polarsource/polar

11.0

Adjusted Score

11.0

Raw Score

100%

Time Factor

2026-07-14

Last Push

10.1K

Stars

Python

Language

718.4K

Lines of Code

3.7K

Files

6.7K

Pattern Hits

2026-07-14

Scan Date

0.05

HC Hit Rate

What These Metrics Mean

Adjusted Score: Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score: The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor: The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits: Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate: High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files: Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 1HIGH 172MEDIUM 440LOW 6093

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 6706 distinct pattern matches across 22 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. 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 diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Hyper-Verbose Identifiers4449 hits · 4018 pts

Severity	File	Line	Snippet	Context
LOW	clients/packages/ui/src/components/ui/chart.tsx	325	function getPayloadConfigFromPayload(	CODE
LOW	clients/apps/app/auth/refresher.ts	66	function oauthTokenEndpointErrorCode(error: unknown): string \| undefined {	CODE
LOW	clients/apps/app/auth/refresher.ts	78	function shouldClearSessionAfterTokenRefreshFailure(error: unknown): boolean {	CODE
LOW	clients/apps/app/providers/NotificationsProvider.tsx	24	async function registerForPushNotificationsAsync() {	CODE
LOW	clients/apps/app/providers/OrganizationProvider.tsx	31	export function PolarOrganizationProvider({ children }: PropsWithChildren) {	CODE
LOW	…/[organization]/portal/CustomerPortalLayoutWrapper.tsx	18	export function CustomerPortalLayoutWrapper({	CODE
LOW	clients/apps/web/src/utils/order.ts	40	export function isOrderInDunningLifecycle(	CODE
LOW	clients/apps/web/src/utils/i18n/index.ts	8	export function parseAcceptLanguageHeader(	CODE
LOW⚡	clients/apps/web/src/utils/i18n/index.ts	39	function getLocaleFromAcceptLanguageHeader(	CODE
LOW⚡	clients/apps/web/src/utils/i18n/index.ts	45	function getPrimaryLanguageForLocale(locale: string): string {	CODE
LOW⚡	clients/apps/web/src/utils/i18n/index.ts	49	export function findMatchingLocaleInAcceptLanguageHeader(	CODE
LOW	…/components/Metrics/CancellationsDistributionChart.tsx	30	export default function CancellationsDistributionChart({	CODE
LOW	…b/src/components/Metrics/CancellationsStackedChart.tsx	57	export default function CancellationsStackedChart({	CODE
LOW	…nents/Metrics/dashboards/DashboardDetailClientPage.tsx	32	export default function DashboardDetailClientPage({	CODE
LOW	…src/components/Settings/OrganizationDeleteSettings.tsx	19	export default function OrganizationDeleteSettings({	CODE
LOW	…src/components/Settings/BackupCodesRegenerateModal.tsx	11	export default function BackupCodesRegenerateModal({	CODE
LOW	clients/apps/web/src/components/Benefit/utils.tsx	99	export function isBenefitVisibilityConfigurable(	CODE
LOW	clients/apps/web/src/hooks/queries/customerPortal.ts	8	export function useCustomerPortalCustomer(options?: {	CODE
LOW	server/polar/config.py	30	def _validate_email_renderer_binary_path(value: Path) -> Path:	CODE
LOW	server/polar/config.py	634	def is_read_replica_configured(self) -> bool:	STRING
LOW	server/polar/config.py	696	def stripe_descriptor_suffix_max_length(self) -> int:	STRING
LOW	server/polar/config.py	708	def get_pydantic_gateway_model(	STRING
LOW	server/polar/exception_handlers.py	26	async def request_validation_exception_handler(	CODE
LOW	server/polar/exception_handlers.py	36	async def polar_redirection_exception_handler(	CODE
LOW	server/polar/exception_handlers.py	50	async def polar_not_modified_handler(request: Request, exc: Exception) -> Response:	CODE
LOW	server/polar/operational_errors.py	21	def _sql_timeout_error_matcher(exc: BaseException) -> bool:	CODE
LOW	server/polar/operational_errors.py	37	def _sql_lock_not_available_error_matcher(exc: BaseException) -> bool:	CODE
LOW	server/polar/operational_errors.py	51	def _sql_deadlock_error_matcher(exc: BaseException) -> bool:	CODE
LOW⚡	server/polar/operational_errors.py	62	def _timeout_lock_error_matcher(exc: BaseException) -> bool:	CODE
LOW⚡	server/polar/operational_errors.py	66	def _external_event_already_handled_error_matcher(exc: BaseException) -> bool:	CODE
LOW⚡	server/polar/operational_errors.py	73	def _tinybird_operational_error_matcher(exc: BaseException) -> bool:	CODE
LOW⚡	server/polar/operational_errors.py	80	def _polar_self_client_operational_error_matcher(exc: BaseException) -> bool:	CODE
LOW⚡	server/polar/operational_errors.py	87	def _email_sender_operational_error_matcher(exc: BaseException) -> bool:	CODE
LOW	server/polar/app.py	110	def generate_unique_openapi_id(route: APIRoute) -> str:	CODE
LOW	server/polar/organization/service.py	155	def _is_hosted_website_domain(website_domain: str) -> bool:	CODE
LOW	server/polar/organization/service.py	162	def _email_domain_matches_website(email_domain: str, website_domain: str) -> bool:	CODE
LOW	server/polar/organization/service.py	423	async def _validate_currency_change(	CODE
LOW	server/polar/organization/service.py	916	async def _sync_polar_self_customer_owner(	CODE
LOW	server/polar/organization/service.py	1032	def _enqueue_cancel_pending_payouts(self, organization: Organization) -> None:	CODE
LOW	server/polar/organization/service.py	1052	async def confirm_organization_reviewed(	CODE
LOW	server/polar/organization/service.py	1306	async def handle_ongoing_review_verdict(	CODE
LOW	server/polar/organization/service.py	1410	async def unsnooze_expired_organizations(	CODE
LOW	server/polar/organization/service.py	1430	async def offboard_expired_organizations(	CODE
LOW	server/polar/organization/service.py	1456	async def cancel_expired_organizations_subscriptions(	CODE
LOW	server/polar/organization/service.py	1475	async def set_organization_offboarded(	CODE
LOW	server/polar/organization/service.py	1494	def _transition_to_offboarded(	CODE
LOW	server/polar/organization/service.py	1511	async def set_organization_under_review(	CODE
LOW	server/polar/organization/service.py	1535	async def set_organization_offboarding(	CODE
LOW	server/polar/organization/service.py	1751	def _build_identity_verification_check(	CODE
LOW	server/polar/organization/service.py	1791	def _build_product_description_check(	CODE
LOW	server/polar/organization/service.py	1809	def _build_payout_account_check(	CODE
LOW	server/polar/organization/service.py	1837	async def _build_product_configuration_check(	CODE
LOW	server/polar/organization/service.py	1849	async def _build_setup_readiness_check(	CODE
LOW	server/polar/organization/service.py	2118	async def mark_ai_onboarding_complete(	CODE
LOW	server/polar/organization/tasks.py	82	async def organization_unsnooze_expired() -> None:	CODE
LOW	server/polar/organization/tasks.py	94	async def organization_offboard_expired() -> None:	CODE
LOW	server/polar/organization/tasks.py	106	async def organization_cancel_expired_subscriptions() -> None:	CODE
LOW	server/polar/organization/tasks.py	142	def _check_threshold_debounce_key(account_id: uuid.UUID) -> str:	CODE
LOW	server/polar/organization/tasks.py	151	async def organization_check_threshold(account_id: uuid.UUID) -> None:	CODE
LOW	server/polar/organization/tasks.py	176	async def organization_under_review(organization_id: uuid.UUID) -> None:	CODE
4389 more matches not shown…

Decorative Section Separators259 hits · 846 pts

Severity	File	Line	Snippet	Context
MEDIUM	terraform/test/network.tf	1	# =============================================================================	COMMENT
MEDIUM	terraform/test/network.tf	3	# =============================================================================	COMMENT
MEDIUM	terraform/test/aws.tf	103	# =============================================================================	COMMENT
MEDIUM	terraform/test/aws.tf	105	# =============================================================================	COMMENT
MEDIUM	terraform/test/aws.tf	127	# =============================================================================	COMMENT
MEDIUM	terraform/test/aws.tf	129	# =============================================================================	COMMENT
MEDIUM	terraform/test/aws.tf	183	# =============================================================================	COMMENT
MEDIUM	terraform/test/aws.tf	185	# =============================================================================	COMMENT
MEDIUM	terraform/test/render.tf	2	# =============================================================================	COMMENT
MEDIUM	terraform/test/render.tf	4	# =============================================================================	COMMENT
MEDIUM	terraform/test/render.tf	18	# =============================================================================	COMMENT
MEDIUM	terraform/test/render.tf	20	# =============================================================================	COMMENT
MEDIUM	terraform/test/render.tf	32	# =============================================================================	COMMENT
MEDIUM	terraform/test/render.tf	34	# =============================================================================	COMMENT
MEDIUM⚡	terraform/test/render.tf	76	# =============================================================================	COMMENT
MEDIUM⚡	terraform/test/render.tf	78	# =============================================================================	COMMENT
MEDIUM⚡	terraform/test/render.tf	84	# =============================================================================	COMMENT
MEDIUM⚡	terraform/test/render.tf	86	# =============================================================================	COMMENT
MEDIUM	terraform/test/render.tf	303	# =============================================================================	COMMENT
MEDIUM	terraform/test/render.tf	305	# =============================================================================	COMMENT
MEDIUM	terraform/test/render.tf	354	# =============================================================================	COMMENT
MEDIUM	terraform/test/render.tf	356	# =============================================================================	COMMENT
MEDIUM	terraform/test/vercel.tf	1	# =============================================================================	COMMENT
MEDIUM	terraform/test/vercel.tf	3	# =============================================================================	COMMENT
MEDIUM	terraform/sandbox/network.tf	1	# =============================================================================	COMMENT
MEDIUM	terraform/sandbox/network.tf	3	# =============================================================================	COMMENT
MEDIUM	terraform/sandbox/aws.tf	108	# =============================================================================	COMMENT
MEDIUM	terraform/sandbox/aws.tf	110	# =============================================================================	COMMENT
MEDIUM	terraform/sandbox/aws.tf	129	# =============================================================================	COMMENT
MEDIUM	terraform/sandbox/aws.tf	131	# =============================================================================	COMMENT
MEDIUM	terraform/sandbox/aws.tf	181	# =============================================================================	COMMENT
MEDIUM	terraform/sandbox/aws.tf	183	# =============================================================================	COMMENT
MEDIUM	terraform/sandbox/variables.tf	1	# =============================================================================	COMMENT
MEDIUM	terraform/sandbox/variables.tf	3	# =============================================================================	COMMENT
MEDIUM⚡	terraform/sandbox/render.tf	2	# =============================================================================	COMMENT
MEDIUM⚡	terraform/sandbox/render.tf	4	# =============================================================================	COMMENT
MEDIUM⚡	terraform/sandbox/render.tf	13	# =============================================================================	COMMENT
MEDIUM⚡	terraform/sandbox/render.tf	15	# ============================================================================	COMMENT
MEDIUM	terraform/sandbox/render.tf	30	# =============================================================================	COMMENT
MEDIUM	terraform/sandbox/render.tf	32	# =============================================================================	COMMENT
MEDIUM	terraform/sandbox/render.tf	47	# =============================================================================	COMMENT
MEDIUM	terraform/sandbox/render.tf	49	# =============================================================================	COMMENT
MEDIUM⚡	terraform/sandbox/render.tf	77	# =============================================================================	COMMENT
MEDIUM⚡	terraform/sandbox/render.tf	79	# =============================================================================	COMMENT
MEDIUM⚡	terraform/sandbox/render.tf	85	# =============================================================================	COMMENT
MEDIUM⚡	terraform/sandbox/render.tf	87	# =============================================================================	COMMENT
MEDIUM	terraform/sandbox/render.tf	322	# =============================================================================	COMMENT
MEDIUM	terraform/sandbox/render.tf	324	# =============================================================================	COMMENT
MEDIUM	terraform/sandbox/render.tf	371	# =============================================================================	COMMENT
MEDIUM	terraform/sandbox/render.tf	373	# =============================================================================	COMMENT
MEDIUM	terraform/sandbox/vercel.tf	1	# =============================================================================	COMMENT
MEDIUM	terraform/sandbox/vercel.tf	3	# =============================================================================	COMMENT
MEDIUM	terraform/production/network.tf	1	# =============================================================================	COMMENT
MEDIUM	terraform/production/network.tf	3	# =============================================================================	COMMENT
MEDIUM	terraform/production/aws.tf	98	# =============================================================================	COMMENT
MEDIUM	terraform/production/aws.tf	100	# =============================================================================	COMMENT
MEDIUM	terraform/production/aws.tf	119	# =============================================================================	COMMENT
MEDIUM	terraform/production/aws.tf	121	# =============================================================================	COMMENT
MEDIUM	terraform/production/aws.tf	171	# =============================================================================	COMMENT
MEDIUM	terraform/production/aws.tf	173	# =============================================================================	COMMENT
199 more matches not shown…

