1.0

Adjusted Signal

1.0

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

12.4K

Stars

TypeScript

Language

1.3M

Lines of Code

5.5K

Files

1.0K

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 3.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 936 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.6/100 · LOW

Are imports declared and package/API names verified? 50 finding(s).

Agent Over-Engineering Ratio 3.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 745 finding(s).

PR Review Velocity Impact 4.6/100 · LOW

Which changes need focused human review? 1024 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 11HIGH 2MEDIUM 43LOW 968

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 1024 distinct pattern matches across 14 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 Identifiers707 hits · 704 pts

Severity	File	Line	Snippet	Context
LOW	tools/oxlint/anti-slop/shared/reflect-method.ts	24	export function isGlobalReflectMethodCall(	CODE
LOW	tools/oxlint/anti-slop/shared/dictionary-types.ts	142	function isEffectivelyEmptyTypeLiteral(type: ESTree.TSTypeLiteral): boolean {	CODE
LOW	tools/oxlint/anti-slop/shared/dictionary-types.ts	146	function isEffectivelyEmptyInterface(	CODE
LOW	tools/oxlint/anti-slop/shared/dictionary-types.ts	158	function resolvedSubstitutionArgument(	CODE
LOW	tools/oxlint/anti-slop/shared/dictionary-types.ts	307	export function classifyUnsafeDictionaryValue(	CODE
LOW	tools/oxlint/anti-slop/shared/dictionary-types.ts	467	export function isPopulatedObjectExpression(expression: ESTree.Expression): boolean {	CODE
LOW	tools/oxlint/anti-slop/shared/dictionary-types.ts	480	export function isKnownEvidenceExpression(expression: ESTree.Expression): boolean {	CODE
LOW	…ols/oxlint/anti-slop/shared/lexical-type-parameters.ts	14	function collectInferTypeParameterNames(	CODE
LOW	…ols/oxlint/anti-slop/shared/lexical-type-parameters.ts	35	export function lexicalTypeParameterNames(	CODE
LOW	tools/oxlint/anti-slop/rules/no-widen-then-assert.ts	18	function unwrapExpressionParentheses(expression: ESTree.Expression): ESTree.Expression {	CODE
LOW	tools/oxlint/anti-slop/rules/no-widen-then-assert.ts	143	function isDefinitelyNarrowerRecordType(type: ESTree.TSType): boolean {	CODE
LOW	tools/oxlint/anti-slop/rules/no-widen-then-assert.ts	171	function resolvedVariableForIdentifier(	CODE
LOW	…s/oxlint/anti-slop/rules/no-chained-type-assertions.ts	6	function isTypeAssertionExpression(node: ESTree.Node): node is TypeAssertionExpression {	CODE
LOW	…s/oxlint/anti-slop/rules/no-chained-type-assertions.ts	10	function unwrapParenthesizedExpression(expression: ESTree.Expression): ESTree.Expression {	CODE
LOW	…s/oxlint/anti-slop/rules/no-chained-type-assertions.ts	27	function isOutermostAssertionInChain(node: TypeAssertionExpression): boolean {	CODE
LOW	…s/oxlint/anti-slop/rules/no-chained-type-assertions.ts	39	function isForbiddenAssertionChain(node: TypeAssertionExpression): boolean {	CODE
LOW	tools/oxlint/anti-slop/rules/no-known-value-widening.ts	125	function isDictionaryAccumulatorTarget(destination: WideningTarget): boolean {	CODE
LOW	…/anti-slop/rules/no-conditional-empty-object-spread.ts	16	function isConditionalEmptyObjectSpread(node: ESTree.Expression): boolean {	CODE
LOW	…ls/oxlint/anti-slop/rules/no-unsafe-dictionary-type.ts	60	function isInsideTypeAliasDeclaration(node: ESTree.Node): boolean {	CODE
LOW	…ols/oxlint/anti-slop/rules/no-shape-in-symbol-names.ts	6	function containsForbiddenSymbolName(name: string): boolean {	CODE
LOW	packages/ui/src/stores/waitForOpenCodeConnection.ts	24	export async function waitForOpenCodeConnection(delayMs?: number): Promise<void> {	CODE
LOW	packages/ui/src/stores/useUpdateStore.ts	212	export async function checkConnectedServerForUpdates(): Promise<UpdateInfo> {	CODE
LOW	packages/ui/src/stores/useUIStore.ts	85	function normalizeFileEditorKeymap(value: unknown): FileEditorKeymap {	CODE
LOW	packages/ui/src/stores/useSkillsStore.ts	998	export async function refreshSkillsAfterOpenCodeRestart(options?: { message?: string; delayMs?: number }) {	CODE
LOW	packages/ui/src/stores/catalogRefresh.ts	177	export async function refreshStoresForCatalogKind(	CODE
LOW	packages/ui/src/stores/useAgentsStore.ts	965	export async function refreshAfterOpenCodeRestart(options?: {	CODE
LOW	packages/ui/src/stores/useAgentsStore.ts	974	export async function reloadOpenCodeConfiguration(options?: {	CODE
LOW	packages/ui/src/components/ui/dropdown-navigation.ts	27	export function handleDropdownNavigationKey(	CODE
