2.1

Adjusted Signal

2.1

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

209.2K

Stars

TypeScript

Language

5.8M

Lines of Code

29.8K

Files

7.6K

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 4.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 5274 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.9/100 · LOW

Are imports declared and package/API names verified? 1335 finding(s).

Agent Over-Engineering Ratio 6.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 5533 finding(s).

PR Review Velocity Impact 9.6/100 · LOW

Which changes need focused human review? 7635 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 167HIGH 83MEDIUM 1062LOW 6323

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 7635 distinct pattern matches across 26 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hyper-Verbose Identifiers4506 hits · 4554 pts

Severity	File	Line	Snippet	Context
LOW	…gents/skills/testmax-n8n-ai/scripts/run_cli_builder.py	181	def write_claude_interactive_config(out, home, tools):	CODE
LOW	.agents/skills/testmax-n8n-ai/scripts/build_report.py	1064	def render_checks_by_criteria(checks, criteria):	CODE
LOW	packages/core/test/helpers/index.ts	52	export function WorkflowExecuteAdditionalData(	CODE
LOW	packages/core/src/node-execute-functions.ts	31	export function getExecuteTriggerFunctions(	CODE
LOW	packages/core/src/execution-engine/workflow-execute.ts	111	function normalizeUnhandledAxiosError(error: unknown, node: INode): ExecutionBaseError {	CODE
LOW	packages/core/src/execution-engine/eval-mock-helpers.ts	56	export function isSecretCredentialProperty(prop: INodeProperties): boolean {	CODE
LOW	packages/core/src/execution-engine/eval-mock-helpers.ts	120	export function serializeMockToHttpResponse(	CODE
LOW	packages/core/src/execution-engine/requests-response.ts	89	function prepareRequestedNodesForExecution(	CODE
LOW	packages/core/src/execution-engine/requests-response.ts	187	function prepareRequestingNodeForResuming(	CODE
LOW	…ine/node-execution-context/utils/execution-metadata.ts	10	export function setWorkflowExecutionMetadata(	CODE
LOW	…ine/node-execution-context/utils/execution-metadata.ts	57	export function setAllWorkflowExecutionMetadata(	CODE
LOW	…ine/node-execution-context/utils/execution-metadata.ts	74	export function getAllWorkflowExecutionMetadata(	CODE
LOW	…ine/node-execution-context/utils/execution-metadata.ts	81	export function getWorkflowExecutionMetadata(	CODE
LOW	…execution-context/utils/data-table-helper-functions.ts	8	export function getDataTableHelperFunctions(	CODE
LOW	…ion-engine/node-execution-context/utils/custom-data.ts	15	export function createExecutionCustomData({	CODE
LOW	…n-engine/node-execution-context/utils/extract-value.ts	21	function findPropertyFromParameterName(	CODE
LOW	…ne/node-execution-context/utils/get-additional-keys.ts	62	export function getNonWorkflowAdditionalKeys(	CODE
LOW	…xecution-context/utils/construct-execution-metadata.ts	8	export function constructExecutionMetaData(	CODE
LOW	…ion-context/utils/credential-check-helper-functions.ts	3	export function getCredentialCheckHelperFunctions(	CODE
LOW	…xecution-context/utils/file-system-helper-functions.ts	106	async function ensureParentDirectoryWithoutFollowingSymlinks(	CODE
LOW	…xecution-context/utils/file-system-helper-functions.ts	149	async function resolveContainingAllowedBase(targetPath: string): Promise<ResolvedFilePath \| null> {	CODE
LOW	…xecution-context/utils/file-system-helper-functions.ts	158	async function resolveStagingBaseForTarget(target: ResolvedFilePath): Promise<ResolvedFilePath> {	CODE
LOW	…xecution-context/utils/file-system-helper-functions.ts	178	async function resolveTrustedAnchorForPath(targetPath: string): Promise<ResolvedFilePath \| null> {	CODE
LOW	…xecution-context/utils/file-system-helper-functions.ts	252	async function openWithoutFollowingSymlinkedAncestors(	CODE
LOW	…e-execution-context/utils/get-input-connection-data.ts	174	function containsDataThatIsUsefulToTheAgent(nodeExecutionResult?: NodeOutput): boolean {	CODE
LOW	…e-execution-context/utils/get-input-connection-data.ts	343	function validateInputConfiguration(	CODE
LOW	…cution-context/utils/deduplication-helper-functions.ts	30	async function checkProcessedItemsAndRecord(	CODE
LOW	…ution-context/utils/trusted-source-helper-functions.ts	4	export function getTrustedSourceHelperFunctions(	CODE
LOW	…/node-execution-context/utils/request-helpers/oauth.ts	316	function resolveTokenExpiredStatusCode(	CODE
LOW	…/node-execution-context/utils/request-helpers/oauth.ts	369	function descriptorContainsSingleUseValue(descriptor: unknown): boolean {	CODE
LOW	…-execution-context/utils/request-helpers/pagination.ts	45	export function applyPaginationRequestData(	CODE
LOW	…-execution-context/utils/request-helpers/pagination.ts	76	export async function requestWithAuthenticationPaginated(	CODE
LOW	…cution-context/utils/request-helpers/authentication.ts	48	function shouldRetryAfterPreAuthentication(	CODE
LOW	…cution-context/utils/request-helpers/authentication.ts	60	export async function httpRequestWithAuthentication(	CODE
LOW	…cution-context/utils/request-helpers/authentication.ts	207	export async function requestWithAuthentication(	CODE
LOW	…rtial-execution-utils/recreate-node-execution-stack.ts	39	export function addWaitingExecutionSource(	CODE
LOW	…rtial-execution-utils/recreate-node-execution-stack.ts	72	export function recreateNodeExecutionStack(	CODE
LOW	…-execution-utils/find-trigger-for-partial-execution.ts	36	export function anyReachableRootHasRunData(	CODE
LOW	…-execution-utils/find-trigger-for-partial-execution.ts	78	export function findTriggerForPartialExecution(	CODE
LOW	…on-engine/partial-execution-utils/get-incoming-data.ts	17	export function getIncomingDataFromAnyRun(	CODE
LOW	…gine/partial-execution-utils/get-source-data-groups.ts	5	function sortByInputIndexThenByName(	CODE
LOW	packages/core/src/utils/assertions.ts	14	export function assertExecutionDataExists(	CODE
LOW	packages/core/src/utils/hitl-callback-reference.ts	31	export function markSlackInteractionRequest(req: object): void {	CODE
LOW	packages/core/src/utils/hitl-callback-reference.ts	40	export function isSlackInteractionRequest(req: object): boolean {	CODE
LOW	packages/core/src/utils/hitl-callback-reference.ts	52	export function markTelegramInteractionRequest(req: object): void {	CODE
LOW	packages/core/src/utils/hitl-callback-reference.ts	61	export function isTelegramInteractionRequest(req: object): boolean {	CODE
LOW	packages/core/src/utils/hitl-callback-reference.ts	91	export function buildHitlCallbackReference(	CODE
LOW	packages/core/src/utils/hitl-callback-reference.ts	110	export function parseHitlCallbackReference(data: string): ParsedHitlCallbackReference \| null {	CODE
LOW	packages/core/src/utils/hitl-callback-reference.ts	124	export function verifyHitlCallbackReference(	CODE
LOW	…ckages/core/src/observability/tracing/span-sampling.ts	41	export function shouldIgnoreIncomingRequest(urlPath: string): boolean {	CODE
LOW	…ckages/core/src/observability/tracing/span-sampling.ts	50	export function shouldIgnoreOutgoingRequest(url: string): boolean {	CODE
LOW	…ckages/core/src/observability/tracing/span-sampling.ts	125	export function buildBeforeSendTransaction(	CODE
LOW	…es/frontend/editor-ui/src/app/init/expressionEngine.ts	19	export async function initializeExpressionEngine(	CODE
LOW	packages/frontend/editor-ui/src/app/init/index.ts	122	export async function initializeAuthenticatedFeatures(	CODE
LOW	packages/frontend/editor-ui/src/app/init/index.ts	294	function registerAuthenticationHooks() {	CODE
LOW	…end/editor-ui/src/app/composables/useWorkflowUpdate.ts	282	function setDefaultCredentialsOnNodes(nodes: INode[]): void {	CODE
LOW	…end/editor-ui/src/app/composables/useWorkflowUpdate.ts	316	function updateWorkflowNameIfNeeded(name?: string, isInitialGeneration?: boolean): void {	CODE
LOW	…itor-ui/src/app/composables/usePolicyViolationToast.ts	95	function closePolicyViolationToast(resolvedAction: PolicyRefusedAction) {	CODE
LOW	…tor-ui/src/app/composables/useWorkflowNormalization.ts	26	function requireNodeTypeDescription(	CODE
LOW	…-ui/src/app/composables/useFixedCollectionItemState.ts	15	export function useFixedCollectionItemState(	CODE
4446 more matches not shown…

Decorative Section Separators949 hits · 2987 pts

Severity	File	Line	Snippet	Context
MEDIUM	.agents/skills/node-add-oauth/SKILL.md	86	// ── Custom scopes block (ONLY when CUSTOM_SCOPES = yes) ──────────────	COMMENT
MEDIUM	.agents/skills/node-add-oauth/SKILL.md	110	// ── End custom scopes block ───────────────────────────────────────────	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	770	// ┌───────┐1 ┌─────┐1 ┌─────┐	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	771	// │trigger├──────►node1├──────►node2│	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	772	// └───────┘ └─────┘ └─────┘	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	813	// ┌───────┐1 ┌────┐1	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	814	// │trigger├───►set1├─┐ ┌─────┐ ►►	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	815	// └───────┘ └────┘ └─► │1 ┌───────────┐	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	817	// ┌────┐1┌─► │ └───────────┘	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	818	// │set2├─┘ └─────┘	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	878	// ┌───────┐1 ┌─────┐1 ┌─────┐	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	879	// │trigger├──────►node1├──────►node2│	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	880	// └───────┘ └─────┘ └─────┘	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	931	// ┌────┐0 ┌─────────┐	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	932	// ┌───────┐1 │ ├──────►afterLoop│	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	933	// │trigger├───┬──►loop│1 └─────────┘	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	934	// └───────┘ │ │ ├─┐	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	936	// │ │ ┌──────┐1	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	938	// │ └──────┘ │	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	939	// └────────────────────┘	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	993	// ┌───────┐ ┌─────┐	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	995	// └───────┘│ └─────┘	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	996	// │ ┌─────┐	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	998	// └─────┘	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	1097	// ┌───────┐ ┌───────────┐	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	1099	// └───────┘ └───────────┘	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	1100	// │ ┌──────┐	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	1102	// └──────┘	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	1171	// ┌───────┐1 ┌─────┐1 ┌─────┐	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	1172	// │trigger├──────►node1├──────►node2│	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	1173	// └───────┘ └─────┘ └─────┘	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	1221	// ┌───────┐1 ┌─────┐1	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	1222	// │trigger├──────►node1\|	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	1223	// └───────┘ └─────┘	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	1269	// ┌─────┐1 ┌─────┐	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	1270	// │node1├──────►node2│	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	1271	// └─────┘ └─────┘	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	1307	// ┌──────────┐1 ┌─────────────┐	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	1308	// │ source ├─────►│ destination │	COMMENT
MEDIUM⚡	…rc/execution-engine/__tests__/workflow-execute.test.ts	1309	// └──────────┘ └─────────────┘	COMMENT
MEDIUM	…rc/execution-engine/__tests__/workflow-execute.test.ts	1053	// ┌───────┐ ┌───────────┐ ┌─────────┐	COMMENT
MEDIUM	…rc/execution-engine/__tests__/workflow-execute.test.ts	1055	// └───────┘ └───────────┘ └─────────┘	COMMENT
MEDIUM	…rc/execution-engine/__tests__/workflow-execute.test.ts	1344	// ┌─────────┐1 ┌────────┐1 ┌─────────────┐	COMMENT
MEDIUM	…rc/execution-engine/__tests__/workflow-execute.test.ts	1346	// └─────────┘ └────────┘ └─────────────┘	COMMENT
MEDIUM	…rc/execution-engine/__tests__/workflow-execute.test.ts	1390	// ┌─────────────┐1 ┌─────────────┐	COMMENT
MEDIUM	…rc/execution-engine/__tests__/workflow-execute.test.ts	1392	// └─────────────┘ └─────────────┘	COMMENT
MEDIUM⚡	…-utils/__tests__/recreate-node-execution-stack.test.ts	34	// ┌───────┐1 ┌────┐	COMMENT
MEDIUM⚡	…-utils/__tests__/recreate-node-execution-stack.test.ts	35	// │Trigger├──────►│Node│	COMMENT
MEDIUM⚡	…-utils/__tests__/recreate-node-execution-stack.test.ts	36	// └───────┘ └────┘	COMMENT
MEDIUM⚡	…-utils/__tests__/recreate-node-execution-stack.test.ts	81	// ┌───────┐0 ┌────┐	COMMENT
MEDIUM⚡	…-utils/__tests__/recreate-node-execution-stack.test.ts	82	// │Trigger├──────►│Node│	COMMENT
MEDIUM⚡	…-utils/__tests__/recreate-node-execution-stack.test.ts	83	// └───────┘ └────┘	COMMENT
MEDIUM⚡	…-utils/__tests__/recreate-node-execution-stack.test.ts	115	// ┌───────┐1 ┌────┐	COMMENT
MEDIUM⚡	…-utils/__tests__/recreate-node-execution-stack.test.ts	116	// │Trigger├──────►│Node│	COMMENT
MEDIUM⚡	…-utils/__tests__/recreate-node-execution-stack.test.ts	117	// └───────┘ └────┘	COMMENT
MEDIUM⚡	…-utils/__tests__/recreate-node-execution-stack.test.ts	161	// ┌───────┐1 ┌─────┐ ┌─────┐	COMMENT
MEDIUM⚡	…-utils/__tests__/recreate-node-execution-stack.test.ts	162	// │Trigger├─────►│Node1├──────►│Node2│	COMMENT
MEDIUM⚡	…-utils/__tests__/recreate-node-execution-stack.test.ts	163	// └───────┘ └─────┘ └─────┘	COMMENT
MEDIUM⚡	…-utils/__tests__/recreate-node-execution-stack.test.ts	187	// ┌───────┐1 ┌─────┐1 ┌─────┐	COMMENT
MEDIUM⚡	…-utils/__tests__/recreate-node-execution-stack.test.ts	189	// └───────┘ │ └─────┘ │ └─────┘	COMMENT
889 more matches not shown…

