Skyvern-AI/skyvern

Pattern Findings

The scanner identified 40982 distinct pattern matches across 27 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 Identifiers30077 hits · 24506 pts

Severity	File	Line	Snippet	Context
LOW	skyvern-frontend/localServer.js	33	function resolveOrganizationApiKey(env = process.env) {	CODE
LOW	skyvern-frontend/localServer.js	46	function formatApiBaseUrlForLogging(value) {	CODE
LOW	skyvern-frontend/localServer.js	94	function resolveLocalServerConfiguration({	CODE
LOW	skyvern-frontend/localServer.js	118	function createUiSessionNonceManager(secret) {	CODE
LOW	skyvern-frontend/localServer.js	155	function issueUiSessionNonceCookie(request, response, nonceManager) {	CODE
LOW	skyvern-frontend/vite.config.ts	31	function resolveOrganizationApiKey(env: UiSessionEnvironment): string \| null {	CODE
LOW	skyvern-frontend/src/util/timeFormat.ts	94	function localTimeFormatWithShortDate(time: string): string {	CODE
LOW	skyvern-frontend/src/util/googleSheetsUrl.ts	11	export function extractSpreadsheetIdFromUrl(input: string): string \| null {	CODE
LOW	skyvern-frontend/src/util/dashboardLoadStateActive.ts	2	function isDashboardLoadStateActive({	CODE
LOW	skyvern-frontend/src/util/geoData.ts	153	export function geoTargetToProxyLocationInput(	CODE
LOW	skyvern-frontend/src/util/lazyWithReload.ts	75	export function installChunkLoadErrorHandler(): void {	CODE
LOW	skyvern-frontend/src/util/novncGestureCrashGuard.ts	12	export function installNoVncGestureCrashGuard(): void {	CODE
LOW	skyvern-frontend/src/util/tson.ts	112	function replaceBracesOutsideQuotes(input: string): string {	CODE
LOW	skyvern-frontend/src/util/translationCrashGuard.ts	3	export function installTranslationCrashGuard(): void {	CODE
LOW⚡	skyvern-frontend/src/util/env.ts	67	function setRuntimeCredentialReady(ready: Promise<unknown>): void {	CODE
LOW⚡	skyvern-frontend/src/util/env.ts	71	function whenRuntimeCredentialReady(): Promise<unknown> {	CODE
LOW⚡	skyvern-frontend/src/util/env.ts	75	function subscribeToRuntimeCredential(listener: () => void): () => void {	CODE
LOW⚡	skyvern-frontend/src/util/env.ts	82	function notifyRuntimeCredentialChanged(): void {	CODE
LOW	skyvern-frontend/src/util/env.ts	105	function getRuntimeApiKeyExpiresAt(): number \| null {	CODE
LOW	skyvern-frontend/src/util/failureCategoryDisplay.ts	125	function getFailureCategoryDisplay({	CODE
LOW	skyvern-frontend/src/util/lazyWithReload.test.ts	10	function dispatchUnhandledRejection(reason: unknown): void {	CODE
LOW	skyvern-frontend/src/util/caretPosition.ts	47	function getTextareaCaretCoordinates(	CODE
LOW	skyvern-frontend/src/util/recordBrowserTelemetry.ts	37	export function markRecordBrowserProcessed(blockCount: number): void {	CODE
LOW	skyvern-frontend/src/util/recordBrowserTelemetry.ts	48	export function captureRecordBrowserUndoAfterRecordingIfRecent(	CODE
LOW	…yvern-frontend/src/util/onboarding/onboardingReplay.ts	17	function isOnboardingReplayRequested(): boolean {	CODE
LOW	…rn-frontend/src/util/onboarding/OnboardingTelemetry.ts	128	function questionnaireResponseProperties(input: QuestionnaireResponseInput) {	CODE
LOW	…rn-frontend/src/util/onboarding/OnboardingTelemetry.ts	139	function questionnaireAnswerProperties(answers: QuestionnaireAnswersV1) {	CODE
LOW	…ontend/src/util/onboarding/credentialSetupTelemetry.ts	23	function credentialSetupCtaClicked(	CODE
LOW	…ntend/src/util/onboarding/recoveryGuidanceTelemetry.ts	107	function hasRecoveryGuidanceTelemetryContext(	CODE
LOW	…ntend/src/util/onboarding/recoveryGuidanceTelemetry.ts	125	function isRecoveryGuidanceTelemetryContext(	CODE
LOW	…ntend/src/util/onboarding/recoveryGuidanceTelemetry.ts	131	function isRecoveryGuidanceRetryNavigation(	CODE
LOW	…ntend/src/util/onboarding/recoveryGuidanceTelemetry.ts	142	function getRecoveryGuidanceRetryContext(	CODE
LOW	…ntend/src/util/onboarding/recoveryGuidanceTelemetry.ts	156	function getRecoveryGuidanceRetryNavigation(	CODE
LOW	skyvern-frontend/src/util/onboarding/rolloutGating.ts	26	function isFirstFailedRunRecoveryEligible(args: {	CODE
LOW	…-frontend/src/providers/RuntimeFeatureFlagProvider.tsx	7	function RuntimeFeatureFlagProvider({ children }: PropsWithChildren) {	CODE
LOW	…ntend/src/components/ParameterAutocompleteDropdown.tsx	37	function ParameterAutocompleteDropdown({	CODE
LOW	…frontend/src/components/WorkflowBlockInputTextarea.tsx	36	function WorkflowBlockInputTextarea(props: Props) {	CODE
LOW	…rc/components/AzureClientSecretCredentialTokenForm.tsx	39	export function AzureClientSecretCredentialTokenForm({	CODE
LOW	…vern-frontend/src/components/browserStreamClipboard.ts	80	async function handleVncClipboardPasteShortcut(	CODE
LOW	…d/src/components/CustomCredentialServiceConfigForm.tsx	42	export function CustomCredentialServiceConfigForm({ onSuccess }: Props = {}) {	CODE
LOW	…-frontend/src/components/TriggerTypeFilterDropdown.tsx	40	function TriggerTypeFilterDropdown({ values, onChange }: Props) {	CODE
LOW	skyvern-frontend/src/components/SelectionCheckbox.tsx	66	function SelectionHeaderCheckboxCell({	CODE
LOW	…rontend/src/components/ConnectedEmailAccountPicker.tsx	106	function ConnectedEmailAccountPicker({	CODE
LOW	…ontend/src/components/CredentialFallbackRetryBadge.tsx	14	function CredentialFallbackRetryBadge({ retriedFromWorkflowRunId }: Props) {	CODE
LOW	…frontend/src/components/GlobalNotificationListener.tsx	36	function GlobalNotificationListener() {	CODE
LOW	…rontend/src/components/GoogleOAuthClientConfigForm.tsx	44	export function GoogleOAuthClientConfigForm({ onSuccess }: Props = {}) {	CODE
LOW	…/DataSchemaInputGroup/WorkflowDataSchemaInputGroup.tsx	49	function WorkflowDataSchemaInputGroup({	CODE
LOW	…src/components/onboarding/FirstRunRecoveryGuidance.tsx	26	function shouldShowRecoveryGuidance({	CODE
LOW	…frontend/src/hooks/useAnalyticsAnomalyDetectionFlag.ts	6	export function useAnalyticsAnomalyDetectionFlag(): boolean \| undefined {	CODE
LOW	…rn-frontend/src/hooks/useShouldNotifyWhenClosingTab.ts	3	function useShouldNotifyWhenClosingTab(shouldNotify: boolean) {	CODE
LOW	…rn-frontend/src/hooks/useClearOrganizationAuthToken.ts	16	export function useClearOrganizationAuthToken({	CODE
LOW	…yvern-frontend/src/hooks/useRecordingElapsedSeconds.ts	5	export function useRecordingElapsedSeconds(): number {	CODE
LOW	skyvern-frontend/src/hooks/useWorkflowTaggingEnabled.ts	16	function useWorkflowTaggingEnabled(): boolean {	CODE
LOW	…frontend/src/hooks/useCustomCredentialServiceConfig.ts	14	export function useCustomCredentialServiceConfig() {	CODE
LOW	…rn-frontend/src/hooks/useAzureClientCredentialToken.ts	12	export function useAzureClientCredentialToken() {	CODE
LOW	…yvern-frontend/src/hooks/useLocalStorageFormDefault.ts	11	export function useLocalStorageFormDefault(	CODE
LOW	skyvern-frontend/src/hooks/useSpeechToText.ts	52	function getSpeechRecognitionConstructor():	CODE
LOW	skyvern-frontend/src/hooks/useSpeechToText.ts	61	export function isSpeechRecognitionSupported(): boolean {	CODE
LOW	skyvern-frontend/src/hooks/useSpeechToText.ts	168	function microphonePermissionErrorMessage(error: unknown): string {	CODE
LOW	skyvern-frontend/src/hooks/useSpeechToText.ts	180	async function requestMicrophonePermission(): Promise<void> {	CODE
30017 more matches not shown…

Cross-Language Confusion869 hits · 4249 pts

Severity	File	Line	Snippet	Context
HIGH	tests/unit/test_click_desired_state.py	1936	" return !!(row && row.getAttribute('aria-selected') === 'true'); }",	CODE
HIGH	tests/unit/test_click_desired_state.py	1949	" return !!(row && row.classList.contains('app-picked')); }",	CODE
HIGH	tests/unit/test_taskv3_loop.py	11280	# no resolve_seconds -- absent, not null, so the two are distinguishable in the read.	COMMENT
HIGH	tests/unit/test_taskv3_loop.py	13659	assert not undefined, f"finish statuses the description does not define exactly once: {undefined}"	CODE
HIGH⚡	tests/unit/test_multi_field_totp.py	5078	scope.nodes.push({...makeBox('xxxx'), getAttribute: name => ({type: 'hidden'})[name] ?? null});	CODE
HIGH⚡	tests/unit/test_multi_field_totp.py	5078	scope.nodes.push({...makeBox('xxxx'), getAttribute: name => ({type: 'hidden'})[name] ?? null});	CODE
HIGH⚡	tests/unit/test_multi_field_totp.py	5079	scope.nodes.push({...makeBox('x'), getAttribute: name => ({type: 'text', maxlength: '1', 'aria-hidden': 'tru	CODE
HIGH⚡	tests/unit/test_multi_field_totp.py	5079	scope.nodes.push({...makeBox('x'), getAttribute: name => ({type: 'text', maxlength: '1', 'aria-hidden': 'tru	CODE
HIGH⚡	tests/unit/test_multi_field_totp.py	5080	scope.nodes.push({...makeBox('x'), display: 'none'});	CODE
HIGH	tests/unit/test_multi_field_totp.py	617	if (box.value && boxes[i + 1]) boxes[i + 1].focus();	CODE
HIGH	tests/unit/test_multi_field_totp.py	992	pending.push(...node.children);	CODE
HIGH	tests/unit/test_multi_field_totp.py	1007	siblings.push(input);	CODE
HIGH	tests/unit/test_multi_field_totp.py	5046	console.debug = value => counts.push(value);	CODE
HIGH	tests/unit/test_multi_field_totp.py	5061	isConnected: true, value, getAttribute: name => ({type: 'text', maxlength: '1'})[name] ?? null});	CODE
HIGH	tests/unit/test_cdp_download_interceptor.py	1381	"""A malformed CDP event can carry a non-string ``request.url`` (e.g. null); the redactor must stay	STRING
HIGH	tests/unit/test_cdp_download_interceptor.py	2638	"""A malformed challenge (``authChallenge`` or ``request`` null) must be caught into the attributed	STRING
HIGH⚡	…/unit/test_adopted_session_blob_iframe_recovery_e2e.py	752	# A page defines a non-writable, non-configurable same-name property (null/undefined). Install must	COMMENT
HIGH	…/unit/test_adopted_session_blob_iframe_recovery_e2e.py	81	urls.push(url);	CODE
HIGH⚡	…/unit/test_adopted_session_blob_iframe_recovery_e2e.py	531	revokeUndefined: revokeReturn === undefined };	STRING
HIGH⚡	…/unit/test_adopted_session_blob_iframe_recovery_e2e.py	760	value: v === 'null' ? null : undefined, writable: false, configurable: false, enumerable: true,	STRING
HIGH⚡	…/unit/test_adopted_session_blob_iframe_recovery_e2e.py	773	isNull: window.__skyvernBlobRetention === null,	STRING
HIGH⚡	…/unit/test_adopted_session_blob_iframe_recovery_e2e.py	774	isUndefined: window.__skyvernBlobRetention === undefined,	STRING
HIGH	…/unit/test_adopted_session_blob_iframe_recovery_e2e.py	576	stillPresent: !!window.__skyvernBlobRetention && window.__skyvernBlobRetention.note === 'page-owned',	STRING
HIGH	…/unit/test_adopted_session_blob_iframe_recovery_e2e.py	647	skyvernDropped: window.__skyvernBlobRetention === undefined,	STRING
HIGH	…/unit/test_adopted_session_blob_iframe_recovery_e2e.py	710	dropped: window.__skyvernBlobRetention === undefined,	STRING
HIGH	…/unit/test_adopted_session_blob_iframe_recovery_e2e.py	737	dropped: window.__skyvernBlobRetention === undefined,	STRING
HIGH	…/unit/test_adopted_session_blob_iframe_recovery_e2e.py	804	dropped: window.__skyvernBlobRetention === undefined,	STRING
HIGH⚡	tests/unit/test_mcp_workflow_create_defaults.py	452	"""AC3 on create: a legacy block cloned via workflow get (prompt: null) gets neither prompt nor steps."""	STRING
HIGH	tests/unit/test_mcp_workflow_create_defaults.py	379	"""Blocks without a prompt (missing key or explicit null) are legacy and get no steps."""	STRING
HIGH⚡	tests/unit/test_skycdp_transport.py	77	socket.push({"id": frame["id"], "result": {"frameId": "F1"}})	CODE
HIGH⚡	tests/unit/test_skycdp_transport.py	93	socket.push({"id": second_id, "result": {"value": 2}})	CODE
HIGH⚡	tests/unit/test_skycdp_transport.py	94	socket.push({"id": first_id, "result": {"value": 1}})	CODE
HIGH⚡	tests/unit/test_skycdp_transport.py	109	socket.push({"id": socket.sent[0]["id"], "sessionId": "S1", "result": {"root": {}}})	CODE
HIGH⚡	tests/unit/test_skycdp_transport.py	122	socket.push({"id": socket.sent[0]["id"], "result": {"targetInfos": []}})	CODE
HIGH⚡	tests/unit/test_skycdp_transport.py	133	socket.push(	CODE
HIGH⚡	tests/unit/test_skycdp_transport.py	175	socket.push({"method": "Target.targetCreated", "params": {"targetInfo": {"targetId": "T1"}}})	CODE
HIGH⚡	tests/unit/test_skycdp_transport.py	176	socket.push({"method": "Page.loadEventFired", "sessionId": "S1", "params": {"timestamp": 1}})	CODE
HIGH⚡	tests/unit/test_skycdp_transport.py	177	socket.push({"method": "Page.loadEventFired", "sessionId": "S2", "params": {"timestamp": 2}})	CODE
HIGH⚡	tests/unit/test_skycdp_transport.py	193	socket.push({"method": "Target.targetCreated", "params": {}})	CODE
HIGH⚡	tests/unit/test_skycdp_transport.py	211	socket.push({"method": "Target.targetCreated", "params": {"n": 1}})	CODE
HIGH⚡	tests/unit/test_skycdp_transport.py	212	socket.push({"method": "Target.targetCreated", "params": {"n": 2}})	CODE
HIGH	tests/unit/test_skycdp_transport.py	154	socket.push(	CODE
HIGH	tests/unit/test_copilot_streaming_adapter.py	1470	'"next_block_label": null, '	CODE
HIGH	tests/unit/test_browser_session_address_write.py	9	from sqlalchemy import null, select	CODE
HIGH	tests/unit/test_paste_text_action.py	215	window.observedClipboardWrites.push(text);	STRING
HIGH	tests/unit/test_bitwarden_login.py	460	# 2025.9.0 spells an empty field as an explicit null, 2026.9.0 leaves the key out.	COMMENT
HIGH	tests/unit/test_bitwarden_login.py	355	'{"response":null,"statusCode":500}',	CODE
HIGH	tests/unit/test_bitwarden_login.py	358	'{"serverUrl":null,"lastSync":null,"status":"unlocked"}',	CODE
HIGH	tests/unit/test_skycdp_connection_sessions.py	44	self._socket.push(	CODE
HIGH⚡	tests/unit/test_skycdp_connection_sessions.py	57	self._socket.push({"id": frame_id, "result": {"sessionId": self._next_session_id}})	CODE
HIGH⚡	tests/unit/test_skycdp_connection_sessions.py	59	self._socket.push({"id": frame_id, "result": {}})	CODE
HIGH	tests/unit/test_skycdp_connection_sessions.py	77	socket.push(	CODE
HIGH	tests/unit/test_skycdp_connection_sessions.py	134	socket.push({"method": "Target.detachedFromTarget", "params": {"sessionId": "S-supp"}})	CODE
HIGH	tests/unit/test_skycdp_connection_sessions.py	211	socket.push({"method": "Target.targetDestroyed", "params": {"targetId": "T1"}})	CODE
HIGH⚡	tests/unit/test_cdp_connection.py	59	assert parse_default_cdp_connect_headers('{"x-api-key": "secret", "x-bad": 42, "x-null": null}') == {	CODE
HIGH⚡	tests/unit/test_cli_shared_core.py	26	"Run `pip install skyvern && skyvern browser serve --tunnel` to bridge "	CODE
HIGH	tests/unit/test_copilot_build_test_outcome.py	378	# Top-level names are the only answer when a root is undefined, so trimming must not empty them first.	COMMENT
HIGH	tests/unit/test_code_block_captcha.py	1928	if (callbackName && typeof window[callbackName] === "function") {	CODE
HIGH	tests/unit/test_credential_update_params.py	372	# SKY-12724 item 1: choosing Auto sends browser_profile_id=null, which must unlink the profile.	COMMENT
HIGH⚡	tests/unit/test_bitwarden_session_cache.py	415	'Syncing failed: {"response":null,"statusCode":401}',	CODE
809 more matches not shown…

