diff --git a/web/src/lib/actions/gridKeyNav.ts b/web/src/lib/actions/gridKeyNav.ts
index 95fc936..274626a 100644
--- a/web/src/lib/actions/gridKeyNav.ts
+++ b/web/src/lib/actions/gridKeyNav.ts
@@ -17,6 +17,7 @@ import { filters } from '$lib/stores/filters.svelte';
 import { closePreview, openPreview, preview } from '$lib/stores/preview.svelte';
 import {
 	clearSelection,
+	focusAfter,
 	indexOf,
 	selectRange,
 	selection,
@@ -218,6 +219,12 @@ export function gridKeyNav(node: HTMLElement, params: GridKeyNavParams = {}) {
 			toast.error(err instanceof Error ? err.message : 'Archive failed');
 			return;
 		}
+		// Move focus forward before the photos query refetches, so the
+		// user can keep X-ing through the timeline without their cursor
+		// snapping back to photo[0]. Walks past every uid we just
+		// archived/restored — relevant when the cull targets came from a
+		// multi-selection rather than the single focused tile.
+		focusAfter(ids);
 		invalidatePhotos(ids);
 		const label = target ? `Archived ${ids.length}` : `Restored ${ids.length}`;
 		toast.success(label);
@@ -344,12 +351,27 @@ export function gridKeyNav(node: HTMLElement, params: GridKeyNavParams = {}) {
 			return;
 		}
 		try {
-			await addToHeap(heap.UID, ids);
+			const { added } = await addToHeap(heap.UID, ids);
 			void queryClient.invalidateQueries({ queryKey: ['heaps'] });
 			void queryClient.invalidateQueries({ queryKey: ['photos'] });
-			toast.success(`Added ${ids.length} → ${heap.Title}`);
-			pushUndo(`Added ${ids.length} to ${heap.Title}`, async () => {
-				await removeFromHeap(heap.UID, ids);
+			// PhotoPrism returns 200 even when nothing was added — distinguish
+			// "really added N" from "skipped all N" so the toast tells the
+			// truth.
+			if (added.length === 0) {
+				toast.error(`Nothing added to ${heap.Title}`, {
+					description: `PhotoPrism rejected all ${ids.length} UIDs (already in heap, or not indexed).`
+				});
+				return;
+			}
+			if (added.length < ids.length) {
+				toast.success(`Added ${added.length}/${ids.length} → ${heap.Title}`, {
+					description: 'The rest were already in this heap.'
+				});
+			} else {
+				toast.success(`Added ${added.length} → ${heap.Title}`);
+			}
+			pushUndo(`Added ${added.length} to ${heap.Title}`, async () => {
+				await removeFromHeap(heap.UID, added);
 				void queryClient.invalidateQueries({ queryKey: ['heaps'] });
 				void queryClient.invalidateQueries({ queryKey: ['photos'] });
 			});
diff --git a/web/src/lib/components/sidebar/BulkMetadataSidebar.svelte b/web/src/lib/components/sidebar/BulkMetadataSidebar.svelte
index 8084be6..b6a07c6 100644
--- a/web/src/lib/components/sidebar/BulkMetadataSidebar.svelte
+++ b/web/src/lib/components/sidebar/BulkMetadataSidebar.svelte
@@ -119,10 +119,10 @@
 	}
 
 	const COLOR_SWATCHES: { key: string; bg: string; title: string }[] = [
-		{ key: 'red', bg: 'bg-red-500', title: 'Red' },
-		{ key: 'orange', bg: 'bg-orange-500', title: 'Orange' },
-		{ key: 'yellow', bg: 'bg-yellow-400', title: 'Yellow' },
-		{ key: 'green', bg: 'bg-green-500', title: 'Green' }
+		{ key: 'red', bg: 'bg-red-500', title: 'Red — reject' },
+		{ key: 'orange', bg: 'bg-orange-500', title: 'Orange — review' },
+		{ key: 'yellow', bg: 'bg-yellow-400', title: 'Yellow — pick' },
+		{ key: 'green', bg: 'bg-green-500', title: 'Green — keep' }
 	];
 
