1.0

Adjusted Signal

1.0

Raw Pattern Score

100%

Time Factor

2026-05-18

Last Push

26.5K

Stars

TypeScript

Language

202.4K

Lines of Code

1.3K

Files

179

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 4.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 166 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.3/100 · LOW

Are imports declared and package/API names verified? 13 finding(s).

Agent Over-Engineering Ratio 0.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 17 finding(s).

PR Review Velocity Impact 4.6/100 · LOW

Which changes need focused human review? 179 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 0HIGH 2MEDIUM 0LOW 177

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 179 distinct pattern matches across 6 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 Block139 hits · 139 pts

Severity	File	Line	Snippet	Context
LOW	win-wpf/Focalboard/Properties/AssemblyInfo.cs	21	// COM, set the ComVisible attribute to true on that type.	COMMENT
LOW	win-wpf/Focalboard/Properties/AssemblyInfo.cs	41	)]	COMMENT
LOW	win-wpf/Focalboard/Properties/Resources.Designer.cs	1	//------------------------------------------------------------------------------	COMMENT
LOW	webapp/cypress/plugins/index.js	1	// Copyright (c) 2015-present Mattermost, Inc. All Rights Reserved.	COMMENT
LOW	webapp/src/components/sidebar/sidebar.test.tsx	421	</Router>	COMMENT
LOW	webapp/src/components/sidebar/sidebar.test.tsx	441	// {id: '3', title: 'Template 3', fields: {icon: '🚴🏻‍♂️'}},	COMMENT
LOW	webapp/src/components/sidebar/sidebar.test.tsx	461	// const history = createMemoryHistory()	COMMENT
LOW	webapp/src/components/sidebar/sidebarBoardItem.tsx	121	// the same category. Even though the server does this as well on its side,	COMMENT
LOW	webapp/src/components/sidebar/sidebar.tsx	121	}, [windowDimensions])	COMMENT
LOW	…/components/live-markdown-plugin/liveMarkdownPlugin.ts	201	// Maps inline styles to the provided ContentBlock's CharacterMetadata list based	COMMENT
LOW	…pp/src/components/viewHeader/viewHeaderActionsMenu.tsx	21	board: Board	COMMENT
LOW	…pp/src/components/viewHeader/viewHeaderActionsMenu.tsx	41	// const groupByProperty = board.cardProperties.find((o) => o.id === activeView.fields.groupById)	COMMENT
LOW	…pp/src/components/viewHeader/viewHeaderActionsMenu.tsx	61	// const newCard = new Card(card)	COMMENT
LOW	…boardPage/backwardCompatibilityQueryParamsRedirect.tsx	1	// Copyright (c) 2015-present Mattermost, Inc. All Rights Reserved.	COMMENT
LOW	…boardPage/backwardCompatibilityQueryParamsRedirect.tsx	21	// if (queryCardId) {	COMMENT
LOW	…boardPage/backwardCompatibilityQueryParamsRedirect.tsx	41	// const lastViewId = lastBoardId ? UserSettings.lastViewId[lastBoardId] : undefined	COMMENT
LOW	…boardPage/backwardCompatibilityQueryParamsRedirect.tsx	61	// }	COMMENT
LOW	server/auth/auth_test.go	101	// ID: "testRootID",	COMMENT
LOW	server/auth/auth_test.go	121	// th.Store.EXPECT().GetRootID(gomock.Eq(mockContainer), "badBlock").Return("", errors.New("invalid block"))	COMMENT
LOW	server/auth/auth_test.go	141	// }	COMMENT
LOW	server/model/compliance.go	1	// Copyright (c) 2015-present Mattermost, Inc. All Rights Reserved.	COMMENT
LOW	server/model/auth.go	41	// If specified, login using email	COMMENT
LOW	server/api/members.go	21	r.HandleFunc("/boards/{boardID}/leave", a.sessionRequired(a.handleLeaveBoard)).Methods("POST")	COMMENT
LOW	server/api/members.go	81	// response	COMMENT
LOW	server/api/members.go	101	// - name: Body	COMMENT
LOW	server/api/members.go	201	// produces:	COMMENT
LOW	server/api/members.go	301	// response	COMMENT
LOW	server/api/members.go	321	// security:	COMMENT
LOW	server/api/members.go	381	// produces:	COMMENT
LOW	server/api/members.go	481	// swagger:operation DELETE /boards/{boardID}/members/{userID} deleteMember	COMMENT
LOW	server/api/compliance.go	21	func (a API) registerComplianceRoutes(r mux.Router) {	COMMENT
LOW	server/api/compliance.go	41	// description: Team ID. If empty then boards across all teams are included.	COMMENT
LOW	server/api/compliance.go	141	}	COMMENT
LOW	server/api/compliance.go	161	// type: integer	COMMENT
LOW	server/api/compliance.go	181	// type: integer	COMMENT
LOW	server/api/compliance.go	281	if err != nil {	COMMENT
LOW	server/api/compliance.go	301	// in: query	COMMENT
LOW	server/api/compliance.go	321	// in: query	COMMENT
LOW	server/api/users.go	21	r.HandleFunc("/users/me/config", a.sessionRequired(a.handleGetUserPreferences)).Methods(http.MethodGet)	COMMENT
LOW	server/api/users.go	121	auditRec.Success()	COMMENT
LOW	server/api/users.go	141	// required: false	COMMENT
LOW	server/api/users.go	201	jsonBytesResponse(w, http.StatusOK, userData)	COMMENT
LOW	server/api/users.go	261	// - name: userID	COMMENT
LOW	server/api/users.go	321	// swagger:operation PATCH /users/{userID}/config updateUserConfig	COMMENT
LOW	server/api/users.go	401	// - application/json	COMMENT
LOW	server/api/config.go	21	// produces:	COMMENT
LOW	server/api/system.go	21	// ---	COMMENT
LOW	server/api/files.go	81	}	COMMENT
LOW	server/api/files.go	101	// in: path	COMMENT
LOW	server/api/files.go	241	w.Header().Set("X-Frame-Options", "DENY")	COMMENT
LOW	server/api/files.go	261	// - name: boardID	COMMENT
LOW	server/api/files.go	321	func (a API) handleUploadFile(w http.ResponseWriter, r http.Request) {	COMMENT
LOW	server/api/files.go	341	// type: string	COMMENT
LOW	server/api/sharing.go	21	r.HandleFunc("/boards/{boardID}/sharing", a.sessionRequired(a.handleGetSharing)).Methods("GET")	COMMENT
LOW	server/api/sharing.go	81	mlog.String("shareID", sharing.ID),	COMMENT
LOW	server/api/sharing.go	101	// required: true	COMMENT
LOW	server/api/auth.go	21	// personal-server specific routes. These are not needed in plugin mode.	COMMENT
LOW	server/api/auth.go	41	// required: true	COMMENT
LOW	server/api/auth.go	101	}	COMMENT
LOW	server/api/auth.go	161	// parameters:	COMMENT
79 more matches not shown…

