({	CODE
CRITICAL	…/security/server/authentication/providers/saml.test.ts	996	mockOptions.client.asInternalUser.transport.request.mockResolvedValue({	CODE
CRITICAL	…/security/server/authentication/providers/saml.test.ts	1046	customMockOptions.client.asInternalUser.transport.request.mockResolvedValue({	CODE
833 more matches not shown…

Hyper-Verbose Identifiers8687 hits · 8710 pts

Severity	File	Line	Snippet	Context
LOW	docs/extend/tutorials/kibana-data-search-services.md	455	function onSearchSessionConfigChange() {	CODE
LOW	docs/extend/tutorials/kibana-data-search-services.md	487	function onSearchSessionConfigChange(searchSessionIdFromUrl?: string) {	CODE
LOW	examples/saved_objects/server/search_example_routes.ts	16	export function registerSearchExampleRoutes(router: IRouter, log: Logger) {	CODE
LOW	examples/saved_objects/server/esql_example_routes.ts	20	export function registerEsqlExampleRoutes(router: IRouter, log: Logger) {	CODE
LOW	…/public/app/presentation_container_example/page_api.ts	67	function getLastSavedStateForChild(childId: string) {	CODE
LOW	…le/public/examples/3_creating_custom_format_editor.tsx	48	export function registerExampleFormatEditor(indexPatternFieldEditor: IndexPatternFieldEditorSetup) {	CODE
LOW	…amples/routing_example/server/routes/message_routes.ts	69	export function registerGetMessageByIdRoute(router: IRouter) {	CODE
LOW	…ample/server/routes/random_number_between_generator.ts	18	export function registerGetRandomNumberBetweenRoute(router: IRouter) {	CODE
LOW	…uting_example/server/routes/random_number_generator.ts	18	export function registerGetRandomNumberRoute(router: IRouter) {	CODE
LOW	…uting_example/public/random_number_between_example.tsx	27	export function RandomNumberBetweenRouteExample({ fetchRandomNumberBetween }: Props) {	CODE
LOW	…s/search_examples/server/routes/server_search_route.ts	17	export function registerServerSearchRoute(router: IRouter<DataRequestHandlerContext>) {	CODE
LOW	examples/grid_example/public/serialized_grid_layout.ts	16	export function clearSerializedDashboardState() {	CODE
LOW	examples/grid_example/public/serialized_grid_layout.ts	20	export function getSerializedDashboardState(): MockSerializedDashboardState {	CODE
LOW	examples/unified_doc_viewer/public/application.tsx	41	function UnifiedDocViewerExamplesApp({ data }: { data: DataPublicPluginStart }) {	CODE
LOW	scripts/evals.js	46	function filterMetadataWithExistingConfigs(metadata, repoRoot) {	CODE
LOW	scripts/sync_logs.js	362	function formatDestCandidatesTried(config) {	CODE
LOW	…ests_reporter/generate_scout_test_failure_artifacts.ts	36	export async function generateScoutTestFailureArtifacts({	CODE
LOW	…-reporter-cli/failed_tests_reporter/failure_details.ts	49	export function getConfigPathFromCommandLine(command?: string): string {	CODE
LOW	…porter-cli/failed_tests_reporter/get_scout_failures.ts	234	export function getScoutCommandLineFromFailures(failures: ScoutTestFailureExtended[]): string {	CODE
LOW	…cli/failed_tests_reporter/failed_tests_reporter_cli.ts	94	export function runFailedTestsReporterCli() {	CODE
LOW	…t-reporter-cli/failed_tests_reporter/report_failure.ts	42	export function redactSensitiveGithubFailureText(text: string): string {	CODE
LOW	…t-reporter-cli/failed_tests_reporter/report_failure.ts	98	function getErrorMessageForComment(	CODE
LOW	…t-reporter-cli/failed_tests_reporter/report_failure.ts	128	function renderErrorMessageSection({	CODE
LOW	…est-reporter-cli/failed_tests_reporter/get_failures.ts	57	export function getReportNameFromClassname(classname: string): string {	CODE
LOW	…-cli/flaky_test_issues/report_flaky_test_issues_cli.ts	39	export function runReportFlakyTestIssuesCli() {	CODE
LOW	packages/kbn-dependency-ownership/src/cli.ts	27	export async function identifyDependencyOwnershipCLI() {	CODE
LOW	packages/kbn-ts-type-check-cli/root_refs_config.ts	23	async function isRootRefsConfigSelfManaged() {	CODE
LOW	packages/kbn-mock-idp-plugin/public/role_switcher.tsx	147	function isAuthenticatedWithMockIDP(user: AuthenticatedUser) {	CODE
LOW	…onsole-definitions/src/generate_console_definitions.ts	127	export function generateConsoleDefinitions({	CODE
LOW	…enerate-console-definitions/src/audit_overrides_cli.ts	69	export function runAuditConsoleDefinitionOverridesCli() {	CODE
LOW	…e-definitions/src/generate_kibana_api_doc_links_cli.ts	21	export function runGenerateKibanaApiDocLinksCli() {	CODE
LOW	packages/kbn-generate-console-definitions/src/cli.ts	19	export function runGenerateConsoleDefinitionsCli() {	CODE
LOW	packages/kbn-docs-utils/src/stats.ts	60	function collectAdoptionTrackedAPIStats(	CODE
LOW	packages/kbn-docs-utils/src/get_plugin_api_map.ts	85	function collectAdoptionTrackedAPIs(	CODE
LOW	packages/kbn-docs-utils/src/get_plugin_api_map.ts	126	function collectDeprecationsForApi(	CODE
LOW	packages/kbn-docs-utils/src/build_api_docs_cli.ts	39	async function endTransactionWithFailure(transaction: Transaction \| null) {	CODE
LOW	…kbn-docs-utils/src/get_declaration_nodes_for_plugin.ts	35	export function getDeclarationNodesForPluginScope(	CODE
LOW	…kbn-docs-utils/src/get_declaration_nodes_for_plugin.ts	69	function getExportedFileDeclarations(	CODE
LOW	…-docs-utils/src/mdx/build_plugin_deprecations_table.ts	15	export function buildPluginDeprecationsTable(	CODE
LOW	…kbn-docs-utils/src/mdx/write_plugin_split_by_folder.ts	21	export async function writePluginDocSplitByFolder(	CODE
LOW	…kbn-docs-utils/src/mdx/write_plugin_split_by_folder.ts	74	function createServicePluginDocDef(pluginDoc: PluginApi, service?: string): PluginApi {	CODE
LOW	…n-docs-utils/src/mdx/write_deprecations_due_by_team.ts	24	export async function writeDeprecationDueByTeam(	CODE
LOW	…docs-utils/src/mdx/write_deprecations_doc_by_plugin.ts	19	export async function writeDeprecationDocByPlugin(	CODE
LOW	…ls/src/build_api_declarations/build_api_declaration.ts	28	export function buildApiDeclarationTopNode(	CODE
LOW	…docs-utils/src/build_api_declarations/get_signature.ts	150	export function normalizeVerboseSignatures(signature: string): string {	CODE
LOW	packages/kbn-swc-config/src/node_register.js	16	function getNodeRegisterParserConfig(path) {	CODE
LOW	…es/kbn-lint-packages-cli/migrate_plugins_to_package.ts	23	function convertPluginIdToPackageId(pluginId: string) {	CODE
LOW	…cli-dev-mode/src/should_redirect_from_old_base_path.ts	16	export function shouldRedirectFromOldBasePath(path: string) {	CODE
LOW	…ings-cli/src/commands/run_check_kibana_settings_cli.ts	23	export function runCheckKibanaSettingsCli() {	CODE
LOW	…/src/snapshots/validate_changes/existing_type_utils.ts	65	export function validateNoStructuralModelVersionChanges(	CODE
LOW	…/src/snapshots/validate_changes/existing_type_utils.ts	448	export function validateNewMappingsInModelVersion(	CODE
LOW	…/src/snapshots/validate_changes/existing_type_utils.ts	493	export function validateIgnoreAboveExistingType(	CODE
LOW	…/src/snapshots/validate_changes/existing_type_utils.ts	536	export function validateNameTitleFieldTypesExistingType(	CODE
LOW	…cts-cli/src/snapshots/validate_changes/common_utils.ts	27	export function validateInitialModelVersion(name: string, mv: ModelVersionSummary): void {	CODE
LOW	…cts-cli/src/snapshots/validate_changes/common_utils.ts	39	export function validateModelVersionNumbers(name: string, mvs: ModelVersionSummary[]) {	CODE
LOW	…cts-cli/src/snapshots/validate_changes/common_utils.ts	72	export function validateNewModelVersionSchemas(name: string, mv: ModelVersionSummary) {	CODE
LOW	…cts-cli/src/snapshots/validate_changes/common_utils.ts	103	export function validateUpdateSchemaContinuity(name: string, registeredType: SavedObjectsType) {	CODE
LOW	…cts-cli/src/snapshots/validate_changes/common_utils.ts	178	function extractMappingCompatibleSchemaFields(joiSchema: any, path: string[] = []): string[] {	CODE
LOW	…cts-cli/src/snapshots/validate_changes/common_utils.ts	200	export function validateAllMappingsInModelVersion(	CODE
LOW	…cts-cli/src/snapshots/validate_changes/common_utils.ts	254	function throwIfIndexOrEnabledFalse(	CODE
8627 more matches not shown…

Self-Referential Comments1620 hits · 4916 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/reference/advanced-settings-global.yml	2	# This file is used to generate "Logging settings" page in the product docs	COMMENT
MEDIUM	docs/reference/advanced-settings-space.yml	2	# This file is used to generate "Logging settings" page in the product docs	COMMENT
MEDIUM	…s/reference/configuration-reference/cases-settings.yml	2	# This file is used to generate "Cases settings" page in the product docs	COMMENT
MEDIUM	…/configuration-reference/automatic-import-settings.yml	2	# This file is used to generate "Automatic Import settings" page in the product docs	COMMENT
MEDIUM	…ration-reference/reporting-settings-background-job.yml	2	# This file is used to generate "Reporting background job settings" page in the product docs	COMMENT
MEDIUM	…s/reference/configuration-reference/fleet-settings.yml	2	# This file is used to generate "Fleet settings" page in the product docs	COMMENT
MEDIUM	…/configuration-reference/reporting-settings-enable.yml	2	# This file is used to generate "Enable reporting settings" page in the product docs	COMMENT
MEDIUM	…nce/configuration-reference/url-drilldown-settings.yml	2	# This file is used to generate "URL drilldown settings in Kibana" page in the product docs	COMMENT
MEDIUM	…nce/configuration-reference/reporting-settings-csv.yml	2	# This file is used to generate "CSV settings settings" page in the product docs	COMMENT
MEDIUM	…configuration-reference/product-intercept-settings.yml	2	# This file is used to generate "Product intercept settings" page in the product docs	COMMENT
MEDIUM	…eference/configuration-reference/alerting-settings.yml	2	# This file is used to generate the "Alerting and action settings in Kibana" page in the product docs.	COMMENT
MEDIUM	…/reference/configuration-reference/spaces-settings.yml	2	# This file is used to generate "Spaces settings in Kibana" page in the product docs	COMMENT
MEDIUM	…reference/configuration-reference/logging-settings.yml	2	# This file is used to generate "Logging settings" page in the product docs	COMMENT
MEDIUM	…configuration-reference/security-solution-settings.yml	2	# This file is used to generate "Security Solution settings" page in the product docs	COMMENT
MEDIUM	docs/reference/configuration-reference/map-settings.yml	2	# This file is used to generate "Map settings" page in the product docs	COMMENT
MEDIUM	…ference/configuration-reference/telemetry-settings.yml	2	# This file is used to generate "Telemetry settings in Kibana" page in the product docs	COMMENT
MEDIUM	…ence/configuration-reference/ai-assistant-settings.yml	2	# This file is used to generate "Knowledge base artifact settings for AI Assistants" page in the product docs	COMMENT
MEDIUM	…ration-reference/reporting-settings-encryption-key.yml	2	# This file is used to generate "Encryption key setting for reporting in Kibana" page in the product docs	COMMENT
MEDIUM	…configuration-reference/reporting-settings-png-pdf.yml	2	# This file is used to generate "PNG/PDF settings in Kibana" page in the product docs	COMMENT
MEDIUM	…ference/configuration-reference/profiling-settings.yml	2	# This file is used to generate "Universal Profiling settings" page in the product docs	COMMENT
MEDIUM	…ence/configuration-reference/task-manager-settings.yml	2	# This file is used to generate "Task Manager settings" page in the product docs	COMMENT
MEDIUM	…erence/configuration-reference/monitoring-settings.yml	2	# This file is used to generate "Monitoring settings" page in the product docs	COMMENT
MEDIUM	…s/reference/configuration-reference/share-settings.yml	2	# This file is used to generate "Sharing settings" page in the product docs	COMMENT
MEDIUM	docs/reference/configuration-reference/apm-settings.yml	2	# This file is used to generate "APM settings in Kibana" page in the product docs	COMMENT
MEDIUM	…reference/configuration-reference/general-settings.yml	2	# This file is used to generate the "General settings in Kibana" page in the product docs.	COMMENT
MEDIUM	…cs/reference/configuration-reference/logs-settings.yml	2	# This file is used to generate "Logs settings" page in the product docs	COMMENT
MEDIUM	…reference/configuration-reference/metrics-settings.yml	2	# This file is used to generate "Metrics settings in Kibana" page in the product docs	COMMENT
MEDIUM	…/reference/configuration-reference/banner-settings.yml	2	# This file is used to generate "Banner settings in Kibana" page in the product docs	COMMENT
MEDIUM	…eference/configuration-reference/security-settings.yml	2	# This file is used to generate "Security settings" page in the product docs	COMMENT
MEDIUM	…figuration-reference/internationalization-settings.yml	2	# This file is used to generate "i18n settings" page in the product docs	COMMENT
MEDIUM	…e/configuration-reference/search-sessions-settings.yml	2	# This file is used to generate "Background search and search sessions settings" page in the product docs	COMMENT
MEDIUM	examples/screenshot_mode_example/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/data_streams_example/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/portable_dashboards_example/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/saved_objects/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/locator_explorer/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/unified_field_list_examples/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/esql_validation_example/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/vega_sandbox_example/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/hello_world/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/embeddable_examples/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/workflows_extensions_example/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/controls_example/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/data_view_field_editor_example/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/user_profile_examples/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/field_formats_example/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/response_stream/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/pubsub_example/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/eso_model_version_example/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/routing_example/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/esql_ast_inspector/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/feature_control_examples/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/esql_ux_example/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/partial_results_example/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/content_management_examples/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/unified_tabs_examples/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/files_example/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/discover_customization_examples/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/v8_profiler_examples/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
MEDIUM	examples/preboot_example/moon.yml	1	# This file is generated by the @kbn/moon package. Any manual edits will be erased!	COMMENT
1560 more matches not shown…

