3.7

Adjusted Signal

3.7

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

15.8K

Stars

Ruby

Language

899.2K

Lines of Code

6.7K

Files

3.0K

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 10.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1751 finding(s).

Hallucinated Dependency & Supply Chain Risk 6.7/100 · LOW

Are imports declared and package/API names verified? 1243 finding(s).

Agent Over-Engineering Ratio 2.9/100 · LOW

Are wrappers, guards, and repeated structures necessary? 468 finding(s).

PR Review Velocity Impact 17.4/100 · LOW

Which changes need focused human review? 3029 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 18HIGH 11MEDIUM 96LOW 2904

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 3029 distinct pattern matches across 12 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.

Over-Commented Block1221 hits · 1221 pts

Severity	File	Line	Snippet	Context
LOW	pnpm-workspace.yaml	1	packages:	COMMENT
LOW	pnpm-workspace.yaml	81	# upstream releases for a full week.	COMMENT
LOW	pnpm-workspace.yaml	101	# chokidar 4.0.3 — via tsup	COMMENT
LOW	pnpm-workspace.yaml	121	# npm_and_yarn updater chokes on pnpm's `workspace:` protocol during	COMMENT
LOW	pnpm-workspace.yaml	141	'@base-ui/utils': 0.4.0	COMMENT
LOW	.config/wt.toml	1	# worktrunk project config — see CLAUDE.md "Worktrees" and scripts/worktree/.	COMMENT
LOW	.claude/hooks/post-edit-format.sh	1	#!/usr/bin/env bash	COMMENT
LOW	.claude/hooks/pre-commit-gate.sh	1	#!/usr/bin/env bash	COMMENT
LOW	.claude/hooks/pre-commit-gate.sh	41		COMMENT
LOW	docs/plans/6.0-tax-provider.md	261	# Customer (durable profile value), Company (the entity's registration,	COMMENT
LOW	docs/plans/6.0-tax-provider.md	381	# app/models/spree/tax_identifier/validation_result.rb	COMMENT
LOW	docs/plans/6.0-tax-provider.md	661	# require a connected Integration.	COMMENT
LOW	docs/plans/6.0-tax-provider.md	681	# @param context [Hash] untyped provider extras from set_tax_line_context	COMMENT
LOW	docs/plans/6.0-tax-provider.md	801	```ruby	COMMENT
LOW	docs/plans/6.0-returns-exchanges-claims.md	881	Resumption needs no cursor. The legacy `number` carries onto the new	COMMENT
LOW	docs/plans/6.0-multi-vendor-marketplace.md	301	has_many :products, class_name: 'Spree::Product', dependent: :nullify	COMMENT
LOW	docs/plans/6.0-multi-vendor-marketplace.md	321	# nil ⇒ store default (store preference), matching today's	COMMENT
LOW	docs/plans/6.0-multi-vendor-marketplace.md	501	# include_shipping : bool — also commission the seller order's delivery amounts	COMMENT
LOW	docs/plans/6.0-multi-vendor-marketplace.md	661	end	COMMENT
LOW	docs/plans/6.0-b2b-quantity-rules.md	201	is not yet met.	COMMENT
LOW	docs/plans/5.6-admin-spa-csv-import.md	161	render json: serialize_resource(@resource), status: :created	COMMENT
LOW	docs/plans/5.4-search-provider.md	161	# Search, filter, and return facets in one call.	COMMENT
LOW	docs/plans/6.0-replace-taxons-with-categories.md	181	include Spree::Metadata	COMMENT
LOW	docs/plans/6.0-replace-taxons-with-categories.md	621	# rake spree:migrate_taxons_to_categories_and_collections	COMMENT
LOW	docs/plans/6.0-replace-taxons-with-categories.md	641	# childless after step 1 (keep non-empty roots as top-level categories), then	COMMENT
LOW	spree/template.rb	1	require 'shellwords'	COMMENT
LOW	…nce_tasks/spree/maintenance_tasks/upgrade/rake_step.rb	21		COMMENT
LOW	…ree/core/app/tools/spree/agent_tools/resource_write.rb	1	module Spree	COMMENT
LOW	…/app/tools/spree/agent_tools/propose_import_mapping.rb	1	module Spree	COMMENT
LOW	spree/core/app/tools/spree/agent_tools/create_import.rb	1	module Spree	COMMENT
LOW	spree/core/app/tools/spree/agent_tools/upload_file.rb	1	module Spree	COMMENT
LOW	spree/core/app/tools/spree/agent_tools/create_export.rb	1	module Spree	COMMENT
LOW	spree/core/app/tools/spree/agent_tools/query_report.rb	81	# granted `read_reports` and `read_orders` could group by the product	COMMENT
LOW	spree/core/app/tools/spree/agent_tools/import_tool.rb	1	module Spree	COMMENT
LOW	spree/core/app/tools/spree/agent_tools/import_tool.rb	41	# including its reads. An import is not the resource: it is whatever	COMMENT
LOW	spree/core/app/mailers/spree/base_mailer.rb	101	end	COMMENT
LOW	spree/core/app/mailers/spree/email_template_mailer.rb	1	module Spree	COMMENT
LOW	spree/core/app/workflows/spree/customers/anonymize.rb	1	module Spree	COMMENT
LOW	spree/core/app/workflows/spree/customers/anonymize.rb	21	# carrying customer-identifiable data extends this flow in the same	COMMENT
LOW	spree/core/app/workflows/spree/customers/anonymize.rb	121		COMMENT
LOW	spree/core/app/workflows/spree/customers/anonymize.rb	181	# their street address sitting in the database, and erasure has to reach	COMMENT
LOW	spree/core/app/workflows/spree/customers/anonymize.rb	201	#	COMMENT
LOW	spree/core/app/workflows/spree/customers/anonymize.rb	261		COMMENT
LOW	spree/core/app/workflows/spree/customers/anonymize.rb	281	purchases_about_person(model, customer, email: @original_email)	COMMENT
LOW	spree/core/app/workflows/spree/customers/anonymize.rb	381		COMMENT
LOW	spree/core/app/workflows/spree/customers/anonymize.rb	461		COMMENT
LOW	spree/core/app/workflows/spree/customers/create.rb	1	module Spree	COMMENT
LOW	spree/core/app/workflows/spree/customers/create.rb	21	# The customer record — built (unsaved) while :validate runs.	COMMENT
LOW	spree/core/app/workflows/spree/customers/create.rb	181	# created directly was agreed to at registration.	COMMENT
LOW	spree/core/app/workflows/spree/fulfillments/fulfill.rb	1	module Spree	COMMENT
LOW	spree/core/app/workflows/spree/fulfillments/fulfill.rb	21	class Fulfill < Spree::Workflow	COMMENT
LOW	spree/core/app/workflows/spree/fulfillments/fulfill.rb	61	# a split the shelf check refused.	COMMENT
LOW	spree/core/app/workflows/spree/fulfillments/fulfill.rb	141	# paid-in-full guard denied it: `paid?` requires a positive total, so	COMMENT
LOW	spree/core/app/workflows/spree/fulfillments/fulfill.rb	161	# that would take it below zero is one of two things, and only the	COMMENT
LOW	spree/core/app/workflows/spree/fulfillments/cancel.rb	1	module Spree	COMMENT
LOW	spree/core/app/workflows/spree/fulfillments/create.rb	1	module Spree	COMMENT
LOW	spree/core/app/workflows/spree/fulfillments/create.rb	21	# that parcel holds.	COMMENT
LOW	spree/core/app/workflows/spree/fulfillments/create.rb	41		COMMENT
LOW	spree/core/app/workflows/spree/fulfillments/update.rb	1	module Spree	COMMENT
LOW	…ore/app/workflows/spree/fulfillments/mark_delivered.rb	1	module Spree	COMMENT
1161 more matches not shown…