Decorative Section Separators785 hits · 3042 pts

Severity	File	Line	Snippet	Context
MEDIUM	entrypoint-skyvern.sh	5	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	entrypoint-skyvern.sh	8	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	docker-compose.yml	50	# ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	docker-compose.yml	61	# ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	docker-compose.yml	84	# =========================	COMMENT
MEDIUM	docker-compose.yml	86	# =========================	COMMENT
MEDIUM	k8s/charts/skyvern-ui/values.yaml	13	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	k8s/charts/skyvern-ui/values.yaml	21	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_copilot_non_retriable_nav.py	349	# ---------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/unit/test_copilot_non_retriable_nav.py	351	# ---------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/unit/test_copilot_non_retriable_nav.py	467	# ---------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/unit/test_copilot_non_retriable_nav.py	469	# ---------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/unit/test_copilot_non_retriable_nav.py	481	# ---------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/unit/test_copilot_non_retriable_nav.py	483	# ---------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/unit/test_copilot_non_retriable_nav.py	536	# ---------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/unit/test_copilot_non_retriable_nav.py	538	# ---------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/unit/test_copilot_non_retriable_nav.py	548	# ---------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/unit/test_copilot_non_retriable_nav.py	550	# ---------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/unit/test_copilot_non_retriable_nav.py	553	# ---------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/unit/test_copilot_non_retriable_nav.py	555	# ---------------------------------------------------------------------------	STRING
MEDIUM	tests/unit/test_copilot_non_retriable_nav.py	255	# ---------------------------------------------------------------------------	STRING
MEDIUM	tests/unit/test_copilot_non_retriable_nav.py	257	# ---------------------------------------------------------------------------	STRING
MEDIUM⚡	tests/unit/test_click_desired_state.py	414	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_click_desired_state.py	416	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_click_desired_state.py	490	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_click_desired_state.py	492	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_click_desired_state.py	660	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_click_desired_state.py	662	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_click_desired_state.py	797	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_click_desired_state.py	799	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_click_desired_state.py	1189	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_click_desired_state.py	1194	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_click_desired_state.py	1270	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_click_desired_state.py	1277	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_click_desired_state.py	1672	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_click_desired_state.py	1679	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_click_desired_state.py	2154	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_click_desired_state.py	2162	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_click_desired_state.py	2244	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_click_desired_state.py	2248	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit/test_click_desired_state.py	954	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit/test_click_desired_state.py	959	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_auto_completion_location.py	28	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_auto_completion_location.py	30	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_auto_completion_location.py	98	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_auto_completion_location.py	100	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_auto_completion_location.py	413	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_auto_completion_location.py	415	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit/test_auto_completion_location.py	471	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/unit/test_auto_completion_location.py	473	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_browser_session_download_artifacts.py	77	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_browser_session_download_artifacts.py	79	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_browser_session_download_artifacts.py	210	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_browser_session_download_artifacts.py	212	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_browser_session_download_artifacts.py	354	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_browser_session_download_artifacts.py	356	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_browser_session_download_artifacts.py	540	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_browser_session_download_artifacts.py	542	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_cached_artifact_bundling.py	21	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/unit/test_cached_artifact_bundling.py	23	# ---------------------------------------------------------------------------	COMMENT
725 more matches not shown…

Excessive Try-Catch Wrapping2823 hits · 2286 pts

Severity	File	Line	Snippet	Context
LOW	run_streaming.py	27	except Exception:	CODE
LOW	run_streaming.py	54	except Exception:	CODE
LOW	run_streaming.py	74	except Exception:	CODE
LOW	run_streaming.py	84	except Exception:	CODE
MEDIUM	tests/unit/test_click_desired_state.py	32	def _has_playwright_browser() -> bool:	CODE
LOW	tests/unit/test_click_desired_state.py	38	except Exception:	CODE
MEDIUM	tests/unit/test_multi_field_totp.py	96	def _has_playwright_browser() -> bool:	CODE
LOW	tests/unit/test_multi_field_totp.py	102	except Exception:	CODE
LOW	tests/unit/test_download_popup_lifecycle_e2e.py	47	except Exception:	CODE
MEDIUM	tests/unit/test_download_popup_lifecycle_e2e.py	41	def _deps_available() -> bool:	CODE
LOW	tests/unit/test_copilot_requested_output_designation.py	30	except Exception:	CODE
MEDIUM	tests/unit/test_copilot_requested_output_designation.py	26	def _has_playwright_chromium() -> bool:	CODE
LOW	…it/test_copilot_generated_browser_page_state_repair.py	606	except Exception as exc:	CODE
LOW	tests/unit/test_scrape_frame_decision.py	36	except Exception:	CODE
MEDIUM	tests/unit/test_scrape_frame_decision.py	30	def _has_playwright_browser() -> bool:	CODE
MEDIUM	…/unit/test_adopted_session_blob_iframe_recovery_e2e.py	40	def _has_playwright_browser() -> bool:	CODE
LOW	…/unit/test_adopted_session_blob_iframe_recovery_e2e.py	46	except Exception:	CODE
LOW	tests/unit/test_iframe_mcp_e2e.py	67	except Exception:	CODE
LOW	tests/unit/test_iframe_mcp_e2e.py	190	except Exception:	CODE
LOW	tests/unit/test_get_scripts_query.py	75	except Exception:	CODE
MEDIUM	tests/unit/test_paste_text_action.py	38	def _has_playwright_browser() -> bool:	CODE
LOW	tests/unit/test_paste_text_action.py	44	except Exception:	CODE
LOW⚡	…unit/test_copilot_code_artifact_metadata_violations.py	500	except Exception:	CODE
LOW⚡	…unit/test_copilot_code_artifact_metadata_violations.py	569	except Exception:	CODE
LOW⚡	…unit/test_copilot_code_artifact_metadata_violations.py	586	except Exception:	CODE
LOW	…unit/test_copilot_code_artifact_metadata_violations.py	416	except Exception:	CODE
LOW	tests/unit/test_pre_action_blob_retention_e2e.py	46	except Exception:	CODE
LOW	tests/unit/test_pre_action_blob_retention_e2e.py	124	except Exception:	STRING
MEDIUM	tests/unit/test_pre_action_blob_retention_e2e.py	40	def _deps_available() -> bool:	CODE
MEDIUM	tests/unit/test_code_block_recording.py	56	def _has_playwright_chromium() -> bool:	CODE
LOW	tests/unit/test_code_block_recording.py	60	except Exception:	CODE
LOW⚡	tests/unit/test_code_block_sandbox.py	248	except Exception as error:	CODE
LOW	tests/unit/test_code_block_sandbox.py	158	except Exception:	CODE
LOW	tests/unit/test_code_block_sandbox.py	219	except Exception as error:	CODE
LOW	tests/unit/test_code_block_sandbox.py	235	except Exception as error:	CODE
LOW	tests/unit/test_code_block_sandbox.py	2082	except Exception as e: # noqa: BLE001	CODE
LOW	tests/unit/test_iframe_e2e.py	31	except Exception:	CODE
LOW	tests/unit/test_agent_step_artifact_tracker.py	42	except Exception:	CODE
LOW⚡	tests/unit/test_pdf_download_fixes.py	191	except Exception:	CODE
LOW	tests/unit/test_pdf_download_fixes.py	129	except Exception:	CODE
LOW	tests/unit/test_pdf_download_fixes.py	161	except Exception:	CODE
LOW	tests/unit/test_workflow_service_cancel.py	691	except Exception:	CODE
LOW	tests/unit/test_download_query_backslash_refetch_e2e.py	39	except Exception:	CODE
MEDIUM	tests/unit/test_download_query_backslash_refetch_e2e.py	33	def _deps_available() -> bool:	CODE
LOW	tests/unit/test_saved_session_proxy_pin.py	295	except Exception as exc:	CODE
MEDIUM	tests/unit/test_copilot_agent_helpers.py	4818	def test_recoverable_failure_ignores_a_transient_inherited_from_the_previous_att	CODE
LOW	tests/unit/test_copilot_agent_helpers.py	4858	except Exception:	STRING
LOW	tests/unit/test_code_block_downloads.py	1078	except Exception:	CODE
LOW	tests/unit/copilot_test_helpers.py	901	except Exception:	CODE
MEDIUM	tests/unit/copilot_test_helpers.py	897	def _has_playwright_browser() -> bool:	CODE
LOW	tests/unit/test_download_in_page_fetch_recovery_e2e.py	36	except Exception:	CODE
MEDIUM	tests/unit/test_download_in_page_fetch_recovery_e2e.py	29	def _deps_available() -> bool:	CODE
LOW	tests/unit/_workflow_block_engine_fakes.py	80	except Exception:	CODE
LOW	tests/unit/test_missing_starter_url.py	448	except Exception:	CODE
LOW	tests/unit/test_task_v2_loop_inline_values.py	62	except Exception:	CODE
LOW	tests/unit/test_select_shadow_match.py	1275	except Exception as exc:	CODE
MEDIUM	tests/unit/test_llm_response_parsing.py	31	def test_coerce_response_to_dict_variants(response, expected):	CODE
LOW⚡	tests/unit/test_llm_response_parsing.py	35	except Exception:	CODE
MEDIUM	tests/unit/test_copilot_composition_evidence.py	3485	def _has_playwright_browser() -> bool:	CODE
MEDIUM	tests/unit/test_copilot_composition_evidence.py	5743	def _playwright_chromium_available() -> bool:	CODE
2763 more matches not shown…

Unused Imports3193 hits · 2216 pts

Severity	File	Line	Context
LOW	…evaluation/extract_action/scripts/install_directory.py	3	CODE
LOW	tests/unit/test_copilot_non_retriable_nav.py	8	CODE
LOW	tests/unit/test_copilot_video_attachments.py	1	CODE
LOW	…_real_browser_manager_publisher_self_stops_on_close.py	7	CODE
LOW	tests/unit/test_click_desired_state.py	13	CODE
LOW	tests/unit/test_login_block_missing_credential.py	8	CODE
LOW	…sts/unit/test_workflow_definition_version_inference.py	9	CODE
LOW	tests/unit/test_verifier_goal_unwrap.py	9	CODE
LOW	tests/unit/test_mcp_scope_visibility.py	1	CODE
LOW	tests/unit/test_copilot_token_accounting.py	3	CODE
LOW	tests/unit/test_skycdp_endpoint_resolution.py	15	CODE
LOW	tests/unit/test_skycdp_evaluation.py	13	CODE
LOW	tests/unit/test_normal_select_deterministic.py	1	CODE
LOW	tests/unit/test_webhook_delivery_retry.py	3	CODE
LOW	tests/unit/test_quickstart_server_extra.py	1	CODE
LOW	tests/unit/test_transient_ui_capture_experiment.py	9	CODE
LOW	tests/unit/test_masked_prompt.py	1	CODE
LOW	tests/unit/test_copilot_scout_act_observe.py	6	CODE
LOW	tests/unit/test_mcp_trajectory.py	1	CODE
LOW	tests/unit/test_auto_completion_location.py	7	CODE
LOW	tests/unit/test_init_command.py	1	CODE
LOW	tests/unit/test_record_artifacts_popup_preserving.py	10	CODE
LOW	tests/unit/test_browser_session_download_artifacts.py	18	CODE
LOW	tests/unit/test_copilot_run_output_content_gate.py	7	CODE
LOW	tests/unit/test_workflow_run_parameter_batching.py	8	CODE
LOW	tests/unit/test_parameter_reference_guard.py	3	CODE
LOW	…ts/unit/test_copilot_tools_credential_id_misbinding.py	1	CODE
LOW	tests/unit/test_copilot_code_block_persist_seam.py	8	CODE
LOW	tests/unit/test_run_recording_clips.py	1	CODE
LOW	tests/unit/test_copilot_diagnosis_repair_contract.py	1	CODE
LOW	tests/unit/test_qa_skill_content.py	1	CODE
LOW	tests/unit/test_taskv3_loop.py	9	CODE
LOW	tests/unit/test_copilot_secret_scrub.py	6	CODE
LOW	tests/unit/test_credential_fallback.py	1	CODE
LOW	tests/unit/test_downloaded_files_artifact_urls.py	3	CODE
LOW	tests/unit/test_copilot_hooks.py	3	CODE
LOW	tests/unit/_sql_recording.py	1	CODE
LOW	tests/unit/test_taskv3_goal_composition.py	3	CODE
LOW	tests/unit/_schedule_fakes.py	1	CODE
LOW	tests/unit/test_ngrok_helpers.py	1	CODE
LOW	tests/unit/test_run_sdk_action_failures.py	1	CODE
LOW	tests/unit/test_copilot_watchdog.py	3	CODE
LOW	tests/unit/test_workflow_copilot_route_helpers.py	10	CODE
LOW	tests/unit/test_copilot_enforcement_pruning.py	9	CODE
LOW	tests/unit/test_mcp_workflow_route_prefixes.py	16	CODE
LOW	tests/unit/test_fetch_file_bytes_query_backslash.py	16	CODE
LOW	tests/unit/test_select_option_blocking_overlay.py	12	CODE
LOW	tests/unit/test_multi_field_totp.py	3	CODE
LOW	tests/unit/test_copilot_author_time_refusal_residue.py	1	CODE
LOW	tests/unit/_chrome_profile_fixtures.py	3	CODE
LOW	tests/unit/test_real_browser_state_on_close_hook.py	7	CODE
LOW	tests/unit/test_download_popup_lifecycle_e2e.py	7	CODE
LOW	tests/unit/test_skycdp_route_matching.py	15	CODE
LOW	tests/unit/test_copilot_narrative_activity.py	1	CODE
LOW	tests/unit/test_otp_service.py	3	CODE
LOW	tests/unit/test_span_exception_redaction.py	8	CODE
LOW	…sts/unit/test_workflow_system_prompt_llm_forwarding.py	11	CODE
LOW	tests/unit/conftest.py	61	CODE
LOW	tests/unit/conftest.py	61	CODE
LOW	tests/unit/conftest.py	63	CODE
3133 more matches not shown…

