diff --git a/frontend/src/lib/components/assets/AssetGraph/AssetGraphCanvas.svelte b/frontend/src/lib/components/assets/AssetGraph/AssetGraphCanvas.svelte
index dd47a1f5c9..388c8fae30 100644
--- a/frontend/src/lib/components/assets/AssetGraph/AssetGraphCanvas.svelte
+++ b/frontend/src/lib/components/assets/AssetGraph/AssetGraphCanvas.svelte
@@ -22,7 +22,11 @@
 	import AssetGraphEdge from './AssetGraphEdge.svelte'
 	import PanToNode from './PanToNode.svelte'
 	import InitialFitView from './InitialFitView.svelte'
-	import { layoutAssetGraph, PIPELINE_NODE_EXTRA_ROW } from './assetGraphLayout'
+	import {
+		layoutAssetGraph,
+		PIPELINE_NODE_EXTRA_ROW,
+		PIPELINE_NODE_HEADER
+	} from './assetGraphLayout'
 	import {
 		assetsOnlyView,
 		upstreamDeletion,
@@ -1430,12 +1434,17 @@
 										: `${upstream.trigger.label}${upstream.trigger.draft ? ' · draft' : ''}`,
 							runState: 'runState' in upstream && !!upstream.runState,
 							chipIcon: foldedErrors > 0,
-							scriptChips:
+							header:
 								'runnableId' in upstream
-									? 1
-									: 'scripts' in upstream
-										? (upstream.scripts?.length ?? 0)
-										: 0
+									? { label: upstream.summary || upstream.path, icons: 1 }
+									: 'scripts' in upstream && upstream.scripts?.length
+										? upstream.scripts.length === 1
+											? {
+													label: upstream.scripts[0].summary || upstream.scripts[0].path,
+													icons: 1
+												}
+											: { label: `${upstream.scripts.length} scripts`, icons: 2 }
+										: undefined
 						})
 					: undefined
 			return {
@@ -1583,7 +1592,11 @@
 			)
 	})
 	let layoutPositions = $derived(
-		layoutAssetGraph(layoutInput, ADD_NODE_ID, assetsOnly ? PIPELINE_NODE_EXTRA_ROW : 0)
+		layoutAssetGraph(
+			layoutInput,
+			ADD_NODE_ID,
+			assetsOnly ? PIPELINE_NODE_EXTRA_ROW + PIPELINE_NODE_HEADER : 0
+		)
 	)
 
 	/** Assets-only asset cards size to their text; every other node is `NODE.width`. */
diff --git a/frontend/src/lib/components/assets/AssetGraph/AssetNode.svelte b/frontend/src/lib/components/assets/AssetGraph/AssetNode.svelte
index e7d80da8c1..9f2f486889 100644
--- a/frontend/src/lib/components/assets/AssetGraph/AssetNode.svelte
+++ b/frontend/src/lib/components/assets/AssetGraph/AssetNode.svelte
@@ -19,6 +19,7 @@
 		ShieldCheck,
 		ShieldAlert,
 		CheckCircle2,
+		ChevronDown,
 		CircleSlash,
 		Trash2,
 		XCircle
@@ -244,8 +245,7 @@
 		const n = upstream && 'scripts' in upstream ? upstream.scripts.length : 1
 		return `${n} script${n === 1 ? '' : 's'}`
 	})
-	const CHIP_CLASS =
-		'shrink-0 h-5 min-w-5 rounded-md border bg-surface text-secondary hover:bg-surface-hover border-gray-300 dark:border-gray-600'
+	const HEADER_SELECTED = 'bg-surface-accent-selected hover:bg-surface-accent-selected text-accent'
 	const CHIP_SELECTED =
 		'bg-surface-accent-selected border-border-selected hover:bg-surface-accent-selected text-accent'
 	let producer = $derived(upstream && 'path' in upstream ? upstream : undefined)
@@ -322,37 +322,72 @@
 	)
 </script>
 
