1.8

Adjusted Signal

1.8

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

48.0K

Stars

Ruby

Language

3.0M

Lines of Code

21.5K

Files

4.6K

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 7.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 4042 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.3/100 · LOW

Are imports declared and package/API names verified? 498 finding(s).

Agent Over-Engineering Ratio 3.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1912 finding(s).

PR Review Velocity Impact 8.1/100 · LOW

Which changes need focused human review? 4565 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 21HIGH 4MEDIUM 145LOW 4395

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 4565 distinct pattern matches across 17 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

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

Hyper-Verbose Identifiers1887 hits · 1955 pts

Severity	File	Line	Snippet	Context
LOW	app/mailers/invite_mailer.rb	71	def send_password_instructions(user)	CODE
LOW	app/mailers/user_notifications.rb	293	def account_second_factor_disabled(user, opts = {})	CODE
LOW	app/mailers/user_notifications.rb	534	def user_invited_to_private_message(user, opts)	CODE
LOW	app/mailers/user_notifications.rb	587	def prepare_digest_localizations(user, topics)	CODE
LOW	app/mailers/user_notifications.rb	1022	def build_user_email_token_by_template(template, user, email_token)	CODE
LOW	app/models/topic_posters_summary.rb	79	def shuffle_last_poster_to_back_in(summary)	CODE
LOW	app/models/user_profile.rb	77	def upload_profile_background(upload)	CODE
LOW	app/models/category.rb	1472	def check_permissions_compatibility(parent_permissions, child_permissions)	CODE
LOW⚡	app/models/reviewable_post.rb	90	def perform_reject_and_keep_deleted(performed_by, _args)	CODE
LOW⚡	app/models/reviewable_post.rb	94	def perform_approve_and_restore(performed_by, _args)	CODE
LOW⚡	app/models/reviewable_post.rb	100	def perform_approve_and_unhide(performed_by, _args)	CODE
LOW⚡	app/models/reviewable_post.rb	107	def perform_reject_and_delete(performed_by, _args)	CODE
LOW⚡	app/models/reviewable_post.rb	113	def perform_reject_and_suspend(performed_by, args)	CODE
LOW⚡	app/models/reviewable_post.rb	120	def perform_reject_and_silence(performed_by, args)	CODE
LOW	app/models/reviewable_user.rb	200	def perform_delete_user_block(performed_by, args)	CODE
LOW	app/models/reviewable_flagged_post.rb	186	def perform_unsilence_user_and_ignore(performed_by, args)	CODE
LOW	app/models/reviewable_flagged_post.rb	234	def perform_ignore_and_do_nothing(performed_by, args)	CODE
LOW	app/models/reviewable_flagged_post.rb	259	def perform_agree_and_suspend(performed_by, args)	CODE
LOW	app/models/reviewable_flagged_post.rb	266	def perform_agree_and_silence(performed_by, args)	CODE
LOW	app/models/reviewable_flagged_post.rb	297	def perform_delete_and_block_user(performed_by, args)	CODE
LOW	app/models/reviewable_flagged_post.rb	306	def perform_agree_and_restore(performed_by, args)	CODE
LOW	app/models/reviewable_flagged_post.rb	357	def perform_delete_and_ignore(performed_by, args)	CODE
LOW	app/models/reviewable_flagged_post.rb	363	def perform_delete_and_ignore_replies(performed_by, args)	CODE
LOW	app/models/reviewable_flagged_post.rb	376	def perform_delete_and_agree_replies(performed_by, args)	CODE
LOW	app/models/topic_user.rb	73	def auto_notification_for_staging(	CODE
LOW	app/models/topic_user.rb	152	def notification_level_change(user_id, topic_id, notification_level, reason_id)	CODE
LOW	app/models/discourse_connect.rb	120	def lookup_or_create_user_unsafe(ip_address)	CODE
LOW	app/models/discourse_connect.rb	245	def match_email_or_create_user(ip_address)	CODE
LOW	app/models/discourse_connect.rb	343	def change_external_attributes_and_override(sso_record, user)	CODE
LOW	app/models/topic.rb	63	def filtered_topic_thumbnails(extra_sizes: [])	CODE
LOW	app/models/topic.rb	540	def enqueue_og_image_regeneration_after_counter_change(previous_count:, current_count:)	CODE
LOW	app/models/topic.rb	1508	def participant_groups_summary(options = {})	CODE
LOW	app/models/topic.rb	1699	def inherit_auto_close_from_category(timer_type: :close)	CODE
LOW	app/models/topic.rb	2059	def convert_to_private_message(user)	CODE
LOW	app/models/topic.rb	2159	def update_category_topic_count_by(num)	CODE
LOW	app/models/topic.rb	2235	def rate_limit_topic_invitation(invited_by)	CODE
LOW	app/models/topic.rb	2255	def cannot_permanently_delete_reason(user)	CODE
LOW	app/models/topic.rb	2337	def invite_to_private_message(invited_by, target_user, guardian)	CODE
LOW	app/models/topic.rb	2395	def apply_per_day_rate_limit_for(key, method_name)	CODE
LOW	app/models/group.rb	480	def filter_posts_for_guardian(result, guardian, opts = nil)	CODE
LOW	app/models/group.rb	940	def trigger_user_removed_event(user)	CODE
LOW	app/models/group.rb	1282	def send_membership_notification(user)	CODE
LOW	app/models/category_list.rb	282	def categories_with_descendants(categories = @categories)	CODE
LOW	app/models/user_notification_schedule.rb	20	def create_do_not_disturb_timings(delete_existing: false)	CODE
LOW	app/models/theme_modifier_set.rb	81	def add_theme_setting_modifier(modifier_name, setting_name)	CODE
LOW	app/models/theme_modifier_set.rb	86	def refresh_theme_setting_modifiers(target_setting_name: nil, target_setting_value: nil)	CODE
LOW	app/models/remote_theme.rb	444	def update_theme_color_schemes(theme, schemes)	CODE
LOW	app/models/remote_theme.rb	518	def create_theme_site_settings(theme, theme_site_settings)	CODE
LOW⚡	app/models/reviewable_queued_post.rb	153	def perform_approve_post_closed(performed_by, args)	CODE
LOW⚡	app/models/reviewable_queued_post.rb	157	def perform_reject_and_suspend(performed_by, args)	CODE
LOW⚡	app/models/reviewable_queued_post.rb	164	def perform_reject_and_silence(performed_by, args)	CODE
LOW	app/models/reviewable_queued_post.rb	180	def perform_revise_and_reject_post(performed_by, args)	CODE
LOW	app/models/reviewable_queued_post.rb	239	def perform_delete_and_block_user(performed_by, args)	CODE
LOW	app/models/post_action.rb	114	def add_moderator_post_if_needed(moderator, disposition, delete_post = false)	CODE
LOW	app/models/theme.rb	866	def resolve_group_settings_for_user(settings_hash, guardian)	CODE
LOW	app/models/theme.rb	1074	def convert_list_to_json_schema(setting_row, setting)	CODE
LOW	app/models/unsubscribe_key.rb	31	def get_unsubscribe_strategy_for(key)	CODE
LOW	app/models/upload.rb	447	def target_jpeg_image_quality(local_path, test_quality)	CODE
LOW	app/models/upload.rb	520	def sync_optimized_videos_secure_status(mark_secure)	CODE
LOW	app/models/post.rb	612	def sync_category_description(category = nil)	CODE
1827 more matches not shown…