Empty Error Handlers293 hits · 1415 pts

Severity	File	Line	Snippet	Context
HIGH	tests/unit/test_terminal_callback_binding.py	287	except TerminalBindingError:	CODE
HIGH	tests/unit/test_copilot_hooks.py	2797	except asyncio.TimeoutError:	CODE
HIGH	tests/unit/test_external_cdp_sessions.py	368	except ConnectionError:	CODE
HIGH	tests/unit/test_api_handler_factory.py	3341	except BaseException:	CODE
HIGH	tests/unit/test_agent_task_v3.py	2044	except _StepEngineDispatched:	CODE
HIGH	tests/unit/test_copilot_session_injection.py	288	except asyncio.CancelledError:	CODE
HIGH	tests/unit/test_copilot_session_injection.py	252	except asyncio.CancelledError:	CODE
HIGH	tests/unit/test_mcp_browser_tools.py	1814	except asyncio.CancelledError:	CODE
HIGH	tests/unit/test_mcp_browser_tools.py	4979	except asyncio.CancelledError:	CODE
HIGH	tests/unit/test_agent_protocol_idempotency.py	495	except TimeoutError:	CODE
HIGH	tests/unit/test_pre_action_blob_retention_e2e.py	124	except Exception:	CODE
HIGH	tests/unit/test_pdf_download_fixes.py	129	except Exception:	CODE
HIGH	tests/unit/test_pdf_download_fixes.py	161	except Exception:	CODE
HIGH	tests/unit/test_pdf_download_fixes.py	191	except Exception:	CODE
HIGH	tests/unit/test_workflow_service_cancel.py	691	except Exception:	CODE
HIGH	tests/unit/test_persistent_session_reaper.py	623	except BaseException:	CODE
HIGH	tests/unit/test_download_in_page_fetch_recovery_e2e.py	139	except (BrokenPipeError, ConnectionResetError, ssl.SSLError):	CODE
HIGH	tests/unit/test_missing_starter_url.py	448	except Exception:	CODE
HIGH	tests/unit/test_task_v2_loop_inline_values.py	62	except Exception:	CODE
HIGH	tests/unit/webeye/test_browser_factory_artifact_path.py	95	except asyncio.CancelledError:	CODE
HIGH	tests/unit/db/test_base_alchemy_db.py	79	except TimeoutError:	CODE
HIGH	tests/unit/embedded/test_tab_management_e2e.py	55	except Exception:	CODE
HIGH	tests/sdk/python_sdk/conftest.py	98	except Exception:	CODE
HIGH	…ll_predicate_from_ix_task_runs_org_toplevel_created.py	34	except Exception:	CODE
HIGH	…ll_predicate_from_ix_task_runs_org_toplevel_created.py	53	except Exception:	CODE
HIGH	…739fba3dc3d_add_persistent_session_workflow_binding.py	57	except Exception:	CODE
HIGH	…5-5516c5bf7762_add_run_history_columns_to_task_runs.py	65	except Exception:	CODE
HIGH	…2026_09_18_0344-214808602675_add_sms_2fa_foundation.py	64	except Exception:	CODE
HIGH	…2026_09_18_0344-214808602675_add_sms_2fa_foundation.py	113	except Exception:	CODE
HIGH	skyvern/config.py	1322	except Exception:	CODE
HIGH	skyvern/core/script_generations/script_skyvern_page.py	316	except Exception:	CODE
HIGH	skyvern/core/script_generations/script_skyvern_page.py	412	except Exception:	CODE
HIGH	skyvern/core/script_generations/real_skyvern_page_ai.py	1278	except Exception:	CODE
HIGH	skyvern/core/script_generations/skyvern_page.py	364	except Exception:	CODE
HIGH	skyvern/core/script_generations/skyvern_page.py	368	except Exception:	CODE
HIGH	skyvern/core/script_generations/skyvern_page.py	912	except Exception:	CODE
HIGH	skyvern/core/script_generations/skyvern_page.py	962	except Exception:	CODE
HIGH	skyvern/core/script_generations/skyvern_page.py	2556	except Exception:	CODE
HIGH	skyvern/core/script_generations/skyvern_page.py	3323	except Exception:	CODE
HIGH	skyvern/core/script_generations/skyvern_page.py	2092	except Exception:	CODE
HIGH	skyvern/browser_extension/cdp_adapter.py	1381	except Exception:	CODE
HIGH	skyvern/browser_extension/cdp_adapter.py	1403	except BrowserExtensionError:	CODE
HIGH	skyvern/browser_extension/cdp_adapter.py	1564	except KeyError:	CODE
HIGH	skyvern/browser_extension/cdp_adapter.py	222	except KeyError:	CODE
HIGH	skyvern/browser_extension/broker_server.py	2869	except OSError:	CODE
HIGH	skyvern/browser_extension/broker_server.py	579	except (EOFError, ConnectionError, OSError, asyncio.TimeoutError, asyncio.CancelledError):	CODE
HIGH	skyvern/browser_extension/broker_server.py	2317	except asyncio.CancelledError:	CODE
HIGH	skyvern/browser_extension/broker_server.py	2334	except (asyncio.CancelledError, BrowserExtensionNotConnectedError):	CODE
HIGH	skyvern/browser_extension/broker_server.py	2342	except asyncio.CancelledError:	CODE
HIGH	skyvern/browser_extension/broker_state.py	197	except FileExistsError:	CODE
HIGH	skyvern/browser_extension/broker_state.py	571	except FileExistsError:	CODE
HIGH	skyvern/browser_extension/broker_state.py	239	except BrowserExtensionBrokerError:	CODE
HIGH	skyvern/browser_extension/broker_state.py	141	except OSError:	CODE
HIGH	skyvern/browser_extension/broker_client.py	1272	except subprocess.TimeoutExpired:	CODE
HIGH	skyvern/browser_extension/broker_client.py	588	except (	CODE
HIGH	skyvern/browser_extension/broker_client.py	597	except BrowserExtensionBrokerError:	CODE
HIGH	skyvern/webeye/display_capture_bridge.py	259	except Exception: # noqa: BLE001,S110 - best-effort flush at teardown	CODE
HIGH	skyvern/webeye/display_capture_bridge.py	745	except Exception: # noqa: BLE001,S110 - best-effort shm detach at process exit; segment is IPC_RMID-marked	CODE
HIGH	skyvern/webeye/display_capture_bridge.py	255	except Exception: # noqa: BLE001,S110 - teardown must not raise; leftover handles die with the connection	CODE
HIGH	skyvern/webeye/display_capture_bridge.py	731	except OSError:	CODE
233 more matches not shown…

Magic Placeholder Names268 hits · 744 pts

Severity	File	Line	Snippet	Context
HIGH	README.md	230	skyvern = Skyvern(api_key="your-api-key")	CODE
HIGH	README.md	248	const skyvern = new Skyvern({ apiKey: "your-api-key" });	CODE
HIGH⚡	README.md	294	api_key="YOUR_API_KEY",	CODE
HIGH	README.md	326	skyvern = Skyvern(api_key="your-api-key")	CODE
HIGH	…yvern-frontend/src/routes/tasks/detail/TaskDetails.tsx	257	"x-api-key": apiCredential ?? "<your-api-key>",	CODE
HIGH	…frontend/src/routes/tasks/create/CreateNewTaskForm.tsx	763	"x-api-key": apiCredential ?? "<your-api-key>",	CODE
HIGH	…ern-frontend/src/routes/tasks/create/SavedTaskForm.tsx	775	"x-api-key": apiCredential ?? "<your-api-key>",	CODE
HIGH	…vern-frontend/src/routes/workflows/RunWorkflowForm.tsx	931	"x-api-key": apiCredential ?? "<your-api-key>",	CODE
HIGH	…/src/routes/workflows/studio/runview/RunPaneHeader.tsx	281	"x-api-key": apiCredential ?? "<your-api-key>",	CODE
HIGH	…ws/editor/nodes/HttpRequestNode/QuickHeadersDialog.tsx	50	{ name: "X-API-Key", value: "YOUR_API_KEY", description: "API key header" },	CODE
HIGH	tests/unit/test_cli_doctor.py	30	(frontend / ".env.example").write_text("VITE_SKYVERN_API_KEY=YOUR_API_KEY\n")	CODE
HIGH⚡	tests/unit/test_cli_doctor.py	123	assert CREDENTIAL_PLACEHOLDERS == ("", "PLACEHOLDER", "YOUR_API_KEY")	CODE
HIGH⚡	tests/unit/test_cli_doctor.py	131	("YOUR_API_KEY", True),	CODE
HIGH⚡	tests/unit/test_cli_doctor.py	146	(tmp_path / "skyvern-frontend" / ".env").write_text("VITE_SKYVERN_API_KEY=YOUR_API_KEY\n")	CODE
HIGH⚡	tests/unit/test_cli_doctor.py	168	assert is_frontend_api_key_placeholder("YOUR_API_KEY")	CODE
HIGH	docs/skill.md	44	client = Skyvern(api_key="YOUR_API_KEY")	CODE
HIGH	docs/skill.md	55	const client = new Skyvern({ apiKey: "YOUR_API_KEY" });	CODE
HIGH	docs/skill.md	65	-H "x-api-key: YOUR_API_KEY" \	CODE
HIGH	docs/skill.md	137	claude mcp add skyvern-cloud -- npx @anthropic-ai/skyvern-mcp@latest --skyvern-api-key YOUR_API_KEY	CODE
HIGH	docs/skill.md	146	"args": ["@anthropic-ai/skyvern-mcp@latest", "--skyvern-api-key", "YOUR_API_KEY"]	CODE
HIGH	skyvern-ts/client/README.md	41	const client = new SkyvernClient({ apiKey: "YOUR_API_KEY" });	CODE
HIGH	skyvern-ts/client/src/library/Skyvern.ts	50	* const skyvern = new Skyvern({ apiKey: "your-api-key" });	COMMENT
HIGH	skyvern/library/skyvern.py	84	skyvern = Skyvern(api_key="your-api-key")	STRING
HIGH	skyvern/cli/credential_placeholders.py	8	"YOUR_API_KEY",	CODE
HIGH	skyvern/cli/doctor.py	1135	const key = envKey && envKey !== "YOUR_API_KEY" ? envKey : generatedKey;	CODE
HIGH	skyvern/cli/quickstart.py	281	skyvern = Skyvern(api_key="YOUR_API_KEY")	CODE
HIGH	skyvern/cli/mcp_tools/README.md	23	claude mcp add-json skyvern '{"type":"http","url":"https://api.skyvern.com/mcp/","headers":{"x-api-key":"YOUR_API_KEY"}}	CODE
HIGH	skyvern/cli/mcp_tools/README.md	33	"headers": { "x-api-key": "YOUR_API_KEY" }	CODE
HIGH	skyvern/cli/mcp_tools/README.md	46	"headers": { "x-api-key": "YOUR_API_KEY" }	CODE
HIGH	skyvern/cli/mcp_tools/README.md	68	"SKYVERN_API_KEY": "YOUR_API_KEY"	CODE
HIGH	skyvern/forge/sdk/routes/agent_protocol.py	1278	"code": 'curl -X POST "https://api.skyvern.com/workflows/import-pdf" \\\n -H "Authorization: Be	CODE
HIGH	skyvern/forge/sdk/routes/internal_auth.py	63	if not token_candidate or token_candidate == "YOUR_API_KEY":	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	4	skyvern = Skyvern(api_key="YOUR_API_KEY")	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	9	const skyvern = new SkyvernClient({ apiKey: "YOUR_API_KEY" });	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	18	skyvern = Skyvern(api_key="YOUR_API_KEY")	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	23	const skyvern = new SkyvernClient({ apiKey: "YOUR_API_KEY" });	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	33	skyvern = Skyvern(api_key="YOUR_API_KEY")	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	39	const skyvern = new SkyvernClient({ apiKey: "YOUR_API_KEY" });	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	45	skyvern = Skyvern(api_key="YOUR_API_KEY")	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	50	const skyvern = new SkyvernClient({ apiKey: "YOUR_API_KEY" });	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	55	skyvern = Skyvern(api_key="YOUR_API_KEY")	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	60	const skyvern = new SkyvernClient({ apiKey: "YOUR_API_KEY" });	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	65	skyvern = Skyvern(api_key="YOUR_API_KEY")	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	70	const skyvern = new SkyvernClient({ apiKey: "YOUR_API_KEY" });	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	75	skyvern = Skyvern(api_key="YOUR_API_KEY")	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	98	skyvern = Skyvern(api_key="YOUR_API_KEY")	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	108	const skyvern = new SkyvernClient({ apiKey: "YOUR_API_KEY" });	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	118	skyvern = Skyvern(api_key="YOUR_API_KEY")	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	165	const skyvern = new SkyvernClient({ apiKey: "YOUR_API_KEY" });	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	175	skyvern = Skyvern(api_key="YOUR_API_KEY")	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	184	const skyvern = new SkyvernClient({ apiKey: "YOUR_API_KEY" });	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	687	skyvern = Skyvern(api_key="YOUR_API_KEY")	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	692	const skyvern = new SkyvernClient({ apiKey: "YOUR_API_KEY" });	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	697	skyvern = Skyvern(api_key="YOUR_API_KEY")	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	703	const skyvern = new SkyvernClient({ apiKey: "YOUR_API_KEY" });	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	711	skyvern = Skyvern(api_key="YOUR_API_KEY")	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	719	const skyvern = new SkyvernClient({ apiKey: "YOUR_API_KEY" });	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	727	skyvern = Skyvern(api_key="YOUR_API_KEY")	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	736	const skyvern = new SkyvernClient({ apiKey: "YOUR_API_KEY" });	CODE
HIGH⚡	skyvern/forge/sdk/routes/code_samples.py	745	skyvern = Skyvern(api_key="YOUR_API_KEY")	CODE
208 more matches not shown…

Cross-File Repetition146 hits · 730 pts

Severity	File	Line	Snippet	Context
HIGH	tests/unit/test_download_file_action_handler.py	0	page.goto-style response whose followed redirect chain visited ``urls`` in order.	STRING
HIGH	…sts/unit/test_chain_click_blocked_anchor_navigation.py	0	page.goto-style response whose followed redirect chain visited ``urls`` in order.	STRING
HIGH	tests/unit/test_navigation_action_handlers.py	0	page.goto-style response whose followed redirect chain visited ``urls`` in order.	STRING
HIGH	tests/unit/test_iframe_mcp_e2e.py	0	check that playwright's chromium binary exists for the current installed version.	STRING
HIGH	tests/unit/test_iframe_e2e.py	0	check that playwright's chromium binary exists for the current installed version.	STRING
HIGH	…sts/unit/workflow/test_block_browser_state_recovery.py	0	check that playwright's chromium binary exists for the current installed version.	STRING
HIGH	tests/unit/embedded/test_embedded_e2e.py	0	check that playwright's chromium binary exists for the current installed version.	STRING
HIGH	…026_05_22_2059-0b0bd1875c6e_add_cdp_connect_headers.py	0	select 1 from information_schema.columns where table_schema = current_schema() and table_name = :table_name and column_n	STRING
HIGH	…_0957-58c683692601_add_credential_run_serialization.py	0	select 1 from information_schema.columns where table_schema = current_schema() and table_name = :table_name and column_n	STRING
HIGH	…026_05_22_1755-9f512f2da31e_add_cdp_connect_headers.py	0	select 1 from information_schema.columns where table_schema = current_schema() and table_name = :table_name and column_n	STRING
HIGH	skyvern/schemas/tags.py	0	response for the run-tags batch endpoint. runs with no tags are present with an empty list so the frontend can distingui	STRING
HIGH	skyvern/client/types/workflow_tags_batch_response.py	0	response for the run-tags batch endpoint. runs with no tags are present with an empty list so the frontend can distingui	STRING
HIGH	skyvern/client/types/run_tags_batch_response.py	0	response for the run-tags batch endpoint. runs with no tags are present with an empty list so the frontend can distingui	STRING
HIGH	skyvern/schemas/docs/doc_strings.py	0	geographic proxy location to route the browser traffic through. this is only available in skyvern cloud. available geota	STRING
HIGH	skyvern/client/types/workflow_run_request_output.py	0	geographic proxy location to route the browser traffic through. this is only available in skyvern cloud. available geota	STRING
HIGH	skyvern/client/types/task_run_request_output.py	0	geographic proxy location to route the browser traffic through. this is only available in skyvern cloud. available geota	STRING
HIGH	skyvern/schemas/docs/doc_strings.py	0	identifier for the totp/2fa/mfa code when the code is pushed to skyvern. refer to https://www.skyvern.com/docs/credentia	STRING
HIGH	skyvern/client/types/workflow_run_request_output.py	0	identifier for the totp/2fa/mfa code when the code is pushed to skyvern. refer to https://www.skyvern.com/docs/credentia	STRING
HIGH	skyvern/client/types/task_run_request_output.py	0	identifier for the totp/2fa/mfa code when the code is pushed to skyvern. refer to https://www.skyvern.com/docs/credentia	STRING
HIGH	skyvern/schemas/docs/doc_strings.py	0	url that serves totp/2fa/mfa codes for skyvern to use during the workflow run. refer to https://www.skyvern.com/docs/cre	STRING
HIGH	skyvern/client/types/workflow_run_request_output.py	0	url that serves totp/2fa/mfa codes for skyvern to use during the workflow run. refer to https://www.skyvern.com/docs/cre	STRING
HIGH	skyvern/client/types/task_run_request_output.py	0	url that serves totp/2fa/mfa codes for skyvern to use during the workflow run. refer to https://www.skyvern.com/docs/cre	STRING
HIGH	skyvern/client/types/google_sheets_read_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/text_prompt_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/send_email_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/conditional_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/file_parser_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/email_inbox_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/while_loop_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/url_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/print_page_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/action_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/navigation_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/pdf_parser_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/for_loop_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/google_sheets_write_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/human_interaction_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/task_v2block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/pdf_fill_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/file_upload_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/split_pdf_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/download_to_s3block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/task_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/validation_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/upload_to_s3block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/login_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/http_request_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/wait_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/code_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/file_download_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/extraction_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/workflow_trigger_block_yaml.py	0	author-facing identifier; must be unique per workflow.	STRING
HIGH	skyvern/client/types/google_sheets_read_block_yaml.py	0	optional pointer to the label of the next block. when omitted, it will default to sequential order. see [[s-4bnl]].	STRING
HIGH	skyvern/client/types/text_prompt_block_yaml.py	0	optional pointer to the label of the next block. when omitted, it will default to sequential order. see [[s-4bnl]].	STRING
HIGH	skyvern/client/types/send_email_block_yaml.py	0	optional pointer to the label of the next block. when omitted, it will default to sequential order. see [[s-4bnl]].	STRING
HIGH	skyvern/client/types/conditional_block_yaml.py	0	optional pointer to the label of the next block. when omitted, it will default to sequential order. see [[s-4bnl]].	STRING
HIGH	skyvern/client/types/file_parser_block_yaml.py	0	optional pointer to the label of the next block. when omitted, it will default to sequential order. see [[s-4bnl]].	STRING
HIGH	skyvern/client/types/email_inbox_block_yaml.py	0	optional pointer to the label of the next block. when omitted, it will default to sequential order. see [[s-4bnl]].	STRING
HIGH	skyvern/client/types/while_loop_block_yaml.py	0	optional pointer to the label of the next block. when omitted, it will default to sequential order. see [[s-4bnl]].	STRING
HIGH	skyvern/client/types/url_block_yaml.py	0	optional pointer to the label of the next block. when omitted, it will default to sequential order. see [[s-4bnl]].	STRING
86 more matches not shown…