Decorative Section Separators1238 hits · 3867 pts

Severity	File	Line	Snippet	Context
MEDIUM	scripts/codeql/quick_check.sh	65	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/codeql/quick_check.sh	67	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	scripts/codeql/quick_check.sh	100	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	scripts/codeql/quick_check.sh	102	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…int-plugin-eslint/rules/scout_test_file_naming.test.js	138	// ── Namespace (new structure) ─────────────────────────────────────────────	COMMENT
MEDIUM	…int-plugin-eslint/rules/scout_test_file_naming.test.js	350	// ── Namespace (new structure) – invalid cases ─────────────────────────────	COMMENT
MEDIUM	…mizer/src/config/create_external_plugin_config.test.ts	21	// ──────────────────────────────────────────────	COMMENT
MEDIUM	…mizer/src/config/create_external_plugin_config.test.ts	23	// ──────────────────────────────────────────────	COMMENT
MEDIUM	…mizer/src/config/create_external_plugin_config.test.ts	156	// ──────────────────────────────────────────────	COMMENT
MEDIUM	…mizer/src/config/create_external_plugin_config.test.ts	158	// ──────────────────────────────────────────────	COMMENT
MEDIUM	oas_docs/overlays/kibana.overlays.bump_slim.yaml	11	# ──────────────────────────────────────────────	COMMENT
MEDIUM	oas_docs/overlays/kibana.overlays.bump_slim.yaml	24	# ──────────────────────────────────────────────	COMMENT
MEDIUM	oas_docs/overlays/kibana.overlays.bump_slim.yaml	110	# ──────────────────────────────────────────────	COMMENT
MEDIUM	oas_docs/overlays/kibana.overlays.bump_slim.yaml	112	# ──────────────────────────────────────────────	COMMENT
MEDIUM	oas_docs/overlays/kibana.overlays.bump_slim.yaml	198	# ──────────────────────────────────────────────	COMMENT
MEDIUM	oas_docs/overlays/kibana.overlays.bump_slim.yaml	200	# ──────────────────────────────────────────────	COMMENT
MEDIUM	oas_docs/overlays/dashboards.overlays.yaml	6	# ──────────────────────────────────────────────	COMMENT
MEDIUM	oas_docs/overlays/dashboards.overlays.yaml	8	# ──────────────────────────────────────────────	COMMENT
MEDIUM	oas_docs/overlays/streams.overlays.yaml	6	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	oas_docs/overlays/streams.overlays.yaml	8	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	oas_docs/overlays/discover_sessions.overlays.yaml	6	# ──────────────────────────────────────────────	COMMENT
MEDIUM	oas_docs/overlays/discover_sessions.overlays.yaml	8	# ──────────────────────────────────────────────	COMMENT
MEDIUM	oas_docs/overlays/visualizations.overlays.yaml	6	# ──────────────────────────────────────────────	COMMENT
MEDIUM	oas_docs/overlays/visualizations.overlays.yaml	8	# ──────────────────────────────────────────────	COMMENT
MEDIUM	…_gen_ai/inference/tests/product_docs_search_quality.ts	140	// ── 1. Document count ─────────────────────────────────────────────────	COMMENT
MEDIUM	…_gen_ai/inference/tests/product_docs_search_quality.ts	151	// ── 2. Query relevance ────────────────────────────────────────────────	COMMENT
MEDIUM	…leet_tasks/tests/version_specific_policy_assignment.ts	569	// ── Half A — stale variant cleanup (kibana#283077) ──────────────────────────────────────────	COMMENT
MEDIUM	…leet_tasks/tests/version_specific_policy_assignment.ts	569	// ── Half A — stale variant cleanup (kibana#283077) ──────────────────────────────────────────	COMMENT
MEDIUM	…leet_tasks/tests/version_specific_policy_assignment.ts	652	// ── Half B — out-of-set agent version gets a variant deployed by Phase 1 ─────────────────────	COMMENT
MEDIUM	…et_api_integration/apis/agent_policy/policy_base_id.ts	24	// ─── policy_base_id on .fleet-policies documents ──────────────────────────	COMMENT
MEDIUM	…et_api_integration/apis/agent_policy/policy_base_id.ts	92	// ─── agent count queries via policy_base_id ───────────────────────────────	COMMENT
MEDIUM	…et_api_integration/apis/agent_policy/policy_base_id.ts	176	// ─── fallback for agents without policy_base_id ───────────────────────────	COMMENT
MEDIUM	…et_api_integration/apis/agent_policy/policy_base_id.ts	231	// ─── backfill on Fleet setup ───────────────────────────────────────────────	COMMENT
MEDIUM	…outes/unified_history/source_filter_pagination.test.ts	30	// ── mock result-count enrichment (not relevant to pagination) ──────────	COMMENT
MEDIUM	…outes/unified_history/source_filter_pagination.test.ts	45	// ── helpers to build realistic ES hits ─────────────────────────────────	COMMENT
MEDIUM	…outes/unified_history/source_filter_pagination.test.ts	174	// ── collect ALL pages via cursor traversal ──────────────────────────────	COMMENT
MEDIUM⚡	…outes/unified_history/source_filter_pagination.test.ts	193	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	…outes/unified_history/source_filter_pagination.test.ts	195	// ═══════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM⚡	…outes/unified_history/source_filter_pagination.test.ts	203	// ── data set: 15 Live + 10 Rule = 25 total ──────────────────────────	COMMENT
MEDIUM	…lugins/shared/osquery/server/routes/pack/utils.test.ts	1826	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…lugins/shared/osquery/server/routes/pack/utils.test.ts	1828	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…osquery/public/results/export_filters_context.test.tsx	18	// ─── Test helpers ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…osquery/public/results/export_filters_context.test.tsx	33	// ─── Tests ─────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…der/agents/api/tests/agents_access_control_api.spec.ts	273	// ── helpers ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…der/agents/api/tests/agents_access_control_api.spec.ts	392	// ── access-control mode create/update ───────────────────────────────────	COMMENT
MEDIUM	…der/agents/api/tests/agents_access_control_api.spec.ts	486	// ── read access ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	…der/agents/api/tests/agents_access_control_api.spec.ts	694	// ── access control redaction on agent read paths ───────────────────────────────────	COMMENT
MEDIUM	…der/agents/api/tests/agents_access_control_api.spec.ts	750	// ── /access_control endpoint ───────────────────────────────────────────────────────	COMMENT
MEDIUM	…der/agents/api/tests/agents_access_control_api.spec.ts	785	// ── PUT /access_control authz ──────────────────────────────────────────────────────	COMMENT
MEDIUM	…der/agents/api/tests/agents_access_control_api.spec.ts	940	// ── default agent immunity ──────────────────────────────────────────────	COMMENT
MEDIUM	…der/agents/api/tests/agents_access_control_api.spec.ts	958	// ── cluster admin bypass ────────────────────────────────────────────────	COMMENT
MEDIUM	…der/agents/api/tests/agents_access_control_api.spec.ts	976	// ── user-picker proxy ──────────────────────────────────────────────────	COMMENT
MEDIUM	…sations/api/tests/conversations_add_events_api.spec.ts	42	// ── Happy path ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…sations/api/tests/conversations_add_events_api.spec.ts	146	// ── Negative paths ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ons/api/tests/conversations_access_control_api.spec.ts	274	// ── helpers ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ons/api/tests/conversations_access_control_api.spec.ts	493	// ── public conversation access ──────────────────────────────────────────	COMMENT
MEDIUM	…ons/api/tests/conversations_access_control_api.spec.ts	958	// ── auto-create IDOR ──────────────────────────────────────────────────────	COMMENT
MEDIUM	…ons/api/tests/conversations_access_control_api.spec.ts	1008	// ── access-control conversation GET/PUT routes ──────────────────────────	COMMENT
MEDIUM	…ons/api/tests/conversations_access_control_api.spec.ts	1197	// ── cluster admin management ────────────────────────────────────────────	COMMENT
MEDIUM	…ons/api/tests/conversations_access_control_api.spec.ts	1425	// ── route-level privileges ──────────────────────────────────────────────	COMMENT
1178 more matches not shown…

Structural Annotation Overuse614 hits · 1039 pts

Severity	File	Line	Snippet	Context
LOW	.agents/skills/kibana-privilege-deprecation/SKILL.md	27	### Step 1: Create new replacement feature(s)	COMMENT
LOW	.agents/skills/kibana-privilege-deprecation/SKILL.md	31	### Step 2: Mark existing feature as deprecated	COMMENT
LOW	.agents/skills/kibana-privilege-deprecation/SKILL.md	53	### Step 3: Define `replacedBy` on every privilege	COMMENT
LOW	.agents/skills/kibana-privilege-deprecation/SKILL.md	113	### Step 4: Update code to use new features	COMMENT
LOW	.agents/skills/branch-readiness-checks/SKILL.md	30	### Step 0: Identify affected packages	COMMENT
LOW⚡	.agents/skills/branch-readiness-checks/SKILL.md	48	### Step 1: Run `check_changes` against branch base	COMMENT
LOW⚡	.agents/skills/branch-readiness-checks/SKILL.md	58	### Step 2: Lint TS projects	COMMENT
LOW⚡	.agents/skills/branch-readiness-checks/SKILL.md	68	### Step 3: Type check	COMMENT
LOW	.agents/skills/branch-readiness-checks/SKILL.md	93	### Step 4: Unit tests	COMMENT
LOW	.agents/skills/branch-readiness-checks/SKILL.md	105	### Step 5: CODEOWNERS generation	COMMENT
LOW	.agents/skills/branch-readiness-checks/SKILL.md	115	### Step 6: Moon project regeneration	COMMENT
LOW	.agents/skills/encrypted-saved-objects/SKILL.md	31	### Step 1: Register the Saved Object type with Core	COMMENT
LOW	.agents/skills/encrypted-saved-objects/SKILL.md	43	### Step 2: Register with the ESO Service	COMMENT
LOW	.agents/skills/cypress-to-scout-migration/SKILL.md	39	## Step 0: Load solution-specific skill `[mandatory]`	COMMENT
LOW⚡	.agents/skills/cypress-to-scout-migration/SKILL.md	133	### Step 1: Determine test type `[high freedom]`	COMMENT
LOW⚡	.agents/skills/cypress-to-scout-migration/SKILL.md	138	### Step 2: Set up Scout scaffold `[low freedom — use script]`	COMMENT
LOW	.agents/skills/cypress-to-scout-migration/SKILL.md	150	### Step 3: Map Cypress patterns to Scout `[medium freedom]`	COMMENT
LOW	.agents/skills/cypress-to-scout-migration/SKILL.md	188	### Step 4: Write the Scout test `[high freedom]`	COMMENT
LOW	.agents/skills/cypress-to-scout-migration/SKILL.md	205	### Step 5: Review and verify `[low freedom — mandatory checklist]`	COMMENT
LOW	.agents/skills/evals-run-on-demand/SKILL.md	29	## Step 0: Parse intent	COMMENT
LOW	.agents/skills/evals-run-on-demand/SKILL.md	41	## Step 1: Check `bk` authentication	COMMENT
LOW	.agents/skills/evals-run-on-demand/SKILL.md	51	## Step 2: Resolve suite(s)	COMMENT
LOW	.agents/skills/evals-run-on-demand/SKILL.md	71	## Step 3: Resolve branch	COMMENT
LOW	.agents/skills/evals-run-on-demand/SKILL.md	98	## Step 4: Resolve models	COMMENT
LOW	.agents/skills/evals-run-on-demand/SKILL.md	167	## Step 5: Build the command	COMMENT
LOW	.agents/skills/evals-run-on-demand/SKILL.md	185	## Step 6: Confirm	COMMENT
LOW	.agents/skills/evals-run-on-demand/SKILL.md	211	## Step 7: Execute and report	COMMENT
LOW	docs/extend/contributing/codebase/upgrading-nodejs.md	10	## Step 1: Generate custom Node.js builds [_step_1_generate_custom_node_js_builds]	COMMENT
LOW	docs/extend/contributing/codebase/upgrading-nodejs.md	15	## Step 2: Create PR to upgrade Node.js [_step_2_create_pr_to_upgrade_node_js]	COMMENT
LOW	docs/extend/key-concepts/saved-objects/delete.md	24	#### Step 1: Remove the type registration	COMMENT
LOW	docs/extend/key-concepts/saved-objects/delete.md	28	#### Step 2: Run the automated check	COMMENT
LOW	docs/extend/key-concepts/saved-objects/delete.md	59	#### Step 3: Commit the changes	COMMENT
LOW⚡	scripts/codeql/quick_check.sh	112	# Step 1: Run the Docker container to create a CodeQL database from the source code.	COMMENT
LOW	scripts/codeql/quick_check.sh	125	# Step 2: Run the Docker container to analyze the CodeQL database.	COMMENT
LOW	scripts/codeql/quick_check.sh	178	# Step 3: Print summary of SARIF results	COMMENT
LOW	.buildkite/pipeline-utils/affected-packages/README.md	84	// Step 1: Get affected packages (handles all edge cases)	COMMENT
LOW	.buildkite/pipeline-utils/affected-packages/README.md	92	// Step 2: Filter any file list	COMMENT
LOW⚡	…scripts/serverless/create_deploy_tag/create_fix_tag.sh	6	# Step 1: Check if the commit is in the specific named branch	COMMENT
LOW⚡	…scripts/serverless/create_deploy_tag/create_fix_tag.sh	10	# Step 2: Check if the commit is also part of any other branches	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	25	// Step 1: Trigger ES build and promote (synchronous)	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	30	// Step 2: Wait for ES build to complete, then bump package.json and other files on the release branch	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	37	// Step 3: Wait, then trigger DRA snapshot (async).	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	42	// Step 4: Update the labels for PRs and the color of the label itself	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	46	// Step 5: Reconcile labels	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	52	// Step 1: Trigger ES build and promote	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	60	// Step 2: Wait for ES build to complete, then update versions.json on main.	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	70	// Step 3: Wait, then create the new release branch off main	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	74	// Step 4: Wait, and then do a bunch of file changes in the new branch.	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	78	// Step 5: Wait, then trigger DRA snapshot and staging on the new release branch.	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	83	// Step 6: Wait, then bump main's package.json to the next dev version. This runs	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	91	// Step 7: Wait, then trigger DRA snapshot on main. Runs after the package.json bump	COMMENT
LOW	…_integration/plugins/features_provider/server/index.ts	59	// Step 1: extract a part of the feature definition that will be shared between deprecated and new	COMMENT
LOW	…_integration/plugins/features_provider/server/index.ts	70	// Step 2: mark feature A as deprecated and provide proper replacements for all feature and	COMMENT
LOW⚡	…_integration/plugins/features_provider/server/index.ts	89	// Step 3: define a new feature with exactly same privileges.	COMMENT
LOW⚡	…_integration/plugins/features_provider/server/index.ts	98	// Step 1: mark feature A as deprecated and provide proper replacements for all feature and	COMMENT
LOW	…_integration/plugins/features_provider/server/index.ts	164	// Step 2: define new features	COMMENT
LOW	…_integration/plugins/features_provider/server/index.ts	328	// Step 1: mark feature A as deprecated and provide proper replacements for all feature and	COMMENT
LOW	…_integration/plugins/features_provider/server/index.ts	356	// Step 2: Create a new feature with the desired privileges structure.	COMMENT
LOW	…_integration/plugins/features_provider/server/index.ts	403	// Step 1: mark existing feature A and feature B as deprecated.	COMMENT
LOW	…_integration/plugins/features_provider/server/index.ts	433	// Step 2: introduce new features (v2) with privileges that don't grant access to `ab`.	COMMENT
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Fake / Example Data921 hits · 1000 pts