Hyper-Verbose Identifiers17 hits · 17 pts

Severity	File	Line	Snippet	Context
LOW	experiments/webext/src/views/OptionsApp.tsx	53	function onAuthenticateButtonClicked(event: MouseEvent) {	CODE
LOW	webapp/src/boardUtils.ts	55	export function getVisibleAndHiddenGroups(cards: Card[], visibleOptionIds: string[], hiddenOptionIds: string[], groupByP	CODE
LOW	webapp/src/blocks/boardView.ts	59	function sortBoardViewsAlphabetically(views: BoardView[]): BoardView[] {	CODE
LOW	webapp/src/blocks/board.ts	200	function createCardPropertiesPatches(newCardProperties: IPropertyTemplate[], oldCardProperties: IPropertyTemplate[]): Bo	CODE
LOW	webapp/src/blocks/board.ts	288	function createPatchesFromBoardsAndBlocks(updatedBoard: Board, oldBoard: Board, updatedBlockIDs: string[], updatedBlocks	CODE
LOW	webapp/src/components/calendar/fullCalendar.tsx	47	function createDatePropertyFromCalendarDates(start: Date, end: Date): DateProperty {	CODE
LOW	webapp/src/components/calendar/fullCalendar.tsx	61	function createDatePropertyFromCalendarDate(start: Date): DateProperty {	CODE
LOW	…app/src/components/cardDetail/cardDetailProperties.tsx	53	function onPropertyChangeSetAndOpenConfirmationDialog(newType: PropertyType, newName: string, propertyTemplate: IPro	CODE
LOW	…app/src/components/cardDetail/cardDetailProperties.tsx	103	function onPropertyDeleteSetAndOpenConfirmationDialog(propertyTemplate: IPropertyTemplate) {	CODE
LOW	…rc/components/cardDetail/cardDetailProperties.test.tsx	248	function openDeleteConfirmationDialog(container: HTMLElement) {	CODE
LOW	…rc/components/cardDetail/cardDetailProperties.test.tsx	261	function onPropertyRenameNoConfirmationDialog(container: HTMLElement) {	CODE
LOW	…c/components/kanban/calculation/calculationOptions.tsx	26	export function getEquivalentPropertyType(propertyType: PropertyTypeEnum): PropertyTypeEnum {	CODE
LOW	webapp/src/components/calculations/calculations.ts	40	function fixTimestampToMinutesAccuracy(timestamp: number) {	CODE
LOW	webapp/src/components/calculations/calculations.ts	268	function getTimestampsFromPropertyValue(value: number \| string \| string[]): number[] {	CODE
LOW	webapp/src/properties/date/date.tsx	33	export function createDatePropertyFromString(initialValue: string): DateProperty {	CODE
LOW	webapp/src/properties/multiselect/multiselect.test.tsx	20	function buildMultiSelectPropertyTemplate(options: IPropertyOption[] = []): IPropertyTemplate {	CODE
LOW	import/jira/jiraImporter.ts	186	function buildCardPropertyFromValues(propertyName: string, allValues: string[]) {	CODE