 	async function applyKeyword() {
diff --git a/web/src/lib/components/sidebar/RightSidebar.svelte b/web/src/lib/components/sidebar/RightSidebar.svelte
index 2e6b0e1..894276a 100644
--- a/web/src/lib/components/sidebar/RightSidebar.svelte
+++ b/web/src/lib/components/sidebar/RightSidebar.svelte
@@ -15,6 +15,7 @@
 		ExternalLink,
 		Heart,
 		ImageIcon,
+		Loader2,
 		Lock,
 		MapPin,
 		Star,
@@ -244,11 +245,14 @@
 		void applyMark({ color: value });
 	}
 
+	// Tooltips follow the Lightroom culling convention so the swatches
+	// read as actions, not just colors. Red = reject, Yellow = pick,
+	// Green = keep, Orange = review-later.
 	const COLOR_SWATCHES: { key: string; bg: string; title: string }[] = [
-		{ key: 'red', bg: 'bg-red-500', title: 'Red' },
-		{ key: 'orange', bg: 'bg-orange-500', title: 'Orange' },
-		{ key: 'yellow', bg: 'bg-yellow-400', title: 'Yellow' },
-		{ key: 'green', bg: 'bg-green-500', title: 'Green' }
+		{ key: 'red', bg: 'bg-red-500', title: 'Red — reject' },
+		{ key: 'orange', bg: 'bg-orange-500', title: 'Orange — review' },
+		{ key: 'yellow', bg: 'bg-yellow-400', title: 'Yellow — pick' },
+		{ key: 'green', bg: 'bg-green-500', title: 'Green — keep' }
 	];
 