Severity	File	Line	Snippet	Context
LOW	docs/reference/connectors-kibana/gmail-action-type.md	140	: (Required) Recipient email addresses (bare addr-spec, for example `["user@example.com"]`).	CODE
LOW	docs/reference/connectors-kibana/threatq-action-type.md	59	"username": "user@example.com",	CODE
LOW	examples/data_streams_example/server/index.ts	59	name: 'John Doe',	CODE
LOW	…out_system/public/components/_flyout_with_overlays.tsx	107	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut	CODE
LOW	…out_system/public/components/_flyout_with_overlays.tsx	107	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut	CODE
LOW	…ut_system/public/components/_flyout_with_component.tsx	206	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Quisque nisl eros,	CODE
LOW	…ut_system/public/components/_flyout_with_component.tsx	206	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Quisque nisl eros,	CODE
LOW	…ut_system/public/components/_flyout_with_component.tsx	224	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Quisque nisl eros,	CODE
LOW	…ut_system/public/components/_flyout_with_component.tsx	224	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Quisque nisl eros,	CODE
LOW	…pipeline-utils/affected-packages/module_lookup.test.ts	184	git(tmpDir, 'config user.email "test@test.com"');	CODE
LOW	…/spaces_only/tests/actions/execute_unsecured_action.ts	99	config: { service: '__json', from: 'bob@example.org', hasAuth: true },	CODE
LOW	…aces_only/tests/actions/connector_types/stack/email.ts	290	"from": "bob@example.org",	CODE
LOW	…aces_only/tests/actions/connector_types/stack/email.ts	295	"from": { "address": "bob@example.org", "name": "" },	CODE
LOW	…nnector_types/stack/email_recipient_allowlist/email.ts	16	const getCopyOfAllowedEmailAddresses = () => ['foo.bar@example.org', 'user@test.com'];	CODE
LOW	…nnector_types/stack/email_recipient_allowlist/email.ts	66	to.push('to.foo@example.org');	CODE
LOW	…nector_types/stack/email_recipient_allowlist/config.ts	10	export const recipientAllowList = ['.bar@example.org', '@test.com'];	CODE
LOW	…spaces/group2/tests/actions/connector_types/thehive.ts	303	body: '{"observables":[{"dataType":"url","data":"http://example.com"},{"dataType":"mail","data":"foo	CODE
LOW	…spaces/group2/tests/actions/connector_types/thehive.ts	325	data: 'foo@example.org',	CODE
LOW	…on/reporting_and_security/security_roles_privileges.ts	340	to: ['user@example.com'],	CODE
LOW	…on/reporting_and_security/security_roles_privileges.ts	353	to: ['user@example.com'],	CODE
LOW	…m/test/reporting_api_integration/services/scenarios.ts	333	notification: { email: { to: string[] } } = { email: { to: ['test@test.com'] } },	CODE
LOW	…functional/reporting_and_security/scheduled_reports.ts	165	await testSubjects.setValue('emailRecipientsCombobox', 'user@example.com');	CODE
LOW	…functional/reporting_and_security/scheduled_reports.ts	190	await testSubjects.setValue('emailRecipientsCombobox', 'user@example.com');	CODE
LOW	…st/saved_object_api_integration/low-level/apis/find.ts	73	expect(savedObjects[0].attributes.author).to.be('John Doe');	CODE
LOW	…st/saved_object_api_integration/low-level/apis/find.ts	97	expect(savedObjects[0].attributes.author).to.be('John Doe');	CODE
LOW	…orm/test/functional/services/ml/job_wizard_advanced.ts	26	return (await testSubjects.getAttribute(inputLocator, 'placeholder')) ?? '';	CODE
LOW⚡	…erting/server/rules_client/common/audit_events.test.ts	46	"name": "fake_name",	CODE
LOW⚡	…erting/server/rules_client/common/audit_events.test.ts	50	"message": "User is creating rule [id=ALERT_ID] [name=fake_name]",	CODE
LOW⚡	…erting/server/rules_client/common/audit_events.test.ts	59	savedObject: { type: RULE_SAVED_OBJECT_TYPE, id: 'ALERT_ID', name: 'fake_name' },	CODE
LOW⚡	…erting/server/rules_client/common/audit_events.test.ts	77	"name": "fake_name",	CODE
LOW⚡	…erting/server/rules_client/common/audit_events.test.ts	81	"message": "User has created rule [id=ALERT_ID] [name=fake_name]",	CODE
LOW⚡	…erting/server/rules_client/common/audit_events.test.ts	90	savedObject: { type: RULE_SAVED_OBJECT_TYPE, id: 'ALERT_ID', name: 'fake_name' },	CODE
LOW	…erting/server/rules_client/common/audit_events.test.ts	28	savedObject: { type: RULE_SAVED_OBJECT_TYPE, id: 'ALERT_ID', name: 'fake_name' },	CODE
LOW	…erting/server/rules_client/common/audit_events.test.ts	112	"name": "fake_name",	CODE
LOW	…erting/server/rules_client/common/audit_events.test.ts	116	"message": "Failed attempt to create rule [id=ALERT_ID] [name=fake_name]",	CODE
LOW	…erting/server/rules_client/common/audit_events.test.ts	228	name: 'fake_name',	CODE
LOW	…erting/server/rules_client/common/audit_events.test.ts	247	"name": "fake_name",	CODE
LOW	…erting/server/rules_client/common/audit_events.test.ts	251	"message": "User is creating gap auto fill scheduler gap_auto_fill_scheduler [id=SCHEDULER_ID] [name=fake_name]"	CODE
LOW	…erting/server/rules_client/common/audit_events.test.ts	263	name: 'fake_name',	CODE
LOW	…erting/server/rules_client/common/audit_events.test.ts	282	"name": "fake_name",	CODE
LOW	…erting/server/rules_client/common/audit_events.test.ts	286	"message": "User has got gap auto fill scheduler gap_auto_fill_scheduler [id=SCHEDULER_ID] [name=fake_name]",	CODE
LOW	…erting/server/rules_client/common/audit_events.test.ts	298	name: 'fake_name',	CODE
LOW	…erting/server/rules_client/common/audit_events.test.ts	321	"name": "fake_name",	CODE
LOW	…erting/server/rules_client/common/audit_events.test.ts	325	"message": "Failed attempt to delete gap auto fill scheduler gap_auto_fill_scheduler [id=SCHEDULER_ID] [name=fak	CODE
LOW	…erting/server/rules_client/common/audit_events.test.ts	370	name: `backfill for rule "fake_name"`,	CODE
LOW	…erting/server/rules_client/common/audit_events.test.ts	389	"name": "backfill for rule \\"fake_name\\"",	CODE
LOW	…erting/server/rules_client/common/audit_events.test.ts	393	"message": "User is getting ad hoc run for ad_hoc_run_params [id=AD_HOC_RUN_ID] backfill for rule \\"fake_name\\	CODE
LOW	…erting/server/rules_client/common/audit_events.test.ts	405	name: `backfill for rule "fake_name"`,	CODE
LOW	…erting/server/rules_client/common/audit_events.test.ts	424	"name": "backfill for rule \\"fake_name\\"",	CODE
LOW	…erting/server/rules_client/common/audit_events.test.ts	428	"message": "User has found ad hoc run for ad_hoc_run_params [id=AD_HOC_RUN_ID] backfill for rule \\"fake_name\\"	CODE
LOW	…erting/server/rules_client/common/audit_events.test.ts	440	name: `backfill for rule "fake_name"`,	CODE
LOW	…erting/server/rules_client/common/audit_events.test.ts	463	"name": "backfill for rule \\"fake_name\\"",	CODE
LOW	…erting/server/rules_client/common/audit_events.test.ts	467	"message": "Failed attempt to delete ad hoc run for ad_hoc_run_params [id=AD_HOC_RUN_ID] backfill for rule \\"fa	CODE
LOW	…lugins/shared/osquery/server/lib/get_user_info.test.ts	30	email: 'user@example.com',	CODE
LOW	…lugins/shared/osquery/server/lib/get_user_info.test.ts	44	email: 'user@example.com',	CODE
LOW	…nshotting/server/browsers/extract/__fixtures__/file.md	1	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Aliquam accumsan eleifend dolor, lacinia ullamcorper metus. Nam	CODE
LOW	…nshotting/server/browsers/extract/__fixtures__/file.md	1	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Aliquam accumsan eleifend dolor, lacinia ullamcorper metus. Nam	CODE
LOW	…ilder/converse/api/tests/converse_callback_api.spec.ts	299	full_name: 'Jane Doe',	CODE
LOW	…lugins/shared/agent_builder/server/routes/chat.test.ts	208	full_name: 'Jane Doe',	CODE
LOW	…lugins/shared/agent_builder/server/routes/chat.test.ts	223	full_name: 'Jane Doe',	CODE
861 more matches not shown…