Synthetic Comment Markers2 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	win-wpf/Focalboard/Properties/Settings.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	win-wpf/Focalboard/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT

Fake / Example Data13 hits · 13 pts

Severity	File	Line	Snippet	Context
LOW	webapp/cypress/integration/createBoard.ts	33	cy.get('.Editable.title').invoke('attr', 'placeholder').should('contain', 'Untitled board')	CODE
LOW	…src/components/confirmAddUserForNotifications.test.tsx	22	user={{id: 'fake-user-id', username: 'fake-username'} as IUser}	CODE
LOW	…src/components/confirmAddUserForNotifications.test.tsx	39	user={{id: 'fake-user-id', username: 'fake-username'} as IUser}	CODE
LOW	…src/components/confirmAddUserForNotifications.test.tsx	57	user={{id: 'fake-user-id', username: 'fake-username'} as IUser}	CODE
LOW	webapp/src/components/markdownEditor.test.tsx	54	placeholderText={'placeholder'}	CODE
LOW	webapp/src/components/markdownEditor.test.tsx	77	placeholderText={'placeholder'}	CODE
LOW	webapp/src/components/markdownEditor.test.tsx	100	placeholderText={'placeholder'}	CODE
LOW	webapp/src/components/markdownEditor.test.tsx	125	placeholderText={'placeholder'}	CODE
LOW	…bapp/src/components/calculations/calculations.test.tsx	16	card1.fields.properties.property_text = 'lorem ipsum'	CODE
LOW	…bapp/src/components/calculations/calculations.test.tsx	56	card4.fields.properties.property_text = 'lorem ipsum'	CODE
LOW	server/services/telemetry/telemetry.go	57	if !strings.Contains(rudderKey, "placeholder") && !strings.Contains(rudderDataplaneURL, "placeholder") {	CODE
LOW	server/ws/server_test.go	106	userID1 := "fake-user-id"	CODE
LOW	server/ws/server_test.go	114	userID2 := "fake-user-id2"	CODE

Verbosity Indicators4 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	webapp/cypress/integration/manageGroups.ts	58	// Step 1: Create an empty board and add a group	COMMENT
LOW	webapp/cypress/integration/manageGroups.ts	72	// Step 2: Click on the three dots next to "Group 1"	COMMENT
LOW⚡	webapp/cypress/integration/manageGroups.ts	86	// Step 3: Click on "Hide"	COMMENT
LOW⚡	webapp/cypress/integration/manageGroups.ts	91	// Step 4: Click "Group 1", then click "Show" in the dropdown	COMMENT

Structural Annotation Overuse4 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	webapp/cypress/integration/manageGroups.ts	58	// Step 1: Create an empty board and add a group	COMMENT
LOW	webapp/cypress/integration/manageGroups.ts	72	// Step 2: Click on the three dots next to "Group 1"	COMMENT
LOW⚡	webapp/cypress/integration/manageGroups.ts	86	// Step 3: Click on "Hide"	COMMENT
LOW⚡	webapp/cypress/integration/manageGroups.ts	91	// Step 4: Click "Group 1", then click "Show" in the dropdown	COMMENT

mattermost-community/focalboard

Open-Source Code Quality, Security and Technical Debt Review