LOW	packages/ui/src/components/ui/providerLogoFallback.ts	5	export function getProviderLogoFallbackIcon(providerId: string \| null \| undefined): IconName \| null {	CODE
LOW	…/src/components/comments/useLineNumberDragSelection.ts	63	export function useLineNumberDragSelection({	CODE
LOW	…i/src/components/comments/CodeMirrorCommentWidgets.tsx	29	export function buildCodeMirrorCommentWidgets(options: CodeMirrorCommentWidgetsOptions): BlockWidgetDef[] {	CODE
LOW	…/src/components/comments/PierreDiffCommentOverlays.tsx	45	export function PierreDiffCommentOverlays(props: PierreDiffCommentOverlaysProps) {	CODE
LOW	…/components/sections/providers/custom-provider-form.ts	355	export function isCustomOpenAICompatibleProvider(provider: ProviderLikeForCustomForm): boolean {	CODE
LOW	…/components/sections/providers/custom-provider-form.ts	399	export function isConfigDefinedCustomProvider(	CODE
LOW	…/components/sections/providers/custom-provider-form.ts	416	export function resolveProviderConfigScope(	CODE
LOW	…/components/sections/providers/custom-provider-form.ts	428	export function providerToCustomFormState(provider: ProviderLikeForCustomForm): CustomProviderFormState {	CODE
LOW	…/components/sections/providers/custom-provider-form.ts	740	function buildCustomProviderConfig(input: {	CODE
LOW	…/components/sections/providers/custom-provider-form.ts	766	export function buildIntegrationKeyRequest(plan: CustomProviderPersistPlan): {	CODE
LOW	…/components/sections/providers/custom-provider-form.ts	784	export function buildProviderUpsertRequest(	CODE
LOW	…nents/sections/openchamber/ShortcutRecordingDialog.tsx	145	export function settleShortcutRecordingState(state: ShortcutRecordingState): ShortcutRecordingState {	CODE
LOW	…nents/sections/openchamber/ShortcutRecordingDialog.tsx	150	export function updateShortcutRecordingState(	CODE
LOW	packages/ui/src/components/update/openCodeUpgrade.ts	37	export async function fetchOpenCodeUpgradeStatus(): Promise<OpenCodeUpgradeStatus> {	CODE
LOW	packages/ui/src/components/chat/composerHighlight.ts	494	export function mentionRangesToHighlightRanges(mentions: MentionRange[]): HighlightRange[] {	CODE
LOW	packages/ui/src/components/chat/formTextareaSizing.ts	7	export function getFormCustomTextareaHeight(contentHeight: number): number {	CODE
LOW	packages/ui/src/components/chat/formSerializers.ts	63	export function serializeFormAnswerAsMarkdown(form: FormRequest, answer: Record<string, FormValue>): string {	CODE
LOW	packages/ui/src/components/chat/inputHistory.ts	27	export function buildChatInputHistorySubmissions({	CODE
LOW	packages/ui/src/components/chat/inputHistory.ts	47	function materializeHistoryAttachment(attachment: InputHistoryAttachment): AttachedFile \| null {	CODE
LOW	packages/ui/src/components/chat/inputHistory.ts	79	export function mapInputHistoryEntriesToValues(	CODE
LOW	packages/ui/src/components/chat/inputHistory.ts	112	export function buildInputHistoryNavigatorIdentity(	CODE
LOW	…/src/components/chat/markdown/streamdownHighlighter.ts	14	export function createStreamdownHighlighter() {	CODE
LOW	…components/chat/markdown/remarkRepositoryReferences.ts	69	export function remarkRepositoryReferences(context: RepositoryLinkContext) {	CODE
LOW	…s/ui/src/components/chat/markdown/streamdownPlugins.ts	125	export function getMarkdownProcessingOptions(allowRawHtml: boolean, isVSCode: boolean, singleTilde = false): Pick<Stream	CODE
LOW	…i/src/components/chat/markdown/rehypeMarkdownPolicy.ts	102	export function rehypeRestoreMarkdownLinks() {	CODE
LOW	packages/ui/src/components/chat/composer/text.ts	58	export function withInlineInsertionBoundaries(	CODE
LOW	packages/ui/src/components/chat/composer/text.ts	101	export function shouldWrapSelectionAsLink(url: string, selected: string): boolean {	CODE
LOW	…onents/chat/composer/ui/PermissionAutoAcceptButton.tsx	39	export const PermissionAutoAcceptButton = React.memo(function PermissionAutoAcceptButton(props: PermissionAutoAcceptButt	CODE
LOW	…nts/chat/composer/ui/useAutocompleteSelectionScroll.ts	8	export function useAutocompleteSelectionScroll(	CODE
LOW	…c/components/chat/composer/ui/DraftTargetSelectors.tsx	553	export function MobileDraftTargetTriggers(	CODE
LOW	…mponents/chat/composer/ui/usePlaceholderFitsOneLine.ts	21	export function usePlaceholderFitsOneLine(	CODE
LOW	…onents/chat/composer/ui/ComposerAutocompletePopups.tsx	79	function ComposerAutocompletePopupsView(props: ComposerAutocompletePopupsProps) {	CODE
647 more matches not shown…