Fake / Example Data1225 hits · 1057 pts

Severity	File	Line	Snippet	Context
LOW	.agents/skills/prototype/SKILL.md	21	3. Every variant fully works. Real interactions, real motion, realistic content — actual product-shaped copy, plausi	CODE
LOW	docs/plans/5.5-admin-customers-api.md	201	"address1": "123 Main St",	CODE
LOW⚡	docs/plans/6.0-admin-spa.md	505	"code": { "label": "Code", "placeholder": "SUMMER2026" },	CODE
LOW⚡	docs/plans/6.0-admin-spa.md	508	"usage_limit": { "label": "Usage limit", "placeholder": "Unlimited" },	CODE
LOW⚡	docs/plans/6.0-admin-spa.md	511	"promotion": { "name": { "label": "Name", "placeholder": "Summer Sale" } },	CODE
LOW⚡	docs/plans/6.0-admin-spa.md	514	"stock_location": { "name": { "label": "Name", "placeholder": "Brooklyn warehouse" },	CODE
LOW⚡	docs/plans/6.0-admin-spa.md	515	"admin_name": { "label": "Internal name", "placeholder": "Optional — shown only in the admin"	CODE
LOW	docs/plans/decisions.md	3396	("Acme" / "Acme Ltd" / "ACME Limited"), so the backfill into real Company	CODE
LOW	docs/api-reference/store.yaml	3042	address1: '123 Main St',	CODE
LOW	docs/api-reference/store.yaml	7291	address1: '123 Main St',	CODE
LOW	docs/api-reference/storefront.yaml	15793	dummy_key: PUBLICKEY123	CODE
LOW	docs/api-reference/platform.yaml	7228	dummy_key: PUBLICKEY123	CODE
LOW	docs/api-reference/platform.yaml	7252	dummy_key: PUBLICKEY123	CODE
LOW	docs/api-reference/platform.yaml	7323	dummy_key: PUBLICKEY123	CODE
LOW	docs/api-reference/platform.yaml	7400	dummy_key: PUBLICKEY123	CODE
LOW	docs/api-reference/platform.yaml	7476	dummy_key: UPDATED-DUMMY-KEY-123	CODE
LOW	spree/core/app/models/spree/gateway/bogus.rb	14	preference :dummy_key, :string, default: 'PUBLICKEY123'	CODE
LOW	spree/core/app/models/spree/gateway/bogus.rb	187	[:dummy_key]	CODE
LOW	spree/core/spec/mailers/spree/admin_user_mailer_spec.rb	5	let(:admin_user) { create(:admin_user, email: 'admin@example.com') }	CODE
LOW	spree/core/spec/mailers/spree/admin_user_mailer_spec.rb	12	expect(message.to).to eq(['admin@example.com'])	CODE
LOW⚡	…/core/spec/mailers/spree/email_template_mailer_spec.rb	9	mail = described_class.test_email(store, 'admin@example.com', editable_key,	CODE
LOW⚡	…/core/spec/mailers/spree/email_template_mailer_spec.rb	13	expect(mail.to).to eq(['admin@example.com'])	CODE
LOW⚡	…/core/spec/mailers/spree/email_template_mailer_spec.rb	20	mail = described_class.test_email(store, 'admin@example.com', editable_key, branding: { card_color: '#123456' })	CODE
LOW	…/core/spec/workflows/spree/customers/anonymize_spec.rb	201	first_name: 'Dana', last_name: 'Reyes', phone: '555-0100').	CODE
LOW	spree/core/spec/models/spree/user_identity_spec.rb	82	email: 'user@example.com',	CODE
LOW	spree/core/spec/models/spree/user_identity_spec.rb	116	expect(user.email).to eq('user@example.com')	CODE
LOW	spree/core/spec/models/spree/cart_spec.rb	291	expect(cart.name).to eq('John Doe')	CODE
LOW	spree/core/spec/models/spree/order_spec.rb	143	it { is_expected.to eq('John Doe') }	CODE
LOW	…core/spec/models/spree/customer_standing_scope_spec.rb	5	let!(:parent) { create(:company, store: store, name: 'Acme Corp') }	CODE
LOW	spree/core/spec/models/spree/payment_method_spec.rb	515	expect(gateway.reload.options).to include(dummy_secret_key: 'sk_live_secret', dummy_key: 'PUBLICKEY123')	CODE
LOW	spree/core/spec/models/spree/user_spec.rb	11	expect(user.full_name).to eq('John Doe')	CODE
LOW	spree/core/spec/models/spree/address_spec.rb	698	address.update!(phone: '555-0000', first_name: 'Other')	CODE
LOW	spree/core/spec/models/spree/address_spec.rb	868	address1: '123 Main St',	CODE
LOW	spree/core/spec/models/spree/address_spec.rb	871	phone: '555-1234',	CODE