Over-Commented Block1945 hits · 1934 pts

Severity	File	Line	Snippet	Context
LOW	app/models/user_api_key_client.rb	21		COMMENT
LOW	app/models/draft.rb	341	end	COMMENT
LOW	app/models/draft.rb	361	#	COMMENT
LOW	app/models/tag_group_membership.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/sidebar_url.rb	101		COMMENT
LOW	app/models/single_sign_on_record.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/single_sign_on_record.rb	21	# created_at :datetime not null	COMMENT
LOW	app/models/child_theme.rb	21		COMMENT
LOW	app/models/user_custom_field.rb	21	# Table name: user_custom_fields	COMMENT
LOW	app/models/user_ip_address_history.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/user_ip_address_history.rb	21	#	COMMENT
LOW	app/models/directory_item.rb	241	# Table name: directory_items	COMMENT
LOW	app/models/directory_item.rb	261	# index_directory_items_on_likes_given (likes_given)	COMMENT
LOW	app/models/topic_group.rb	81	#	COMMENT
LOW	app/models/group_history.rb	41	records = records.where("#{filter}_id" => id)	COMMENT
LOW	app/models/group_history.rb	61	# acting_user_id :integer not null	COMMENT
LOW	app/models/directory_column.rb	61	#	COMMENT
LOW	app/models/onceoff_log.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/topic_tag.rb	41	counters_to_update[:public_topic_count] = -1	COMMENT
LOW	app/models/topic_tag.rb	61	#	COMMENT
LOW	app/models/topic_allowed_group.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/topic_allowed_group.rb	21	# index_topic_allowed_groups_on_topic_id_and_group_id (topic_id,group_id) UNIQUE	COMMENT
LOW	app/models/user_profile.rb	221	# bio_cooked_version :integer	COMMENT
LOW	app/models/user_profile.rb	241	#	COMMENT
LOW	app/models/topic_view_item.rb	61	)	COMMENT
LOW	app/models/topic_view_item.rb	81	# index_topic_views_on_viewed_at_and_topic_id (viewed_at,topic_id)	COMMENT
LOW	app/models/user_profile_view.rb	61	profile_views.joins("INNER JOIN users ON users.id = user_profile_views.user_id")	COMMENT
LOW	app/models/user_profile_view.rb	81	#	COMMENT
LOW	app/models/category.rb	861	ids.each { \|id\| category_groups.build(group_id: id) }	COMMENT
LOW	app/models/category.rb	1521		COMMENT
LOW	app/models/category.rb	1541	# default_slow_mode_seconds :integer	COMMENT
LOW	app/models/category.rb	1561	# posts_year :integer default(0)	COMMENT
LOW	app/models/category.rb	1581	# updated_at :datetime not null	COMMENT
LOW	app/models/tag.rb	361		COMMENT
LOW	app/models/tag.rb	381	#	COMMENT
LOW	app/models/user_required_fields_version.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/ignored_user.rb	21	SQL	COMMENT
LOW	app/models/backup_draft_post.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/backup_draft_post.rb	21	# index_backup_draft_posts_on_post_id (post_id) UNIQUE	COMMENT
LOW	app/models/color_scheme_color.rb	21	# id :integer not null, primary key	COMMENT
LOW	app/models/user_badge.rb	141	# badge_id :integer not null	COMMENT
LOW	app/models/user_action.rb	521	)	COMMENT
LOW	app/models/user_action.rb	541	# target_user_id :integer	COMMENT
LOW	app/models/user_avatar.rb	361	# selected_user_associated_account_id :bigint	COMMENT
LOW	app/models/group_mention.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/group_mention.rb	21	# index_group_mentions_on_post_id_and_group_id (post_id,group_id) UNIQUE	COMMENT
LOW	app/models/reviewable_score.rb	121	# id :bigint not null, primary key	COMMENT
LOW	app/models/reviewable_score.rb	141	# index_reviewable_scores_on_user_id (user_id)	COMMENT
LOW	app/models/reviewable_post.rb	181	# id :bigint not null, primary key	COMMENT
LOW	app/models/reviewable_post.rb	201	# topic_id :integer	COMMENT
LOW	app/models/application_request.rb	121	end	COMMENT
LOW	app/models/skipped_email_log.rb	81	# custom_reason :text	COMMENT
LOW	app/models/given_daily_like.rb	61	# == Schema Information	COMMENT
LOW	app/models/user_stat.rb	361	BadgeGranter.queue_badge_grant(Badge::Trigger::UserChange, user: user)	COMMENT
LOW	app/models/user_stat.rb	381	# likes_received :integer default(0), not null	COMMENT
LOW	app/models/tag_user.rb	241	.joins(:tag)	COMMENT
LOW	app/models/tag_user.rb	261	# Indexes	COMMENT
LOW	app/models/user_warning.rb	1	# frozen_string_literal: true	COMMENT
LOW	app/models/user_warning.rb	21	#	COMMENT
LOW	app/models/email_login_code.rb	81	# wins the race, so two concurrent redemptions of the same code can't both	COMMENT
1885 more matches not shown…