Hallucination Indicators167 hits · 2045 pts

Severity	File	Line	Snippet	Context
CRITICAL	…on-context/utils/__tests__/create-node-as-tool.test.ts	487	expect(tool.schema.shape.complexJson._def.defaultValue()).toEqual({	CODE
CRITICAL	…on-context/utils/__tests__/create-node-as-tool.test.ts	588	expect(tool.schema.shape.excessArgs._def.defaultValue()).toBe('default');	CODE
CRITICAL	…features/ndv/parameters/utils/buttonParameter.utils.ts	131	payload.context.inputSchema.schema.value.splice(index, 1);	CODE
CRITICAL	…res/shared/editors/components/CodeNodeEditor/linter.ts	387	node.right.callee.object.name.startsWith('$'); // n8n var, e.g $input	CODE
CRITICAL	…ty/testing/playwright/composables/TemplatesComposer.ts	61	await this.n8n.templateCredentialSetup.credentialModal.oauthConnectButton.click();	CODE
CRITICAL	…kages/cli/test/integration/public-api/discover.test.ts	76	response.body.data.resources.tags.endpoints.some(	CODE
CRITICAL	…kages/cli/test/integration/public-api/discover.test.ts	81	response.body.data.resources.tags.endpoints.some(	CODE
CRITICAL	packages/cli/src/__tests__/workflow-helpers.test.ts	1120	child.data.resultData.runData.Last.unshift({	CODE
CRITICAL	packages/cli/src/__tests__/workflow-helpers.test.ts	1127	if (!lastRunOnly) child.data.resultData.runData.Last.reverse();	CODE
CRITICAL	packages/cli/src/__tests__/workflow-helpers.test.ts	1148	child.data.resultData.runData.Last.unshift({	CODE
CRITICAL	…sts__/instance-ai.service.builderAskedForInput.test.ts	146	const speccedCalls = service.telemetry.track.mock.calls.filter(	CODE
CRITICAL	…ules/instance-ai/__tests__/instance-ai.service.test.ts	1170	service.logger.warn.mock.invocationCallOrder.at(-1)!,	CODE
CRITICAL	…ules/instance-ai/__tests__/instance-ai.service.test.ts	3797	const setupEvents = service.telemetry.track.mock.calls.filter(	CODE
CRITICAL	…ules/instance-ai/__tests__/instance-ai.service.test.ts	6508	return service.telemetry.track.mock.calls.map(([event, properties]) => {	CODE
CRITICAL	packages/workflow/test/sub-workflow-output.test.ts	204	input.data.resultData.runData.Last.reverse();	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/3991/issue-3991.ts	25	sqlInMemory.upQueries.length.should.be.greaterThan(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/3991/issue-3991.ts	26	sqlInMemory.downQueries.length.should.be.greaterThan(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/3991/issue-3991.ts	35	sqlInMemory.upQueries.length.should.be.equal(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/3991/issue-3991.ts	36	sqlInMemory.downQueries.length.should.be.equal(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/3991/issue-3991.ts	58	sqlInMemory.upQueries.length.should.be.greaterThan(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/3991/issue-3991.ts	59	sqlInMemory.downQueries.length.should.be.greaterThan(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/3991/issue-3991.ts	68	sqlInMemory.upQueries.length.should.be.equal(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/3991/issue-3991.ts	69	sqlInMemory.downQueries.length.should.be.equal(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/6471/issue-6471.ts	24	sqlInMemory.upQueries.length.should.be.greaterThan(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/6471/issue-6471.ts	25	sqlInMemory.downQueries.length.should.be.greaterThan(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/6471/issue-6471.ts	35	sqlInMemory.upQueries.length.should.be.equal(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/6471/issue-6471.ts	36	sqlInMemory.downQueries.length.should.be.equal(0);	CODE
CRITICAL	…ges/@n8n/typeorm/test/github-issues/6471/issue-6471.ts	50	sqlInMemory.upQueries.length.should.be.greaterThan(0);	CODE
CRITICAL	…ges/@n8n/typeorm/test/github-issues/6471/issue-6471.ts	51	sqlInMemory.downQueries.length.should.be.greaterThan(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/3997/issue-3997.ts	24	sqlInMemory.upQueries.length.should.be.greaterThan(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/3997/issue-3997.ts	25	sqlInMemory.downQueries.length.should.be.greaterThan(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/3997/issue-3997.ts	34	sqlInMemory.upQueries.length.should.be.equal(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/3997/issue-3997.ts	35	sqlInMemory.downQueries.length.should.be.equal(0);	CODE
CRITICAL	…ges/@n8n/typeorm/test/github-issues/4719/issue-4719.ts	45	loadedPost.hstoreObj.should.be.deep.equal({	CODE
CRITICAL	…ges/@n8n/typeorm/test/github-issues/4719/issue-4719.ts	73	loadedPost.hstoreObj.should.be.deep.equal({	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/4897/issue-4897.ts	24	sqlInMemory.upQueries.length.should.be.greaterThan(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/4897/issue-4897.ts	25	sqlInMemory.downQueries.length.should.be.greaterThan(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/4897/issue-4897.ts	35	sqlInMemory.upQueries.length.should.be.equal(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/4897/issue-4897.ts	36	sqlInMemory.downQueries.length.should.be.equal(0);	CODE
CRITICAL	…ges/@n8n/typeorm/test/github-issues/7217/issue-7217.ts	26	sqlInMemory.upQueries.length.should.be.equal(0);	CODE
CRITICAL	…ges/@n8n/typeorm/test/github-issues/7217/issue-7217.ts	27	sqlInMemory.downQueries.length.should.be.equal(0);	CODE
CRITICAL	…ges/@n8n/typeorm/test/github-issues/7217/issue-7217.ts	39	sqlInMemory.upQueries.length.should.be.greaterThan(0);	CODE
CRITICAL	…ges/@n8n/typeorm/test/github-issues/7217/issue-7217.ts	40	sqlInMemory.downQueries.length.should.be.greaterThan(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/3076/issue-3076.ts	24	sqlInMemory.upQueries.length.should.be.greaterThan(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/3076/issue-3076.ts	25	sqlInMemory.downQueries.length.should.be.greaterThan(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/3076/issue-3076.ts	35	sqlInMemory.upQueries.length.should.be.equal(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/3076/issue-3076.ts	36	sqlInMemory.downQueries.length.should.be.equal(0);	CODE
CRITICAL	…ges/@n8n/typeorm/test/github-issues/3076/issue-3076.ts	50	sqlInMemory.upQueries.length.should.be.greaterThan(0);	CODE
CRITICAL	…ges/@n8n/typeorm/test/github-issues/3076/issue-3076.ts	51	sqlInMemory.downQueries.length.should.be.greaterThan(0);	CODE
CRITICAL	…s/@n8n/typeorm/test/github-issues/10567/issue-10567.ts	25	sqlInMemory.upQueries.length.should.be.greaterThan(0);	CODE
CRITICAL	…s/@n8n/typeorm/test/github-issues/10567/issue-10567.ts	26	sqlInMemory.downQueries.length.should.be.greaterThan(0);	CODE
CRITICAL	…s/@n8n/typeorm/test/github-issues/10567/issue-10567.ts	37	sqlInMemory.upQueries.length.should.be.equal(0);	CODE
CRITICAL	…s/@n8n/typeorm/test/github-issues/10567/issue-10567.ts	38	sqlInMemory.downQueries.length.should.be.equal(0);	CODE
CRITICAL	…ges/@n8n/typeorm/test/github-issues/7110/issue-7110.ts	26	sqlInMemory.upQueries.length.should.be.greaterThan(0);	CODE
CRITICAL	…ges/@n8n/typeorm/test/github-issues/7110/issue-7110.ts	27	sqlInMemory.downQueries.length.should.be.greaterThan(0);	CODE
CRITICAL	…ges/@n8n/typeorm/test/github-issues/7110/issue-7110.ts	38	sqlInMemory.upQueries.length.should.be.equal(	CODE
CRITICAL	…ges/@n8n/typeorm/test/github-issues/7110/issue-7110.ts	42	sqlInMemory.downQueries.length.should.be.equal(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/8158/issue-8158.ts	24	sqlInMemory.upQueries.length.should.be.greaterThan(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/8158/issue-8158.ts	25	sqlInMemory.downQueries.length.should.be.greaterThan(0);	CODE
CRITICAL⚡	…ges/@n8n/typeorm/test/github-issues/8158/issue-8158.ts	35	sqlInMemory.upQueries.length.should.be.equal(0);	CODE
107 more matches not shown…