Unused Imports675 hits · 614 pts

Severity	File	Line	Context
LOW	server/polar/tasks.py	1	CODE
LOW	server/polar/tasks.py	2	CODE
LOW	server/polar/tasks.py	3	CODE
LOW	server/polar/tasks.py	4	CODE
LOW	server/polar/tasks.py	5	CODE
LOW	server/polar/tasks.py	6	CODE
LOW	server/polar/tasks.py	7	CODE
LOW	server/polar/tasks.py	8	CODE
LOW	server/polar/tasks.py	9	CODE
LOW	server/polar/tasks.py	10	CODE
LOW	server/polar/tasks.py	11	CODE
LOW	server/polar/tasks.py	12	CODE
LOW	server/polar/tasks.py	13	CODE
LOW	server/polar/tasks.py	14	CODE
LOW	server/polar/tasks.py	15	CODE
LOW	server/polar/tasks.py	16	CODE
LOW	server/polar/tasks.py	17	CODE
LOW	server/polar/tasks.py	18	CODE
LOW	server/polar/tasks.py	19	CODE
LOW	server/polar/tasks.py	20	CODE
LOW	server/polar/tasks.py	21	CODE
LOW	server/polar/tasks.py	22	CODE
LOW	server/polar/tasks.py	23	CODE
LOW	server/polar/tasks.py	24	CODE
LOW	server/polar/tasks.py	25	CODE
LOW	server/polar/tasks.py	26	CODE
LOW	server/polar/tasks.py	27	CODE
LOW	server/polar/tasks.py	28	CODE
LOW	server/polar/tasks.py	29	CODE
LOW	server/polar/tasks.py	30	CODE
LOW	server/polar/tasks.py	31	CODE
LOW	server/polar/tasks.py	32	CODE
LOW	server/polar/tasks.py	33	CODE
LOW	server/polar/tasks.py	34	CODE
LOW	server/polar/tasks.py	35	CODE
LOW	server/polar/tasks.py	36	CODE
LOW	server/polar/tasks.py	37	CODE
LOW	server/polar/tasks.py	38	CODE
LOW	server/polar/tasks.py	39	CODE
LOW	server/polar/tasks.py	40	CODE
LOW	server/polar/tasks.py	41	CODE
LOW	server/polar/logfire.py	23	CODE
LOW	server/polar/logfire.py	24	CODE
LOW	server/polar/logfire.py	24	CODE
LOW	server/polar/logfire.py	25	CODE
LOW	server/polar/logfire.py	26	CODE
LOW	server/polar/posthog.py	1	CODE
LOW	server/polar/postgres.py	8	CODE
LOW	server/polar/app.py	9	CODE
LOW	server/polar/organization/service.py	37	CODE
LOW	server/polar/event_type/__init__.py	1	CODE
LOW	server/polar/order/repository.py	46	CODE
LOW	server/polar/metrics/metrics.py	8	CODE
LOW	server/polar/metrics/queries.py	46	CODE
LOW	server/polar/custom_field/attachment.py	14	CODE
LOW	server/polar/custom_field/data.py	14	CODE
LOW	server/polar/custom_field/data.py	14	CODE
LOW	server/polar/custom_field/data.py	16	CODE
LOW	server/polar/account_credit/__init__.py	1	CODE
LOW	server/polar/checkout_link/repository.py	26	CODE
615 more matches not shown…

Self-Referential Comments157 hits · 514 pts

Severity	File	Line	Snippet	Context
MEDIUM	terraform/.terraform.lock.hcl	1	# This file is maintained automatically by "terraform init".	COMMENT
MEDIUM	server/polar/transaction/service/dispute.py	107	# Create the dispute, i.e. the transaction withdrawing the amount	COMMENT
MEDIUM	…rver/polar/customer_portal/endpoints/oauth_accounts.py	216	# Create a session only after the OAuth provider has confirmed the code.	COMMENT
MEDIUM	…ver/polar/backoffice/organizations_v2/orders_import.py	341	# Create a grant manually to force properties	COMMENT
MEDIUM	server/polar/backoffice/organizations_v2/analytics.py	183	# Create a copy to avoid mutating the original list	COMMENT
MEDIUM	server/polar/backoffice/organizations_v2/endpoints.py	4228	# Create the credit	COMMENT
MEDIUM	server/polar/payout/service.py	700	# Create a new payout attempt	COMMENT
MEDIUM⚡	server/tests/organization/test_service.py	1626	# Create a review record	COMMENT
MEDIUM	server/tests/organization/test_endpoints.py	1047	# Create a customer and order for this organization	COMMENT
MEDIUM	server/tests/organization/test_endpoints.py	1080	# Create a customer and active subscription for this organization	COMMENT
MEDIUM	server/tests/organization/test_backfill_members.py	508	# Create a benefit grant without member_id (legacy)	COMMENT
MEDIUM	server/tests/organization/test_backfill_members.py	631	# Create a grant that already has member_id set	COMMENT
MEDIUM	server/tests/organization/test_backfill_members.py	771	# Create a grant under the old seat-holder customer	COMMENT
MEDIUM	server/tests/organization/test_backfill_members.py	851	# Create a grant and license key under the old seat-holder customer	COMMENT
MEDIUM	…er/tests/organization/test_backfill_benefit_records.py	648	# Create a second customer+member for a different grant	COMMENT
MEDIUM	server/tests/order/test_service.py	2857	# Create a pending order with tax calculation processor ID	COMMENT
MEDIUM	server/tests/order/test_service.py	2872	# Create a payment	COMMENT
MEDIUM	server/tests/order/test_service.py	2904	# Create a customer with a billing address so that _calculate_tax	COMMENT
MEDIUM	server/tests/order/test_service.py	3572	# Create a failed payment with a non-recoverable decline reason	COMMENT
MEDIUM	server/tests/order/test_service.py	5369	# Create a subscription	COMMENT
MEDIUM	server/tests/transaction/service/test_transaction.py	204	# Create an old balance transaction (8 days ago - should be available)	COMMENT
MEDIUM	server/tests/transaction/service/test_transaction.py	216	# Create a recent balance transaction (2 days ago - should NOT be available)	COMMENT
MEDIUM	server/tests/transaction/service/test_transaction.py	227	# Create a payout transaction (2 days ago - should ALWAYS be available)	COMMENT
MEDIUM	server/tests/transaction/service/test_transaction.py	238	# Create a payout fee (2 days ago - should ALWAYS be available)	COMMENT
MEDIUM	server/tests/transaction/service/test_refund.py	479	# Create a charge and order	COMMENT
MEDIUM	server/tests/transaction/service/test_refund.py	490	# Create the payment transaction	COMMENT
MEDIUM	server/tests/transaction/service/test_refund.py	639	# Create a charge and order	COMMENT
MEDIUM	server/tests/transaction/service/test_refund.py	650	# Create the payment transaction	COMMENT
MEDIUM	server/tests/customer_email_update/test_service.py	99	# Create an existing pending verification	COMMENT
MEDIUM⚡	server/tests/payment/test_service.py	24	# Create a checkout	COMMENT
MEDIUM⚡	server/tests/payment/test_service.py	27	# Create a charge with checkout_id in metadata	COMMENT
MEDIUM⚡	server/tests/payment/test_service.py	67	# Create an order	COMMENT
MEDIUM⚡	server/tests/payment/test_service.py	74	# Create a charge with invoice	COMMENT
MEDIUM⚡	server/tests/payment/test_service.py	108	# Create a checkout	COMMENT
MEDIUM⚡	server/tests/payment/test_service.py	114	# Create an order from the checkout	COMMENT
MEDIUM⚡	server/tests/payment/test_service.py	122	# Create a charge with checkout_id in metadata	COMMENT
MEDIUM⚡	server/tests/payment/test_service.py	310	# Create a checkout	COMMENT
MEDIUM⚡	server/tests/payment/test_service.py	313	# Create a payment intent with last_payment_error	COMMENT
MEDIUM⚡	server/tests/payment/test_service.py	359	# Create an order	COMMENT
MEDIUM⚡	server/tests/payment/test_service.py	366	# Create a payment intent with last_payment_error	COMMENT
MEDIUM	server/tests/payment/test_service.py	161	# Create a charge with wallet_id in metadata	COMMENT
MEDIUM	server/tests/payment/test_service.py	200	# Create a checkout	COMMENT
MEDIUM	server/tests/payment/test_service.py	206	# Create a charge with checkout_id in metadata	COMMENT
MEDIUM	server/tests/payment/test_service.py	412	# Create an order	COMMENT
MEDIUM	server/tests/payment/test_service.py	491	# Create an order	COMMENT
MEDIUM	server/tests/payment/test_service.py	498	# Create a payment intent with last_payment_error	COMMENT
MEDIUM	server/tests/member/test_service.py	142	# Create a member	COMMENT
MEDIUM	server/tests/member/test_service.py	464	# Create the first member (owner)	COMMENT
MEDIUM	server/tests/member/test_service.py	511	# Create the first member (owner)	COMMENT
MEDIUM⚡	server/tests/member/test_endpoints.py	200	# Create a customer for a different organization that the user doesn't have access to	COMMENT
MEDIUM⚡	server/tests/member/test_endpoints.py	209	# Create a member	COMMENT
MEDIUM	server/tests/member/test_endpoints.py	156	# Create a customer	COMMENT
MEDIUM	server/tests/member/test_endpoints.py	1319	# Create a customer and member	COMMENT
MEDIUM	server/tests/member/test_endpoints.py	1368	# Create a member for a different organization	COMMENT
MEDIUM	server/tests/customer_portal/endpoints/test_customer.py	87	# Create a payment method with no subscriptions	COMMENT
MEDIUM	server/tests/customer_portal/endpoints/test_customer.py	113	# Create an active subscription using the first payment method	COMMENT
MEDIUM⚡	server/tests/customer_portal/endpoints/test_customer.py	145	# Create a payment method	COMMENT
MEDIUM⚡	server/tests/customer_portal/endpoints/test_customer.py	148	# Create an active subscription using this payment method	COMMENT
MEDIUM⚡	server/tests/customer_portal/endpoints/test_customer.py	181	# Create a payment method	COMMENT
MEDIUM⚡	server/tests/customer_portal/endpoints/test_customer.py	184	# Create a canceled subscription using this payment method	COMMENT
97 more matches not shown…