Fake / Example Data474 hits · 542 pts

Severity	File	Line	Snippet	Context
LOW	app/serializers/wizard_field_serializer.rb	47	translate("placeholder")	CODE
LOW	frontend/discourse-i18n/src/index.js	385	// I18n.prepareOptions({name: "John Doe"}, {name: "Mary Doe", role: "user"});	COMMENT
LOW	frontend/discourse-i18n/src/index.js	386	// #=> {name: "John Doe", role: "user"}	COMMENT
LOW	frontend/discourse/app/ui-kit/d-text-field.js	48	@computed("placeholder", "placeholderKey")	CODE
LOW	…ourse/app/static/prosemirror/extensions/placeholder.ts	16	key: new PluginKey("placeholder"),	CODE
LOW	…ourse/app/static/prosemirror/extensions/placeholder.ts	27	if (contextChanged?.key === "placeholder") {	CODE
LOW	frontend/discourse/app/static/wizard/models/wizard.js	192	"placeholder",	CODE
LOW	frontend/discourse/type-tests/models/topic-test.ts	481	topic.generateInviteLink("user@example.com", null, undefined);	CODE
LOW	frontend/discourse/tests/unit/models/composer-test.js	563	{ name: "foo@bar.com", type: "email" },	CODE
LOW⚡	frontend/discourse/tests/unit/lib/to-markdown-test.js	178	<p>Lorem ipsum <span>dolor sit amet, consectetur</span> <strike>elit.</strike></p>	CODE
LOW⚡	frontend/discourse/tests/unit/lib/to-markdown-test.js	178	<p>Lorem ipsum <span>dolor sit amet, consectetur</span> <strike>elit.</strike></p>	CODE
LOW⚡	frontend/discourse/tests/unit/lib/to-markdown-test.js	181	const markdown = `Lorem ipsum dolor sit amet, consectetur ~~elit.~~\n\nUt minim veniam, quis nostrud laboris ut aliq	CODE
LOW⚡	frontend/discourse/tests/unit/lib/to-markdown-test.js	181	const markdown = `Lorem ipsum dolor sit amet, consectetur ~~elit.~~\n\nUt minim veniam, quis nostrud laboris ut aliq	CODE
LOW⚡	frontend/discourse/tests/unit/lib/to-markdown-test.js	340	let html = `Lorem ipsum dolor sit amet,	CODE
LOW⚡	frontend/discourse/tests/unit/lib/to-markdown-test.js	340	let html = `Lorem ipsum dolor sit amet,	CODE
LOW⚡	frontend/discourse/tests/unit/lib/to-markdown-test.js	347	let output = `Lorem ipsum dolor sit amet, \n\n\`\`\`\nvar helloWorld = () => {\n alert(' hello \t\t world ');	CODE
LOW⚡	frontend/discourse/tests/unit/lib/to-markdown-test.js	347	let output = `Lorem ipsum dolor sit amet, \n\n\`\`\`\nvar helloWorld = () => {\n alert(' hello \t\t world ');	CODE
LOW⚡	frontend/discourse/tests/unit/lib/to-markdown-test.js	351	html = `Lorem ipsum dolor sit amet, <code>var helloWorld = () => {	CODE
LOW⚡	frontend/discourse/tests/unit/lib/to-markdown-test.js	351	html = `Lorem ipsum dolor sit amet, <code>var helloWorld = () => {	CODE
LOW⚡	frontend/discourse/tests/unit/lib/to-markdown-test.js	356	output = `Lorem ipsum dolor sit amet, \`var helloWorld = () => { alert(' hello world '); return; } helloWorld();\`co	CODE
LOW⚡	frontend/discourse/tests/unit/lib/to-markdown-test.js	356	output = `Lorem ipsum dolor sit amet, \`var helloWorld = () => { alert(' hello world '); return; } helloWorld();\`co	CODE
LOW⚡	frontend/discourse/tests/unit/lib/to-markdown-test.js	438	let html = "<blockquote>Lorem ipsum</blockquote>";	CODE
LOW⚡	frontend/discourse/tests/unit/lib/to-markdown-test.js	439	let output = "> Lorem ipsum";	CODE
LOW⚡	frontend/discourse/tests/unit/lib/to-markdown-test.js	443	"<blockquote>Lorem ipsum</blockquote><blockquote><p>dolor sit amet</p></blockquote>";	CODE
LOW⚡	frontend/discourse/tests/unit/lib/to-markdown-test.js	443	"<blockquote>Lorem ipsum</blockquote><blockquote><p>dolor sit amet</p></blockquote>";	CODE
LOW⚡	frontend/discourse/tests/unit/lib/to-markdown-test.js	444	output = "> Lorem ipsum\n\n> dolor sit amet";	CODE
LOW⚡	frontend/discourse/tests/unit/lib/to-markdown-test.js	444	output = "> Lorem ipsum\n\n> dolor sit amet";	CODE
LOW⚡	frontend/discourse/tests/unit/lib/to-markdown-test.js	448	"<blockquote>\nLorem ipsum\n<blockquote><p>dolor <blockquote>sit</blockquote> amet</p></blockquote></blockquote>";	CODE
LOW⚡	frontend/discourse/tests/unit/lib/to-markdown-test.js	449	output = "> Lorem ipsum\n>\n> > dolor\n> >\n> > > sit\n> >\n> > amet";	CODE
LOW	frontend/discourse/tests/unit/lib/build-quote-test.js	49	buildQuote(post, "lorem ipsum", { full: true }),	CODE
LOW	frontend/discourse/tests/unit/lib/build-quote-test.js	50	'[quote="eviltrout, post:1, topic:2, full:true"]\nlorem ipsum\n[/quote]\n\n',	CODE
LOW	…ourse/tests/acceptance/create-account-external-test.js	151	setupAuthData({ name: "John Doe", name_from_provider: true });	CODE
LOW	…nd/discourse/tests/acceptance/composer-actions-test.js	692	'[quote="bianca, post:1, topic:130, full:true"]\nLorem ipsum dolor sit amet, consectetur adipiscing elit. Maecen	CODE
LOW	…nd/discourse/tests/acceptance/composer-actions-test.js	692	'[quote="bianca, post:1, topic:130, full:true"]\nLorem ipsum dolor sit amet, consectetur adipiscing elit. Maecen	CODE
LOW	frontend/discourse/tests/acceptance/group-index-test.js	33	"placeholder",	CODE
LOW	frontend/discourse/tests/acceptance/group-index-test.js	68	"placeholder",	CODE
LOW	…ourse/tests/acceptance/invite-show-user-fields-test.js	52	await fillIn("#new-account-name", "John Doe");	CODE
LOW	frontend/discourse/tests/acceptance/composer-test.js	1516	"placeholder",	CODE
LOW	frontend/discourse/tests/acceptance/composer-test.js	1534	.hasAttribute("placeholder", i18n("modified_value"));	CODE
LOW	…tend/discourse/tests/acceptance/create-account-test.js	126	Session.current().email = "foo@bar.com";	CODE
LOW	…tend/discourse/tests/acceptance/create-account-test.js	130	assert.strictEqual(email, "foo@bar.com");	CODE
LOW	…e/tests/acceptance/group-manage-email-settings-test.js	247	email_username: "test@test.com",	CODE
LOW	…e/tests/acceptance/group-manage-email-settings-test.js	274	.hasValue("test@test.com", "email username is prefilled");	CODE
LOW	…ntend/discourse/tests/acceptance/invite-accept-test.js	138	await fillIn("#new-account-name", "John Doe");	CODE
LOW	…/javascripts/acceptance/chat-channel-reactions-test.js	13	message: "Lorem ipsum!",	CODE
LOW	…/javascripts/acceptance/chat-channel-reactions-test.js	14	cooked: `<p>Lorem ipsum!</p>`,	CODE
LOW⚡	plugins/chat/spec/models/chat/direct_message_spec.rb	84	new_user = Fabricate.build(:user, username: "johndoe", name: "John Doe")	CODE
LOW⚡	plugins/chat/spec/models/chat/direct_message_spec.rb	88	I18n.t("chat.channel.dm_title.single_user", username: "John Doe"),	CODE
LOW⚡	plugins/chat/spec/models/chat/direct_message_spec.rb	93	user2.update!(name: "John Doe")	CODE
LOW	plugins/chat/spec/models/chat/direct_message_spec.rb	108	new_user = Fabricate.build(:user, username: "johndoe", name: "John Doe")	CODE
LOW	…t/spec/jobs/regular/chat/pull_hotlinked_images_spec.rb	42	hand_written = fabricate_chat_message("placeholder")	CODE
LOW	…cripts/acceptance/create-event-composer-action-test.js	61	"placeholder",	CODE
LOW	…cripts/acceptance/create-event-composer-action-test.js	169	document.querySelector("#reply-title").getAttribute("placeholder"),	CODE
LOW	…-events/spec/system/composer/prosemirror_event_spec.rb	51	expect(location_input["placeholder"]).to include("location")	CODE
LOW	…discourse_workflows/data_table_rows_controller_spec.rb	41	fab!(:row) { insert_data_table_row(data_table, "email" => "test@test.com") }	CODE
LOW	…discourse_workflows/data_table_rows_controller_spec.rb	54	expect(json["rows"][0]["email"]).to eq("test@test.com")	CODE
LOW	…discourse_workflows/data_table_rows_controller_spec.rb	75	filters: [{ columnName: "email", condition: "invalid", value: "test@test.com" }],	CODE
LOW	…course_workflows/data_table_columns_controller_spec.rb	38	fab!(:row) { insert_data_table_row(data_table, "email" => "test@test.com") }	CODE
LOW	…course_workflows/data_table_columns_controller_spec.rb	58	"email" => "test@test.com",	CODE
LOW	…course_workflows/data_table_columns_controller_spec.rb	71	fab!(:row) { insert_data_table_row(data_table, "email" => "test@test.com") }	CODE
414 more matches not shown…