Fake / Example Data1078 hits · 1096 pts

Severity	File	Line	Snippet	Context
LOW	…de-execution-context/__tests__/webhook-context.test.ts	216	email: 'user@example.com',	CODE
LOW	…re/src/execution-engine/__tests__/routing-node.test.ts	159	email: 'test@test.com',	CODE
LOW	…re/src/execution-engine/__tests__/routing-node.test.ts	992	email: 'test@test.com',	CODE
LOW	…tend/editor-ui/src/app/components/WorkflowCard.test.ts	239	expect(badge).toHaveTextContent('John Doe');	CODE
LOW	…end/editor-ui/src/app/components/app/AppCommandBar.vue	56	:placeholder="placeholder"	CODE
LOW	…itor-ui/src/app/dev/dev-panel/collectElementContext.ts	185	const label = el.getAttribute('aria-label') ?? el.getAttribute('placeholder');	CODE
LOW	…WorkflowPreviewSuggestions/workflows/score-my-leads.ts	68	props: { title: 'New lead', subtitle: 'John Doe' },	CODE
LOW	…ponents/visualizations/SalesforceCardVisualization.vue	20	subtitle: 'John Doe',	CODE
LOW	…ui/src/features/settings/context/context.utils.test.ts	84	ownerName: 'Jane Doe',	CODE
LOW	…ui/src/features/settings/context/context.utils.test.ts	124	).toBe('Jane Doe');	CODE
LOW	…s/settings/context/components/PreferencesTable.test.ts	154	expect(author).toHaveTextContent('Jane Doe');	CODE
LOW	…ui/src/features/settings/users/users.constants.test.ts	39	firstName: 'John Doe',	CODE
LOW	…ures/settings/users/components/DeleteUserModal.test.ts	30	email: 'admin@example.com',	CODE
LOW	…eatures/settings/users/views/SettingsUsersView.test.ts	94	email: 'admin@example.com',	CODE
LOW	…es/collaboration/projects/components/ProjectFilter.vue	95	:placeholder="placeholder"	CODE
LOW	…ion/projects/components/ProjectExternalSecrets.test.ts	69	props: ['modelValue', 'placeholder', 'clearable', 'size'],	CODE
LOW	…ion/projects/components/ProjectExternalSecrets.test.ts	75	:placeholder="placeholder"	CODE
LOW	…ion/projects/components/ProjectExternalSecrets.test.ts	316	expect(searchInput).toHaveAttribute('placeholder', 'Search secrets...');	CODE
LOW	…ration/projects/components/ProjectMembersTable.test.ts	225	expect(screen.getByText('John Doe')).toBeInTheDocument();	CODE
LOW	…ration/projects/components/ProjectMembersTable.test.ts	440	expect(screen.getByText('John Doe')).toBeInTheDocument();	CODE
LOW	…/components/ProjectSettingsCustomTelemetryTags.test.ts	14	props: ['modelValue', 'placeholder', 'ariaLabel'],	CODE
LOW	…/components/ProjectSettingsCustomTelemetryTags.test.ts	20	:placeholder="placeholder"	CODE
LOW	…rc/features/core/auth/components/MfaSetupModal.test.ts	143	expect(getCodeInput()).toHaveAttribute('placeholder', '123456');	CODE
LOW	…atures/core/auth/components/PromptMfaCodeModal.test.ts	69	expect(getCodeInput()).toHaveAttribute('placeholder', '123456 or c79f9c02-7b2e-44…');	CODE
LOW	…atures/core/auth/components/PromptMfaCodeModal.test.ts	236	expect(getCodeInput()).toHaveAttribute('placeholder', '123456');	CODE
LOW	…/features/core/auth/views/SettingsPersonalView.test.ts	47	fullName: 'John Doe',	CODE
LOW	…/features/core/dataTable/composables/useAgGrid.test.ts	334	data: { name: 'John Doe' },	CODE
LOW	…/features/core/dataTable/composables/useAgGrid.test.ts	344	expect(mockCopy).toHaveBeenCalledWith('John Doe');	CODE
LOW	…core/dataTable/components/DataTableBreadcrumbs.test.ts	185	expect(input).toHaveAttribute('placeholder', 'Data table name');	CODE
LOW	…/src/features/ndv/runData/components/RunDataSearch.vue	176	:placeholder="placeholder"	CODE
LOW	…tor-ui/src/features/ndv/runData/components/RunData.vue	1915	"name": "Jane Doe",	CODE
LOW	…tor-ui/src/features/ndv/runData/components/RunData.vue	1992	'Jane Doe',	CODE
LOW	…eters/components/Collection/CollectionParameterNew.vue	284	<N8nHeaderAction icon="plus" :label="placeholder" :disabled="isAddDisabled" />	CODE
LOW	…eters/components/Collection/CollectionParameterNew.vue	324	:label="placeholder"	CODE
LOW	…eters/components/Collection/CollectionParameterNew.vue	358	<N8nHeaderAction icon="plus" :label="placeholder" :disabled="isAddDisabled" />	CODE
LOW	…eters/components/Collection/CollectionParameterNew.vue	392	:label="placeholder"	CODE
LOW	…ectorParameterInput/WorkflowSelectorParameterInput.vue	448	:placeholder="placeholder"	CODE
LOW	…SelectorParameterInput/AgentSelectorParameterInput.vue	397	:placeholder="placeholder"	CODE
LOW	…FixedCollection/FixedCollectionParameterLegacy.test.ts	213	name: 'placeholder',	CODE
LOW	…ts/FixedCollection/FixedCollectionParameterNew.test.ts	140	name: 'placeholder',	CODE
LOW	…ts/FixedCollection/FixedCollectionParameterNew.test.ts	243	['Email', ['fieldLabel', 'fieldType', 'placeholder']],	CODE
LOW	…ts/FixedCollection/FixedCollectionParameterNew.test.ts	281	['Email', ['fieldLabel', 'fieldType', 'placeholder']],	CODE
LOW	…ts/FixedCollection/FixedCollectionParameterNew.test.ts	845	name: 'placeholder',	CODE
LOW	…onents/FixedCollection/FixedCollectionParameterNew.vue	606	<N8nHeaderAction icon="plus" :label="placeholder" :disabled="isAddDisabled" />	CODE
LOW	…onents/FixedCollection/FixedCollectionParameterNew.vue	612	:label="placeholder"	CODE
LOW	…onents/FixedCollection/FixedCollectionParameterNew.vue	683	:label="placeholder"	CODE
LOW	…onents/FixedCollection/FixedCollectionParameterNew.vue	701	:label="placeholder"	CODE
LOW	…onents/FixedCollection/FixedCollectionParameterNew.vue	727	<N8nHeaderAction icon="plus" :label="placeholder" :disabled="isAddDisabled" />	CODE
LOW	…onents/FixedCollection/FixedCollectionParameterNew.vue	733	:label="placeholder"	CODE
LOW	…onents/FixedCollection/FixedCollectionParameterNew.vue	785	:label="placeholder"	CODE
LOW	…onents/FixedCollection/FixedCollectionParameterNew.vue	801	:label="placeholder"	CODE
LOW	…rkflowHistory/useWorkflowHistoryVersionOptions.test.ts	68	resolveUserDisplayName: (userId) => (userId === 'user-1' ? 'John Doe' : null),	CODE
LOW	…rkflowHistory/useWorkflowHistoryVersionOptions.test.ts	73	publishedBy: 'John Doe',	CODE
LOW	…istory/components/WorkflowHistoryVersionSelect.test.ts	99	publishedBy: 'John Doe',	CODE
LOW	…elements/nodes/render-types/CanvasNodeChoicePrompt.vue	76	task: 'placeholder',	CODE
LOW	…s/WorkflowSettings/WorkflowCustomTelemetryTags.test.ts	31	props: ['id', 'modelValue', 'placeholder', 'disabled'],	CODE
LOW	…s/WorkflowSettings/WorkflowCustomTelemetryTags.test.ts	34	'<input v-bind="$attrs" :id="id" :value="modelValue" :placeholder="placeholder" :disabled="disabled" @input="$emit(	CODE
LOW	…i/src/features/agents/components/AgentTestChatPage.vue	105	:placeholder="placeholder"	CODE
LOW	…c/features/agents/components/AgentCredentialSelect.vue	68	:placeholder="placeholder"	CODE
LOW	…eatures/agents/__tests__/AgentCredentialSelect.test.ts	50	:data-placeholder="placeholder"	CODE
1018 more matches not shown…

Over-Commented Block415 hits · 402 pts

Severity	File	Line	Snippet	Context
LOW	cubic.yaml	1	# yaml-language-server: $schema=https://cubic.dev/schema/cubic-repository-config.schema.json	COMMENT
LOW	.poutine.yml	1	# Poutine Security Scanner Configuration	COMMENT
LOW	.poutine.yml	41	# Poutine flags them as potential risks, but they are safe due to their	COMMENT
LOW	docker/test-get-n8n.sh	1	#!/bin/sh	COMMENT
LOW	docker/get-n8n.sh	1	#!/bin/sh	COMMENT
LOW	.devcontainer/preview/devcontainer.json	21	},	COMMENT
LOW	scripts/dev-metrics/shadow-shim.sh	1	#!/bin/sh	COMMENT
LOW	…ngine/node-execution-context/node-execution-context.ts	461	// if (name.charAt(0) === '=') {	COMMENT
LOW	…-engine/__tests__/webhook-respond-branch-order.test.ts	1	// Documents branch execution order around the Respond to Webhook node, for	COMMENT
LOW	…rc/execution-engine/__tests__/workflow-execute.test.ts	1	// NOTE: Diagrams in this file have been created with https://asciiflow.com/#/	COMMENT
LOW	…-execution-utils/find-trigger-for-partial-execution.ts	121	const webhookTriggers = parentTriggers.filter((trigger) => trigger.type.endsWith('webhook'));	COMMENT
LOW	…ial-execution-utils/__tests__/find-start-nodes.test.ts	521		COMMENT
LOW	…xecution-utils/__tests__/filter-disabled-nodes.test.ts	1	// NOTE: Diagrams in this file have been created with https://asciiflow.com/#/	COMMENT
LOW	…xecution-utils/__tests__/filter-disabled-nodes.test.ts	81	});	COMMENT
LOW	…artial-execution-utils/__tests__/find-subgraph.test.ts	1	// NOTE: Diagrams in this file have been created with https://asciiflow.com/#/	COMMENT
LOW	…artial-execution-utils/__tests__/find-subgraph.test.ts	121		COMMENT
LOW	…artial-execution-utils/__tests__/find-subgraph.test.ts	241	);	COMMENT
LOW	…ecution-utils/__tests__/get-source-data-groups.test.ts	1	// NOTE: Diagrams in this file have been created with https://asciiflow.com/#/	COMMENT
LOW	…rtial-execution-utils/__tests__/clean-run-data.test.ts	1	// NOTE: Diagrams in this file have been created with https://asciiflow.com/#/	COMMENT
LOW	…rtial-execution-utils/__tests__/directed-graph.test.ts	1	// NOTE: Diagrams in this file have been created with https://asciiflow.com/#/	COMMENT
LOW	…rtial-execution-utils/__tests__/directed-graph.test.ts	141		COMMENT
LOW	…rtial-execution-utils/__tests__/directed-graph.test.ts	341	// │ │o o│ │o o│ │	COMMENT
LOW	…rtial-execution-utils/__tests__/directed-graph.test.ts	381	.addNodes(node0, node2)	COMMENT
LOW	…rtial-execution-utils/__tests__/directed-graph.test.ts	421	expect(newConnections).toHaveLength(1);	COMMENT
LOW	…artial-execution-utils/__tests__/handle-cycles.test.ts	1	// NOTE: Diagrams in this file have been created with https://asciiflow.com/#/	COMMENT
LOW	…artial-execution-utils/__tests__/handle-cycles.test.ts	41		COMMENT
LOW	…artial-execution-utils/__tests__/handle-cycles.test.ts	81	});	COMMENT
LOW	…ontend/editor-ui/src/app/composables/useKeybindings.ts	181	};	COMMENT
LOW	…ontend/editor-ui/src/app/composables/useNodeHelpers.ts	421	if (Object.keys(foundIssues).length) {	COMMENT
LOW	…ontend/editor-ui/src/app/composables/useNodeHelpers.ts	441	// resolver needs an external identity extracted from the trigger data.	COMMENT
LOW	…sables/usePushConnection/handlers/executionFinished.ts	81		COMMENT
LOW	…s/usePushConnection/handlers/workflowActivated.test.ts	181	resolveFetch({ id: 'wf-123', checksum: 'abc' });	COMMENT
LOW	packages/frontend/editor-ui/src/app/constants/notice.ts	1	export const HIRING_BANNER = `	COMMENT
LOW	…ontend/editor-ui/src/app/stores/executionData.store.ts	161	applyReconcileExecutionIssuesEntries(runData ? Object.keys(runData) : []);	COMMENT
LOW	…ditor-ui/src/app/components/WorkflowCanvasHostBody.vue	61	useExecutionDataStore(createExecutionDataId(id)).setExecution(props.initialExecution);	COMMENT
LOW	…tend/editor-ui/src/features/agents/agentEvals.store.ts	981	if (!isPendingStatus(summary.status)) {	COMMENT
LOW	…c/features/agents/components/AgentEvalResultsPanel.vue	101	toast.showError(error, i18n.baseText('agents.builder.agentEvals.review.saveError'));	COMMENT
LOW	…i/src/features/agents/components/AgentEvalsSection.vue	61	dataset.value && isDataTableDataset(dataset.value) ? dataset.value : null,	COMMENT
LOW	…ditor-ui/src/features/agents/components/ToolIoView.vue	81	};	COMMENT
LOW	…itor-ui/src/features/agents/views/AgentBuilderView.vue	2441	// Persist the agent and flush the config autosave before sending the chat	COMMENT
LOW	…itor-ui/src/features/agents/views/AgentBuilderView.vue	3041	// still owed — without it B inherits A's indicator and the flush	COMMENT
LOW	…integrations/logStreaming.ee/logStreaming.constants.ts	81	// options: [	COMMENT
LOW	…integrations/logStreaming.ee/logStreaming.constants.ts	101	// displayName: 'Credential Type',	COMMENT
LOW	…src/features/ai/evaluation.ee/wizardSidepanel.store.ts	41	const endNodeName = ref<string>('');	COMMENT
LOW	…src/features/ai/evaluation.ee/wizardSidepanel.store.ts	61	// list: results list (index) · create: execution picker · detail: case form.	COMMENT
LOW	…atures/ai/evaluation.ee/composables/useCompareCases.ts	61		COMMENT
LOW	…i/evaluation.ee/components/RunDetail/RunComparison.vue	1	<script setup lang="ts">	COMMENT
LOW	…valuationsCanvasInfoCard/EvaluationsCanvasInfoCard.vue	21	// continuous scroll — single-list looping would visibly snap back. The	COMMENT
LOW	…src/features/ai/instanceAi/instanceAi.threadRuntime.ts	1041	// interleaved out of order, so the reconnect cursor keeps the max seen	COMMENT
LOW	…r-ui/src/features/ai/instanceAi/agentTimeline.utils.ts	161	}	COMMENT
LOW	…tanceAi/components/InstanceAiTestAgentPreviewPanel.vue	61	// Generated with `save: false` — a preview, not yet persisted. Nothing backs	COMMENT
LOW	…ures/ai/instanceAi/components/InstanceAiThreadList.vue	81	(typeof route.params.threadId === 'string' ? route.params.threadId : undefined),	COMMENT
LOW	packages/frontend/editor-ui/src/__tests__/setup.ts	1	import '@n8n/vitest-config/setup/frontend';	COMMENT
LOW	…ckages/frontend/@n8n/design-system/src/css/slider.scss	1	// Pulls element-plus's default slider styles into the bundle. Without this	COMMENT
LOW	…es/frontend/@n8n/design-system/src/css/common/var.scss	601	var(--button--color--background--primary)	COMMENT
LOW	…m/src/components/N8nSettingsLayout/Examples.stories.ts	61	// equivalent declarative transitions.	COMMENT
LOW	…m/src/components/N8nSettingsLayout/Examples.stories.ts	241	'claude-ai': ClaudeLogo,	COMMENT
LOW	…m/src/components/N8nSettingsLayout/Examples.stories.ts	441	// the body's inner height; once it exceeds the cap, this container scrolls instead of pushing the	COMMENT
LOW	…m/src/components/N8nSettingsLayout/Examples.stories.ts	501	// and IDE (Add to Cursor / VS Code) setups. Modelled on the reference's black branded button: a	COMMENT
LOW	…m/src/components/N8nSettingsLayout/Examples.stories.ts	1421	// projects"). Only the counts show on the page; the per-workflow exposure UI lives on a dedicated	COMMENT
355 more matches not shown…