LOW	spree/core/spec/models/spree/address_spec.rb	1042	country_code: 'US', phone: '555-1212', alternative_phone: '555-1213' }	CODE
LOW	…hentication/strategies/email_password_strategy_spec.rb	4	let(:user) { create(:user, email: 'user@example.com', password: 'password123') }	CODE
LOW	…hentication/strategies/email_password_strategy_spec.rb	5	let(:params) { { email: 'user@example.com', password: 'password123' } }	CODE
LOW	…hentication/strategies/email_password_strategy_spec.rb	24	allow(strategy).to receive(:find_user_by_email).with('user@example.com').and_return(user)	CODE
LOW	…hentication/strategies/email_password_strategy_spec.rb	47	let(:params) { { email: 'user@example.com', password: 'wrongpassword' } }	CODE
LOW	…hentication/strategies/email_password_strategy_spec.rb	53	allow(strategy).to receive(:find_user_by_email).with('user@example.com').and_return(user)	CODE
LOW	…hentication/strategies/email_password_strategy_spec.rb	66	allow(strategy).to receive(:find_user_by_email).with('user@example.com').and_return(user)	CODE
LOW	…hentication/strategies/email_password_strategy_spec.rb	104	allow(strategy).to receive(:find_user_by_email).with('user@example.com').and_return(bare_user)	CODE
LOW	…hentication/strategies/email_password_strategy_spec.rb	115	allow(strategy).to receive(:find_user_by_email).with('user@example.com').and_return(partial_user)	CODE
LOW	…hentication/strategies/email_password_strategy_spec.rb	147	let(:params) { { email: 'user@example.com', password: '' } }	CODE
LOW	…hentication/strategies/email_password_strategy_spec.rb	158	let(:params) { { email: 'user@example.com' } }	CODE
LOW	…hentication/strategies/email_password_strategy_spec.rb	185	let(:admin_user) { create(:admin_user, email: 'admin@example.com', password: 'admin123') }	CODE
LOW	…hentication/strategies/email_password_strategy_spec.rb	186	let(:params) { { email: 'admin@example.com', password: 'admin123' } }	CODE
LOW	…/spree/authentication/strategies/base_strategy_spec.rb	4	let(:params) { { email: 'user@example.com', password: 'secret' } }	CODE
LOW	…/spec/models/spree/concerns/admin_user_methods_spec.rb	31	expect(admin_user.full_name).to eq('John Doe')	CODE
LOW	…c/models/concerns/spree/ransackable_attributes_spec.rb	43	other = create(:supplier, store: store, name: 'Globex', contact_name: 'John Doe', email: 'hello@globex.test')	CODE
LOW	…re/spec/presenters/spree/csv/formula_sanitizer_spec.rb	26	expect(described_class.cell('123 Main St')).to eq('123 Main St')	CODE
LOW	…e/spec/presenters/spree/csv/customer_presenter_spec.rb	10	address1: '123 Main St',	CODE
LOW	…e/spec/presenters/spree/csv/customer_presenter_spec.rb	16	phone: '555-1234')	CODE
LOW	spree/core/spec/lib/tasks/preferences_json_spec.rb	68	id = insert_row(YAML.dump({ dummy_key: 'pk_1', dummy_secret_key: 'sk_live_1' }), type: 'Spree::Gateway::Bogus')	CODE
LOW	spree/core/spec/lib/tasks/preferences_json_spec.rb	72	expect(column(id, 'preferences_json')).to eq('dummy_key' => 'pk_1')	CODE
LOW	spree/core/spec/lib/tasks/preferences_json_spec.rb	188	"UPDATE spree_payment_methods SET preferences = #{connection.quote({ dummy_key: 'pk_1', dummy_secret_key: 'sk_le	CODE
LOW	…/db/migrate/rename_metafields_to_custom_fields_spec.rb	28	resource: product, custom_field_definition: definition, value: 'placeholder'	CODE
LOW	…/subscribers/spree/admin_user_email_subscriber_spec.rb	7	let(:admin_user) { create(:admin_user, email: 'admin@example.com') }	CODE
LOW	…core/spec/services/spree/customers/data_export_spec.rb	170	address.update_columns(alternative_phone: '555-0100', latitude: 51.52, longitude: -0.15)	CODE
LOW	…core/spec/services/spree/customers/data_export_spec.rb	174	expect(exported[:alternative_phone]).to eq('555-0100')	CODE
1165 more matches not shown…