Self-Referential Comments101 hits · 310 pts

Severity	File	Line	Snippet	Context
MEDIUM	app/models/topic_link.rb	409	# Create the reflection if we can	COMMENT
MEDIUM	app/models/topic_link_click.rb	14	# Create a click from a URL and post_id	COMMENT
MEDIUM	app/models/private_message_topic_tracking_state.rb	3	# This class is used to mirror unread and new status for private messages between	COMMENT
MEDIUM	app/models/topic_list.rb	105	# Create a lookup for all the user ids we need	COMMENT
MEDIUM	app/models/reviewable.rb	169	# Create a new reviewable, or if the target has already been reviewed return it to the	COMMENT
MEDIUM	app/models/topic_tracking_state.rb	3	# This class is used to mirror unread and new status back to end users	COMMENT
MEDIUM	app/models/post.rb	1011	# Create a reply relationship between quoted posts and this new post	COMMENT
MEDIUM	app/models/concerns/reviewable_action_builder.rb	199	# Create a result object.	COMMENT
MEDIUM	app/jobs/regular/group_smtp_email.rb	79	# Create an incoming email record for tracking purposes.	COMMENT
MEDIUM	app/controllers/application_controller.rb	639	# This method is intended to be a no-op.	COMMENT
MEDIUM	app/services/theme_settings_migrations_runner.rb	7	# Defining a method `get_category_id_by_name` will result in the `getCategoryIdByName` function being made available	COMMENT
MEDIUM	app/services/post_alerter.rb	721	# Create the notification	COMMENT
MEDIUM⚡	…services/video_conversion/aws_media_convert_adapter.rb	310	# Create a temporary upload object to leverage FileStore::BaseStore path generation	COMMENT
MEDIUM	…ervices/notifications/delete_previous_notifications.rb	3	# Create a new notification while deleting previous versions of it.	COMMENT
MEDIUM	config/locales/transliterate.bg.yml	2	# This file contains content for the i18n transliteration map from	COMMENT
MEDIUM	config/locales/transliterate.de.yml	3	# This file contains transliteration rules for German	COMMENT
MEDIUM	config/locales/transliterate.ru.yml	2	# This file contains content for the i18n transliteration map from	COMMENT
MEDIUM	config/locales/transliterate.en.yml	3	# This file contains default transliteration rules and configures stringex	COMMENT
MEDIUM	config/locales/transliterate.vi.yml	3	# This file contains transliteration rules for Vietnamese	COMMENT
MEDIUM	config/locales/transliterate.ug.yml	3	# This file contains transliteration rules for Uyghur based on	COMMENT
MEDIUM	config/locales/transliterate.ar.yml	3	# This file contains transliteration rules for Arabic	COMMENT
MEDIUM	config/initializers/100-wrap_parameters.rb	5	# This file contains settings for ActionController::ParamsWrapper which	COMMENT
MEDIUM	…ration/app/jobs/onceoff/migrate_from_slack_official.rb	88	# Create the rule, with clever logic for avoiding duplicates	COMMENT
MEDIUM	…ugins/discourse-chat-integration/app/helpers/helper.rb	151	# Create a rule for a specific channel	COMMENT
MEDIUM	…scourse-chat-integration/spec/services/manager_spec.rb	292	# Create a group & user	COMMENT
MEDIUM	…scourse-chat-integration/spec/services/manager_spec.rb	300	# Create a category	COMMENT
MEDIUM	…/discourse-adplugin/spec/system/admin_house_ad_spec.rb	59	# Create a new ad	COMMENT
MEDIUM	…s/chat/app/queries/chat/tracking_state_report_query.rb	4	# This class is responsible for querying the user's current tracking	COMMENT
MEDIUM	plugins/chat/spec/system/uploads_spec.rb	23	# Define the JavaScript to simulate dragging an external image	COMMENT
MEDIUM	plugins/chat/spec/lib/chat/message_processor_spec.rb	27	# Create a message with an image in a onebox (common when posting URLs with images)	COMMENT
MEDIUM	…at/spec/services/video_conversion/chat_message_spec.rb	10	# Create a chat message with video upload	COMMENT
MEDIUM	plugins/chat/lib/chat_sdk/message.rb	33	# This method is a convenience wrapper around `create` with `streaming: true` set by default.	COMMENT
MEDIUM	…s/discourse-assign/spec/components/topic_query_spec.rb	110	# Create a new topic with only a post assignment (no topic assignment)	COMMENT
MEDIUM	plugins/discourse-assign/lib/assigner.rb	390	# Create a webhook event	COMMENT
MEDIUM	plugins/discourse-assign/lib/assigner.rb	453	# Create a webhook event	COMMENT
MEDIUM	…ents/spec/models/discourse_events/events/event_spec.rb	174	# Creating a livestream event enqueues onebox warming, which would	COMMENT
MEDIUM	plugins/discourse-ai/app/models/ai_artifact.rb	91	# Create the version record	COMMENT
MEDIUM	…iscourse-ai/spec/models/shared_ai_conversation_spec.rb	162	# Create a post with an AI artifact	COMMENT
MEDIUM	…se-ai/spec/requests/admin/ai_agents_controller_spec.rb	430	# Create the agent	COMMENT
MEDIUM	…se-ai/spec/requests/ai_bot/topic_serialization_spec.rb	17	# Create a bot post with the custom field set	COMMENT
MEDIUM	…se-ai/spec/lib/discourse_automation/llm_triage_spec.rb	225	# Create a post and capture its topic	COMMENT
MEDIUM	…spec/lib/discourse_automation/llm_agent_triage_spec.rb	21	# Create the user for this agent	COMMENT