Structural Annotation Overuse98 hits · 184 pts

Severity	File	Line	Snippet	Context
LOW	.agents/skills/create-community-node-lint-rule/SKILL.md	16	## Step 1: Understand the Rule	COMMENT
LOW	.agents/skills/create-community-node-lint-rule/SKILL.md	25	## Step 2: Implement the Rule	COMMENT
LOW	.agents/skills/create-community-node-lint-rule/SKILL.md	85	## Step 3: Write Tests	COMMENT
LOW	.agents/skills/create-community-node-lint-rule/SKILL.md	139	## Step 4: Register the Rule	COMMENT
LOW	.agents/skills/create-community-node-lint-rule/SKILL.md	166	## Step 5: Write Documentation	COMMENT
LOW	.agents/skills/create-community-node-lint-rule/SKILL.md	196	## Step 6: Verify	COMMENT
LOW	.agents/skills/reproduce-bug/SKILL.md	11	## Step 1: Parse Signals	COMMENT
LOW	.agents/skills/reproduce-bug/SKILL.md	21	## Step 2: Route to Test Strategy	COMMENT
LOW⚡	.agents/skills/reproduce-bug/SKILL.md	37	## Step 3: Locate Source Files	COMMENT
LOW⚡	.agents/skills/reproduce-bug/SKILL.md	45	## Step 4: Trace the Code Path	COMMENT
LOW⚡	.agents/skills/reproduce-bug/SKILL.md	52	## Step 5: Form Hypothesis	COMMENT
LOW⚡	.agents/skills/reproduce-bug/SKILL.md	59	## Step 6: Find Test Patterns	COMMENT
LOW⚡	.agents/skills/reproduce-bug/SKILL.md	67	## Step 7: Write Failing Test	COMMENT
LOW	.agents/skills/reproduce-bug/SKILL.md	82	## Step 8: Run and Score	COMMENT
LOW	.agents/skills/reproduce-bug/SKILL.md	96	## Step 9: Iterate or Bail	COMMENT
LOW⚡	…d/editor-ui/src/app/composables/useCanvasOperations.ts	2136	// Step 1: Find initial candidates - nodes that overlap with or are to the right of insertion	COMMENT
LOW⚡	…d/editor-ui/src/app/composables/useCanvasOperations.ts	2144	// Step 2: Add all downstream connected nodes from initial candidates	COMMENT
LOW⚡	…d/editor-ui/src/app/composables/useCanvasOperations.ts	2165	// Step 3: Get all candidate regular nodes (they overlap with or are downstream of insertion)	COMMENT
LOW⚡	…d/editor-ui/src/app/composables/useCanvasOperations.ts	2171	// Step 4: Classify sticky notes behavior	COMMENT
LOW⚡	…src/features/setupPanel/composables/groupSetupCards.ts	87	// Step 1: Build direct sub-node map	COMMENT
LOW⚡	…src/features/setupPanel/composables/groupSetupCards.ts	91	// Step 2: Find all sub-node names (union of all direct sub-node sets)	COMMENT
LOW⚡	…src/features/setupPanel/composables/groupSetupCards.ts	97	// Step 3: Root parents = nodes with sub-nodes that are NOT themselves sub-nodes	COMMENT
LOW⚡	…src/features/setupPanel/composables/groupSetupCards.ts	107	// Step 4: For each root parent, recursively collect ALL transitive sub-nodes	COMMENT
LOW	…src/features/setupPanel/composables/groupSetupCards.ts	158	// Step 5: Build final list — replace claimed cards with node group entries	COMMENT
LOW⚡	packages/quality/environments/containers/helm-stack.ts	438	// Step 3: Wait for containerd readiness	COMMENT
LOW⚡	packages/quality/environments/containers/helm-stack.ts	448	// Step 4: Preload n8n image into K3s containerd	COMMENT
LOW⚡	packages/quality/environments/containers/helm-stack.ts	452	// Step 5: Download chart to host	COMMENT
LOW⚡	packages/quality/environments/containers/helm-stack.ts	455	// Step 6: Create n8n core secrets (encryption key, host config)	COMMENT
LOW⚡	packages/quality/environments/containers/helm-stack.ts	458	// Step 7: Deploy queue infrastructure if needed	COMMENT
LOW⚡	packages/quality/environments/containers/helm-stack.ts	463	// Step 8: Install n8n chart using published example values file + dynamic overrides	COMMENT
LOW⚡	packages/quality/environments/containers/helm-stack.ts	476	// Step 9: Patch service to NodePort so traffic goes through K3s's exposed port	COMMENT
LOW⚡	packages/quality/environments/containers/helm-stack.ts	486	// Step 10: Poll health endpoint	COMMENT
LOW	packages/quality/environments/containers/helm-stack.ts	376	// Step 1: Start K3s with NodePort exposed (bypasses flaky kubectl port-forward)	COMMENT
LOW	packages/quality/environments/containers/helm-stack.ts	395	// Step 2: Write kubeconfig to a stable path and merge into ~/.kube/config	COMMENT
LOW	packages/quality/environments/containers/stack.ts	269	// Step 1: Start services sequentially within each dependency level.	COMMENT
LOW	packages/quality/environments/containers/stack.ts	364	// Step 2: Start n8n (main 1 first for DB setup, then rest in parallel)	COMMENT
LOW	…s/quality/environments/containers/services/keycloak.ts	562	// Step 1: GET the Keycloak authorization page (HTML with login form).	COMMENT
LOW⚡	…s/quality/environments/containers/services/keycloak.ts	637	// Step 2: Extract the Keycloak login form action URL.	COMMENT
LOW⚡	…s/quality/environments/containers/services/keycloak.ts	645	// Step 3: POST credentials with session cookies — Keycloak responds with 302	COMMENT
LOW⚡	…/e2e/dynamic-credentials/external-user-trigger.spec.ts	156	// Step 1: Check execution-status before authorization.	COMMENT
LOW⚡	…/e2e/dynamic-credentials/external-user-trigger.spec.ts	166	// Step 2: Use the authorizationUrl from execution-status to start the OAuth2 flow.	COMMENT
LOW	…/e2e/dynamic-credentials/external-user-trigger.spec.ts	177	// Step 3: Complete the Keycloak authorization code flow for the test user.	COMMENT
LOW	…quality/testing/playwright/utils/performance-helper.ts	232	// Step 1: Trigger snapshot on server	COMMENT
LOW	…quality/testing/playwright/utils/performance-helper.ts	249	// Step 2: Download the snapshot file from the server	COMMENT
LOW	…test/integration/eventbus/README-manual-test-syslog.md	7	### Step 1 - Configure and start syslog-ng	COMMENT
LOW	…test/integration/eventbus/README-manual-test-syslog.md	58	### Step 2 - Configure log streaming in n8n	COMMENT
LOW	…test/integration/eventbus/README-manual-test-syslog.md	74	### Step 1 - Setup Test Certs	COMMENT
LOW	…test/integration/eventbus/README-manual-test-syslog.md	105	### Step 2 - Configure and start syslog-ng	COMMENT
LOW	…test/integration/eventbus/README-manual-test-syslog.md	158	### Step 3 - Configure log streaming in n8n	COMMENT
LOW⚡	…gration/controllers/oauth/oauth2.skip-auth.api.test.ts	85	// Step 1: Owner initiates OAuth flow (authenticated)	COMMENT
LOW⚡	…gration/controllers/oauth/oauth2.skip-auth.api.test.ts	90	// Step 2: Mock external OAuth provider response	COMMENT
LOW⚡	…gration/controllers/oauth/oauth2.skip-auth.api.test.ts	95	// Step 3: Callback arrives WITHOUT authentication	COMMENT
LOW⚡	…gration/controllers/oauth/oauth2.skip-auth.api.test.ts	125	// Step 1: Owner initiates OAuth flow	COMMENT
LOW⚡	…gration/controllers/oauth/oauth2.skip-auth.api.test.ts	130	// Step 2: Mock external OAuth provider response	COMMENT
LOW⚡	…gration/controllers/oauth/oauth2.skip-auth.api.test.ts	135	// Step 3: Different user completes the callback	COMMENT
LOW⚡	…credentials/credentials-overwrites.integration.test.ts	64	// Step 1: API call (setData) - this will save to real database	COMMENT
LOW⚡	…credentials/credentials-overwrites.integration.test.ts	67	// Step 2: Verify data was saved to database by reading it back	COMMENT
LOW⚡	…credentials/credentials-overwrites.integration.test.ts	72	// Step 3: Decrypt and verify the saved data	COMMENT
LOW⚡	…credentials/credentials-overwrites.integration.test.ts	77	// Step 4: Test that the data was set in memory	COMMENT
LOW⚡	…credentials/credentials-overwrites.integration.test.ts	115	// Step 1: Save data to database first	COMMENT
38 more matches not shown…

Cross-Language Confusion33 hits · 180 pts

Severity	File	Line	Snippet	Context
HIGH	.agents/skills/testmax-assistant-ui/scripts/report.py	13	"checks": [{"ok": true\|false\|null, "text": "..."}]}}	STRING
HIGH	.agents/skills/testmax-assistant-ui/scripts/report.py	356	let run = null, index = 0, opener = null;	CODE
HIGH	.agents/skills/testmax-assistant-ui/scripts/report.py	379	run = null;	CODE
HIGH	.agents/skills/testmax-assistant-ui/scripts/report.py	428	if (version && version !== REPORT_VERSION) {	CODE
HIGH	.agents/skills/testmax-n8n-ai/scripts/live_server.py	222	const summary = e.target.closest && e.target.closest('details.fold > summary');	CODE
HIGH	.agents/skills/testmax-n8n-ai/scripts/live_server.py	223	if (!summary \|\| e.target.closest('.run-picker')) return;	CODE
HIGH	.agents/skills/testmax-n8n-ai/scripts/live_server.py	240	let zoomed = null, opener = null, castPlayer = null, castName = null;	CODE
HIGH	.agents/skills/testmax-n8n-ai/scripts/live_server.py	262	castPlayer = castName = null;	CODE
HIGH⚡	.agents/skills/testmax-n8n-ai/scripts/live_server.py	278	const shotHidden = !shot \|\| shot.hidden;	CODE
HIGH⚡	.agents/skills/testmax-n8n-ai/scripts/live_server.py	279	img.hidden = isCast \|\| shotHidden;	CODE
HIGH⚡	.agents/skills/testmax-n8n-ai/scripts/live_server.py	280	if (shot && !shot.hidden && img.getAttribute('src') !== shot.getAttribute('src')) { img.src = shot.src; img.alt = sh	CODE
HIGH⚡	.agents/skills/testmax-n8n-ai/scripts/live_server.py	287	zoomed = null;	CODE
HIGH	.agents/skills/testmax-n8n-ai/scripts/live_server.py	300	if (zoomed === null) return;	CODE
HIGH	.agents/skills/testmax-n8n-ai/scripts/live_server.py	317	const follow = first \|\| !active \|\| active === items[items.length - 1];	CODE
HIGH	.agents/skills/testmax-n8n-ai/scripts/live_server.py	326	if (open !== undefined) d.open = open;	CODE
HIGH⚡	.agents/skills/testmax-n8n-ai/scripts/live_server.py	360	if (row && seen[`row:${name}`] !== run.row) { row.innerHTML = run.row; seen[`row:${name}`] = run.row; }	CODE
HIGH⚡	.agents/skills/testmax-n8n-ai/scripts/live_server.py	362	if (section && seen[`panel:${name}`] !== run.panel) {	CODE
HIGH⚡	.agents/skills/testmax-n8n-ai/scripts/live_server.py	363	swapPanel(section, run.panel, seen[`panel:${name}`] === undefined);	CODE
HIGH⚡	.agents/skills/testmax-n8n-ai/scripts/live_server.py	369	if (img && run.shot && shots[name] !== run.shot) {	CODE
HIGH⚡	.agents/skills/testmax-n8n-ai/scripts/live_server.py	376	if (zoomed !== null) showZoom(zoomed);	CODE
HIGH	.agents/skills/testmax-n8n-ai/scripts/build_report.py	1480	if (version && version !== REPORT_VERSION) {	CODE
HIGH	.agents/skills/testmax-n8n-ai/scripts/build_report.py	2016	const list = e.target.closest ? e.target.closest('.step-list') : null;	CODE
HIGH	.agents/skills/testmax-n8n-ai/scripts/build_report.py	2035	const title = r.querySelector('.run-name')?.textContent \|\| r.dataset.run;	CODE
HIGH	.agents/skills/testmax-n8n-ai/scripts/build_report.py	2043	if (e.target.closest && e.target.closest('summary .run-picker')) e.preventDefault();	CODE
HIGH	.agents/skills/testmax-n8n-ai/scripts/build_report.py	2076	let canvasRun = null;	CODE
HIGH	.agents/skills/testmax-n8n-ai/scripts/build_report.py	2085	const zoomable = zoomed \|\| (img.complete && img.naturalWidth > img.clientWidth + 1);	CODE
HIGH	.agents/skills/testmax-n8n-ai/scripts/build_report.py	2134	canvasRun = null;	CODE
HIGH	.agents/skills/testmax-n8n-ai/scripts/build_report.py	2138	if (!a \|\| e.button \|\| e.metaKey \|\| e.ctrlKey \|\| e.shiftKey \|\| e.altKey) return;	CODE
HIGH	.agents/skills/testmax-n8n-ai/scripts/build_report.py	2164	let replayMode = null;	CODE
HIGH	.agents/skills/testmax-n8n-ai/scripts/build_report.py	2184	speed, idleTimeLimit: $('skip-idle').checked ? 2 : undefined, fit: 'both', poster: 'npt:0:8',	CODE
HIGH	.agents/skills/testmax-n8n-ai/scripts/build_report.py	2265	replayMode = null;	CODE
HIGH	.agents/skills/testmax-n8n-ai/scripts/build_report.py	18	"checks": [{"id": 3, "ok": true\|false\|null, "text": "..."}]}}	STRING
HIGH	.agents/skills/testmax-n8n-ai/scripts/merge_verdicts.py	13	gave. A split is listed under disagreements. Without a majority, the check is not confirmed (ok null).	STRING