Over-Commented Block874 hits · 842 pts

Severity	File	Line	Snippet	Context
LOW	tsconfig.base.json	3121	"DOM.Iterable"	COMMENT
LOW	config/serverless.security.essentials.yml	21	### proposal can be created in this tier. Hiding keeps its privileges out of Role management.	COMMENT
LOW	config/kibana.yml	1	# For more configuration options see the configuration guide for Kibana in	COMMENT
LOW	config/kibana.yml	21	# Defaults to `false`.	COMMENT
LOW	config/kibana.yml	41	#server.ssl.certificate: /path/to/your/server.crt	COMMENT
LOW	config/kibana.yml	61	# must be a positive integer.	COMMENT
LOW	config/kibana.yml	81	#elasticsearch.shardTimeout: 30000	COMMENT
LOW	config/kibana.yml	101	#logging.appenders.default:	COMMENT
LOW	config/kibana.yml	121	#logging.loggers:	COMMENT
LOW	config/kibana.yml	141	# Logs system usage information.	COMMENT
LOW	config/kibana.yml	161	# Specifies the available locales in the user profile settings.	COMMENT
LOW	config/kibana.yml	181	# This value should be lower than or equal to your Elasticsearch cluster’s `http.max_content_length`	COMMENT
LOW	…ress-to-scout-migration/scripts/scaffold_scout_spec.sh	1	#!/usr/bin/env bash	COMMENT
LOW	docs/changelog.yml	1	# Changelog Configuration	COMMENT
LOW	examples/eso_model_version_example/server/plugin.ts	1	/*	COMMENT
LOW	scripts/kibana_api_common.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/index_dependency_usage.sh	1	#!/bin/bash	COMMENT
LOW	scripts/index_dependency_usage.sh	21	#	COMMENT
LOW	scripts/create_models_labels.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/archive_migration_functions.sh	1	#!/bin/bash	COMMENT
LOW	…ration_tests/__fixtures__/src/plugin_a/common/index.ts	21	// line 12 - ImACommonType	COMMENT
LOW	…egration_tests/__fixtures__/src/plugin_a/public/fns.ts	101	// line 28 - e	COMMENT
LOW	…egration_tests/__fixtures__/src/plugin_a/public/fns.ts	121	// line 24 - a	COMMENT
LOW	…egration_tests/__fixtures__/src/plugin_a/public/fns.ts	141	// line 44 - a	COMMENT
LOW	…tion_tests/__fixtures__/src/plugin_a/public/classes.ts	121	// missing comments (9):	COMMENT
LOW	…tion_tests/__fixtures__/src/plugin_a/public/classes.ts	141	// line 62 - getVar	COMMENT
LOW	…tion_tests/__fixtures__/src/plugin_a/public/classes.ts	161	// line 83 - aFnWithGen	COMMENT
LOW	…n_tests/__fixtures__/src/plugin_a/public/const_vars.ts	81	/**	COMMENT
LOW	…n_tests/__fixtures__/src/plugin_a/public/const_vars.ts	101	// line 19 - notAnArrowFn	COMMENT
LOW	…ation_tests/__fixtures__/src/plugin_a/public/plugin.ts	181	// missing comments (7):	COMMENT
LOW	…ation_tests/__fixtures__/src/plugin_a/public/plugin.ts	201	// line 66 - getSearchLanguage	COMMENT
LOW	…ration_tests/__fixtures__/src/plugin_a/public/types.ts	101	}	COMMENT
LOW	…ration_tests/__fixtures__/src/plugin_a/public/types.ts	121	// line 65 - AReactElementFn	COMMENT
LOW	…ration_tests/__fixtures__/src/plugin_a/public/types.ts	141	// line 21 - ImAType	COMMENT
LOW	…ration_tests/__fixtures__/src/plugin_a/public/types.ts	161	// line 75 - Unnamed	COMMENT
LOW	…ration_tests/__fixtures__/src/plugin_a/public/index.ts	41	// line 24 - InterfaceWithIndexSignature	COMMENT
LOW	…ration_tests/__fixtures__/src/plugin_a/public/index.ts	61	// line 24 - InterfaceWithIndexSignature	COMMENT
LOW	…on_tests/__fixtures__/src/plugin_a/public/foo/index.ts	21	// line 12 - FooType	COMMENT
LOW	…ckages/kbn-generate/src/commands/codeowners_command.ts	21	const GENERATED_START = `####	COMMENT
LOW	packages/kbn-cli-dev-mode/src/watcher.ts	61	const fire = (repoRel: string) => {	COMMENT
LOW	packages/kbn-ts-projects/ts_projects.ts	21	],	COMMENT
LOW	…eap-snapshot-analyzer-cli/src/run_require_cache_cli.ts	1	/*	COMMENT
LOW	packages/kbn-heap-snapshot-analyzer-cli/src/run_cli.ts	1	/*	COMMENT
LOW	packages/kbn-heap-snapshot-analyzer-cli/src/run_cli.ts	1181	status(` Retained sizes in ${elapsed(tRet)}`);	COMMENT
LOW	packages/kbn-heap-snapshot-analyzer-cli/src/run_cli.ts	1341	// Parallel attribution: first non-library package frame (skips third-party	COMMENT
LOW	…k-optimizer/src/config/create_single_compile_config.ts	201	// Get externals for shared deps	COMMENT
LOW	…k-optimizer/src/config/create_single_compile_config.ts	301	sideEffects: dist,	COMMENT
LOW	…k-optimizer/src/config/create_single_compile_config.ts	321	// so that minChunks is respected -- A/B testing confirmed this has	COMMENT
LOW	…kages/kbn-rspack-optimizer/src/config/shared_config.ts	121	react: {	COMMENT
LOW	…ges/kbn-rspack-optimizer/src/utils/entry_generation.ts	141	// extracted by splitChunks:	COMMENT
LOW	…ges/kbn-rspack-optimizer/src/utils/entry_generation.ts	201	// 1. Core + all plugins loaded in parallel via dynamic import()	COMMENT
LOW	packages/kbn-eslint-config/typescript.js	61	// all the recommend rules as it is not allowed yet	COMMENT
LOW	.github/stale.yml	41		COMMENT
LOW	.github/workflows/flaky-test-fixer.lock.yml	1	# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"57ec98962be3dade88f415d5ddc54d43216b2bb0f2d34752b8f0f95581a	COMMENT
LOW	.github/workflows/flaky-test-fixer.lock.yml	21	# gh aw compile	COMMENT
LOW	.github/workflows/flaky-test-fixer.lock.yml	41	# - OTEL_LOG_TOOL_DETAILS: .github/workflows/shared/app-dex-agents-otel.md	COMMENT
LOW	.github/workflows/flaky-test-fixer.lock.yml	61	# - actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1	COMMENT
LOW	.github/workflows/flaky-test-fixer.lock.yml	1081	# - LS	COMMENT
LOW	.github/workflows/flaky-test-fixer.lock.yml	1101	# - mcp__github__get_job_logs	COMMENT
LOW	.github/workflows/flaky-test-fixer.lock.yml	1121	# - mcp__github__list_discussion_categories	COMMENT
814 more matches not shown…

Verbosity Indicators457 hits · 795 pts

Severity	File	Line	Snippet	Context
LOW⚡	scripts/codeql/quick_check.sh	112	# Step 1: Run the Docker container to create a CodeQL database from the source code.	COMMENT
LOW	scripts/codeql/quick_check.sh	125	# Step 2: Run the Docker container to analyze the CodeQL database.	COMMENT
LOW	scripts/codeql/quick_check.sh	178	# Step 3: Print summary of SARIF results	COMMENT
LOW⚡	…scripts/serverless/create_deploy_tag/create_fix_tag.sh	6	# Step 1: Check if the commit is in the specific named branch	COMMENT
LOW⚡	…scripts/serverless/create_deploy_tag/create_fix_tag.sh	10	# Step 2: Check if the commit is also part of any other branches	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	25	// Step 1: Trigger ES build and promote (synchronous)	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	30	// Step 2: Wait for ES build to complete, then bump package.json and other files on the release branch	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	37	// Step 3: Wait, then trigger DRA snapshot (async).	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	42	// Step 4: Update the labels for PRs and the color of the label itself	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	46	// Step 5: Reconcile labels	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	52	// Step 1: Trigger ES build and promote	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	60	// Step 2: Wait for ES build to complete, then update versions.json on main.	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	70	// Step 3: Wait, then create the new release branch off main	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	74	// Step 4: Wait, and then do a bunch of file changes in the new branch.	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	78	// Step 5: Wait, then trigger DRA snapshot and staging on the new release branch.	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	83	// Step 6: Wait, then bump main's package.json to the next dev version. This runs	COMMENT
LOW⚡	.buildkite/scripts/steps/version_bump/pipeline.ts	91	// Step 7: Wait, then trigger DRA snapshot on main. Runs after the package.json bump	COMMENT
LOW	…_integration/plugins/features_provider/server/index.ts	59	// Step 1: extract a part of the feature definition that will be shared between deprecated and new	COMMENT
LOW	…_integration/plugins/features_provider/server/index.ts	70	// Step 2: mark feature A as deprecated and provide proper replacements for all feature and	COMMENT
LOW⚡	…_integration/plugins/features_provider/server/index.ts	89	// Step 3: define a new feature with exactly same privileges.	COMMENT
LOW⚡	…_integration/plugins/features_provider/server/index.ts	98	// Step 1: mark feature A as deprecated and provide proper replacements for all feature and	COMMENT
LOW	…_integration/plugins/features_provider/server/index.ts	164	// Step 2: define new features	COMMENT
LOW	…_integration/plugins/features_provider/server/index.ts	328	// Step 1: mark feature A as deprecated and provide proper replacements for all feature and	COMMENT
LOW	…_integration/plugins/features_provider/server/index.ts	356	// Step 2: Create a new feature with the desired privileges structure.	COMMENT
LOW	…_integration/plugins/features_provider/server/index.ts	403	// Step 1: mark existing feature A and feature B as deprecated.	COMMENT
LOW	…_integration/plugins/features_provider/server/index.ts	433	// Step 2: introduce new features (v2) with privileges that don't grant access to `ab`.	COMMENT
LOW	…_integration/plugins/features_provider/server/index.ts	446	// Step 3: introduce new feature C that only grants access to `ab`.	COMMENT
LOW⚡	…latform/test/functional/apps/rollup_job/rollup_page.ts	109	// Step 2: Histogram	COMMENT
LOW⚡	…latform/test/functional/apps/rollup_job/rollup_page.ts	114	// Step 3: Terms (optional)	COMMENT
LOW⚡	…latform/test/functional/apps/rollup_job/rollup_page.ts	118	// Step 4: Histogram(optional)	COMMENT
LOW⚡	…latform/test/functional/apps/rollup_job/rollup_page.ts	122	// Step 5: Metrics(optional)	COMMENT
LOW⚡	…latform/test/functional/apps/rollup_job/rollup_page.ts	126	// Step 6: saveJob and verify the name in the list	COMMENT
LOW	…ver/lib/rule_gaps/task/gap_auto_fill_scheduler_task.ts	395	// Step 1: Initialization	COMMENT
LOW	…ver/lib/rule_gaps/task/gap_auto_fill_scheduler_task.ts	463	// Step 2: Capacity pre-check	COMMENT
LOW	…ver/lib/rule_gaps/task/gap_auto_fill_scheduler_task.ts	479	// Step 3: Fetch rule IDs with gaps	COMMENT
LOW	…ver/lib/rule_gaps/task/gap_auto_fill_scheduler_task.ts	502	// Step 4: Process rules in batches	COMMENT
LOW	…ver/lib/rule_gaps/task/gap_auto_fill_scheduler_task.ts	526	// Step 5: Finalize and log results	COMMENT
LOW	…/document_fields/fields/edit_field/use_update_field.ts	88	// We need to check if, by changing the type, we will also	COMMENT
LOW⚡	…cation/components/template_form/template_form.test.tsx	224	// Step 1: Logistics	COMMENT
LOW⚡	…cation/components/template_form/template_form.test.tsx	228	// Step 2: Component templates	COMMENT
LOW⚡	…cation/components/template_form/template_form.test.tsx	232	// Step 3: Settings	COMMENT
LOW⚡	…cation/components/template_form/template_form.test.tsx	236	// Step 4: Mappings	COMMENT
LOW⚡	…cation/components/template_form/template_form.test.tsx	240	// Step 5: Aliases	COMMENT
LOW⚡	…cation/components/template_form/template_form.test.tsx	244	// Step 6: Review → submit	COMMENT
LOW	…application/components/pipeline_form/pipeline_form.tsx	168	We need to check if the form is dirty and also if the form has been submitted.	CODE
LOW	…ed/security/server/session_management/session_index.ts	688	// an alias (pre-8.4). In this case, we need to check if the index exists under the alias name, or the index name.	COMMENT
LOW⚡	…rm/plugins/shared/streams/server/lib/streams/client.ts	259	// Step 1: Check current state	COMMENT
LOW⚡	…rm/plugins/shared/streams/server/lib/streams/client.ts	265	// Step 2: Determine which streams to create/enable	COMMENT
LOW	…rm/plugins/shared/streams/server/lib/streams/client.ts	291	// Step 3: Check if this is a noop	COMMENT
LOW	…rm/plugins/shared/streams/server/lib/streams/client.ts	302	// Step 4: Create Kibana definitions for missing streams	COMMENT
LOW	…rm/plugins/shared/streams/server/lib/streams/client.ts	317	// Step 5: Enable streams in Elasticsearch (parallel calls)	COMMENT
LOW	…ms/server/lib/streams/attachments/attachment_client.ts	464	// Step 1: Validate all attachments in parallel	COMMENT
LOW	…ms/server/lib/streams/attachments/attachment_client.ts	482	// Step 2: Get existing attachments from storage	COMMENT
LOW	…ms/server/lib/streams/attachments/attachment_client.ts	496	// Step 3: Build bulk operations array	COMMENT
LOW	…ver/routes/streams/crud/create_classic_stream_route.ts	55	// Step 1: Create the backing data stream	COMMENT
LOW	…ver/routes/streams/crud/create_classic_stream_route.ts	69	// Step 2: Register the classic stream in Kibana	COMMENT
LOW	…ins/shared/cloud_connect/server/routes/authenticate.ts	111	// Step 1: Validate the API key scope	COMMENT
LOW	…ins/shared/cloud_connect/server/routes/authenticate.ts	124	// Step 2: Onboard the cluster based on the key type	COMMENT
LOW⚡	…components/onboarding/connection_wizard/index.test.tsx	84	// Step 1: Sign up or log in buttons should be present	COMMENT
LOW⚡	…components/onboarding/connection_wizard/index.test.tsx	91	// Step 3: API key input should be present (step 2 in UI since step 2 is skipped)	COMMENT
397 more matches not shown…