Over-Commented Block212 hits · 209 pts

Severity	File	Line	Snippet	Context
LOW	docker-compose.yml	21	# OPENCHAMBER_UI_PASSWORD="$(openssl rand -base64 24)" docker compose up -d	COMMENT
LOW	.agents/skills/triage-prs/scripts/prep.sh	1	#!/usr/bin/env bash	COMMENT
LOW	.agents/skills/triage-prs/scripts/finish.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/test-release-build.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/test-release-build.sh	21	# Options:	COMMENT
LOW	packages/ui/scripts/build-libghostty-wasm.sh	1	#!/usr/bin/env bash	COMMENT
LOW	packages/ui/src/stores/useGitStore.ts	341	for (const [directory, entry] of Object.entries(cache)) {	COMMENT
LOW	packages/ui/src/stores/useUIStore.ts	3561		COMMENT
LOW	packages/ui/src/stores/useGitStore.repro.test.ts	121	expect(branches?.all).toContain('hotfix');	COMMENT
LOW	packages/ui/src/stores/useGitStore.repro.test.ts	141	// ChatInput auto-fetches if branches aren't available.	COMMENT
LOW	packages/ui/src/stores/utils/requestsInFlight.ts	1	// Tracks every fetch() request as "in flight" from call to promise settle,	COMMENT
LOW	packages/ui/src/styles/katex-css.ts	1	// KaTeX's stylesheet must be imported through JavaScript, not through the CSS	COMMENT
LOW	packages/ui/src/components/ui/number-input.test.tsx	541	// updating committedValueRef, so a typed value followed by a stepper	COMMENT
LOW	packages/ui/src/components/chat/ChatContainer.tsx	441	const endFadeStyle: React.CSSProperties & Record<'--chat-status-row-clearance', string> = {	COMMENT
LOW	packages/ui/src/components/chat/ChatContainer.tsx	1681	);	COMMENT
LOW	packages/ui/src/components/chat/fileReferenceParser.ts	161	return null;	COMMENT
LOW	packages/ui/src/components/chat/MessageList.tsx	41		COMMENT
LOW	packages/ui/src/components/chat/MessageList.tsx	701	keyExtractor={timelineKeyExtractor}	COMMENT
LOW	…c/components/chat/markdown/incrementalCodeHighlight.ts	1	// Incremental highlighting for a code block that grows while it streams.	COMMENT
LOW	…ges/ui/src/components/chat/markdown/markdown-worker.ts	21	// The per-request timeout exists because TextMate grammars can enter catastrophic	COMMENT
LOW	…s/ui/src/components/chat/markdown/selectionMarkdown.ts	1	import { MESSAGE_IMAGE_EXPORT_EXCLUDE_ATTRIBUTE } from '../message/imageExport';	COMMENT
LOW	…components/chat/composer/state/useMobileViewportPin.ts	21		COMMENT
LOW	…mponents/chat/composer/state/useMobileComposerShell.ts	121	// is a live condition rather than a mount-time one. Detaching does NOT	COMMENT
LOW	…mponents/chat/composer/state/useMobileComposerShell.ts	161	// Timing tuned on device, against WKWebView pausing frame	COMMENT
LOW	…ckages/ui/src/components/chat/composer/editor/theme.ts	21	'.cm-content': {	COMMENT
LOW	…ckages/ui/src/components/chat/composer/editor/theme.ts	61	overflowX: 'hidden',	COMMENT
LOW	…ckages/ui/src/components/chat/composer/editor/theme.ts	141	// Native selection can paint both the background and its paired text.	COMMENT
LOW	…src/components/chat/composer/editor/ComposerEditor.tsx	321	history(),	COMMENT
LOW	…src/components/chat/composer/editor/ComposerEditor.tsx	441	};	COMMENT
LOW	…src/components/chat/composer/editor/ComposerEditor.tsx	461	// matching what a plain textarea did when its value was replaced.	COMMENT
LOW	…ges/ui/src/components/chat/message/parts/htmlRender.ts	141	// a fainter error tint, mixed into transparent in dark themes like	COMMENT
LOW	…ges/ui/src/components/chat/message/parts/htmlRender.ts	181	// in the page (see BASE_CSS), the same as the chat's own marks.	COMMENT
LOW	…ges/ui/src/components/chat/message/parts/htmlRender.ts	201	// Sized in the app's rem like its Button (h-8 px-3 rounded-md, the UI	COMMENT