Verbosity Indicators81 hits · 155 pts

Severity	File	Line	Snippet	Context
LOW⚡	…d/editor-ui/src/app/composables/useCanvasOperations.ts	2136	// Step 1: Find initial candidates - nodes that overlap with or are to the right of insertion	COMMENT
LOW⚡	…d/editor-ui/src/app/composables/useCanvasOperations.ts	2144	// Step 2: Add all downstream connected nodes from initial candidates	COMMENT
LOW⚡	…d/editor-ui/src/app/composables/useCanvasOperations.ts	2165	// Step 3: Get all candidate regular nodes (they overlap with or are downstream of insertion)	COMMENT
LOW⚡	…d/editor-ui/src/app/composables/useCanvasOperations.ts	2171	// Step 4: Classify sticky notes behavior	COMMENT
LOW	…ontend/editor-ui/src/app/stores/workflowsList.store.ts	150	// so in order to filter out folders, we need to check if resource is not folder	COMMENT
LOW⚡	…src/features/setupPanel/composables/groupSetupCards.ts	87	// Step 1: Build direct sub-node map	COMMENT
LOW⚡	…src/features/setupPanel/composables/groupSetupCards.ts	91	// Step 2: Find all sub-node names (union of all direct sub-node sets)	COMMENT
LOW⚡	…src/features/setupPanel/composables/groupSetupCards.ts	97	// Step 3: Root parents = nodes with sub-nodes that are NOT themselves sub-nodes	COMMENT
LOW⚡	…src/features/setupPanel/composables/groupSetupCards.ts	107	// Step 4: For each root parent, recursively collect ALL transitive sub-nodes	COMMENT
LOW	…src/features/setupPanel/composables/groupSetupCards.ts	158	// Step 5: Build final list — replace claimed cards with node group entries	COMMENT
LOW⚡	packages/quality/environments/containers/helm-stack.ts	438	// Step 3: Wait for containerd readiness	COMMENT
LOW⚡	packages/quality/environments/containers/helm-stack.ts	448	// Step 4: Preload n8n image into K3s containerd	COMMENT
LOW⚡	packages/quality/environments/containers/helm-stack.ts	452	// Step 5: Download chart to host	COMMENT
LOW⚡	packages/quality/environments/containers/helm-stack.ts	455	// Step 6: Create n8n core secrets (encryption key, host config)	COMMENT
LOW⚡	packages/quality/environments/containers/helm-stack.ts	458	// Step 7: Deploy queue infrastructure if needed	COMMENT
LOW⚡	packages/quality/environments/containers/helm-stack.ts	463	// Step 8: Install n8n chart using published example values file + dynamic overrides	COMMENT
LOW⚡	packages/quality/environments/containers/helm-stack.ts	476	// Step 9: Patch service to NodePort so traffic goes through K3s's exposed port	COMMENT
LOW⚡	packages/quality/environments/containers/helm-stack.ts	486	// Step 10: Poll health endpoint	COMMENT
LOW	packages/quality/environments/containers/helm-stack.ts	376	// Step 1: Start K3s with NodePort exposed (bypasses flaky kubectl port-forward)	COMMENT
LOW	packages/quality/environments/containers/helm-stack.ts	395	// Step 2: Write kubeconfig to a stable path and merge into ~/.kube/config	COMMENT
LOW	packages/quality/environments/containers/stack.ts	269	// Step 1: Start services sequentially within each dependency level.	COMMENT
LOW	packages/quality/environments/containers/stack.ts	364	// Step 2: Start n8n (main 1 first for DB setup, then rest in parallel)	COMMENT
LOW	…s/quality/environments/containers/services/keycloak.ts	562	// Step 1: GET the Keycloak authorization page (HTML with login form).	COMMENT
LOW⚡	…s/quality/environments/containers/services/keycloak.ts	637	// Step 2: Extract the Keycloak login form action URL.	COMMENT
LOW⚡	…s/quality/environments/containers/services/keycloak.ts	645	// Step 3: POST credentials with session cookies — Keycloak responds with 302	COMMENT
LOW⚡	…/e2e/dynamic-credentials/external-user-trigger.spec.ts	156	// Step 1: Check execution-status before authorization.	COMMENT
LOW⚡	…/e2e/dynamic-credentials/external-user-trigger.spec.ts	166	// Step 2: Use the authorizationUrl from execution-status to start the OAuth2 flow.	COMMENT
LOW	…/e2e/dynamic-credentials/external-user-trigger.spec.ts	177	// Step 3: Complete the Keycloak authorization code flow for the test user.	COMMENT
LOW	…quality/testing/playwright/utils/performance-helper.ts	232	// Step 1: Trigger snapshot on server	COMMENT
LOW	…quality/testing/playwright/utils/performance-helper.ts	249	// Step 2: Download the snapshot file from the server	COMMENT
LOW⚡	…gration/controllers/oauth/oauth2.skip-auth.api.test.ts	85	// Step 1: Owner initiates OAuth flow (authenticated)	COMMENT
LOW⚡	…gration/controllers/oauth/oauth2.skip-auth.api.test.ts	90	// Step 2: Mock external OAuth provider response	COMMENT
LOW⚡	…gration/controllers/oauth/oauth2.skip-auth.api.test.ts	95	// Step 3: Callback arrives WITHOUT authentication	COMMENT
LOW⚡	…gration/controllers/oauth/oauth2.skip-auth.api.test.ts	125	// Step 1: Owner initiates OAuth flow	COMMENT
LOW⚡	…gration/controllers/oauth/oauth2.skip-auth.api.test.ts	130	// Step 2: Mock external OAuth provider response	COMMENT
LOW⚡	…gration/controllers/oauth/oauth2.skip-auth.api.test.ts	135	// Step 3: Different user completes the callback	COMMENT
LOW⚡	…credentials/credentials-overwrites.integration.test.ts	64	// Step 1: API call (setData) - this will save to real database	COMMENT
LOW⚡	…credentials/credentials-overwrites.integration.test.ts	67	// Step 2: Verify data was saved to database by reading it back	COMMENT
LOW⚡	…credentials/credentials-overwrites.integration.test.ts	72	// Step 3: Decrypt and verify the saved data	COMMENT
LOW⚡	…credentials/credentials-overwrites.integration.test.ts	77	// Step 4: Test that the data was set in memory	COMMENT
LOW⚡	…credentials/credentials-overwrites.integration.test.ts	115	// Step 1: Save data to database first	COMMENT
LOW⚡	…credentials/credentials-overwrites.integration.test.ts	124	// Step 2: Simulate PubSub event (this will load from database)	COMMENT
LOW⚡	…credentials/credentials-overwrites.integration.test.ts	127	// Step 3: Verify data was loaded from database	COMMENT
LOW⚡	…credentials/credentials-overwrites.integration.test.ts	342	// Step 1: Complete integration flow (skip frontend for test)	COMMENT
LOW⚡	…credentials/credentials-overwrites.integration.test.ts	345	// Step 2: Verify database persistence	COMMENT
LOW⚡	…credentials/credentials-overwrites.integration.test.ts	351	// Step 3: Test PubSub reload	COMMENT
LOW	…credentials/credentials-overwrites.integration.test.ts	362	// Step 4: Test that overwrites work correctly with new data	COMMENT
LOW	…credentials/credentials-overwrites.integration.test.ts	375	// Step 5: Test middleware still works	COMMENT
LOW	packages/cli/src/oauth/oauth.service.ts	1254	// Step 2: Discover Authorization Server Metadata (RFC 8414 / OpenID Connect)	COMMENT
LOW	packages/cli/src/auth/auth.service.ts	177	// If MFA is enforced, we need to check if the user has MFA enabled and used it during authentication	COMMENT
LOW⚡	…src/modules/sso-saml/__tests__/saml.service.ee.test.ts	1385	// Step 1: Save preferences with a valid PEM key+cert (simulating API call)	COMMENT
LOW⚡	…src/modules/sso-saml/__tests__/saml.service.ee.test.ts	1393	// Step 2: Capture what would be stored in DB (encrypted key, plaintext cert)	COMMENT
LOW⚡	…src/modules/sso-saml/__tests__/saml.service.ee.test.ts	1397	// Step 3: Mock DB to return the stored (encrypted) preferences	COMMENT
LOW⚡	…src/modules/sso-saml/__tests__/saml.service.ee.test.ts	1404	// Step 4: Simulate server restart — loadFromDbAndApplySamlPreferences(true)	COMMENT
LOW⚡	…src/modules/sso-saml/__tests__/saml.service.ee.test.ts	1408	// Step 5: Verify the key can still be decrypted back to the original PEM	COMMENT
LOW⚡	…-control.ee/__tests__/source-control-helper.ee.test.ts	1871	// Step 1: Sanitize for export (simulate push)	COMMENT
LOW⚡	…-control.ee/__tests__/source-control-helper.ee.test.ts	1880	// Step 2: Merge sanitized data back (simulate pull)	COMMENT
LOW	…hat-hub/__tests__/chat-hub.service.integration.test.ts	1240	// Step 1: Send a human message and get an AI response	COMMENT
LOW	…hat-hub/__tests__/chat-hub.service.integration.test.ts	1299	// Step 2: Regenerate the AI message — capture the workflow	COMMENT
LOW	…src/modules/provisioning.ee/provisioning.service.ee.ts	95	* we need to check if they are the last owner to avoid an instance losing its only owner	COMMENT
21 more matches not shown…