Docstring Block Structure93 hits · 465 pts

Severity	File	Line	Snippet	Context
HIGH	server/polar/member/service.py	155	Soft delete a member. Any active seats assigned to this member will be automatically revoked b	STRING
HIGH	server/polar/member/service.py	577	Create a new member for a customer. The customer is resolved by either its internal ID (`customer_id`)	STRING
HIGH	server/polar/kit/http.py	72	Validate that the URL is crawlable (not private/reserved). Args: url: The URL to validate. Return	STRING
HIGH	server/polar/tax/tax_id.py	457	Validate a tax ID for a given country. Args: number: The tax ID to validate. country: The coun	STRING
HIGH	server/polar/tax/tax_id.py	485	Convert a tax ID to the format expected by Stripe. Args: value: A tuple containing the tax ID and the	STRING
HIGH	server/polar/tax/calculation/__init__.py	79	Calculate tax for the given parameters. Tries to calculate tax using the configured tax processors in order. If	STRING
HIGH	server/polar/backoffice/forms.py	63	Render the form field as HTML. Args: id: The HTML id and name attribute for the field.	STRING
HIGH	server/polar/backoffice/components/_description_list.py	98	Extract the raw attribute value from the data object. Args: item: The data object to extract from.	STRING
HIGH	server/polar/backoffice/components/_description_list.py	112	Get the formatted string value for display. This method can be overridden in subclasses to provide custom forma	STRING
HIGH	server/polar/backoffice/components/_description_list.py	146	Get the formatted datetime string for display. Args: item: The data object to extract the datetime	STRING
HIGH	server/polar/backoffice/components/_datatable.py	213	Extract the raw attribute value from the model item. Args: item: The model item to extract from.	STRING
HIGH	server/polar/backoffice/components/_datatable.py	227	Get the formatted string value for display. This method can be overridden in subclasses to provide custom forma	STRING
HIGH	server/polar/backoffice/components/_datatable.py	262	Get the formatted datetime string for display. Args: item: The model item to extract the datetime f	STRING
HIGH	server/polar/product/price_set.py	46	Create a PriceSet from a product's prices filtered by currency. Args: product: The product containi	STRING
HIGH	server/polar/product/price_set.py	63	Create a PriceSet from a sequence of prices filtered by currency. Iterates through the provided currencies in o	STRING
HIGH	server/polar/benefit/strategies/base/service.py	103	Executes the logic to grant a benefit to a customer. Args: benefit: The Benefit to grant.	STRING
HIGH	server/polar/benefit/strategies/base/service.py	141	Executes the logic when a subscription is renewed for a new cycle for a granted benefit. Args:	STRING
HIGH	server/polar/benefit/strategies/base/service.py	173	Executes the logic to revoke a benefit from a customer. Args: benefit: The Benefit to revo	STRING
HIGH	server/polar/benefit/strategies/base/service.py	217	Validates the benefit properties before creation. Useful if we need to call external logic to make sur	STRING
HIGH	sdk/python/polar/v2026_04/files.py	83	List files. Scopes: `files:read` `files:write` Args: organization_id: Filter	STRING
HIGH	sdk/python/polar/v2026_04/files.py	336	List files. Scopes: `files:read` `files:write` Args: organization_id: Filter	STRING
HIGH	sdk/python/polar/v2026_04/payments.py	96	List payments. Scopes: `payments:read` Args: organization_id: Filter by organ	STRING
HIGH	sdk/python/polar/v2026_04/payments.py	250	List payments. Scopes: `payments:read` Args: organization_id: Filter by organ	STRING
HIGH	sdk/python/polar/v2026_04/checkouts.py	105	List checkout sessions. Scopes: `checkouts:read` `checkouts:write` Args: orga	STRING
HIGH	sdk/python/polar/v2026_04/checkouts.py	439	List checkout sessions. Scopes: `checkouts:read` `checkouts:write` Args: orga	STRING
HIGH	sdk/python/polar/v2026_04/meters.py	92	List meters. Scopes: `meters:read` `meters:write` Args: organization_id: Filt	STRING
HIGH	sdk/python/polar/v2026_04/meters.py	356	List meters. Scopes: `meters:read` `meters:write` Args: organization_id: Filt	STRING
HIGH	sdk/python/polar/v2026_04/disputes.py	81	List disputes. Scopes: `disputes:read` `disputes:write` Args: organization_id	STRING
HIGH	sdk/python/polar/v2026_04/disputes.py	250	List disputes. Scopes: `disputes:read` `disputes:write` Args: organization_id	STRING
HIGH	sdk/python/polar/v2026_04/members.py	78	List members with optional customer ID filter. Scopes: `members:read` `members:write` Arg	STRING
HIGH	sdk/python/polar/v2026_04/members.py	174	List members with optional customer ID filter. Scopes: `members:read` `members:write` Arg	STRING
HIGH	sdk/python/polar/v2026_04/license_keys.py	95	Get license keys connected to the given organization & filters. Scopes: `license_keys:read` `licen	STRING
HIGH	sdk/python/polar/v2026_04/license_keys.py	406	Get license keys connected to the given organization & filters. Scopes: `license_keys:read` `licen	STRING
HIGH	sdk/python/polar/v2026_04/customer_meters.py	83	List customer meters. Scopes: `customer_meters:read` Args: organization_id: F	STRING
HIGH	sdk/python/polar/v2026_04/customer_meters.py	219	List customer meters. Scopes: `customer_meters:read` Args: organization_id: F	STRING
HIGH	sdk/python/polar/v2026_04/checkout_links.py	86	List checkout links. Scopes: `checkout_links:read` `checkout_links:write` Args:	STRING
HIGH	sdk/python/polar/v2026_04/checkout_links.py	330	List checkout links. Scopes: `checkout_links:read` `checkout_links:write` Args:	STRING
HIGH	sdk/python/polar/v2026_04/events.py	179	List event names. Scopes: `events:read` `events:write` Args: organization_id:	STRING
HIGH	sdk/python/polar/v2026_04/events.py	434	List event names. Scopes: `events:read` `events:write` Args: organization_id:	STRING
HIGH	sdk/python/polar/v2026_04/refunds.py	98	List refunds. Scopes: `refunds:read` `refunds:write` Args: id: Filter by refu	STRING
HIGH	sdk/python/polar/v2026_04/refunds.py	251	List refunds. Scopes: `refunds:read` `refunds:write` Args: id: Filter by refu	STRING
HIGH	sdk/python/polar/v2026_04/subscriptions.py	142	List subscriptions. Scopes: `subscriptions:read` `subscriptions:write` Args:	STRING
HIGH	sdk/python/polar/v2026_04/subscriptions.py	548	List subscriptions. Scopes: `subscriptions:read` `subscriptions:write` Args:	STRING
HIGH	sdk/python/polar/v2026_04/discounts.py	85	List discounts. Scopes: `discounts:read` `discounts:write` Args: organization	STRING
HIGH	sdk/python/polar/v2026_04/discounts.py	323	List discounts. Scopes: `discounts:read` `discounts:write` Args: organization	STRING
HIGH	sdk/python/polar/v2026_04/products.py	108	List products. Scopes: `products:read` `products:write` Args: id: Filter by p	STRING
HIGH	sdk/python/polar/v2026_04/products.py	389	List products. Scopes: `products:read` `products:write` Args: id: Filter by p	STRING
HIGH	sdk/python/polar/v2026_04/orders.py	126	List orders. Scopes: `orders:read` Args: organization_id: Filter by organizat	STRING
HIGH	sdk/python/polar/v2026_04/orders.py	557	List orders. Scopes: `orders:read` Args: organization_id: Filter by organizat	STRING
HIGH	sdk/python/polar/v2026_04/organizations.py	78	List organizations. Scopes: `organizations:read` `organizations:write` Args:	STRING
HIGH	sdk/python/polar/v2026_04/organizations.py	270	List organizations. Scopes: `organizations:read` `organizations:write` Args:	STRING
HIGH	sdk/python/polar/v2026_04/benefits.py	119	List benefits. Scopes: `benefits:read` `benefits:write` Args: organization_id	STRING
HIGH	sdk/python/polar/v2026_04/benefits.py	470	List the individual grants for a benefit. It's especially useful to check if a user has been granted a	STRING
HIGH	sdk/python/polar/v2026_04/benefits.py	581	List benefits. Scopes: `benefits:read` `benefits:write` Args: organization_id	STRING
HIGH	sdk/python/polar/v2026_04/benefits.py	933	List the individual grants for a benefit. It's especially useful to check if a user has been granted a	STRING
HIGH	sdk/python/polar/v2026_04/custom_fields.py	97	List custom fields. Scopes: `custom_fields:read` `custom_fields:write` Args:	STRING
HIGH	sdk/python/polar/v2026_04/custom_fields.py	394	List custom fields. Scopes: `custom_fields:read` `custom_fields:write` Args:	STRING
HIGH	sdk/python/polar/v2026_04/webhooks.py	77	List webhook endpoints. Scopes: `webhooks:read` `webhooks:write` Args: organi	STRING
HIGH	sdk/python/polar/v2026_04/webhooks.py	357	List webhook deliveries. Deliveries are all the attempts to deliver a webhook event to an endpoint.	STRING
HIGH	sdk/python/polar/v2026_04/webhooks.py	483	List webhook endpoints. Scopes: `webhooks:read` `webhooks:write` Args: organi	STRING
33 more matches not shown…