Magic Placeholder Names99 hits · 496 pts

Severity	File	Line	Snippet	Context
HIGH	docs/reference/connectors-kibana/trello-action-type.md	142	1. Copy this URL and replace `YOUR_API_KEY` with the key from the previous step:	CODE
HIGH	docs/reference/connectors-kibana/trello-action-type.md	145	https://trello.com/1/authorize?expiration=never&scope=read,write&response_type=token&key=YOUR_API_KEY	CODE
HIGH	…ference/connectors-kibana/pagerduty-mcp-action-type.md	28	: Your PagerDuty API key. Enter it in the format `Token token=YOUR_API_KEY`. Refer to [Get API credentials](#pagerduty	CODE
HIGH	…s_page/details_page_overview/details_page_overview.tsx	84	apiKey: 'your_api_key',	CODE
HIGH	…pack/platform/plugins/shared/elastic_console/README.md	61	-H "Authorization: ApiKey YOUR_API_KEY" \	CODE
HIGH	…pack/platform/plugins/shared/elastic_console/README.md	222	api_key="YOUR_API_KEY",	CODE
HIGH	…pack/platform/plugins/shared/elastic_console/README.md	243	apiKey: 'YOUR_API_KEY',	CODE
HIGH	…omponents/stream_list_view/streams_settings_flyout.tsx	201	api_key: "<your-api-key>"`,	CODE
HIGH	…omponents/stream_list_view/streams_settings_flyout.tsx	205	api_key => "<your-api-key>"	CODE
HIGH	…nents/src/cli_install_modal/cli_install_modal.test.tsx	87	expect(result).toContain('--es-api-key <your-api-key>');	CODE
HIGH	…n-shared-components/src/cli_install_modal/constants.ts	11	export const CLI_API_KEY_PLACEHOLDER = '<your-api-key>';	CODE
HIGH	…ty/packages/kbn-evals-suite-attack-discovery/README.md	60	EVAL_KBN_API_KEY=<your-api-key> \	CODE
HIGH⚡	…onboarding/constants/have_vectors_language_snippets.ts	319	api_key="YOUR_API_KEY",	CODE
HIGH⚡	…onboarding/constants/have_vectors_language_snippets.ts	335	auth: { apiKey: "YOUR_API_KEY" },	CODE
HIGH	…onboarding/constants/have_vectors_language_snippets.ts	15	api_key="YOUR_API_KEY",	CODE
HIGH	…onboarding/constants/have_vectors_language_snippets.ts	52	auth: { apiKey: "YOUR_API_KEY" },	CODE
HIGH	…onboarding/constants/have_vectors_language_snippets.ts	104	try (ElasticsearchClient esClient = ElasticsearchClient.of(e -> e.host("https://your-elasticsearch-url").apiKey(	CODE
HIGH	…onboarding/constants/have_vectors_language_snippets.ts	146	elasticsearch.WithAPIKey("YOUR_API_KEY"),	CODE
HIGH	…onboarding/constants/have_vectors_language_snippets.ts	197	let creds = Credentials::EncodedApiKey("YOUR_API_KEY".into());	CODE
HIGH	…onboarding/constants/have_vectors_language_snippets.ts	257	.Authentication(new ApiKey("YOUR_API_KEY"));	CODE
HIGH	…onboarding/constants/have_vectors_language_snippets.ts	291	api_key: 'YOUR_API_KEY'	CODE
HIGH	…onboarding/constants/have_vectors_language_snippets.ts	358	try (ElasticsearchClient client = ElasticsearchClient.of(e -> e.host("https://your-elasticsearch-url").apiKey("Y	CODE
HIGH	…onboarding/constants/have_vectors_language_snippets.ts	388	elasticsearch.WithAPIKey("YOUR_API_KEY"),	CODE
HIGH	…onboarding/constants/have_vectors_language_snippets.ts	416	let creds = Credentials::EncodedApiKey("YOUR_API_KEY".into());	CODE
HIGH	…onboarding/constants/have_vectors_language_snippets.ts	440	.Authentication(new ApiKey("YOUR_API_KEY"));	CODE
HIGH	…onboarding/constants/have_vectors_language_snippets.ts	458	api_key: 'YOUR_API_KEY'	CODE
HIGH	…onboarding/constants/have_vectors_language_snippets.ts	474	api_key="YOUR_API_KEY",	CODE
HIGH	…onboarding/constants/have_vectors_language_snippets.ts	510	auth: { apiKey: "YOUR_API_KEY" },	CODE
HIGH	…onboarding/constants/have_vectors_language_snippets.ts	554	try (ElasticsearchClient client = ElasticsearchClient.of(e -> e.host("https://your-elasticsearch-url").apiKey("Y	CODE
HIGH	…onboarding/constants/have_vectors_language_snippets.ts	604	elasticsearch.WithAPIKey("YOUR_API_KEY"),	CODE
HIGH	…onboarding/constants/have_vectors_language_snippets.ts	642	let creds = Credentials::EncodedApiKey("YOUR_API_KEY".into());	CODE
HIGH	…onboarding/constants/have_vectors_language_snippets.ts	688	.Authentication(new ApiKey("YOUR_API_KEY"));	CODE
HIGH	…onboarding/constants/have_vectors_language_snippets.ts	728	api_key: 'YOUR_API_KEY'	CODE
HIGH	…nboarding/src/onboarding/constants/console_snippets.ts	9	export const API_KEY_PLACEHOLDER = 'YOUR_API_KEY';	CODE
HIGH⚡	…arding/constants/generate_vectors_language_snippets.ts	278	api_key="YOUR_API_KEY",	CODE
HIGH⚡	…arding/constants/generate_vectors_language_snippets.ts	291	auth: { apiKey: "YOUR_API_KEY" },	CODE
HIGH	…arding/constants/generate_vectors_language_snippets.ts	15	api_key="YOUR_API_KEY",	CODE
HIGH	…arding/constants/generate_vectors_language_snippets.ts	43	auth: { apiKey: "YOUR_API_KEY" },	CODE
HIGH	…arding/constants/generate_vectors_language_snippets.ts	84	try (ElasticsearchClient esClient = ElasticsearchClient.of(e -> e.host("https://your-elasticsearch-url").apiKey(	CODE
HIGH	…arding/constants/generate_vectors_language_snippets.ts	121	elasticsearch.WithAPIKey("YOUR_API_KEY"),	CODE
HIGH	…arding/constants/generate_vectors_language_snippets.ts	173	let creds = Credentials::EncodedApiKey("YOUR_API_KEY".into());	CODE
HIGH	…arding/constants/generate_vectors_language_snippets.ts	224	.Authentication(new ApiKey("YOUR_API_KEY"));	CODE
HIGH	…arding/constants/generate_vectors_language_snippets.ts	247	api_key: 'YOUR_API_KEY'	CODE
HIGH	…arding/constants/generate_vectors_language_snippets.ts	310	try (ElasticsearchClient client = ElasticsearchClient.of(e -> e.host("https://your-elasticsearch-url").apiKey("Y	CODE
HIGH	…arding/constants/generate_vectors_language_snippets.ts	339	elasticsearch.WithAPIKey("YOUR_API_KEY"),	CODE
HIGH	…arding/constants/generate_vectors_language_snippets.ts	366	let creds = Credentials::EncodedApiKey("YOUR_API_KEY".into());	CODE
HIGH	…arding/constants/generate_vectors_language_snippets.ts	387	.Authentication(new ApiKey("YOUR_API_KEY"));	CODE
HIGH	…arding/constants/generate_vectors_language_snippets.ts	405	api_key: 'YOUR_API_KEY'	CODE
HIGH	…arding/constants/generate_vectors_language_snippets.ts	421	api_key="YOUR_API_KEY",	CODE
HIGH	…arding/constants/generate_vectors_language_snippets.ts	440	auth: { apiKey: "YOUR_API_KEY" },	CODE
HIGH	…arding/constants/generate_vectors_language_snippets.ts	466	try (ElasticsearchClient client = ElasticsearchClient.of(e -> e.host("https://your-elasticsearch-url").apiKey("Y	CODE
HIGH	…arding/constants/generate_vectors_language_snippets.ts	501	elasticsearch.WithAPIKey("YOUR_API_KEY"),	CODE
HIGH	…arding/constants/generate_vectors_language_snippets.ts	528	let creds = Credentials::EncodedApiKey("YOUR_API_KEY".into());	CODE
HIGH	…arding/constants/generate_vectors_language_snippets.ts	555	.Authentication(new ApiKey("YOUR_API_KEY"));	CODE
HIGH	…arding/constants/generate_vectors_language_snippets.ts	584	api_key: 'YOUR_API_KEY'	CODE
HIGH	…bservability/plugins/apm/docs/openapi/apm/bundled.json	1158	"source": "curl -X GET \"http://localhost:5601/api/apm/sourcemaps\" \\\n-H 'Content-Type: application/json'	CODE
HIGH	…bservability/plugins/apm/docs/openapi/apm/bundled.json	1287	"source": "curl -X POST \"http://localhost:5601/api/apm/sourcemaps\" \\\n-H 'Content-Type: multipart/form-da	CODE
HIGH	…bservability/plugins/apm/docs/openapi/apm/bundled.json	1414	"source": "curl -X DELETE \"http://localhost:5601/api/apm/sourcemaps/apm:foo-1.0.0-644fd5a9\" \\\n-H 'Conten	CODE
HIGH	…bservability/plugins/apm/docs/openapi/apm/bundled.yaml	729	-H 'Authorization: ApiKey ${YOUR_API_KEY}'	CODE
HIGH	…bservability/plugins/apm/docs/openapi/apm/bundled.yaml	811	-H 'Authorization: ApiKey ${YOUR_API_KEY}' \	CODE
39 more matches not shown…

Modern AI Meta-Vocabulary106 hits · 285 pts

Severity	File	Line	Snippet	Context
MEDIUM	config/serverless.security.essentials.yml	22	# agenticInvestigations.hidden: true # TODO: uncomment when agentic investigations plugin is enabled	COMMENT
MEDIUM	config/serverless.security.complete.yml	27	# agenticInvestigations.category: "security" # TODO: uncomment when agentic investigations plugin is enabled	COMMENT
MEDIUM	config/serverless.oblt.logs_essentials.yml	40	# agenticInvestigations.hidden: true # TODO: uncomment when agentic investigations plugin is enabled	COMMENT
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	7	All issues referenced are from [`elastic/agentic-interface-program`](https://github.com/elastic/agentic-interface-progra	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	11	Cases tools not gated in Search projects ([#154](https://github.com/elastic/agentic-interface-program/issues/154)):	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	11	Cases tools not gated in Search projects ([#154](https://github.com/elastic/agentic-interface-program/issues/154)):	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	15	**Context Engine tools registered when feature is off ([#156](https://github.com/elastic/agentic-interface-program/issue	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	15	**Context Engine tools registered when feature is off ([#156](https://github.com/elastic/agentic-interface-program/issue	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	19	**Streams tools on wrong project types ([#157](https://github.com/elastic/agentic-interface-program/issues/157), [#160](	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	19	**Streams tools on wrong project types ([#157](https://github.com/elastic/agentic-interface-program/issues/157), [#160](	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	30	Render directives leak to MCP clients ([#148](https://github.com/elastic/agentic-interface-program/issues/148)): Too	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	30	Render directives leak to MCP clients ([#148](https://github.com/elastic/agentic-interface-program/issues/148)): Too	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	35	Internal identifiers in error messages ([#153](https://github.com/elastic/agentic-interface-program/issues/153)): A	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	35	Internal identifiers in error messages ([#153](https://github.com/elastic/agentic-interface-program/issues/153)): A	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	45	**Workflow tool bypasses destructive controls ([#145](https://github.com/elastic/agentic-interface-program/issues/145)):	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	45	**Workflow tool bypasses destructive controls ([#145](https://github.com/elastic/agentic-interface-program/issues/145)):	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	50	MCP bypasses confirmation dialogs ([#147](https://github.com/elastic/agentic-interface-program/issues/147)): Streams	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	50	MCP bypasses confirmation dialogs ([#147](https://github.com/elastic/agentic-interface-program/issues/147)): Streams	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	65	Separate read and write MCP tools ([#114](https://github.com/elastic/agentic-interface-program/issues/114)): A combi	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	65	Separate read and write MCP tools ([#114](https://github.com/elastic/agentic-interface-program/issues/114)): A combi	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	75	Descriptions script assistant behavior ([#149](https://github.com/elastic/agentic-interface-program/issues/149)): To	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	75	Descriptions script assistant behavior ([#149](https://github.com/elastic/agentic-interface-program/issues/149)): To	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	80	*Extraneous conversation data in parameters ([#152](https://github.com/elastic/agentic-interface-program/issues/152)):	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	80	*Extraneous conversation data in parameters ([#152](https://github.com/elastic/agentic-interface-program/issues/152)):	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	91	Duplicated schema per result ([#146](https://github.com/elastic/agentic-interface-program/issues/146)): `get_connect	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	91	Duplicated schema per result ([#146](https://github.com/elastic/agentic-interface-program/issues/146)): `get_connect	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	95	Full document content with no control ([#155](https://github.com/elastic/agentic-interface-program/issues/155)): `pr	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	95	Full document content with no control ([#155](https://github.com/elastic/agentic-interface-program/issues/155)): `pr	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	105	Raw Zod validation trace ([#143](https://github.com/elastic/agentic-interface-program/issues/143)): `create_partitio	CODE
MEDIUM⚡	…/agent-builder-tool-review/references/common-issues.md	105	Raw Zod validation trace ([#143](https://github.com/elastic/agentic-interface-program/issues/143)): `create_partitio	CODE
MEDIUM	…/agent-builder-tool-review/references/common-issues.md	116	Missing annotations ([#111](https://github.com/elastic/agentic-interface-program/issues/111)): Tools shipped without	CODE
MEDIUM	…/agent-builder-tool-review/references/common-issues.md	116	Missing annotations ([#111](https://github.com/elastic/agentic-interface-program/issues/111)): Tools shipped without	CODE
MEDIUM⚡	.agents/skills/cypress-to-scout-migration/SKILL.md	138	### Step 2: Set up Scout scaffold `[low freedom — use script]`	COMMENT
MEDIUM	.agents/skills/kbn-ui-package/SKILL.md	116	### 4d. Create packaging/ scaffold	COMMENT
MEDIUM	.agents/skills/kbn-ui-package/SKILL.md	218	### 4e. Create packaging/example/ scaffold	COMMENT
MEDIUM	.agents/skills/scout-create-scaffold/SKILL.md	35	# UI scaffold, sequential (non-parallel)	COMMENT
MEDIUM	docs/extend/tutorials/external-plugin-development.md	21	* Manifest. External plugins use a flat `kibana.json` manifest (a different schema than the in-repo `kibana.jsonc`).	COMMENT
MEDIUM	…oud-serverless/kibana-cloud-serverless-2026-09-25.yaml	207	- https://github.com/elastic/agentic-interface-program/issues/143	CODE
MEDIUM	…oud-serverless/kibana-cloud-serverless-2026-09-22.yaml	509	- https://github.com/elastic/agentic-interface-program/issues/154	CODE
MEDIUM	…oud-serverless/kibana-cloud-serverless-2026-09-22.yaml	624	- https://github.com/elastic/agentic-interface-program/issues/148	CODE
MEDIUM	examples/workflows_extensions_example/README.md	69	You can emit events in two ways: via the request-scoped client (from a route, recommended) or directly via the s	CODE
MEDIUM	examples/workflows_extensions_example/README.md	94	For information about some guardrails in event-driven triggers see [Event-driven guardrails](../../src/platform/plugins/	CODE
MEDIUM	examples/workflows_extensions_example/README.md	94	For information about some guardrails in event-driven triggers see [Event-driven guardrails](../../src/platform/plugins/	CODE
MEDIUM	packages/kbn-plugin-generator/src/render_template.ts	117	// exclude the unused scaffold tree (paths still include classic/ or di/)	COMMENT
MEDIUM	.github/workflows/flaky-fix-verifier.md	701	## Workflow guardrails	COMMENT
MEDIUM	.buildkite/scripts/common/setup_job_env.sh	150	# don't fetch the validator, and orchestration steps on the minimal image have no node yet (this runs	COMMENT
MEDIUM	.buildkite/scripts/steps/evals/run_suite.sh	5	# NOTE: Keep this Buildkite step script mostly bash + orchestration.	COMMENT
MEDIUM	…omponents/templates_v2/utils/template_field_actions.ts	52	// control -> plain scaffold object, computed once from FIELD_DEFAULT_SNIPPETS. Only snippets that	COMMENT
MEDIUM	…/components/templates_v2/utils/field_action_catalog.ts	24	// A conditation scaffold referencing another field — the author fills in the real field/value.	COMMENT
MEDIUM	…/components/templates_v2/utils/field_action_catalog.ts	48	// Placeholder scaffold values the author replaces (like `field_name`/`value` below) — not	COMMENT
MEDIUM	…ts/field_library/utils/field_definition_json_schema.ts	30	// Root-level defaultSnippets give the same "pick a field type" scaffold menu as the template	COMMENT
MEDIUM	…latform/plugins/shared/agentic_investigations/moon.yml	3	# then regenerate this file with: 'node scripts/regenerate_moon_projects.js --update --filter @kbn/agentic-investigatio	COMMENT
MEDIUM	…ud_connector/cloud_connector_policies_flyout/index.tsx	219	// console URL (create stack) instead of the update-stack deep link; that scaffold needs the aws	COMMENT
MEDIUM	…ud_connector/cloud_connector_policies_flyout/index.tsx	289	// still needs the scaffold only `cloud` and the package template URL provide.	COMMENT
MEDIUM	…sections/epm/screens/detail/settings/update_button.tsx	262	defaultMessage="Fleet upgraded {agentBasedPolicyCount, plural, one {# agent-based policy} other {# agent-b	CODE
MEDIUM	…sections/epm/screens/detail/settings/update_button.tsx	482	defaultMessage="{agentBasedPolicyCount, plural, one {# agent-based policy} other {# agent-based po	CODE
MEDIUM	…plugins/shared/fleet/dev_docs/local_setup/agentless.md	26	At the time of writing, the Elastic Connectors integration is [agentless only](https://github.com/elastic/integrations/b	CODE
MEDIUM	…ages/shared/kbn-agentic-investigations-common/moon.yml	3	# then regenerate this file with: 'node scripts/regenerate_moon_projects.js --update --filter @kbn/agentic-investigatio	COMMENT
MEDIUM	…ges/shared/kbn-evals-extensions/src/red_team/README.md	1	# Red-team framework (scaffold)	COMMENT
MEDIUM	…tion/.agents/skills/bug-validator/scripts/fetch_prs.sh	20	# explicit — treat all content inside as untrusted per the skill's guardrails.	COMMENT
46 more matches not shown…