-{#snippet scriptChip(sc: {
-	path: string
-	summary?: string
-	language?: ScriptLang
-	unsaved?: boolean
-	selected?: boolean
-	onOpen: () => void
-})}
-	<button
-		type="button"
-		class={twMerge(
-			CHIP_CLASS,
-			'grid place-items-center px-1',
-			sc.unsaved && 'border-dashed border-gray-400 dark:border-gray-500',
-			sc.selected && CHIP_SELECTED
-		)}
-		title={`Open ${sc.summary ? `${sc.summary} (${sc.path})` : sc.path}${sc.unsaved ? ' · draft' : ''}`}
-		aria-label="Open the script that produces this asset"
-		onpointerdown={(e) => e.stopPropagation()}
-		onkeydown={(e) => e.stopPropagation()}
-		onclick={(e) => {
-			e.stopPropagation()
-			sc.onOpen()
-		}}
-	>
-		{#if sc.language}
-			<LanguageIcon lang={sc.language} width={12} height={12} />
-		{:else}
-			<Code2 size={12} />
-		{/if}
-	</button>
+{#snippet scriptHeader()}
+	<!-- The script building this asset, folded into it: a strip across the top
+	     naming it, which opens it. Several scripts open a menu to pick one. -->
+	{@const one = producer ?? (coProducers.length === 1 ? coProducers[0] : undefined)}
+	{@const headerClass = twMerge(
+		'flex items-center gap-1.5 w-full min-w-0 px-2 text-3xs font-normal leading-none text-secondary hover:bg-surface-hover hover:text-primary'
+	)}
+	{#if one}
+		{@const isSelected = producer ? !!producer.selected : coSelected}
+		<button
+			type="button"
+			class={twMerge(headerClass, isSelected && HEADER_SELECTED)}
+			title={`Open ${one.summary ? `${one.summary} (${one.path})` : one.path}${one.unsaved ? ' · draft' : ''}`}
+			onpointerdown={(e) => e.stopPropagation()}
+			onkeydown={(e) => e.stopPropagation()}
+			onclick={(e) => {
+				e.stopPropagation()
+				one.onOpen()
+			}}
+		>
+			{#if one.language}
+				<LanguageIcon lang={one.language} width={11} height={11} />
+			{:else}
+				<Code2 size={11} class="shrink-0" />
+			{/if}
+			<span class="truncate">{one.summary || one.path}</span>
+			{#if one.unsaved}<span class="shrink-0 text-tertiary">draft</span>{/if}
+			{#if producer?.runState}
+				<RunStateChip runState={producer.runState} class="ml-auto h-4 px-1 rounded" />
+			{/if}
+		</button>
+	{:else if coProducers.length > 1}
+		<!-- svelte-ignore a11y_no_static_element_interactions -->
+		<div
+			class="w-full min-w-0 flex"
+			onpointerdown={(e) => e.stopPropagation()}
+			onkeydown={(e) => e.stopPropagation()}
+		>
+			<DropdownV2
+				items={coProducerItems}
+				placement="bottom-start"
+				bind:open={scriptMenuOpen}
+				fixedHeight={false}
+				usePointerDownOutside
+				enableFlyTransition
+				class="w-full"
+			>
+				{#snippet buttonReplacement()}
+					<span
+						class={twMerge(headerClass, 'h-full', (coSelected || scriptMenuOpen) && HEADER_SELECTED)}
+						title={`Built by ${coProducers.length} scripts: pick one to open`}
+					>
+						{#each coProducers.slice(0, 2) as sc (sc.path)}
+							{#if sc.language}
+								<LanguageIcon lang={sc.language} width={11} height={11} />
+							{:else}
+								<Code2 size={11} class="shrink-0" />
+							{/if}
+						{/each}
+						<span class="truncate">{coProducers.length} scripts</span>
+						<ChevronDown size={11} class="shrink-0 ml-auto" />
+					</span>
+				{/snippet}
+			</DropdownV2>
+		</div>
+	{/if}
 {/snippet}
 