Hyper-Verbose Identifiers433 hits · 447 pts

Severity	File	Line	Snippet	Context
LOW	docs/plans/5.5-6.0-resource-translations-api.md	88	def destroy_locale_translation(locale)	CODE
LOW	docs/plans/5.4-disjunctive-option-faceting.md	26	def group_option_values_by_type(prefixed_ids)	CODE
LOW	spree/core/app/mailers/spree/base_mailer.rb	176	def ensure_default_action_mailer_url_host(store_url = nil)	CODE
LOW	…/core/app/workflows/spree/fulfillments/replacements.rb	49	def allocate_replacement_stock(fulfillment)	CODE
LOW	spree/core/app/workflows/spree/fulfillments/create.rb	290	def destroy_drained_shipments(source_shipments, capture_delivery_method:)	CODE
LOW	spree/core/app/workflows/spree/carts/complete.rb	381	def report_unmatched_override(override)	CODE
LOW	…e/core/app/workflows/spree/carts/recalculate_totals.rb	232	def update_adjustable_columns(adjustable, attributes)	CODE
LOW	…ree/core/app/workflows/spree/refunds/order_payments.rb	41	def issue_refund_store_credit(order:, amount:, record:, memo:, refunder: nil)	CODE
LOW	…ore/app/workflows/spree/returns/returnable_quantity.rb	38	def ensure_returnable_quantities(items, action:)	CODE
LOW	spree/core/app/workflows/spree/orders/complete.rb	142	def allocate_fulfillment_stock(fulfillment)	CODE
LOW	spree/core/app/models/spree/payment.rb	428	def add_gateway_processing_error(error_message)	CODE
LOW⚡	spree/core/app/models/spree/price.rb	144	def compare_at_price_including_vat_for(_price_options = {})	CODE
LOW⚡	spree/core/app/models/spree/price.rb	150	def display_price_including_vat_for(_price_options = {})	CODE
LOW⚡	spree/core/app/models/spree/price.rb	156	def display_compare_at_price_including_vat_for(_price_options = {})	CODE
LOW	spree/core/app/models/spree/promotion_rule.rb	65	def eligibility_error_message(key, options = {})	CODE
LOW	spree/core/app/models/spree/store_credit_category.rb	29	def default_reimbursement_category(options = {})	CODE
LOW	spree/core/app/models/spree/product.rb	745	def variants_and_option_values(current_currency = nil)	CODE
LOW	spree/core/app/models/spree/product.rb	988	def preferred_default_variant(reload: false)	CODE
LOW	spree/core/app/models/spree/seller.rb	340	def set_payout_account_reference(provider, account_reference)	CODE
LOW	spree/core/app/models/spree/current.rb	184	def quantity_rules_resolver_for(company: nil, user: nil, channel: nil)	CODE
LOW	spree/core/app/models/spree/export.rb	251	def decode_prefixed_id_filters(params)	CODE
LOW	spree/core/app/models/spree/store_credit.rb	280	def create_credit_record_params(amount)	CODE
LOW	spree/core/app/models/spree/order.rb	414	def promotion_actions_of_scope(scope)	CODE
LOW	spree/core/app/models/spree/order.rb	1220	def valid_order_routing_strategy_class(klass_name)	CODE
LOW	spree/core/app/models/spree/fulfillment_changer.rb	108	def get_desired_shipment_inventory_unit(state)	CODE
LOW	spree/core/app/models/spree/payment_session.rb	114	def apply_settlement_metadata(payment, metadata)	CODE
LOW⚡	spree/core/app/models/spree/payment_method.rb	219	def create_payment_setup_session(customer:, external_data: {})	CODE
LOW⚡	spree/core/app/models/spree/payment_method.rb	225	def complete_payment_setup_session(setup_session:, params: {})	CODE
LOW	spree/core/app/models/spree/import_row.rb	74	def attribute_by_schema_field(schema_field, mappings = nil)	CODE
LOW	spree/core/app/models/spree/import_mapping.rb	34	def try_to_auto_assign_file_column(csv_headers)	CODE
LOW	spree/core/app/models/spree/store.rb	631	def states_available_for_checkout(country)	CODE
LOW	spree/core/app/models/spree/store.rb	781	def translate_with_store_locale_fallback(key)	CODE
LOW	spree/core/app/models/spree/price_list.rb	244	def adjustment_percentage_for(quantity = nil)	CODE
LOW	spree/core/app/models/spree/digital_asset.rb	66	def effective_authorized_clicks(store = self.store)	CODE
LOW	spree/core/app/models/spree/digital_asset.rb	72	def effective_authorized_days(store = self.store)	CODE
LOW	spree/core/app/models/spree/line_item.rb	422	def update_price_from_modifier(currency, opts)	CODE
LOW	spree/core/app/models/spree/gateway.rb	45	def gateway_dashboard_payment_url(_payment)	CODE
LOW	spree/core/app/models/spree/promotion/rules/category.rb	154	def category_ids_in_order_including_ancestors(order)	CODE
LOW	spree/core/app/models/spree/promotion/rules/country.rb	56	def compute_eligible_country_codes(order)	CODE
LOW	spree/core/app/models/spree/promotion_handler/coupon.rb	161	def clear_persisted_coupon_code(code)	CODE
LOW	spree/core/app/models/spree/promotion_handler/coupon.rb	183	def remove_promotion_adjustments(promotion)	CODE
LOW	spree/core/app/models/spree/promotion_handler/coupon.rb	187	def remove_promotion_line_items(promotion)	CODE
LOW	spree/core/app/models/spree/adjusters/promotion.rb	146	def distribute_over_line_items(chosen)	CODE
LOW	spree/core/app/models/spree/product/channels.rb	124	def apply_product_publications(publications_params)	CODE
LOW	spree/core/app/models/spree/product/channels.rb	168	def decode_publication_channel_id(value)	CODE
LOW	spree/core/app/models/spree/tax_provider/internal.rb	111	def sweep_internal_duty_tax_lines(owner)	CODE
LOW	spree/core/app/models/spree/stock/estimator.rb	48	def choose_default_delivery_rate(delivery_rates)	CODE
LOW	spree/core/app/models/spree/stock/splitter/weight.rb	61	def split_package_contents_over_threshold(package)	CODE
LOW	spree/core/app/models/spree/stock/splitter/weight.rb	71	def split_content_item_over_threshold(content_item)	CODE
LOW	…odels/spree/authentication/strategies/base_strategy.rb	94	def find_or_create_user_from_oauth(provider:, uid:, info:, tokens: {})	CODE
LOW	…pp/models/spree/order_routing/rules/minimize_splits.rb	24	def required_quantity_by_variant(order)	CODE
LOW	spree/core/app/models/spree/gateway/bogus.rb	74	def gateway_dashboard_payment_url(payment)	CODE
LOW	spree/core/app/models/spree/gateway/bogus.rb	141	def create_payment_setup_session(customer:, external_data: {})	CODE
LOW	spree/core/app/models/spree/gateway/bogus.rb	152	def complete_payment_setup_session(setup_session:, params: {})	CODE
LOW	spree/core/app/models/concerns/spree/acted_by.rb	182	def define_transitional_actor_reader(name)	CODE
LOW	…pp/models/concerns/spree/translatable_resource_slug.rb	6	def localized_slugs_for_store(store)	CODE
LOW	spree/core/app/models/concerns/spree/user_reporting.rb	42	def completed_orders_for_store(store)	CODE
LOW	…re/app/models/concerns/spree/personal_data_matching.rb	75	def personal_newsletter_subscribers(customer, email:)	CODE
LOW	…re/app/models/concerns/spree/personal_data_matching.rb	113	def with_email_not_owned_by_others(model, email, customer_type:, customer_id:)	CODE
LOW	…ree/core/app/models/concerns/spree/customer_methods.rb	303	def last_incomplete_spree_order(store, options = {})	CODE
373 more matches not shown…