Modern AI Meta-Vocabulary47 hits · 132 pts

Severity	File	Line	Snippet	Context
MEDIUM	knip.ts	177	// Imported only by the ignored AI scaffold templates.	COMMENT
MEDIUM	…ui/src/app/stores/workflowExecutionState.store.test.ts	311	// Re-set since promotePendingExecution would have moved it; emulate raw scaffold state.	COMMENT
MEDIUM	…itor-ui/src/app/stores/workflowExecutionState.store.ts	455	// `null` → IN_PROGRESS scaffold, else displayed id) so these stay	COMMENT
MEDIUM	…itor-ui/src/app/stores/workflowExecutionState.store.ts	658	// When transitioning to a real execution id while a pending scaffold	COMMENT
MEDIUM	…itor-ui/src/app/stores/workflowExecutionState.store.ts	660	// migrate the scaffold into the id-keyed executionData store so the	COMMENT
MEDIUM	…itor-ui/src/app/stores/workflowExecutionState.store.ts	1019	// Pending scaffold: filter the IN_PROGRESS placeholder data and	COMMENT
MEDIUM	…sStarterCollection/workflows/3_agent_with_knowledge.ts	55	'### Readme\nLoad your data into a vector database with the 📚 Load Data flow, and then use your data as chat co	CODE
MEDIUM	…res/workflows/templates/utils/samples/rag_starter.json	58	"content": "### Readme\nLoad your data into a vector database with the 📚 Load Data flow, and then use your data	CODE
MEDIUM⚡	…386368372-unknown-host-POST-_v1_messages-4000e3a5.json	64	"content": "[{\"title\":\"n8n.io - AI workflow automation tool\",\"url\":\"https://n8n.io/\",\"description\":\"n	CODE
MEDIUM⚡	…386368372-unknown-host-POST-_v1_messages-4000e3a5.json	64	"content": "[{\"title\":\"n8n.io - AI workflow automation tool\",\"url\":\"https://n8n.io/\",\"description\":\"n	CODE
MEDIUM⚡	…386368372-unknown-host-POST-_v1_messages-4000e3a5.json	64	"content": "[{\"title\":\"n8n.io - AI workflow automation tool\",\"url\":\"https://n8n.io/\",\"description\":\"n	CODE
MEDIUM⚡	…386368372-unknown-host-POST-_v1_messages-4000e3a5.json	64	"content": "[{\"title\":\"n8n.io - AI workflow automation tool\",\"url\":\"https://n8n.io/\",\"description\":\"n	CODE
MEDIUM⚡	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	38	"content": "AI Workflow Automation Platform & Tools - n8n\n===============\n\nGo from prompt to possibility with A	CODE
MEDIUM⚡	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	38	"content": "AI Workflow Automation Platform & Tools - n8n\n===============\n\nGo from prompt to possibility with A	CODE
MEDIUM⚡	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	38	"content": "AI Workflow Automation Platform & Tools - n8n\n===============\n\nGo from prompt to possibility with A	CODE
MEDIUM⚡	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	289	"content": "Part 1: Introduction to n8n — What It Is and How It Works \| by TONI RAMCHANDANI \| Data And Beyond \| Me	CODE
MEDIUM⚡	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	289	"content": "Part 1: Introduction to n8n — What It Is and How It Works \| by TONI RAMCHANDANI \| Data And Beyond \| Me	CODE
MEDIUM⚡	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	289	"content": "Part 1: Introduction to n8n — What It Is and How It Works \| by TONI RAMCHANDANI \| Data And Beyond \| Me	CODE
MEDIUM⚡	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	977	"content": "What is n8n? An In-Depth Guide to Workflow Automation\n===============\n\n![Image 1: logo](blob:http:/	CODE
MEDIUM	…kages/quality/testing/playwright/docs/ORCHESTRATION.md	197	# Janitor orchestration (generic output)	COMMENT
MEDIUM	…code-health/src/rules/encryption-boundary.rule.test.ts	285	'// eslint-disable-next-line no-console -- unrelated to encryption guardrails\nexport const a = 1;\n',	CODE
MEDIUM	packages/cli/src/modules/breaking-changes/README.md	41	breaking-changes.service.ts # Detection orchestration	CODE
MEDIUM	…v2/__tests__/engine-lifecycle-event-push-relay.test.ts	99	// Would overwrite the editor's existing run data with an empty scaffold.	COMMENT
MEDIUM	packages/workflow/src/interfaces.ts	4361	used_guardrails?: string[]; // only for @n8n/n8n-nodes-langchain.guardrails	CODE
MEDIUM	…8n/nodes-langchain/nodes/Guardrails/Guardrails.node.ts	30	url: 'https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-langchain.guardrails/',	CODE
MEDIUM	…ckages/@n8n/nodes-langchain/nodes/Guardrails/CREDIT.MD	6	- Original project: [openai/openai-guardrails-js](https://github.com/openai/openai-guardrails-js)	CODE
MEDIUM	…des-langchain/nodes/Guardrails/v2/GuardrailsV2.node.ts	38	// ai_languageModel is required only when LLM-based guardrails are used	COMMENT
MEDIUM	…des-langchain/nodes/Guardrails/v2/GuardrailsV2.node.ts	45	// Model is required when ANY of these LLM guardrails exist	COMMENT
MEDIUM	…nodes-langchain/nodes/Guardrails/actions/checks/pii.ts	1	// Source: https://github.com/openai/openai-guardrails-js/blob/b9b99b4fb454f02a362c2836aec6285176ec40a8/src/checks/pii.t	COMMENT
MEDIUM	…odes-langchain/nodes/Guardrails/actions/checks/urls.ts	1	// Source: https://github.com/openai/openai-guardrails-js/blob/b9b99b4fb454f02a362c2836aec6285176ec40a8/src/checks/urls.	COMMENT
MEDIUM	…-langchain/nodes/Guardrails/actions/checks/keywords.ts	1	// Source: https://github.com/openai/openai-guardrails-js/blob/b9b99b4fb454f02a362c2836aec6285176ec40a8/src/checks/keywo	COMMENT
MEDIUM	…uators/llm-judge/evaluators/functionality-evaluator.ts	69	## n8n RAG Pipeline Pattern (CRITICAL - Do Not Misunderstand)	COMMENT
MEDIUM	…flow-builder.ee/src/code-builder/code-builder-agent.ts	284	// Run agentic loop	COMMENT
MEDIUM	packages/@n8n/node-cli/src/template/core.test.ts	75	// and renamed back at scaffold time.	COMMENT
MEDIUM	packages/@n8n/agents/src/types/runtime/event.ts	108	// Can be used for observability or controlling the agent. The idea that HITL, guardrails, logging, etc. can be done as	COMMENT
MEDIUM	packages/@n8n/agents/src/runtime/loop/agent-runtime.ts	1166	// Price the turn before guardrails see it. The finish chunk prices	COMMENT
MEDIUM	packages/@n8n/agents/src/sdk/agent.ts	439	// TODO: guardrails can be a middleware internally	COMMENT
MEDIUM	…/workflow-sdk/test-fixtures/committed-workflows/6.json	329	"message": "=<!DOCTYPE html><html><body style=\"font-family:Arial,sans-serif;max-width:800px;margin:0 auto;padding:2	CODE
MEDIUM	…workflow-builder/plugins/validators/agent-validator.ts	38	// Skip checks for auto/guardrails mode (undefined defaults to auto)	COMMENT
MEDIUM	…c/prompts/best-practices/guides/document-processing.ts	210	### Vector Storage (for RAG/Semantic Search)	COMMENT
MEDIUM	…es/@n8n/workflow-sdk/src/validation/display-options.ts	121	// Pattern like 'guardrails.(jailbreak\|nsfw)' becomes regex /^guardrails\.(jailbreak\|nsfw)$/	COMMENT
MEDIUM	packages/@n8n/instance-ai/evaluations/README.md	1395	├── execution.service.ts # Phase 1 + Phase 2 orchestration	CODE
MEDIUM	…n/instance-ai/evaluations/discovery/agent-builder.json	670	"instructions": "## Config Mutation Guidance\n\n### Purpose\n\nUse this after deciding a config change is needed and	CODE
MEDIUM	…ations/binaryChecks/checks/agent-has-dynamic-prompt.ts	27	// auto (default when omitted) and guardrails modes handle prompting internally	COMMENT
MEDIUM	packages/@n8n/instance-ai/docs/tools.md	1382	### `agent_builder_build_agent` (orchestration tool — requires the `agents` backend module)	COMMENT
MEDIUM	.github/workflows/test-e2e-reusable.yml	169	# Uses pre-distributed specs if orchestration enabled, otherwise falls back to Playwright sharding	COMMENT
MEDIUM⚡	.github/workflows/test-evals-mcp.yml	302	# --timeout-ms 25min: MCP-tier multi-agent cases with large mocked	COMMENT

AI Slop Vocabulary48 hits · 132 pts

Severity	File	Line	Snippet	Context
MEDIUM	docker/test-get-n8n.sh	3	# Test harness for get-n8n.sh. Requires docker + compose v2 (like the script).	COMMENT
MEDIUM	docker/test-get-n8n.sh	17	# on master — the harness must test this branch's compose file.	COMMENT
MEDIUM	docker/get-n8n.sh	28	# harness to install from a working copy).	COMMENT
MEDIUM	…n-engine/node-execution-context/utils/extract-value.ts	176	// Definitely doesn't have value extractor	COMMENT
MEDIUM	…/features/settings/sso/components/OidcSettingsForm.vue	201	// robust against storedHasProjectRules drift.	COMMENT
MEDIUM	…/features/settings/sso/components/SamlSettingsForm.vue	275	// robust against storedHasProjectRules drift.	COMMENT
MEDIUM	…es/ai/evaluation.ee/composables/useCyclingVerb.test.ts	58	// Lower bound rather than exact count keeps the test robust if the	COMMENT
MEDIUM	…ting/playwright/tests/cli-workflows/workflows/250.json	18	"jsCode": "return {\n text: `Bitcoin: A Peer-to-Peer Electronic Cash System Satoshi Nakamoto satoshin@gmx.com www.b	CODE
MEDIUM	…ting/playwright/tests/cli-workflows/workflows/259.json	143	"jsCode": "return {\n text: `Bitcoin: A Peer-to-Peer Electronic Cash System Satoshi Nakamoto satoshin@gmx.com www.b	CODE
MEDIUM	…sting/playwright/tests/cli-workflows/workflows/91.json	18	"functionCode": "item.data = `<!doctype html>\n<html data-n-head-ssr>\n\n<body >\n<div data-server-rendered=\"true\"	CODE
MEDIUM	…ting/playwright/tests/cli-workflows/workflows/233.json	18	"jsCode": "return {\n text: `Bitcoin: A Peer-to-Peer Electronic Cash System Satoshi Nakamoto satoshin@gmx.com www.b	CODE
MEDIUM	…ting/playwright/tests/cli-workflows/workflows/248.json	237	"jsCode": "return {\n text: `Bitcoin: A Peer-to-Peer Electronic Cash System Satoshi Nakamoto satoshin@gmx.com www.b	CODE
MEDIUM	…ting/playwright/tests/cli-workflows/workflows/252.json	18	"jsCode": "return {\n text: `Bitcoin: A Peer-to-Peer Electronic Cash System Satoshi Nakamoto satoshin@gmx.com www.b	CODE
MEDIUM⚡	…386368372-unknown-host-POST-_v1_messages-4000e3a5.json	64	"content": "[{\"title\":\"n8n.io - AI workflow automation tool\",\"url\":\"https://n8n.io/\",\"description\":\"n	CODE
MEDIUM⚡	…386368372-unknown-host-POST-_v1_messages-4000e3a5.json	64	"content": "[{\"title\":\"n8n.io - AI workflow automation tool\",\"url\":\"https://n8n.io/\",\"description\":\"n	CODE
MEDIUM⚡	…386368372-unknown-host-POST-_v1_messages-4000e3a5.json	64	"content": "[{\"title\":\"n8n.io - AI workflow automation tool\",\"url\":\"https://n8n.io/\",\"description\":\"n	CODE
MEDIUM⚡	…386368372-unknown-host-POST-_v1_messages-4000e3a5.json	64	"content": "[{\"title\":\"n8n.io - AI workflow automation tool\",\"url\":\"https://n8n.io/\",\"description\":\"n	CODE
MEDIUM⚡	…386368372-unknown-host-POST-_v1_messages-4000e3a5.json	64	"content": "[{\"title\":\"n8n.io - AI workflow automation tool\",\"url\":\"https://n8n.io/\",\"description\":\"n	CODE
MEDIUM⚡	…386368372-unknown-host-POST-_v1_messages-4000e3a5.json	64	"content": "[{\"title\":\"n8n.io - AI workflow automation tool\",\"url\":\"https://n8n.io/\",\"description\":\"n	CODE
MEDIUM⚡	…386368372-unknown-host-POST-_v1_messages-4000e3a5.json	64	"content": "[{\"title\":\"n8n.io - AI workflow automation tool\",\"url\":\"https://n8n.io/\",\"description\":\"n	CODE
MEDIUM⚡	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	38	"content": "AI Workflow Automation Platform & Tools - n8n\n===============\n\nGo from prompt to possibility with A	CODE
MEDIUM⚡	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	38	"content": "AI Workflow Automation Platform & Tools - n8n\n===============\n\nGo from prompt to possibility with A	CODE
MEDIUM⚡	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	38	"content": "AI Workflow Automation Platform & Tools - n8n\n===============\n\nGo from prompt to possibility with A	CODE
MEDIUM⚡	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	707	"content": "What is n8n? Docs, Demo and How to Deploy \| Shakudo\n===============\n\n[Latest in White Paper : The E	CODE
MEDIUM⚡	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	707	"content": "What is n8n? Docs, Demo and How to Deploy \| Shakudo\n===============\n\n[Latest in White Paper : The E	CODE
MEDIUM⚡	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	707	"content": "What is n8n? Docs, Demo and How to Deploy \| Shakudo\n===============\n\n[Latest in White Paper : The E	CODE
MEDIUM⚡	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	707	"content": "What is n8n? Docs, Demo and How to Deploy \| Shakudo\n===============\n\n[Latest in White Paper : The E	CODE
MEDIUM⚡	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	977	"content": "What is n8n? An In-Depth Guide to Workflow Automation\n===============\n\n![Image 1: logo](blob:http:/	CODE
MEDIUM⚡	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	977	"content": "What is n8n? An In-Depth Guide to Workflow Automation\n===============\n\n![Image 1: logo](blob:http:/	CODE
MEDIUM⚡	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	977	"content": "What is n8n? An In-Depth Guide to Workflow Automation\n===============\n\n![Image 1: logo](blob:http:/	CODE
MEDIUM	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	578	"content": "What is n8n. Fastest and easiest self deployment too - YouTube\n===============\n\n Back [![Image 1](h	CODE
MEDIUM	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	578	"content": "What is n8n. Fastest and easiest self deployment too - YouTube\n===============\n\n Back [![Image 1](h	CODE
MEDIUM	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	754	"content": "Last Updated : 24 Oct, 2025\n\nImprove\n\nn8n an open-source workflow automation platform, enables use	CODE
MEDIUM	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	754	"content": "Last Updated : 24 Oct, 2025\n\nImprove\n\nn8n an open-source workflow automation platform, enables use	CODE
MEDIUM	…ials.ee/services/resolver-config-expression.service.ts	32	// Create a minimal workflow with the mock node to leverage the expression resolver	COMMENT
MEDIUM	…cli/src/webhooks/test-webhook-registrations.service.ts	40	// NOTE: we could have a more robust validation, but this is probably good enough for now.	COMMENT
MEDIUM	packages/nodes-base/nodes/AgileCrm/GenericFunctions.ts	124	// Due to API, we must update each property separately. For user it looks like one seamless update	COMMENT
MEDIUM	packages/workflow/test/get-parent-nodes.test.ts	7	// the small but high-leverage set of Stryker mutants on this file — block	COMMENT
MEDIUM	packages/workflow/test/get-child-nodes.test.ts	12	// small but high-leverage set of Stryker mutants on this file — block removal,	COMMENT
MEDIUM	…ngchain/nodes/chains/ChainLLM/methods/chainExecutor.ts	184	// use getAgentStepsParser to have more robust output parsing	COMMENT
MEDIUM	…-workflow-builder.ee/src/utils/operations-processor.ts	358	// Create a Workflow instance to leverage its renameNode method	COMMENT
MEDIUM	…ckend-network/src/http/__tests__/binary-buffer.test.ts	76	// wide margin keeps the test robust against scheduling jitter on CI.	COMMENT
MEDIUM	…n8n/instance-ai/evaluations/harness/agent-execution.ts	392	`### ${String(ordinal)}. ${call.tool} (${call.kind})${call.error ? ' — ERRORED' : ''}${call.autoApproved ? ' [approv	CODE
MEDIUM	packages/@n8n/instance-ai/evaluations/run/persist.ts	122	// (build-failed) verdicts and is robust to duplicate expectation strings.	COMMENT
MEDIUM	…s/@n8n/instance-ai/evaluations/langtracer/normalize.ts	26	// fails the whole suite. Stripping to the allowed set is robust where deleting	COMMENT
MEDIUM⚡	.github/workflows/test-evals-mcp.yml	294	# reads of repo files — including the eval harness and case corpus.	COMMENT
MEDIUM⚡	.github/workflows/test-evals-mcp.yml	304	# 32 klines rows). Scoped here, NOT the harness default — under the	COMMENT
LOW	.github/actions/setup-nodejs/action.yml	345	# exported, so the nested builds can just use it. Starting a second	COMMENT