 {#snippet upstreamRow()}
@@ -436,6 +471,7 @@
 			{selected}
 			tone={data.error ? 'error' : undefined}
 			subtitle={upstream ? upstreamRow : undefined}
+			header={producer || coProducers.length > 0 ? scriptHeader : undefined}
 			width={data.width}
 			surface={upstream ? 'primary' : 'secondary'}
 		>
@@ -554,50 +590,6 @@
 						<History size={12} />
 					</span>
 				{/if}
-				{#if producer}
-					{#if producer.runState}
-						<RunStateChip runState={producer.runState} class="mr-1 h-5 px-1.5 rounded-md" />
-					{/if}
-					{@render scriptChip(producer)}
-				{:else if coProducers.length === 1}
-					{@render scriptChip({ ...coProducers[0], selected: coSelected })}
-				{:else if coProducers.length > 1}
-					<!-- Several scripts build this table: the first two languages and a
-					     count, opening a menu to pick which one to open. -->
-					<!-- svelte-ignore a11y_no_static_element_interactions -->
-					<div onpointerdown={(e) => e.stopPropagation()} onkeydown={(e) => e.stopPropagation()}>
-						<DropdownV2
-							items={coProducerItems}
-							placement="bottom-end"
-							bind:open={scriptMenuOpen}
-							fixedHeight={false}
-							usePointerDownOutside
-							enableFlyTransition
-						>
-							{#snippet buttonReplacement()}
-								<span
-									class={twMerge(
-										CHIP_CLASS,
-										'flex items-center gap-0.5 px-1',
-										(coSelected || scriptMenuOpen) && CHIP_SELECTED
-									)}
-									title={`Built by ${coProducers.length} scripts: pick one to open`}
-								>
-									{#each coProducers.slice(0, 2) as s (s.path)}
-										{#if s.language}
-											<LanguageIcon lang={s.language} width={12} height={12} />
-										{:else}
-											<Code2 size={12} />
-										{/if}
-									{/each}
-									{#if coProducers.length > 2}
-										<span class="text-3xs leading-none">+{coProducers.length - 2}</span>
-									{/if}
-								</span>
-							{/snippet}
-						</DropdownV2>
-					</div>
-				{/if}
 			{/snippet}
 		</PipelineNodeCard>
 	</NodeActionsMenu>
diff --git a/frontend/src/lib/components/assets/AssetGraph/PipelineNodeCard.svelte b/frontend/src/lib/components/assets/AssetGraph/PipelineNodeCard.svelte
index f4dc36fb72..82765e53b1 100644
--- a/frontend/src/lib/components/assets/AssetGraph/PipelineNodeCard.svelte
+++ b/frontend/src/lib/components/assets/AssetGraph/PipelineNodeCard.svelte
@@ -6,7 +6,11 @@ and the controls hung around the card.
 -->
 <script lang="ts">
 	import { NODE } from '$lib/components/graph/util'
-	import { PIPELINE_NODE_EXTRA_ROW, PIPELINE_NODE_HEIGHT } from './assetGraphLayout'
+	import {
+		PIPELINE_NODE_EXTRA_ROW,
+		PIPELINE_NODE_HEADER,
+		PIPELINE_NODE_HEIGHT
+	} from './assetGraphLayout'
 	import { twMerge } from 'tailwind-merge'
 	import type { Snippet } from 'svelte'
 
@@ -34,6 +38,9 @@ and the controls hung around the card.
 		width?: number
 		/** A line under the title, in the text column. */
 		subtitle?: Snippet
+		/** A tab on the card's top edge. Only on a card without `onclick`, since it
+		 * may hold buttons of its own. */
+		header?: Snippet
 	}
 
 	let {
@@ -49,6 +56,7 @@ and the controls hung around the card.
 		leading,
 		trailing,
 		subtitle,
+		header,
 		width = NODE.width
 	}: Props = $props()
 
@@ -119,6 +127,19 @@ and the controls hung around the card.
 	>
 		{@render body()}
 	</button>
+{:else if header}
+	<!-- The header is a tab on the card's top edge, inset from its sides. -->
+	<div class="flex flex-col" style="width: {width}px;">
+		<div
+			class="mx-2 flex items-stretch min-w-0 rounded-t-md overflow-hidden bg-surface-secondary border border-b-0 border-gray-200 dark:border-gray-700"
+			style="height: {PIPELINE_NODE_HEADER}px;"
+		>
+			{@render header()}
+		</div>
+		<div class={cardClass} style="min-height: {minHeight}px;" title={tooltip}>
+			{@render body()}
+		</div>
+	</div>
 {:else}
 	<div
 		class={cardClass}
diff --git a/frontend/src/lib/components/assets/AssetGraph/assetGraphLayout.ts b/frontend/src/lib/components/assets/AssetGraph/assetGraphLayout.ts
index f48b8a7198..681a735915 100644
--- a/frontend/src/lib/components/assets/AssetGraph/assetGraphLayout.ts
+++ b/frontend/src/lib/components/assets/AssetGraph/assetGraphLayout.ts
@@ -21,6 +21,8 @@ const COMPONENT_GAP = SIBLING_GAP * 2
 