Hallucination Indicators18 hits · 185 pts

Severity	File	Line	Snippet	Context
CRITICAL	spree/core/app/tools/spree/agent_tools/import_tool.rb	61	import.class.name.demodulize.underscore.tr('_', ' ')	CODE
CRITICAL⚡	spree/core/app/models/spree/payment_method.rb	234	self.class.name.demodulize.titleize.gsub(/Gateway/, '').strip	CODE
CRITICAL	spree/core/app/models/spree/taxon_rules/available_on.rb	8	date = value.to_i.days.ago.beginning_of_day.in_time_zone(timezone)	CODE
CRITICAL	…core/app/models/spree/collection_rules/available_on.rb	9	date = value.to_i.days.ago.beginning_of_day.in_time_zone(timezone)	CODE
CRITICAL	…pp/jobs/spree/collections/regenerate_time_based_job.rb	10	types = Rails.application.config.spree.time_based_collection_rules.map(&:to_s)	CODE
CRITICAL	spree/core/config/initializers/active_storage.rb	1	Rails.application.config.active_storage.content_types_to_serve_as_binary.delete('image/svg+xml')	CODE
CRITICAL	…ee/core/spec/workflows/spree/returns/lifecycle_spec.rb	366	return_record.order.payments.completed.first.update_column(:amount, 500)	CODE
CRITICAL	spree/core/spec/models/spree/cart_spec.rb	230	cart.line_items.first.variant.stock_levels.update_all(count_on_hand: 0, backorderable: false)	CODE
CRITICAL	spree/core/spec/models/spree/order_group_spec.rb	174	order.fulfillments.sole.fulfillment_items.sole.update_columns(quantity: 2)	CODE
CRITICAL	spree/core/spec/models/spree/order_spec.rb	2041	order.line_items.first.variant.stock_levels.update_all(count_on_hand: 0, backorderable: false)	CODE
CRITICAL	spree/core/spec/services/spree/carts/update_spec.rb	936	cart.line_items.first.variant.stock_levels.first.set_count_on_hand(20)	CODE
CRITICAL	spree/core/spec/services/spree/carts/update_spec.rb	988	cart.line_items.first.variant.stock_levels.first.set_count_on_hand(2)	CODE
CRITICAL	…e/core/spec/services/spree/store_credits/apply_spec.rb	177	by_credit = order.reload.payments.store_credits.checkout.to_a.group_by(&:source_id).transform_values { \|payments	CODE
CRITICAL	…e/emails/spec/mailers/spree/order_group_mailer_spec.rb	113	group.orders.first.fulfillments.first.selected_delivery_rate.update_columns(unpriced: true)	CODE
CRITICAL	…e/emails/spec/mailers/spree/order_group_mailer_spec.rb	144	order.fulfillments.sole.fulfillment_items.sole.update_columns(quantity: 2)	CODE
CRITICAL	…ontrollers/spree/api/v3/store/carts_controller_spec.rb	498	cart.line_items.first.variant.stock_levels.update_all(count_on_hand: 0, backorderable: false)	CODE
CRITICAL	…ontrollers/spree/api/v3/store/carts_controller_spec.rb	524	cart.line_items.first.variant.stock_levels.update_all(count_on_hand: 0, backorderable: false)	CODE
CRITICAL	…ontrollers/spree/api/v3/store/carts_controller_spec.rb	993	order.line_items.first.variant.stock_levels.first.set_count_on_hand(20)	CODE