LOW	…ges/ui/src/components/chat/message/parts/htmlRender.ts	281	// stop a vertical swipe from reaching the chat.	COMMENT
LOW	…ges/ui/src/components/chat/message/parts/htmlRender.ts	341	// height: the root's box when the page is shorter than the frame, its scroll	COMMENT
LOW	…ges/ui/src/components/chat/message/parts/htmlRender.ts	361	// page's width without resizing the root, so the tooltip check below also	COMMENT
LOW	…ges/ui/src/components/chat/message/parts/htmlRender.ts	381	// fields, and the clipboard, select-all and undo chords. The deciding listener	COMMENT
LOW	…ges/ui/src/components/chat/message/parts/htmlRender.ts	401	// the frame loads; the page re-finds each by its text, as the chat does for	COMMENT
LOW	…/ui/src/components/chat/message/parts/taskToolModel.ts	101	// OpenCode wraps a completed task result in an envelope:	COMMENT
LOW	…components/chat/work-status/useWorkStatusVisibility.ts	141	const panelEnabled = useUIStore((state) => state.workStatusPanelEnabled);	COMMENT
LOW	…mponents/chat/work-status/WorkStatusContextSection.tsx	61	const availableWorktreesByProject = useSessionUIStore((state) => state.availableWorktreesByProject);	COMMENT
LOW	…ui/src/components/chat/work-status/WorkStatusPanel.tsx	81	// Restoring the offset has to happen the moment the scroller attaches, and	COMMENT
LOW	…ui/src/components/chat/work-status/WorkStatusPanel.tsx	201	// it reads as a dropdown from the header button. As a flex child it	COMMENT
LOW	packages/ui/src/components/chat/lib/streamTextCommit.ts	1	// Block-level streaming reveal.	COMMENT
LOW	…src/components/chat/lib/scroll/timelineScrollIntent.ts	1	// Gesture classification for the chat timeline's follow opt-out.	COMMENT
LOW	…/components/chat/lib/scroll/timelineScrollAnchoring.ts	1	// Scroll geometry for the chat timeline.	COMMENT
LOW	…/src/components/chat/lib/scroll/keyboardFollowGlide.ts	81	// delta for the leg in flight.	COMMENT
LOW	packages/ui/src/components/layout/ContextPanel.tsx	501	// many size changes that cannot matter (every frame of a sidebar animation,	COMMENT
LOW	packages/ui/src/components/layout/ContextPanel.tsx	641	// The zone follows the pointer exactly: the size is written once per frame,	COMMENT
LOW	packages/ui/src/components/layout/ContextPanel.tsx	1181	if (!coverChanged && !draggedSize) beginLayoutAnimation(layoutAnimationMs);	COMMENT
LOW	packages/ui/src/components/layout/ContextPanel.tsx	1221	<aside	COMMENT
LOW	…kages/ui/src/components/layout/ContextSurfacePanes.tsx	341	const terminalZone = zoneFor('terminal');	COMMENT
LOW	packages/ui/src/components/layout/Header.tsx	801	// must be expressed in pixels. The interface font-size setting scales the	COMMENT
LOW	packages/ui/src/components/layout/ContextSidebarTab.tsx	361	// OpenCode v2 delivers instruction text as its own `system` message	COMMENT
LOW	…es/ui/src/components/code/useWorkerHighlightedLines.ts	1	import React from 'react';	COMMENT
LOW	packages/ui/src/components/views/DiffView.tsx	2681	// reads the latest reader through this ref instead of capturing it.	COMMENT
LOW	packages/ui/src/components/views/PlanView.tsx	721	if (savedPlanProjectRef && savedPlanId) {	COMMENT
LOW	packages/ui/src/components/views/FilesView.tsx	3561	const editorFontSize = useUIStore((state) => state.editorFontSize);	COMMENT
LOW	…i/src/components/views/walkthrough/WalkthroughView.tsx	81	// than half the panel no matter how far the user drags.	COMMENT
LOW	…c/components/session/sidebar/sessionSidebarRowModel.ts	81	// `depth`: its tree level (1 inside a folder). `mixed`: listed among other	COMMENT
152 more matches not shown…