Cross-File Repetition61 hits · 305 pts

Severity	File	Line	Snippet	Context
HIGH	server/polar/customer_portal/schemas/subscription.py	0	cancel an active subscription once the current period ends. or uncancel a subscription currently set to be revoked at pe	STRING
HIGH	server/polar/subscription/schemas.py	0	cancel an active subscription once the current period ends. or uncancel a subscription currently set to be revoked at pe	STRING
HIGH	sdk/python/polar/v2026_04/inputs.py	0	cancel an active subscription once the current period ends. or uncancel a subscription currently set to be revoked at pe	STRING
HIGH	server/polar/customer_portal/schemas/subscription.py	0	pause an active subscription at the end of the current period. or cancel a scheduled pause on a subscription set to be p	STRING
HIGH	server/polar/subscription/schemas.py	0	pause an active subscription at the end of the current period. or cancel a scheduled pause on a subscription set to be p	STRING
HIGH	sdk/python/polar/v2026_04/inputs.py	0	pause an active subscription at the end of the current period. or cancel a scheduled pause on a subscription set to be p	STRING
HIGH	server/polar/product/schemas.py	0	list of pricing tiers for seat-based pricing. the minimum and maximum seat limits are derived from the tiers: - minimum_	STRING
HIGH	sdk/python/polar/v2026_04/inputs.py	0	list of pricing tiers for seat-based pricing. the minimum and maximum seat limits are derived from the tiers: - minimum_	STRING
HIGH	sdk/python/polar/v2026_04/outputs.py	0	list of pricing tiers for seat-based pricing. the minimum and maximum seat limits are derived from the tiers: - minimum_	STRING
HIGH	server/polar/checkout/schemas.py	0	schema for a fixed amount discount that is applied once or forever.	STRING
HIGH	server/polar/discount/schemas.py	0	schema for a fixed amount discount that is applied once or forever.	STRING
HIGH	sdk/python/polar/v2026_04/outputs.py	0	schema for a fixed amount discount that is applied once or forever.	STRING
HIGH	server/polar/checkout/schemas.py	0	schema for a fixed amount discount that is applied on every invoice for a certain number of months.	STRING
HIGH	server/polar/discount/schemas.py	0	schema for a fixed amount discount that is applied on every invoice for a certain number of months.	STRING
HIGH	sdk/python/polar/v2026_04/outputs.py	0	schema for a fixed amount discount that is applied on every invoice for a certain number of months.	STRING
HIGH	server/polar/checkout/schemas.py	0	schema for a percentage discount that is applied once or forever.	STRING
HIGH	server/polar/discount/schemas.py	0	schema for a percentage discount that is applied once or forever.	STRING
HIGH	sdk/python/polar/v2026_04/outputs.py	0	schema for a percentage discount that is applied once or forever.	STRING
HIGH	server/polar/checkout/schemas.py	0	schema for a percentage discount that is applied on every invoice for a certain number of months.	STRING
HIGH	server/polar/discount/schemas.py	0	schema for a percentage discount that is applied on every invoice for a certain number of months.	STRING
HIGH	sdk/python/polar/v2026_04/outputs.py	0	schema for a percentage discount that is applied on every invoice for a certain number of months.	STRING
HIGH	server/polar/subscription/schemas.py	0	current consumption and spending for a subscription meter.	STRING
HIGH	server/polar/customer/schemas/state.py	0	current consumption and spending for a subscription meter.	STRING
HIGH	sdk/python/polar/v2026_04/outputs.py	0	current consumption and spending for a subscription meter.	STRING
HIGH	server/tests/customer_portal/service/test_order.py	0	test that % in query is treated as literal, not wildcard.	STRING
HIGH	…r/tests/customer_portal/service/test_customer_meter.py	0	test that % in query is treated as literal, not wildcard.	STRING
HIGH	…ver/tests/customer_portal/service/test_subscription.py	0	test that % in query is treated as literal, not wildcard.	STRING
HIGH	server/tests/customer_portal/service/test_order.py	0	test that _ in query is treated as literal, not single-char wildcard.	STRING
HIGH	…r/tests/customer_portal/service/test_customer_meter.py	0	test that _ in query is treated as literal, not single-char wildcard.	STRING
HIGH	…ver/tests/customer_portal/service/test_subscription.py	0	test that _ in query is treated as literal, not single-char wildcard.	STRING
HIGH	sdk/python/polar/v2026_04/files.py	0	request an email change for the authenticated customer. args: **kwargs: request body parameters raises: httpvalidationer	STRING
HIGH	sdk/python/polar/v2026_04/checkouts.py	0	request an email change for the authenticated customer. args: **kwargs: request body parameters raises: httpvalidationer	STRING
HIGH	sdk/python/polar/v2026_04/meters.py	0	request an email change for the authenticated customer. args: **kwargs: request body parameters raises: httpvalidationer	STRING
HIGH	sdk/python/polar/v2026_04/checkout_links.py	0	request an email change for the authenticated customer. args: **kwargs: request body parameters raises: httpvalidationer	STRING
HIGH	sdk/python/polar/v2026_04/discounts.py	0	request an email change for the authenticated customer. args: **kwargs: request body parameters raises: httpvalidationer	STRING
HIGH	sdk/python/polar/v2026_04/products.py	0	request an email change for the authenticated customer. args: **kwargs: request body parameters raises: httpvalidationer	STRING
HIGH	sdk/python/polar/v2026_04/benefits.py	0	request an email change for the authenticated customer. args: **kwargs: request body parameters raises: httpvalidationer	STRING
HIGH	sdk/python/polar/v2026_04/custom_fields.py	0	request an email change for the authenticated customer. args: **kwargs: request body parameters raises: httpvalidationer	STRING
HIGH	sdk/python/polar/v2026_04/webhooks.py	0	request an email change for the authenticated customer. args: **kwargs: request body parameters raises: httpvalidationer	STRING
HIGH	sdk/python/polar/v2026_04/customers/__init__.py	0	request an email change for the authenticated customer. args: **kwargs: request body parameters raises: httpvalidationer	STRING
HIGH	sdk/python/polar/v2026_04/customer_portal/customers.py	0	request an email change for the authenticated customer. args: **kwargs: request body parameters raises: httpvalidationer	STRING
HIGH	sdk/python/polar/v2026_04/payments.py	0	get a subscription for the authenticated customer. scopes: `customer_portal:read` `customer_portal:write` args: id:	STRING
HIGH	sdk/python/polar/v2026_04/meters.py	0	get a subscription for the authenticated customer. scopes: `customer_portal:read` `customer_portal:write` args: id:	STRING
HIGH	sdk/python/polar/v2026_04/disputes.py	0	get a subscription for the authenticated customer. scopes: `customer_portal:read` `customer_portal:write` args: id:	STRING
HIGH	sdk/python/polar/v2026_04/customer_meters.py	0	get a subscription for the authenticated customer. scopes: `customer_portal:read` `customer_portal:write` args: id:	STRING
HIGH	sdk/python/polar/v2026_04/events.py	0	get a subscription for the authenticated customer. scopes: `customer_portal:read` `customer_portal:write` args: id:	STRING
HIGH	sdk/python/polar/v2026_04/subscriptions.py	0	get a subscription for the authenticated customer. scopes: `customer_portal:read` `customer_portal:write` args: id:	STRING
HIGH	sdk/python/polar/v2026_04/discounts.py	0	get a subscription for the authenticated customer. scopes: `customer_portal:read` `customer_portal:write` args: id:	STRING
HIGH	sdk/python/polar/v2026_04/products.py	0	get a subscription for the authenticated customer. scopes: `customer_portal:read` `customer_portal:write` args: id:	STRING
HIGH	sdk/python/polar/v2026_04/orders.py	0	get a subscription for the authenticated customer. scopes: `customer_portal:read` `customer_portal:write` args: id:	STRING
HIGH	sdk/python/polar/v2026_04/organizations.py	0	get a subscription for the authenticated customer. scopes: `customer_portal:read` `customer_portal:write` args: id:	STRING
HIGH	sdk/python/polar/v2026_04/benefits.py	0	get a subscription for the authenticated customer. scopes: `customer_portal:read` `customer_portal:write` args: id:	STRING
HIGH	sdk/python/polar/v2026_04/customers/__init__.py	0	get a subscription for the authenticated customer. scopes: `customer_portal:read` `customer_portal:write` args: id:	STRING
HIGH	sdk/python/polar/v2026_04/customer_portal/wallets.py	0	get a subscription for the authenticated customer. scopes: `customer_portal:read` `customer_portal:write` args: id:	STRING
HIGH	…thon/polar/v2026_04/customer_portal/customer_meters.py	0	get a subscription for the authenticated customer. scopes: `customer_portal:read` `customer_portal:write` args: id:	STRING
HIGH	…python/polar/v2026_04/customer_portal/subscriptions.py	0	get a subscription for the authenticated customer. scopes: `customer_portal:read` `customer_portal:write` args: id:	STRING
HIGH	sdk/python/polar/v2026_04/customer_portal/orders.py	0	get a subscription for the authenticated customer. scopes: `customer_portal:read` `customer_portal:write` args: id:	STRING
HIGH	…ython/polar/v2026_04/customer_portal/benefit_grants.py	0	get a subscription for the authenticated customer. scopes: `customer_portal:read` `customer_portal:write` args: id:	STRING
HIGH	sdk/python/polar/v2026_04/organizations.py	0	list meters of the authenticated customer. scopes: `customer_portal:read` `customer_portal:write` args: meter_id: fi	STRING
HIGH	sdk/python/polar/v2026_04/customer_portal/wallets.py	0	list meters of the authenticated customer. scopes: `customer_portal:read` `customer_portal:write` args: meter_id: fi	STRING
1 more matches not shown…

Deep Nesting290 hits · 271 pts

Severity	File	Line	Context
LOW	server/polar/middlewares.py	22	CODE
LOW	server/polar/organization/service.py	1849	CODE
LOW	server/polar/organization/tasks.py	354	CODE
LOW	server/polar/organization/tasks.py	549	CODE
LOW	server/polar/organization/tasks.py	908	CODE
LOW	server/polar/organization/tasks.py	1036	CODE
LOW	server/polar/organization/resolver.py	24	CODE
LOW	server/polar/webhook/service.py	230	CODE
LOW	server/polar/event_type/service.py	42	CODE
LOW	server/polar/order/service.py	1625	CODE
LOW	server/polar/order/service.py	1825	CODE
LOW	server/polar/order/repository.py	397	CODE
LOW	server/polar/metrics/service.py	59	CODE
LOW	server/polar/metrics/service.py	81	CODE
LOW	server/polar/metrics/service.py	553	CODE
LOW	server/polar/metrics/queries_tinybird.py	55	CODE
LOW	server/polar/metrics/queries_tinybird.py	117	CODE
LOW	server/polar/transaction/service/dispute.py	61	CODE
LOW	server/polar/transaction/service/refund.py	61	CODE
LOW	server/polar/transaction/service/refund.py	181	CODE
LOW	server/polar/eventstream/endpoints.py	26	CODE
LOW	server/polar/eventstream/endpoints.py	57	CODE
LOW	server/polar/custom_field/service.py	41	CODE
LOW	server/polar/checkout_link/service.py	50	CODE
LOW	server/polar/merchant_migration/precheck.py	619	CODE
LOW	server/polar/merchant_migration/precheck.py	93	CODE
LOW	server/polar/oauth2/userinfo.py	10	CODE
LOW	server/polar/organization_access_token/service.py	47	CODE
LOW	…rver/polar/customer_portal/endpoints/oauth_accounts.py	117	CODE
LOW	server/polar/customer_portal/service/subscription.py	67	CODE
LOW	server/polar/customer_portal/service/order.py	66	CODE
LOW	server/polar/customer_portal/service/benefit_grant.py	45	CODE
LOW	server/polar/customer_portal/service/benefit_grant.py	154	CODE
LOW	server/polar/kit/pagination.py	151	CODE
LOW	server/polar/kit/pagination.py	197	CODE
LOW	server/polar/tax/repository.py	33	CODE
LOW	server/polar/user/service.py	257	CODE
LOW	server/polar/models/refund.py	111	CODE
LOW	server/polar/backoffice/forms.py	598	CODE
LOW	server/polar/backoffice/static_urls.py	6	CODE
LOW	server/polar/backoffice/customers/endpoints.py	61	CODE
LOW	server/polar/backoffice/customers/endpoints.py	128	CODE
LOW	server/polar/backoffice/customers/endpoints.py	509	CODE
LOW	server/polar/backoffice/customers/endpoints.py	642	CODE
LOW	server/polar/backoffice/customers/endpoints.py	697	CODE
LOW	server/polar/backoffice/customers/endpoints.py	749	CODE
LOW	server/polar/backoffice/customers/endpoints.py	817	CODE
LOW	server/polar/backoffice/customers/endpoints.py	887	CODE
LOW	server/polar/backoffice/tasks/forms.py	40	CODE
LOW	server/polar/backoffice/tasks/forms.py	69	CODE
LOW	server/polar/backoffice/tasks/endpoints.py	29	CODE
LOW	server/polar/backoffice/tasks/endpoints.py	90	CODE
LOW	server/polar/backoffice/products/endpoints.py	30	CODE
LOW	server/polar/backoffice/products/endpoints.py	75	CODE
LOW	server/polar/backoffice/products/endpoints.py	157	CODE
LOW	server/polar/backoffice/payout_accounts/endpoints.py	54	CODE
LOW	server/polar/backoffice/payout_accounts/endpoints.py	149	CODE
LOW	server/polar/backoffice/external_events/endpoints.py	39	CODE
LOW	server/polar/backoffice/external_events/endpoints.py	147	CODE
LOW	server/polar/backoffice/external_events/endpoints.py	187	CODE
230 more matches not shown…