Modern AI Meta-Vocabulary39 hits · 110 pts

Severity	File	Line	Snippet	Context
MEDIUM	README.md	91	Spree comes with [agent skills](https://github.com/spree/agent-skills), which teach Claude Code, Codex, Cursor, Copilot	CODE
MEDIUM	README.md	113	* [Agentic Development](https://spreecommerce.org/docs/developer/agentic/overview) — [agent skills](https://github.c	COMMENT
MEDIUM	docs/plans/6.0-delivery-rate-provider.md	500	### Phase 5 — reference external provider ✅ shipped (initial scaffold)	COMMENT
MEDIUM	docs/plans/5.5-agent-skills.md	26	- Distribution channel is the [`skills`](https://github.com/vercel-labs/skills) CLI (`npx skills add spree/agent-ski	CODE
MEDIUM	docs/plans/5.6-project-layout-and-dashboard.md	200	// scaffold.ts (excerpt — new phase 2b: dashboard)	COMMENT
MEDIUM	docs/plans/5.6-project-layout-and-dashboard.md	499	### Phase 5: Add dashboard scaffolding to create-spree-app (implemented)	COMMENT
MEDIUM	docs/plans/6.0-cli-configurator.md	188	name: My Store # from the scaffold prompt	CODE
MEDIUM	docs/plans/6.0-core-rewrite-tasks.md	135	- Retired with no bridge (plan-sanctioned): `ShipmentHandler` (inlined into `after_fulfill` until Wave 4 providers), `St	CODE
MEDIUM	spree/core/app/tools/spree/agent_tools/query_report.rb	92	# and the rows are what fills a context window.	COMMENT
MEDIUM	spree/core/app/workflows/spree/orders/cancel.rb	3	# Cancels an order — the orchestration that used to hide inside	COMMENT
MEDIUM	…pp/jobs/spree/collections/regenerate_time_based_job.rb	4	# which event-driven regeneration can't keep fresh. Scheduled by the host app	COMMENT
MEDIUM	…enerators/spree/api_resource/api_resource_generator.rb	6	# spree:api_resource — scaffold a complete v3-conformant API resource on	COMMENT
MEDIUM	…ib/generators/spree/subscriber/subscriber_generator.rb	4	# spree:subscriber — scaffold an event subscriber and register it.	COMMENT
MEDIUM	spree/mcp/lib/spree/mcp/exports.rb	19	# of a context window. Beyond it the client is told the size and given	COMMENT
MEDIUM	…/spree/api/v3/admin/translations/batches_controller.rb	18	# The orchestration (resolve → upsert → rollback) lives in	COMMENT
MEDIUM	…ee/api/spec/lib/spree/api/agent_tools_contract_spec.rb	248	# resource whose controller orchestrates is reached through that	COMMENT
MEDIUM	…ee/api/spec/lib/spree/api/agent_tools_contract_spec.rb	249	# orchestration rather than around it — an order is writable now, and	COMMENT
MEDIUM	spree/api/lib/spree/api/agent_resource_map.rb	272	# orchestrates — an order, a refund, a stock level — would have	COMMENT
MEDIUM	spree/api/lib/spree/api/agent_resource_map.rb	273	# skipped that orchestration. A dispatched write IS the controller,	COMMENT
MEDIUM	packages/dashboard-starter/README.md	5	> Monorepo note. The canonical source of this template lives at `packages/dashboard-starter` in [spree/spree](https:	CODE
MEDIUM	packages/cli/src/context.ts	54	// scaffold to mount THIS dir (`./server:/rails`). The rewrite lands in the	COMMENT
MEDIUM	packages/cli/src/commands/init.ts	282	// clone, or a scaffold whose install step failed — mirroring	COMMENT
MEDIUM	packages/cli/src/commands/dev.ts	55	// scaffold, a fresh clone) without requiring anyone to run `spree init`.	COMMENT
MEDIUM	packages/cli/src/commands/plugin.ts	431	// Post-scaffold install + banner	COMMENT
MEDIUM	packages/cli/src/commands/add.ts	222	`Could not ${outcome === 'unreadable' ? 'read' : 'write'} ${pc.bold(file)}${outcome === 'unreadable' ? ' as JS	CODE
MEDIUM	packages/cli/src/commands/add.ts	292	// repair a broken one (old scaffold output) — one gatekeeper for both.	COMMENT
MEDIUM	packages/cli/src/commands/add.ts	425	// cookie. A localhost value can only be that scaffold output, never a real	COMMENT
MEDIUM	packages/create-spree-app/tests/scaffold.test.ts	76	// `spree init` is shelled out to; the scaffold only decides its arguments.	COMMENT
MEDIUM	packages/create-spree-app/tests/scaffold.test.ts	441	// scaffold calls process.exit(1) for non-empty dirs, so we mock it	COMMENT
MEDIUM	packages/create-spree-app/tests/templates.test.ts	39	// local mail catcher takes them. The scaffold probes them and writes the	COMMENT
MEDIUM	packages/create-spree-app/tests/templates.test.ts	91	// The floor must admit every CLI capability the scaffold calls — the	COMMENT
MEDIUM	packages/create-spree-app/tests/prompts.test.ts	83	// the scaffold: the seed runs before the store is configured through the	COMMENT
MEDIUM	packages/create-spree-app/tests/dashboard.test.ts	15	// own summary because the scaffold prints its own.	COMMENT
MEDIUM	packages/create-spree-app/src/scaffold.ts	111	// failures warn and continue: they must never abort the scaffold before	COMMENT
MEDIUM	packages/create-spree-app/src/scaffold.ts	195	// Sample data is never part of a scaffold: first-run setup configures the	COMMENT
MEDIUM	packages/create-spree-app/src/dashboard.ts	25	// --quiet: the scaffold's own summary cards cover these — the command's	COMMENT
MEDIUM	packages/create-spree-app/src/templates/package-json.ts	34	// The floor matches the CLI behavior this scaffold relies on (the	COMMENT
MEDIUM	packages/create-spree-app/src/templates/package-json.ts	38	// the scaffold calls, or the scaffold asks for something the pinned CLI	COMMENT
MEDIUM	.github/CONTRIBUTING.md	518	We also ship [agent skills](https://spreecommerce.org/docs/developer/agentic/agent-skills) (`npx skills add spree/agent-	CODE