Deep Nesting918 hits · 587 pts

Severity	File	Line	Context
LOW	run_streaming.py	18	CODE
LOW	tests/unit/test_mcp_scope_visibility.py	254	CODE
LOW	tests/unit/test_copilot_scout_act_observe.py	3177	CODE
LOW	tests/unit/test_budget_preflight.py	10	CODE
LOW	tests/unit/test_copilot_diagnosis_repair_contract.py	5252	CODE
LOW	tests/unit/test_qa_skill_content.py	144	CODE
LOW	tests/unit/test_qa_skill_content.py	153	CODE
LOW	tests/unit/test_taskv3_loop.py	1461	CODE
LOW	tests/unit/test_taskv3_loop.py	11453	CODE
LOW	tests/unit/test_taskv3_loop.py	12331	CODE
LOW	tests/unit/test_multi_field_totp.py	351	CODE
LOW	tests/unit/test_multi_field_totp.py	527	CODE
LOW	tests/unit/test_multi_field_totp.py	1403	CODE
LOW	tests/unit/test_multi_field_totp.py	1948	CODE
LOW	tests/unit/test_multi_field_totp.py	3920	CODE
LOW	tests/unit/test_multi_field_totp.py	5232	CODE
LOW	tests/unit/test_multi_field_totp.py	6059	CODE
LOW	tests/unit/test_multi_field_totp.py	6282	CODE
LOW	tests/unit/test_multi_field_totp.py	2020	CODE
LOW	tests/unit/test_multi_field_totp.py	3940	CODE
LOW	tests/unit/test_download_popup_lifecycle_e2e.py	679	CODE
LOW	tests/unit/test_span_exception_redaction.py	138	CODE
LOW	tests/unit/test_span_exception_redaction.py	173	CODE
LOW	tests/unit/test_download_file_action_handler.py	4779	CODE
LOW	tests/unit/test_download_file_action_handler.py	7188	CODE
LOW	tests/unit/test_taskv3_auth_tools.py	262	CODE
LOW	tests/unit/test_taskv3_auth_tools.py	378	CODE
LOW	tests/unit/test_taskv3_auth_tools.py	765	CODE
LOW	tests/unit/test_copilot_runtime.py	1360	CODE
LOW	tests/unit/test_sdk_export_parity.py	28	CODE
LOW	tests/unit/test_sdk_export_parity.py	48	CODE
LOW	tests/unit/test_agent_task_v3.py	1771	CODE
LOW	tests/unit/test_real_browser_manager.py	262	CODE
LOW	tests/unit/test_real_browser_manager.py	435	CODE
LOW	tests/unit/test_real_browser_manager.py	3857	CODE
LOW	tests/unit/test_scrape_default_no_overlay.py	57	CODE
LOW	tests/unit/test_scrape_default_no_overlay.py	74	CODE
LOW	tests/unit/test_taskv3_goal_check.py	857	CODE
LOW	tests/unit/test_forge_log.py	41	CODE
LOW	tests/unit/test_forge_log.py	77	CODE
LOW	tests/unit/test_video_utils.py	161	CODE
LOW	tests/unit/test_video_utils.py	239	CODE
LOW	…unit/test_default_persistent_sessions_manager_close.py	291	CODE
LOW	tests/unit/test_agent_protocol_idempotency.py	970	CODE
LOW	…/unit/test_workflow_service_managed_browser_profile.py	2861	CODE
LOW	…/unit/test_workflow_service_managed_browser_profile.py	2908	CODE
LOW	tests/unit/test_fail_task_error_detection.py	77	CODE
LOW	tests/unit/test_fail_task_error_detection.py	132	CODE
LOW	tests/unit/test_fail_task_error_detection.py	162	CODE
LOW	tests/unit/test_fail_task_error_detection.py	203	CODE
LOW	tests/unit/test_fail_task_error_detection.py	258	CODE
LOW	tests/unit/test_fail_task_error_detection.py	294	CODE
LOW	tests/unit/test_fail_task_error_detection.py	339	CODE
LOW	tests/unit/test_fail_task_error_detection.py	433	CODE
LOW	tests/unit/test_fail_task_error_detection.py	464	CODE
LOW	tests/unit/test_fail_task_error_detection.py	500	CODE
LOW	tests/unit/test_fail_task_error_detection.py	589	CODE
LOW	tests/unit/test_copilot_fill_credential_field.py	2848	CODE
LOW	tests/unit/test_context_manager.py	490	CODE
LOW	tests/unit/test_mcp_sdk_equivalent_guard.py	82	CODE
858 more matches not shown…

Fake / Example Data518 hits · 508 pts

Severity	File	Line	Snippet	Context
LOW	…yvern-frontend/src/components/PushTotpCodeForm.test.ts	70	totp_identifier: "user@example.com",	CODE
LOW	…yvern-frontend/src/components/PushTotpCodeForm.test.ts	91	totp_identifier: "user@example.com",	CODE
LOW	…yvern-frontend/src/components/PushTotpCodeForm.test.ts	117	target: { value: "user@example.com" },	CODE
LOW	…yvern-frontend/src/components/PushTotpCodeForm.test.ts	151	target: { value: "user@example.com" },	CODE
LOW	…yvern-frontend/src/components/PushTotpCodeForm.test.ts	161	totp_identifier: "user@example.com",	CODE
LOW	…yvern-frontend/src/components/PushTotpCodeForm.test.ts	177	target: { value: "user@example.com" },	CODE
LOW	…yvern-frontend/src/components/PushTotpCodeForm.test.ts	186	totp_identifier: "user@example.com",	CODE
LOW	…yvern-frontend/src/components/PushTotpCodeForm.test.ts	205	target: { value: "user@example.com" },	CODE
LOW	…yvern-frontend/src/components/PushTotpCodeForm.test.ts	239	totp_identifier: "user@example.com",	CODE
LOW	…rn-frontend/src/components/BitwardenCredentialForm.tsx	113	placeholder="user@example.com"	CODE
LOW	…yvern-frontend/src/routes/tasks/data/sampleTaskData.ts	86	name: "John Doe",	CODE
LOW	…yvern-frontend/src/routes/tasks/data/sampleTaskData.ts	104	name: "John Doe",	CODE
LOW	…src/routes/tasks/create/CyclingPlaceholderTextarea.tsx	9	"placeholder" \| "aria-label"	CODE
LOW	…/copilot/WorkflowCopilotChat.composerControls.test.tsx	609	expect(ta.getAttribute("placeholder")).toBe(	CODE
LOW	…kflows/workflowRun/blockDetail/BlockInspector.test.tsx	171	text: "user@example.com",	CODE
LOW	…kflows/workflowRun/blockDetail/BlockInspector.test.tsx	179	expect(screen.getByText("user@example.com")).toBeDefined();	CODE
LOW	…/routes/workflows/components/SheetTabCombobox.test.tsx	147	expect(screen.getByRole("textbox").getAttribute("placeholder")).toBe(	CODE
LOW	…utes/workflows/components/SpreadsheetCombobox.test.tsx	163	expect(screen.getByRole("textbox").getAttribute("placeholder")).toBe(	CODE
LOW	…lows/editor/nodes/HttpRequestNode/CurlImportDialog.tsx	50	-d '{"name": "John Doe", "email": "john@example.com"}'`,	CODE
LOW	…lows/editor/nodes/HttpRequestNode/CurlImportDialog.tsx	56	-d '{"name": "Jane Doe"}'`,	CODE
LOW	…lows/editor/recording/RecordingFeedbackPrompt.test.tsx	27	useUser: () => ({ get: () => ({ email: "user@example.com" }) }),	CODE
LOW	…lows/editor/recording/RecordingFeedbackPrompt.test.tsx	125	submitted_by: "user@example.com",	CODE
LOW	…ntend/src/routes/credentials/CredentialsModal.test.tsx	155	username: "user@example.com",	CODE
LOW	…ntend/src/routes/credentials/CredentialsModal.test.tsx	300	target: { value: "user@example.com" },	CODE
LOW	…ntend/src/routes/credentials/CredentialsModal.test.tsx	325	username: "user@example.com",	CODE
LOW	…ntend/src/routes/credentials/CredentialsModal.test.tsx	377	target: { value: "user@example.com" },	CODE
LOW	…ntend/src/routes/credentials/CredentialsModal.test.tsx	429	target: { value: "user@example.com" },	CODE
LOW	…ntend/src/routes/credentials/CredentialsModal.test.tsx	467	username: "user@example.com",	CODE
LOW	…ntend/src/routes/credentials/CredentialsModal.test.tsx	542	target: { value: "user@example.com" },	CODE
LOW	…ntend/src/routes/credentials/CredentialsModal.test.tsx	744	fireEvent.change(screen.getByDisplayValue("user@example.com"), {	CODE
LOW	…ntend/src/routes/credentials/CredentialsModal.test.tsx	769	const usernameInput = screen.getByDisplayValue("user@example.com");	CODE
LOW	…ntend/src/routes/credentials/CredentialsModal.test.tsx	875	target: { value: "user@example.com" },	CODE
LOW	…ntend/src/routes/credentials/CredentialsModal.test.tsx	897	username: "user@example.com",	CODE
LOW	…ntend/src/routes/credentials/CredentialsModal.test.tsx	985	target: { value: "user@example.com" },	CODE
LOW	…ntend/src/routes/credentials/CredentialsModal.test.tsx	1246	target: { value: "user@example.com" },	CODE
LOW	…ntend/src/routes/credentials/CredentialsModal.test.tsx	1298	username: "user@example.com",	CODE
LOW	…rontend/src/routes/credentials/CredentialItem.test.tsx	53	username: "user@example.com",	CODE
LOW	…rontend/src/routes/credentials/CredentialItem.test.tsx	87	username: "user@example.com",	CODE
LOW	…/routes/credentials/PasswordCredentialContent.test.tsx	62	username: "user@example.com",	CODE
LOW	…/routes/credentials/PasswordCredentialContent.test.tsx	487	username: "user@example.com",	CODE
LOW	…/routes/credentials/PasswordCredentialContent.test.tsx	528	username: "user@example.com",	CODE
LOW	…/routes/credentials/PasswordCredentialContent.test.tsx	838	username: "user@example.com",	CODE
LOW	…/routes/credentials/PasswordCredentialContent.test.tsx	851	return next.totp_identifier === "user@example.com";	CODE
LOW	…/routes/credentials/PasswordCredentialContent.test.tsx	866	username: "user@example.com",	CODE
LOW	…/routes/credentials/PasswordCredentialContent.test.tsx	898	username: "user@example.com",	CODE
LOW	…/routes/credentials/PasswordCredentialContent.test.tsx	916	next.totp_identifier === "user@example.com"	CODE
LOW	…/routes/credentials/PasswordCredentialContent.test.tsx	943	username: "user@example.com",	CODE
LOW	…ontend/src/routes/credentials/CredentialsList.test.tsx	36	credential: { username: "user@example.com", totp_type: "none" },	CODE
LOW	…end/src/routes/credentials/CredentialsTotpTab.test.tsx	108	totp_identifier: "user@example.com",	CODE
LOW	tests/unit/test_login_block_missing_credential.py	223	default_value="user@example.com",	CODE
LOW	tests/unit/test_credential_totp_code.py	48	username="user@example.com",	CODE
LOW	tests/unit/test_credential_totp_code.py	114	username="user@example.com",	CODE
LOW	tests/unit/test_credential_totp_code.py	131	username="user@example.com",	CODE
LOW	tests/unit/test_credential_totp_code.py	144	username="user@example.com",	CODE
LOW	tests/unit/test_credential_totp_code.py	157	username="user@example.com",	CODE
LOW	tests/unit/test_credential_totp_code.py	190	username="user@example.com",	CODE
LOW	tests/unit/test_credential_totp_code.py	229	username="user@example.com",	CODE
LOW	tests/unit/test_credential_totp_code.py	260	username="user@example.com",	CODE
LOW	tests/unit/test_credential_totp_code.py	286	username="user@example.com",	CODE
LOW	tests/unit/test_credential_totp_code.py	303	username="user@example.com",	CODE
458 more matches not shown…