Modern Structural Boilerplate162 hits · 164 pts

Severity	File	Line	Snippet	Context
LOW	server/polar/tasks.py	43	__all__ = [	CODE
LOW	server/polar/openapi.py	98	def set_openapi_generator(app: FastAPI) -> None:	CODE
LOW	server/polar/openapi.py	127	__all__ = [	CODE
LOW	server/polar/logfire.py	231	__all__ = [	CODE
LOW	server/polar/redis.py	39	__all__ = [	CODE
LOW	server/polar/routing.py	29	__all__ = ["APIRouter"]	CODE
LOW	server/polar/postgres.py	109	__all__ = [	CODE
LOW	server/polar/rate_limit.py	280	__all__ = [	CODE
LOW	server/polar/sentry.py	81	def set_sentry_user(auth_subject: AuthSubject[Subject]) -> None:	CODE
LOW	server/polar/event_type/__init__.py	3	__all__ = ["EventTypeRepository"]	CODE
LOW	server/polar/order/tasks.py	178	async def update_product_benefits_grants(product_id: uuid.UUID) -> None:	CODE
LOW	server/polar/metrics/metrics.py	1006	__all__ = [	CODE
LOW	server/polar/metrics/cache.py	89	async def set_cached_metrics(redis: Redis, key: str, response: MetricsResponse) -> None:	CODE
LOW	server/polar/transaction/fees/stripe/__init__.py	75	__all__ = ["get_reverse_stripe_payout_fees", "get_stripe_account_fee", "round_stripe"]	CODE
LOW	server/polar/account_credit/__init__.py	3	__all__ = ["account_credit_service"]	CODE
LOW	server/polar/merchant_migration/adapters/__init__.py	4	__all__ = ["SourceAdapter", "StripeAdapter"]	CODE
LOW	server/polar/auth/models.py	147	__all__ = [	CODE
LOW	server/polar/auth/exception_handlers.py	17	__all__ = ["PolarAuthRedirectionError", "auth_redirection_error_exception_handler"]	CODE
LOW	server/polar/auth/routing.py	88	__all__ = ["DocumentedAuthSubjectAPIRoute"]	CODE
LOW	server/polar/member/__init__.py	3	__all__ = ["Member", "MemberCreate", "MemberOwnerCreate"]	CODE
LOW	server/polar/oauth2/exception_handlers.py	15	__all__ = ["OAuth2Error", "oauth2_error_exception_handler"]	CODE
LOW	server/polar/oauth2/userinfo.py	35	__all__ = ["UserInfo", "generate_user_info"]	CODE
LOW	server/polar/oauth2/exceptions.py	45	__all__ = ["InsufficientScopeError", "InvalidTokenError"]	CODE
LOW	server/polar/oauth2/grants/__init__.py	31	__all__ = ["AuthorizationCodeGrant", "CodeChallenge", "register_grants"]	CODE
LOW	server/polar/kit/cors.py	78	__all__ = ["CORSConfig", "CORSMatcherMiddleware", "Scope"]	CODE
LOW	server/polar/kit/routing.py	206	__all__ = [	CODE
LOW	server/polar/kit/email.py	48	__all__ = ["EmailNotValidError", "EmailStrDNS", "unalias_email", "validate_email"]	CODE
LOW	server/polar/kit/repository/__init__.py	11	__all__ = [	CODE
LOW	server/polar/kit/extensions/sqlalchemy/__init__.py	4	__all__ = ["IntEnum", "StringEnum", "sql"]	CODE
LOW	server/polar/kit/extensions/sqlalchemy/sql.py	8	__all__ = [	CODE
LOW	server/polar/kit/db/postgres.py	127	__all__ = [	CODE
LOW	server/polar/kit/db/models/__init__.py	3	__all__ = ["IDModel", "Model", "RateLimitGroupMixin", "RecordModel", "TimestampedModel"]	CODE
LOW	server/polar/kit/db/models/base.py	54	def set_modified_at(self) -> None:	CODE
LOW	server/polar/kit/db/models/base.py	57	def set_deleted_at(self) -> None:	CODE
LOW	server/polar/tax/tax_id.py	526	__all__ = [	CODE
LOW	server/polar/tax/calculation/__init__.py	208	__all__ = [	CODE
LOW	server/polar/models/user.py	163	async def set_tokens(self, *, access_token: str, refresh_token: str \| None) -> None:	CODE
LOW	server/polar/models/product_price.py	438	def set_identity(instance: ProductPrice, arg: Any, *kw: Any) -> None:	CODE
LOW	server/polar/models/subscription.py	524	def update_net_amount_from(self, charge: "Order \| Checkout") -> None:	CODE
LOW	server/polar/models/subscription.py	543	def update_meters(self, prices: Sequence["SubscriptionProductPrice"]) -> None:	CODE
LOW	server/polar/models/organization.py	745	def set_status(self, status: OrganizationStatus) -> None:	CODE
LOW	server/polar/models/order.py	368	def update_refunds(self, refunded_amount: int, refunded_tax_amount: int) -> None:	CODE
LOW	server/polar/models/__init__.py	121	__all__ = [	CODE
LOW	server/polar/models/oauth2_client.py	127	async def set_client_secret(self, client_secret: str) -> None:	CODE
LOW	server/polar/models/oauth2_client.py	151	def set_client_secret_sync(self, client_secret: str) -> None:	CODE
LOW⚡	server/polar/models/benefit_grant.py	205	def set_granted(self) -> None:	CODE
LOW⚡	server/polar/models/benefit_grant.py	210	def set_revoked(self) -> None:	CODE
LOW⚡	server/polar/models/benefit_grant.py	215	def set_grant_failed(self, error: Exception) -> None:	CODE
LOW	server/polar/backoffice/__init__.py	78	__all__ = ["app"]	CODE
LOW	server/polar/backoffice/toast.py	48	__all__ = ["add_toast", "render_toasts"]	STRING
LOW	server/polar/backoffice/customers/__init__.py	3	__all__ = ["router"]	CODE
LOW	server/polar/backoffice/organizations_v2/endpoints.py	4643	__all__ = ["router"]	CODE
LOW	…r/polar/backoffice/organizations_v2/views/list_view.py	881	__all__ = ["OrganizationListView"]	CODE
LOW	…polar/backoffice/organizations_v2/views/detail_view.py	916	__all__ = ["OrganizationDetailView"]	CODE
LOW	…ce/organizations_v2/views/sections/overview_section.py	769	__all__ = ["OverviewSection"]	CODE
LOW	…ice/organizations_v2/views/sections/reviews_section.py	217	__all__ = ["ReviewsSection"]	CODE
LOW	…ce/organizations_v2/views/sections/settings_section.py	485	__all__ = ["SettingsSection"]	CODE
LOW	…rganizations_v2/views/sections/support_case_section.py	777	__all__ = ["SupportCaseSection"]	CODE
LOW	…fice/organizations_v2/views/sections/review_section.py	293	__all__ = ["ReviewSection"]	CODE
LOW	…ations_v2/views/sections/support_cases_list_section.py	96	__all__ = ["SupportCasesListSection"]	CODE
102 more matches not shown…

Excessive Try-Catch Wrapping136 hits · 147 pts

Severity	File	Line	Snippet	Context
LOW	server/polar/middlewares.py	233	except Exception as exc:	CODE
LOW	server/polar/organization/service.py	679	except Exception as e:	CODE
LOW	server/polar/organization/schemas.py	307	except Exception:	CODE
LOW	server/polar/webhook/tasks.py	290	except Exception as e:	CODE
LOW	server/polar/external_event/service.py	73	except Exception:	CODE
LOW	server/polar/order/service.py	367	except Exception:	CODE
LOW	server/polar/order/service.py	1170	except Exception:	CODE
LOW	server/polar/order/service.py	2022	except Exception as exc:	CODE
LOW	server/polar/order/service.py	2190	except Exception:	CODE
LOW	server/polar/order/service.py	2562	except Exception as e:	CODE
LOW	server/polar/order/service.py	2775	except Exception as e:	CODE
LOW	server/polar/transaction/service/dispute.py	275	except Exception as e:	CODE
LOW	server/polar/transaction/service/refund.py	175	except Exception as e:	CODE
LOW	server/polar/transaction/service/refund.py	274	except Exception as e:	CODE
LOW	server/polar/auth/routing.py	26	except Exception:	CODE
LOW	server/polar/kit/currency.py	148	except Exception:	CODE
LOW	…ver/polar/backoffice/organizations_v2/orders_import.py	408	except Exception:	CODE
LOW	server/polar/backoffice/organizations_v2/endpoints.py	366	except Exception:	CODE
LOW	server/polar/backoffice/organizations_v2/endpoints.py	2561	except Exception as e:	CODE
LOW	server/polar/backoffice/organizations_v2/endpoints.py	3822	except Exception as e:	CODE
LOW	server/polar/backoffice/organizations_v2/endpoints.py	3861	except Exception as e:	CODE
LOW	…ice/organizations_v2/views/sections/reviews_section.py	136	except Exception:	CODE
LOW	server/polar/backoffice/email_logs/endpoints.py	169	except Exception:	CODE
LOW	server/polar/backoffice/benefits/endpoints.py	186	except Exception:	CODE
LOW	server/polar/backoffice/orders/endpoints.py	283	except Exception:	CODE
LOW	server/polar/backoffice/orders/endpoints.py	293	except Exception:	CODE
LOW	server/polar/backoffice/orders/endpoints.py	810	except Exception as e:	CODE
LOW	server/polar/backoffice/orders/endpoints.py	979	except Exception as e:	CODE
LOW	server/polar/observability/s3_span_exporter.py	90	except Exception:	CODE
LOW	server/polar/observability/memory_profile.py	148	except Exception as e:	CODE
LOW	server/polar/observability/remote_write.py	194	except Exception as e:	CODE
LOW	server/polar/observability/remote_write.py	241	except Exception as e:	CODE
LOW⚡	server/polar/observability/slo.py	109	except Exception:	CODE
LOW	server/polar/observability/slo_report/tasks.py	87	except Exception as e:	CODE
LOW	server/polar/checkout/service.py	1378	except Exception as e:	CODE
LOW	server/polar/checkout/service.py	1439	except Exception as e:	CODE
LOW	server/polar/checkout/service.py	1558	except Exception as e:	CODE
LOW	server/polar/subscription/scheduler.py	35	except Exception as e:	CODE
LOW	server/polar/integrations/plain/service.py	185	except Exception:	STRING
LOW	server/polar/integrations/github/service/user.py	38	except Exception as e:	CODE
LOW	…olar/integrations/github_repository_benefit/service.py	276	except Exception as e:	CODE
LOW	server/polar/integrations/tinybird/service.py	686	except Exception as e:	CODE
LOW	server/polar/integrations/tinybird/service.py	1337	except Exception as e:	CODE
LOW	server/polar/integrations/tinybird/client.py	87	except Exception:	CODE
LOW	server/polar/integrations/resend/endpoints.py	48	except Exception:	CODE
LOW	server/polar/receipt/render.py	67	except Exception:	CODE
MEDIUM	server/polar/receipt/render.py	59	def main() -> int:	CODE
LOW	server/polar/support_case/pdf.py	31	except Exception:	CODE
LOW	server/polar/support_case/pdf.py	40	except Exception:	CODE
LOW	server/polar/organization_review/analyzer.py	718	except Exception as e:	CODE
LOW	server/polar/organization_review/policy.py	57	except Exception:	CODE
LOW	server/polar/organization_review/policy.py	113	except Exception as e:	CODE
LOW	server/polar/organization_review/schemas.py	220	except Exception:	CODE
LOW	server/polar/organization_review/agent.py	107	except Exception as e:	CODE
LOW	server/polar/organization_review/agent.py	254	except Exception as e:	CODE
LOW	server/polar/organization_review/agent.py	328	except Exception as e:	CODE
LOW	server/polar/organization_review/collectors/feedback.py	35	except Exception:	CODE
LOW	server/polar/organization_review/collectors/setup.py	38	except Exception:	CODE
LOW	server/polar/organization_review/collectors/setup.py	139	except Exception:	CODE
LOW	server/polar/organization_review/collectors/setup.py	170	except Exception:	CODE
76 more matches not shown…