Decorative Section Separators35 hits · 87 pts

Severity	File	Line	Snippet	Context
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	34	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	36	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	53	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	55	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	77	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	79	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	127	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	129	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	197	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	199	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	222	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	224	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	264	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	266	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	287	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	289	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	392	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	394	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	427	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	429	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	455	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	457	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	481	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	483	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	507	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	509	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	537	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	539	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	571	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	573	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	600	# ---------------------------------------------------------------	COMMENT
MEDIUM	…pec/models/spree/order_routing/strategy/parity_spec.rb	602	# ---------------------------------------------------------------	COMMENT
MEDIUM	packages/sdk/src/webhooks/index.ts	4	// ─── Verification ──────────────────────────────────────────────	COMMENT
MEDIUM	packages/sdk/src/webhooks/index.ts	52	// ─── Types ─────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/sdk/src/webhooks/index.ts	99	// ─── Construction ──────────────────────────────────────────────	COMMENT

Synthetic Comment Markers11 hits · 70 pts

Severity	File	Line	Snippet	Context
HIGH	docs/plans/6.0-returns-exchanges-claims.md	663	# resellable: }]`; nil receives everything as requested and resellable	COMMENT
HIGH	spree/core/app/workflows/spree/returns/receive.rb	11	# resellable: }]`; nil receives everything as requested and resellable	COMMENT
HIGH	…s/spree/api/v3/admin/orders/returns_controller_spec.rb	175	# Omitting `items` means "everything as requested"; naming an empty list	COMMENT
HIGH	packages/dashboard/e2e/gift-cards.spec.ts	37	test('creates a gift card with an auto-generated code', async ({ page }) => {	CODE
HIGH	packages/dashboard/e2e/gift-cards.spec.ts	47	// Auto-generated code is uppercase hex; just confirm a row with the	COMMENT
HIGH	packages/dashboard/src/locales/en.json	1574	"help": "1 issues a single card. More than 1 issues a batch with auto-generated codes.",	CODE
HIGH	packages/dashboard/src/locales/en.json	4068	"create_description": "Issue a single gift card or generate a batch with auto-generated codes.",	CODE
HIGH	packages/dashboard/src/locales/en.json	4973	"description": "Auto-generated codes for this promotion. Read-only — regenerate by changing the promotion's numb	CODE
HIGH	packages/dashboard/src/locales/en.json	4974	"description_with_count": "{{count}} auto-generated codes. Read-only — regenerate by changing the promotion's nu	CODE
HIGH	packages/admin-sdk/examples/order-exchanges/receive.ts	9	// Omit `items` to receive everything as requested and resellable.	COMMENT
HIGH	packages/admin-sdk/examples/order-returns/receive.ts	9	// Omit `items` to receive everything as requested and resellable.	COMMENT