Modern Structural Boilerplate215 hits · 204 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/conftest.py	165	def set_enabled_for_org(organization_id: str \| None) -> None:	CODE
LOW	tests/unit/test_copilot_hooks.py	2334	def _settle_already_over(self, monkeypatch: pytest.MonkeyPatch, ctx: SimpleNamespace) -> None:	CODE
LOW	tests/unit/test_script_skyvern_page.py	3989	async def set_input_files(path: str, **kwargs) -> None:	CODE
LOW	tests/unit/test_script_skyvern_page.py	4050	async def set_input_files(path: str, **kwargs) -> None:	CODE
LOW⚡	tests/unit/fake_workflow_run_context.py	49	def update_block_metadata(self, label: str, metadata: dict[str, Any]) -> None:	CODE
LOW⚡	tests/unit/fake_workflow_run_context.py	64	def set_value(self, key: str, value: Any) -> None:	CODE
LOW	tests/unit/test_copilot_credential_pause.py	3766	async def set_failing_on_the_response(key: str, value: Any, ex: Any = None) -> None:	CODE
LOW	tests/unit/test_block_description_caching.py	60	def _setup_mocks(mock_app: MagicMock) -> None:	CODE
LOW	tests/unit/_file_chooser_fakes.py	32	async def set_files(self, files: dict[str, str \| bytes], *, timeout: float \| None = None) -> None:	CODE
LOW	tests/unit/_file_chooser_fakes.py	66	async def set_input_files(self, files: dict[str, str \| bytes]) -> None:	CODE
LOW	tests/unit/test_send_email_block.py	1317	async def set_connection(self, **values: object) -> None:	CODE
LOW	tests/unit/test_cdp_download_interceptor.py	5067	async def _settle(interceptor: CDPDownloadInterceptor) -> None:	CODE
LOW	tests/unit/test_api_handler_factory.py	277	def _set_hard_deadline_settings(monkeypatch: pytest.MonkeyPatch, *, enforce: bool, grace: float) -> None:	CODE
LOW	tests/unit/test_input_text_combobox_commit.py	1023	async def _settle_spy(_element: object) -> None:	CODE
LOW	tests/unit/test_input_text_combobox_commit.py	1095	async def _settle_spy(_element: object) -> None:	CODE
LOW	tests/unit/test_input_text_combobox_commit.py	1147	async def _settle_spy(_element: object) -> None:	CODE
LOW	tests/unit/test_input_text_combobox_commit.py	1271	async def _settle_spy(_element: object) -> None:	CODE
LOW	tests/unit/test_input_text_combobox_commit.py	1389	async def _settle_spy(_element: object) -> None:	CODE
LOW	tests/unit/test_input_text_combobox_commit.py	1409	async def _settle_spy(_element: object) -> None:	CODE
LOW	tests/unit/test_input_text_combobox_commit.py	1430	async def _settle_spy(_element: object) -> None:	CODE
LOW	tests/unit/test_input_text_combobox_commit.py	1452	async def _settle_spy(_element: object) -> None:	CODE
LOW	tests/unit/test_input_text_combobox_commit.py	1504	async def _settle_spy(_element: object) -> None:	CODE
LOW	tests/unit/test_run_service.py	74	async def _settle() -> None:	CODE
LOW	tests/unit/test_cdp_connection_retry.py	51	def _set_budget(monkeypatch: pytest.MonkeyPatch, attempts: int, backoff: list[float]) -> None:	CODE
LOW	tests/unit/test_quickstart_command.py	84	def _set_home(monkeypatch, home: Path) -> None:	STRING
LOW	tests/unit/test_task_v2_summary_envelope.py	128	async def update_thought(self, **kwargs: object) -> None:	CODE
LOW	…test_real_browser_state_discards_orphaned_tab_video.py	61	async def _set_working_page(page: MagicMock \| None, index: int = 0) -> None:	CODE
LOW	…test_real_browser_state_discards_orphaned_tab_video.py	122	async def _set_working_page(page: MagicMock \| None, index: int = 0) -> None:	CODE
LOW	tests/unit/test_log_artifacts.py	374	def set_workflow_context(attempt: int) -> None:	CODE
LOW	…unit/test_copilot_code_artifact_metadata_violations.py	613	def set_attributes(self, fields: dict) -> None:	STRING
LOW	tests/unit/test_browser_header_sanitization.py	54	async def set_extra_http_headers(self, headers: dict[str, str]) -> None:	CODE
LOW	tests/unit/test_copilot_completion_verification.py	3132	def _set_workflow_labels(ctx: CopilotContext, *labels: str) -> None:	STRING
LOW	tests/unit/test_code_block_authorized_files.py	231	async def set_input_files(self, files: dict[str, str \| bytes]) -> None:	CODE
LOW	tests/unit/test_code_block_authorized_files.py	261	async def set_input_files(self, files: dict[str, str \| bytes]) -> None:	CODE
LOW	tests/unit/test_code_block_authorized_files.py	292	async def set_input_files(self, files: dict[str, str \| bytes]) -> None:	CODE
LOW	tests/unit/test_code_block_authorized_files.py	411	async def set_input_files(self, files: dict[str, str \| bytes]) -> None:	CODE
LOW	tests/unit/test_workflow_run_groups.py	100	async def _set_child_status(env: GroupEnv, workflow_run_id: str, status: WorkflowRunStatus) -> None:	CODE
LOW⚡	tests/unit/test_pdf_download_fixes.py	471	def _setup_context(self) -> None:	CODE
LOW⚡	tests/unit/test_copilot_agent_naming.py	671	async def update_workflow_definition(**kwargs: object) -> None:	CODE
LOW⚡	tests/unit/test_copilot_agent_naming.py	713	async def update_workflow_definition(**kwargs: object) -> None:	CODE
LOW	tests/unit/test_skycdp_artifacts.py	89	async def _settle() -> None:	CODE
LOW	tests/unit/test_artifact_url_expiry_org_config.py	425	__all__ = [	CODE
LOW	tests/unit/test_collapse_fanout_gates.py	70	def _set_provider(monkeypatch: pytest.MonkeyPatch, provider: FakeExperimentationProvider) -> None:	CODE
LOW	tests/unit/test_copilot_frontier.py	2168	def _set_failure_ctx(ctx: CopilotContext, definition: _FakeDefinition, reason: str) -> None:	STRING
LOW	tests/unit/test_code_block_downloads.py	815	async def set_input_files(self, files: dict[str, str \| bytes]) -> None:	CODE
LOW	tests/unit/test_code_block_downloads.py	950	async def set_input_files(self, files: dict[str, str \| bytes]) -> None:	CODE
LOW	tests/unit/test_cleanup_service.py	14	def _set_backend(monkeypatch, storage: object) -> None:	CODE
LOW⚡	tests/unit/test_db_engine_connect_args.py	484	def set_attribute(self, key: str, value: Any) -> None:	CODE
LOW	tests/unit/test_feature_flag_resolution_logging.py	68	def _set_context() -> None:	CODE
LOW	tests/unit/test_feature_flag_resolution_logging.py	81	def _set_logger(monkeypatch: pytest.MonkeyPatch, logger: CaptureLogger) -> None:	CODE
LOW	tests/unit/test_workflow_copilot_route.py	3224	async def update_workflow_definition(**kwargs: Any) -> None:	CODE
LOW	tests/unit/test_workflow_copilot_route.py	3314	async def update_workflow_definition(**kwargs: Any) -> None:	CODE
LOW	tests/unit/webeye/test_screenshot_cdp_fallback.py	54	def _settings(monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW	tests/unit/webeye/test_screenshot_observability.py	67	def _settings(monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW	…sts/unit/forge/sdk/artifact/storage/test_s3_storage.py	1647	async def _settle(iterations: int = 100) -> None:	CODE
LOW	…t/forge/sdk/routes/streaming/test_cdp_input_session.py	102	async def set_input_files(self, files: dict[str, str \| bytes]) -> None:	CODE
LOW	tests/unit/workflow/test_code_block_recorder.py	192	def set_default_timeout(self, timeout: float) -> None:	CODE
LOW	tests/unit/workflow/test_dag_engine.py	79	def update_block_metadata(self, label: str, metadata: dict) -> None:	CODE
LOW⚡	tests/unit/workflow/test_code_block_escalation.py	903	async def _update_workflow_run_block(**kwargs: object) -> None:	CODE
LOW	scripts/patch_generated_client.py	81	FORWARD_REFS_OLD = """def update_forward_refs(model: Type["Model"], **localns: Any) -> None:	CODE
155 more matches not shown…

AI Structural Patterns267 hits · 182 pts

Severity	File	Line	Context
LOW	tests/unit/test_click_desired_state.py	344	CODE
LOW	tests/unit/test_copilot_scout_act_observe.py	268	CODE
LOW	tests/unit/test_taskv3_loop.py	143	CODE
LOW	tests/unit/test_credential_fallback.py	51	CODE
LOW	tests/unit/test_credential_fallback.py	261	CODE
LOW	tests/unit/_schedule_fakes.py	16	CODE
LOW	tests/unit/test_copilot_credential_pause.py	3086	CODE
LOW	tests/unit/test_cached_script_deploy_service.py	110	CODE
LOW	tests/unit/_file_chooser_fakes.py	71	CODE
LOW	tests/unit/test_cdp_download_interceptor.py	4924	CODE
LOW	tests/unit/test_agent_task_v3.py	113	CODE
LOW	tests/unit/test_agent_task_v3.py	2228	CODE
LOW	tests/unit/test_input_text_combobox_commit.py	407	CODE
LOW	tests/unit/test_file_download_targets.py	81	CODE
LOW	tests/unit/test_scrolling_screenshot_retention.py	91	CODE
LOW	tests/unit/test_code_block_captcha.py	55	CODE
LOW	tests/unit/test_code_block_captcha.py	156	CODE
LOW	tests/unit/test_code_block_captcha.py	194	CODE
LOW	tests/unit/test_input_text_tel_card_routing.py	53	CODE
LOW	…sts/unit/test_chain_click_blocked_anchor_navigation.py	418	CODE
LOW	tests/unit/test_scoped_xhr_download_capture.py	30	CODE
LOW	tests/unit/test_llm_handler_parity_characterization.py	262	CODE
LOW	tests/unit/test_llm_handler_parity_characterization.py	329	CODE
LOW	tests/unit/test_llm_handler_parity_characterization.py	81	CODE
LOW	tests/unit/test_copilot_failure_tracking.py	27	CODE
LOW	tests/unit/copilot_test_helpers.py	284	CODE
LOW	tests/unit/copilot_test_helpers.py	1155	CODE
LOW	tests/unit/copilot_test_helpers.py	1320	CODE
LOW	tests/unit/_workflow_block_engine_fakes.py	113	CODE
LOW	tests/unit/test_browser_action_policy.py	122	CODE
LOW	tests/unit/test_workflow_copilot_route.py	165	CODE
LOW	tests/unit/forge/sdk/db/test_self_heal_repository.py	22	CODE
LOW	…sts/unit/forge/sdk/db/test_workflow_runs_repository.py	119	CODE
LOW	skyvern/core/script_generations/script_skyvern_page.py	508	CODE
LOW	skyvern/core/script_generations/skyvern_page_ai.py	36	CODE
LOW	skyvern/core/script_generations/real_skyvern_page_ai.py	383	CODE
LOW	skyvern/core/script_generations/real_skyvern_page_ai.py	1760	CODE
LOW	skyvern/core/script_generations/generate_script.py	3416	CODE
LOW	skyvern/core/script_generations/skyvern_page.py	636	CODE
LOW	skyvern/core/script_generations/skyvern_page.py	652	CODE
LOW	skyvern/core/script_generations/skyvern_page.py	786	CODE
LOW	skyvern/core/script_generations/skyvern_page.py	1138	CODE
LOW	skyvern/browser_extension/broker_client.py	238	CODE
LOW	skyvern/webeye/browser_state.py	58	CODE
LOW	skyvern/webeye/browser_state.py	83	CODE
LOW	skyvern/webeye/browser_state.py	115	CODE
LOW	skyvern/webeye/browser_state.py	153	CODE
LOW	skyvern/webeye/persistent_sessions_manager.py	125	CODE
LOW	skyvern/webeye/persistent_sessions_manager.py	193	CODE
LOW	skyvern/webeye/real_browser_state.py	190	CODE
LOW	skyvern/webeye/real_browser_state.py	522	CODE
LOW	skyvern/webeye/real_browser_state.py	823	CODE
LOW	skyvern/webeye/real_browser_state.py	1269	CODE
LOW	skyvern/webeye/real_browser_state.py	1694	CODE
LOW	skyvern/webeye/default_persistent_sessions_manager.py	567	CODE
LOW	skyvern/webeye/default_persistent_sessions_manager.py	740	CODE
LOW	skyvern/webeye/real_browser_manager.py	749	CODE
LOW	skyvern/webeye/scraper/scraper.py	285	CODE
LOW	skyvern/webeye/scraper/scraper.py	539	CODE
LOW	skyvern/webeye/actions/responses.py	85	CODE
207 more matches not shown…

Self-Referential Comments51 hits · 155 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/unit/test_span_exception_redaction.py	145	# This file is synced to the OSS repo, where `cloud/` does not exist. Skipping	COMMENT
MEDIUM⚡	tests/unit/test_span_exception_redaction.py	180	# This file is synced to the OSS repo, where `cloud/` does not exist. Skipping	COMMENT
MEDIUM	tests/unit/test_script_skyvern_page.py	332	# Create a mock page first, then set page to None after construction	COMMENT
MEDIUM	tests/unit/test_download_file_action_handler.py	2809	# Create a read-only directory to simulate write failure	COMMENT
MEDIUM	tests/unit/test_forloop_script_generation.py	209	# Create a mock CodeGenInput with ForLoop block	COMMENT
MEDIUM	tests/unit/test_aiohttp_helper.py	984	# Create a temporary file for testing	COMMENT
MEDIUM	tests/unit/test_aiohttp_helper.py	1038	# Create a temporary file for testing	COMMENT
MEDIUM	tests/unit/test_aiohttp_helper.py	1165	# Create a temporary file for testing	COMMENT
MEDIUM⚡	tests/unit/test_http_block_raw_filter.py	344	# Create a real context to test the method	COMMENT
MEDIUM⚡	tests/unit/test_local_file_path_validation.py	83	# Create a symlink inside the sandbox that points to /etc/passwd	COMMENT
MEDIUM	tests/unit/test_copilot_locator_inspection.py	272	# Creating a page would both mutate browser state and answer from a page the run never reached.	COMMENT
MEDIUM	tests/unit/test_schema_validator.py	485	# Create a schema that will fail Draft202012Validator.check_schema	COMMENT
MEDIUM	tests/unit/test_aws_client_ttl.py	253	# Create a stream that raises on seek	COMMENT
MEDIUM⚡	tests/unit/workflow/test_file_parser_block.py	160	# Create a minimal valid PDF file	COMMENT
MEDIUM⚡	tests/unit/workflow/test_file_parser_block.py	2454	# Create a mock OutputParameter	COMMENT
MEDIUM⚡	tests/unit/workflow/test_file_parser_block.py	2540	# Create a binary file that's definitely not CSV	COMMENT
MEDIUM	tests/unit/workflow/test_file_parser_block.py	2391	# Create a mock OutputParameter with all required fields	COMMENT
MEDIUM	tests/unit/workflow/test_file_parser_block.py	2622	# Create a DataFrame with NaN, NaT, and timestamp values	COMMENT
MEDIUM	tests/unit/embedded/test_sqlite_server_mode.py	491	# Create a client with a bad setting that will cause validation error	COMMENT
MEDIUM	tests/sdk/python_sdk/conftest.py	57	# Create a handler class that serves from the specific directory	COMMENT
MEDIUM	skyvern/core/script_generations/real_skyvern_page_ai.py	958	# Create the episode now so v3's agent can attach decisions to it.	COMMENT
MEDIUM	skyvern/core/script_generations/generate_script.py	2959	# Create the for loop target (current_value)	COMMENT
MEDIUM	skyvern/core/script_generations/generate_script.py	2979	# Create the async for loop	COMMENT
MEDIUM	skyvern/core/script_generations/generate_script.py	3973	# Create a requires_agent entry (no code, no run_signature)	COMMENT
MEDIUM	skyvern/core/script_generations/generate_script.py	4118	# Create a temporary module to convert the start block content to a function	COMMENT
MEDIUM⚡	skyvern/webeye/actions/handler.py	10968	# Create a TerminateAction and execute it	COMMENT
MEDIUM	skyvern/webeye/actions/handler.py	10301	# This function is deprecated in 'extract-actions' prompt. Downloads are handled by the click action handler now.	COMMENT
MEDIUM	skyvern/library/skyvern_browser.py	38	# Create a new page	STRING
MEDIUM	skyvern/forge/sdk/log_artifacts.py	97	# This function is called from ``update_workflow_run`` in the DB layer, which	COMMENT
MEDIUM	skyvern/forge/sdk/workflow/service.py	3670	# Create the workflow run and set skyvern context	COMMENT
MEDIUM	skyvern/forge/sdk/workflow/service.py	9952	# Create the browser with the saved profile and navigate to the login block's URL. The	COMMENT
MEDIUM	skyvern/forge/sdk/workflow/service.py	17666	# Create a new version of the SAME script_id instead of a new script	COMMENT
MEDIUM	skyvern/forge/sdk/workflow/models/block.py	3587	# Create a temporary output parameter using the current block's workflow_id	COMMENT
MEDIUM	skyvern/forge/sdk/workflow/models/block.py	4073	# Create a failure block result for this iteration	COMMENT
MEDIUM	skyvern/forge/sdk/api/llm/config_registry.py	1882	# Create a GCP service account WITH the Vertex AI API access enabled	COMMENT
MEDIUM	skyvern/forge/sdk/routes/agent_protocol.py	6322	# Create a new timeline with processed children	COMMENT
MEDIUM	skyvern/forge/sdk/routes/credentials.py	1013	# Create a temporary credential	COMMENT
MEDIUM	skyvern/forge/sdk/routes/credentials.py	3009	# Create the new token	COMMENT
MEDIUM	skyvern/forge/sdk/routes/credentials.py	3281	# Create the new Azure token	COMMENT
MEDIUM	skyvern/forge/sdk/routes/credentials.py	3393	# Create the new configuration	COMMENT
MEDIUM⚡	skyvern/forge/sdk/routes/code_samples.py	916	# Create a blank browser profile for future runs	COMMENT
MEDIUM⚡	skyvern/forge/sdk/routes/code_samples.py	922	# Create a browser profile from a persistent browser session	COMMENT
MEDIUM	skyvern/forge/sdk/routes/code_samples.py	276	# Create a workflow in JSON format	COMMENT
MEDIUM	skyvern/forge/sdk/routes/scripts.py	613	# Create a new version of the script	COMMENT
MEDIUM	skyvern/forge/sdk/routes/scripts.py	1445	# Create a new script version with the updated blocks	COMMENT
MEDIUM	skyvern/services/workflow_script_service.py	2026	# Create a new script version	COMMENT
MEDIUM	skyvern/services/workflow_script_service.py	2195	# Create the workflow script mapping for cache lookup	COMMENT
MEDIUM	skyvern/services/workflow_script_service.py	2325	# Create a new script version	COMMENT
MEDIUM	skyvern/services/task_v2_service.py	276	# Create a dedicated termination thought for UI visibility	COMMENT
MEDIUM	skyvern/services/script_service.py	727	# Create the step in the only state from which recipe admission can	COMMENT
MEDIUM	skyvern/services/script_service.py	1979	# Create a new script version	COMMENT