MEDIUM⚡	…spec/lib/discourse_automation/llm_agent_triage_spec.rb	221	# Create a category and tags for the test	COMMENT
MEDIUM⚡	…spec/lib/discourse_automation/llm_agent_triage_spec.rb	226	# Create a topic with category and tags	COMMENT
MEDIUM⚡	…spec/lib/discourse_automation/llm_agent_triage_spec.rb	236	# Create a post in that topic	COMMENT
MEDIUM	…spec/lib/discourse_automation/llm_agent_triage_spec.rb	293	# Create a private message topic	COMMENT
MEDIUM	…spec/lib/discourse_automation/llm_agent_triage_spec.rb	305	# Create a follow-up post	COMMENT
MEDIUM	…scourse-ai/spec/lib/completions/cancel_manager_spec.rb	96	# Create a model that points to our hanging server	COMMENT
MEDIUM	…i/spec/lib/completions/prompt_messages_builder_spec.rb	275	# Create a topic with tags	COMMENT
MEDIUM	…se-ai/spec/lib/completions/endpoints/anthropic_spec.rb	1467	# Create a mock prompt with tool results in messages (simulating what dialect produces)	COMMENT
MEDIUM	…/discourse-ai/spec/lib/agents/tools/edit_image_spec.rb	102	# Create a private message post with an upload	COMMENT
MEDIUM	…/discourse-ai/spec/lib/agents/tools/edit_image_spec.rb	106	# Create an upload associated with the private post	COMMENT
MEDIUM	…/discourse-ai/spec/lib/agents/tools/edit_image_spec.rb	130	# Create a private message post with an upload	COMMENT
MEDIUM	…/discourse-ai/spec/lib/agents/tools/edit_image_spec.rb	134	# Create an upload associated with the private post	COMMENT
MEDIUM	…/discourse-ai/spec/lib/agents/tools/edit_image_spec.rb	159	# Create a tool that raises an error	COMMENT
MEDIUM	…/discourse-ai/spec/lib/agents/tools/researcher_spec.rb	47	# Create a second LLM model to test the researcher_llm option	COMMENT
MEDIUM	…iscourse-ai/spec/lib/agents/tools/create_image_spec.rb	81	# Create a tool that raises an error	COMMENT
MEDIUM	…ourse-ai/spec/lib/utils/ai_staff_action_logger_spec.rb	51	# Create a agent with a large system prompt	COMMENT
MEDIUM	…ourse-ai/spec/lib/utils/ai_staff_action_logger_spec.rb	412	# Create a quota for the model	COMMENT
MEDIUM	…ourse-ai/spec/lib/utils/research/llm_formatter_spec.rb	27	# Create a post with content that will exceed our token limit	COMMENT
41 more matches not shown…

Hallucination Indicators21 hits · 225 pts

Severity	File	Line	Snippet	Context
CRITICAL	…nd/discourse/app/static/prosemirror/core/serializer.js	35	: content.firstChild.type.schema.nodes.paragraph.create(	CODE
CRITICAL	…d/discourse/app/static/prosemirror/extensions/quote.js	275	const paragraph = view.state.schema.nodes.paragraph.create();	CODE
CRITICAL	…urse/app/static/prosemirror/extensions/link-toolbar.js	211	this.#view.state.schema.nodes.paragraph.create(	CODE
CRITICAL	…/discourse/app/static/prosemirror/extensions/onebox.js	393	view.state.schema.nodes.onebox_inline.create({	CODE
CRITICAL	…/discourse/app/static/prosemirror/extensions/onebox.js	407	const oneboxNode = view.state.schema.nodes.onebox.create({	CODE
CRITICAL	…/discourse/app/static/prosemirror/extensions/onebox.js	428	nodes.push(view.state.schema.nodes.paragraph.create());	CODE
CRITICAL	…p/static/prosemirror/extensions/override-drag-ghost.ts	60	const wrappedNode = view.state.schema.nodes.paragraph.create(	CODE
CRITICAL	…nd/discourse/app/static/prosemirror/extensions/link.ts	370	tr.addMark(from, to, view.state.schema.marks.link.create({ href: text }));	CODE
CRITICAL	frontend/discourse/app/lib/flag-targets/topic-flag.js	29	flagModal.args.model.flagModel.actions_summary.forEach((a) => {	CODE
CRITICAL	frontend/discourse/app/lib/flag-targets/topic-flag.js	37	return flagModal.args.model.flagModel.actions_summary.some((a) => {	CODE
CRITICAL	…ntegration/components/prosemirror-editor/table-test.js	1629	view.state.schema.nodes.paragraph.create(	CODE
CRITICAL⚡	config/initializers/assets.rb	12	Rails.application.config.assets.paths.push(	CODE
CRITICAL⚡	config/initializers/assets.rb	19	Rails.application.config.assets.paths.push(	CODE
CRITICAL⚡	config/initializers/assets.rb	24	Rails.application.config.assets.excluded_paths.push(	CODE
CRITICAL	…g/assets/javascripts/discourse/lib/post-voting-flag.js	26	return flagModal.args.model.flagModel.availableFlags.includes(	CODE
CRITICAL	…/assets/javascripts/discourse/lib/chat-message-flag.js	47	flagModal.args.model.flagModel.availableFlags.includes(flag.name_key) &&	CODE
CRITICAL	…/unit/components/workflows/build-with-ai-modal-test.js	52	modal.aiResponse.response.proposal.script_validations.push({	CODE
CRITICAL	…oards/lib/discourse_workflows/nodes/create_board/v1.rb	105	invalid_parameters!(step.exception.record.errors.full_messages.join(", "))	CODE
CRITICAL	…ib/discourse_workflows/nodes/create_board_column/v1.rb	155	invalid_parameters!(step.exception.record.errors.full_messages.join(", "))	CODE
CRITICAL	spec/requests/invites_controller_spec.rb	1605	expect(invite.invited_users.first.user.groups.pluck(:name)).to contain_exactly(	CODE
CRITICAL	lib/middleware/default_headers.rb	17	Rails.application.config.action_dispatch.default_headers.to_h.except(*EXCLUDED_HEADERS)	CODE