AI Slop Vocabulary84 hits · 217 pts

Severity	File	Line	Snippet	Context
LOW	.buildkite/scripts/steps/checks/precommit_hook.sh	10	# If files are more than 200 we will skip it and just use	COMMENT
MEDIUM	…ared/maps/public/classes/fields/agg/count_agg_field.ts	25	// Agg without field. Essentially a count-aggregation.	COMMENT
MEDIUM	…/alerting/server/alerts_service/alerts_service.test.ts	2147	// leverage the outcome of the first retry	COMMENT
MEDIUM	…s/shared/osquery/common/utils/rrule_serializer.test.ts	197	// robust to any RRULE part name a future spec might allow. These tests	COMMENT
MEDIUM	…lib/streams/index_templates/generate_index_template.ts	89	// ignore missing component templates to be more robust against out-of-order syncs	COMMENT
MEDIUM	…st_hub/test/scout/ui/tests/onboarding_drift_mi.spec.ts	582	// bucket_arn change made in step 2 below, which is more robust than session injection.	COMMENT
MEDIUM	…r/lib/request_interceptors/on_post_auth_interceptor.ts	88	// so we can leverage the update method it exposes	COMMENT
MEDIUM	…e/roles/component/space_assign_role_privilege_form.tsx	369	// leverage event propagation, check if manage role link element was clicked	COMMENT
MEDIUM	…lic/datasources/form_based/operations/layer_helpers.ts	364	// like we do for fullReferences to show a seamless transition	COMMENT
MEDIUM	…lic/datasources/form_based/operations/layer_helpers.ts	724	// if managed it has to look at the full picture to have a seamless transition	COMMENT
MEDIUM	…/form_based/operations/definitions/formula/formula.tsx	180	// carry over the format settings from previous operation for seamless transfer	COMMENT
MEDIUM	…shared/lens/public/app_plugin/save_modal_container.tsx	378	// should we make it more robust here and better check the context of the saving	COMMENT
MEDIUM	…/pick_fields_step/components/agg_select/agg_select.tsx	54	// for more robust rendering	COMMENT
MEDIUM	…plorer/components/timeseries_chart/timeseries_chart.js	782	// TODO needs revisiting to be a more robust normalization	COMMENT
MEDIUM	x-pack/platform/plugins/shared/actions/server/config.ts	176	// We leverage the enabledActionTypes list by allowing the other plugins to overwrite it by using "setEnabledConnectorTy	COMMENT
MEDIUM	…inference/scripts/load_esql_docs/generate_esql_docs.ts	763	// Use native unzip command which is more robust	COMMENT
MEDIUM	…t/server/services/epm/packages/package_verification.ts	159	// Essentially, since the sha1 key was reformmated to sha256 as part of https://github.com/elastic/elasticsearch/i	COMMENT
MEDIUM	…l_state_machine/steps/step_save_knowledge_base.test.ts	123	buffer: Buffer.from('# User Guide\n\nThis is a comprehensive guide.', 'utf8'),	CODE
MEDIUM	…l_state_machine/steps/step_save_knowledge_base.test.ts	154	content: '# User Guide\n\nThis is a comprehensive guide.',	CODE
MEDIUM	…l_state_machine/steps/step_save_knowledge_base.test.ts	275	buffer: Buffer.from('# User Guide\n\nThis is a comprehensive guide.', 'utf8'),	CODE
MEDIUM	…l_state_machine/steps/step_save_knowledge_base.test.ts	295	content: '# User Guide\n\nThis is a comprehensive guide.',	CODE
MEDIUM	…l_state_machine/steps/step_save_knowledge_base.test.ts	675	buffer: Buffer.from('# User Guide\n\nThis is a comprehensive guide.', 'utf8'),	CODE
MEDIUM	…l_state_machine/steps/step_save_knowledge_base.test.ts	703	buffer: Buffer.from('# User Guide\n\nThis is a comprehensive guide.', 'utf8'),	CODE
MEDIUM	…l_state_machine/steps/step_save_knowledge_base.test.ts	720	content: '# User Guide\n\nThis is a comprehensive guide.',	CODE
MEDIUM	…l_state_machine/steps/step_save_knowledge_base.test.ts	736	buffer: Buffer.from('# User Guide\n\nThis is a comprehensive guide.', 'utf8'),	CODE
MEDIUM	…l_state_machine/steps/step_save_knowledge_base.test.ts	757	buffer: Buffer.from('# User Guide\n\nThis is a comprehensive guide.', 'utf8'),	CODE
MEDIUM	…l_state_machine/steps/step_save_knowledge_base.test.ts	774	content: '# User Guide\n\nThis is a comprehensive guide.',	CODE
MEDIUM	…_state_machine/steps/step_delete_previous_pipelines.ts	32	// assets to remain installed. This is a temporary solution - more robust solution tracked here https://github.com/ela	COMMENT
MEDIUM	…tform/plugins/private/canvas/public/style/hackery.scss	32	// Canvas has a few modals that necessitate a fixed height due to robust content	COMMENT
MEDIUM	…oring/public/components/kibana/instances/instances.tsx	231	// We want to create a seamless experience for the user by merging in the setup data	COMMENT
MEDIUM	…itoring/public/components/elasticsearch/nodes/nodes.js	370	// We want to create a seamless experience for the user by merging in the setup data	COMMENT
MEDIUM	…sform/components/aggregation_list/sub_aggs_section.tsx	72	// for more robust rendering	COMMENT
MEDIUM	…components/pivot_configuration/pivot_configuration.tsx	53	// for more robust rendering	COMMENT
MEDIUM	…lang/src/transpilers/esql/processors/uri_parts.test.ts	209	// than by substring match so the test is robust to pretty-printer	COMMENT
MEDIUM	…st/scout/api/tests/cross_compatibility/replace.spec.ts	304	// rather it highlights the nuanced behavioral differences in certain edge cases among transpilers.	COMMENT
MEDIUM	…/test/scout/api/tests/cross_compatibility/grok.spec.ts	464	// rather it highlights the nuanced behavioral differences in certain edge cases among transpilers.	COMMENT
MEDIUM	…test/scout/api/tests/cross_compatibility/split.spec.ts	230	// rather it highlights the nuanced behavioral differences in certain edge cases among transpilers.	COMMENT
MEDIUM	…/test/scout/api/tests/cross_compatibility/date.spec.ts	206	// rather it highlights the nuanced behavioral differences in certain edge cases among transpilers.	COMMENT
MEDIUM	…s/test/scout/api/tests/cross_compatibility/set.spec.ts	175	// rather it highlights the nuanced behavioral differences in certain edge cases among transpilers.	COMMENT
MEDIUM	…/test/scout/api/tests/cross_compatibility/math.spec.ts	354	// rather it highlights the nuanced behavioral differences in certain edge cases among transpilers.	COMMENT
MEDIUM	…st/scout/api/tests/cross_compatibility/convert.spec.ts	165	// rather it highlights the nuanced behavioral differences in certain edge cases among transpilers.	COMMENT
MEDIUM	…est/scout/api/tests/cross_compatibility/rename.spec.ts	152	// rather it highlights the nuanced behavioral differences in certain edge cases among transpilers.	COMMENT
MEDIUM	…est/scout/api/tests/cross_compatibility/append.spec.ts	109	// rather it highlights the nuanced behavioral differences in certain edge cases among transpilers.	COMMENT
MEDIUM	…st/scout/api/tests/cross_compatibility/dissect.spec.ts	247	// rather it highlights the nuanced behavioral differences in certain edge cases among transpilers.	COMMENT
MEDIUM	…uite-agent-builder-visualizations/playwright.config.ts	24	// occasional rate-limit retries). Two retries keep the suite robust against	COMMENT
MEDIUM	…s_archives/contextual_flyout_security_alerts/data.json	200	"kibana.alert.rule.note": "## Triage and analysis\n\n> Disclaimer:\n> This investigation guide was created usi	CODE
MEDIUM	…s_archives/contextual_flyout_security_alerts/data.json	200	"kibana.alert.rule.note": "## Triage and analysis\n\n> Disclaimer:\n> This investigation guide was created usi	CODE
MEDIUM	…s_archives/contextual_flyout_security_alerts/data.json	224	"note": "## Triage and analysis\n\n> Disclaimer:\n> This investigation guide was created using generative AI	CODE
MEDIUM	…s_archives/contextual_flyout_security_alerts/data.json	224	"note": "## Triage and analysis\n\n> Disclaimer:\n> This investigation guide was created using generative AI	CODE
MEDIUM	…s_archives/contextual_flyout_security_alerts/data.json	605	"kibana.alert.rule.note": "## Triage and analysis\n\n> Disclaimer:\n> This investigation guide was created usi	CODE
MEDIUM	…s_archives/contextual_flyout_security_alerts/data.json	605	"kibana.alert.rule.note": "## Triage and analysis\n\n> Disclaimer:\n> This investigation guide was created usi	CODE
MEDIUM	…s_archives/contextual_flyout_security_alerts/data.json	629	"note": "## Triage and analysis\n\n> Disclaimer:\n> This investigation guide was created using generative AI	CODE
MEDIUM	…s_archives/contextual_flyout_security_alerts/data.json	629	"note": "## Triage and analysis\n\n> Disclaimer:\n> This investigation guide was created using generative AI	CODE
MEDIUM	…s_archives/contextual_flyout_security_alerts/data.json	1030	"kibana.alert.rule.note": "## Triage and analysis\n\n> Disclaimer:\n> This investigation guide was created usi	CODE
MEDIUM	…s_archives/contextual_flyout_security_alerts/data.json	1030	"kibana.alert.rule.note": "## Triage and analysis\n\n> Disclaimer:\n> This investigation guide was created usi	CODE
MEDIUM	…s_archives/contextual_flyout_security_alerts/data.json	1054	"note": "## Triage and analysis\n\n> Disclaimer:\n> This investigation guide was created using generative AI	CODE
MEDIUM	…s_archives/contextual_flyout_security_alerts/data.json	1054	"note": "## Triage and analysis\n\n> Disclaimer:\n> This investigation guide was created using generative AI	CODE
MEDIUM	…s/exploratory-tester/scripts/test_session_resources.py	4522	# a fake-page harness test extracting and executing the real	STRING
MEDIUM	…ry-tester/scripts/manual-tools/serve-seeded-harness.py	26	pass # keep test output quiet; harness assertions read HTTP responses, not this log	CODE
MEDIUM	…ry-tester/scripts/manual-tools/serve-seeded-harness.py	82	# Serve this script's own directory (where seeded-live-harness.html	COMMENT
24 more matches not shown…