Over-Commented Block208 hits · 153 pts

Severity	File	Line	Snippet	Context
LOW	conftest.py	1	from skyvern.forge.sdk.forge_log import setup_logger	COMMENT
LOW	alembic.ini	1	# A generic, single database configuration.	COMMENT
LOW	alembic.ini	21	# string value is passed to dateutil.tz.gettz()	COMMENT
LOW	alembic.ini	41	# The path separator used here should be the separator specified by "version_path_separator" below.	COMMENT
LOW	alembic.ini	61	# output_encoding = utf-8	COMMENT
LOW	docker-compose.yml	41	- ./downloads:/data/downloads	COMMENT
LOW	docker-compose.yml	81	# - BROWSER_TYPE=cdp-connect	COMMENT
LOW	docker-compose.yml	101	# - LLM_KEY=GEMINI_3.0_FLASH	COMMENT
LOW	docker-compose.yml	121	# - LLM_KEY=OLLAMA	COMMENT
LOW	docker-compose.yml	181	- VITE_BROWSER_STREAMING_MODE=${VITE_BROWSER_STREAMING_MODE:-cdp}	COMMENT
LOW	docker-compose.yml	201	# image: vaultwarden/server:latest-alpine	COMMENT
LOW	docker-compose.yml	221	# # API credentials for vaultwarden	COMMENT
LOW	docker-compose.yml	241	# - ~/bitwarden-cli-config:/app/.config	COMMENT
LOW	skyvern-frontend/src/components/AgentMarkdown.tsx	1	import { memo, useLayoutEffect, useRef, useState, type ReactNode } from "react";	COMMENT
LOW	skyvern-frontend/src/components/ui/css-vars.test.ts	1	import { describe, expect, it } from "vitest";	COMMENT
LOW	…ontend/src/routes/workflows/studio/runview/RunView.tsx	621	// Landing the selection on the LAST timeline item — so the Browser pane	COMMENT
LOW	…ern-frontend/src/routes/workflows/copilot/sendQueue.ts	81	// The message that opened the turn that just ended. Every boolean must be	COMMENT
LOW	…n-frontend/src/routes/workflows/copilot/acceptFence.ts	41	\| ({ kind: "changed" } & AcceptAttempt)	COMMENT
LOW	…rontend/src/routes/workflows/copilot/narrativeState.ts	341	// Tool name when kind is tool_call/tool_result.	COMMENT
LOW	…rontend/src/routes/workflows/copilot/narrativeState.ts	361	// condenseActivityEntries. Unset outside that transform.	COMMENT
LOW	…rontend/src/routes/workflows/copilot/narrativeState.ts	1001	//	COMMENT
LOW	…rontend/src/routes/workflows/copilot/narrativeState.ts	1021	//	COMMENT
LOW	…kflows/copilot/WorkflowCopilotChat.reviewGate.test.tsx	6581	expect(screen.queryByText("Confirming\u2026")).toBeNull();	COMMENT
LOW	…kflows/copilot/WorkflowCopilotChat.reviewGate.test.tsx	9381	//	COMMENT
LOW	…d/src/routes/workflows/copilot/WorkflowCopilotChat.tsx	1861	// Only a narrative row keeps its own resolved card, so a gate rendered anywhere else unmounts	COMMENT
LOW	…d/src/routes/workflows/copilot/WorkflowCopilotChat.tsx	2021	// this ref is set before the first await and read at the top of handleSend.	COMMENT
LOW	…/src/routes/workflows/copilot/cards/CredentialCard.tsx	121	frame: CredentialRequiredFrame;	COMMENT
LOW	…/src/routes/workflows/copilot/cards/CredentialCard.tsx	821	// the empty term, and a boolean keyed on a non-empty term reads that failure as no failure, which	COMMENT
LOW	…es/workflows/workflowRun/resizableTimelineSplitMath.ts	1	export const TIMELINE_SPLIT_STORAGE_KEY = "skyvern.runView.timelineSplit";	COMMENT
LOW	…utes/workflows/components/tagging/TagFilterControl.tsx	41	type Props = {	COMMENT
LOW	…-frontend/src/routes/workflows/editor/FlowRenderer.tsx	421	// expand/collapse state doesn't land at positions cached from the prior	COMMENT
LOW	…-frontend/src/routes/workflows/editor/FlowRenderer.tsx	1701	// renders in an intermediate invalid state. Mirrors the rewire pattern	COMMENT
LOW	…ern-frontend/src/routes/workflows/editor/Workspace.tsx	1361	setTimeout(() => {	COMMENT
LOW	…rn-frontend/src/routes/workflows/editor/nodes/index.ts	121	export type AppNode = UtilityNode \| WorkflowBlockNode;	COMMENT
LOW	…/routes/workflows/editor/nodes/StartNode/StartNode.tsx	141	return (	COMMENT
LOW	…s/workflows/editor/panels/WorkflowNodeLibraryPanel.tsx	81	/>	COMMENT
LOW	…s/workflows/editor/panels/WorkflowNodeLibraryPanel.tsx	181	workflowBlockType={WorkflowBlockTypes.FileURLParser}	COMMENT
LOW	…s/workflows/editor/panels/WorkflowNodeLibraryPanel.tsx	201	// <WorkflowBlockIcon	COMMENT
LOW	…editor/panels/BlockConfigForm/Taskv2BlockForm.test.tsx	321	// mutating the fixture, so the wrapper's `value` snapshot never moves	COMMENT
LOW	…/workflows/editor/collapse/scheduleCollapseRelayout.ts	1	// A container block (loop / conditional) drives a canvas re-layout whenever	COMMENT
LOW	…s/editor/collapse/applyDescendantCollapseVisibility.ts	21	.conditionalBranchId;	COMMENT
LOW	…utes/workflows/editor/collapse/useNodeCollapseStore.ts	21	toggleBlock: (workflowId: string, blockLabel: string) => void;	COMMENT
LOW	…utes/workflows/editor/collapse/useNodeCollapseStore.ts	161	// `<WorkflowScopeContext.Provider>` wrap is obvious during development,	COMMENT
LOW	…rc/routes/workflows/editor/hooks/useWorkflowHistory.ts	101	// transition. Lets us detect internal updates even when begin/end are	COMMENT
LOW	…rc/routes/workflows/editor/hooks/useWorkflowHistory.ts	221	// eslint-disable-next-line react-hooks/exhaustive-deps	COMMENT
LOW	…rc/routes/workflows/editor/hooks/useWorkflowHistory.ts	361	}	COMMENT
LOW	…rc/routes/workflows/editor/hooks/useWorkflowHistory.ts	381	[setNodes, setEdges],	COMMENT
LOW	…utes/workflows/editor/selection/selectedRingClasses.ts	1	// Shared visual treatment for "this canvas element is the active selection."	COMMENT
LOW	…end/src/routes/workflows/editor/sortable/scope.test.ts	321	const keys = scopes.map(getScopeKey);	COMMENT
LOW	k8s/charts/skyvern-ui/values.yaml	1	# Default values for skyvern-ui.	COMMENT
LOW	tests/unit/test_taskv3_loop.py	11321	assert by_tool["click"]["tool_ok_class"] == "solved"	COMMENT
LOW	tests/unit/test_taskv3_loop.py	11381	# Classified on the exception's module and CLASS name, never its message -- a message can carry	COMMENT
LOW	tests/unit/test_taskv3_loop.py	11641	else:	COMMENT
LOW	tests/unit/test_taskv3_goal_composition.py	161	# reverts to a demonstrative untouched, and even inverting the prescribed status passes. Asserting	COMMENT
LOW	tests/unit/conftest.py	161	# import sys	COMMENT
LOW	tests/unit/test_copilot_cancel_helpers.py	161	# _trusted_post_drain_status	COMMENT
LOW	tests/unit/test_taskv3_opaque_refs.py	81	NUMERIC_DOT_TRIPLET_URL = "https://files.example.test/artifacts/1735689600000.1735689660000.1735689720000/build.zip"	COMMENT
LOW	tests/unit/test_domutils_injection_scope.js	1	// Behavioral test for domUtils.js injection scope isolation.	COMMENT
LOW	tests/unit/workflow/test_reorder_graph_validation.py	81		COMMENT
LOW	scripts/test-install.sh	1	#!/bin/sh	COMMENT
148 more matches not shown…

Docstring Block Structure30 hits · 150 pts

Severity	File	Line	Snippet	Context
HIGH	skyvern/core/script_generations/skyvern_page.py	433	Click an element using a CSS selector, AI-powered prompt matching, or both. This method supports three modes:	STRING
HIGH	skyvern/core/script_generations/skyvern_page.py	667	Fill an input field using a CSS selector, AI-powered prompt matching, or both. This method supports three modes	STRING
HIGH	skyvern/core/script_generations/skyvern_page.py	835	Fill an autocomplete input by typing a value and clicking the matching dropdown option. Handles widgets like Go	STRING
HIGH	skyvern/core/script_generations/skyvern_page.py	1409	Select an option from a dropdown using a CSS selector, AI-powered prompt matching, or both. This method support	STRING
HIGH	skyvern/core/script_generations/skyvern_page.py	1583	Extract structured data from the page using AI. Args: prompt: Natural language description of what	STRING
HIGH	skyvern/core/script_generations/skyvern_page.py	1631	Validate the current page state using AI. Args: prompt: Validation criteria or condition to check	STRING
HIGH	skyvern/core/script_generations/skyvern_page.py	1674	Classify the current page state against named options using a tiered cascade. This method uses a three-tier app	STRING
HIGH	skyvern/core/script_generations/skyvern_page.py	3588	Activate the AI agent from the CURRENT page position to achieve a goal. Instead of re-running the entire block	STRING
HIGH	skyvern/core/script_generations/skyvern_page.py	3631	Send a prompt to the LLM and get a response based on the provided schema. This method allows you to interact wi	STRING
HIGH	skyvern/core/script_generations/skyvern_page.py	3702	Get a Playwright locator using a CSS selector, AI-powered prompt, or both. This method extends Playwright's loc	STRING
HIGH	skyvern/library/skyvern_browser_page_agent.py	357	Run a workflow in the context of this page and wait for it to finish. Args: workflow_id: ID of the	STRING
HIGH	skyvern/cli/core/browser_launcher.py	230	Launch Chrome with CDP enabled and wait for it to be ready. Args: port: The port for Chrome's CDP server.	STRING
HIGH	skyvern/cli/core/browser_launcher.py	294	Wait for Chrome's CDP server to be ready and return the WebSocket URL. Args: port: CDP port to poll.	STRING
HIGH	skyvern/schemas/workflows.py	265	Sanitizes parameter keys and collects the key mapping. Args: parameters: List of parameter dictionaries	STRING
HIGH	skyvern/forge/sdk/core/curl_converter.py	11	Parse a curl command into HTTP request parameters using curlparser library. Args: curl_command: The cu	STRING
HIGH	skyvern/forge/sdk/utils/pdf_parser.py	29	Extract text from a PDF file with fallback support. This function attempts to parse the PDF using pypdf first.	STRING
HIGH	skyvern/forge/sdk/utils/pdf_parser.py	149	Validate that a file is a readable PDF. This function attempts to validate the PDF using pypdf first. If that	STRING
HIGH	skyvern/forge/sdk/workflow/context_manager.py	1239	Extract vault_id and item_id from the credential_id. This method handles the legacy format vault_id:ite	STRING
HIGH	skyvern/forge/sdk/workflow/models/block.py	18038	Resolve a dotted/bracket access path on a nested value. Examples: _resolve_nested_path({"a": {"b": 1}}	STRING
HIGH	skyvern/forge/sdk/workflow/models/block.py	18175	Extract the evaluations array from LLM output. ExtractionBlock wraps output in 'extracted_information', so we	STRING
HIGH	skyvern/forge/sdk/db/repositories/artifacts.py	305	Return artifacts associated with a run. Args: run_id: The ID of the run to get artifacts for	STRING
HIGH	skyvern/forge/sdk/api/azure.py	62	Create or update a secret in Azure Key Vault. Args: secret_name: The name of the secret to create o	STRING
HIGH	skyvern/forge/sdk/api/azure.py	78	Delete a secret from Azure Key Vault. Args: secret_name: The name of the secret to delete	STRING
HIGH	skyvern/forge/sdk/api/custom_credential_client.py	178	Create a credential using the custom API. Args: name: Name of the credential c	STRING
HIGH	skyvern/forge/sdk/api/custom_credential_client.py	262	Get a credential using the custom API. Args: credential_id: ID of the credential to retrie	STRING
HIGH	skyvern/forge/sdk/api/llm/api_handler_factory.py	1951	Custom LLM API handler that utilizes the LiteLLM router and fallbacks to OpenAI GPT-4 Vision.	STRING
HIGH	skyvern/forge/sdk/routes/agent_protocol.py	4713	Get all artifacts for an entity (step, task, workflow_run). Args: entity_type: Type of entity to fetch	STRING
HIGH	skyvern/forge/sdk/routes/webhooks.py	208	Return the replay payload preview for a completed run. Args: run_id (str): Identifier of the run to preview	STRING
HIGH	skyvern/forge/sdk/routes/webhooks.py	262	Replay a completed run's webhook to the stored or override URL. Args: run_id (str): Identifier of the run w	STRING
HIGH	…services/credential/custom_credential_vault_service.py	85	Get or create a CustomCredentialAPIClient for the given organization. Args: organization_i	STRING

Structural Annotation Overuse81 hits · 133 pts

Severity	File	Line	Snippet	Context
LOW⚡	README.md	277	#### Step 1: Enable remote debugging in Chrome	COMMENT
LOW⚡	README.md	286	#### Step 2: Connect Skyvern	COMMENT
LOW⚡	…-frontend/src/routes/workflows/editor/FlowRenderer.tsx	1343	// Step 1: Remove inline {{ deleted_block_output }} references from all nodes	COMMENT
LOW⚡	…-frontend/src/routes/workflows/editor/FlowRenderer.tsx	1350	// Step 2: Remove from parameterKeys arrays and handle special cases	COMMENT
LOW⚡	…end/src/routes/workflows/editor/workflowEditorUtils.ts	4476	// Step 1: Update inline {{ old_output }} references to {{ new_output }}	COMMENT
LOW⚡	…end/src/routes/workflows/editor/workflowEditorUtils.ts	4483	// Step 2: Update parameterKeys arrays and the label of the renamed node	COMMENT
LOW⚡	…es/workflows/editor/panels/WorkflowParametersPanel.tsx	83	// Step 1: Remove inline {{ parameter.key }} references	COMMENT
LOW⚡	…es/workflows/editor/panels/WorkflowParametersPanel.tsx	88	// Step 2: Remove from parameterKeys arrays	COMMENT
LOW⚡	…es/workflows/editor/panels/WorkflowParametersPanel.tsx	290	// Step 1: Update inline {{ old_key }} references to {{ new_key }}	COMMENT
LOW⚡	…es/workflows/editor/panels/WorkflowParametersPanel.tsx	295	// Step 2: Update parameterKeys arrays	COMMENT
LOW	tests/unit/test_workflow_schema_field_preservation.py	374	# Step 1: Build existing field assignments	STRING
LOW	tests/unit/test_workflow_schema_field_preservation.py	386	# Step 2: SKY-8965 Phase 2 — deterministic picker preserves existing	STRING
LOW⚡	tests/unit/workflow/test_browser_session_id_template.py	244	# Step 1: Register context (like initialize_workflow_run_context does)	COMMENT
LOW⚡	tests/unit/workflow/test_browser_session_id_template.py	254	# Step 2: Simulate auto_create_browser_session_if_needed returning a session,	COMMENT
LOW⚡	tests/unit/workflow/test_browser_session_id_template.py	260	# Step 3: Verify template rendering (as _execute_workflow_blocks would)	COMMENT
LOW	…ions/2025_10_30_1414-541870962332_add_folders_table.py	24	# Step 1: Create folders table	COMMENT
LOW	…ions/2025_10_30_1414-541870962332_add_folders_table.py	56	# Step 2: Add folder_id to workflows table	COMMENT
LOW⚡	…ions/2025_10_30_1414-541870962332_add_folders_table.py	81	# Step 1: Remove folder_id from workflows table (must be done before dropping folders table)	COMMENT
LOW⚡	…ions/2025_10_30_1414-541870962332_add_folders_table.py	86	# Step 2: Drop folders table	COMMENT
LOW	skills/skyvern/SKILL.md	11	## Step 1: Classify Your Task (ALWAYS do this first)	COMMENT
LOW	skills/skyvern/SKILL.md	25	## Step 2: Apply These Decision Rules	COMMENT
LOW	skills/skyvern/SKILL.md	34	## Step 3: Create a Session	COMMENT
LOW	skills/skyvern/SKILL.md	52	## Step 4: Execute by Classification	COMMENT
LOW	skills/skyvern/SKILL.md	138	## Step 5: Verify	COMMENT
LOW	skills/skyvern/SKILL.md	148	## Step 6: Error Recovery	COMMENT
LOW	skyvern/core/script_generations/generate_script.py	4264	# Step 1: Get or create ScriptBlock record for this revision	COMMENT
LOW	skyvern/core/script_generations/generate_script.py	4297	# Step 2: Create or update ScriptFile with content deduplication	COMMENT
LOW⚡	skyvern/webeye/utils/dom.py	1510	# Step 1: Use native element.scrollIntoView() which handles both window scrolling	COMMENT
LOW⚡	skyvern/webeye/utils/dom.py	1569	# Step 2: Playwright actionability confirmation. After Step 1, the element should	COMMENT
LOW⚡	skyvern/cli/browser.py	252	# Step 1: Check if debugging is already enabled	COMMENT
LOW⚡	skyvern/cli/browser.py	266	# Step 2: Guide the user to enable Chrome remote debugging.	COMMENT
LOW⚡	skyvern/cli/browser.py	274	# Step 3: Auto-discover the debugging server with retries	COMMENT
LOW	skyvern/cli/browser.py	293	# Step 4: Fallback — ask for manual URL	COMMENT
LOW⚡	skyvern/cli/setup_commands.py	1077	# Step 1: Credentials	COMMENT
LOW⚡	skyvern/cli/setup_commands.py	1086	# Step 2: Detect tools	COMMENT
LOW	skyvern/cli/setup_commands.py	1133	# Step 3: Configure detected tools	COMMENT
LOW	skyvern/cli/skills/qa/SKILL.md	35	## Step 1: Understand the Changes	COMMENT
LOW	skyvern/cli/skills/qa/SKILL.md	67	## Step 2: Classify the Diff	COMMENT
LOW	skyvern/cli/skills/qa/SKILL.md	83	## Step 3: Choose the Validation Strategy	COMMENT
LOW	skyvern/cli/skills/qa/SKILL.md	365	## Step 5: Report Results	COMMENT
LOW	skyvern/cli/skills/qa/SKILL.md	399	## Step 6: Post Evidence to PR	COMMENT
LOW	skyvern/cli/skills/smoke-test/SKILL.md	47	## Step 1: Understand the Changes	COMMENT
LOW	skyvern/cli/skills/smoke-test/SKILL.md	79	## Step 2: Classify the Diff	COMMENT
LOW	skyvern/cli/skills/smoke-test/SKILL.md	95	## Step 3: Choose the Validation Strategy	COMMENT
LOW	skyvern/cli/skills/smoke-test/SKILL.md	159	## Step 4: Start the App	COMMENT
LOW	skyvern/cli/skills/smoke-test/SKILL.md	178	## Step 5: Generate Smoke Test Cases	COMMENT
LOW	skyvern/cli/skills/smoke-test/SKILL.md	212	## Step 6: Run Tests via Browser Tools	COMMENT
LOW	skyvern/cli/skills/smoke-test/SKILL.md	332	## Step 7: Report Results	COMMENT
LOW	skyvern/cli/skills/smoke-test/SKILL.md	380	## Step 8: Post to PR	COMMENT
LOW	skyvern/cli/skills/skyvern/SKILL.md	11	## Step 1: Classify Your Task (ALWAYS do this first)	COMMENT
LOW	skyvern/cli/skills/skyvern/SKILL.md	25	## Step 2: Apply These Decision Rules	COMMENT
LOW	skyvern/cli/skills/skyvern/SKILL.md	34	## Step 3: Create a Session	COMMENT
LOW	skyvern/cli/skills/skyvern/SKILL.md	52	## Step 4: Execute by Classification	COMMENT
LOW	skyvern/cli/skills/skyvern/SKILL.md	138	## Step 5: Verify	COMMENT
LOW	skyvern/cli/skills/skyvern/SKILL.md	148	## Step 6: Error Recovery	COMMENT
LOW⚡	skyvern/cli/mcp_tools/prompts.py	165	### Step 1: Create and run	COMMENT
LOW⚡	skyvern/cli/mcp_tools/prompts.py	169	### Step 2: Check status	COMMENT
LOW⚡	skyvern/cli/mcp_tools/prompts.py	176	### Step 3: Fix and re-run	COMMENT
LOW⚡	skyvern/cli/mcp_tools/prompts.py	255	## Step 1: Read the Error	COMMENT
LOW	skyvern/cli/mcp_tools/prompts.py	190	### Step 4: Verify output	COMMENT
21 more matches not shown…