Self-Referential Comments20 hits · 60 pts

Severity	File	Line	Snippet	Context
MEDIUM	spree/core/app/tools/spree/agent_tools/create_import.rb	11	# Creating the import reads the file's header row and proposes a column	COMMENT
MEDIUM	spree/core/app/models/spree/invitation.rb	134	# This method is kept for backwards compatibility.	COMMENT
MEDIUM	spree/core/app/models/spree/refresh_token.rb	43	# Create a refresh token for a user.	COMMENT
MEDIUM	spree/core/app/models/spree/webhook_delivery.rb	118	# Create a new delivery with the same payload and queue it.	COMMENT
MEDIUM	spree/core/app/models/spree/storefront/access_policy.rb	15	# This class is the storefront's extension seam: replace it via	COMMENT
MEDIUM	…/models/concerns/spree/translatable_resource_scopes.rb	7	# This method is to be used when you've already joined on the translatable table itself	COMMENT
MEDIUM	spree/core/spec/spec_helper.rb	39	# This file is copied to ~/spec when you run 'ruby script/generate rspec'	COMMENT
MEDIUM	spree/core/spec/models/spree/stock_level_spec.rb	37	# Creating a level propagates more of them across the store's locations,	COMMENT
MEDIUM	spree/core/lib/spree/core.rb	244	# This method is defined within the core gem on purpose.	COMMENT
MEDIUM	spree/core/lib/spree/core.rb	260	# This method is defined within the core gem on purpose.	COMMENT
MEDIUM	spree/core/lib/spree/events.rb	11	# This module provides a clean API for publishing events and subscribing	COMMENT
MEDIUM	spree/core/lib/spree/events.rb	128	# This method is idempotent - calling it multiple times has no effect	COMMENT
MEDIUM	…/spree/events/adapters/active_support_notifications.rb	92	# Create a single AS::N subscription that catches all Spree events	COMMENT
MEDIUM	spree/providers/stripe/spec/support/vcr.rb	28	# Creating a webhook endpoint returns its signing secret in the response	COMMENT
MEDIUM	spree/emails/spec/spec_helper.rb	30	# This file is copied to ~/spec when you run 'ruby script/generate rspec'	COMMENT
MEDIUM	spree/dashboard/spec/spec_helper.rb	30	# This file is copied to ~/spec when you run 'ruby script/generate rspec'	COMMENT
MEDIUM	…p/controllers/spree/api/v3/admin/sellers_controller.rb	206	# Creating a seller provisions their stock location too, so it goes	COMMENT
MEDIUM	spree/api/config/routes.rb	901	# Creating an invitation is hiring, so it lives on `team`; chasing or	COMMENT
MEDIUM	spree/api/spec/spec_helper.rb	25	# This file is copied to spec/ when you run 'rails generate rspec:install'	COMMENT
MEDIUM	…pi/spec/integration/spree/api/v3/admin/markets_spec.rb	217	# Create a second market so the target isn't the last one in the store.	COMMENT

Redundant / Tautological Comments18 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	spree/core/app/models/spree/product.rb	806	# Check if the product is digital by checking if any of its shipping methods are digital delivery	COMMENT
LOW	spree/core/app/models/spree/webhook_endpoint.rb	107	# Check if this endpoint is subscribed to a specific event.	COMMENT
LOW	spree/core/app/models/spree/webhook_endpoint.rb	173	# Check if the endpoint was auto-disabled	COMMENT
LOW	spree/core/app/models/spree/webhook_endpoint.rb	180	# Check if auto-disable threshold has been reached	COMMENT
LOW⚡	spree/core/app/models/spree/order.rb	584	# Check if the shipping address is a quick checkout address	COMMENT
LOW⚡	spree/core/app/models/spree/order.rb	592	# Check if quick checkout is available for this order	COMMENT
LOW⚡	spree/core/app/models/spree/order.rb	599	# Check if quick checkout requires an address collection	COMMENT
LOW⚡	spree/core/app/models/spree/webhook_delivery.rb	58	# Check if the delivery was successful	COMMENT
LOW⚡	spree/core/app/models/spree/webhook_delivery.rb	65	# Check if the delivery failed	COMMENT
LOW⚡	spree/core/app/models/spree/webhook_delivery.rb	72	# Check if the delivery is pending	COMMENT
LOW	spree/core/app/models/spree/stock/quantifier.rb	101	# Check if any of variant stock items is backorderable	COMMENT
LOW	spree/core/app/models/concerns/spree/publishable.rb	170	# Check if a parent class has an explicitly set prefix	COMMENT
LOW	…/spree/promotion_handler/coupon_with_gift_card_spec.rb	131	# Set total to less than the gift card payment amount	COMMENT
LOW	spree/core/lib/spree/events.rb	203	# Check if events are enabled	COMMENT
LOW	spree/core/lib/spree/events.rb	232	# Check if automatic lifecycle events (*.created/updated/deleted) are enabled	COMMENT
LOW	spree/core/lib/spree/core/dependencies_helper.rb	64	# Check if a specific dependency has been overridden	COMMENT
LOW	…ee/api/app/serializers/spree/api/v3/base_serializer.rb	255	# Check if an association should be expanded	COMMENT
LOW	…/app/controllers/concerns/spree/api/v3/http_caching.rb	47	# Check if the current user is a guest (no authentication)	COMMENT

Structural Annotation Overuse5 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	docs/plans/5.4-metafield-translations.md	261	### Step 1: Migration	COMMENT
LOW⚡	docs/plans/5.4-metafield-translations.md	295	### Step 2: Model changes	COMMENT
LOW⚡	docs/plans/5.4-metafield-translations.md	302	### Step 3: Serializer changes	COMMENT
LOW⚡	docs/plans/5.4-metafield-translations.md	308	### Step 4: Controller changes	COMMENT
LOW⚡	docs/plans/5.4-metafield-translations.md	314	### Step 5: Tests	COMMENT

Slop Phrases3 hits · 7 pts

Severity	File	Line	Snippet	Context
MEDIUM	spree/core/config/i18n-tasks.yml	183	## In these cases you can use the built-in PatternMapper to map patterns to keys, e.g.:	COMMENT
MEDIUM	spree/core/lib/spree/core.rb	273	# you can use Spree.payment_methods	COMMENT
LOW	spree/lib/generators/spree/install/install_generator.rb	69	say_status :skipping, "migrations (don't forget to run rake db:migrate)"	CODE

Verbosity Indicators1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	spree/core/app/models/concerns/spree/user_roles.rb	6	has_many :role_users, class_name: 'Spree::RoleUser', foreign_key: :user_id, as: :user, dependent: :destroy_async #	CODE

spree/spree

Open-Source Code Quality, Security and Technical Debt Review