Decorative Section Separators38 hits · 114 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/ui/src/components/sections/mcp/McpPage.tsx	118	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/components/sections/mcp/McpPage.tsx	120	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/components/sections/mcp/McpPage.tsx	249	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/components/sections/mcp/McpPage.tsx	251	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/components/sections/mcp/McpPage.tsx	464	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/components/sections/mcp/McpPage.tsx	466	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/components/sections/mcp/McpPage.tsx	545	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/components/sections/mcp/McpPage.tsx	547	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/components/chat/ChatContainer.tsx	1368	// ── in-conversation search ──────────────────────────────────────────────	COMMENT
MEDIUM	…es/ui/src/components/chat/message/ToolOutputDialog.tsx	522	// ── PERF-007: Virtualised sub-components for dialog ──────────────────	COMMENT
MEDIUM	…components/chat/message/parts/VirtualizedCodeBlock.tsx	23	// ── Types ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…components/chat/message/parts/VirtualizedCodeBlock.tsx	43	// ── Component ────────────────────────────────────────────────────────	COMMENT
MEDIUM	…components/chat/message/parts/VirtualizedCodeBlock.tsx	98	// ── Virtualised container (extracted so the hook is top-level) ────────	COMMENT
MEDIUM	…components/chat/message/parts/VirtualizedCodeBlock.tsx	160	// ── Single row ───────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/hooks/useChatTimelineScroll.ts	50	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/hooks/useChatTimelineScroll.ts	70	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/hooks/useChatTimelineScroll.ts	491	// ── reading position memory ─────────────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/hooks/useChatTimelineScroll.ts	531	// ── scroll commands ─────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/hooks/useChatTimelineScroll.ts	832	// ── list callbacks ──────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/hooks/useChatTimelineScroll.ts	1256	// ── gesture opt-out ─────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/hooks/useChatTimelineScroll.ts	1402	// ── session lifecycle ───────────────────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/hooks/useChatTimelineScroll.ts	1431	// ── entry pin ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/hooks/useChatTimelineScroll.ts	1472	// ── message link in the open session ────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/hooks/useChatTimelineScroll.ts	1489	// ── keyboard follow glide ───────────────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/hooks/useChatTimelineScroll.ts	1507	// ── pinned end ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/hooks/useChatTimelineScroll.ts	1674	// ── active-turn spy ─────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/lib/runtime-auth.ts	367	// ── Proactive URL auth token refresh ──────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/lib/runtime-fetch.ts	65	// ── Isolated spaces ────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/lib/runtime-fetch.ts	233	// ── Relay-mode routing ─────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/lib/codemirror/codeHighlight.ts	53	// ── Highlights: incremental, main thread ────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/lib/codemirror/codeHighlight.ts	126	// ── Shiki: whole document in the worker ─────────────────────────────────	COMMENT
MEDIUM	packages/ui/src/lib/codemirror/codeHighlight.ts	208	// ── Engine choice ───────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/web/bin/cli-output.js	24	// ── Provider icons ──────────────────────────────────────────────	COMMENT
MEDIUM	packages/web/bin/cli-output.js	39	// ── Status-aware log dispatch ───────────────────────────────────	COMMENT
MEDIUM	packages/web/bin/cli-output.js	68	// ── TTY detection ───────────────────────────────────────────────	COMMENT
MEDIUM	packages/web/bin/lib/commands-tunnel.js	955	// ── Section 1: Ports ──────────────────────────────────────	COMMENT
MEDIUM	packages/web/bin/lib/commands-tunnel.js	995	// ── Section 2: Provider ─────────────────────────────────	COMMENT
MEDIUM	packages/web/bin/lib/commands-tunnel.js	1033	// ── Section 3: Modes ────────────────────────────────────	COMMENT