Verbosity Indicators55 hits · 92 pts

Severity	File	Line	Snippet	Context
LOW⚡	…-frontend/src/routes/workflows/editor/FlowRenderer.tsx	1343	// Step 1: Remove inline {{ deleted_block_output }} references from all nodes	COMMENT
LOW⚡	…-frontend/src/routes/workflows/editor/FlowRenderer.tsx	1350	// Step 2: Remove from parameterKeys arrays and handle special cases	COMMENT
LOW⚡	…end/src/routes/workflows/editor/workflowEditorUtils.ts	4476	// Step 1: Update inline {{ old_output }} references to {{ new_output }}	COMMENT
LOW⚡	…end/src/routes/workflows/editor/workflowEditorUtils.ts	4483	// Step 2: Update parameterKeys arrays and the label of the renamed node	COMMENT
LOW⚡	…es/workflows/editor/panels/WorkflowParametersPanel.tsx	83	// Step 1: Remove inline {{ parameter.key }} references	COMMENT
LOW⚡	…es/workflows/editor/panels/WorkflowParametersPanel.tsx	88	// Step 2: Remove from parameterKeys arrays	COMMENT
LOW⚡	…es/workflows/editor/panels/WorkflowParametersPanel.tsx	290	// Step 1: Update inline {{ old_key }} references to {{ new_key }}	COMMENT
LOW⚡	…es/workflows/editor/panels/WorkflowParametersPanel.tsx	295	// Step 2: Update parameterKeys arrays	COMMENT
LOW	tests/unit/test_workflow_schema_field_preservation.py	374	# Step 1: Build existing field assignments	STRING
LOW	tests/unit/test_workflow_schema_field_preservation.py	386	# Step 2: SKY-8965 Phase 2 — deterministic picker preserves existing	STRING
LOW⚡	tests/unit/workflow/test_browser_session_id_template.py	244	# Step 1: Register context (like initialize_workflow_run_context does)	COMMENT
LOW⚡	tests/unit/workflow/test_browser_session_id_template.py	254	# Step 2: Simulate auto_create_browser_session_if_needed returning a session,	COMMENT
LOW⚡	tests/unit/workflow/test_browser_session_id_template.py	260	# Step 3: Verify template rendering (as _execute_workflow_blocks would)	COMMENT
LOW	…ions/2025_10_30_1414-541870962332_add_folders_table.py	24	# Step 1: Create folders table	COMMENT
LOW	…ions/2025_10_30_1414-541870962332_add_folders_table.py	56	# Step 2: Add folder_id to workflows table	COMMENT
LOW⚡	…ions/2025_10_30_1414-541870962332_add_folders_table.py	81	# Step 1: Remove folder_id from workflows table (must be done before dropping folders table)	COMMENT
LOW⚡	…ions/2025_10_30_1414-541870962332_add_folders_table.py	86	# Step 2: Drop folders table	COMMENT
LOW	skyvern/core/script_generations/generate_script.py	4264	# Step 1: Get or create ScriptBlock record for this revision	COMMENT
LOW	skyvern/core/script_generations/generate_script.py	4297	# Step 2: Create or update ScriptFile with content deduplication	COMMENT
LOW⚡	skyvern/webeye/utils/dom.py	1510	# Step 1: Use native element.scrollIntoView() which handles both window scrolling	COMMENT
LOW⚡	skyvern/webeye/utils/dom.py	1569	# Step 2: Playwright actionability confirmation. After Step 1, the element should	COMMENT
LOW⚡	skyvern/cli/browser.py	252	# Step 1: Check if debugging is already enabled	COMMENT
LOW⚡	skyvern/cli/browser.py	266	# Step 2: Guide the user to enable Chrome remote debugging.	COMMENT
LOW⚡	skyvern/cli/browser.py	274	# Step 3: Auto-discover the debugging server with retries	COMMENT
LOW	skyvern/cli/browser.py	293	# Step 4: Fallback — ask for manual URL	COMMENT
LOW⚡	skyvern/cli/setup_commands.py	1077	# Step 1: Credentials	COMMENT
LOW⚡	skyvern/cli/setup_commands.py	1086	# Step 2: Detect tools	COMMENT
LOW	skyvern/cli/setup_commands.py	1133	# Step 3: Configure detected tools	COMMENT
LOW⚡	skyvern/cli/mcp_tools/prompts.py	165	### Step 1: Create and run	COMMENT
LOW⚡	skyvern/cli/mcp_tools/prompts.py	169	### Step 2: Check status	COMMENT
LOW⚡	skyvern/cli/mcp_tools/prompts.py	176	### Step 3: Fix and re-run	COMMENT
LOW⚡	skyvern/cli/mcp_tools/prompts.py	255	## Step 1: Read the Error	COMMENT
LOW	skyvern/cli/mcp_tools/prompts.py	190	### Step 4: Verify output	COMMENT
LOW	skyvern/cli/mcp_tools/prompts.py	273	## Step 2: Diagnose the Pattern	COMMENT
LOW	skyvern/cli/mcp_tools/prompts.py	315	## Step 3: Fix and Re-run	COMMENT
LOW	skyvern/cli/mcp_tools/prompts.py	329	## Step 4: Escalation	COMMENT
LOW	skyvern/cli/mcp_tools/prompts.py	524	## Step 1: Understand the Changes	COMMENT
LOW	skyvern/cli/mcp_tools/prompts.py	569	## Step 2: Choose the Validation Strategy	COMMENT
LOW	skyvern/cli/mcp_tools/prompts.py	849	## Step 4: Report Results	COMMENT
LOW	skyvern/cli/mcp_tools/prompts.py	881	## Step 5: Post Evidence to PR	COMMENT
LOW	skyvern/cli/mcp_tools/prompts.py	1024	## Step 1: Understand the Changes	COMMENT
LOW	skyvern/cli/mcp_tools/prompts.py	1046	## Step 2: Choose the Validation Strategy	COMMENT
LOW	skyvern/cli/mcp_tools/prompts.py	1100	## Step 4: Report Results	COMMENT
LOW	skyvern/cli/mcp_tools/prompts.py	1130	## Step 5: Remote / Stateless Constraints	COMMENT
LOW⚡	skyvern/schemas/workflows.py	354	# Step 1: Sanitize all block labels and collect the mapping	COMMENT
LOW⚡	skyvern/schemas/workflows.py	361	# Step 2: Sanitize all parameter keys and collect the mapping	COMMENT
LOW⚡	skyvern/schemas/workflows.py	454	# Step 5: Update parameter_keys arrays in blocks	COMMENT
LOW⚡	skyvern/schemas/workflows.py	460	# Step 6: Update finally_block_label if it references an old label	COMMENT
LOW⚡	skyvern/schemas/workflows.py	466	# Step 7: Update next_block_label in all blocks	COMMENT
LOW	skyvern/schemas/workflows.py	378	# Step 3: Update all block label references	COMMENT
LOW	skyvern/schemas/workflows.py	417	# Step 4: Update all parameter key references	COMMENT
LOW	skyvern/forge/sdk/copilot/tools/__init__.py	1694	# Step 1: Update the workflow	COMMENT
LOW	skyvern/forge/sdk/workflow/models/block.py	3278	# If the loop_data is a dict, we need to check if the key exists in the loop_data	COMMENT
LOW	skyvern/forge/sdk/services/bitwarden.py	1392	# Step 3: Retrieve the items	COMMENT
LOW	skyvern/forge/sdk/services/bitwarden.py	1571	# Step 3: Get the item	COMMENT

Redundant / Tautological Comments64 hits · 86 pts

Severity	File	Line	Snippet	Context
LOW	tests/unit/test_workflow_schema_field_preservation.py	30	# Check if real LLM tests should run (set RUN_LLM_TESTS=1 to enable)	COMMENT
LOW	skyvern/core/script_generations/generate_script.py	291	# Check if this task has existing field names to preserve	COMMENT
LOW	skyvern/core/script_generations/generate_script.py	3881	# Check if already cached (for progressive caching)	COMMENT
LOW	skyvern/core/script_generations/generate_script.py	3950	# Check if the reviewer has already provided code for this block	COMMENT
LOW	skyvern/core/script_generations/skyvern_page.py	1046	# Check if the value persisted	COMMENT
LOW	skyvern/experimentation/wait_config.py	170	# Check if user is in the experiment	COMMENT
LOW	skyvern/webeye/browser_factory.py	1408	# Check if Chrome is already running	COMMENT
LOW	skyvern/webeye/scraper/scraped_page.py	122	# Check if the element is self-closing	COMMENT
LOW⚡	skyvern/webeye/actions/handler.py	10958	# Check if we should terminate instead of complete	COMMENT
LOW	skyvern/cli/doctor.py	288	# Check if any tools are even installed (binary on PATH or config dir exists)	COMMENT
LOW	skyvern/cli/quickstart.py	929	# Check if Docker Compose option was explicitly requested or offer choice	COMMENT
LOW	skyvern/cli/commands/browser.py	2104	# Check if Chrome process is still alive	COMMENT
LOW	skyvern/cli/commands/browser.py	2192	# Check if ngrok is installed	COMMENT
LOW	skyvern/cli/commands/browser.py	2202	# Check if ngrok auth token is configured	COMMENT
LOW	skyvern/cli/commands/browser.py	2226	# Check if ngrok died (e.g. bad auth token, port conflict)	COMMENT
LOW	skyvern/forge/agent.py	5499	# Check if Skyvern already returned a complete action, if so, don't run user goal check	COMMENT
LOW	skyvern/forge/agent.py	5705	# Check if the src is a data URI with base64 encoded PDF	COMMENT
LOW	skyvern/forge/agent.py	6603	# Check if we should use the termination-aware prompt (experiment)	COMMENT
LOW	skyvern/forge/agent.py	6741	# Check if we should terminate instead of complete	COMMENT
LOW	skyvern/forge/agent.py	7440	# Check if we have pre-scraped data from parallel verification optimization	COMMENT
LOW	skyvern/forge/agent.py	8029	# Check if prompt caching is enabled for extract-action	COMMENT
LOW	skyvern/forge/agent.py	10489	# Check if this is an LLM provider error	COMMENT
LOW	skyvern/forge/agent.py	10552	# Check if we have LLM errors even if the summarization failed	COMMENT
LOW	skyvern/forge/agent.py	10622	# Check if this is an LLM provider error	COMMENT
LOW	skyvern/forge/agent.py	10706	# Check if we have LLM errors even if the summarization failed	COMMENT
LOW	skyvern/forge/agent.py	10858	# Check if parallel verification should be used	COMMENT
LOW	skyvern/forge/sdk/models.py	116	# Check if there is a successful complete action	COMMENT
LOW	skyvern/forge/sdk/models.py	152	# Check if there is a successful terminate action	COMMENT
LOW	skyvern/forge/sdk/forge_log.py	1467	# Check if it's a subclass of known exception types	COMMENT
LOW	skyvern/forge/sdk/forge_log.py	1516	# Check if exception is a subclass of transient exceptions	COMMENT
LOW	skyvern/forge/sdk/forge_log.py	1523	# Check if exception is a subclass of bug exceptions	COMMENT
LOW	…rn/forge/sdk/workflow/workflow_definition_converter.py	117	# Check if user's trying to manually create an output parameter	COMMENT
LOW	…rn/forge/sdk/workflow/workflow_definition_converter.py	130	# Check if any parameter keys collide with automatically created output parameter keys	COMMENT
LOW	skyvern/forge/sdk/workflow/service.py	7571	# Check if there's a related workflow script that should be used instead.	COMMENT
LOW	skyvern/forge/sdk/workflow/service.py	7658	# Check if there's a finally block configured	COMMENT
LOW	skyvern/forge/sdk/workflow/service.py	9513	# Check if this block is designated as requires_agent by the script reviewer.	COMMENT
LOW	skyvern/forge/sdk/workflow/service.py	9521	# Check if this block has never been cached (e.g. from an unexecuted	COMMENT
LOW	skyvern/forge/sdk/workflow/service.py	17874	# Check if the script is pinned — skip auto-review for pinned scripts.	COMMENT
LOW	skyvern/forge/sdk/workflow/context_manager.py	1252	# Check if it's in the format vault_id:item_id	COMMENT
LOW	skyvern/forge/sdk/workflow/context_manager.py	1529	# Check if item is None	COMMENT
LOW	skyvern/forge/sdk/workflow/models/block.py	3328	# Check if this looks like a parameter path (contains dots and/or _output)	COMMENT
LOW	skyvern/forge/sdk/workflow/models/block.py	15513	# Check if timeout_seconds has elapsed	COMMENT
LOW	skyvern/forge/sdk/workflow/models/block.py	16701	# Check if url is a parameter	COMMENT
LOW	skyvern/forge/sdk/workflow/models/block.py	17080	# Check if file_path is a URL or managed storage URI	COMMENT
LOW	skyvern/forge/sdk/db/repositories/folders.py	174	# Check if folder exists	COMMENT
LOW	skyvern/forge/sdk/api/files.py	636	# Check if URL is a Google Drive link	COMMENT
LOW	skyvern/forge/sdk/api/files.py	645	# Check if URL is a storage URI handled by the configured storage backend. A file:// URI	COMMENT
LOW	skyvern/forge/sdk/api/files.py	686	# Check if URL is a file:// URI	COMMENT
LOW⚡	skyvern/forge/sdk/api/llm/schema_validator.py	75	# Check if null is allowed in the schema type	COMMENT
LOW	skyvern/forge/sdk/api/llm/api_handler_factory.py	2105	# Check if this is an OpenAI model	COMMENT
LOW	skyvern/forge/sdk/api/llm/api_handler_factory.py	2949	# Check if this is an OpenAI model	COMMENT
LOW	skyvern/forge/sdk/api/llm/utils.py	424	# Check if the next non-whitespace character is a JSON structure character	COMMENT
LOW⚡	skyvern/forge/sdk/api/llm/vertex_cache_manager.py	103	# Check if cache already exists for this key	COMMENT
LOW⚡	skyvern/forge/sdk/api/llm/vertex_cache_manager.py	106	# Check if still valid	COMMENT
LOW	skyvern/forge/sdk/routes/agent_protocol.py	1308	# Read file and validate early (before creating import record)	COMMENT
LOW	skyvern/forge/sdk/routes/agent_protocol.py	6284	# Check if this is a TaskV2 block that needs to be flattened	COMMENT
LOW	skyvern/forge/sdk/routes/credentials.py	1235	# Check if the credential already has a browser profile	COMMENT
LOW	skyvern/forge/sdk/services/bitwarden.py	1586	# Check if the bw_organization_id matches	COMMENT
LOW	skyvern/forge/sdk/services/bitwarden.py	1597	# Check if the item is a credit card	COMMENT
LOW	skyvern/services/cleanup_service.py	333	# Check if process name matches any of the stale process names	COMMENT
4 more matches not shown…