Synthetic Comment Markers15 hits · 102 pts

Severity	File	Line	Snippet	Context
HIGH	.agents/skills/create-pr/SKILL.md	91	- Add a "🤖 PR Summary generated by AI" at the end of the body	CODE
HIGH	…ion-engine/__tests__/workflow-execute-run-node.test.ts	5	* They have been generated by claude code, but have been proven to work	COMMENT
HIGH	…valuation.ee/components/RunDetail/AiSummarySection.vue	2	// TODO(TRUST-70 follow-up): replace this stub with real AI-generated summary.	COMMENT
HIGH	…d/editor-ui/src/features/ai/assistant/builder.store.ts	219	// AI-generated test data — persists throughout the session for apply/re-apply	COMMENT
HIGH	…li/src/evaluation.ee/insights/eval-insights.service.ts	43	* `modelUsed` value for the deterministic path. The FE keys "Generated by AI"	COMMENT
HIGH	packages/nodes-base/TESTING.MD	15	3. Review and refine: Thoroughly review the generated tests, make necessary fixes, and remove redundant tests. __Eve	CODE
HIGH	…s-base/nodes/Evaluation/Evaluation/Description.node.ts	193	description: 'The real response generated by AI (e.g. an agent or LLM in the workflow)',	CODE
HIGH	…s-base/nodes/Evaluation/Evaluation/Description.node.ts	222	description: 'The response generated by AI (e.g. an agent or LLM in the workflow)',	CODE
HIGH	packages/workflow/src/node-helpers.ts	894	// still be considered valid (e.g. happens when generated by AI).	COMMENT
HIGH	…uations/programmatic/evaluators/workflow-similarity.ts	88	* @param generatedWorkflow - Workflow generated by AI	COMMENT
HIGH	…uations/programmatic/evaluators/workflow-similarity.ts	219	* @param generatedWorkflow - Workflow generated by AI	COMMENT
HIGH	…flow-builder.ee/src/code-builder/prompts/index.test.ts	89	// Should contain auto-generated code with workflow name	COMMENT
HIGH	packages/@n8n/workflow-sdk/src/workflow-builder.test.ts	275	// This pattern MUST work (AI-generated code style)	COMMENT
HIGH	…n8n/workflow-sdk/src/codegen/codegen-roundtrip.test.ts	2113	// This is the failing case from the user's workflow where the AI generated:	COMMENT
HIGH	…n/workflow-sdk/src/codegen/edge-case-roundtrip.test.ts	797	// This simulates AI-generated code with unescaped contractions	COMMENT

Empty Error Handlers19 hits · 95 pts

Severity	File	Line	Snippet	Context
HIGH	.agents/skills/testmax-assistant-ui/scripts/run.py	204	except (OSError, ValueError):	CODE
HIGH	.agents/skills/testmax-assistant-ui/scripts/run.py	208	except Exception:	CODE
HIGH	.agents/skills/testmax-assistant-ui/scripts/run.py	245	except Exception:	CODE
HIGH	.agents/skills/testmax-assistant-ui/scripts/run.py	242	except json.JSONDecodeError:	CODE
HIGH	.agents/skills/testmax-assistant-ui/scripts/common.py	133	except OSError:	CODE
HIGH	.agents/skills/testmax-assistant-ui/scripts/common.py	147	except ProcessLookupError:	CODE
HIGH	…gents/skills/testmax-assistant-ui/scripts/live_page.py	35	except ValueError:	CODE
HIGH	.agents/skills/testmax-n8n-ai/scripts/live_server.py	465	except (BrokenPipeError, ConnectionResetError):	CODE
HIGH	…ents/skills/testmax-n8n-ai/scripts/request_recorder.py	182	except OSError:	CODE
HIGH	.agents/skills/testmax-n8n-ai/scripts/build_report.py	59	except ValueError:	CODE
HIGH	…gents/skills/testmax-n8n-ai/scripts/run_instance_ai.py	176	except json.JSONDecodeError:	CODE
HIGH	…ges/@n8n/task-runner-python/src/health_check_server.py	46	except Exception:	CODE
HIGH	packages/@n8n/task-runner-python/src/task_runner.py	510	except asyncio.CancelledError:	CODE
HIGH	packages/@n8n/task-runner-python/src/task_runner.py	155	except asyncio.CancelledError:	CODE
HIGH	packages/@n8n/task-runner-python/src/task_executor.py	296	except (ProcessLookupError, ConnectionError, BrokenPipeError):	CODE
HIGH	packages/@n8n/task-runner-python/src/task_executor.py	443	except Exception:	CODE
HIGH	packages/@n8n/task-runner-python/src/task_executor.py	479	except Exception:	CODE
HIGH	packages/@n8n/task-runner-python/src/task_executor.py	248	except Exception:	CODE
HIGH	…kages/@n8n/task-runner-python/src/import_validation.py	21	except (ImportError, ValueError):	CODE

Excessive Try-Catch Wrapping53 hits · 66 pts

Severity	File	Line	Snippet	Context
LOW	.agents/skills/testmax-assistant-ui/scripts/run.py	208	except Exception:	CODE
LOW	.agents/skills/testmax-assistant-ui/scripts/run.py	227	except Exception as e:	CODE
LOW	.agents/skills/testmax-assistant-ui/scripts/run.py	245	except Exception:	CODE
LOW	.agents/skills/testmax-assistant-ui/scripts/run.py	285	except Exception as e:	CODE
LOW	.agents/skills/testmax-assistant-ui/scripts/run.py	758	except Exception:	CODE
LOW	.agents/skills/testmax-assistant-ui/scripts/run.py	767	except Exception as e:	CODE
LOW	.agents/skills/testmax-assistant-ui/scripts/run.py	817	except Exception as e:	CODE
MEDIUM	.agents/skills/testmax-assistant-ui/scripts/run.py	224	def _read(self, thread_id):	CODE
MEDIUM	.agents/skills/testmax-assistant-ui/scripts/run.py	810	def master_side():	CODE
LOW	…gents/skills/testmax-assistant-ui/scripts/live_page.py	38	except Exception as e:	CODE
LOW	.agents/skills/testmax-n8n-ai/scripts/run_scenarios.py	113	except Exception as e:	CODE
LOW	.agents/skills/testmax-n8n-ai/scripts/run_scenarios.py	122	except Exception as e:	CODE
LOW	.agents/skills/testmax-n8n-ai/scripts/run_scenarios.py	143	except Exception as e:	CODE
LOW	.agents/skills/testmax-n8n-ai/scripts/run_scenarios.py	164	except Exception as e:	CODE
LOW	.agents/skills/testmax-n8n-ai/scripts/claims.py	154	except Exception as e:	CODE
MEDIUM	.agents/skills/testmax-n8n-ai/scripts/build_report.py	1346	def load_run(sub, meta, prices):	CODE
LOW	.agents/skills/testmax-n8n-ai/scripts/build_report.py	1349	except Exception as e: # keep the other runs when one run has broken files	CODE
LOW	.agents/skills/testmax-n8n-ai/scripts/summarize_runs.py	152	except Exception as e:	CODE
LOW	…gents/skills/testmax-n8n-ai/scripts/run_instance_ai.py	161	except Exception as e:	CODE
MEDIUM	…gents/skills/testmax-n8n-ai/scripts/run_instance_ai.py	158	def read_stream(client, thread_id, out_queue, stop):	CODE
LOW	.agents/skills/testmax-n8n-ai/scripts/prepare.py	34	except Exception:	CODE
LOW	.agents/skills/testmax-n8n-ai/scripts/prepare.py	64	except Exception as e:	CODE
LOW	.agents/skills/testmax-n8n-ai/scripts/prepare.py	73	except Exception:	CODE
LOW	…8n/task-runner-python/tests/unit/test_task_analyzer.py	463	except Exception as e:	CODE
LOW	…task-runner-python/tests/integration/test_execution.py	442	except Exception as e:	CODE
LOW	…ges/@n8n/task-runner-python/src/health_check_server.py	46	except Exception:	CODE
LOW	packages/@n8n/task-runner-python/src/shutdown.py	51	except Exception as e:	CODE
LOW	packages/@n8n/task-runner-python/src/task_runner.py	140	except Exception as e:	CODE
LOW	packages/@n8n/task-runner-python/src/task_runner.py	227	except Exception as e:	CODE
LOW	packages/@n8n/task-runner-python/src/task_runner.py	370	except Exception as e:	CODE
LOW	packages/@n8n/task-runner-python/src/task_runner.py	448	except Exception as e:	CODE
LOW	…ages/@n8n/task-runner-python/src/_sandbox_callables.py	113	except Exception:	CODE
LOW	packages/@n8n/task-runner-python/src/pipe_reader.py	41	except Exception as e:	CODE
MEDIUM	packages/@n8n/task-runner-python/src/pipe_reader.py	29	def run(self):	CODE
LOW	packages/@n8n/task-runner-python/src/task_executor.py	222	except Exception as e:	CODE
LOW	packages/@n8n/task-runner-python/src/task_executor.py	248	except Exception:	CODE
LOW	packages/@n8n/task-runner-python/src/task_executor.py	277	except Exception as e:	CODE
LOW	packages/@n8n/task-runner-python/src/task_executor.py	443	except Exception:	CODE
LOW	packages/@n8n/task-runner-python/src/task_executor.py	479	except Exception:	CODE
LOW	packages/@n8n/task-runner-python/src/sentry.py	116	except Exception as e:	CODE
LOW	packages/@n8n/task-runner-python/src/main.py	59	except Exception:	CODE
MEDIUM⚡	…aluations/programmatic/python/src/compare_workflows.py	84	print(f"Error: Workflow file not found: {path}", file=sys.stderr)	STRING
MEDIUM⚡	…aluations/programmatic/python/src/compare_workflows.py	87	print(f"Error: Invalid JSON in {path}: {e}", file=sys.stderr)	STRING
LOW⚡	…aluations/programmatic/python/src/compare_workflows.py	89	except Exception as e:	STRING
MEDIUM⚡	…aluations/programmatic/python/src/compare_workflows.py	90	print(f"Error loading {path}: {e}", file=sys.stderr)	STRING
LOW⚡	…aluations/programmatic/python/src/compare_workflows.py	274	except Exception as e:	CODE
MEDIUM⚡	…aluations/programmatic/python/src/compare_workflows.py	275	print(f"Error loading configuration: {e}", file=sys.stderr)	CODE
LOW⚡	…aluations/programmatic/python/src/compare_workflows.py	282	except Exception as e:	CODE
MEDIUM⚡	…aluations/programmatic/python/src/compare_workflows.py	283	print(f"Error building workflow graphs: {e}", file=sys.stderr)	CODE
LOW⚡	…aluations/programmatic/python/src/compare_workflows.py	293	except Exception as e:	CODE
MEDIUM⚡	…aluations/programmatic/python/src/compare_workflows.py	294	print(f"Error calculating similarity: {e}", file=sys.stderr)	CODE
LOW	…aluations/programmatic/python/src/compare_workflows.py	332	except Exception as e:	CODE
LOW	…r.ee/evaluations/programmatic/python/src/similarity.py	123	except Exception as e:	CODE

Magic Placeholder Names11 hits · 55 pts

Severity	File	Line	Snippet	Context
HIGH	packages/cli/src/modules/ldap.ee/README.md	65	-H "X-N8N-API-KEY: <YOUR_API_KEY>" \	CODE
HIGH	packages/cli/src/modules/ldap.ee/README.md	65	-H "X-N8N-API-KEY: <YOUR_API_KEY>" \	CODE
HIGH	packages/cli/src/modules/ldap.ee/README.md	100	-H "X-N8N-API-KEY: <YOUR_API_KEY>" \	CODE
HIGH	packages/cli/src/modules/ldap.ee/README.md	100	-H "X-N8N-API-KEY: <YOUR_API_KEY>" \	CODE
HIGH	…chain/nodes/chains/ChainLLM/test/ChainLlm.node.test.ts	504	"# Authentication\n\nUse API keys for all requests:\n\n```javascript\nconst headers = {\n 'Authorization': 'Bear	CODE
HIGH	…chain/nodes/chains/ChainLLM/test/ChainLlm.node.test.ts	513	curl: "```bash\ncurl -X GET https://api.example.com/users \\\n -H 'Authorization: Bearer YOUR_API_KEY'\n```",	CODE
HIGH	…s/llm-judge/evaluators/node-configuration-evaluator.ts	60	- Placeholder API keys like "YOUR_API_KEY" or similar patterns	CODE
HIGH	…kflow-builder.ee/src/chains/test/integration/README.md	24	export N8N_AI_ANTHROPIC_KEY=your-api-key-here	CODE
HIGH	…gin-community-nodes/docs/rules/no-hardcoded-secrets.md	58	const apiKey = 'your-api-key-here';	CODE
HIGH	…community-nodes/src/rules/no-hardcoded-secrets.test.ts	50	{ name: 'placeholder value', code: "const apiKey = 'your-api-key-goes-here-xxxx';" },	CODE
HIGH	…ages/@n8n/instance-ai/skills/workflow-builder/SKILL.md	150	named none. Never hardcode fake values (`user@example.com`, `YOUR_API_KEY`,	CODE