Decorative Section Separators25 hits · 80 pts

Severity	File	Line	Snippet	Context
MEDIUM	app/assets/stylesheets/common/nested-view.scss	21	// ── Top-level nested view ──────────────────────────────────────────	COMMENT
MEDIUM	app/assets/stylesheets/common/nested-view.scss	400	// ── Context view ──────────────────────────────────────────────────	COMMENT
MEDIUM	app/assets/stylesheets/common/nested-view.scss	439	// ── Nested post (single comment in tree) ───────────────────────────	COMMENT
MEDIUM	app/assets/stylesheets/common/nested-view.scss	1018	// ── Children container ─────────────────────────────────────────────	COMMENT
MEDIUM	app/assets/stylesheets/common/nested-view.scss	1054	// ── Deep-link highlight animation ──────────────────────────────────	COMMENT
MEDIUM	app/assets/stylesheets/common/nested-view.scss	1069	// ── Activity log modal ────────────────────────────────────────────	COMMENT
MEDIUM	app/assets/stylesheets/common/nested-view.scss	1167	// ── Mobile layout ─────────────────────────────────────────────────	COMMENT
MEDIUM	plugins/chat/lib/chat/message_mover.rb	8	# -------------------	COMMENT
MEDIUM	plugins/chat/lib/chat/transcript_service.rb	316	# ----------------------------------------	COMMENT
MEDIUM	spec/system/page_objects/pages/nested_view.rb	47	# ── Root view assertions ──────────────────────────────────────	COMMENT
MEDIUM	spec/system/page_objects/pages/nested_view.rb	65	# ── Context view assertions ───────────────────────────────────	COMMENT
MEDIUM	spec/system/page_objects/pages/nested_view.rb	95	# ── Post assertions ───────────────────────────────────────────	COMMENT
MEDIUM	spec/system/page_objects/pages/nested_view.rb	431	# ── Actions ───────────────────────────────────────────────────	COMMENT
MEDIUM	spec/system/page_objects/pages/nested_view.rb	658	# ── Deletion/recovery assertions ─────────────────────────────	COMMENT
MEDIUM	spec/system/page_objects/pages/nested_view.rb	693	# ── Ignored-user placeholder assertions ──────────────────────	COMMENT
MEDIUM	spec/system/page_objects/pages/nested_view.rb	710	# ── Post actions ────────────────────────────────────────────	COMMENT
MEDIUM	spec/system/page_objects/pages/nested_view.rb	733	# ── Pinned post assertions ─────────────────────────────────	COMMENT
MEDIUM	spec/system/page_objects/pages/nested_view.rb	743	# ── Load more ───────────────────────────────────────────────	COMMENT
MEDIUM	spec/system/page_objects/pages/nested_view.rb	754	# ── Cloaking ─────────────────────────────────────────────────	COMMENT
MEDIUM	spec/system/page_objects/pages/nested_view.rb	773	# ── Suggested topics ──────────────────────────────────────────	COMMENT
MEDIUM	script/memstats.rb	6	#------------------------------------------------------------------------------	COMMENT
MEDIUM	script/memstats.rb	28	#------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	lib/discourse_webauthn/registration_service.rb	85	#==================================================	COMMENT
MEDIUM⚡	lib/discourse_webauthn/registration_service.rb	89	#==================================================	COMMENT
MEDIUM⚡	lib/discourse_webauthn/registration_service.rb	98	#==================================================	COMMENT

AI Slop Vocabulary20 hits · 44 pts

Severity	File	Line	Snippet	Context
LOW	app/models/category.rb	876	# Ideally we can just call .clear here, but it runs SQL, we only want to run it	COMMENT
LOW	app/models/theme_field.rb	464	self.value_baked = Digest::SHA1.hexdigest(result.join(",")) # We don't use the compiled CSS here, we just use it to	CODE
LOW	app/models/email_token.rb	72	# If the user's email is already taken, just return nil (failure)	COMMENT
MEDIUM	app/models/post.rb	671	# Ideally we would want a more comprehensive way of saying that certain	COMMENT
MEDIUM⚡	…services/video_conversion/aws_media_convert_adapter.rb	310	# Create a temporary upload object to leverage FileStore::BaseStore path generation	COMMENT
MEDIUM	frontend/discourse/app/lib/get-url.js	42	// Strip http: and https: to ensure robust domain comparison	COMMENT
MEDIUM	config/initializers/100-secret_token.rb	4	# backwards support of "seamless" upgrade from Rails 3.	COMMENT
LOW	…scourse-ai/spec/lib/completions/endpoints/nova_spec.rb	233	# lets just return the tool call again, this is about ensuring we encode the prompt right	COMMENT
MEDIUM	…ugins/discourse-ai/lib/agents/tool_runner/discourse.rb	18	# default to public visibility and only elevate when `with_private: true`	COMMENT
MEDIUM	plugins/live/spec/system/live_livekit_spec.rb	24	# media harness satisfies the LiveKit SDK: livekit-client never calls	COMMENT
MEDIUM	plugins/boards/app/models/boards/board.rb	59	# Essentially a legacy group ID, don't want anyone to use it.	COMMENT
LOW	spec/lib/trashable_spec.rb	4	# post is trashable, just use it.	COMMENT
MEDIUM	spec/lib/onebox/engine/loom_onebox_spec.rb	13	'<iframe class="loom-onebox" src="https://www.loom.com/embed/c9695e5dc084496c80b7d7516d2a569a?sid=e1279914-ecaa-4f	CODE
MEDIUM	spec/lib/onebox/engine/wistia_onebox_spec.rb	16	'<iframe src="https://fast.wistia.net/embed/iframe/26sk4lmiix" width="960" height="540" title="Nice." frameborder=	CODE
MEDIUM	script/import_scripts/lithium.rb	8	# If you have leverage you may get a data dump, in my case it was provided in XML	COMMENT
LOW	lib/site_setting_extension.rb	920	# a custom getter for it, so we can just use the normal getter	COMMENT
LOW	lib/topic_query.rb	771	# topics. Otherwise, just use bumped_at.	COMMENT
LOW	lib/onebox/engine/youtube_onebox.rb	178	# use params.include? so that you can just add "&loop"	COMMENT
LOW	lib/second_factor/actions/discourse_connect_provider.rb	15	# 'prompt=none' was requested, so just return a failed authentication	COMMENT
LOW	…ate/20250714010001_backfill_themeable_site_settings.rb	11	# and theme site settings will just use the default value.	COMMENT