 	const photoMark = $derived<PhotoMark>(marksQuery.data?.[photo.UID] ?? {});
@@ -314,6 +318,11 @@
 			onkeydown={(e) => e.key === 'Enter' && (e.currentTarget as HTMLInputElement).blur()}
 			title={renaming ? 'Renaming…' : 'Click to rename file on disk'}
 		/>
+		<!-- Inline spinner next to the filename so the user sees the rename
+		     in flight without having to scan to the bottom of the sidebar. -->
+		{#if renaming}
+			<Loader2 class="h-3 w-3 shrink-0 animate-spin text-muted-foreground" />
+		{/if}
 		<button
 			class="rounded p-1 hover:bg-accent disabled:opacity-50"
 			class:text-red-500={photo.Favorite}
diff --git a/web/src/lib/components/timeline/BulkActionBar.svelte b/web/src/lib/components/timeline/BulkActionBar.svelte
index 8aa30b3..6b3b19d 100644
--- a/web/src/lib/components/timeline/BulkActionBar.svelte
+++ b/web/src/lib/components/timeline/BulkActionBar.svelte
@@ -14,7 +14,12 @@
 		type PpAlbum
 	} from '$lib/services/photoprism';
 	import { batchEdit } from '$lib/services/batch';
-	import { clearSelection, selection, setFocused } from '$lib/stores/selection.svelte';
+	import {
+		clearSelection,
+		focusAfter,
+		selection,
+		setFocused
+	} from '$lib/stores/selection.svelte';
 	import { filters } from '$lib/stores/filters.svelte';
 	import { popAndRun, push as pushUndo, undoStack } from '$lib/stores/undo.svelte';
 	import { isAuthenticated } from '$lib/stores/session.svelte';
@@ -98,6 +103,10 @@
 					await batchRestore(ids);
 					void qc.invalidateQueries({ queryKey: ['photos'] });
 				});
+				// Advance focus to the photo immediately after the archived
+				// set before the multi-selection is dropped — lets the user
+				// keep stepping through the timeline with X.
+				focusAfter(ids);
 				clearSelection();
 				toast.success(`Archived ${ids.length}`);
 			} catch (err) {
@@ -173,11 +182,27 @@
 		heapPickerOpen = false;
 		await withBusy(async () => {
 			try {
-				await addToHeap(heap.UID, ids);
+				const { added } = await addToHeap(heap.UID, ids);
 				qc.invalidateQueries({ queryKey: ['heaps'] });
-				toast.success(`Added ${ids.length} → ${heap.Title}`);
-				pushUndo(`Added ${ids.length} to ${heap.Title}`, async () => {
-					await removeFromHeap(heap.UID, ids);
+				// PhotoPrism returns 200 even when nothing was added (UIDs
+				// already present or unknown to the index) — surface the
+				// real delta so the user isn't fooled by a green toast over
+				// a no-op.
+				if (added.length === 0) {
+					toast.error(`Nothing added to ${heap.Title}`, {
+						description: `PhotoPrism rejected all ${ids.length} UIDs (already in heap, or not indexed).`
+					});
+					return;
+				}
+				if (added.length < ids.length) {
+					toast.success(`Added ${added.length}/${ids.length} → ${heap.Title}`, {
+						description: 'The rest were already in this heap.'
+					});
+				} else {
+					toast.success(`Added ${added.length} → ${heap.Title}`);
+				}
+				pushUndo(`Added ${added.length} to ${heap.Title}`, async () => {
+					await removeFromHeap(heap.UID, added);
 					qc.invalidateQueries({ queryKey: ['heaps'] });
 				});
 				clearSelection();
diff --git a/web/src/lib/components/timeline/PhotoGrid.svelte b/web/src/lib/components/timeline/PhotoGrid.svelte
index 52be5cc..dc12e1a 100644
--- a/web/src/lib/components/timeline/PhotoGrid.svelte
+++ b/web/src/lib/components/timeline/PhotoGrid.svelte
@@ -13,6 +13,7 @@
 	helpers.
 -->
 <script lang="ts">
+	import { untrack } from 'svelte';
 	import {
 		isSelected,
 		selection,
@@ -40,6 +41,26 @@
 	const order = $derived(photos.map((p) => p.UID));
 	$effect(() => {
 		setOrder(order);
+		// Re-anchor focus when the previously focused photo isn't part of
+		// this grid — covers drilling into a /tags category from any
+		// other view, where the selection.focused module state would
+		// otherwise leak across surfaces and the new grid would render
+		// with no tile highlighted. Crucially we only re-anchor when the
+		// uid is *absent*, so refetches that keep the focused photo
+		// around (e.g. after `focusAfter` set the next photo on archive)
+		// don't snap focus back to photos[0].
+		untrack(() => {
+			if (order.length === 0) {
+				setFocused(null);
+				selection.ids.clear();
+				return;
+			}
+			const cur = selection.focused;
+			if (cur && order.includes(cur)) return;
+			setFocused(order[0]);
+			setAnchor(order[0]);
+			selection.ids.clear();
+		});
 	});
 
 	function onClick(e: MouseEvent, uid: string) {
diff --git a/web/src/lib/services/photoprism.ts b/web/src/lib/services/photoprism.ts
index f8b8a6a..948ed90 100644
--- a/web/src/lib/services/photoprism.ts
+++ b/web/src/lib/services/photoprism.ts
@@ -500,8 +500,19 @@ export async function deleteHeap(uid: string): Promise<void> {
 	await http.delete(`/albums/${uid}`);
 }
 
-export async function addToHeap(uid: string, photos: string[]): Promise<void> {
-	await http.post(`/albums/${uid}/photos`, { photos });
+/**
+ * PhotoPrism returns `{ code, message, album, photos: [uids in album], added: [delta] }`.
+ * Surface `added` so callers can detect "200-but-nothing-happened" — PhotoPrism
+ * silently skips UIDs that are missing from the index or already in the album,
+ * which used to look like a successful add to the user.
+ */
+export interface AddToHeapResult {
+	added: string[];
+}
+
+export async function addToHeap(uid: string, photos: string[]): Promise<AddToHeapResult> {
+	const { data } = await http.post<{ added?: string[] }>(`/albums/${uid}/photos`, { photos });
+	return { added: data.added ?? [] };
 }
 