Hallucination Indicators11 hits · 110 pts

Severity	File	Line	Snippet	Context
CRITICAL	packages/ui/src/lib/shiki/appThemeRegistry.test.ts	18	expect(resolved.fg).toBe(theme.colors.syntax.base.foreground.replace(/^(#[\da-f]{6})[\da-f]{2}$/i, '$1'));	CODE
CRITICAL	packages/web/server/lib/agent-tool/runtime.test.js	294	const actions = knowledge.input.properties.action.oneOf.map((entry) => entry.const);	CODE
CRITICAL	packages/web/server/lib/agent-tool/runtime.test.js	304	expect(tools.openchamber.input.properties.action.oneOf.map((entry) => entry.const)).not.toContain('knowledge.list');	CODE
CRITICAL	packages/web/server/lib/agent-tool/runtime.test.js	353	expect(tool.openchamber.input.properties.action.oneOf.map((entry) => entry.const)).toContain('session.moveToWorktree	CODE
CRITICAL	packages/web/server/lib/agent-tool/runtime.test.js	400	const controlActions = tool.openchamber.input.properties.action.oneOf.map((entry) => entry.const);	CODE
CRITICAL	packages/web/server/lib/agent-tool/runtime.test.js	401	const webActions = tool.openchamber_web.input.properties.action.oneOf.map((entry) => entry.const);	CODE
CRITICAL	packages/web/server/lib/agent-tool/runtime.test.js	498	expect(tools.openchamber_workflow.input.properties.action.oneOf.map((entry) => entry.const)).toEqual([	CODE
CRITICAL	packages/web/server/lib/agent-tool/runtime.test.js	725	const scheduleActions = tools.openchamber_schedule.input.properties.action.oneOf.map((entry) => entry.const);	CODE
CRITICAL	packages/web/server/lib/agent-tool/runtime.test.js	727	expect(tools.openchamber.input.properties.action.oneOf.map((entry) => entry.const).filter((action) => action.startsW	CODE
CRITICAL	packages/web/server/lib/github/mutations.js	262	\|\| !isProviderString(pr.base.repo.owner.login) \|\| !pr.base.repo.owner.login.trim()	CODE
CRITICAL	packages/web/server/lib/git/network-operations.test.js	3051	expect(operation.credentialResolver.resolve.mock.calls.map(([input]) => input.credentialId))	CODE