Fake / Example Data132 hits · 134 pts

Severity	File	Line	Snippet	Context
LOW	clients/apps/orbit/src/app/components/input/page.tsx	79	name: 'placeholder',	CODE
LOW	clients/apps/orbit/src/app/components/textarea/page.tsx	75	name: 'placeholder',	CODE
LOW	clients/apps/app/targets/widget/widgets.swift	16	return SimpleEntry(date: Date(), configuration: ConfigurationAppIntent(), metricValue: 425, metricValueDouble: n	CODE
LOW	clients/apps/app/targets/widget/widgets.swift	872	SimpleEntry(date: .now, configuration: config, metricValue: 425, metricValueDouble: nil, organizationName: "Acme Inc	CODE
LOW	…rc/components/Settings/OrganizationProfileSettings.tsx	301	placeholder="Acme Inc"	CODE
LOW	…ients/apps/web/src/components/Landing/CostInsights.tsx	16	name: 'Jane Doe',	CODE
LOW	…ients/apps/web/src/components/Landing/CostInsights.tsx	23	name: 'John Doe',	CODE
LOW	clients/apps/web/src/components/Landing/Pipeline.tsx	181	name="John Doe"	CODE
LOW	server/polar/member/schemas.py	25	_name_example = "Jane Doe"	CODE
LOW	server/polar/backoffice/organizations_v2/endpoints.py	1336	"placeholder": "Why are you denying this organization?",	CODE
LOW	server/polar/backoffice/organizations_v2/endpoints.py	1481	"placeholder": reason_placeholder,	CODE
LOW	server/polar/backoffice/organizations_v2/endpoints.py	2023	"placeholder": reason_placeholder,	CODE
LOW	…r/polar/backoffice/organizations_v2/views/list_view.py	481	"placeholder": ("Search organizations by name or slug..."),	CODE
LOW	server/polar/customer/schemas/customer.py	54	_name_example = "John Doe"	CODE
LOW	server/emails/src/preview.ts	85	billing_name: 'John Doe',	CODE
LOW	server/emails/src/preview.ts	87	line1: '123 Main Street',	CODE
LOW	server/emails/src/emails/webhook_endpoint_disabled.tsx	60	email: 'admin@example.com',	CODE
LOW	server/emails/src/emails/notification_new_sale.tsx	64	billing_address_line1: '123 Main St',	CODE
LOW	…er/emails/src/emails/notification_new_subscription.tsx	40	subscriber_name: 'John Doe',	CODE
LOW	server/emails/src/emails/organization_offboarded.tsx	42	email: 'admin@example.com',	CODE
LOW⚡	server/tests/organization/test_schemas.py	82	"Acme Inc",	CODE
LOW	server/tests/order/test_service.py	2517	billing_name="John Doe",	CODE
LOW	server/tests/order/test_service.py	2597	billing_name="John Doe",	CODE
LOW	server/tests/order/test_service.py	2618	billing_name="John Doe",	CODE
LOW	server/tests/order/test_service.py	2640	billing_name="John Doe",	CODE
LOW	server/tests/order/test_service.py	2676	billing_name="John Doe",	CODE
LOW	server/tests/order/test_service.py	2696	billing_name="John Doe",	CODE
LOW	server/tests/order/test_service.py	2717	billing_name="John Doe",	CODE
LOW	server/tests/order/test_service.py	2739	billing_name="John Doe",	CODE
LOW	server/tests/order/test_service.py	2769	billing_name="John Doe",	CODE
LOW	server/tests/order/test_service.py	2796	billing_name="John Doe",	CODE
LOW⚡	server/tests/member/test_repository.py	113	save_fixture, organization=organization, email="user@example.com"	CODE
LOW⚡	server/tests/member/test_repository.py	118	email="user@example.com",	CODE
LOW	…sts/customer_portal/endpoints/test_customer_session.py	91	save_fixture, organization=organization, email="user@example.com"	CODE
LOW	…sts/customer_portal/endpoints/test_customer_session.py	349	save_fixture, organization=organization, email="user@example.com"	CODE
LOW	…sts/customer_portal/endpoints/test_customer_session.py	354	email="user@example.com",	CODE
LOW⚡	…tests/customer_portal/service/test_customer_session.py	107	save_fixture, organization=organization, email="user@example.com"	CODE
LOW	…tests/customer_portal/service/test_customer_session.py	202	save_fixture, organization=organization, email="user@example.com"	CODE
LOW	…tests/customer_portal/service/test_customer_session.py	207	email="user@example.com",	CODE
LOW⚡	…er/tests/customer_portal/service/test_benefit_grant.py	553	properties={"invited_email": "admin@example.com"},	CODE
LOW⚡	…er/tests/customer_portal/service/test_benefit_grant.py	559	"invited_email": "admin@example.com",	CODE
LOW⚡	…er/tests/customer_portal/service/test_benefit_grant.py	605	properties={"invited_email": "admin@example.com"},	CODE
LOW⚡	…er/tests/customer_portal/service/test_benefit_grant.py	612	"invited_email": "admin@example.com",	CODE
LOW	…er/tests/customer_portal/service/test_benefit_grant.py	646	"invited_email": "admin@example.com",	CODE
LOW	…er/tests/customer_portal/service/test_benefit_grant.py	657	properties={"invited_email": "admin@example.com"},	CODE
LOW	…er/tests/customer_portal/service/test_benefit_grant.py	664	"invited_email": "admin@example.com",	CODE
LOW⚡	server/tests/kit/test_anonymization.py	36	result = anonymize_email_for_deletion("user@example.com", created_at)	CODE
LOW⚡	server/tests/kit/test_anonymization.py	42	email = "user@example.com"	CODE
LOW⚡	server/tests/kit/test_anonymization.py	52	email = "user@example.com"	CODE
LOW	server/tests/tax/calculation/test_numeral.py	16	line1="123 Main St",	CODE
LOW	server/tests/tax/calculation/test_stripe.py	16	line1="123 Main St",	CODE
LOW	server/tests/models/test_oauth_account.py	16	account_email="foo@bar.com",	CODE
LOW	…s/observability/observability/test_s3_span_exporter.py	166	"attributes": {"Email": "test@test.com", "USERNAME": "test"},	CODE
LOW⚡	server/tests/checkout/test_service.py	2812	"customer_name": "John Doe",	CODE
LOW⚡	server/tests/checkout/test_service.py	2815	"company": "Acme Inc",	CODE
LOW⚡	server/tests/checkout/test_service.py	2822	assert checkout.customer_name == "John Doe"	CODE
LOW⚡	server/tests/checkout/test_service.py	2824	assert checkout.custom_field_data == {"company": "Acme Inc"}	CODE
LOW⚡	server/tests/checkout/test_service.py	5769	"line1": "123 Main St",	CODE
LOW	server/tests/checkout/test_service.py	4614	"line1": "123 Main St",	CODE
LOW	server/tests/checkout/test_service.py	5062	"line1": "123 Main St",	CODE
72 more matches not shown…

AI Structural Patterns102 hits · 98 pts

Severity	File	Line	Context
LOW	server/polar/webhook/endpoints.py	167	CODE
LOW	server/polar/event_type/service.py	42	CODE
LOW	server/polar/event_type/endpoints.py	25	CODE
LOW	server/polar/order/service.py	371	CODE
LOW	server/polar/order/endpoints.py	63	CODE
LOW	server/polar/metrics/endpoints.py	58	CODE
LOW	server/polar/metrics/endpoints.py	153	CODE
LOW	server/polar/checkout_link/endpoints.py	160	CODE
LOW	server/polar/auth/service.py	64	CODE
LOW	server/polar/auth/oauth2/router.py	79	CODE
LOW	server/polar/auth/sso/endpoints.py	185	CODE
LOW	server/polar/payment/service.py	47	CODE
LOW	server/polar/payment/endpoints.py	30	CODE
LOW	server/polar/customer_portal/endpoints/benefit_grant.py	56	CODE
LOW	server/polar/customer_portal/service/benefit_grant.py	45	CODE
LOW	server/polar/kit/html.py	22	CODE
LOW	server/polar/kit/csv.py	57	CODE
LOW	server/polar/kit/db/postgres.py	47	CODE
LOW	server/polar/kit/db/postgres.py	81	CODE
LOW	server/polar/backoffice/organizations_v2/endpoints.py	432	CODE
LOW	…r/polar/backoffice/organizations_v2/views/list_view.py	341	CODE
LOW	server/polar/backoffice/support_cases/queries.py	44	CODE
LOW	server/polar/product/service.py	72	CODE
LOW	server/polar/product/endpoints.py	53	CODE
LOW	server/polar/checkout/service.py	258	CODE
LOW	server/polar/subscription/service.py	345	CODE
LOW	server/polar/subscription/endpoints.py	63	CODE
LOW	server/polar/email_update/endpoints.py	63	CODE
LOW	server/polar/meter/endpoints.py	103	CODE
LOW	server/polar/event/service.py	84	CODE
LOW	server/polar/event/service.py	285	CODE
LOW	server/polar/event/tinybird_repository.py	106	CODE
LOW	server/polar/event/tinybird_repository.py	222	CODE
LOW	server/polar/event/tinybird_repository.py	267	CODE
LOW	server/polar/event/tinybird_repository.py	393	CODE
LOW	server/polar/event/endpoints.py	71	CODE
LOW	server/polar/event/endpoints.py	218	CODE
LOW	server/polar/event/endpoints.py	274	CODE
LOW	server/polar/event/endpoints.py	326	CODE
LOW	server/polar/event/endpoints.py	383	CODE
LOW	server/polar/refund/service.py	115	CODE
LOW	server/polar/refund/endpoints.py	25	CODE
LOW	server/polar/benefit/service.py	36	CODE
LOW	server/tests/metrics/test_tinybird_metrics.py	1090	CODE
LOW	server/tests/transaction/conftest.py	31	CODE
LOW	server/tests/merchant_migration/test_precheck.py	101	CODE
LOW	server/tests/integrations/polar/test_service.py	1958	CODE
LOW	server/tests/scripts/test_reingest_missing_events.py	24	CODE
LOW	server/tests/organization_review/test_feedback.py	111	CODE
LOW	server/tests/refund/test_service.py	125	CODE
LOW	server/scripts/preview.py	1159	CODE
LOW	sdk/python/polar/v2026_04/payments.py	22	CODE
LOW	sdk/python/polar/v2026_04/payments.py	82	CODE
LOW	sdk/python/polar/v2026_04/payments.py	176	CODE
LOW	sdk/python/polar/v2026_04/payments.py	236	CODE
LOW	sdk/python/polar/v2026_04/checkouts.py	35	CODE
LOW	sdk/python/polar/v2026_04/checkouts.py	92	CODE
LOW	sdk/python/polar/v2026_04/checkouts.py	369	CODE
LOW	sdk/python/polar/v2026_04/checkouts.py	426	CODE
LOW	sdk/python/polar/v2026_04/events.py	31	CODE
42 more matches not shown…