 export async function removeFromHeap(uid: string, photos: string[]): Promise<void> {
diff --git a/web/src/lib/stores/selection.svelte.ts b/web/src/lib/stores/selection.svelte.ts
index 4af5cca..cf21936 100644
--- a/web/src/lib/stores/selection.svelte.ts
+++ b/web/src/lib/stores/selection.svelte.ts
@@ -113,3 +113,51 @@ export function setFocused(uid: string | null): void {
 export function setAnchor(uid: string | null): void {
 	selection.anchor = uid;
 }
+
+/**
+ * Advance focus to the photo immediately after `excluded` in the current
+ * order, skipping any uid that's in `excluded`. Falls back to the closest
+ * non-excluded uid *before* the excluded set when the user is already at
+ * the tail. Returns `null` when nothing else is left.
+ *
+ * Used right after a mutation that removes the focused photo from the
+ * current view (archive / restore / approve / delete) — calling this
+ * *before* the photo cache refetches keeps focus stable instead of the
+ * effect-driven anchor falling back to photo[0].
+ */
+export function focusAfter(excluded: Iterable<string>): string | null {
+	const excludedSet = excluded instanceof Set ? excluded : new Set(excluded);
+	const order = selection.order;
+	if (order.length === 0) {
+		setFocused(null);
+		return null;
+	}
+	// Anchor index: prefer current focus, else the first excluded uid we
+	// can find (covers the case where focus was already null).
+	let anchorIdx = indexOf(selection.focused);
+	if (anchorIdx === -1) {
+		for (let i = 0; i < order.length; i++) {
+			if (excludedSet.has(order[i])) {
+				anchorIdx = i;
+				break;
+			}
+		}
+	}
+	if (anchorIdx === -1) return null;
+	for (let i = anchorIdx + 1; i < order.length; i++) {
+		if (!excludedSet.has(order[i])) {
+			setFocused(order[i]);
+			setAnchor(order[i]);
+			return order[i];
+		}
+	}
+	for (let i = anchorIdx - 1; i >= 0; i--) {
+		if (!excludedSet.has(order[i])) {
+			setFocused(order[i]);
+			setAnchor(order[i]);
+			return order[i];
+		}
+	}
+	setFocused(null);
+	return null;
+}
diff --git a/web/src/routes/+page.svelte b/web/src/routes/+page.svelte
index 63d9eaa..8a04345 100644
--- a/web/src/routes/+page.svelte
+++ b/web/src/routes/+page.svelte
@@ -191,6 +191,13 @@
 	 * append silently — we never want the focus to jump back to the top of
 	 * the timeline mid-scroll. `untrack` keeps Escape (which clears focus)
 	 * from immediately re-triggering this effect.
+	 *
+	 * Always re-anchors to photos[0] when pageCount lands on 1 (which
+	 * only happens on initial load or after a filter change resets the
+	 * infinite-query) so switching views drops the user back at the top
+	 * with a fresh focus cursor. Mid-flow mutations (archive / restore /
+	 * etc.) advance focus themselves via `focusAfter` and don't flip
+	 * pageCount, so they don't get clobbered by this re-anchor.
 	 */
 	$effect(() => {
 		// Re-read pageCount so the effect bottoms out cleanly on filter
@@ -204,10 +211,7 @@
 			// Only re-anchor focus on the very first page; later pages
 			// must not pull focus back to photo[0].
 			if (pages !== 1) return;
-			const cur = selection.focused;
-			if (!cur || !photos.some((p) => p.UID === cur)) {
-				setFocused(photos[0].UID);
-			}
+			setFocused(photos[0].UID);
 		});
 	});
 