Fake / Example Data37 hits · 38 pts

Severity	File	Line	Snippet	Context
LOW⚡	…ckages/ui/src/components/views/branchDiffScope.test.ts	320	'placeholder'	CODE
LOW⚡	…ckages/ui/src/components/views/branchDiffScope.test.ts	328	expect(captured.entries?.get(pathsKey)).toBe('placeholder');	CODE
LOW⚡	…ckages/ui/src/components/views/branchDiffScope.test.ts	334	expect(captured.entries?.get(pathsKey)).toBe('placeholder');	CODE
LOW	…ckages/ui/src/components/views/branchDiffScope.test.ts	371	captured.entries = useRangeKeyedCache<string>(rangeKey, pathsKey, currentFetcher, 'placeholder');	CODE
LOW	…ckages/ui/src/components/views/branchDiffScope.test.ts	418	'placeholder'	CODE
LOW	…ckages/ui/src/components/views/branchDiffScope.test.ts	426	expect(captured.entries?.get('src/first.ts')).toBe('placeholder');	CODE
LOW	packages/ui/src/components/views/git/gitGraph.test.ts	14	author_email: 'test@test.com',	CODE
LOW	…omponents/session/sidebar/shell/SidebarHeader.test.tsx	97	expect(inputs[0]?.getAttribute('placeholder')).toBe('Search sessions...');	CODE
LOW	packages/ui/src/lib/browser/pageActions.test.ts	332	<div id="by-mousedown"><span class="placeholder">Add a monitor</span></div>	CODE
LOW	packages/ui/src/lib/browser/annotationOverlay.ts	157	var INTERESTING_ATTRS = ['id', 'class', 'name', 'type', 'href', 'src', 'alt', 'title', 'role', 'placeholder', 'aria-la	CODE
LOW	packages/ui/src/lib/browser/pageActions.ts	51	var placeholder = element.getAttribute('placeholder');	CODE
LOW	packages/ui/src/lib/i18n/messages/ko.settings.ts	805	'settings.gitIdentities.editor.field.userNamePlaceholder': 'John Doe',	CODE
LOW	packages/ui/src/lib/i18n/messages/en.settings.ts	837	'settings.gitIdentities.editor.field.userNamePlaceholder': 'John Doe',	CODE
LOW	packages/ui/src/lib/i18n/messages/tr.settings.ts	810	'settings.gitIdentities.editor.field.userNamePlaceholder': 'John Doe',	CODE
LOW	packages/ui/src/lib/i18n/messages/es.settings.ts	805	"settings.gitIdentities.editor.field.userNamePlaceholder": "John Doe",	CODE
LOW	packages/ui/src/lib/i18n/messages/pt-BR.settings.ts	805	"settings.gitIdentities.editor.field.userNamePlaceholder": "John Doe",	CODE
LOW	packages/ui/src/lib/i18n/messages/nl.settings.ts	838	'settings.gitIdentities.editor.field.userNamePlaceholder': 'John Doe',	CODE
LOW	packages/ui/src/lib/i18n/messages/fr.settings.ts	708	'settings.gitIdentities.editor.field.userNamePlaceholder': 'John Doe',	CODE
LOW	packages/web/server/lib/agent-tool/runtime.test.js	699	expect(Object.keys(tools.openchamber_secret.input.properties.parameters.properties).sort()).toEqual(['label', 'place	CODE
LOW	…lib/source-control/provider-routes.github.auth.test.js	96	return Response.json({ id: 7, login: 'user', email: 'user@example.com' });	CODE
LOW	…ages/web/server/lib/source-control/provider-id.test.js	5	it.each(['alice', 'jane@corp.com', 'first+tag', 'Jane Doe', 'a.b_c-d', '~user!', 'x'.repeat(256)])('takes %j', (value)	CODE
LOW	…er/lib/source-control/provider-publication-freeze.json	32	"placeholder": "https://github.example.com",	CODE
LOW	…er/lib/source-control/provider-publication-freeze.json	128	"placeholder": "https://gitlab.example.com"	CODE
LOW	…er/lib/source-control/provider-publication-freeze.json	215	"placeholder": "https://gitea.example.com"	CODE
LOW	…er/lib/source-control/provider-publication-freeze.json	378	"placeholder": "https://gerrit.example.com"	CODE
LOW	packages/sdk/examples/config-editor/panel/main.js	263	${Fo}`;var Bo="oc-sdk-ui-style",Se=(e)=>{while(e.firstChild)e.removeChild(e.firstChild)},G=(e)=>{let r=document.getEleme	CODE
LOW	packages/sdk/examples/hello-kit/panel/main.js	263	${Wo}`;var jo="oc-sdk-ui-style",me=(e)=>{while(e.firstChild)e.removeChild(e.firstChild)},k=(e)=>{let r=document.getEleme	CODE
LOW	packages/sdk/examples/tasks-demo/panel/page.js	263	${yn}`;var bn="oc-sdk-ui-style",Ne=(e)=>{while(e.firstChild)e.removeChild(e.firstChild)},B=(e)=>{let t=document.getEleme	CODE
LOW	packages/sdk/examples/tasks-demo/panel/attach.js	263	${pn}`;var dn="oc-sdk-ui-style",Ae=(e)=>{while(e.firstChild)e.removeChild(e.firstChild)},U=(e)=>{let t=document.getEleme	CODE
LOW	packages/sdk/examples/tasks-demo/panel/main.js	263	${yn}`;var bn="oc-sdk-ui-style",Ne=(e)=>{while(e.firstChild)e.removeChild(e.firstChild)},B=(e)=>{let t=document.getEleme	CODE
LOW	…kages/sdk/examples/browser-provider-stub/panel/main.js	263	${Ro}`;var vo="oc-sdk-ui-style";var G=(e)=>{let r=document.getElementById(vo);if(r instanceof HTMLStyleElement){if(r.tex	CODE
LOW	…ages/sdk/examples/source-control-provider/package.json	46	"placeholder": "https://gitea.example.com"	CODE
LOW	packages/sdk/examples/github-token/panel/main.js	263	${Sn}`;var xn="oc-sdk-ui-style",$e=(e)=>{while(e.firstChild)e.removeChild(e.firstChild)},q=(e)=>{let t=document.getEleme	CODE
LOW	packages/sdk/examples/notification-webhook/package.json	29	"placeholder": "http://127.0.0.1:4567"	CODE
LOW	packages/sdk/examples/service-echo/panel/main.js	263	${Uo}`;var No="oc-sdk-ui-style",Ee=(e)=>{while(e.firstChild)e.removeChild(e.firstChild)},H=(e)=>{let r=document.getEleme	CODE
LOW	packages/sdk/src/ui/search.ts	33	setAttr(input, 'placeholder', placeholder);	CODE
LOW	packages/sdk/src/ui/field.ts	44	setAttr(input, 'placeholder', props.placeholder);	CODE