Hallucination Indicators8 hits · 85 pts

Severity	File	Line	Snippet	Context
CRITICAL	tests/unit/test_script_skyvern_page.py	1207	assert "654321" not in script_page._ai.ai_input_text.await_args.kwargs.values()	CODE
CRITICAL	tests/unit/test_script_skyvern_page.py	1601	assert "654321" not in script_page._ai.ai_input_text.await_args.kwargs.values()	CODE
CRITICAL	tests/unit/test_real_azure.py	5	from azure.core.exceptions import HttpResponseError, ResourceExistsError, ResourceNotFoundError	CODE
CRITICAL	tests/unit/test_context_manager.py	11	from azure.core.exceptions import ClientAuthenticationError, HttpResponseError	CODE
CRITICAL	tests/unit/webeye/test_screenshot_cdp_fallback.py	76	page.context.new_cdp_session.return_value.detach.assert_awaited_once()	CODE
CRITICAL	tests/unit/webeye/test_screenshot_observability.py	300	page.context.new_cdp_session.return_value.detach.assert_awaited_once_with()	CODE
CRITICAL⚡	tests/unit/webeye/test_main_world_eval.py	99	page.context.new_cdp_session.return_value.detach.assert_awaited_once()	CODE
CRITICAL	skyvern/forge/sdk/api/real_azure.py	8	from azure.core.exceptions import ResourceNotFoundError	CODE

Modern AI Meta-Vocabulary26 hits · 84 pts

Severity	File	Line	Snippet	Context
MEDIUM	…rn-frontend/src/util/onboarding/OnboardingTelemetry.ts	248	// -- Error events (rollback guardrails) --	COMMENT
MEDIUM	…nit/test_action_to_stmt_credential_totp_inheritance.py	77	# `totp_identifier=` explicitly on the block. Mirrors the agentic	COMMENT
MEDIUM	…nit/test_action_to_stmt_credential_totp_inheritance.py	206	# agentic walk over `block.get_all_parameters(...)`.	COMMENT
MEDIUM	…nit/test_action_to_stmt_credential_totp_inheritance.py	232	# Block has no credential parameter bound — matches the agentic case	COMMENT
MEDIUM⚡	tests/unit/test_validation_evidence_router_prompts.py	141	# invites it to hallucinate visual evidence. The no-page branch must not	COMMENT
MEDIUM⚡	tests/unit/test_mcp_workflow_tools.py	405	# Prove the exact Slack scenario: MCP agent hallucinates various model strings	COMMENT
MEDIUM⚡	tests/unit/test_download_popup_lifecycle_v4.py	998	# --- Behavior A: event-driven Page ownership via context.on("page") (SKY-15371) ---------------------	COMMENT
MEDIUM⚡	tests/unit/test_download_popup_lifecycle_v4.py	1002	# action-window delta backstop have both been torn down. An event-driven ``context.on("page")`` owner,	COMMENT
MEDIUM	tests/unit/test_domutils_scroll_helpers_gating.py	123	# And the helper that orchestrates the scroll loop defaults to False.	COMMENT
MEDIUM⚡	tests/unit/test_copilot_composition_evidence.py	1752	# The first goto_url is the scaffold the agent scouts from — never gated.	STRING
MEDIUM	skills/skyvern/references/prompt-writing.md	23	## Reliability guardrails	COMMENT
MEDIUM	skyvern/webeye/actions/handler.py	5136	# zero-delay return). An event-driven download already settled/closed by the capture path	COMMENT
MEDIUM	skyvern/webeye/actions/parse_actions.py	131	# LLM sometimes hallucinates and returns element id for non-web actions such as WAIT, TERMINATE, COMPLETE etc.	COMMENT
MEDIUM	skyvern/cli/skills/skyvern/references/prompt-writing.md	23	## Reliability guardrails	COMMENT
MEDIUM	skyvern/cli/mcp_tools/response.py	815	# combined value past the formatter's own output (generic scaffolding plus	COMMENT
MEDIUM	skyvern/forge/failure_classifier.py	518	# LLM reasoning error (wrong action, hallucination)	COMMENT
MEDIUM	skyvern/forge/agent.py	671	# Exception types that indicate an LLM-specific step failure (context window, provider errors,	COMMENT
MEDIUM	skyvern/forge/agent.py	3582	# 1. CUA executes only one action step by step -- it's pretty less likely to have a hallucination for completion	COMMENT
MEDIUM	skyvern/forge/agent.py	10602	# LLM-specific failure (e.g. context window exceeded)	COMMENT
MEDIUM	skyvern/forge/agent_functions.py	2543	# from element attributes to make sure this won't increase hallucination	COMMENT
MEDIUM	skyvern/forge/sdk/core/skyvern_context.py	861	# v3 agentic reviewer — per-run cumulative budget. Initialized at workflow	COMMENT
MEDIUM	skyvern/forge/sdk/copilot/composition_evidence.py	628	# entrypoint scaffold — ungated so the agent can record it and scout from it.	COMMENT
MEDIUM⚡	skyvern/forge/sdk/copilot/code_block_preflight.py	578	# The wrapper scaffolding is static and valid, so any SyntaxError is in the supplied code —	COMMENT
MEDIUM⚡	skyvern/forge/sdk/copilot/tools/guardrails.py	44	# Agents SDK guardrails may hand us either raw JSON or an already parsed mapping.	COMMENT
MEDIUM	skyvern/forge/sdk/workflow/models/block.py	9421	# "context" is a skyvern-defined field to reduce LLM hallucination	COMMENT
MEDIUM	skyvern/services/script_reviewer_v3/skills/validate.py	211	# agent doesn't hallucinate methods.	COMMENT

AI Slop Vocabulary29 hits · 82 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/unit/test_taskv3_loop.py	13600	# The engine summary line emits these counters. An `engages_page` tool, a click the harness refused	COMMENT
MEDIUM	tests/unit/test_agent_task_v3.py	5296	# execute harness stubs update_task, so the real contract is pinned here: failed/terminated	COMMENT
MEDIUM⚡	tests/unit/test_cdp_connection_retry.py	332	"""An invalid runtime override falls back to the settings field default (the robust	STRING
MEDIUM	…s/unit/test_explicit_submit_sequential_click_bypass.py	392	# bypass above is caused by the submit semantics, not the harness.	COMMENT
LOW	tests/unit/test_cached_download_s3_upload.py	517	# A misconfigured cached destination must halt the script (raise), not just return a	COMMENT
MEDIUM	tests/unit/test_workflow_copilot_route.py	1758	# The harness cancel seed is handed through; nothing re-authors it.	COMMENT
MEDIUM	tests/unit/test_workflow_copilot_route.py	2799	# before finalisation breaks. The name says "after staged commit"; this makes the harness mean it.	COMMENT
MEDIUM⚡	tests/unit/test_download_suffix_lineage.py	250	# 4-case reproduction harness (real render/copy + real finalize + real contextvar naming)	COMMENT
MEDIUM	tests/unit/workflow/test_code_block_escalation.py	1749	# The harness heal path composes its goal without the floor path's `if not self.prompt`	COMMENT
MEDIUM	skyvern/webeye/cdp_download_interceptor.py	125	# and a separate local harness reproduced the interceptor replay materializing ~4/3x the body as base64.	COMMENT
MEDIUM	skyvern/webeye/cdp_download_interceptor.py	126	# Those are local-stack / replay-harness observations, not interceptor-path production measurements.	COMMENT
MEDIUM⚡	skyvern/cli/lazy.py	108	# Click-version-robust group base	COMMENT
LOW	skyvern/forge/agent.py	4018	# TODO (kerem): keep the task object uptodate at all times so that clean_up_task can just use it	COMMENT
MEDIUM	skyvern/forge/sdk/copilot/hooks.py	273	# harness's cue to end the loop and speak for it.	COMMENT
MEDIUM	skyvern/forge/sdk/copilot/agent.py	1720	# the product can do; the harness only keeps the recorded-run sentence in front of it,	COMMENT
MEDIUM	skyvern/forge/sdk/copilot/agent.py	1722	# contradictions is the model's jurisdiction and the eval's bar, not a harness matcher.	COMMENT
MEDIUM	…yvern/forge/sdk/copilot/completion_output_grounding.py	47	# Keys the harness writes onto page evidence: facts about the capture, never page content.	COMMENT
MEDIUM	skyvern/forge/sdk/workflow/service.py	14842	# soft-deleted (e.g. eval harness teardown fired while the orphan	COMMENT
MEDIUM	skyvern/forge/sdk/workflow/service.py	15862	# harness tears down a workflow while the run is still executing in	COMMENT
MEDIUM	skyvern/forge/sdk/db/repositories/scripts.py	970	# Join on both script_id and organization_id to leverage uc_org_script_version index.	COMMENT
MEDIUM	skyvern/forge/taskv3/target_label.py	92	# The model cannot do this (cloud_docs/task-v3/CHARTER.md, "Is the harness doing the model's job?"): the	COMMENT
MEDIUM	skyvern/forge/taskv3/code_surface.py	74	# The accounting unit for a tool whose body the harness cannot see is the brokered operation,	COMMENT
MEDIUM	skyvern/forge/taskv3/loop.py	2447	# written by the harness itself (an exception, a retry/step ceiling). `TaskStatus.can_update_to`	COMMENT
MEDIUM	skyvern/forge/taskv3/loop.py	4191	# emitted a well-formed action call and the harness declined to dispatch it over	COMMENT
MEDIUM	skyvern/forge/taskv3/loop.py	4237	# The model attempted; the harness declined. A refusal must not read as a run	COMMENT
LOW	skyvern/client/core/serialization.py	180	# then we can just pass the value through as is	COMMENT
LOW	skyvern/services/script_service.py	4341	# Invariant: loop_output_values was just set to [] above (step 5 setup).	COMMENT
MEDIUM	skyvern/services/browser_recording/service.py	487	# Base64, but Python's standard decoder is usually robust enough to	COMMENT
MEDIUM	skyvern/services/browser_recording/redact.py	79	# a classifier in the harness. A field without the attribute stays unbound.	COMMENT

Dead Code17 hits · 34 pts

Severity	File	Line	Context
MEDIUM	tests/unit/test_copilot_runtime.py	1511	CODE
MEDIUM	tests/unit/test_copilot_runtime.py	1551	CODE
MEDIUM	tests/unit/test_copilot_ask_user.py	488	CODE
MEDIUM	tests/unit/test_copilot_streaming_adapter.py	427	CODE
MEDIUM	tests/unit/test_agent_protocol_idempotency.py	442	CODE
MEDIUM	tests/unit/test_twilio_integration_routes.py	1597	CODE
MEDIUM	tests/unit/test_copilot_attached_file_upload.py	398	CODE
MEDIUM	tests/unit/test_copilot_mcp_adapter.py	602	CODE
MEDIUM	tests/unit/test_copilot_mcp_adapter.py	637	CODE
MEDIUM	tests/unit/test_copilot_mcp_adapter.py	1302	CODE
MEDIUM	tests/unit/test_copilot_mcp_adapter.py	1848	CODE
MEDIUM	tests/unit/test_copilot_mcp_adapter.py	1901	CODE
MEDIUM	tests/unit/test_copilot_mcp_adapter.py	2432	CODE
MEDIUM	tests/unit/test_copilot_mcp_adapter.py	2456	CODE
MEDIUM	skyvern/forge/agent_functions.py	2773	CODE
MEDIUM	skyvern/forge/sdk/routes/scripts.py	753	CODE
MEDIUM	skyvern/services/script_service.py	1939	CODE

Overly Generic Function Names29 hits · 25 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/unit/test_code_block_preflight.py	248	async def helper():	CODE
LOW	tests/unit/test_code_block_preflight.py	93	async def helper():	CODE
LOW	tests/unit/test_code_block_preflight.py	104	async def helper():	CODE
LOW⚡	tests/unit/test_code_block_preflight.py	236	code = "async def helper():\n global setup_only\n setup_only = False\n\nawait helper()\nreturn {}\n"	STRING
LOW⚡	…unit/test_copilot_code_artifact_metadata_violations.py	480	def helper():	CODE
LOW⚡	…unit/test_copilot_code_artifact_metadata_violations.py	489	def helper():	CODE
LOW	…unit/test_copilot_code_artifact_metadata_violations.py	401	def helper():	CODE
LOW⚡	tests/unit/test_code_block_steps.py	486	"def helper():\n url = 'https://example.com/a'\n\nasync def run(page):\n await page.goto(url)\n",	CODE
LOW⚡	tests/unit/test_copilot_code_block_synthesis.py	2115	"async def helper():\n"	STRING
LOW⚡	tests/unit/test_copilot_code_block_synthesis.py	2127	"async def helper():\n"	STRING
LOW⚡	tests/unit/test_copilot_code_block_synthesis.py	2198	"async def helper():\n"	STRING
LOW⚡	tests/unit/test_copilot_code_block_synthesis.py	2210	"async def helper():\n"	STRING
LOW	tests/unit/test_uploaded_file_retention.py	515	async def execute_task(**kwargs: object) -> None:	CODE
LOW⚡	tests/unit/test_task_v2_compute_task.py	276	nested = "def helper():\n return {'output': 1}\nanswer = helper()\n"	CODE
LOW⚡	skyvern/webeye/actions/handler.py	2695	async def helper(element_dict: dict, frame: Page \| Frame) -> bool:	CODE
LOW	skyvern/webeye/actions/handler.py	2664	async def helper(element_dict: dict, frame: Page \| Frame) -> bool:	CODE
LOW	skyvern/library/skyvern.py	328	async def run_task(	CODE
LOW	skyvern/library/skyvern_browser_page_agent.py	42	async def run_task(	CODE
LOW	skyvern/cli/commands/browser.py	1749	def run_task(	CODE
LOW	skyvern/forge/sdk/api/aws.py	1502	async def run_task(	CODE
LOW	skyvern/forge/sdk/executor/background_task_executor.py	697	async def execute_task(	CODE
LOW	skyvern/forge/sdk/executor/async_executor.py	20	async def execute_task(	CODE
LOW	skyvern/forge/sdk/routes/agent_protocol.py	333	async def run_task(	CODE
LOW	skyvern/client/client.py	166	def run_task(	CODE
LOW	skyvern/client/client.py	4033	async def run_task(	CODE
LOW	skyvern/client/raw_client.py	90	def run_task(	CODE
LOW	skyvern/client/raw_client.py	5792	async def run_task(	CODE
LOW	skyvern/services/task_v1_service.py	111	async def run_task(	CODE
LOW	skyvern/services/script_service.py	2305	async def run_task(	CODE

Synthetic Comment Markers3 hits · 20 pts

Severity	File	Line	Snippet	Context
HIGH	skyvern-ts/client/src/library/SkyvernBrowserPage.ts	142	// If the original selector doesn't work, try to click the element with the AI generated selector	COMMENT
HIGH	evaluation/results/webvoyager-Allrecipes.md	36	\| 33 \| Allrecipes--33 \| completed \| Find a recipe for a low-carb breakfast on Allrecipes with at least 25 rev	CODE
HIGH	skyvern/core/script_generations/script_skyvern_page.py	1246	# AI-generated cached scripts still get LLM verification.	COMMENT

Slop Phrases5 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	docker-compose.yml	139	# If you are looking to integrate Skyvern with a password manager (eg Bitwarden), you can use the following environm	COMMENT
MEDIUM	docker-compose.yml	148	# If you are looking to integrate Skyvern with 1Password, you can use the following environment variables.	COMMENT
MEDIUM	docker-compose.yml	210	# - 127.0.0.1:11002:80 # you can replace the 11002 with your preferred port	COMMENT
MEDIUM	tests/unit/test_actions.py	961	"I cannot provide an action. The `actions` array will be empty.",	CODE
LOW	skyvern/forge/sdk/core/aiohttp_helper.py	335	# TODO: make sure to test this out	COMMENT

TODO Padding3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	skyvern/core/script_generations/script_skyvern_page.py	1199	# TODO: add validation here. if it doesn't pass the validation criteria:	COMMENT
LOW	skyvern/webeye/cdp_download_interceptor.py	1356	# TODO: implement proper filename dedup (e.g., content hash or UUID suffix)	COMMENT
LOW	skyvern/forge/agent_functions.py	712	# TODO: implement a fallback solution for "too large" case, maybe convert by screenshot	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/test-install.sh	4	# Usage:	COMMENT

Maintenance and Governance Review

Risk Review · v3

What These Metrics Mean

Pattern-Signal History

Severity Breakdown

Directory Score Breakdown

Pattern Findings