@@ -658,6 +662,28 @@
 		e.preventDefault();
 		setSearch(searchDraft.trim());
 	}
+
+	// PhotoPrism's q-DSL is non-obvious; surfacing 4 working examples on
+	// focus turns the placeholder hint into a clickable cheat-sheet.
+	const SEARCH_EXAMPLES = [
+		'label:dog',
+		'keyword:vacation',
+		'taken:2024',
+		'"exact phrase"'
+	];
+	let searchFocused = $state(false);
+	function onSearchFocus() {
+		searchFocused = true;
+	}
+	function onSearchBlur() {
+		// Defer so a click on an example fires before the popover unmounts.
+		setTimeout(() => (searchFocused = false), 120);
+	}
+	function applySearchExample(ex: string) {
+		searchDraft = ex;
+		setSearch(ex);
+		searchFocused = false;
+	}
 </script>
 
 <Toolbar showRightToggle>
@@ -687,12 +713,14 @@
 			{emptyingArchive ? 'Emptying…' : 'Empty Archive'}
 		</button>
 	{/if}
-	<form class="flex items-center gap-1" onsubmit={onSearchSubmit}>
+	<form class="relative flex items-center gap-1" onsubmit={onSearchSubmit}>
 		<input
 			type="search"
 			placeholder='Search · label:website / "vacation"'
 			class="w-56 rounded border border-input bg-background px-2 py-0.5 text-xs shadow-sm focus:outline-none focus:ring-2 focus:ring-ring"
 			bind:value={searchDraft}
+			onfocus={onSearchFocus}
+			onblur={onSearchBlur}
 		/>
 		<button
 			type="submit"
@@ -713,6 +741,32 @@
 				✕
 			</button>
 		{/if}
+		<!--
+			Cheat-sheet popover: opens on input focus, lists working q-DSL
+			patterns. Clicking an example fills the input AND fires the
+			search, so it doubles as a one-click "try it" affordance.
+		-->
+		{#if searchFocused}
+			<div
+				class="absolute left-0 top-full z-50 mt-1 w-56 rounded-md border border-border bg-popover p-1.5 text-popover-foreground shadow-md"
+			>
+				<div class="px-1 pb-1 text-[10px] uppercase tracking-wide text-muted-foreground">
+					Examples
+				</div>
+				{#each SEARCH_EXAMPLES as ex (ex)}
+					<button
+						type="button"
+						class="block w-full rounded px-2 py-1 text-left font-mono text-[11px] hover:bg-accent"
+						onmousedown={(e) => {
+							e.preventDefault();
+							applySearchExample(ex);
+						}}
+					>
+						{ex}
+					</button>
+				{/each}
+			</div>
+		{/if}
 	</form>
 
 	{#snippet trailing()}
diff --git a/web/src/routes/tags/+page.svelte b/web/src/routes/tags/+page.svelte
index f51d6c7..a0b17f7 100644
--- a/web/src/routes/tags/+page.svelte
+++ b/web/src/routes/tags/+page.svelte
@@ -138,11 +138,15 @@
 		return out;
 	}
 
+	// Titles follow the Lightroom culling convention so users see the
+	// swatch's *intent* (reject/review/pick/keep), not just its color.
+	// Used both as tooltip on swatches and as the visible card label in
+	// the colors-tab picker grid below.
 	const COLOR_SWATCHES: { key: string; bg: string; title: string }[] = [
-		{ key: 'red', bg: 'bg-red-500', title: 'Red' },
-		{ key: 'orange', bg: 'bg-orange-500', title: 'Orange' },
-		{ key: 'yellow', bg: 'bg-yellow-400', title: 'Yellow' },
-		{ key: 'green', bg: 'bg-green-500', title: 'Green' }
+		{ key: 'red', bg: 'bg-red-500', title: 'Red — reject' },
+		{ key: 'orange', bg: 'bg-orange-500', title: 'Orange — review' },
+		{ key: 'yellow', bg: 'bg-yellow-400', title: 'Yellow — pick' },
+		{ key: 'green', bg: 'bg-green-500', title: 'Green — keep' }
 	];
 	interface ColorGroup {
 		key: string;