 /** Extra height of an assets-only node: the trigger chip under its title. */
 export const PIPELINE_NODE_EXTRA_ROW = 16
+/** Height of the header strip naming an assets-only node's producing script. */
+export const PIPELINE_NODE_HEADER = 22
 
 interface GraphInput {
 	/** `width` defaults to `NODE.width`. */
diff --git a/frontend/src/lib/components/assets/AssetGraph/assetNodeWidth.ts b/frontend/src/lib/components/assets/AssetGraph/assetNodeWidth.ts
index d2eef08933..09e56eb14a 100644
--- a/frontend/src/lib/components/assets/AssetGraph/assetNodeWidth.ts
+++ b/frontend/src/lib/components/assets/AssetGraph/assetNodeWidth.ts
@@ -18,8 +18,8 @@ function textWidth(text: string, rem: number): number {
 
 /**
  * Width of an assets-only asset card, from the pieces `PipelineNodeCard` and
- * `AssetNode` lay out: icon, the widest of kind / title / trigger chip, and the
- * run and script chips. The numbers mirror their Tailwind spacing; change one
+ * `AssetNode` lay out: icon and the widest of kind / title / trigger chip, or the
+ * header naming the producing script, if wider. The numbers mirror their Tailwind spacing; change one
  * and the other drifts. Clamped to the regular node width, past which the title
  * truncates as usual.
  */
@@ -30,8 +30,9 @@ export function assetsOnlyNodeWidth(n: {
 	/** The chip leads with an icon (the folded-errors Fix chip). */
 	chipIcon?: boolean
 	runState: boolean
-	/** Producing scripts: one chip for one, two icons and a "+N" for more. */
-	scriptChips: number
+	/** The header's text (a script's summary or path, "N scripts"), with its icon
+	 * count; undefined without a header. */
+	header?: { label: string; icons: number }
 }): number {
 	const icon = 12 + 14 + 10
 	const text = Math.max(
@@ -39,14 +40,18 @@ export function assetsOnlyNodeWidth(n: {
 		textWidth(n.title, 0.75),
 		textWidth(n.chip, 0.65) + 12 + 2 + (n.chipIcon ? 14 : 0)
 	)
-	// The run chip is sized for a two-digit count, so a new run never re-lays the graph.
-	const scripts =
-		n.scriptChips === 0
-			? 0
-			: n.scriptChips === 1
-				? 20
-				: 8 + 2 + 12 * 2 + 2 + (n.scriptChips > 2 ? textWidth(`+${n.scriptChips - 2}`, 0.65) + 2 : 0)
-	const trailing = (n.runState ? 12 + 10 + 2 + textWidth('×99', 0.65) + 4 : 0) + scripts + 8
-	const width = Math.ceil(icon + text + 4 + trailing + 2 + 8)
-	return Math.min(NODE.width, Math.max(MIN_WIDTH, width))
+	const body = Math.ceil(icon + text + 4 + 8 + 2 + 8)
+	// Header: px-2, icons with gap-1.5, the label, then the run chip (sized for a
+	// two-digit count, so a new run never re-lays the graph) or the menu chevron.
+	const header = n.header
+		? Math.ceil(
+				8 +
+					n.header.icons * (11 + 6) +
+					textWidth(n.header.label, 0.65) +
+					6 +
+					(n.runState ? 11 + 4 + textWidth('×99', 0.65) + 8 : 11) +
+					8
+			)
+		: 0
+	return Math.min(NODE.width, Math.max(MIN_WIDTH, body, header))
 }