Cross-Language Confusion (JS/TS)2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	packages/web/bin/lib/cli-args.js	972	elif [[ \$words[2] == "profile" ]] && (( CURRENT == 3 )); then	CODE
HIGH	packages/web/bin/lib/cli-args.js	974	elif [[ \$words[2] == "completion" ]] && (( CURRENT == 3 )); then	CODE

Verbosity Indicators4 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW⚡	scripts/test-release-build.sh	184	# Step 1: Install dependencies	COMMENT
LOW⚡	scripts/test-release-build.sh	188	# Step 2: Build UI package	COMMENT
LOW⚡	scripts/test-release-build.sh	192	# Step 3: Build Desktop for each target	COMMENT
LOW	scripts/test-release-build.sh	217	# Step 4: Show results	COMMENT

Structural Annotation Overuse4 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW⚡	scripts/test-release-build.sh	184	# Step 1: Install dependencies	COMMENT
LOW⚡	scripts/test-release-build.sh	188	# Step 2: Build UI package	COMMENT
LOW⚡	scripts/test-release-build.sh	192	# Step 3: Build Desktop for each target	COMMENT
LOW	scripts/test-release-build.sh	217	# Step 4: Show results	COMMENT

AI Slop Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	…ckages/ui/src/components/chat/composer/editor/theme.ts	72	// iOS cursor drawing reads) behind the hint text. Absolutely positioned at	COMMENT
MEDIUM	packages/ui/src/apps/mobileConnections.ts	1407	// hot-switch if a better one is reachable — the seamless "LAN at home ⇄ relay	COMMENT

Modern AI Meta-Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	…/ui/src/components/chat/lib/turns/turnMessageWindow.ts	4	// long agentic turn mounted every step at once whenever any part of it was on	COMMENT
MEDIUM	packages/web/server/lib/agent-memory/threat-patterns.js	37	// Aimed at the guardrails themselves.	COMMENT

Redundant / Tautological Comments2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	scripts/install.sh	36	# Check if a command exists	COMMENT
LOW	scripts/install.sh	66	# Check if running inside an npm/pnpm/yarn/bun context	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/ui/src/lib/responseStyle.ts	21	return "Cut the filler. No 'Great question', no 'Certainly', no 'I'll help you with that', no restating what I jus	CODE

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/test-release-build.sh	13	# Usage:	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…kages/web/server/lib/dictation/local/worker-process.js	125	async function handleRequest(message) {	CODE

openchamber/openchamber

Open-Source Code Quality, Security and Technical Debt Review