Cross-Language Confusion (JS/TS)27 hits · 178 pts

Severity	File	Line	Snippet	Context
HIGH	…ckages/kbn-repo-source-classifier-cli/src/type_tree.ts	67	print(options: PrintOpts) {	CODE
HIGH	…ckages/kbn-repo-source-classifier-cli/src/type_tree.ts	81	print(` ${prefix}`, childTypes);	CODE
HIGH	…ckages/kbn-repo-source-classifier-cli/src/type_tree.ts	86	print('', tree);	CODE
HIGH⚡	.buildkite/scripts/common/util.test.ts	45	elif [[ "$1 $2 \${3:-}" == "config unset auth/access_token_file" ]]; then	CODE
HIGH⚡	.buildkite/scripts/common/util.test.ts	47	elif [[ "$1 $2" == "auth print-access-token" ]]; then	CODE
HIGH⚡	.buildkite/scripts/common/util.test.ts	49	elif [[ "$1 $2 \${3:-}" == "storage objects describe" ]]; then	CODE
HIGH⚡	.buildkite/scripts/common/util.test.ts	51	elif [[ "$1 $2" == "storage cp" ]]; then	CODE
HIGH	…/shared/fleet/server/services/epm/fields/field.test.ts	19	print(val) {	CODE
HIGH	…r/services/epm/elasticsearch/template/template.test.ts	62	print(val) {	CODE
HIGH⚡	…pack/platform/packages/shared/ml/chi2test/constants.ts	33	print("export const CRITICAL_VALUES_TABLE = [")	CODE
HIGH⚡	…pack/platform/packages/shared/ml/chi2test/constants.ts	35	print(f" [{', '.join([str(x) for x in row])}],")	CODE
HIGH⚡	…pack/platform/packages/shared/ml/chi2test/constants.ts	36	print("];")	CODE
HIGH⚡	…pack/platform/packages/shared/ml/chi2test/constants.ts	39	print("export const SIGNIFICANCE_LEVELS = [")	CODE
HIGH⚡	…pack/platform/packages/shared/ml/chi2test/constants.ts	40	print(f" {', '.join([f'{x:.6f}' for x in significance_levels])}")	CODE
HIGH⚡	…pack/platform/packages/shared/ml/chi2test/constants.ts	41	print("];")	CODE
HIGH⚡	…onboarding/constants/have_vectors_language_snippets.ts	329	print(result["hits"]["hits"])	CODE
HIGH	…onboarding/constants/have_vectors_language_snippets.ts	504	print(result["hits"]["hits"])	CODE
HIGH⚡	…arding/constants/generate_vectors_language_snippets.ts	285	print(result["hits"]["hits"])	CODE
HIGH	…arding/constants/generate_vectors_language_snippets.ts	434	print(result["hits"]["hits"])	CODE
HIGH	…nightshift-shared/src/condition_to_esql_filter.test.ts	46	print({	CODE
HIGH	…nightshift-shared/src/condition_to_esql_filter.test.ts	58	print({	CODE
HIGH⚡	…-code-examples/src/getting-started-tutorials/python.ts	46	print("Index created:", create_response)	CODE
HIGH⚡	…-code-examples/src/getting-started-tutorials/python.ts	48	print(f"Index '{index_name}' already exists.")	CODE
HIGH⚡	…-code-examples/src/getting-started-tutorials/python.ts	65	print("Mappings updated:", mapping_response)	CODE
HIGH⚡	…-code-examples/src/getting-started-tutorials/python.ts	83	print(bulk_response)	CODE
HIGH⚡	…-code-examples/src/getting-started-tutorials/python.ts	94	print(search_response['hits']['hits'])	CODE
HIGH	…s/shared/kbn-search-agent/src/skills/keyword_search.ts	143	print(f"Error indexing doc: {err['index']['error']}")	CODE

Synthetic Comment Markers23 hits · 132 pts

Severity	File	Line	Snippet	Context
HIGH	docs/extend/plugin-list.md	151	\| [customContent](https://github.com/elastic/kibana/blob/main/x-pack/platform/plugins/shared/custom_content/README.md) \|	CODE
HIGH	…oud-serverless/kibana-cloud-serverless-2026-09-15.yaml	288	description: Custom panels generated by AI Assistant tools and skills now render directly inside the conversation, so	CODE
HIGH	…ed/ml/server/models/results_service/results_service.ts	84	// Obtains data for the anomalies table, aggregating anomalies by day or hour as requested.	COMMENT
HIGH	…ions/sections/epm/screens/detail/overview/overview.tsx	198	// get the headings and creates a nested structure as requested by EuiSideNav	COMMENT
HIGH	…suite-streams/scripts/create_dataset_from_clipboard.ts	175	source: 'Generated by AI suggestion - ${timestamp}',	CODE
HIGH	…suite-streams/scripts/create_dataset_from_clipboard.ts	241	source: 'Generated by AI suggestion - ${timestamp}',	CODE
HIGH	…impl/schemas/chat/post_chat_complete_route.schema.yaml	112	- assistant # AI-generated response	CODE
HIGH	…on_cypress/es_archives/siem_migrations/rules/data.json	244	"message": "## Translation Summary\n\nLet's break down the translation process:\n\n1. The original SPL que	CODE
HIGH	…rallel_tests/reports/ai_value_report_with_data.spec.ts	40	// waits for an AI-generated insight, which requires a configured default AI	COMMENT
HIGH	…gineering/rule-management/detection-rule-management.md	66	- PR #262307 ([Security Solution] Add rules/_search endpoint) — multiple human reviewers approved the PR. The review	CODE
HIGH	…plan-generator/references/example-test-plan-backend.md	251	🤖 Generated by claude-sonnet-4-6 on YYYY-MM-DD	COMMENT
HIGH	…ls/test-plan-generator/references/example-test-plan.md	281	🤖 Generated by claude-sonnet-4-6 on 2026-05-13	COMMENT
HIGH	…_v2/document/main/components/document_summary.test.tsx	93	expect(screen.getByText(/Generated by AI on/)).toBeInTheDocument();	CODE
HIGH	…_v2/document/main/components/document_summary.test.tsx	109	expect(screen.queryByText(/Generated by AI on/)).not.toBeInTheDocument();	CODE
HIGH	…lyout_v2/document/main/components/document_summary.tsx	72	defaultMessage: 'Generated by AI on {timestamp}',	CODE
HIGH	…flyout_v2/document/main/hooks/use_document_summary.tsx	61	* "Generated by AI on …".	COMMENT
HIGH	…details_flyout/components/entity_highlights_result.tsx	279	defaultMessage="Generated by AI on {timestamp}"	CODE
HIGH	…ls_flyout/components/entity_highlights_result.test.tsx	222	expect(screen.getByText(/Generated by AI on/)).toBeInTheDocument();	CODE
HIGH	…ls_flyout/components/entity_highlights_result.test.tsx	298	expect(screen.queryByText(/Generated by AI on/)).not.toBeInTheDocument();	CODE
HIGH	…g/top_threat_hunting_leads/generated_on_label.test.tsx	31	expect(screen.getByText('Generated by AI on Jul 16, 2026 @ 22:32:00.000')).toBeInTheDocument();	CODE
HIGH	…g/top_threat_hunting_leads/generated_on_label.test.tsx	39	expect(screen.getByText('Generated by AI on Jul 16, 2026 @ 15:32:00.000')).toBeInTheDocument();	CODE
HIGH	…unting/top_threat_hunting_leads/generated_on_label.tsx	19	defaultMessage="Generated by AI on {timestamp}"	CODE
HIGH	…ns/security_solution/public/reports/pages/ai_value.tsx	149	// 6 lens components and 1 AI generated key insight	COMMENT

Slop Phrases43 hits · 72 pts

Severity	File	Line	Snippet	Context
MEDIUM	examples/field_formats_example/public/plugin.tsx	43	// just for demonstration purposes:	COMMENT
MEDIUM	examples/user_activity_example/server/routes.ts	20	reason: 'This route is for demonstration purposes only',	CODE
LOW	…rm/plugins/shared/alerting/server/health/task_state.ts	16	* As you add a new schema version, don't forget to change latestTaskStateSchema variable to reference the latest schema	COMMENT
LOW	…orm/plugins/shared/alerting/server/usage/task_state.ts	15	* As you add a new schema version, don't forget to change latestTaskStateSchema variable to reference the latest schema	COMMENT
LOW	…rting/server/invalidate_pending_api_keys/task_state.ts	15	* As you add a new schema version, don't forget to change latestTaskStateSchema variable to reference the latest schema	COMMENT
LOW	…gins/shared/osquery/server/lib/telemetry/task_state.ts	14	* As you add a new schema version, don't forget to change latestTaskStateSchema variable to reference the latest schema	COMMENT
LOW	…m/plugins/shared/task_manager/server/task_validator.ts	73	// Otherwise, failures on read / write would occur. (don't forget to unskip test)	COMMENT
LOW	…m/plugins/shared/task_manager/server/task_validator.ts	124	// Otherwise, failures on read / write would occur. (don't forget to unskip test)	COMMENT
LOW	…rm/plugins/shared/ml/server/saved_objects/sync_task.ts	29	* As you add a new schema version, don't forget to change latestTaskStateSchema variable to reference the latest schema	COMMENT
LOW	…form/plugins/shared/actions/server/usage/task_state.ts	48	* As you add a new schema version, don't forget to change latestTaskStateSchema variable to reference the latest schema	COMMENT
LOW	…ins/shared/fleet/server/services/agent_policy_watch.ts	63	{ fields: ['is_protected', 'id', 'revision'], spaceId: '*' } // Don't forget to extend this to include all fields	CODE
LOW	…red/fleet/public/components/add_agent_help_popover.tsx	74	defaultMessage="Don't forget to add the agent to your host"	CODE
LOW	…m/plugins/private/reporting/server/usage/task_state.ts	15	* As you add a new schema version, don't forget to change latestTaskStateSchema variable to reference the latest schema	COMMENT
MEDIUM	…orm/plugins/private/product_intercept/common/config.ts	19	* It's worth noting that if the intercept plugin is disabled this setting will have no effect.	COMMENT
LOW	…ent-builder-genai-utils/tools/generate_esql/actions.ts	103	: `I don't see any query in your response, can you please try again? Don't forget to wrap your query with \`	CODE
MEDIUM	…shared/kbn-elastic-assistant/impl/mock/conversation.ts	97	"In EQL (Event Query Language), you can write the equivalent of `host.name: *` using the `exists` operator. Here	CODE
LOW	…_solution_serverless/server/task_manager/task_state.ts	14	* As you add a new schema version, don't forget to change latestTaskStateSchema variable to reference the latest schema	COMMENT
MEDIUM	…ild_unvalidated_report_from_last_message/utils.test.ts	20	This query limits the results to 10 items from the specified index. Let me know if you need further assistance!	CODE
MEDIUM	…ild_unvalidated_report_from_last_message/utils.test.ts	36	This query limits the results to 10 items from the specified index. Let me know if you need further assistance!	CODE
LOW	…ty_solution/server/endpoint/lib/metadata/task_state.ts	14	* As you add a new schema version, don't forget to change latestTaskStateSchema variable to reference the latest schema	COMMENT
LOW	…e_rule_to_natural_language/prompts/qradar/flow_bias.ts	16	#### Currently Elastic does not have a way to handle Flow Bias. Don't include it in Flattened detection logic but make s	COMMENT
LOW	…s/security_solution/server/lib/telemetry/task_state.ts	14	* As you add a new schema version, don't forget to change latestTaskStateSchema variable to reference the latest schema	COMMENT
LOW	…/server/lib/entity_analytics/risk_score/tasks/state.ts	14	* As you add a new schema version, don't forget to change latestTaskStateSchema variable to reference the latest schema	COMMENT
LOW	…b/entity_analytics/privilege_monitoring/tasks/state.ts	14	* As you add a new schema version, don't forget to change latestTaskStateSchema variable to reference the latest schema	COMMENT
LOW	…er/lib/entity_analytics/lead_generation/tasks/state.ts	14	* As you add a new schema version, don't forget to change latestTaskStateSchema variable to reference the latest schema	COMMENT
MEDIUM	…t_v2/document/main/hooks/use_document_summary.test.tsx	240	})}\nLet me know if you need more.`;	CODE
MEDIUM	…diff/comparison_side/field_comparison_side.stories.tsx	326	'## Setup\n\nThis rule requires data coming in from one of the following integrations:\n- Elastic Defend\n- Audi	CODE
MEDIUM	…diff/comparison_side/field_comparison_side.stories.tsx	328	'## Setup\n\nThis rule requires data coming in from one of the following integrations:\n- Elastic Defend\n- Audi	CODE
LOW	…gins/cloud_security_posture/server/tasks/task_state.ts	22	* As you add a new schema version, don't forget to change latestTaskStateSchema variable to reference the latest schema	COMMENT
MEDIUM	…es_package_generation/generate_prebuilt_rule_assets.ts	297	'## Setup\n\nThis rule requires data coming in from one of the following integrations:\n- Elastic Defend\n- Auditb	CODE
MEDIUM	…ty-esql-generation-regression/src/extract_esql.test.ts	96	'Here you go:\n\n```esql\nFROM logs-*\n\| WHERE @timestamp >= NOW() - 1h\n```\n\nLet me know if you need adju	CODE
MEDIUM	…pages/logs/log_entry_rate/sections/anomalies/index.tsx	103	defaultMessage: 'You may want to adjust your time range.',	CODE
LOW	…common/tutorial/instructions/apm_agent_instructions.ts	243	Don't forget to download the latest version of the RUM Agent from [GitHub]({GitHubLink}) or [UNPKG]({UnpkgLink}), \	CODE
LOW	…ublic/applications/shared/kibana_chrome/set_chrome.tsx	35	* Example usage (don't forget to i18n.translate() page titles!):	COMMENT
MEDIUM⚡	…earch-code-examples/src/api-tutorials/agent_builder.ts	105	# ✅ The response includes the ES\|QL query that you can use to create a custom tool.	COMMENT
LOW	…-objects/base-server-internal/src/validation/schema.ts	17	// to ensure that we don't forget to keep the schema up-to-date. TS will complain	COMMENT
LOW	…orkflow_detail/ui/workflow_detail_connector_flyout.tsx	115	const endColumn = model.getLineMaxColumn(lineNumber); // make sure to replace the entire line	CODE
LOW	…ic/visualize_app/utils/use/use_visualize_app_state.tsx	143	// don't forget to clean up	COMMENT
MEDIUM	…te/vis_types/timelion/server/series_functions/props.js	76	// multi: false is not required and is shown here for demonstration purposes	COMMENT
LOW	…d/kbn-test/src/functional_tests/run_tests/run_tests.ts	35	" Don't forget to use `node scripts/build_kibana_platform_plugins` to build plugins you plan on testing"	CODE
LOW	…ate/kbn-handlebars/scripts/update_upstream_git_hash.sh	24	echo "Done! - Don't forget to commit any changes to $HASH_FILE"	CODE
LOW	src/dev/lint_with_types/run_lint_with_types.ts	111	❗️ After staging your changes, don't forget to run eslint/prettier on them with:	CODE
LOW	src/dev/no_pkg_semver_ranges/index.ts	84	`in package.json (${fieldsSummary}) - don't forget to bootstrap!`	CODE