Redundant / Tautological Comments27 hits · 43 pts

Severity	File	Line	Snippet	Context
LOW	app/controllers/list_controller.rb	464	# Check if the category slug is incorrect and redirect to a link containing	COMMENT
LOW	…discourse-assign/spec/requests/list_controller_spec.rb	465	# Assign topics to different users and groups	COMMENT
LOW	…discourse-assign/spec/requests/list_controller_spec.rb	488	# Assign topics to different users and groups	COMMENT
LOW	…ugins/discourse-ai/app/models/llm_credit_allocation.rb	40	# Check if association is preloaded to avoid N+1 queries	COMMENT
LOW	…ins/discourse-ai/app/jobs/regular/digest_rag_upload.rb	24	# Check if this is the first time we process this upload.	COMMENT
LOW	plugins/discourse-ai/discourse_automation/llm_tagger.rb	107	# Check if we can perform the action before proceeding	COMMENT
LOW	…spec/lib/discourse_automation/llm_agent_triage_spec.rb	207	# Set up to cause an error	COMMENT
LOW	…ugins/discourse-ai/lib/agents/tool_runner/discourse.rb	237	# Check if user already exists	COMMENT
LOW	plugins/discourse-ai/lib/agents/tools/edit_image.rb	67	# Check if upload has access control	COMMENT
LOW	plugins/discourse-ai/lib/automation/llm_triage.rb	232	# Check if another triage rule already created a reviewable for this post.	COMMENT
LOW	plugins/discourse-ai/lib/ai_bot/entry_point.rb	231	# Check if the only recipients are bots	COMMENT
LOW⚡	…rs/discourse_subscriptions/user/payments_controller.rb	93	# Check if the charge is associated with the given email and has no customer ID	COMMENT
LOW⚡	…rs/discourse_subscriptions/user/payments_controller.rb	99	# Check if there are more charges to fetch	COMMENT
LOW⚡	…rs/discourse_subscriptions/user/payments_controller.rb	102	# Set starting_after to the last charge's ID for the next batch	COMMENT
LOW	spec/requests/admin/themes_controller_spec.rb	1048	# Set back to default	COMMENT
LOW	…regular/site_setting_update_default_categories_spec.rb	41	# Set default_categories_watching to the new value otherwise	COMMENT
LOW	script/backport.rb	122	# Check if release branch exists	COMMENT
LOW	script/bulk_import/uploads_importer.yml	29	# Check if files are missing in the upload store and update the database accordingly.	COMMENT
LOW	script/bulk_import/uploads_importer.yml	51	# Set this to true if the site is a multisite and configure the `multisite_db_name` accordingly	COMMENT
LOW	script/import_scripts/friendsmegplus.rb	38	# Set this to the base URL for the site; required for importing videos	COMMENT
LOW	script/import_scripts/discuz_x.rb	24	# Set DISCUZX_BASE_DIR to the base directory of your discuz installation.	COMMENT
LOW	script/import_scripts/zoho.rb	176	# Check if Zoho's most common form of a code block is present.	COMMENT
LOW	lib/validators/video_conversion_enabled_validator.rb	13	# Check if MediaConvert role ARN is provided	COMMENT
LOW	lib/validators/video_conversion_enabled_validator.rb	16	# Check if S3 credentials are provided (either access keys or IAM profile)	COMMENT
LOW	lib/validators/video_conversion_enabled_validator.rb	37	# Check if using IAM profile	COMMENT
LOW	lib/validators/video_conversion_enabled_validator.rb	40	# Check if access key and secret are provided	COMMENT
LOW	…rate/20250626090725_add_my_messages_link_to_sidebar.rb	13	# Check if "My Messages" link already exists	COMMENT

Structural Annotation Overuse27 hits · 40 pts

Severity	File	Line	Snippet	Context
LOW	plugins/discourse-adplugin/README.md	36	### Step 1 - Install the Official Discourse Advertising Plugin	COMMENT
LOW	plugins/discourse-adplugin/README.md	58	### Step 2 - Configure Your Settings to Display Your Advertisments	COMMENT
LOW	plugins/discourse-adplugin/README.md	141	### Step 3 - See Your Ad	COMMENT
LOW	docs/INSTALL-cloud.md	74	### Step 1: Choose Your Domain	COMMENT
LOW	docs/INSTALL-cloud.md	101	### Step 2: Create and Access Your Server	COMMENT
LOW	docs/INSTALL-cloud.md	112	### Step 3: Run the Installer	COMMENT
LOW	…es/docs/02-development-environments/03-docker-setup.md	19	## Step 1: Install Docker	COMMENT
LOW	…es/docs/02-development-environments/03-docker-setup.md	51	## Step 2: Start Container	COMMENT
LOW	…-guides/docs/03-code-internals/11-converting-modals.md	13	## Step 1: Move Files	COMMENT
LOW	…-guides/docs/03-code-internals/11-converting-modals.md	17	## Step 2: Update the JS file	COMMENT
LOW	…-guides/docs/03-code-internals/11-converting-modals.md	40	## Step 3: Update the Template	COMMENT
LOW	…-guides/docs/03-code-internals/11-converting-modals.md	80	### Step 4: Update the showModal call sites	COMMENT
LOW	…-guides/docs/03-code-internals/11-converting-modals.md	136	## Step 5: Tests	COMMENT
LOW	…per-guides/docs/03-code-internals/08-js-performance.md	15	## Step 1: Add `performance.measure()`	COMMENT
LOW	…per-guides/docs/03-code-internals/08-js-performance.md	31	## Step 2: Identify URLs for testing	COMMENT
LOW	…per-guides/docs/03-code-internals/08-js-performance.md	65	## Step 3: Configure Tachometer	COMMENT
LOW	…per-guides/docs/03-code-internals/08-js-performance.md	94	## Step 4: Run benchmark	COMMENT
LOW	…er-guides/docs/05-themes-components/19-custom-icons.md	9	# Step 1 - Create an SVG Spritesheet	COMMENT
LOW	…er-guides/docs/05-themes-components/19-custom-icons.md	58	# Step 2 - Add the spritesheet to your theme	COMMENT
LOW	script/import_scripts/phpbb3/settings.yml	113	remote: false # WARNING: This can considerably slow down your import. It will try to download remote avatars.	CODE
LOW	.skills/discourse-frontend-conventions/SKILL.md	17	## Step 0: decide the scope	COMMENT
LOW	.skills/discourse-frontend-conventions/SKILL.md	33	## Step 1: private-symbols pattern	COMMENT
LOW	.skills/discourse-frontend-conventions/SKILL.md	94	## Step 2: member ordering	COMMENT
LOW	.skills/discourse-frontend-conventions/SKILL.md	147	## Step 3: comments and blank lines	COMMENT
LOW	.skills/discourse-frontend-conventions/SKILL.md	175	## Step 4: invocation ordering (`.gjs`/`.gts`, lint-enforced)	COMMENT
LOW	.skills/discourse-frontend-conventions/SKILL.md	202	## Step 5: documentation review	COMMENT
LOW	.skills/discourse-frontend-conventions/SKILL.md	242	## Step 6: lint	COMMENT