Unused Imports42 hits · 42 pts

Severity	File	Line	Context
LOW	…gents/skills/testmax-assistant-ui/scripts/live_page.py	17	CODE
LOW	.agents/skills/testmax-assistant-ui/scripts/report.py	26	CODE
LOW	packages/@n8n/task-runner-python/src/shutdown.py	7	CODE
LOW	packages/@n8n/task-runner-python/src/shutdown.py	8	CODE
LOW	packages/@n8n/task-runner-python/src/shutdown.py	9	CODE
LOW	…/@n8n/task-runner-python/src/message_types/__init__.py	1	CODE
LOW	…/@n8n/task-runner-python/src/message_types/__init__.py	1	CODE
LOW	…/@n8n/task-runner-python/src/message_types/__init__.py	1	CODE
LOW	…/@n8n/task-runner-python/src/message_types/__init__.py	1	CODE
LOW	…/@n8n/task-runner-python/src/message_types/__init__.py	1	CODE
LOW	…/@n8n/task-runner-python/src/message_types/__init__.py	1	CODE
LOW	…/@n8n/task-runner-python/src/message_types/__init__.py	1	CODE
LOW	…/@n8n/task-runner-python/src/message_types/__init__.py	1	CODE
LOW	…/@n8n/task-runner-python/src/message_types/__init__.py	11	CODE
LOW	…/@n8n/task-runner-python/src/message_types/__init__.py	11	CODE
LOW	…/@n8n/task-runner-python/src/message_types/__init__.py	11	CODE
LOW	…/@n8n/task-runner-python/src/message_types/__init__.py	11	CODE
LOW	…/@n8n/task-runner-python/src/message_types/__init__.py	11	CODE
LOW	…/@n8n/task-runner-python/src/message_types/__init__.py	11	CODE
LOW	…/@n8n/task-runner-python/src/message_types/__init__.py	11	CODE
LOW	…/@n8n/task-runner-python/src/message_types/__init__.py	11	CODE
LOW	…8n/task-runner-python/src/errors/task_runtime_error.py	4	CODE
LOW	packages/@n8n/task-runner-python/src/errors/__init__.py	1	CODE
LOW	packages/@n8n/task-runner-python/src/errors/__init__.py	2	CODE
LOW	packages/@n8n/task-runner-python/src/errors/__init__.py	3	CODE
LOW	packages/@n8n/task-runner-python/src/errors/__init__.py	4	CODE
LOW	packages/@n8n/task-runner-python/src/errors/__init__.py	5	CODE
LOW	packages/@n8n/task-runner-python/src/errors/__init__.py	6	CODE
LOW	packages/@n8n/task-runner-python/src/errors/__init__.py	7	CODE
LOW	packages/@n8n/task-runner-python/src/errors/__init__.py	8	CODE
LOW	packages/@n8n/task-runner-python/src/errors/__init__.py	9	CODE
LOW	packages/@n8n/task-runner-python/src/errors/__init__.py	10	CODE
LOW	packages/@n8n/task-runner-python/src/errors/__init__.py	11	CODE
LOW	packages/@n8n/task-runner-python/src/errors/__init__.py	12	CODE
LOW	packages/@n8n/task-runner-python/src/errors/__init__.py	13	CODE
LOW	packages/@n8n/task-runner-python/src/errors/__init__.py	14	CODE
LOW	…der.ee/evaluations/programmatic/python/src/__init__.py	7	CODE
LOW	…der.ee/evaluations/programmatic/python/src/__init__.py	9	CODE
LOW	…der.ee/evaluations/programmatic/python/src/__init__.py	9	CODE
LOW	…der.ee/evaluations/programmatic/python/src/__init__.py	10	CODE
LOW	…der.ee/evaluations/programmatic/python/src/__init__.py	10	CODE
LOW	…der.ee/evaluations/programmatic/python/src/__init__.py	11	CODE

Deep Nesting34 hits · 34 pts

Severity	File	Line	Context
LOW	.agents/skills/testmax-assistant-ui/scripts/run.py	411	CODE
LOW	.agents/skills/testmax-assistant-ui/scripts/run.py	629	CODE
LOW	.agents/skills/testmax-assistant-ui/scripts/run.py	185	CODE
LOW	.agents/skills/testmax-assistant-ui/scripts/run.py	224	CODE
LOW	.agents/skills/testmax-assistant-ui/scripts/common.py	118	CODE
LOW	.agents/skills/testmax-assistant-ui/scripts/report.py	122	CODE
LOW	.agents/skills/testmax-assistant-ui/scripts/report.py	629	CODE
LOW	.agents/skills/testmax-n8n-ai/scripts/live_server.py	55	CODE
LOW	.agents/skills/testmax-n8n-ai/scripts/live_server.py	538	CODE
LOW	…gents/skills/testmax-n8n-ai/scripts/run_cli_builder.py	137	CODE
LOW	…gents/skills/testmax-n8n-ai/scripts/run_cli_builder.py	196	CODE
LOW	…gents/skills/testmax-n8n-ai/scripts/run_cli_builder.py	220	CODE
LOW	…gents/skills/testmax-n8n-ai/scripts/run_cli_builder.py	264	CODE
LOW	…gents/skills/testmax-n8n-ai/scripts/run_cli_builder.py	407	CODE
LOW	…gents/skills/testmax-n8n-ai/scripts/run_cli_builder.py	496	CODE
LOW	…ents/skills/testmax-n8n-ai/scripts/request_recorder.py	85	CODE
LOW	.agents/skills/testmax-n8n-ai/scripts/build_report.py	124	CODE
LOW	.agents/skills/testmax-n8n-ai/scripts/build_report.py	241	CODE
LOW	.agents/skills/testmax-n8n-ai/scripts/build_report.py	608	CODE
LOW	.agents/skills/testmax-n8n-ai/scripts/build_report.py	849	CODE
LOW	.agents/skills/testmax-n8n-ai/scripts/build_report.py	908	CODE
LOW	.agents/skills/testmax-n8n-ai/scripts/summarize_runs.py	103	CODE
LOW	…gents/skills/testmax-n8n-ai/scripts/run_instance_ai.py	158	CODE
LOW	…gents/skills/testmax-n8n-ai/scripts/run_instance_ai.py	192	CODE
LOW	packages/@n8n/task-runner-python/src/task_analyzer.py	61	CODE
LOW	packages/@n8n/task-runner-python/src/task_executor.py	489	CODE
LOW	…kages/@n8n/task-runner-python/src/format_validation.py	12	CODE
LOW	…/evaluations/programmatic/python/src/cost_functions.py	245	CODE
LOW	…/evaluations/programmatic/python/src/cost_functions.py	340	CODE
LOW	…/evaluations/programmatic/python/src/cost_functions.py	439	CODE
LOW	…aluations/programmatic/python/src/compare_workflows.py	119	CODE
LOW	…aluations/programmatic/python/src/compare_workflows.py	176	CODE
LOW	…r.ee/evaluations/programmatic/python/src/similarity.py	223	CODE
LOW	…e/evaluations/programmatic/python/src/graph_builder.py	10	CODE

Cross-Language Confusion (JS/TS)4 hits · 20 pts

Severity	File	Line	Snippet	Context
HIGH	…nal/repository/find-methods/repostiory-find-methods.ts	156	it('should return True when matches the given criteria', () =>	CODE
HIGH	…nal/repository/find-methods/repostiory-find-methods.ts	177	it('should return True when matches the given multiple criteria', () =>	CODE
HIGH	…nal/repository/find-methods/repostiory-find-methods.ts	199	it('should return True when matches the given find options', () =>	CODE
HIGH	…nal/repository/find-methods/repostiory-find-methods.ts	218	it('should return True when matches both criteria and find options', () =>	CODE

Redundant / Tautological Comments10 hits · 15 pts

Severity	File	Line	Snippet	Context
LOW	…/evaluations/programmatic/python/src/cost_functions.py	103	# Check if names match using the hash	COMMENT
LOW	…/evaluations/programmatic/python/src/cost_functions.py	201	# Check if source and target node types match	COMMENT
LOW	…/evaluations/programmatic/python/src/cost_functions.py	271	# Check if this parameter should be ignored (should be filtered already, but double-check)	COMMENT
LOW	…e/evaluations/programmatic/python/src/graph_builder.py	30	# Check if node should be ignored	COMMENT
LOW	…e/evaluations/programmatic/python/src/graph_builder.py	58	# Check if this connection type should be ignored	COMMENT
LOW	…e/evaluations/programmatic/python/src/graph_builder.py	116	# Check if this parameter should be ignored	COMMENT
LOW	…e/evaluations/programmatic/python/src/graph_builder.py	144	# Check if 'trigger' is in type or name	COMMENT
LOW	.github/workflows/sec-sync-public-to-private.yml	53	# Check if private is ahead of public, ignore Bundle commits	COMMENT
LOW	.github/workflows/sec-sync-public-to-private.yml	82	# Check if private is ahead of public, ignore Bundle commits	COMMENT
LOW	.github/workflows/test-evals-ai-release.yml	21	# Check if it's a minor release (e.g., v1.2.0, not v1.2.1)	COMMENT

Slop Phrases6 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW	…ents/readyToRunWorkflowsV2/workflows/ai-workflow-v5.ts	97	"=News Agent\n\n# Role\n\nYou are a concise, factual news assistant with access to these RSS tools:\n\n* BBC (Glob	CODE
MEDIUM	…ywright/tests/e2e/api/publish-unreachable-node.spec.ts	17	* attached. Neither the agent nor the parser has a language model, so both	COMMENT
MEDIUM⚡	…386368372-unknown-host-POST-_v1_messages-4000e3a5.json	64	"content": "[{\"title\":\"n8n.io - AI workflow automation tool\",\"url\":\"https://n8n.io/\",\"description\":\"n	CODE
MEDIUM⚡	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	977	"content": "What is n8n? An In-Depth Guide to Workflow Automation\n===============\n\n![Image 1: logo](blob:http:/	CODE
MEDIUM	…s/chat-hub/1770386243139-s.jina.ai-GET-_-fc5e3463.json	416	"content": "Dec 15, 2025\n\nDovydas\n\n5min Read\n\nn8n is a workflow automation tool that lets you schedule t	CODE
MEDIUM	…odes/agents/Agent/agents/ConversationalAgent/prompt.ts	3	Assistant is designed to be able to assist with a wide range of tasks, from answering simple questions to providing in-d	CODE

Self-Referential Comments3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	.poutine.yml	4	# This file defines skip rules for known-safe patterns.	COMMENT
MEDIUM	…y/efficiency/scale/benchmark/infra/.terraform.lock.hcl	1	# This file is maintained automatically by "terraform init".	COMMENT
MEDIUM	…/cli/src/modules/chat-hub/chat-hub-workflow.service.ts	707	### Creating a Document	COMMENT

Modern Structural Boilerplate5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	packages/@n8n/task-runner-python/src/task_analyzer.py	383	def _set_in_cache(self, cache_key: CacheKey, violations: CachedViolations) -> None:	CODE
LOW	packages/@n8n/task-runner-python/src/task_executor.py	54	logger = logging.getLogger(__name__)	CODE
LOW	…/@n8n/task-runner-python/src/message_types/__init__.py	22	__all__ = [	CODE
LOW	packages/@n8n/task-runner-python/src/errors/__init__.py	16	__all__ = [	CODE
LOW	…der.ee/evaluations/programmatic/python/src/__init__.py	15	__all__ = [	CODE

Docstring Block Structure1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	…aluations/programmatic/python/src/compare_workflows.py	68	Load workflow JSON from file. Args: path: Path to workflow JSON file Returns: Workflow di	STRING

TODO Padding3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	…ion-engine/partial-execution-utils/find-start-nodes.ts	14	// TODO: implement	COMMENT
LOW	…ion-engine/partial-execution-utils/find-start-nodes.ts	21	// TODO: implement	COMMENT
LOW	…stinations/message-event-bus-destination-webhook.ee.ts	367	// TODO: implement extra auth requests	COMMENT

Overly Generic Function Names4 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	packages/core/src/execution-engine/requests-response.ts	238	export function handleRequest({	CODE
LOW	…tures/ai/assistant/composables/useBuilderTodos.test.ts	84	function getData() {	CODE
LOW	packages/workflow/src/augment-object.ts	25	function getData(): unknown[] {	CODE
LOW⚡	…8n/task-runner-python/tests/unit/test_task_analyzer.py	594	"def helper(): pass",	STRING

Example Usage Blocks2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	docker/get-n8n.sh	5	# Usage:	COMMENT
LOW	packages/@n8n/instance-ai/scripts/run-eval-lanes.sh	5	# Usage:	COMMENT

AI Structural Patterns1 hit · 0 pts

Severity	File	Line	Snippet	Context
LOW	.agents/skills/testmax-n8n-ai/scripts/build_report.py	1642		CODE

n8n-io/n8n

Open-Source Code Quality, Security and Technical Debt Review