Cross-Language Confusion12 hits · 38 pts

Severity	File	Line	Snippet	Context
HIGH	…ts/skills/exploratory-tester/scripts/knowledge-hash.py	13	Prints `{"exists": bool, "sha256": str\|null, "sections": [str, ...]}`	STRING
HIGH⚡	…s/exploratory-tester/scripts/test_session_resources.py	6457	' "path": null,\n'	STRING
HIGH⚡	…s/exploratory-tester/scripts/test_session_resources.py	6459	' "sha256": null,\n'	STRING
HIGH⚡	…s/exploratory-tester/scripts/test_session_resources.py	6460	' "approved_at": null,\n'	STRING
HIGH	…s/exploratory-tester/scripts/test_session_resources.py	4647	"(ev.status != null \|\| ev.failure != null) && !ev.abandonedByNavigation",	STRING
HIGH	…s/exploratory-tester/scripts/test_session_resources.py	4647	"(ev.status != null \|\| ev.failure != null) && !ev.abandonedByNavigation",	STRING
HIGH	…s/exploratory-tester/scripts/test_session_resources.py	6514	'{ "path": null, "approved": false, "sha256": null, '	STRING
HIGH	…s/exploratory-tester/scripts/test_session_resources.py	6515	'"approved_at": null, "approved_sections": [] }',	STRING
HIGH	…s/exploratory-tester/scripts/test_session_resources.py	6846	# Case 2: legacy session predating hash-gating (sha256 is null) —	STRING
HIGH⚡	…ts/skills/exploratory-tester/scripts/parse-findings.py	16	"status_override": {"status": "blocked", "reason": "..."} \| null,	STRING
HIGH⚡	…ts/skills/exploratory-tester/scripts/parse-findings.py	23	"current_behavior": "...", "expected_behavior": "..." \| null,	STRING
HIGH⚡	…ts/skills/exploratory-tester/scripts/parse-findings.py	24	"why_issue": "..." \| null, "evidence": ["...", ...],	STRING

Redundant / Tautological Comments22 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	scripts/delete_kibana_indices.sh	6	# Check if a config file is provided and use the default if not	COMMENT
LOW	scripts/build_one_console.sh	16	# Check if the build script exists	COMMENT
LOW	…dkite/scripts/steps/esql_generate_function_metadata.sh	86	# Check if a PR already exists	COMMENT
LOW	.buildkite/scripts/steps/scout_update_metadata.sh	50	# Check if an open PR with the same title targeting this base already exists	COMMENT
LOW	.buildkite/scripts/steps/otel_semconv_sync.sh	152	# Check if a PR already exists	COMMENT
LOW	.buildkite/scripts/steps/otel_semconv_sync.sh	214	# Check if YAML actually changed	COMMENT
LOW	.buildkite/scripts/steps/test/scout/run_test_lane.sh	124	# Check if a load index was already marked as passed	COMMENT
LOW	.buildkite/scripts/steps/uiam/promote_image.sh	30	# Check if the image has a multi-arch manifest	COMMENT
LOW	…scripts/steps/uiam/promote_image_cosmos_db_emulator.sh	30	# Check if the image has a multi-arch manifest	COMMENT
LOW	.buildkite/scripts/steps/functional/common.sh	48	# Check if reports exist before uploading	COMMENT
LOW	…/cases/common/workflows/steps/get_cases_by_alert_id.ts	42	`## Check if alert already belongs to a case	CODE
LOW	…ins/shared/cases/common/workflows/steps/assign_case.ts	43	`## Assign users to case	CODE
LOW	…-flaky-test-doctor/scripts/audit_fleet_failed_tests.sh	70	# Check if file exists	COMMENT
LOW	…orkflow-gen/generate_workflow/prompts/workflow_docs.ts	664	# Check if previous step succeeded	COMMENT
LOW	…/es_archives/helper_scripts/contextual_flyout_setup.sh	6	# Set KIBANA_ROOT to 7 levels up from the script directory (to reach Kibana root)	COMMENT
LOW	…rity_solution/scripts/telemetry/build_ebt_data_view.sh	21	# Check if vault command exists	COMMENT
LOW	…rity_solution/scripts/telemetry/build_ebt_data_view.sh	48	# Check if result is empty after trimming	COMMENT
LOW	…/observability_onboarding/public/assets/auto_detect.sh	21	# Check if the `lsof` command exists in PATH, if not use `/usr/sbin/lsof` if possible	COMMENT
LOW	…/observability_onboarding/public/assets/auto_detect.sh	646	# Check if LSOF_PATH is executable	COMMENT
LOW	…packages/shared/kbn-safer-lodash-set/scripts/update.sh	25	# Check if there's changes to the patched files	COMMENT
LOW	…/managed/definitions/alertzero/rule_tuning_worker.yaml	404	# Check if any steps that read required source data failed.	COMMENT
LOW	…ared/kbn-dev-utils/src/precommit_hook/script_source.ts	77	# Check if we have node js bin in path	COMMENT

TODO Padding19 hits · 31 pts

Severity	File	Line	Snippet	Context
LOW	…ress-to-scout-migration/scripts/scaffold_scout_spec.sh	90	// TODO: implement	COMMENT
LOW	…ress-to-scout-migration/scripts/scaffold_scout_spec.sh	116	// TODO: implement	COMMENT
LOW	…cs/components/monitor_add_edit/form/validation.test.ts	84	// TODO: Add test for other monitor types if needed	COMMENT
LOW	…now_mode/manual_test_run_mode/browser_test_results.tsx	95	// TODO: Add error toast	COMMENT
LOW	…now_mode/manual_test_run_mode/browser_test_results.tsx	103	// TODO: Add error toast	COMMENT
LOW	…ent_annotation/server/fetch_event_annotations/index.ts	10	// TODO: implement this on the server	COMMENT
LOW	…ed-ux/document_data_cascade/impl/src/lib/utils.test.ts	33	// TODO: implement mock for getParentRows	COMMENT
LOW⚡	…out-info/llms/generate-scout-skeleton-from-ftr-test.md	152	// TODO: Implement test setup	COMMENT
LOW⚡	…out-info/llms/generate-scout-skeleton-from-ftr-test.md	161	// TODO: Implement test setup	COMMENT
LOW⚡	…out-info/llms/generate-scout-skeleton-from-ftr-test.md	170	// TODO: Implement test	COMMENT
LOW	…out-info/llms/generate-scout-skeleton-from-ftr-test.md	186	// TODO: Implement test	COMMENT
LOW	…out-info/llms/generate-scout-skeleton-from-ftr-test.md	201	// TODO: Implement test	COMMENT
LOW	…out-info/llms/generate-scout-skeleton-from-ftr-test.md	216	// TODO: Implement test	COMMENT
LOW	…out-info/llms/generate-scout-skeleton-from-ftr-test.md	231	// TODO: Implement test	COMMENT
LOW	…out-info/llms/generate-scout-skeleton-from-ftr-test.md	261	// TODO: Implement test setup	COMMENT
LOW	…out-info/llms/generate-scout-skeleton-from-ftr-test.md	278	// TODO: Implement test	COMMENT
LOW	…out-info/llms/generate-scout-skeleton-from-ftr-test.md	286	// TODO: Implement test	COMMENT
LOW	…out-info/llms/generate-scout-skeleton-from-ftr-test.md	298	// TODO: Implement test	COMMENT
LOW	…out-info/llms/generate-scout-skeleton-from-ftr-test.md	308	// TODO: Implement test	COMMENT

Example Usage Blocks16 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	…ypress-to-scout-migration/scripts/extract_selectors.sh	5	# Usage:	COMMENT
LOW	…ress-to-scout-migration/scripts/scaffold_scout_spec.sh	4	# Usage:	COMMENT
LOW	scripts/kibana_api_common.sh	6	# Usage:	COMMENT
LOW	scripts/index_dependency_usage.sh	7	# Usage:	COMMENT
LOW	scripts/create_models_labels.sh	6	# Usage:	COMMENT
LOW	…s/shared/streams/dev/full_dev_flow/streams_full_dev.sh	9	# Usage:	COMMENT
LOW	…entic_investigations/scripts/seed_impact_attachment.sh	24	# Usage:	COMMENT
LOW	…kills/test-plan-generator/scripts/publish_test_plan.sh	12	# Usage:	COMMENT
LOW	…kills/test-plan-generator/scripts/resolve_verbosity.sh	10	# Usage:	COMMENT
LOW	…tion/.agents/skills/bug-validator/scripts/fetch_prs.sh	6	# Usage:	COMMENT
LOW	…on/.agents/skills/bug-validator/scripts/fetch_issue.sh	5	# Usage:	COMMENT
LOW	…kills/exploratory-tester/scripts/create-noise-index.sh	6	# Usage:	COMMENT
LOW	…tion/public/management/cypress/support/data_loaders.ts	467	* ### Usage:	COMMENT
LOW	…/alertzero/scripts/seed_proposals_based_on_workflow.sh	55	# Usage:	COMMENT
LOW	…plugins/alertzero/scripts/seed_proposal_attachments.sh	29	# Usage:	COMMENT
LOW	…evals-suite-pci-compliance/scripts/seed_dev_cluster.sh	5	# Usage:	COMMENT

Unused Imports20 hits · 20 pts

Severity	File	Line	Context
LOW	…s/security_solution/.agents/scripts/session_metrics.py	4	CODE
LOW	…ts/skills/exploratory-tester/scripts/knowledge-hash.py	25	CODE
LOW	…kills/exploratory-tester/scripts/delete-flow-spaces.py	4	CODE
LOW	…skills/exploratory-tester/scripts/session_resources.py	4	CODE
LOW	…xploratory-tester/scripts/register-session-resource.py	4	CODE
LOW	…lls/exploratory-tester/scripts/break-remote-cluster.py	4	CODE
LOW	…s/exploratory-tester/scripts/session-resource-state.py	9	CODE
LOW	…ts/skills/exploratory-tester/scripts/parse-findings.py	79	CODE
LOW	…/exploratory-tester/scripts/test_report_bookkeeping.py	6	CODE
LOW	…skills/exploratory-tester/scripts/ensure-base-space.py	4	CODE
LOW	…nts/skills/exploratory-tester/scripts/render-report.py	69	CODE
LOW	…xploratory-tester/scripts/cleanup-session-resources.py	4	CODE
LOW	…y_solution/.agents/skills/file-bug/scripts/file-bug.py	3	CODE
LOW	…y_solution/.agents/skills/file-bug/scripts/file_bug.py	1	CODE
LOW	x-pack/build_chromium/build.py	1	CODE
LOW	x-pack/build_chromium/build.py	1	CODE
LOW	x-pack/build_chromium/build_util.py	1	CODE
LOW	x-pack/build_chromium/build_util.py	1	CODE
LOW	x-pack/build_chromium/init.py	1	CODE
LOW	x-pack/build_chromium/init.py	1	CODE

Deep Nesting16 hits · 15 pts

Severity	File	Line	Context
LOW	…s/security_solution/.agents/scripts/session_metrics.py	135	CODE
LOW	…s/exploratory-tester/scripts/capture-remote-cluster.py	232	CODE
LOW	…lls/exploratory-tester/scripts/break-remote-cluster.py	74	CODE
LOW	…lls/exploratory-tester/scripts/break-remote-cluster.py	111	CODE
LOW	…s/exploratory-tester/scripts/restore-remote-cluster.py	388	CODE
LOW	…s/exploratory-tester/scripts/test_session_resources.py	1144	CODE
LOW	…s/exploratory-tester/scripts/test_session_resources.py	4236	CODE
LOW	…loratory-tester/scripts/restore-and-cleanup-session.py	29	CODE
LOW	…kills/exploratory-tester/scripts/create-flow-spaces.py	24	CODE
LOW	…skills/exploratory-tester/scripts/ensure-base-space.py	21	CODE
LOW	…nts/skills/exploratory-tester/scripts/render-report.py	110	CODE
LOW	…nts/skills/exploratory-tester/scripts/render-report.py	149	CODE
LOW	…xploratory-tester/scripts/cleanup-session-resources.py	170	CODE
LOW	…y_solution/.agents/skills/file-bug/scripts/file-bug.py	135	CODE
LOW	…y_solution/.agents/skills/file-bug/scripts/file_bug.py	743	CODE
LOW	…y_solution/.agents/skills/file-bug/scripts/file_bug.py	1785	CODE

Excessive Try-Catch Wrapping3 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	…edge_base/security_labs/elevate_your_threat_hunting.md	135	print(f"Error: {response.text}")	CODE
MEDIUM	…ticsearch-agent/skills/recipes/keyword-search/SKILL.md	132	print(f"Error indexing doc: {err['index']['error']}")	CODE
MEDIUM	…s/shared/kbn-search-agent/src/skills/keyword_search.ts	143	print(f"Error indexing doc: {err['index']['error']}")	CODE

Overly Generic Function Names2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	…lugins/apm/public/services/rest/storybook_mock_http.ts	34	function handleRequest(method: string, pathname: string, options?: any): Promise<any> {	CODE
LOW	…orm/packages/shared/kbn-flot-charts/lib/jquery_flot.js	1085	function processData() {	CODE

elastic/kibana

Open-Source Code Quality, Security and Technical Debt Review