Structural Annotation Overuse49 hits · 92 pts

Severity	File	Line	Snippet	Context
LOW	…s/apps/web/e2e/healing/prompts/e2e-checkout-healing.md	17	### Step 1: Read the failing test	COMMENT
LOW	…s/apps/web/e2e/healing/prompts/e2e-checkout-healing.md	21	### Step 2: Reproduce the test manually	COMMENT
LOW	…s/apps/web/e2e/healing/prompts/e2e-checkout-healing.md	37	### Step 3: Classify the failure	COMMENT
LOW	…s/apps/web/e2e/healing/prompts/e2e-checkout-healing.md	45	### Step 4: Take action based on classification	COMMENT
LOW	…s/apps/web/e2e/healing/prompts/e2e-checkout-healing.md	114	### Step 5: Check for suspicious recent PRs	COMMENT
LOW	.agents/skills/interview-task/SKILL.md	19	## Step 1: fork the Polar repository to a private GitHub repository dedicated to the candidate	COMMENT
LOW⚡	.agents/skills/interview-task/SKILL.md	33	## Step 2: create a branch for the PR	COMMENT
LOW⚡	.agents/skills/interview-task/SKILL.md	43	## Step 3: make changes to the codebase using LLM agent	COMMENT
LOW⚡	.agents/skills/interview-task/SKILL.md	47	## Step 4: create a pull request	COMMENT
LOW⚡	.agents/skills/interview-task/SKILL.md	55	## Step 5: add a comment to the PR asking the candidate to review it	COMMENT
LOW	.agents/skills/handbook-backend-development/SKILL.md	14	## Step 1: Create the file	COMMENT
LOW	.agents/skills/handbook-backend-development/SKILL.md	39	## Step 2: Explore and draft the content of the entry	COMMENT
LOW	.agents/skills/handbook-backend-development/SKILL.md	43	## Step 3: Ask for feedback	COMMENT
LOW	.agents/skills/render-env/SKILL.md	36	## Step 1: Add the tfe_variable to each global/{env}.tf	COMMENT
LOW	.agents/skills/render-env/SKILL.md	54	## Step 2: Add the variable {} block to each {env}/variables.tf	COMMENT
LOW	.agents/skills/render-env/SKILL.md	68	## Step 3: Format	COMMENT
LOW	.agents/skills/render-env/SKILL.md	78	## Step 4: Hand off	COMMENT
LOW⚡	.agents/skills/fix-sentry/SKILL.md	16	## Step 1: Analyze the Sentry issue	COMMENT
LOW⚡	.agents/skills/fix-sentry/SKILL.md	20	## Step 2: correlate with Logfire logs	COMMENT
LOW⚡	.agents/skills/fix-sentry/SKILL.md	28	## Step 3: Search source code	COMMENT
LOW⚡	.agents/skills/fix-sentry/SKILL.md	32	### Step 4: Analyze findings	COMMENT
LOW⚡	.agents/skills/fix-sentry/SKILL.md	36	## Step 5: Implement a fix	COMMENT
LOW⚡	.agents/skills/add-locale/SKILL.md	19	## Step 1: Sync main	COMMENT
LOW⚡	.agents/skills/add-locale/SKILL.md	28	## Step 2: Create the branch	COMMENT
LOW⚡	.agents/skills/add-locale/SKILL.md	34	## Step 3: Register the locale	COMMENT
LOW	.agents/skills/add-locale/SKILL.md	48	## Step 4: Generate the translation file	COMMENT
LOW	.agents/skills/add-locale/SKILL.md	62	## Step 5: Wire the locale into the i18n entrypoint	COMMENT
LOW	.agents/skills/add-locale/SKILL.md	80	## Step 6: Update the public docs	COMMENT
LOW	.agents/skills/add-locale/SKILL.md	94	## Step 7: Hand back to the user	COMMENT
LOW⚡	server/polar/integrations/plain/service.py	1348	# Step 1: Try read-only lookup by email (handles legacy customers)	COMMENT
LOW⚡	server/polar/integrations/plain/service.py	1357	# Step 2: Not found by email - upsert with external_id as identifier	COMMENT
LOW⚡	server/tests/scripts/test_restore_oneoff_grants.py	939	# Step 1: Find	COMMENT
LOW⚡	server/tests/scripts/test_restore_oneoff_grants.py	944	# Step 2: Restore	COMMENT
LOW⚡	server/tests/scripts/test_restore_oneoff_grants.py	953	# Step 3: Verify grant	COMMENT
LOW⚡	server/tests/scripts/test_restore_oneoff_grants.py	961	# Step 4: Verify license key	COMMENT
LOW⚡	server/tests/scripts/test_restore_oneoff_grants.py	968	# Step 5: Running find again should return nothing	COMMENT
LOW⚡	server/tests/customer_seat/test_service.py	2757	# Step 1: Assign a seat to the email (this creates a member)	COMMENT
LOW⚡	server/tests/customer_seat/test_service.py	2764	# Step 2: Revoke the seat (this clears member_id, customer_id, email from seat)	COMMENT
LOW⚡	server/tests/customer_seat/test_service.py	2771	# Step 3: Soft delete the member	COMMENT
LOW	server/tests/customer_seat/test_service.py	2784	# Step 4: Try to assign a new seat to the same email	COMMENT
LOW	server/scripts/migrate_organizations_members.py	195	# Step 1: Enable member_model_enabled	COMMENT
LOW	server/scripts/migrate_organizations_members.py	208	# Step 2: Run backfill steps directly	COMMENT
LOW⚡	server/scripts/tax_filing_imports.py	233	# Step 1: Count rows	COMMENT
LOW⚡	server/scripts/tax_filing_imports.py	239	# Step 2: Load CSV	COMMENT
LOW⚡	server/scripts/tax_filing_imports.py	246	# Step 3: Process batches	COMMENT
LOW⚡	dev/cli/up_steps/09_configure_integrations.py	151	# Step 1: Install Stripe CLI	COMMENT
LOW	dev/cli/up_steps/09_configure_integrations.py	165	# Step 2: Log in to Stripe	COMMENT
LOW	dev/cli/up_steps/09_configure_integrations.py	185	# Step 3: Fetch API keys	COMMENT
LOW	dev/cli/up_steps/09_configure_integrations.py	198	# Step 4: Get webhook secret	COMMENT

Cross-Language Confusion18 hits · 75 pts

Severity	File	Line	Snippet	Context
HIGH	server/polar/product/schemas.py	653	"If null, it defaults to the organization's default tax behavior."	CODE
HIGH	server/polar/meter/filter.py	84	# Otherwise return false	COMMENT
HIGH	server/polar/meter/filter.py	93	# Otherwise return false	COMMENT
HIGH	server/tests/dispute/test_service.py	174	# Stripe drops network_reason_code and evidence_details.due_by when null,	COMMENT
HIGH	server/scripts/backfill_customer_name.py	58	null, so its orders get a null ``billing_name`` and can never produce an	STRING
HIGH	server/scripts/snooze_stale_reviews.py	144	ELSE internal_notes \|\| E'\\n\\n' \|\| :note	CODE
HIGH	server/scripts/reset_unconfigured_grandfathered_orgs.py	274	ELSE internal_notes \|\| E'\\n\\n' \|\| :note	CODE
HIGH	server/scripts/backfill_order_billing_name.py	55	``billing_address``) being non-null, so orders snapshotted from a nameless	STRING
HIGH	sdk/python/polar/v2026_04/outputs.py	5725	"""The tax behavior of the price. If null, it defaults to the organization's default tax behavior."""	STRING
HIGH	sdk/python/polar/v2026_04/outputs.py	5773	"""The tax behavior of the price. If null, it defaults to the organization's default tax behavior."""	STRING
HIGH	sdk/python/polar/v2026_04/outputs.py	7942	"""The tax behavior of the price. If null, it defaults to the organization's default tax behavior."""	STRING
HIGH	sdk/python/polar/v2026_04/outputs.py	7981	"""The tax behavior of the price. If null, it defaults to the organization's default tax behavior."""	STRING
HIGH	sdk/python/polar/v2026_04/outputs.py	8033	"""The tax behavior of the price. If null, it defaults to the organization's default tax behavior."""	STRING
HIGH	sdk/python/polar/v2026_04/outputs.py	8074	"""The tax behavior of the price. If null, it defaults to the organization's default tax behavior."""	STRING
HIGH	sdk/generator/typescript/types.py	27	return f"({inner} \| null)"	CODE
HIGH	sdk/generator/generator/release.py	21	cmd = "set -o pipefail && uv run -m --directory ../../server scripts.generate_openapi \| jq -r"	CODE
HIGH	sdk/generator/generator/ir.py	79	Produced by the anyOf: [{...}, {type: null}] pattern that is dominant in	STRING
HIGH	dev/cli/up_steps/02_setup_node.py	147	console.print("Run: [bold]source ~/.nvm/nvm.sh && nvm use[/bold]")	CODE

Redundant / Tautological Comments42 hits · 64 pts

Severity	File	Line	Snippet	Context
LOW	server/polar/organization/tasks.py	611	# Check if grant belongs to an old seat-holder customer	COMMENT
LOW	server/polar/organization/tasks.py	785	# Check if customer has any subscriptions	COMMENT
LOW	server/polar/organization/tasks.py	797	# Check if customer has any orders	COMMENT
LOW	server/polar/organization/endpoints.py	517	# Check if user is already member of organization	COMMENT
LOW	server/polar/organization/endpoints.py	594	# Check if user is the only member	COMMENT
LOW	server/polar/webhook/service.py	397	# Check if all recent events are failures	COMMENT
LOW	server/polar/member/service.py	798	# Check if caller has permission to transfer ownership	COMMENT
LOW	server/polar/oauth2/authorization_server.py	90	# Check if this is a public client (token_endpoint_auth_method = none)	COMMENT
LOW	server/polar/oauth2/authorization_server.py	154	# Check if this is a public client (token_endpoint_auth_method = none)	COMMENT
LOW	server/polar/oauth2/grants/authorization_code.py	339	# Check if the sub has granted the requested scope or a subset of it	COMMENT
LOW	server/polar/models/subscription.py	554	# Check if the meter already exists in the subscription	COMMENT
LOW	server/polar/backoffice/users/endpoints.py	648	# Check if user can be deleted	COMMENT
LOW	server/polar/backoffice/orders/endpoints.py	776	# Check if order can be refunded	COMMENT
LOW	server/polar/backoffice/orders/endpoints.py	965	# Check if order can be voided	COMMENT
LOW	server/polar/cli/endpoints.py	40	# Check if this is a webhook event	COMMENT
LOW	server/polar/observability/utils.py	15	# Check if app is excluded (e.g., backoffice)	COMMENT
LOW⚡	server/polar/observability/slo.py	118	# Check if p99 exceeds target for any critical endpoint:	STRING
LOW	server/polar/billing_entry/service.py	121	# Check if this meter uses a non-summable aggregation	COMMENT
LOW	server/polar/subscription/service.py	887	# Check if discount is still applicable	COMMENT
LOW	server/polar/worker/_debounce.py	71	# Set TTL to avoid keys being stuck in Redis	COMMENT
LOW	server/polar/customer_seat/service.py	1039	# Check if seat already assigned to this customer	COMMENT
LOW	server/polar/meter/service.py	230	# Check if meter is attached to any active ProductPriceMeteredUnit	COMMENT
LOW	server/polar/meter/service.py	254	# Check if meter is referenced by any active Benefits with meter_credit type	COMMENT
LOW	server/polar/refund/service.py	314	# Check if there are disputes to link	COMMENT
LOW	server/tests/order/test_service.py	5015	# Set organization to use customer-based invoice numbering	COMMENT
LOW	server/tests/member/test_service.py	367	# Set name to None after creation	COMMENT
LOW	…sts/customer_portal/endpoints/test_customer_session.py	393	# Set name to None	COMMENT
LOW	server/scripts/void_eligible_orders.py	132	# Check if order is still pending (might have changed since query)	COMMENT
LOW	…ver/scripts/transfer_products_between_organizations.py	140	# Check if all products belong to the same organization	COMMENT
LOW	…ver/scripts/transfer_products_between_organizations.py	218	# Check if customer has orders for non-transferring products	COMMENT
LOW	…ver/scripts/transfer_products_between_organizations.py	233	# Check if customer has subscriptions for non-transferring products	COMMENT
LOW	…ver/scripts/transfer_products_between_organizations.py	352	# Check if this discount is used by non-transferring products	COMMENT
LOW	…ver/scripts/transfer_products_between_organizations.py	467	# Check if a customer with the same email already exists in target organization	COMMENT
LOW	…ver/scripts/transfer_products_between_organizations.py	612	# Check if a customer with the same email already exists in target organization	COMMENT
LOW	server/scripts/seeds_load.py	1238	# Check if seed data already exists	COMMENT
LOW	server/scripts/plain_comm.py	249	# Check if not already sent	COMMENT
LOW	server/scripts/backfill_missing_balance_order_event.py	48	# Check if either event already exists	COMMENT
LOW⚡	docs/update-schema.sh	8	# Check if jq is installed	COMMENT
LOW⚡	docs/update-schema.sh	14	# Check if there is exactly one positional argument	COMMENT
LOW	.github/workflows/link_pr_to_issue.yaml	44	# Check if the fix reference already exists in the description	COMMENT
LOW	.github/workflows/e2e_flakiness_analysis.yaml	206	# Check if Claude created a PR (flaky fix)	COMMENT
LOW	dev/docker/scripts/startup.sh	203	# Check if any organizations exist to determine if seeds are needed	COMMENT