Example Usage Blocks14 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW	app/assets/stylesheets/common/foundation/mixins.scss	207	// Example usage:	COMMENT
LOW	plugins/discourse-oauth2-basic/plugin.rb	29	# Example usage:	COMMENT
LOW	spec/support/theme_screenshot_marker.rb	5	# Usage:	COMMENT
LOW	lib/discourse.rb	18	# Usage:	COMMENT
LOW	lib/discourse_webauthn.rb	69	# Usage:	COMMENT
LOW⚡	lib/plugin/instance.rb	308	# Example usage:	COMMENT
LOW⚡	lib/plugin/instance.rb	350	# Example usage:	COMMENT
LOW⚡	lib/plugin/instance.rb	399	# Example usage:	COMMENT
LOW⚡	lib/plugin/instance.rb	420	# Example usage:	COMMENT
LOW	lib/plugin/instance.rb	122	# Example usage:	COMMENT
LOW	lib/plugin/instance.rb	437	# Example usage:	COMMENT
LOW	lib/plugin/instance.rb	460	# Example usage:	COMMENT
LOW	lib/emoji/regex_generator.rb	11	# Usage:	COMMENT
LOW	lib/scheduler/thread_pool.rb	8	# Usage:	COMMENT

Slop Phrases11 hits · 20 pts

Severity	File	Line	Snippet	Context
MEDIUM	…/lib/discourse_webauthn/authentication_service_spec.rb	36	# @params will contain authenticatorData and signature which you can use as is.	COMMENT
LOW	script/bulk_import/discourse_merger.rb	458	# make sure to get a backup with uploads then convert them to local.	COMMENT
LOW	script/import_scripts/mylittleforum.rb	35	# If you update the Docker container and perform another import afterwards, make sure to back up these files beforehand.	COMMENT
LOW	script/import_scripts/mybbru.rb	9	# If your forum has non-English usernames, don't forget to enable Unicode usernames in /admin/site_settings	COMMENT
LOW	script/import_scripts/mybbru.rb	9	# If your forum has non-English usernames, don't forget to enable Unicode usernames in /admin/site_settings	COMMENT
MEDIUM	lib/discourse.rb	1122	# you can use Discourse.warn when you want to report custom environment	COMMENT
MEDIUM	lib/plugin/instance.rb	1390	# We'll include the HTML inside the unsubscribe form, so you can add your fields using the	COMMENT
LOW	lib/plugin/instance.rb	842	# When using this, make sure to consider the effect on AnonymousCache	COMMENT
LOW	lib/email_controller_helper/base_email_unsubscriber.rb	13	# Don't forget to call super when extending this method.	COMMENT
LOW	lib/email_controller_helper/base_email_unsubscriber.rb	31	# Don't forget to call super when extending this method.	COMMENT
LOW	…43_ensure_anonymous_and_logged_in_users_auto_groups.rb	15	# new auto groups. Also make sure to rebake posts & update group mentions.	COMMENT

Modern AI Meta-Vocabulary6 hits · 17 pts

Severity	File	Line	Snippet	Context
MEDIUM	frontend/discourse/app/services/store.ts	251	// You should only call this if you're a test scaffold	COMMENT
MEDIUM	plugins/discourse-ai/evals/lib/workbench.rb	23	# The Workbench drives the orchestration loop: it prepares the Structured	COMMENT
MEDIUM	plugins/discourse-ai/app/models/ai_agent.rb	5	# question_consolidator_llm_id is intentionally ignored after the RAG tool	COMMENT
MEDIUM	…discourse-ai/lib/completions/endpoints/hugging_face.rb	44	# whatever the context window has left.	COMMENT
MEDIUM	spec/requests/admin/themes_controller_spec.rb	1146	# RemoteTheme is extensively tested, and setting up the test scaffold is a large overhead	COMMENT
MEDIUM	.skills/discourse-ai-llm-presets/SKILL.md	52	tokens: 1_000_000, # context window in tokens	CODE

Magic Placeholder Names2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	…lib/ai_tool_scripts/presets/image_generation/custom.js	4	const apiKey = "YOUR_API_KEY";	CODE
HIGH	…per-guides/docs/06-general-guides/05-ai-bot-api-use.md	29	Api-Key: <your_api_key>	CODE

AI Response Leakage1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	lib/upload_creator.rb	101	# FIXME: I've added a bunch of external_upload_too_big checks littered	COMMENT

Cross-Language Confusion (JS/TS)1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	frontend/discourse/app/controllers/topic.js	1586	print() {	CODE

TODO Padding2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	frontend/discourse/app/models/draft.ts	45	// TODO: implement this	COMMENT
LOW	spec/system/viewing_reviewable_spec.rb	179	# TODO: Add test for watched words highlighting	COMMENT

Verbosity Indicators1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	lib/post_action_creator.rb	128	# We need to check if the creator exists because it's possible `create_message_creator` returns nil	COMMENT

discourse/discourse

Open-Source Code Quality, Security and Technical Debt Review