Over-Commented Block43 hits · 42 pts

Severity	File	Line	Snippet	Context
LOW	terraform/scripts/plan-diff.sh	1	#!/usr/bin/env bash	COMMENT
LOW	terraform/modules/s3_buckets/main.tf	101	}	COMMENT
LOW	clients/examples/checkout-components/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	clients/packages/orbit/src/tokens/tokens.stylex.ts	1	// ─── Public Token Barrel ──────────────────────────────────────────────────────	COMMENT
LOW	clients/packages/orbit/src/tokens/value.stylex.ts	1	// ─── Value Tokens (Tier 1 — Primitives) ───────────────────────────────────────	COMMENT
LOW	clients/apps/app/expo-env.d.ts	1	/// <reference types="expo/types" />	COMMENT
LOW	…web/src/app/(main)/feedback/question/dashboardPaths.ts	1	// Allowed dashboard paths for assistant deep-links. Each entry is appended to	COMMENT
LOW	clients/apps/web/src/utils/planSavings.test.ts	181	it('returns variable + fixed savings minus monthly plan cost', () => {	COMMENT
LOW	infra/preview/setup-vm.sh	1	#!/usr/bin/env bash	COMMENT
LOW	infra/preview/deploy.sh	181	log "Seed data already loaded, skipping"	COMMENT
LOW	infra/preview/deploy.sh	201	# NEXT_PUBLIC_FRONTEND_BASE_URL=${PREVIEW_URL}	COMMENT
LOW	server/alembic.ini	1	# A generic, single database configuration.	COMMENT
LOW	server/alembic.ini	21	# string value is passed to dateutil.tz.gettz()	COMMENT
LOW	server/alembic.ini	41	# The path separator used here should be the separator specified by "version_path_separator" below.	COMMENT
LOW	server/polar/tax/repository.py	41	# Only US and Canada are reported at the state level; everywhere else is	COMMENT
LOW	server/polar/backoffice/middlewares.py	61		COMMENT
LOW	server/polar/backoffice/tasks/endpoints.py	41	# if value is not None:	COMMENT
LOW	server/polar/customer_meter/service.py	161	# )	COMMENT
LOW	server/polar/customer_meter/service.py	201	# customer_id=str(customer.id),	COMMENT
LOW	server/polar/customer_meter/service.py	221	# if old_credit_ids != new_credit_ids:	COMMENT
LOW	server/polar/integrations/aws/s3/schemas.py	141	# S3 SHA-256 BASE64 validation for multipart upload is special.	COMMENT
LOW	server/polar/compass/service.py	61		COMMENT
LOW	server/polar/authz/dependencies.py	201	),	COMMENT
LOW	server/polar/startup_program/service.py	101	return existing	COMMENT
LOW	server/polar/invoice/generator.py	441	) -> None:	COMMENT
LOW	server/emails/tsconfig.json	21	// "jsxFactory": "", /* Specify the JSX factory function used when targeting React J	COMMENT
LOW	server/emails/tsconfig.json	41	// "rewriteRelativeImportExtensions": true, /* Rewrite '.ts', '.tsx', '.mts', and '.cts' file extensions in	COMMENT
LOW	server/emails/tsconfig.json	61	// "noEmit": true, /* Disable emitting files from a compilation. */	COMMENT
LOW	server/emails/tsconfig.json	81	// "isolatedDeclarations": true, /* Require sufficient annotation on exports so other tools can	COMMENT
LOW	server/emails/tsconfig.json	101	// "noImplicitReturns": true, /* Enable error reporting for codepaths that do not explicitly	COMMENT
LOW	server/tests/subscription/test_service_prorations.py	61	# not a subscription in Stripe.	COMMENT
LOW	server/tests/event/test_service.py	1981	# session: AsyncSession,	COMMENT
LOW	server/tests/event/test_service.py	2001		COMMENT
LOW	server/tests/event/test_service.py	2021	# )	COMMENT
LOW	server/scripts/seeds_load.py	1681	# {	COMMENT
LOW	server/scripts/seeds_load.py	2181		COMMENT
LOW	sdk/python/README.md	1	# Polar Python SDK	COMMENT
LOW	.github/workflows/deploy.yml	41	# Why per-env: sandbox can be ahead of production (failed prod deploy	COMMENT
LOW	.github/workflows/deploy.yml	81	# would silently emit "key=" (empty value) instead of aborting.	COMMENT
LOW	.github/workflows/deploy-environment.yml	101	"${{ inputs.render-worker-service-ids }}"	COMMENT
LOW	.github/workflows/deploy-environment.yml	161	env:	COMMENT
LOW	dev/cli/cli.py	1	#!/usr/bin/env -S uv run -s	COMMENT
LOW	dev/cli/commands/snap.py	81	# a fixed base (env + server boot, both branches) plus per-URL. ONE shared,	COMMENT

Verbosity Indicators20 hits · 40 pts

Severity	File	Line	Snippet	Context
LOW⚡	server/polar/integrations/plain/service.py	1348	# Step 1: Try read-only lookup by email (handles legacy customers)	COMMENT
LOW⚡	server/polar/integrations/plain/service.py	1357	# Step 2: Not found by email - upsert with external_id as identifier	COMMENT
LOW⚡	server/tests/scripts/test_restore_oneoff_grants.py	939	# Step 1: Find	COMMENT
LOW⚡	server/tests/scripts/test_restore_oneoff_grants.py	944	# Step 2: Restore	COMMENT
LOW⚡	server/tests/scripts/test_restore_oneoff_grants.py	953	# Step 3: Verify grant	COMMENT
LOW⚡	server/tests/scripts/test_restore_oneoff_grants.py	961	# Step 4: Verify license key	COMMENT
LOW⚡	server/tests/scripts/test_restore_oneoff_grants.py	968	# Step 5: Running find again should return nothing	COMMENT
LOW⚡	server/tests/customer_seat/test_service.py	2757	# Step 1: Assign a seat to the email (this creates a member)	COMMENT
LOW⚡	server/tests/customer_seat/test_service.py	2764	# Step 2: Revoke the seat (this clears member_id, customer_id, email from seat)	COMMENT
LOW⚡	server/tests/customer_seat/test_service.py	2771	# Step 3: Soft delete the member	COMMENT
LOW	server/tests/customer_seat/test_service.py	2784	# Step 4: Try to assign a new seat to the same email	COMMENT
LOW	server/scripts/migrate_organizations_members.py	195	# Step 1: Enable member_model_enabled	COMMENT
LOW	server/scripts/migrate_organizations_members.py	208	# Step 2: Run backfill steps directly	COMMENT
LOW⚡	server/scripts/tax_filing_imports.py	233	# Step 1: Count rows	COMMENT
LOW⚡	server/scripts/tax_filing_imports.py	239	# Step 2: Load CSV	COMMENT
LOW⚡	server/scripts/tax_filing_imports.py	246	# Step 3: Process batches	COMMENT
LOW⚡	dev/cli/up_steps/09_configure_integrations.py	151	# Step 1: Install Stripe CLI	COMMENT
LOW	dev/cli/up_steps/09_configure_integrations.py	165	# Step 2: Log in to Stripe	COMMENT
LOW	dev/cli/up_steps/09_configure_integrations.py	185	# Step 3: Fetch API keys	COMMENT
LOW	dev/cli/up_steps/09_configure_integrations.py	198	# Step 4: Get webhook secret	COMMENT

AI Slop Vocabulary10 hits · 23 pts

Severity	File	Line	Snippet	Context
MEDIUM	clients/apps/web/src/utils/getResizedImage.ts	27	// in an SSR/email environment we do this for simplicity and to leverage caching.	COMMENT
MEDIUM	clients/apps/web/src/components/Landing/Logotypes.tsx	43	// Duplicate for seamless marquee loop	COMMENT
LOW	server/polar/organization/tasks.py	475	# else: no customer and no email — just set customer_id below	COMMENT
MEDIUM	server/polar/organization_review/analyzer.py	697	# A product-change review is a comprehensive re-review of an	COMMENT
LOW	server/polar/event/service.py	1016	# events whose root_id was just set because an ancestor arrived in	COMMENT
MEDIUM	server/tests/metrics/test_tinybird_metrics.py	1585	# The harness commits shared seed data once for speed, so it can't use the	COMMENT
MEDIUM	server/tests/metrics/test_service.py	2325	# The harness commits shared seed data once for speed, so it can't use the	COMMENT
MEDIUM	server/tests/payout/test_endpoints.py	106	# harness doesn't provide. The authz check raises before the	COMMENT
MEDIUM	dev/cli/commands/status.py	1	"""Show comprehensive environment status."""	STRING
MEDIUM	dev/cli/commands/status.py	147	"""Show comprehensive environment status."""	STRING

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	server/polar/customer/repository.py	59	customer_id = Customer.__table__.c.id.default.arg(None)	CODE

Modern AI Meta-Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	server/polar/worker/_broker.py	223	# Group completion callbacks for orchestrating task sequences	COMMENT
MEDIUM	server/tests/order/test_service.py	6098	# here we only assert finalize's orchestration drives it with a paid	COMMENT

Dead Code2 hits · 4 pts

Severity	File	Line	Snippet	Context
MEDIUM	server/tests/merchant_migration/test_endpoints.py	295		CODE
MEDIUM	server/tests/cli/test_endpoints.py	183		CODE

Example Usage Blocks2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	terraform/scripts/plan-diff.sh	6	# Usage:	COMMENT
LOW	infra/preview/deploy.sh	6	# Usage:	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	server/polar/worker/_runner.py	154	async def run_task(	CODE

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings