Add Prompt Builder sequence section order.

Copied scene text and the scene editor follow a persisted sectionOrder, with legacy saves keeping the default style/settings/set/characters/prompt order.

Co-authored-by: Cursor <cursoragent@cursor.com>

assets/css/display.css

@@ -347,7 +347,8 @@
 
 /* Grow until width or height hits the stage; letterbox/pillarbox via contain */
 .viewer-frame > img,
-.viewer-frame > video {
+.viewer-frame > video,
+.viewer-still {
   width: 100%;
   height: 100%;
   max-width: 100%;
@@ -356,40 +357,43 @@
   object-position: center;
 }
 
-.stage-chrome {
-  position: absolute;
-  top: 10px;
-  right: 10px;
-  left: 10px;
-  z-index: 5;
-  display: flex;
-  flex-direction: column;
-  align-items: stretch;
-  gap: 8px;
+.viewer-still--veiled {
+  opacity: 0;
   pointer-events: none;
 }
 
-.stage-chrome-top {
-  display: flex;
-  align-items: center;
-  justify-content: space-between;
-  gap: 10px;
+.viewer-frame--veiled .viewer-veil-label {
+  position: absolute;
+  z-index: 2;
+  margin: 0;
+  pointer-events: none;
 }
 
-.stage-chrome-top > *,
-.stage-actions {
-  pointer-events: auto;
+/* Top chrome is a sibling of the media pane — never absolute over pixels */
+.stage-chrome {
+  display: flex;
+  flex-wrap: wrap;
+  align-items: center;
+  gap: 8px;
+  flex-shrink: 0;
+  padding: 8px 10px;
+  border-bottom: 1px solid var(--line);
+  background: #0b0b0d;
+}
+
+.stage-chrome > .eye-viewer {
+  margin-left: auto;
 }
 
 .stage-library {
   display: inline-flex;
-  min-height: 44px;
+  min-height: 36px;
   align-items: center;
   gap: 6px;
   border: 1px solid var(--line);
   border-radius: 8px;
-  background: #000a;
-  padding: 0 14px;
+  background: #141416;
+  padding: 0 12px;
   color: var(--text);
   font: inherit;
   font-weight: 600;
@@ -408,15 +412,16 @@
 .stage-actions {
   display: flex;
   flex-wrap: wrap;
+  align-items: center;
   gap: 6px;
-  max-width: calc(100% - 108px);
 }
 
-.stage-actions button {
+.stage-actions > button,
+.stage-split-trigger {
   min-height: 36px;
   border: 1px solid var(--line);
   border-radius: 8px;
-  background: #000a;
+  background: #141416;
   color: var(--text);
   padding: 0 10px;
   font: inherit;
@@ -424,7 +429,8 @@
   cursor: pointer;
 }
 
-.stage-actions button:hover {
+.stage-actions > button:hover,
+.stage-split-trigger:hover {
   border-color: var(--amber);
 }
 
@@ -432,15 +438,64 @@
   color: #fca5a5;
 }
 
+.stage-split {
+  position: relative;
+}
+
+.stage-split-trigger {
+  display: inline-flex;
+  align-items: center;
+  gap: 4px;
+}
+
+.stage-split-trigger::after {
+  content: '▾';
+  color: var(--muted);
+  font-size: 11px;
+}
+
+.stage-split-menu {
+  position: absolute;
+  top: calc(100% + 4px);
+  left: 0;
+  z-index: 8;
+  display: flex;
+  min-width: 160px;
+  flex-direction: column;
+  gap: 2px;
+  border: 1px solid var(--line);
+  border-radius: 8px;
+  background: #141416;
+  padding: 4px;
+  box-shadow: 0 8px 24px #0008;
+}
+
+.stage-split-menu button {
+  min-height: 36px;
+  border: 0;
+  border-radius: 6px;
+  background: transparent;
+  color: var(--text);
+  padding: 0 10px;
+  text-align: left;
+  font: inherit;
+  font-size: var(--type-sm);
+  cursor: pointer;
+}
+
+.stage-split-menu button:hover {
+  background: #ffffff10;
+}
+
 .eye-viewer {
   display: grid;
-  width: 44px;
-  height: 44px;
+  width: 36px;
+  height: 36px;
   flex-shrink: 0;
   place-items: center;
   border: 1px solid var(--line);
   border-radius: 8px;
-  background: #000a;
+  background: #141416;
   cursor: pointer;
 }
 
@@ -448,35 +503,41 @@
   border-color: var(--amber);
 }
 
+.stage-media-row {
+  display: flex;
+  flex: 1;
+  min-height: 0;
+  min-width: 0;
+  align-items: stretch;
+  gap: 0;
+}
+
 .stage-nav {
-  position: absolute;
-  top: 50%;
-  z-index: 4;
   display: grid;
   width: 44px;
-  height: 44px;
+  flex-shrink: 0;
   place-items: center;
-  border: 1px solid var(--line);
-  border-radius: 8px;
-  background: #000a;
+  align-self: stretch;
+  border: 0;
+  border-radius: 0;
+  background: #0b0b0d;
   color: var(--text);
   font-size: 28px;
   line-height: 1;
   cursor: pointer;
-  transform: translateY(-50%);
 }
 
 .stage-nav:hover {
-  border-color: var(--amber);
   color: var(--amber);
+  background: #121214;
 }
 
 .stage-nav-prev {
-  left: 10px;
+  border-right: 1px solid var(--line);
 }
 
 .stage-nav-next {
-  right: 10px;
+  border-left: 1px solid var(--line);
 }
 
 .photos-head {
@@ -625,6 +686,10 @@
   flex-direction: column;
 }
 
+.queue-col[data-collapsed='1'] {
+  min-width: 0;
+}
+
 .queue-head {
   display: flex;
   flex-shrink: 0;
@@ -634,6 +699,24 @@
   font-weight: 650;
 }
 
+.queue-toggle {
+  display: inline-flex;
+  align-items: center;
+  gap: 8px;
+  border: 0;
+  background: transparent;
+  color: inherit;
+  font: inherit;
+  font-weight: 650;
+  cursor: pointer;
+  padding: 0;
+}
+
+.queue-toggle-mark {
+  color: var(--muted);
+  font-size: 12px;
+}
+
 .queue-badge {
   display: inline-grid;
   min-width: 1.25rem;
@@ -778,6 +861,14 @@
   cursor: not-allowed;
 }
 
+.queue-foot-error {
+  margin: 8px 0 0;
+  color: #fca5a5;
+  font-size: var(--type-sm);
+  line-height: 1.35;
+  word-break: break-word;
+}
+
 .queue-foot .tiny {
   margin-top: 8px;
   text-align: center;

components/AppHeader.vue

@@ -55,6 +55,13 @@
             role="menuitem"
             @click="menuOpen = false"
           >Director</NuxtLink>
+          <NuxtLink
+            to="/prompt-builder"
+            class="block rounded-xl px-3 py-2 text-sm hover:bg-white/5 hover:text-white"
+            :class="current === 'prompt-builder' ? 'text-amber-100' : 'text-zinc-200'"
+            role="menuitem"
+            @click="menuOpen = false"
+          >Prompt Builder</NuxtLink>
           <NuxtLink
             to="/music"
             class="block rounded-xl px-3 py-2 text-sm hover:bg-white/5 hover:text-white"
@@ -131,7 +138,7 @@
 <script setup lang="ts">
 withDefaults(defineProps<{
   subtitle: string
-  current?: 'studio' | 'library' | 'director' | 'queue' | 'settings' | 'music'
+  current?: 'studio' | 'library' | 'director' | 'prompt-builder' | 'queue' | 'settings' | 'music'
   wide?: boolean
   queueCount?: number
 }>(), {

components/ImagePickerModal.vue

@@ -95,7 +95,7 @@
             >
               <div class="relative h-28 overflow-hidden bg-zinc-900">
                 <img
-                  :src="`/api/library/stills/${still.id}?thumb=1`"
+                  :src="`/api/library/stills/${still.id}/thumb`"
                   alt=""
                   loading="lazy"
                   decoding="async"

components/studio2/AssetSlot.vue

@@ -55,6 +55,6 @@ defineEmits(['pick', 'remove', 'mention', 'update:role'])
 const thumbSrc = computed(() => {
  if (!props.asset) return ''
  if (props.asset.kind === 'clip') return `/api/library/clips/${props.asset.id}/thumb`
- return `/api/library/stills/${props.asset.id}`
+ return `/api/library/stills/${props.asset.id}/thumb`
 })
 </script>

components/studio2/LibraryModal.vue

@@ -60,6 +60,7 @@
               v-for="entry in entries"
               :key="entry.key"
               class="lib-modal-tile"
+              :data-thumb-key="entry.key"
               :data-active="entry.key === focusedKey ? 'true' : undefined"
               @click="pickEntry(entry)"
             >
@@ -77,13 +78,14 @@
                   />
                 </div>
                 <img
-                  v-else-if="thumbSrc(entry)"
+                  v-else-if="!previewHidden && liveThumbs.has(entry.key) && thumbSrc(entry)"
                   :src="thumbSrc(entry)"
                   alt=""
+                  loading="lazy"
                   decoding="async"
                   draggable="false"
                 >
-                <span v-else class="lib-modal-fallback" />
+                <span v-else class="lib-modal-fallback">{{ previewHidden ? 'Hidden' : '' }}</span>
                 <span class="lib-modal-kind">
                   {{ entry.kind === 'clip' ? 'Video' : entry.kind === 'track' ? 'Music' : 'Image' }}
                 </span>
@@ -170,6 +172,10 @@ const clips = ref<LibraryClip[]>([])
 const stills = ref<LibraryStill[]>([])
 const tracks = ref<LibraryTrack[]>([])
 const fetchedAt = ref(0)
+const nextCursor = ref<string | null>(null)
+const liveThumbs = ref(new Set<string>())
+let thumbObserver: IntersectionObserver | null = null
+let scrollLoadBound = false
 
 const activeFolderId = computed(() => props.folderId || folders.value[0]?.id || 'all')
 
@@ -209,7 +215,7 @@ const detailRows = computed(() => {
 function thumbSrc(entry: LibraryEntry) {
   if (entry.kind === 'clip' && entry.group) return `/api/library/clips/${entry.group.head.id}/thumb`
   if (entry.kind === 'track') return ''
-  if (entry.stillGroup) return `/api/library/stills/${entry.stillGroup.head.id}?thumb=1`
+  if (entry.stillGroup) return `/api/library/stills/${entry.stillGroup.head.id}/thumb`
   return ''
 }
 
@@ -259,30 +265,107 @@ function onDeleteClick() {
   window.setTimeout(() => { void fetchLibrary(true) }, 500)
 }
 
-function applyLibrary(data: any) {
-  folders.value = data?.folders || []
+function mergeIds(prev: { id: string }[], next: { id: string }[]) {
+  const map = new Map(prev.map(item => [item.id, item]))
+  for (const item of next) map.set(item.id, item)
+  return [...map.values()]
+}
+
+function applyLibraryPage(data: any, replace: boolean) {
+  folders.value = data?.folders || folders.value
+  if (replace) {
     clips.value = data?.clips || []
     stills.value = data?.stills || []
     tracks.value = data?.tracks || []
+  } else {
+    clips.value = mergeIds(clips.value, data?.clips || []) as LibraryClip[]
+    stills.value = mergeIds(stills.value, data?.stills || []) as LibraryStill[]
+    tracks.value = mergeIds(tracks.value, data?.tracks || []) as LibraryTrack[]
+  }
+  nextCursor.value = data?.nextCursor || null
   fetchedAt.value = Date.now()
 }
 
+async function fetchLibraryPage(cursor: string | null) {
+  const folder = activeFolderId.value && activeFolderId.value !== 'all' ? activeFolderId.value : ''
+  const type = filter.value === 'all' ? 'all' : filter.value === 'images' ? 'images' : filter.value === 'videos' ? 'videos' : 'music'
+  const qs = new URLSearchParams({ limit: '50' })
+  if (folder) qs.set('folderId', folder)
+  if (type !== 'all') qs.set('type', type)
+  if (cursor) qs.set('cursor', cursor)
+  return await $fetch<any>(`/api/library?${qs.toString()}`)
+}
+
+let fetchGen = 0
+
 async function fetchLibrary(force = false) {
-  if (loading.value) return
   const stale = !fetchedAt.value || Date.now() - fetchedAt.value > 15_000
   const empty = !stills.value.length && !clips.value.length && !tracks.value.length
   if (!force && !empty && !stale) return
+  const gen = ++fetchGen
   loading.value = true
   loadError.value = ''
+  liveThumbs.value = new Set()
   try {
-    applyLibrary(await $fetch('/api/library?light=1'))
+    const first = await fetchLibraryPage(null)
+    if (gen !== fetchGen) return
+    applyLibraryPage(first, true)
+    loading.value = false
+    nextTick(() => observeThumbs())
+    // Keep fetching until the folder is exhausted — 50 is a page size, not a cap
+    let cursor = first?.nextCursor || null
+    while (cursor && gen === fetchGen) {
+      const more = await fetchLibraryPage(cursor)
+      if (gen !== fetchGen) return
+      applyLibraryPage(more, false)
+      cursor = more?.nextCursor || null
+      nextTick(() => observeThumbs())
+    }
   } catch (e: any) {
+    if (gen !== fetchGen) return
     loadError.value = e?.data?.statusMessage || e?.message || 'Could not load library'
-  } finally {
     loading.value = false
   }
 }
 
+function observeThumbs() {
+  if (!import.meta.client) return
+  const root = gridScrollEl.value
+  if (!root) return
+  if (thumbObserver) thumbObserver.disconnect()
+  thumbObserver = new IntersectionObserver((entries) => {
+    let changed = false
+    const next = new Set(liveThumbs.value)
+    for (const entry of entries) {
+      if (!entry.isIntersecting) continue
+      const key = (entry.target as HTMLElement).dataset.thumbKey
+      if (!key || next.has(key)) continue
+      next.add(key)
+      changed = true
+    }
+    if (changed) liveThumbs.value = next
+  }, { root, rootMargin: '200px 0px', threshold: 0.01 })
+  root.querySelectorAll<HTMLElement>('[data-thumb-key]').forEach((el) => thumbObserver!.observe(el))
+}
+
+function onGridScroll() {
+  const el = gridScrollEl.value
+  if (!el || !nextCursor.value || loading.value) return
+  if (el.scrollTop + el.clientHeight < el.scrollHeight - 240) return
+  void fetchMore()
+}
+
+async function fetchMore() {
+  if (!nextCursor.value || loading.value) return
+  loading.value = true
+  try {
+    const more = await fetchLibraryPage(nextCursor.value)
+    applyLibraryPage(more, false)
+    nextTick(() => observeThumbs())
+  } catch { /* keep what we have */ }
+  finally { loading.value = false }
+}
+
 function onTab(e: KeyboardEvent) {
   const root = dialogEl.value
   if (!root) return
@@ -308,15 +391,35 @@ watch(() => props.open, (on) => {
     void fetchLibrary(true)
     nextTick(() => {
       dialogEl.value?.focus()
-      if (gridScrollEl.value) gridScrollEl.value.scrollTop = 0
+      if (gridScrollEl.value) {
+        gridScrollEl.value.scrollTop = 0
+        if (!scrollLoadBound) {
+          gridScrollEl.value.addEventListener('scroll', onGridScroll, { passive: true })
+          scrollLoadBound = true
+        }
+        observeThumbs()
+      }
     })
   } else {
     document.body.style.overflow = ''
+    thumbObserver?.disconnect()
+    thumbObserver = null
   }
 })
 
+watch(entries, () => nextTick(() => observeThumbs()))
+
+watch([filter, activeFolderId], () => {
+  if (!props.open) return
+  void fetchLibrary(true)
+})
+
 onBeforeUnmount(() => {
-  if (import.meta.client) document.body.style.overflow = ''
+  if (import.meta.client) {
+    document.body.style.overflow = ''
+    gridScrollEl.value?.removeEventListener('scroll', onGridScroll)
+    thumbObserver?.disconnect()
+  }
 })
 </script>
 

components/studio2/Mobile.vue

@@ -1,5 +1,5 @@
 <template>
- <div class="m-shell" data-mobile="1">
+ <div class="m-shell" data-mobile="1" :data-queue-collapsed="queueRailCollapsed ? '1' : undefined">
   <header class="m-header">
    <span class="m-brand">{{ ctx.instanceName }}</span>
    <label class="m-crumb">
@@ -9,11 +9,15 @@
    </label>
    <span class="m-grow" />
    <span class="m-gpu" :data-tone="ctx.gpu.tone" :title="ctx.gpu.detail">● {{ ctx.gpuChipLabel }}</span>
-   <button type="button" class="m-chip" @click="toggleSheet('queue')">Queue {{ ctx.queueCount }}</button>
+   <button type="button" class="m-chip m-queue-chip-portrait" @click="toggleSheet('queue')">Queue {{ ctx.queueCount }}</button>
+   <button type="button" class="m-chip m-queue-chip-landscape" :aria-expanded="queueRailCollapsed ? 'false' : 'true'" @click="queueRailCollapsed=!queueRailCollapsed">
+    Queue {{ ctx.queueCount }} {{ queueRailCollapsed ? '▸' : '▾' }}
+   </button>
    <details class="m-more">
     <summary aria-label="More">⋯</summary>
     <div class="m-more-menu">
      <NuxtLink to="/library" @click="closeMenus">Library</NuxtLink>
+     <NuxtLink to="/prompt-builder" @click="closeMenus">Prompt Builder</NuxtLink>
      <NuxtLink to="/queue" @click="closeMenus">Queue</NuxtLink>
      <NuxtLink to="/settings" @click="closeMenus">Settings</NuxtLink>
     </div>
@@ -49,6 +53,7 @@
 
   <div
    class="m-stage"
+   :class="{ 'm-stage--veiled': ctx.selected && ctx.isHidden(ctx.selected) }"
    @touchstart.passive="onStageTouchStart"
    @touchend.passive="onStageTouchEnd"
   >
@@ -102,22 +107,33 @@
     aria-label="Next"
     @click.stop="ctx.stepFamily(1)"
    >›</button>
-   <template v-if="ctx.selected && ctx.isHidden(ctx.selected)">
-    <p class="m-hidden-note">{{ ctx.selected.kind==='track' ? 'Track hidden' : 'Output hidden' }}</p>
-   </template>
-   <template v-else-if="ctx.selected?.kind==='track'">
-    <div class="m-audio">
+   <p
+    v-show="ctx.selected && ctx.isHidden(ctx.selected)"
+    class="m-hidden-note"
+   >{{ ctx.selected?.kind==='track' ? 'Track hidden' : 'Output hidden' }}</p>
+   <template v-if="ctx.selected?.kind==='track'">
+    <div v-show="!ctx.isHidden(ctx.selected)" class="m-audio">
      <AudioPlayer :src="`/api/library/tracks/${ctx.selected.id}/audio`" :download-name="`${ctx.selected.name || 'track'}.${ctx.selected.ext || 'wav'}`" :label="ctx.selected.name || 'Track'" />
     </div>
    </template>
    <video
     v-else-if="ctx.selected?.kind==='clip'"
+    v-show="!ctx.isHidden(ctx.selected)"
     :key="ctx.selected.id"
     :src="`/api/library/clips/${ctx.selected.id}/video`"
     controls
     playsinline
    />
-   <img v-else-if="ctx.selected" :src="ctx.stillUrl(ctx.selected.id)" alt="Selected still">
+   <img
+    v-else-if="ctx.selected"
+    v-show="!ctx.isHidden(ctx.selected)"
+    :key="ctx.selected.id+'-'+(ctx.stagePreviewNonce||0)"
+    class="m-stage-still"
+    :src="ctx.stagePreviewSrc || ctx.stillPreviewUrl(ctx.selected.id)"
+    alt="Selected still"
+    decoding="async"
+    @error="ctx.onStagePreviewError?.()"
+   >
    <p v-else class="m-muted">Open Library to pick a still or clip</p>
   </div>
 
@@ -127,6 +143,7 @@
    :selected="ctx.selected"
    :folder-id="ctx.form?.folderId"
    :preview-hidden="!ctx.eyeOpen"
+   :is-hidden="ctx.isHidden"
    @close="ctx.closeLibrary()"
    @select="ctx.selectOutput"
    @use-image="ctx.onLibraryUseImage"
@@ -211,7 +228,18 @@
      <label class="m-label">Lyrics<textarea v-model="ctx.music.lyrics" rows="8" class="m-area" /></label>
     </template>
     <template v-else>
-     <label class="m-label">Prompt<textarea v-model="ctx.form.promptSections.action" rows="5" class="m-area" placeholder="Describe the image or the shot." /></label>
+     <label class="m-label">
+      <span class="m-label-row">Prompt<button type="button" class="m-link" @click.stop="ctx.clearPrompt()">Clear</button></span>
+      <textarea
+       :value="ctx.form.promptSections.action"
+       rows="5"
+       class="m-area"
+       placeholder="Describe the image or the shot."
+       readonly
+       @focus="openPromptEditor"
+       @click="openPromptEditor"
+      />
+     </label>
      <label v-if="ctx.form.engine==='qwen21' && (ctx.form.mode==='generate' || ctx.form.mode==='edit')" class="m-check"><input v-model="ctx.form.enhancePrompt" type="checkbox"> Enhance prompt</label>
      <label v-if="ctx.form.engine==='qwen21' && (ctx.form.mode==='generate' || ctx.form.mode==='edit')" class="m-check"><input v-model="ctx.form.turbo" type="checkbox"> Turbo</label>
      <p v-if="ctx.form.engine==='qwen21' && ctx.form.turbo" class="m-muted">6-step Viggle distill. CFG stays 1. Enhance prompt recommended.</p>
@@ -306,7 +334,7 @@
    </div>
   </aside>
 
-  <aside v-if="sheet==='queue'" class="m-sheet" role="dialog" aria-label="Queue">
+  <aside v-if="sheet==='queue'" class="m-sheet m-queue-sheet-portrait" role="dialog" aria-label="Queue">
    <button type="button" class="m-handle" aria-label="Close" @click="sheet=''" />
    <div class="m-sheet-head"><strong>Queue</strong><button type="button" @click="sheet=''">Done</button></div>
    <div class="m-sheet-body">
@@ -323,6 +351,12 @@
      <div class="m-job-status">
       <span>● {{ card.statusLabel }}</span>
       <button v-if="card.cancelable" type="button" @click.stop="ctx.cancel(card.job)">Cancel</button>
+      <button v-else-if="card.dismissable" type="button" @click.stop="ctx.dismissFinishedCard(card)">Dismiss</button>
+     </div>
+     <p v-if="card.resultText" class="m-muted" style="white-space:pre-wrap">{{ card.resultText }}</p>
+     <div v-if="card.resultText" class="m-job-status">
+      <button type="button" @click.stop="ctx.copyCaption(card.resultText)">Copy</button>
+      <button type="button" @click.stop="ctx.useCaptionAsPrompt(card.resultText)">Use as prompt</button>
      </div>
      <div v-if="card.progress" class="m-job-progress" :data-indeterminate="card.progress.indeterminate ? 'true' : undefined">
       <progress
@@ -337,6 +371,52 @@
     <button v-if="ctx.canClearFinished" type="button" class="m-link" @click="ctx.clearFinished">Clear finished</button>
    </div>
   </aside>
+
+  <aside v-show="!queueRailCollapsed" class="m-queue-rail" aria-label="Queue">
+   <div class="m-sheet-head">
+    <strong>Queue</strong>
+    <button type="button" @click="queueRailCollapsed=true">Hide</button>
+   </div>
+   <div class="m-sheet-body">
+    <div
+     v-for="card in ctx.queueCards"
+     :key="'rail-'+card.id"
+     class="m-job"
+     :class="{ on: ctx.focusedJobId===card.id }"
+     @click="ctx.focusQueueCard(card)"
+    >
+     <div class="m-job-id">{{ card.code }}</div>
+     <div class="m-job-title">{{ card.title }}</div>
+     <div class="m-muted">{{ card.meta }}</div>
+     <div class="m-job-status">
+      <span>● {{ card.statusLabel }}</span>
+      <button v-if="card.cancelable" type="button" @click.stop="ctx.cancel(card.job)">Cancel</button>
+      <button v-else-if="card.dismissable" type="button" @click.stop="ctx.dismissFinishedCard(card)">Dismiss</button>
+     </div>
+    </div>
+    <p v-if="!ctx.queueCards.length" class="m-muted">No active jobs</p>
+    <button v-if="ctx.canClearFinished" type="button" class="m-link" @click="ctx.clearFinished">Clear finished</button>
+   </div>
+  </aside>
+
+  <div
+   v-if="promptEditorOpen"
+   class="m-prompt-editor"
+   role="dialog"
+   aria-modal="true"
+   aria-label="Edit prompt"
+  >
+   <header class="m-prompt-editor-head">
+    <strong>Prompt</strong>
+    <button type="button" @click="closePromptEditor">Done</button>
+   </header>
+   <textarea
+    ref="promptEditorEl"
+    v-model="promptEditorDraft"
+    class="m-prompt-editor-area"
+    placeholder="Describe the image or the shot."
+   />
+  </div>
  </div>
 </template>
 
@@ -345,13 +425,35 @@ export type Studio2MobileCtx = Record<string, any>
 
 const props = defineProps<{ ctx: Studio2MobileCtx }>()
 const sheet = ref('')
+const queueRailCollapsed = ref(false)
 const touchStart = ref<{ x: number; y: number } | null>(null)
+const promptEditorOpen = ref(false)
+const promptEditorDraft = ref('')
+const promptEditorEl = ref<HTMLTextAreaElement | null>(null)
+
+function openPromptEditor() {
+  promptEditorDraft.value = String(props.ctx.form?.promptSections?.action || '')
+  promptEditorOpen.value = true
+  nextTick(() => {
+    promptEditorEl.value?.focus()
+    const el = promptEditorEl.value
+    if (el) {
+      const n = el.value.length
+      el.setSelectionRange(n, n)
+    }
+  })
+}
+function closePromptEditor() {
+  if (props.ctx.form?.promptSections) props.ctx.form.promptSections.action = promptEditorDraft.value
+  promptEditorOpen.value = false
+}
 
 function toggleSheet(id: string) {
   sheet.value = sheet.value === id ? '' : id
 }
 function closeMenus() {
   sheet.value = ''
+  if (promptEditorOpen.value) closePromptEditor()
 }
 function runAction(kind: 'use-image' | 'use-prompt' | 'copy' | 'copy-raw' | 'load-input' | 'load-input-raw' | 'delete') {
   sheet.value = ''
@@ -477,13 +579,26 @@ watch(() => props.ctx.form.mode, () => { sheet.value = '' })
   background: #080808;
 }
 .m-stage > img,
-.m-stage > video {
+.m-stage > video,
+.m-stage-still {
   width: 100%;
   height: 100%;
   max-width: 100%;
   max-height: 100%;
   object-fit: contain;
 }
+.m-stage-still--veiled {
+  opacity: 0;
+  pointer-events: none;
+}
+.m-hidden-note {
+  position: absolute;
+  z-index: 3;
+  margin: 0;
+  color: var(--muted);
+  font-size: var(--type-sm);
+  pointer-events: none;
+}
 .m-audio { width: 100%; max-width: 100%; padding: 12px; }
 .m-stage-chrome {
   position: absolute;
@@ -535,12 +650,6 @@ watch(() => props.ctx.form.mode, () => { sheet.value = '' })
   padding: 0 4px;
   text-align: center;
 }
-.m-hidden-note {
-  margin: 0;
-  color: var(--muted);
-  font-size: 13px;
-  text-align: center;
-}
 .m-nav {
   position: absolute;
   top: 50%;
@@ -649,6 +758,7 @@ watch(() => props.ctx.form.mode, () => { sheet.value = '' })
   gap: 10px;
 }
 .m-label { display: block; font-size: 11px; color: var(--muted); }
+.m-label-row { display: flex; align-items: center; justify-content: space-between; gap: 8px; margin-bottom: 4px; }
 .m-area, .m-input {
   width: 100%;
   margin-top: 4px;
@@ -701,4 +811,81 @@ watch(() => props.ctx.form.mode, () => { sheet.value = '' })
 .m-job-progress { display: flex; align-items: center; gap: 8px; margin-top: 6px; }
 .m-job-progress-bar { flex: 1; height: 4px; accent-color: var(--amber); }
 .m-link { border: 0; background: transparent; color: var(--amber); text-align: left; }
+.m-prompt-editor {
+  position: fixed;
+  inset: 0;
+  z-index: 90;
+  display: flex;
+  flex-direction: column;
+  background: #0e0e10;
+  padding: env(safe-area-inset-top, 0) env(safe-area-inset-right, 0) env(safe-area-inset-bottom, 0) env(safe-area-inset-left, 0);
+}
+.m-prompt-editor-head {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  padding: 12px 16px;
+  border-bottom: 1px solid var(--line);
+}
+.m-prompt-editor-head button {
+  border: 0;
+  background: transparent;
+  color: var(--amber);
+  font-size: 16px;
+  font-weight: 600;
+}
+.m-queue-chip-landscape { display: none; }
+.m-queue-rail { display: none; }
+@media (orientation: landscape) {
+  .m-queue-chip-portrait,
+  .m-queue-sheet-portrait { display: none !important; }
+  .m-queue-chip-landscape { display: inline-flex; align-items: center; }
+  .m-shell { position: relative; }
+  .m-queue-rail {
+    position: absolute;
+    top: 0;
+    right: 0;
+    bottom: 0;
+    z-index: 25;
+    display: flex;
+    width: min(42vw, 16rem);
+    flex-direction: column;
+    border-left: 1px solid var(--line);
+    background: var(--panel);
+  }
+  .m-shell[data-queue-collapsed='1'] .m-queue-rail { display: none; }
+  .m-queue-rail .m-sheet-head {
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    padding: 10px 12px;
+    border-bottom: 1px solid var(--line);
+  }
+  .m-queue-rail .m-sheet-body {
+    flex: 1;
+    min-height: 0;
+    overflow: auto;
+    padding: 10px 12px;
+  }
+  .m-stage { padding-right: 0; }
+  .m-shell:not([data-queue-collapsed='1']) .m-stage,
+  .m-shell:not([data-queue-collapsed='1']) .m-dock,
+  .m-shell:not([data-queue-collapsed='1']) .m-chips {
+    margin-right: min(42vw, 16rem);
+  }
+}
+.m-prompt-editor-area {
+  flex: 1;
+  width: 100%;
+  margin: 0;
+  padding: 16px;
+  border: 0;
+  resize: none;
+  background: #0e0e10;
+  color: #f3f1ea;
+  font: inherit;
+  font-size: 17px;
+  line-height: 1.45;
+  outline: none;
+}
 </style>

pages/library.vue

@@ -634,24 +634,6 @@ const allCount = computed(() => {
     sort: 'date-desc'
   }).length
 })
-const folderChipCounts = computed(() => {
-  const map: Record<string, { videos: number; images: number; music: number }> = {}
-  for (const clip of clips.value) {
-    if (clip.hasVideo === false) continue
-    const row = map[clip.folderId] || (map[clip.folderId] = { videos: 0, images: 0, music: 0 })
-    row.videos += 1
-  }
-  for (const still of stills.value) {
-    if (still.role !== 'output') continue
-    const row = map[still.folderId] || (map[still.folderId] = { videos: 0, images: 0, music: 0 })
-    row.images += 1
-  }
-  for (const track of tracks.value) {
-    const row = map[track.folderId] || (map[track.folderId] = { videos: 0, images: 0, music: 0 })
-    row.music += 1
-  }
-  return map
-})
 const moveFolders = computed(() => folders.value.filter(folder => folder.id !== folderId.value))
 const focused = computed(() => entries.value.find(entry => entry.key === focusedKey.value) || null)
 const focusedStill = computed(() => {
@@ -771,7 +753,8 @@ function toast(message: string) {
   }, 4200)
 }
 
-function applyLibrary(data: unknown) {
+function applyLibrary(data: unknown, opts?: { replace?: boolean }) {
+  const replace = opts?.replace !== false
   const payload = (data || {}) as {
     id?: string
     hideInput?: boolean
@@ -780,6 +763,8 @@ function applyLibrary(data: unknown) {
     clips?: LibraryClip[]
     stills?: LibraryStill[]
     tracks?: LibraryTrack[]
+    nextCursor?: string | null
+    hasMore?: boolean
   }
   if (payload.id && !payload.folders && !payload.clips && !payload.stills && !payload.tracks) {
     if (typeof payload.hideInput === 'boolean') {
@@ -792,27 +777,62 @@ function applyLibrary(data: unknown) {
     }
     return
   }
-  folders.value = payload.folders || []
+  if (payload.folders?.length) folders.value = payload.folders
+  if (replace) {
     clips.value = payload.clips || []
     stills.value = payload.stills || []
     tracks.value = payload.tracks || []
+  } else {
+    const merge = <T extends { id: string }>(prev: T[], next: T[]) => {
+      const map = new Map<string, T>()
+      for (const item of prev) map.set(item.id, item)
+      for (const item of next) map.set(item.id, item)
+      return [...map.values()]
+    }
+    clips.value = merge(clips.value, payload.clips || [])
+    stills.value = merge(stills.value, payload.stills || [])
+    tracks.value = merge(tracks.value, payload.tracks || [])
+  }
+  libraryNextCursor.value = payload.nextCursor || null
   if (folderId.value !== 'all' && !folders.value.some(folder => folder.id === folderId.value)) {
     folderId.value = folders.value[0]?.id || 'all'
   }
 }
 
+const libraryNextCursor = ref<string | null>(null)
+let libraryFetchGen = 0
+
+async function fetchLibraryPage(cursor: string | null) {
+  const qs = new URLSearchParams({ limit: '50' })
+  if (folderId.value && folderId.value !== 'all') qs.set('folderId', folderId.value)
+  if (filter.value === 'images') qs.set('type', 'images')
+  else if (filter.value === 'videos') qs.set('type', 'videos')
+  else if (filter.value === 'music') qs.set('type', 'music')
+  if (cursor) qs.set('cursor', cursor)
+  return await $fetch<any>(`/api/library?${qs.toString()}`)
+}
+
 async function loadLibrary() {
-  applyLibrary(await $fetch('/api/library?light=1'))
+  // First page paints immediately; remaining pages append in the background
+  const gen = ++libraryFetchGen
+  const first = await fetchLibraryPage(null)
+  if (gen !== libraryFetchGen) return
+  applyLibrary(first, { replace: true })
+  let cursor = first?.nextCursor || null
+  while (cursor && gen === libraryFetchGen) {
+    const page = await fetchLibraryPage(cursor)
+    if (gen !== libraryFetchGen) return
+    applyLibrary(page, { replace: false })
+    cursor = page?.nextCursor || null
+  }
 }
 
 function folderChipCount(folder: LibraryFolder) {
-  if (!folder.unlocked) return (folder.clipCount || 0) + (folder.imageCount || 0) + (folder.trackCount || 0)
-  const row = folderChipCounts.value[folder.id]
-  if (!row) return 0
-  if (filter.value === 'videos') return row.videos
-  if (filter.value === 'images') return row.images
-  if (filter.value === 'music') return row.music
-  return row.videos + row.images + row.music
+  // Prefer server totals so chips match the full folder before pages finish appending
+  if (filter.value === 'videos') return folder.clipCount || 0
+  if (filter.value === 'images') return folder.imageCount || 0
+  if (filter.value === 'music') return folder.trackCount || 0
+  return (folder.clipCount || 0) + (folder.imageCount || 0) + (folder.trackCount || 0)
 }
 
 function folderChipClass(id: string) {
@@ -881,7 +901,7 @@ async function toggleFocusedHidden() {
 function thumbSrc(entry: LibraryEntry) {
   if (entry.kind === 'clip' && entry.group) return `/api/library/clips/${entry.group.head.id}/thumb`
   if (entry.kind === 'track') return ''
-  if (entry.stillGroup) return `/api/library/stills/${entry.stillGroup.parts[cardImageIndex(entry)].id}?thumb=1`
+  if (entry.stillGroup) return `/api/library/stills/${entry.stillGroup.parts[cardImageIndex(entry)].id}/thumb`
   return ''
 }
 
@@ -907,7 +927,7 @@ function partThumb(part: LibraryClip | LibraryStill) {
     // Prefer this clip’s first frame so siblings don’t all look like the Start thumb.
     return `/api/library/clips/${clip.id}/first-frame?thumb=1&v=${encodeURIComponent(clip.id)}`
   }
-  return `/api/library/stills/${part.id}?thumb=1`
+  return `/api/library/stills/${part.id}/thumb`
 }
 
 function focusPart(id: string) {
@@ -1278,6 +1298,10 @@ watch([folderId, filter], () => {
 watch(search, () => {
   if (scroller.value) scroller.value.scrollTop = 0
 })
+watch([folderId, filter], () => {
+  if (scroller.value) scroller.value.scrollTop = 0
+  void loadLibrary()
+})
 watch([cols, rowH], ([nextCols, nextRowH], [prevCols, prevRowH]) => {
   const el = scroller.value
   if (!el || !prevRowH) return
@@ -1309,10 +1333,9 @@ let resizeObserver: ResizeObserver | null = null
 let observedScroller: HTMLElement | null = null
 onMounted(async () => {
   window.addEventListener('keydown', onKey)
-  const [me] = await Promise.all([
-    $fetch<{ user?: { name?: string; email?: string }; authEnabled?: boolean; authMode?: string; instanceName?: string }>('/api/auth/me').catch(() => ({ user: null })),
-    loadLibrary().catch(() => applyLibrary({ folders: [], clips: [], stills: [] }))
-  ])
+  // Do not block chrome/grid on the full catalog — first page paints via loadLibrary's first apply
+  void loadLibrary().catch(() => applyLibrary({ folders: [], clips: [], stills: [] }))
+  const me = await $fetch<{ user?: { name?: string; email?: string }; authEnabled?: boolean; authMode?: string; instanceName?: string }>('/api/auth/me').catch(() => ({ user: null }))
   instanceName.value = me.instanceName || instanceName.value
   await nextTick()
   measure()

pages/prompt-builder.vue

@@ -0,0 +1,961 @@
+<template>
+  <div class="min-h-dvh min-w-0">
+    <AppHeader subtitle="Prompt Builder" current="prompt-builder" />
+
+    <main class="mx-auto grid min-w-0 max-w-7xl gap-6 px-4 py-6 sm:px-6 lg:grid-cols-[minmax(0,1fr)_minmax(18rem,22rem)]">
+      <section class="glass min-w-0 max-w-full rounded-3xl p-5 sm:p-6 space-y-5">
+        <div class="flex flex-wrap items-start justify-between gap-3">
+          <div>
+            <h2 class="font-display text-2xl font-bold">Prompt Builder</h2>
+            <p class="mt-1 max-w-2xl text-sm text-zinc-400">
+              Build multi-image prompt sequences. Copy the preview into Generate with Batch on — scenes split on the double blank line.
+            </p>
+          </div>
+          <div class="flex flex-wrap items-center gap-2">
+            <button
+              type="button"
+              class="rounded-full bg-amber-400 px-4 min-h-11 py-2.5 text-sm font-semibold text-zinc-950 hover:bg-amber-300 disabled:cursor-not-allowed disabled:opacity-50"
+              @click="startNew"
+            >
+              New
+            </button>
+            <button
+              type="button"
+              class="rounded-full bg-amber-400 px-4 min-h-11 py-2.5 text-sm font-semibold text-zinc-950 hover:bg-amber-300 disabled:cursor-not-allowed disabled:opacity-50"
+              :disabled="busy || !name.trim()"
+              @click="save"
+            >
+              {{ busy === 'save' ? 'Saving…' : selectedId ? 'Save' : 'Save sequence' }}
+            </button>
+          </div>
+        </div>
+
+        <p v-if="error" class="rounded-2xl border border-red-400/30 bg-red-400/10 px-4 py-3 text-sm text-red-200">{{ error }}</p>
+        <p v-else-if="notice" class="rounded-2xl border border-amber-300/30 bg-amber-400/10 px-4 py-3 text-sm text-amber-100">{{ notice }}</p>
+
+        <label class="block text-sm">
+          <span class="mb-1 block font-medium text-zinc-300">Sequence name</span>
+          <input
+            v-model="name"
+            class="w-full rounded-xl border border-white/10 bg-zinc-950 px-3 py-2 text-sm outline-none ring-amber-300/40 placeholder:text-zinc-600 focus:ring-2"
+            maxlength="80"
+            placeholder="e.g. Badge set A"
+          >
+          <p class="mt-1 text-[11px] text-zinc-500">Save key only — never copied into the prompt text.</p>
+        </label>
+
+        <div class="space-y-3">
+          <div>
+            <span class="text-sm font-medium text-zinc-300">Prompt order</span>
+            <p class="text-[11px] text-zinc-500">Drag to reorder, or use the arrows. Copied text and the scene editor follow this order.</p>
+          </div>
+          <div class="space-y-2">
+            <div
+              v-for="(key, index) in sectionOrder"
+              :key="key"
+              class="flex items-center gap-2 rounded-2xl border border-white/10 bg-zinc-950/40 px-3 py-2"
+              draggable="true"
+              @dragstart="onSectionDragStart(index, $event)"
+              @dragover.prevent="onSectionDragOver($event)"
+              @drop.prevent="onSectionDrop(index)"
+            >
+              <span class="cursor-grab select-none text-zinc-500 active:cursor-grabbing" title="Drag to reorder">⠿</span>
+              <span class="min-w-0 flex-1 text-sm text-zinc-200">{{ sectionLabel(key) }}</span>
+              <button
+                type="button"
+                class="rounded-full border border-amber-300/70 px-3 min-h-11 py-1.5 text-sm font-semibold text-amber-100 hover:border-amber-300 hover:bg-amber-400/10 disabled:cursor-not-allowed disabled:opacity-40"
+                title="Move up"
+                :disabled="index === 0"
+                @click="moveSection(index, -1)"
+              >
+                ↑
+              </button>
+              <button
+                type="button"
+                class="rounded-full border border-amber-300/70 px-3 min-h-11 py-1.5 text-sm font-semibold text-amber-100 hover:border-amber-300 hover:bg-amber-400/10 disabled:cursor-not-allowed disabled:opacity-40"
+                title="Move down"
+                :disabled="index >= sectionOrder.length - 1"
+                @click="moveSection(index, 1)"
+              >
+                ↓
+              </button>
+            </div>
+          </div>
+        </div>
+
+        <div class="space-y-3">
+          <div class="flex flex-wrap items-center justify-between gap-2">
+            <div>
+              <span class="text-sm font-medium text-zinc-300">Characters</span>
+              <p class="text-[11px] text-zinc-500">Sequence-wide. Toggle and outfit per scene below.</p>
+            </div>
+            <button
+              type="button"
+              class="rounded-full bg-amber-400 px-4 min-h-11 py-2.5 text-sm font-semibold text-zinc-950 hover:bg-amber-300 disabled:cursor-not-allowed disabled:opacity-50"
+              @click="addCharacter"
+            >
+              Add character
+            </button>
+          </div>
+          <div
+            v-for="(character, cIndex) in characters"
+            :key="character.id"
+            class="rounded-2xl border border-white/10 bg-zinc-950/40 p-3 space-y-3"
+          >
+            <div class="flex items-center justify-between gap-2">
+              <span class="text-[11px] uppercase tracking-wide text-zinc-500">Character {{ cIndex + 1 }}</span>
+              <div class="flex items-center gap-2">
+                <button type="button" class="rounded-full border border-amber-300/70 px-3 min-h-11 py-1.5 text-sm font-semibold text-amber-100 hover:border-amber-300 hover:bg-amber-400/10" @click="clearCharacter(cIndex)">Clear</button>
+                <button
+                  v-if="characters.length > 1"
+                  type="button"
+                  class="rounded-full border border-amber-300/70 px-3 min-h-11 py-2 text-sm font-semibold text-amber-100 hover:border-amber-300 hover:bg-amber-400/10"
+                  @click="removeCharacter(cIndex)"
+                >
+                  Remove
+                </button>
+              </div>
+            </div>
+            <input
+              v-model="character.name"
+              class="w-full rounded-xl border border-white/10 bg-zinc-950 px-3 py-2 text-sm outline-none ring-amber-300/40 placeholder:text-zinc-600 focus:ring-2"
+              maxlength="120"
+              placeholder="Name"
+            >
+            <textarea
+              v-model="character.description"
+              rows="2"
+              class="w-full rounded-xl border border-white/10 bg-zinc-950/70 px-3 py-2 text-sm outline-none ring-amber-300/40 placeholder:text-zinc-600 focus:ring-2"
+              placeholder="Description"
+            />
+            <div class="space-y-2 border-t border-white/5 pt-3">
+              <div class="flex flex-wrap items-center justify-between gap-2">
+                <span class="text-[11px] font-medium uppercase tracking-wide text-zinc-500">Outfits</span>
+                <button
+                  type="button"
+                  class="rounded-full bg-amber-400 px-4 min-h-11 py-2.5 text-sm font-semibold text-zinc-950 hover:bg-amber-300 disabled:cursor-not-allowed disabled:opacity-50"
+                  @click="addOutfit(cIndex)"
+                >
+                  Add outfit
+                </button>
+              </div>
+              <p v-if="!character.outfits.length" class="text-[11px] text-zinc-600">No outfits yet.</p>
+              <div
+                v-for="(outfit, oIndex) in character.outfits"
+                :key="outfit.id"
+                class="rounded-xl border border-white/5 bg-zinc-950/50 p-2 space-y-2"
+              >
+                <div class="flex items-center justify-between gap-2">
+                  <span class="text-[11px] text-zinc-500">Outfit {{ oIndex + 1 }}</span>
+                  <button type="button" class="rounded-full border border-amber-300/70 px-3 min-h-11 py-2 text-sm font-semibold text-amber-100 hover:border-amber-300 hover:bg-amber-400/10" @click="removeOutfit(cIndex, oIndex)">Remove</button>
+                </div>
+                <input
+                  v-model="outfit.name"
+                  class="w-full rounded-lg border border-white/10 bg-zinc-950 px-2.5 py-1.5 text-sm outline-none ring-amber-300/40 placeholder:text-zinc-600 focus:ring-2"
+                  maxlength="120"
+                  placeholder="Outfit name"
+                >
+                <textarea
+                  v-model="outfit.description"
+                  rows="2"
+                  class="w-full rounded-lg border border-white/10 bg-zinc-950/70 px-2.5 py-1.5 text-sm outline-none ring-amber-300/40 placeholder:text-zinc-600 focus:ring-2"
+                  placeholder="What they are wearing"
+                />
+              </div>
+            </div>
+          </div>
+        </div>
+
+        <div class="space-y-3">
+          <div class="flex flex-wrap items-center justify-between gap-2">
+            <div>
+              <span class="text-sm font-medium text-zinc-300">Sets</span>
+              <p class="text-[11px] text-zinc-500">Sequence-wide locations and props. Toggle and framing per scene below.</p>
+            </div>
+            <button
+              type="button"
+              class="rounded-full bg-amber-400 px-4 min-h-11 py-2.5 text-sm font-semibold text-zinc-950 hover:bg-amber-300 disabled:cursor-not-allowed disabled:opacity-50"
+              @click="addSet"
+            >
+              Add set
+            </button>
+          </div>
+          <p v-if="!sets.length" class="text-[11px] text-zinc-600">No sets yet.</p>
+          <div
+            v-for="(set, sIndex) in sets"
+            :key="set.id"
+            class="rounded-2xl border border-white/10 bg-zinc-950/40 p-3 space-y-3"
+          >
+            <div class="flex items-center justify-between gap-2">
+              <span class="text-[11px] uppercase tracking-wide text-zinc-500">Set {{ sIndex + 1 }}</span>
+              <div class="flex items-center gap-2">
+                <button type="button" class="rounded-full border border-amber-300/70 px-3 min-h-11 py-1.5 text-sm font-semibold text-amber-100 hover:border-amber-300 hover:bg-amber-400/10" @click="clearSet(sIndex)">Clear</button>
+                <button
+                  type="button"
+                  class="rounded-full border border-amber-300/70 px-3 min-h-11 py-2 text-sm font-semibold text-amber-100 hover:border-amber-300 hover:bg-amber-400/10"
+                  @click="removeSet(sIndex)"
+                >
+                  Remove
+                </button>
+              </div>
+            </div>
+            <label class="block text-sm">
+              <input
+                v-model="set.name"
+                class="w-full rounded-xl border border-white/10 bg-zinc-950 px-3 py-2 text-sm outline-none ring-amber-300/40 placeholder:text-zinc-600 focus:ring-2"
+                maxlength="120"
+                placeholder="Name"
+              >
+              <p class="mt-1 text-[11px] text-zinc-500">Label only — not copied into the prompt.</p>
+            </label>
+            <div class="space-y-2 border-t border-white/5 pt-3">
+              <div class="flex flex-wrap items-center justify-between gap-2">
+                <span class="text-[11px] font-medium uppercase tracking-wide text-zinc-500">Framings</span>
+                <button
+                  type="button"
+                  class="rounded-full bg-amber-400 px-4 min-h-11 py-2.5 text-sm font-semibold text-zinc-950 hover:bg-amber-300 disabled:cursor-not-allowed disabled:opacity-50"
+                  @click="addFraming(sIndex)"
+                >
+                  Add framing
+                </button>
+              </div>
+              <div
+                v-for="(framing, fIndex) in set.framings"
+                :key="framing.id"
+                class="rounded-xl border border-white/5 bg-zinc-950/50 p-2 space-y-2"
+              >
+                <div class="flex items-center justify-between gap-2">
+                  <span class="text-[11px] text-zinc-500">Framing {{ fIndex + 1 }}</span>
+                  <div class="flex items-center gap-2">
+                    <button type="button" class="rounded-full border border-amber-300/70 px-3 min-h-11 py-1.5 text-sm font-semibold text-amber-100 hover:border-amber-300 hover:bg-amber-400/10" @click="clearFraming(sIndex, fIndex)">Clear</button>
+                    <button type="button" class="rounded-full border border-amber-300/70 px-3 min-h-11 py-2 text-sm font-semibold text-amber-100 hover:border-amber-300 hover:bg-amber-400/10" @click="removeFraming(sIndex, fIndex)">Remove</button>
+                  </div>
+                </div>
+                <input
+                  v-model="framing.label"
+                  class="w-full rounded-lg border border-white/10 bg-zinc-950 px-2.5 py-1.5 text-sm outline-none ring-amber-300/40 placeholder:text-zinc-600 focus:ring-2"
+                  maxlength="120"
+                  :placeholder="framingLabelPlaceholder(fIndex)"
+                >
+                <textarea
+                  v-model="framing.text"
+                  rows="2"
+                  class="w-full rounded-lg border border-white/10 bg-zinc-950/70 px-2.5 py-1.5 text-sm outline-none ring-amber-300/40 placeholder:text-zinc-600 focus:ring-2"
+                  placeholder="Place / location text copied into the prompt"
+                />
+              </div>
+            </div>
+          </div>
+        </div>
+
+        <div class="flex flex-wrap items-center gap-2 border-b border-white/10 pb-2">
+          <button
+            v-for="(scene, index) in scenes"
+            :key="scene.id"
+            type="button"
+            class="rounded-full px-3 py-1.5 text-xs transition"
+            :class="index === activeIndex
+              ? 'min-h-11 bg-amber-400/15 px-3 py-2 text-sm font-semibold text-amber-100 ring-1 ring-amber-300/40'
+              : 'min-h-11 border border-white/25 px-3 py-2 text-sm font-semibold text-zinc-300 hover:bg-white/5 hover:text-zinc-100'"
+            @click="activeIndex = index"
+          >
+            {{ scene.title || `Scene ${index + 1}` }}
+          </button>
+          <button
+            type="button"
+            class="rounded-full bg-amber-400 px-4 min-h-11 py-2.5 text-sm font-semibold text-zinc-950 hover:bg-amber-300 disabled:cursor-not-allowed disabled:opacity-50"
+            @click="addNextScene"
+          >
+            Next scene
+          </button>
+          <button
+            type="button"
+            class="rounded-full border border-amber-300/70 px-4 min-h-11 py-2.5 text-sm font-semibold text-amber-100 hover:border-amber-300 hover:bg-amber-400/10 disabled:cursor-not-allowed disabled:opacity-40"
+            title="Move scene earlier"
+            :disabled="activeIndex <= 0"
+            @click="moveScene(activeIndex, -1)"
+          >
+            ←
+          </button>
+          <button
+            type="button"
+            class="rounded-full border border-amber-300/70 px-4 min-h-11 py-2.5 text-sm font-semibold text-amber-100 hover:border-amber-300 hover:bg-amber-400/10 disabled:cursor-not-allowed disabled:opacity-40"
+            title="Move scene later"
+            :disabled="activeIndex >= scenes.length - 1"
+            @click="moveScene(activeIndex, 1)"
+          >
+            →
+          </button>
+          <button
+            type="button"
+            class="rounded-full border border-amber-300/70 px-4 min-h-11 py-2.5 text-sm font-semibold text-amber-100 hover:border-amber-300 hover:bg-amber-400/10 disabled:cursor-not-allowed disabled:opacity-40"
+            :disabled="scenes.length <= 1"
+            @click="deleteScene(activeIndex)"
+          >
+            Delete scene
+          </button>
+        </div>
+
+        <div v-if="activeScene" class="space-y-4">
+          <label class="block text-sm">
+            <span class="mb-1 flex items-center justify-between gap-2 font-medium text-zinc-300">
+              Scene tab name
+              <span class="text-[11px] font-normal text-zinc-500">optional</span>
+            </span>
+            <input
+              v-model="activeScene.title"
+              class="w-full rounded-xl border border-white/10 bg-zinc-950 px-3 py-2 text-sm outline-none ring-amber-300/40 placeholder:text-zinc-600 focus:ring-2"
+              maxlength="60"
+              :placeholder="`Scene ${activeIndex + 1}`"
+            >
+          </label>
+
+          <template v-for="sectionKey in sectionOrder" :key="'scene-section-' + sectionKey">
+            <div v-if="sectionKey === 'style'" class="space-y-1">
+              <div class="flex items-center justify-between gap-2">
+                <span class="text-sm font-medium text-zinc-300">Style</span>
+                <button type="button" class="rounded-full border border-amber-300/70 px-3 min-h-11 py-1.5 text-sm font-semibold text-amber-100 hover:border-amber-300 hover:bg-amber-400/10" @click="activeScene.style = ''">Clear</button>
+              </div>
+              <textarea
+                v-model="activeScene.style"
+                rows="3"
+                class="w-full rounded-2xl border border-white/10 bg-zinc-950/70 px-3 py-2 text-sm outline-none ring-amber-300/40 placeholder:text-zinc-600 focus:ring-2"
+                placeholder="Visual style for this image"
+              />
+            </div>
+
+            <div v-else-if="sectionKey === 'settings'" class="space-y-1">
+              <div class="flex items-center justify-between gap-2">
+                <span class="text-sm font-medium text-zinc-300">Settings</span>
+                <button type="button" class="rounded-full border border-amber-300/70 px-3 min-h-11 py-1.5 text-sm font-semibold text-amber-100 hover:border-amber-300 hover:bg-amber-400/10" @click="activeScene.settings = ''">Clear</button>
+              </div>
+              <textarea
+                v-model="activeScene.settings"
+                rows="3"
+                class="w-full rounded-2xl border border-white/10 bg-zinc-950/70 px-3 py-2 text-sm outline-none ring-amber-300/40 placeholder:text-zinc-600 focus:ring-2"
+                placeholder="Lighting, framing, technical notes"
+              />
+            </div>
+
+            <div v-else-if="sectionKey === 'set' && sets.length" class="space-y-3">
+              <div>
+                <span class="text-sm font-medium text-zinc-300">Sets in this scene</span>
+                <p class="text-[11px] text-zinc-500">Toggle which set blocks appear. Pick a framing for each on set.</p>
+              </div>
+              <div
+                v-for="set in sets"
+                :key="'scene-set-'+set.id"
+                class="rounded-2xl border border-white/10 bg-zinc-950/40 px-3 py-2.5 space-y-2"
+              >
+                <label class="flex items-center justify-between gap-3 text-sm text-zinc-200">
+                  <span class="min-w-0 truncate">{{ set.name || 'Unnamed set' }}</span>
+                  <input
+                    type="checkbox"
+                    class="accent-amber-400"
+                    :checked="isSetOn(set.id)"
+                    @change="setSetOn(set.id, ($event.target as HTMLInputElement).checked)"
+                  >
+                </label>
+                <label v-if="isSetOn(set.id)" class="block text-[11px] text-zinc-500">
+                  Framing
+                  <select
+                    class="mt-1 w-full rounded-xl border border-white/10 bg-zinc-950 px-3 py-2 text-sm text-zinc-200 outline-none ring-amber-300/40 focus:ring-2"
+                    :value="activeSetFramingId(set.id) || ''"
+                    @change="setSetFraming(set.id, ($event.target as HTMLSelectElement).value)"
+                  >
+                    <option value="">None</option>
+                    <option v-for="framing in set.framings" :key="framing.id" :value="framing.id">
+                      {{ framing.label || 'Untitled framing' }}
+                    </option>
+                  </select>
+                </label>
+              </div>
+            </div>
+
+            <div v-else-if="sectionKey === 'characters'" class="space-y-3">
+              <div>
+                <span class="text-sm font-medium text-zinc-300">In this scene</span>
+                <p class="text-[11px] text-zinc-500">Toggle who appears. Pick an outfit for each on character.</p>
+              </div>
+              <div
+                v-for="character in characters"
+                :key="'scene-'+character.id"
+                class="rounded-2xl border border-white/10 bg-zinc-950/40 px-3 py-2.5 space-y-2"
+              >
+                <label class="flex items-center justify-between gap-3 text-sm text-zinc-200">
+                  <span class="min-w-0 truncate">{{ character.name || 'Unnamed character' }}</span>
+                  <input
+                    type="checkbox"
+                    class="accent-amber-400"
+                    :checked="isCharacterOn(character.id)"
+                    @change="setCharacterOn(character.id, ($event.target as HTMLInputElement).checked)"
+                  >
+                </label>
+                <label v-if="isCharacterOn(character.id)" class="block text-[11px] text-zinc-500">
+                  Outfit
+                  <select
+                    class="mt-1 w-full rounded-xl border border-white/10 bg-zinc-950 px-3 py-2 text-sm text-zinc-200 outline-none ring-amber-300/40 focus:ring-2"
+                    :value="activeOutfitId(character.id) || ''"
+                    @change="setCharacterOutfit(character.id, ($event.target as HTMLSelectElement).value)"
+                  >
+                    <option value="">None</option>
+                    <option v-for="outfit in character.outfits" :key="outfit.id" :value="outfit.id">
+                      {{ outfit.name || 'Untitled outfit' }}
+                    </option>
+                  </select>
+                </label>
+              </div>
+            </div>
+
+            <div v-else-if="sectionKey === 'prompt'" class="space-y-1">
+              <div class="flex items-center justify-between gap-2">
+                <span class="text-sm font-medium text-zinc-300">Prompt</span>
+                <button type="button" class="rounded-full border border-amber-300/70 px-3 min-h-11 py-1.5 text-sm font-semibold text-amber-100 hover:border-amber-300 hover:bg-amber-400/10" @click="activeScene.prompt = ''">Clear</button>
+              </div>
+              <textarea
+                v-model="activeScene.prompt"
+                rows="5"
+                class="w-full rounded-2xl border border-white/10 bg-zinc-950/70 px-3 py-2 text-sm outline-none ring-amber-300/40 placeholder:text-zinc-600 focus:ring-2"
+                placeholder="What happens in this image"
+              />
+            </div>
+          </template>
+        </div>
+
+        <section class="rounded-2xl border border-white/10 bg-zinc-950/30">
+          <div class="flex flex-wrap items-center justify-between gap-2 border-b border-white/5 px-4 py-3">
+            <div>
+              <h3 class="text-sm font-medium text-zinc-200">Preview</h3>
+              <p class="text-[11px] text-zinc-500">Assembled text ready to copy. Sequence name is omitted.</p>
+            </div>
+            <div class="flex items-center gap-2">
+              <button
+                type="button"
+                class="rounded-full bg-amber-400 px-4 min-h-11 py-2.5 text-sm font-semibold text-zinc-950 hover:bg-amber-300 disabled:cursor-not-allowed disabled:opacity-50"
+                :disabled="!activeSceneText"
+                @click="copyScene"
+              >
+                {{ copiedScene ? 'Scene copied' : 'Copy scene' }}
+              </button>
+              <button
+                type="button"
+                class="rounded-full bg-amber-400 px-4 min-h-11 py-2.5 text-sm font-semibold text-zinc-950 hover:bg-amber-300 disabled:cursor-not-allowed disabled:opacity-50"
+                :disabled="!previewText"
+                @click="copyPreview"
+              >
+                {{ copied ? 'Copied' : 'Copy' }}
+              </button>
+              <button
+                type="button"
+                class="rounded-full border border-amber-300/70 px-4 min-h-11 py-2.5 text-sm font-semibold text-amber-100 hover:border-amber-300 hover:bg-amber-400/10 disabled:cursor-not-allowed disabled:opacity-40"
+                @click="previewOpen = !previewOpen"
+              >
+                {{ previewOpen ? 'Hide' : 'Show' }}
+              </button>
+            </div>
+          </div>
+          <pre
+            v-if="previewOpen"
+            class="max-h-[min(28rem,50vh)] overflow-auto whitespace-pre-wrap px-4 py-3 text-xs text-zinc-300 [overflow-wrap:anywhere]"
+          >{{ previewText || 'Fill a scene to see the assembled prompt.' }}</pre>
+        </section>
+      </section>
+
+      <aside class="min-w-0 space-y-4">
+        <section class="glass rounded-3xl p-5 sm:p-6">
+          <h3 class="font-display text-lg font-bold">Saved sequences</h3>
+          <p class="mt-1 text-xs text-zinc-500">Stored with your other library data. Open one to edit.</p>
+          <p v-if="!sequences.length" class="mt-4 rounded-2xl border border-white/5 bg-zinc-950/40 px-4 py-6 text-center text-sm text-zinc-500">
+            Nothing saved yet.
+          </p>
+          <div v-else class="mt-4 space-y-2">
+            <button
+              v-for="sequence in sequences"
+              :key="sequence.id"
+              type="button"
+              class="w-full rounded-2xl border p-3 text-left transition"
+              :class="sequence.id === selectedId
+                ? 'border-amber-300/30 bg-amber-400/5'
+                : 'border-white/5 bg-zinc-950/40 hover:border-white/15'"
+              @click="select(sequence)"
+            >
+              <div class="flex items-start justify-between gap-2">
+                <div class="min-w-0">
+                  <p class="truncate text-sm font-medium text-zinc-100">{{ sequence.name }}</p>
+                  <p class="mt-0.5 text-[11px] text-zinc-500">
+                    {{ sequence.scenes?.length || 0 }} scene{{ (sequence.scenes?.length || 0) === 1 ? '' : 's' }}
+                    · {{ sequence.characters?.length || 0 }} character{{ (sequence.characters?.length || 0) === 1 ? '' : 's' }}
+                  </p>
+                </div>
+                <button
+                  type="button"
+                  class="rounded-full border border-amber-300/70 px-3 min-h-11 py-2 text-sm font-semibold text-amber-100 hover:border-amber-300 hover:bg-amber-400/10"
+                  @click.stop="remove(sequence)"
+                >
+                  Delete
+                </button>
+              </div>
+            </button>
+          </div>
+        </section>
+      </aside>
+    </main>
+  </div>
+</template>
+
+<script setup lang="ts">
+import type {
+  PromptSequence,
+  PromptSequenceCharacter,
+  PromptSequenceScene,
+  PromptSequenceSectionKey,
+  PromptSequenceSet
+} from '~/utils/promptSequences'
+import {
+  DEFAULT_PROMPT_SEQUENCE_SECTION_ORDER,
+  PROMPT_SEQUENCE_FRAMING_SUGGESTIONS,
+  assembleSceneText,
+  assembleSequenceText,
+  cloneSceneForNext,
+  emptyCharacter,
+  emptyFraming,
+  emptyOutfit,
+  emptyScene,
+  emptySet,
+  ensureSceneStatesForCharacters,
+  ensureSceneStatesForSets,
+  normalizePromptSequence,
+  normalizeSectionOrder
+} from '~/utils/promptSequences'
+
+useHead({ title: 'Prompt Builder' })
+
+const SECTION_LABELS: Record<PromptSequenceSectionKey, string> = {
+  style: 'Style',
+  settings: 'Settings',
+  set: 'Set',
+  characters: 'Characters',
+  prompt: 'Prompt'
+}
+
+const sequences = ref<PromptSequence[]>([])
+const selectedId = ref('')
+const name = ref('')
+const sectionOrder = ref<PromptSequenceSectionKey[]>([...DEFAULT_PROMPT_SEQUENCE_SECTION_ORDER])
+const characters = ref<PromptSequenceCharacter[]>([emptyCharacter()])
+const sets = ref<PromptSequenceSet[]>([])
+const scenes = ref<PromptSequenceScene[]>([emptyScene(1, characters.value, sets.value)])
+const activeIndex = ref(0)
+const previewOpen = ref(true)
+const busy = ref('')
+const error = ref('')
+const notice = ref('')
+const copied = ref(false)
+const copiedScene = ref(false)
+let copyTimer: ReturnType<typeof setTimeout> | null = null
+let copySceneTimer: ReturnType<typeof setTimeout> | null = null
+let dragSectionIndex: number | null = null
+
+const activeScene = computed(() => scenes.value[activeIndex.value] || null)
+const previewText = computed(() => assembleSequenceText({
+  sectionOrder: sectionOrder.value,
+  characters: characters.value,
+  sets: sets.value,
+  scenes: scenes.value
+}))
+const activeSceneText = computed(() => {
+  if (!activeScene.value) return ''
+  return assembleSceneText(activeScene.value, characters.value, sets.value, sectionOrder.value)
+})
+
+function sectionLabel(key: PromptSequenceSectionKey) {
+  return SECTION_LABELS[key] || key
+}
+
+function moveSection(index: number, delta: number) {
+  const next = index + delta
+  if (next < 0 || next >= sectionOrder.value.length) return
+  const copy = [...sectionOrder.value]
+  const [item] = copy.splice(index, 1)
+  copy.splice(next, 0, item)
+  sectionOrder.value = copy
+}
+
+function onSectionDragStart(index: number, event: DragEvent) {
+  dragSectionIndex = index
+  event.dataTransfer?.setData('text/plain', String(index))
+  if (event.dataTransfer) event.dataTransfer.effectAllowed = 'move'
+}
+
+function onSectionDragOver(event: DragEvent) {
+  if (event.dataTransfer) event.dataTransfer.dropEffect = 'move'
+}
+
+function onSectionDrop(index: number) {
+  if (dragSectionIndex == null || dragSectionIndex === index) {
+    dragSectionIndex = null
+    return
+  }
+  const copy = [...sectionOrder.value]
+  const [item] = copy.splice(dragSectionIndex, 1)
+  copy.splice(index, 0, item)
+  sectionOrder.value = copy
+  dragSectionIndex = null
+}
+
+function framingLabelPlaceholder(index: number) {
+  const suggestion = PROMPT_SEQUENCE_FRAMING_SUGGESTIONS[index % PROMPT_SEQUENCE_FRAMING_SUGGESTIONS.length]
+  return suggestion || 'wide / medium / narrow'
+}
+
+function startNew() {
+  selectedId.value = ''
+  name.value = ''
+  sectionOrder.value = [...DEFAULT_PROMPT_SEQUENCE_SECTION_ORDER]
+  characters.value = [emptyCharacter()]
+  sets.value = []
+  scenes.value = [emptyScene(1, characters.value, sets.value)]
+  activeIndex.value = 0
+  error.value = ''
+  notice.value = ''
+}
+
+function select(sequence: PromptSequence) {
+  const normalized = normalizePromptSequence(sequence) || sequence
+  selectedId.value = normalized.id
+  name.value = normalized.name
+  sectionOrder.value = normalizeSectionOrder(normalized.sectionOrder)
+  characters.value = (normalized.characters?.length ? normalized.characters : [emptyCharacter()]).map(character => ({
+    ...emptyCharacter(),
+    ...character,
+    outfits: (character.outfits || []).map(outfit => ({ ...emptyOutfit(), ...outfit }))
+  }))
+  sets.value = (normalized.sets || []).map(set => ({
+    ...emptySet(),
+    ...set,
+    framings: (set.framings?.length ? set.framings : [emptyFraming()]).map(framing => ({ ...emptyFraming(), ...framing }))
+  }))
+  scenes.value = (normalized.scenes?.length ? normalized.scenes : [emptyScene(1, characters.value, sets.value)]).map((scene, index) => ({
+    ...emptyScene(index + 1, characters.value, sets.value),
+    ...scene,
+    setStates: (scene.setStates || []).map(state => ({
+      setId: state.setId,
+      on: state.on !== false,
+      framingId: state.framingId || null
+    })),
+    characterStates: (scene.characterStates || []).map(state => ({
+      characterId: state.characterId,
+      on: state.on !== false,
+      outfitId: state.outfitId || null
+    }))
+  }))
+  ensureSceneStatesForSets(scenes.value, sets.value)
+  ensureSceneStatesForCharacters(scenes.value, characters.value)
+  activeIndex.value = 0
+  error.value = ''
+  notice.value = ''
+}
+
+function addNextScene() {
+  const previous = scenes.value[scenes.value.length - 1] || emptyScene(1, characters.value, sets.value)
+  const next = cloneSceneForNext(previous, scenes.value.length + 1)
+  scenes.value.push(next)
+  activeIndex.value = scenes.value.length - 1
+}
+
+function moveScene(index: number, delta: number) {
+  const newIndex = index + delta
+  if (newIndex < 0 || newIndex >= scenes.value.length) return
+  const [scene] = scenes.value.splice(index, 1)
+  if (!scene) return
+  scenes.value.splice(newIndex, 0, scene)
+  if (activeIndex.value === index) {
+    activeIndex.value = newIndex
+  } else if (index < activeIndex.value && newIndex >= activeIndex.value) {
+    activeIndex.value--
+  } else if (index > activeIndex.value && newIndex <= activeIndex.value) {
+    activeIndex.value++
+  }
+}
+
+function deleteScene(index: number) {
+  if (scenes.value.length <= 1) return
+  scenes.value.splice(index, 1)
+  if (activeIndex.value >= scenes.value.length) {
+    activeIndex.value = scenes.value.length - 1
+  } else if (activeIndex.value > index) {
+    activeIndex.value--
+  }
+}
+
+function addCharacter() {
+  const character = emptyCharacter()
+  characters.value.push(character)
+  ensureSceneStatesForCharacters(scenes.value, characters.value, {
+    newCharacterId: character.id,
+    turnOnSceneIndex: activeIndex.value
+  })
+}
+
+function clearCharacter(index: number) {
+  const character = characters.value[index]
+  if (!character) return
+  character.name = ''
+  character.description = ''
+  character.outfits = []
+  for (const scene of scenes.value) {
+    const state = scene.characterStates.find(item => item.characterId === character.id)
+    if (state) state.outfitId = null
+  }
+}
+
+function removeCharacter(index: number) {
+  if (characters.value.length <= 1) return
+  const [removed] = characters.value.splice(index, 1)
+  if (!removed) return
+  for (const scene of scenes.value) {
+    scene.characterStates = scene.characterStates.filter(state => state.characterId !== removed.id)
+  }
+}
+
+function addOutfit(characterIndex: number) {
+  const character = characters.value[characterIndex]
+  if (!character) return
+  character.outfits.push(emptyOutfit())
+}
+
+function removeOutfit(characterIndex: number, outfitIndex: number) {
+  const character = characters.value[characterIndex]
+  if (!character) return
+  const [removed] = character.outfits.splice(outfitIndex, 1)
+  if (!removed) return
+  for (const scene of scenes.value) {
+    const state = scene.characterStates.find(item => item.characterId === character.id)
+    if (state?.outfitId === removed.id) state.outfitId = null
+  }
+}
+
+function addSet() {
+  const set = emptySet()
+  sets.value.push(set)
+  ensureSceneStatesForSets(scenes.value, sets.value, {
+    newSetId: set.id,
+    turnOnSceneIndex: activeIndex.value
+  })
+}
+
+function clearSet(index: number) {
+  const set = sets.value[index]
+  if (!set) return
+  set.name = ''
+  set.framings = [emptyFraming()]
+  for (const scene of scenes.value) {
+    const state = scene.setStates.find(item => item.setId === set.id)
+    if (state) state.framingId = null
+  }
+}
+
+function removeSet(index: number) {
+  const [removed] = sets.value.splice(index, 1)
+  if (!removed) return
+  for (const scene of scenes.value) {
+    scene.setStates = (scene.setStates || []).filter(state => state.setId !== removed.id)
+  }
+}
+
+function addFraming(setIndex: number) {
+  const set = sets.value[setIndex]
+  if (!set) return
+  set.framings.push(emptyFraming())
+}
+
+function removeFraming(setIndex: number, framingIndex: number) {
+  const set = sets.value[setIndex]
+  if (!set) return
+  const [removed] = set.framings.splice(framingIndex, 1)
+  if (!removed) return
+  for (const scene of scenes.value) {
+    const state = scene.setStates.find(item => item.setId === set.id)
+    if (state?.framingId === removed.id) state.framingId = null
+  }
+}
+
+function clearFraming(setIndex: number, framingIndex: number) {
+  const framing = sets.value[setIndex]?.framings[framingIndex]
+  if (!framing) return
+  framing.label = ''
+  framing.text = ''
+}
+
+function sceneSetState(setId: string) {
+  return activeScene.value?.setStates?.find(state => state.setId === setId)
+}
+
+function isSetOn(setId: string) {
+  const state = sceneSetState(setId)
+  return state ? !!state.on : true
+}
+
+function setSetOn(setId: string, on: boolean) {
+  const state = sceneSetState(setId)
+  if (!state) {
+    activeScene.value?.setStates.push({ setId, on, framingId: null })
+    return
+  }
+  state.on = on
+}
+
+function activeSetFramingId(setId: string) {
+  return sceneSetState(setId)?.framingId || ''
+}
+
+function setSetFraming(setId: string, framingId: string) {
+  const state = sceneSetState(setId)
+  if (!state) {
+    activeScene.value?.setStates.push({
+      setId,
+      on: true,
+      framingId: framingId || null
+    })
+    return
+  }
+  state.framingId = framingId || null
+}
+
+function sceneState(characterId: string) {
+  return activeScene.value?.characterStates.find(state => state.characterId === characterId)
+}
+
+function isCharacterOn(characterId: string) {
+  const state = sceneState(characterId)
+  return state ? !!state.on : true
+}
+
+function setCharacterOn(characterId: string, on: boolean) {
+  const state = sceneState(characterId)
+  if (!state) {
+    activeScene.value?.characterStates.push({ characterId, on, outfitId: null })
+    return
+  }
+  state.on = on
+}
+
+function activeOutfitId(characterId: string) {
+  return sceneState(characterId)?.outfitId || ''
+}
+
+function setCharacterOutfit(characterId: string, outfitId: string) {
+  const state = sceneState(characterId)
+  if (!state) {
+    activeScene.value?.characterStates.push({
+      characterId,
+      on: true,
+      outfitId: outfitId || null
+    })
+    return
+  }
+  state.outfitId = outfitId || null
+}
+
+async function loadSequences() {
+  const listed = await $fetch<{ sequences?: PromptSequence[] }>('/api/prompt-sequences')
+  sequences.value = listed.sequences || []
+}
+
+async function save() {
+  const nextName = name.value.trim()
+  if (!nextName) return
+  const existingByName = sequences.value.find(item => item.name.toLowerCase() === nextName.toLowerCase())
+  const updateExisting = Boolean(selectedId.value) && (!existingByName || existingByName.id === selectedId.value)
+  if (existingByName && existingByName.id !== selectedId.value && !window.confirm(`Overwrite sequence “${existingByName.name}”?`)) return
+  busy.value = 'save'
+  error.value = ''
+  notice.value = ''
+  const payload = {
+    name: nextName,
+    sectionOrder: sectionOrder.value,
+    characters: characters.value,
+    sets: sets.value,
+    scenes: scenes.value
+  }
+  try {
+    if (updateExisting && selectedId.value) {
+      const saved = await $fetch<{ sequence: PromptSequence; sequences: PromptSequence[] }>(`/api/prompt-sequences/${selectedId.value}`, {
+        method: 'PATCH',
+        body: payload
+      })
+      sequences.value = saved.sequences
+      select(saved.sequence)
+      notice.value = `Saved “${saved.sequence.name}”.`
+    } else {
+      const saved = await $fetch<{ sequence: PromptSequence; sequences: PromptSequence[] }>('/api/prompt-sequences', {
+        method: 'POST',
+        body: { ...payload, overwrite: Boolean(existingByName) }
+      })
+      sequences.value = saved.sequences
+      select(saved.sequence)
+      notice.value = existingByName ? `Overwrote “${saved.sequence.name}”.` : `Saved “${saved.sequence.name}”.`
+    }
+  } catch (err: any) {
+    error.value = err?.data?.statusMessage || err?.statusMessage || err?.message || 'Could not save that sequence'
+  } finally {
+    busy.value = ''
+  }
+}
+
+async function remove(sequence: PromptSequence) {
+  if (!window.confirm(`Delete sequence “${sequence.name}”?`)) return
+  busy.value = 'delete'
+  error.value = ''
+  notice.value = ''
+  try {
+    const saved = await $fetch<{ sequences: PromptSequence[] }>(`/api/prompt-sequences/${sequence.id}`, { method: 'DELETE' })
+    sequences.value = saved.sequences
+    if (selectedId.value === sequence.id) startNew()
+    notice.value = `Deleted “${sequence.name}”.`
+  } catch (err: any) {
+    error.value = err?.data?.statusMessage || err?.statusMessage || err?.message || 'Could not delete that sequence'
+  } finally {
+    busy.value = ''
+  }
+}
+
+async function writeClipboard(text: string, kind: 'all' | 'scene') {
+  if (!text) return
+  try {
+    await navigator.clipboard.writeText(text)
+    if (kind === 'scene') {
+      copiedScene.value = true
+      if (copySceneTimer) clearTimeout(copySceneTimer)
+      copySceneTimer = setTimeout(() => { copiedScene.value = false }, 1500)
+    } else {
+      copied.value = true
+      if (copyTimer) clearTimeout(copyTimer)
+      copyTimer = setTimeout(() => { copied.value = false }, 1500)
+    }
+  } catch {
+    error.value = 'Could not copy to the clipboard'
+  }
+}
+
+async function copyPreview() {
+  await writeClipboard(previewText.value, 'all')
+}
+
+async function copyScene() {
+  await writeClipboard(activeSceneText.value, 'scene')
+}
+
+onMounted(async () => {
+  try {
+    await loadSequences()
+  } catch (err: any) {
+    error.value = err?.data?.statusMessage || err?.message || 'Could not load saved sequences'
+  }
+})
+
+onBeforeUnmount(() => {
+  if (copyTimer) clearTimeout(copyTimer)
+  if (copySceneTimer) clearTimeout(copySceneTimer)
+})
+</script>

scripts/caption-host.mjs

@@ -0,0 +1,299 @@
+import { spawn } from 'node:child_process'
+import { createServer } from 'node:net'
+import { existsSync, mkdirSync, readFileSync, writeFileSync, renameSync, appendFileSync, readdirSync, copyFileSync, createWriteStream } from 'node:fs'
+import { join, resolve, extname } from 'node:path'
+import { pipeline } from 'node:stream/promises'
+import { Transform } from 'node:stream'
+import { captionStylePrompt, CAPTION_STYLES } from '../shared/caption.mjs'
+
+const MODEL_NAME = 'Qwen2.5-VL-7B-NSFW-Caption-V4.Q5_K_M.gguf'
+const MMPROJ_NAME = 'Qwen2.5-VL-7B-NSFW-Caption-V4.mmproj-f16.gguf'
+
+function defaultModelsDir() {
+  const shared = process.env.COMFY_MODELS_ROOT
+    || join(process.env.LOCALAPPDATA || '', 'Comfy-Desktop', 'ComfyUI-Shared', 'models')
+  return resolve(process.env.CAPTION_MODELS || join(shared, 'caption', 'qwen25vl-7b-nsfw-v4'))
+}
+
+/** Prefer winget ggml.llamacpp; never download. Process exit after one caption = keep_alive 0. */
+function resolveLlamaServer(explicit) {
+  if (explicit) return resolve(explicit)
+  if (process.env.CAPTION_LLAMA_SERVER) return resolve(process.env.CAPTION_LLAMA_SERVER)
+  const local = process.env.LOCALAPPDATA || ''
+  const candidates = [
+    join(local, 'Microsoft', 'WinGet', 'Packages', 'ggml.llamacpp_Microsoft.Winget.Source_8wekyb3d8bbwe', 'llama-server.exe'),
+    join(local, 'llama.cpp', 'llama-server.exe'),
+    join('C:\\', 'llama.cpp', 'llama-server.exe')
+  ]
+  for (const path of candidates) {
+    if (existsSync(path)) return path
+  }
+  return 'llama-server'
+}
+
+function freePort() {
+  return new Promise((resolvePort, reject) => {
+    const server = createServer()
+    server.listen(0, '127.0.0.1', () => {
+      const address = server.address()
+      const port = typeof address === 'object' && address ? address.port : 0
+      server.close(error => error ? reject(error) : resolvePort(port))
+    })
+    server.on('error', reject)
+  })
+}
+
+async function waitForServer(port, signal, timeoutMs = 120_000, fetchImpl = fetch) {
+  const started = Date.now()
+  while (Date.now() - started < timeoutMs) {
+    if (signal?.aborted) throw new Error('Caption cancelled while loading the model.')
+    try {
+      const response = await fetchImpl(`http://127.0.0.1:${port}/health`, { signal: AbortSignal.timeout(2000) })
+      if (response.ok) return
+    } catch { /* booting */ }
+    await new Promise(r => setTimeout(r, 500))
+  }
+  throw new Error('llama-server did not become ready in time.')
+}
+
+function mimeFor(path) {
+  const ext = extname(path).toLowerCase()
+  if (ext === '.jpg' || ext === '.jpeg') return 'image/jpeg'
+  if (ext === '.webp') return 'image/webp'
+  if (ext === '.gif') return 'image/gif'
+  return 'image/png'
+}
+
+function killTree(child) {
+  return new Promise(resolveKill => {
+    if (!child?.pid) return resolveKill()
+    let finished = false
+    const done = () => { if (finished) return; finished = true; resolveKill() }
+    child.once('close', done)
+    try { if (typeof child.kill === 'function') child.kill() } catch { /* ignore */ }
+    if (process.platform === 'win32' && child.pid > 0) {
+      try {
+        const killer = spawn('taskkill', ['/PID', String(child.pid), '/T', '/F'], { windowsHide: true, stdio: 'ignore' })
+        killer.once('close', done)
+        killer.once('error', done)
+      } catch { done() }
+    }
+    setTimeout(done, 3000)
+  })
+}
+
+export function validateCaptionHostRequest(body) {
+  if (!/^[a-zA-Z0-9-]{12,80}$/.test(body?.id || '')) throw new Error('Invalid caption job ID.')
+  const style = String(body.style || body.captionStyle || 'descriptive')
+  if (!CAPTION_STYLES.includes(style)) throw new Error('Unknown caption style.')
+  return { id: body.id, style, imagePath: body.imagePath ? String(body.imagePath) : '' }
+}
+
+/** One llama-server process per caption. Process exit unloads VRAM (keep_alive 0). */
+export function createCaptionHost({
+  prepare,
+  leaseValid,
+  spawnProcess = spawn,
+  modelsDir,
+  llamaServer,
+  dataDir,
+  fetchImpl = fetch,
+  serverWaitMs = 120_000
+} = {}) {
+  const models = resolve(modelsDir || defaultModelsDir())
+  const executable = resolveLlamaServer(llamaServer)
+  const data = resolve(dataDir || process.env.CAPTION_JOBS_DIR || join(models, 'aigen-jobs'))
+  let active = null
+  let holdUntil = 0
+  if (existsSync(data)) {
+    for (const id of readdirSync(data)) {
+      try {
+        const path = join(data, id, 'status.json')
+        if (!existsSync(path)) continue
+        const state = JSON.parse(readFileSync(path, 'utf8'))
+        if (['running', 'starting', 'cancelling'].includes(state.status)) {
+          holdUntil = Date.now() + 10000
+          state.status = 'error'
+          state.error = 'Caption host restarted. GPU model unloaded.'
+          writeFileSync(path + '.tmp', JSON.stringify(state))
+          renameSync(path + '.tmp', path)
+        }
+      } catch { /* ignore */ }
+    }
+  }
+  const dir = id => {
+    if (!/^[a-zA-Z0-9-]{12,80}$/.test(id || '')) throw new Error('Invalid caption job ID.')
+    return join(data, id)
+  }
+  const persist = job => {
+    const target = join(dir(job.id), 'status.json')
+    writeFileSync(target + '.tmp', JSON.stringify(job))
+    renameSync(target + '.tmp', target)
+  }
+  const read = id => {
+    if (active?.job.id === id) return { ...active.job }
+    const path = join(dir(id), 'status.json')
+    return existsSync(path) ? JSON.parse(readFileSync(path, 'utf8')) : null
+  }
+  const modelPath = () => join(models, MODEL_NAME)
+  const mmprojPath = () => join(models, MMPROJ_NAME)
+  const configured = () => {
+    try {
+      if (!existsSync(modelPath()) || !existsSync(mmprojPath())) return false
+      if (executable.includes('\\') || executable.includes('/')) return existsSync(executable)
+      return true
+    } catch { return false }
+  }
+
+  return {
+    busy: () => Boolean(active) || Date.now() < holdUntil,
+    configured,
+    modelsDir: () => models,
+    read,
+    async upload(id, stream) {
+      if (read(id)?.status === 'complete') throw new Error('This caption job has already finished.')
+      const jobDir = dir(id)
+      mkdirSync(jobDir, { recursive: true })
+      const dest = join(jobDir, 'input.upload')
+      let bytes = 0
+      await pipeline(stream, new Transform({
+        transform(chunk, _, callback) {
+          bytes += chunk.length
+          callback(bytes > 40 * 1024 * 1024 ? new Error('Image exceeds the 40 MB upload limit.') : null, chunk)
+        }
+      }), createWriteStream(dest, { flags: 'w' }))
+      if (bytes < 32) throw new Error('Image file is empty.')
+      renameSync(dest, join(jobDir, 'input.png'))
+    },
+    async start(body, lease) {
+      const request = validateCaptionHostRequest(body)
+      const previous = read(request.id)
+      if (previous) return previous
+      if (active || Date.now() < holdUntil) throw Object.assign(new Error('Caption is already running or releasing VRAM.'), { statusCode: 409 })
+      if (!configured()) throw new Error(`Caption model missing under ${models}. Run scripts/setup-caption.ps1.`)
+      if (!leaseValid(lease)) throw new Error('GPU reservation expired.')
+
+      let imagePath = request.imagePath
+      if (imagePath) {
+        if (!existsSync(imagePath)) throw new Error('imagePath does not exist on the GPU host.')
+        mkdirSync(dir(request.id), { recursive: true })
+        const dest = join(dir(request.id), `input${extname(imagePath) || '.png'}`)
+        copyFileSync(imagePath, dest)
+        imagePath = dest
+      } else {
+        imagePath = join(dir(request.id), 'input.png')
+        if (!existsSync(imagePath)) {
+          const alt = existsSync(dir(request.id)) && readdirSync(dir(request.id)).find(name => /^input\./i.test(name))
+          if (!alt) throw new Error('Upload an image first or pass imagePath.')
+          imagePath = join(dir(request.id), alt)
+        }
+      }
+
+      const job = {
+        id: request.id, status: 'starting', message: 'Preparing GPU for caption', progress: 0,
+        style: request.style, startedAt: Date.now(), checkedAt: Date.now()
+      }
+      active = { job, child: null, cancelled: false, abort: new AbortController() }
+      const run = active
+      mkdirSync(dir(job.id), { recursive: true })
+      writeFileSync(join(dir(job.id), 'request.json'), JSON.stringify({ ...request, imagePath, prompt: captionStylePrompt(request.style) }))
+      persist(job)
+
+      try {
+        if (prepare) await prepare()
+        if (run.cancelled || !leaseValid(lease)) throw new Error('Caption start cancelled or GPU reservation expired.')
+        job.status = 'running'; job.message = 'Loading Qwen2.5-VL caption model'; job.progress = 5; persist(job)
+
+        const port = await freePort()
+        // One caption per process. killTree after response unloads VRAM (keep_alive 0).
+        const child = spawnProcess(executable, [
+          '-m', modelPath(), '--mmproj', mmprojPath(),
+          '--host', '127.0.0.1', '--port', String(port),
+          '-ngl', String(process.env.CAPTION_NGL || '99'),
+          '-c', String(process.env.CAPTION_CTX || '4096'),
+          '--jinja'
+        ], { windowsHide: true, shell: false, stdio: ['ignore', 'pipe', 'pipe'], env: { ...process.env } })
+        run.child = child
+        const log = chunk => appendFileSync(join(dir(job.id), 'worker.log'), chunk)
+        child.stdout.on('data', log)
+        child.stderr.on('data', log)
+        const watchdog = setInterval(() => {
+          if (!leaseValid(lease)) { job.error = 'GPU reservation expired; caption stopped.'; run.abort.abort(); void killTree(child) }
+        }, 5000)
+
+        try {
+          await waitForServer(port, run.abort.signal, serverWaitMs, fetchImpl)
+          if (run.cancelled) throw new Error('Cancelled')
+          job.message = 'Captioning'; job.progress = 40; persist(job)
+          const bytes = readFileSync(imagePath)
+          const dataUrl = `data:${mimeFor(imagePath)};base64,${bytes.toString('base64')}`
+          const response = await fetchImpl(`http://127.0.0.1:${port}/v1/chat/completions`, {
+            method: 'POST',
+            headers: { 'Content-Type': 'application/json' },
+            signal: run.abort.signal.aborted ? run.abort.signal : AbortSignal.timeout(Number(process.env.CAPTION_TIMEOUT_MS || 180_000)),
+            body: JSON.stringify({
+              temperature: 0.2,
+              max_tokens: 512,
+              messages: [{
+                role: 'user',
+                content: [
+                  { type: 'text', text: captionStylePrompt(request.style) },
+                  { type: 'image_url', image_url: { url: dataUrl } }
+                ]
+              }]
+            })
+          })
+          if (run.abort.signal.aborted) throw new Error('Cancelled')
+          if (!response.ok) {
+            const detail = await response.text().catch(() => '')
+            throw new Error(`llama-server caption failed (${response.status}): ${detail.slice(0, 400)}`)
+          }
+          const payload = await response.json()
+          const text = String(payload?.choices?.[0]?.message?.content || '').trim()
+          if (!text) throw new Error('Caption model returned empty text.')
+          job.text = text
+          job.status = run.cancelled ? 'cancelled' : 'complete'
+          job.message = job.status === 'complete' ? 'Caption ready' : 'Cancelled'
+          job.progress = 100
+          job.checkedAt = Date.now()
+          persist(job)
+          return { ...job }
+        } finally {
+          clearInterval(watchdog)
+          await killTree(child)
+          holdUntil = Date.now() + 2000
+          if (active === run) active = null
+        }
+      } catch (error) {
+        job.status = run.cancelled ? 'cancelled' : 'error'
+        job.error = error.message || String(error)
+        job.message = job.error
+        job.checkedAt = Date.now()
+        persist(job)
+        if (run.child) await killTree(run.child)
+        if (active === run) active = null
+        holdUntil = Date.now() + 2000
+        throw error
+      }
+    },
+    async cancel(id) {
+      if (active?.job.id !== id) return read(id)
+      const run = active
+      run.cancelled = true
+      run.job.status = 'cancelling'
+      run.job.message = 'Cancelling'
+      persist(run.job)
+      run.abort.abort()
+      if (run.child) await killTree(run.child)
+      return read(id)
+    },
+    async captionOnce(body, lease) {
+      const id = body.id || `caption-${Date.now()}-${Math.random().toString(36).slice(2, 10)}`
+      const result = await this.start({ ...body, id }, lease)
+      if (result.status === 'complete') return { text: result.text, id: result.id, style: result.style }
+      throw new Error(result.error || 'Caption failed.')
+    }
+  }
+}
+
+export const captionModelFiles = { model: MODEL_NAME, mmproj: MMPROJ_NAME }

scripts/comfy-host-agent.mjs

@@ -4,6 +4,7 @@ import { stableMemoryArgs } from './comfy-memory-policy.mjs'
 import { createGpuReservation } from './gpu-reservation.mjs'
 import { createGpuProxy } from './gpu-proxy.mjs'
 import { createYue2Host } from './yue2-host.mjs'
+import { createCaptionHost } from './caption-host.mjs'
 import http from 'node:http'
 import net from 'node:net'
 import { execFile, spawn } from 'node:child_process'
@@ -147,7 +148,7 @@ let proxyTarget = 0
 
 function ensureProxyListening() {
   if (proxyServer) return
-  proxyServer = createGpuProxy({ target: () => proxyTarget, reservation: gpuReservation, authorized, markWork, externalBusy: () => yue2.busy() || upscale.busy() })
+  proxyServer = createGpuProxy({ target: () => proxyTarget, reservation: gpuReservation, authorized, markWork, externalBusy: () => yue2.busy() || upscale.busy() || caption.busy() })
   proxyServer.on('error', (error) => {
     console.log(JSON.stringify({ src: 'comfy-host-agent', event: 'proxy-error', error: String(error.message || error) }))
   })
@@ -819,7 +820,7 @@ function purgeDesktopFiles(body) {
 }
 
 const gpuReservation = createGpuReservation({ idle: async () => {
-  if (yue2.busy() || upscale.busy()) return false
+  if (yue2.busy() || upscale.busy() || caption.busy()) return false
   if ((await trainingLock()).busy) return false
   const healthy = await syncProxy()
   if (healthy) {
@@ -830,29 +831,65 @@ const gpuReservation = createGpuReservation({ idle: async () => {
   return !(await processUp()) && !(await pythonMainUp().catch(() => true))
 } })
 
-const yue2 = createYue2Host({
-  leaseValid: lease => gpuReservation.isOwner(lease),
-  prepare: async () => {
+async function prepareExclusiveGpu(label) {
   if ((await trainingLock()).busy) throw new Error('GPU is busy with training.')
+  if (label !== 'YuE2' && yue2.busy()) throw new Error('YuE2 is using the GPU.')
+  if (label !== 'caption' && caption.busy()) throw new Error('Caption is using the GPU.')
+  if (upscale.busy()) throw new Error('Local upscale is using the GPU.')
   const healthy = await syncProxy()
   if (healthy) {
     const queue = await fetchLocalQueue(healthy)
-      if (!queue.ok || queue.running || queue.pending) throw new Error('Comfy is busy; YuE2 cannot start.')
+    if (!queue.ok || queue.running || queue.pending) throw new Error(`Comfy is busy; ${label} cannot start.`)
   }
-    // Stop Comfy and refuse to launch while its Python still owns VRAM.
   if (healthy || await processUp() || await pythonMainUp().catch(() => false)) {
     await stopComfyProcesses()
     markAsleep()
   }
   if (await pythonMainUp()) throw new Error('Comfy has not stopped; retry after the GPU is free.')
 }
-})
 
 const upscale = createUpscaleHost({ leaseValid: token => gpuReservation.isOwner(token) })
 
+const yue2 = createYue2Host({
+  leaseValid: lease => gpuReservation.isOwner(lease),
+  prepare: async () => prepareExclusiveGpu('YuE2')
+})
+
+const caption = createCaptionHost({
+  leaseValid: lease => gpuReservation.isOwner(lease),
+  prepare: async () => prepareExclusiveGpu('caption')
+})
+
 async function handleControl(req, res) {
   if (!authorized(req)) return json(res, 401, { ok: false, error: 'unauthorized' })
   const url = new URL(req.url || '/', 'http://localhost')
+  if (url.pathname.startsWith('/caption')) {
+    const match = url.pathname.match(/^\/caption\/jobs\/([a-zA-Z0-9-]{12,80})(\/input|\/cancel)?$/)
+    if (req.method === 'GET' && url.pathname === '/caption/status') {
+      return json(res, 200, { configured: caption.configured(), busy: caption.busy(), backend: 'llama.cpp', modelsDir: caption.modelsDir() })
+    }
+    if (req.method === 'POST' && url.pathname === '/caption') {
+      try {
+        const body = await readJson(req)
+        return json(res, 200, await caption.captionOnce(body, String(req.headers['x-aigen-gpu-lease'] || '')))
+      } catch (error) {
+        return json(res, error.statusCode || 400, { error: error.message || 'Caption failed' })
+      }
+    }
+    if (req.method === 'POST' && url.pathname === '/caption/jobs') {
+      return json(res, 200, await caption.start(await readJson(req), String(req.headers['x-aigen-gpu-lease'] || '')))
+    }
+    if (match && req.method === 'PUT' && match[2] === '/input') {
+      await caption.upload(match[1], req)
+      return json(res, 200, { uploaded: true })
+    }
+    if (match && req.method === 'POST' && match[2] === '/cancel') return json(res, 200, await caption.cancel(match[1]))
+    if (match && req.method === 'GET' && !match[2]) {
+      const job = caption.read(match[1])
+      return json(res, job ? 200 : 404, job || { error: 'Caption job not found' })
+    }
+    return json(res, 404, { error: 'Unknown caption endpoint' })
+  }
   if (url.pathname.startsWith('/upscale/')) {
     const match = url.pathname.match(/^\/upscale\/jobs\/([a-zA-Z0-9-]{12,80})(\/input|\/video|\/cancel)?$/)
     if (req.method === 'POST' && url.pathname === '/upscale/jobs') return json(res, 200, upscale.start(await readJson(req), String(req.headers['x-aigen-gpu-lease'] || '')))
@@ -909,12 +946,14 @@ async function handleControl(req, res) {
       gpu: gpuReservation.availability(),
       training: { busy: lastTraining.busy },
       yue2: { busy: yue2.busy(), configured: yue2.configured() },
+      caption: { busy: caption.busy(), configured: caption.configured() },
       upscale: { busy: upscale.busy(), engine: 'realesrgan-rife', local: true }
     })
   }
   if (req.method === 'POST' && url.pathname === '/start') {
     if (upscale.busy()) return json(res, 409, { message: 'Local upscale is using the GPU.' })
     if (yue2.busy()) return json(res, 409, { message: 'YuE2 is using the GPU.' })
+    if (caption.busy()) return json(res, 409, { message: 'Caption is using the GPU.' })
     const training = await trainingLock()
     if (training.busy) {
       return json(res, 409, {
@@ -1016,7 +1055,7 @@ const server = http.createServer(async (req, res) => {
     } else await handleControl(req, res)
   } catch (error) {
     req.resume()
-    if ((String(req.url || '').startsWith('/yue2/') || String(req.url || '').startsWith('/upscale/')) && !res.headersSent) return json(res, error.statusCode || 400, { error: error.message || 'Music host request failed' })
+    if ((String(req.url || '').startsWith('/yue2/') || String(req.url || '').startsWith('/upscale/') || String(req.url || '').startsWith('/caption')) && !res.headersSent) return json(res, error.statusCode || 400, { error: error.message || 'Host request failed' })
     if (!res.headersSent) json(res, error.statusCode || 400, { ok: false, message: error.statusCode === 409 ? 'GPU is in use. Waiting for availability.' : 'GPU coordination request failed.' })
   }
 })

scripts/setup-caption.ps1

@@ -0,0 +1,54 @@
+# Caption (Qwen2.5-VL NSFW Caption V4 GGUF) — verify host files only.
+# Models are already on the 5080 host. Do not download. Do not search Hugging Face.
+
+$ErrorActionPreference = 'Stop'
+
+function Resolve-ModelsRoot {
+  if ($env:COMFY_MODELS_ROOT) { return $env:COMFY_MODELS_ROOT }
+  $shared = Join-Path $env:LOCALAPPDATA 'Comfy-Desktop\ComfyUI-Shared\models'
+  if (Test-Path $shared) { return $shared }
+  throw 'Set COMFY_MODELS_ROOT or install Comfy Desktop Shared models.'
+}
+
+$root = Join-Path (Resolve-ModelsRoot) 'caption\qwen25vl-7b-nsfw-v4'
+if (-not (Test-Path $root)) {
+  throw "Caption models folder missing: $root"
+}
+
+$files = @(
+  'Qwen2.5-VL-7B-NSFW-Caption-V4.Q5_K_M.gguf',
+  'Qwen2.5-VL-7B-NSFW-Caption-V4.mmproj-f16.gguf'
+)
+
+foreach ($name in $files) {
+  $path = Join-Path $root $name
+  if (-not (Test-Path $path)) {
+    throw "Missing $name under $root. Do not download; use the files already on this host."
+  }
+  Write-Host "OK $name"
+}
+
+$llama = $null
+if ($env:CAPTION_LLAMA_SERVER -and (Test-Path $env:CAPTION_LLAMA_SERVER)) {
+  $llama = Get-Item $env:CAPTION_LLAMA_SERVER
+} else {
+  $winget = Join-Path $env:LOCALAPPDATA 'Microsoft\WinGet\Packages\ggml.llamacpp_Microsoft.Winget.Source_8wekyb3d8bbwe\llama-server.exe'
+  if (Test-Path $winget) { $llama = Get-Item $winget }
+  else { $llama = Get-Command llama-server -ErrorAction SilentlyContinue }
+}
+
+if (-not $llama) {
+  throw 'llama-server not found. Install with: winget install ggml.llamacpp'
+}
+$llamaPath = if ($llama.PSObject.Properties['FullName'] -and $llama.FullName) { $llama.FullName } elseif ($llama.PSObject.Properties['Source'] -and $llama.Source) { $llama.Source } else { [string]$llama }
+Write-Host "llama-server: $llamaPath"
+
+$ready = @{
+  model = 'Qwen2.5-VL-7B-NSFW-Caption-V4.Q5_K_M.gguf'
+  mmproj = 'Qwen2.5-VL-7B-NSFW-Caption-V4.mmproj-f16.gguf'
+  modelsDir = $root
+  llamaServer = $llamaPath
+  readyAt = (Get-Date).ToUniversalTime().ToString('o')
+} | ConvertTo-Json
+Set-Content -Path (Join-Path $root 'aigen-ready.json') -Value $ready -Encoding utf8
+Write-Host "Caption ready: $root"

scripts/start-comfy-host-agent.ps1

@@ -18,6 +18,12 @@ Get-NetTCPConnection -LocalPort 8199 -State Listen -ErrorAction SilentlyContinue
 
 Start-Sleep -Milliseconds 400
 
+# Caption VLM — point at existing host GGUFs (no download).
+$captionModels = Join-Path $env:LOCALAPPDATA 'Comfy-Desktop\ComfyUI-Shared\models\caption\qwen25vl-7b-nsfw-v4'
+$llamaServer = Join-Path $env:LOCALAPPDATA 'Microsoft\WinGet\Packages\ggml.llamacpp_Microsoft.Winget.Source_8wekyb3d8bbwe\llama-server.exe'
+if (Test-Path $captionModels) { $env:CAPTION_MODELS = $captionModels }
+if (Test-Path $llamaServer) { $env:CAPTION_LLAMA_SERVER = $llamaServer }
+
 if ($Wait) {
   Set-Location $root
   & $node $agent
@@ -31,4 +37,5 @@ $psi.WorkingDirectory = $root
 $psi.UseShellExecute = $false
 $psi.CreateNoWindow = $true
 $psi.WindowStyle = [System.Diagnostics.ProcessWindowStyle]::Hidden
+# CAPTION_* already set on this process; child inherits when UseShellExecute is false
 [void][System.Diagnostics.Process]::Start($psi)

server/api/generate/caption.post.ts

@@ -0,0 +1,50 @@
+import { validateCaptionBody } from '~/shared/caption.mjs'
+import { addStudioJob, kickStudioQueue, type StudioJobPayload } from '~/server/utils/studioQueue'
+import { getStill } from '~/server/utils/library'
+
+export default defineEventHandler(async (event) => {
+  const { owner } = assertLibraryOwner(event)
+  const raw = await readBody(event)
+  let body: ReturnType<typeof validateCaptionBody>
+  try {
+    body = validateCaptionBody(raw)
+  } catch (e: any) {
+    throw createError({ statusCode: e.statusCode || 400, statusMessage: e.message })
+  }
+  assertFolderAccess(event, body.folderId)
+  const still = getStill(owner, body.stillId)
+  assertFolderAccess(event, still.folderId)
+
+  const row = await addStudioJob({
+    ownerKey: owner,
+    kind: 'caption',
+    familyId: crypto.randomUUID(),
+    payload: {
+      prompt: `Describe · ${body.captionStyle}`,
+      name: `Describe · ${body.captionStyle}`,
+      folderId: body.folderId,
+      stillId: still.id,
+      captionStyle: body.captionStyle,
+      aspect: 'auto',
+      width: 0,
+      height: 0,
+      steps: 1,
+      turbo: true,
+      seed: 0,
+      cfg: 0,
+      fps: 24,
+      samplerName: 'euler',
+      scheduler: 'simple',
+      duration: 0,
+      sound: false,
+      workflow: 'minimax',
+      useIdentityRefs: false,
+      hideThumbnail: false,
+      referenceStillIds: [],
+      extensions: [],
+      queueAutoRun: true
+    } as StudioJobPayload
+  })
+  kickStudioQueue()
+  return { id: row.id, liveJobId: row.liveJobId, captionStyle: body.captionStyle, stillId: still.id }
+})

server/api/health.get.ts

@@ -48,7 +48,7 @@ export default defineEventHandler(async () => {
       host: comfy.host || '',
       queueRunning: queue.running,
       queuePending: queue.pending,
-      asleep: Boolean(control?.asleep) && !comfyReachable && !control?.yue2?.busy,
+      asleep: Boolean(control?.asleep) && !comfyReachable && !control?.yue2?.busy && !control?.caption?.busy,
       processUp: Boolean(control?.process ?? control?.processUp),
       lastActivityAt: control?.lastActivityAt || null,
       stats: comfy.ok ? comfy.stats : undefined
@@ -58,6 +58,11 @@ export default defineEventHandler(async () => {
       busy: Boolean(control?.yue2?.busy),
       backend: control?.yue2?.backend || 'yue2'
     },
+    caption: {
+      configured: Boolean(control?.caption?.configured),
+      busy: Boolean(control?.caption?.busy),
+      backend: control?.caption?.backend || 'llama.cpp'
+    },
     imageComfy: {
       configured: imageConfigured,
       ok: imageOk,

server/api/library/clips/[id]/thumb.get.ts

@@ -13,7 +13,7 @@ export default defineEventHandler(async (event) => {
   }
   const etag = fileEtag(path)
   setHeader(event, 'ETag', etag)
-  setHeader(event, 'Cache-Control', 'private, max-age=86400, stale-while-revalidate=604800')
+  setHeader(event, 'Cache-Control', 'public, max-age=86400')
   if (getHeader(event, 'if-none-match') === etag) {
     setResponseStatus(event, 304)
     return null

server/api/library/index.get.ts

@@ -1,10 +1,23 @@
+import { publicLibrary, publicLibraryPage } from '~/server/utils/library'
+
 export default defineEventHandler((event) => {
-  const light = String(getQuery(event).light || '') === '1'
-  const library = publicLibrary(event, { light })
-  try {
-    const { owner } = assertLibraryOwner(event)
-    const folderId = library.folders.find(folder => folder.unlocked)?.id
-    void maintainLibrary(owner, folderId).catch(() => null)
-  } catch { /* locked or anonymous — still return what we can */ }
-  return library
+  const query = getQuery(event)
+  const light = String(query.light || '') === '1'
+  const full = String(query.full || '') === '1'
+  const limitRaw = query.limit
+  const hasLimit = limitRaw != null && String(limitRaw) !== ''
+  // Default GET /api/library → page helper (limit 50). Opt into full catalog with full=1 or legacy light=1.
+  const wantsFull = full || (light && !hasLimit)
+
+  if (!wantsFull) {
+    return publicLibraryPage(event, {
+      limit: hasLimit ? Number(limitRaw) || 50 : 50,
+      cursor: String(query.cursor || ''),
+      folderId: String(query.folderId || query.folder || ''),
+      type: String(query.type || query.filter || 'all')
+    })
+  }
+
+  // Full catalog path — no thumb prewarm on the request (thumbs build on /thumb hit)
+  return publicLibrary(event, { light: true })
 })

server/api/library/stills/[id].get.ts

@@ -1,23 +1,44 @@
 import { existsSync, createReadStream } from 'node:fs'
-import { fileEtag, stillPath, stillThumbPath, sniffImageType } from '~/server/utils/library'
+import { fileEtag, stillPath, existingStillThumbPath, stillThumbPath, sniffImageType } from '~/server/utils/library'
 
-export default defineEventHandler(async (event) => {
+export default defineEventHandler((event) => {
   const { owner } = assertLibraryOwner(event)
   const id = String(getRouterParam(event, 'id') || '')
   const still = getStill(owner, id)
   assertFolderAccess(event, still.folderId)
   const wantThumb = String(getQuery(event).thumb || '') === '1'
-  const path = wantThumb ? await stillThumbPath(owner, id) : stillPath(owner, still.id)
-  if (!path || !existsSync(path)) {
-    throw createError({ statusCode: 404, statusMessage: 'Image file is missing' })
-  }
+  const original = stillPath(owner, still.id)
+
+  if (wantThumb) {
+    const path = existingStillThumbPath(owner, id)
+    if (path && path !== original && existsSync(path)) {
       const etag = fileEtag(path)
       setHeader(event, 'ETag', etag)
-  setHeader(event, 'Cache-Control', wantThumb ? 'private, max-age=86400, stale-while-revalidate=604800' : 'private, max-age=3600')
+      setHeader(event, 'Cache-Control', 'public, max-age=86400')
       if (getHeader(event, 'if-none-match') === etag) {
         setResponseStatus(event, 304)
         return null
       }
-  setHeader(event, 'Content-Type', wantThumb ? 'image/jpeg' : sniffImageType(path))
+      setHeader(event, 'Content-Type', 'image/jpeg')
       return sendStream(event, createReadStream(path))
+    }
+    void stillThumbPath(owner, id).catch(() => null)
+    setHeader(event, 'Cache-Control', 'no-store')
+    setResponseStatus(event, 204)
+    return null
+  }
+
+  if (!existsSync(original)) {
+    throw createError({ statusCode: 404, statusMessage: 'Image file is missing' })
+  }
+
+  const etag = fileEtag(original)
+  setHeader(event, 'ETag', etag)
+  setHeader(event, 'Cache-Control', 'private, max-age=3600')
+  if (getHeader(event, 'if-none-match') === etag) {
+    setResponseStatus(event, 304)
+    return null
+  }
+  setHeader(event, 'Content-Type', sniffImageType(original))
+  return sendStream(event, createReadStream(original))
 })

server/api/library/stills/[id]/preview.get.ts

@@ -0,0 +1,30 @@
+import { existsSync, createReadStream } from 'node:fs'
+import { fileEtag, stillPath, stillPreviewPath, existingStillPreviewPath } from '~/server/utils/library'
+
+export default defineEventHandler((event) => {
+  const { owner } = assertLibraryOwner(event)
+  const id = String(getRouterParam(event, 'id') || '')
+  const still = getStill(owner, id)
+  assertFolderAccess(event, still.folderId)
+
+  const path = existingStillPreviewPath(owner, id)
+  const original = stillPath(owner, still.id)
+  // Ready preview → stream. Never await ffmpeg; never stream the archive master.
+  if (path && existsSync(path) && path !== original) {
+    const etag = fileEtag(path)
+    setHeader(event, 'ETag', etag)
+    setHeader(event, 'Cache-Control', 'public, max-age=86400')
+    if (getHeader(event, 'if-none-match') === etag) {
+      setResponseStatus(event, 304)
+      return null
+    }
+    setHeader(event, 'Content-Type', 'image/jpeg')
+    return sendStream(event, createReadStream(path))
+  }
+
+  // Missing → answer now; build .preview.jpg in the background
+  void stillPreviewPath(owner, id).catch(() => null)
+  setHeader(event, 'Cache-Control', 'no-store')
+  setResponseStatus(event, 204)
+  return null
+})

server/api/library/stills/[id]/thumb.get.ts

@@ -0,0 +1,30 @@
+import { existsSync, createReadStream } from 'node:fs'
+import { fileEtag, stillPath, stillThumbPath, existingStillThumbPath } from '~/server/utils/library'
+
+export default defineEventHandler((event) => {
+  const { owner } = assertLibraryOwner(event)
+  const id = String(getRouterParam(event, 'id') || '')
+  const still = getStill(owner, id)
+  assertFolderAccess(event, still.folderId)
+
+  const path = existingStillThumbPath(owner, id)
+  const original = stillPath(owner, still.id)
+  // Ready thumb → stream. Never await ffmpeg on the request path.
+  if (path && existsSync(path) && path !== original) {
+    const etag = fileEtag(path)
+    setHeader(event, 'ETag', etag)
+    setHeader(event, 'Cache-Control', 'public, max-age=86400')
+    if (getHeader(event, 'if-none-match') === etag) {
+      setResponseStatus(event, 304)
+      return null
+    }
+    setHeader(event, 'Content-Type', 'image/jpeg')
+    return sendStream(event, createReadStream(path))
+  }
+
+  // Missing → answer now; build .thumb.jpg in the background (job save / upload also kick this)
+  void stillThumbPath(owner, id).catch(() => null)
+  setHeader(event, 'Cache-Control', 'no-store')
+  setResponseStatus(event, 204)
+  return null
+})

server/api/prompt-sequences.get.ts

@@ -0,0 +1,8 @@
+import { listPromptSequences } from '~/server/utils/promptSequences'
+
+export default defineEventHandler((event) => {
+  const { owner } = assertLibraryOwner(event)
+  return {
+    sequences: listPromptSequences(owner)
+  }
+})

server/api/prompt-sequences.post.ts

@@ -0,0 +1,25 @@
+import { listPromptSequences, savePromptSequence } from '~/server/utils/promptSequences'
+
+export default defineEventHandler(async (event) => {
+  const { owner } = assertLibraryOwner(event)
+  const body = await readBody<{
+    name?: string
+    sectionOrder?: unknown
+    characters?: unknown
+    sets?: unknown
+    scenes?: unknown
+    overwrite?: boolean
+  }>(event).catch(() => ({}))
+  const sequence = await savePromptSequence(owner, {
+    name: body?.name || '',
+    sectionOrder: body?.sectionOrder,
+    characters: body?.characters,
+    sets: body?.sets,
+    scenes: body?.scenes,
+    overwrite: body?.overwrite === true
+  })
+  return {
+    sequence,
+    sequences: listPromptSequences(owner)
+  }
+})

server/api/prompt-sequences/[id].delete.ts

@@ -0,0 +1,11 @@
+import { deletePromptSequence, listPromptSequences } from '~/server/utils/promptSequences'
+
+export default defineEventHandler(async (event) => {
+  const { owner } = assertLibraryOwner(event)
+  const id = String(getRouterParam(event, 'id') || '')
+  await deletePromptSequence(owner, id)
+  return {
+    ok: true,
+    sequences: listPromptSequences(owner)
+  }
+})

server/api/prompt-sequences/[id].get.ts

@@ -0,0 +1,9 @@
+import { getPromptSequence } from '~/server/utils/promptSequences'
+
+export default defineEventHandler((event) => {
+  const { owner } = assertLibraryOwner(event)
+  const id = String(getRouterParam(event, 'id') || '')
+  return {
+    sequence: getPromptSequence(owner, id)
+  }
+})

server/api/prompt-sequences/[id].patch.ts

@@ -0,0 +1,24 @@
+import { listPromptSequences, updatePromptSequence } from '~/server/utils/promptSequences'
+
+export default defineEventHandler(async (event) => {
+  const { owner } = assertLibraryOwner(event)
+  const id = String(getRouterParam(event, 'id') || '')
+  const body = await readBody<{
+    name?: string
+    sectionOrder?: unknown
+    characters?: unknown
+    sets?: unknown
+    scenes?: unknown
+  }>(event).catch(() => ({}))
+  const sequence = await updatePromptSequence(owner, id, {
+    name: body?.name,
+    sectionOrder: body?.sectionOrder,
+    characters: body?.characters,
+    sets: body?.sets,
+    scenes: body?.scenes
+  })
+  return {
+    sequence,
+    sequences: listPromptSequences(owner)
+  }
+})

server/api/studio-2/clear-finished.post.ts

@@ -1,15 +1,40 @@
-import { records, saveRecord } from '../../utils/studio2/store';
-import { listStudioJobs } from '../../utils/studioQueue';
-export default defineEventHandler(event => {
- const { owner } = assertLibraryOwner(event), queue=listStudioJobs(owner);
- let cleared=0;
+import { records, saveRecord } from '../../utils/studio2/store'
+import { dismissFinishedStudioJobs, dismissStudioJob, listStudioJobs } from '../../utils/studioQueue'
+
+export default defineEventHandler(async (event) => {
+  const { owner } = assertLibraryOwner(event)
+  const body = await readBody<{ id?: string }>(event).catch(() => ({} as { id?: string }))
+  const queue = listStudioJobs(owner)
+  let cleared = 0
+
+  if (body?.id) {
+    const row = queue.find(job => job.id === body.id)
+    if (!row) throw createError({ statusCode: 404, statusMessage: 'Queued job not found' })
+    try { assertFolderAccess(event, row.payload.folderId) } catch {
+      throw createError({ statusCode: 403, statusMessage: 'Folder locked' })
+    }
+    await dismissStudioJob(owner, body.id)
+    return { cleared: 1 }
+  }
+
   for (const r of records(owner)) {
-  try { assertFolderAccess(event,r.request.folderId); } catch { continue; }
-  const status=queue.find(q=>q.id===r.queueId)?.status;
+    try { assertFolderAccess(event, r.request.folderId) } catch { continue }
+    const status = queue.find(q => q.id === r.queueId)?.status
     if (['complete', 'failed', 'cancelled'].includes(r.state) || ['cancelled', 'error'].includes(status || '')) {
-   r.dismissed=true; saveRecord(r); cleared++;
+      r.dismissed = true
+      saveRecord(r)
+      cleared++
     }
   }
- // Retain internal manifests for cleanup retries; remove these records from the visible jobs list.
- return {cleared};
-});
+
+  // Caption (and other finished studio-queue) cards — hide from Queue, keep resultText on the row
+  const finishedIds = queue
+    .filter(job => !job.dismissed && ['complete', 'error', 'cancelled'].includes(job.status))
+    .filter(job => {
+      try { assertFolderAccess(event, job.payload.folderId); return true } catch { return false }
+    })
+    .map(job => job.id)
+  cleared += await dismissFinishedStudioJobs(owner, finishedIds)
+
+  return { cleared }
+})

server/api/studio-2/jobs.post.ts

@@ -25,11 +25,18 @@ export default defineEventHandler(async (event) => {
         assertFolderAccess(event, getStill(owner, id).folderId);
     if (request.startClipId)
         assertFolderAccess(event, getClip(owner, request.startClipId).folderId);
+    // Header-only size probe — never decode the archive PNG on Generate click
     await resolveRequestSize(owner,request);
     const id = crypto.randomUUID(), record = { id, owner, request, state: 'waiting', queuedAt: Date.now(), familyId: crypto.randomUUID(), outputs: [], purgeResult: 'Not yet saved' };
     saveRecord(record);
+    const ack = { id, seed:request.settings.seed, width:request.settings.width, height:request.settings.height };
+    // Enqueue + kick after the client has the id — do not block the response on the worker wake path
+    void (async () => {
+        try {
             const row = await addStudioJob({ ownerKey: owner, kind: ['video', 'extend'].includes(request.mode) ? 'video' : 'edit', familyId: record.familyId, payload: { ...request.settings, studio2Id: id, studio2Request: structuredClone(request), prompt: request.compiledPrompt, folderId: request.folderId, extensions: [], referenceStillIds: [], useIdentityRefs: false, queueAutoRun: true } as StudioJobPayload });
             saveRecord({ ...readRecord(owner, id), queueId: row.id });
+        } catch { /* poll / resume will pick up waiting studio2 records */ }
         kickStudioQueue();
-    return { id, seed:request.settings.seed, width:request.settings.width, height:request.settings.height };
+    })();
+    return ack;
 });

server/api/studio-2/library.get.ts

@@ -1,9 +1,15 @@
-import { existsSync } from 'node:fs';
-import { studio2LoraCatalog } from '../../utils/studio2/lora-catalog';
-import { publicLibrary, stillPath, clipVideoPath } from '../../utils/library';
-export default defineEventHandler(event => {
- const { owner } = assertLibraryOwner(event);
- const library = publicLibrary(event);
- const catalog=studio2LoraCatalog(owner);
- return {...library,loraAliases:catalog.aliases,loraTriggers:catalog.triggers, stills:library.stills.filter(s=>existsSync(stillPath(owner,s.id))), clips:library.clips.filter(c=>existsSync(clipVideoPath(owner,c.id))), tracks:library.tracks || []};
-});
+import { studio2LoraCatalog } from '../../utils/studio2/lora-catalog'
+import { publicLibrary } from '../../utils/library'
+
+export default defineEventHandler((event) => {
+  const { owner } = assertLibraryOwner(event)
+  // light:true — metadata only; never existsSync every still/clip on the volume
+  const library = publicLibrary(event, { light: true })
+  const catalog = studio2LoraCatalog(owner)
+  return {
+    ...library,
+    loraAliases: catalog.aliases,
+    loraTriggers: catalog.triggers,
+    tracks: library.tracks || []
+  }
+})

server/api/studio-2/loras.get.ts

@@ -5,15 +5,15 @@ import { listStudioLoras } from '../../utils/loras'
 import { studio2Root } from '../../utils/studio2/store'
 import { studio2LoraCatalog } from '../../utils/studio2/lora-catalog'
 
-export default defineEventHandler(async event => {
+export default defineEventHandler(async (event) => {
   const { owner } = assertLibraryOwner(event)
   const path = join(studio2Root(), `loras-${owner}.cache`)
-  // Same live Comfy scan as Settings (/api/loras?fresh=1). Always fresh so CACHE_MS cannot freeze adds.
+  const fresh = String(getQuery(event).fresh || '') === '1'
   const listed = await cachedLoras({
     read: () => { try { return JSON.parse(readFileSync(path, 'utf8')) } catch { return null } },
     write: value => { writeFileSync(path + '.tmp', JSON.stringify(value)); renameSync(path + '.tmp', path) },
     live: () => listStudioLoras({ fresh: true }),
-    fresh: true
+    fresh
   })
   return { ...listed, ...studio2LoraCatalog(owner) }
 })

server/api/studio-queue.get.ts

@@ -5,18 +5,21 @@ export default defineEventHandler((event) => {
   const { owner } = assertLibraryOwner(event)
   const full = String(getQuery(event).full || '') === '1'
   const active = listStudioJobs(owner)
+    .filter(job => !job.dismissed)
     .filter(job => (
       job.status === 'waiting'
       || job.status === 'running'
       || job.status === 'held'
       || (job.status === 'error' && Date.now() - job.updatedAt < 60 * 60 * 1000)
+      || (job.kind === 'caption' && job.status === 'complete' && Date.now() - job.updatedAt < 60 * 60 * 1000)
+      || (job.kind === 'caption' && job.status === 'cancelled' && Date.now() - job.updatedAt < 60 * 60 * 1000)
     ))
   const claimed = new Set(active.map(job => job.shotQueueId).filter(Boolean) as string[])
   const queues = listShotQueues(owner)
   const byId = new Map(queues.map(queue => [queue.id, queue]))
   const jobs = active.map((job) => {
     const shots = job.shotQueueId ? byId.get(job.shotQueueId) || null : null
-    const kind = job.kind === 'edit' ? 'edit' : job.kind === 'music' ? 'music' : 'video'
+    const kind = job.kind === 'edit' ? 'edit' : job.kind === 'music' ? 'music' : job.kind === 'caption' ? 'caption' : 'video'
     const shotSummary = shots ? summarizeQueue(shots) : null
     const plannedShots = shotSummary
       ? undefined

server/plugins/00-resume-caption.ts

@@ -0,0 +1,3 @@
+import { resumeCaptionJobs } from '~/server/utils/caption'
+
+export default defineNitroPlugin(() => { resumeCaptionJobs() })

server/utils/caption.ts

@@ -0,0 +1,232 @@
+import { createReadStream, existsSync, mkdirSync, readdirSync, readFileSync, writeFileSync, renameSync, unlinkSync } from 'node:fs'
+import { join } from 'node:path'
+import { createJob, emitJob, getJob, restoreJob, type Job } from './jobs'
+import { getStill, stillPath } from './library'
+import { sharedGpuHeaders } from './sharedGpu'
+import { CAPTION_STYLES } from '~/shared/caption.mjs'
+
+function settings() {
+  const config = useRuntimeConfig()
+  return {
+    url: String(config.comfyControlUrl || process.env.COMFY_CONTROL_URL || '').replace(/\/$/, ''),
+    token: String(config.comfyControlToken || process.env.COMFY_CONTROL_TOKEN || '')
+  }
+}
+
+export function captionConfigured() { return Boolean(settings().url) }
+
+function pendingRoot() {
+  return join(String(useRuntimeConfig().libraryDir || process.env.LIBRARY_DIR || '/data/library'), 'caption-pending')
+}
+
+export function captionPendingAlive(jobId: string) {
+  return Boolean(jobId) && existsSync(join(pendingRoot(), `${jobId}.json`))
+}
+
+async function request(path: string, method = 'GET', body?: unknown) {
+  const { url, token } = settings()
+  if (!url) throw new Error('Caption host is not configured. Set COMFY_CONTROL_URL.')
+  const response = await fetch(`${url}/caption/${path}`, {
+    method,
+    headers: {
+      ...(token ? { Authorization: `Bearer ${token}` } : {}),
+      ...(method === 'GET' ? {} : sharedGpuHeaders()),
+      ...(method === 'POST' ? { 'Content-Type': 'application/json' } : {})
+    },
+    body: method === 'POST' ? JSON.stringify(body) : body as BodyInit | undefined,
+    ...(method === 'PUT' ? { duplex: 'half' as const } : {}),
+    // Caption loads a 7B VLM; allow the host POST to finish or fall through to watch
+    signal: AbortSignal.timeout(method === 'PUT' ? 120_000 : method === 'POST' ? 300_000 : 60_000)
+  } as RequestInit)
+  if (!response.ok) {
+    const detail = await response.json().catch(() => ({})) as { message?: string; error?: string }
+    throw Object.assign(new Error(detail.message || detail.error || `Caption host returned ${response.status}`), { statusCode: response.status })
+  }
+  return response
+}
+
+function persist(record: Record<string, unknown>) {
+  mkdirSync(pendingRoot(), { recursive: true })
+  const path = join(pendingRoot(), `${record.id}.json`)
+  writeFileSync(path + '.tmp', JSON.stringify(record))
+  renameSync(path + '.tmp', path)
+}
+
+function clearPending(id: string) {
+  const path = join(pendingRoot(), `${id}.json`)
+  if (existsSync(path)) unlinkSync(path)
+}
+
+function writeSidecar(owner: string, stillId: string, text: string) {
+  try {
+    const image = stillPath(owner, stillId)
+    if (!existsSync(image)) return
+    writeFileSync(`${image}.txt`, text, 'utf8')
+  } catch { /* optional */ }
+}
+
+export async function cancelCaptionJob(job: Job) {
+  await request(`jobs/${job.id}/cancel`, 'POST', {})
+  job.status = 'cancelled'
+  emitJob(job, { type: 'error', error: 'Cancelled', message: 'Cancelled' })
+}
+
+async function settle(job: Job) {
+  const { onLiveVideoSettled } = await import('./studioQueue')
+  await onLiveVideoSettled(job)
+  clearPending(job.id)
+}
+
+async function watch(job: Job, record: {
+  id: string
+  owner: string
+  stillId: string
+  folderId: string
+  captionStyle: string
+  liveId: string
+}) {
+  let failures = 0
+  while (job.status !== 'cancelled') {
+    try {
+      const state = await (await request(`jobs/${job.id}`)).json() as {
+        status: string; message?: string; error?: string; progress?: number; text?: string
+      }
+      if (job.status === 'cancelled') { await settle(job); return }
+      if (state.status === 'error' || state.status === 'cancelled') {
+        job.status = state.status === 'cancelled' ? 'cancelled' : 'error'
+        job.error = state.error || state.message || 'Caption failed'
+        emitJob(job, { type: 'error', error: job.error, message: job.error })
+        await settle(job)
+        return
+      }
+      if (state.status === 'complete') {
+        const text = String(state.text || '').trim()
+        job.message = 'Caption ready'
+        job.progress = 100
+        job.status = 'complete'
+        job.resultText = text
+        writeSidecar(record.owner, record.stillId, text)
+        persist({ ...record, resultText: text, status: 'complete' })
+        emitJob(job, { type: 'complete', message: 'Caption ready', progress: 100 })
+        await settle(job)
+        return
+      }
+      failures = 0
+      job.status = 'running'
+      emitJob(job, {
+        type: 'progress',
+        message: state.message || 'Captioning',
+        progress: Math.min(95, Math.max(1, Number(state.progress || 10)))
+      })
+    } catch (error) {
+      failures++
+      emitJob(job, { type: 'status', message: `Caption host check failed; retrying: ${error instanceof Error ? error.message : String(error)}` })
+      if (failures >= 10) {
+        job.status = 'error'
+        job.error = 'Caption host unreachable.'
+        emitJob(job, { type: 'error', error: job.error, message: job.error })
+        await settle(job)
+        return
+      }
+    }
+    await new Promise(resolve => setTimeout(resolve, 1500))
+  }
+  await settle(job)
+}
+
+export async function startCaptionJob(params: {
+  ownerKey: string
+  folderId: string
+  stillId: string
+  captionStyle: string
+  name?: string
+}) {
+  if (!CAPTION_STYLES.includes(params.captionStyle)) throw new Error('Unknown caption style.')
+  getStill(params.ownerKey, params.stillId)
+  const job = createJob('caption')
+  job.caption = true
+  job.library = {
+    ownerKey: params.ownerKey,
+    folderId: params.folderId,
+    hideThumbnail: false,
+    name: params.name || `Describe · ${params.captionStyle}`,
+    prompt: params.captionStyle,
+    aspect: 'image',
+    width: 0,
+    height: 0,
+    steps: 1,
+    turbo: true,
+    seed: 0,
+    stillId: params.stillId,
+    engine: 'caption'
+  }
+  const record = {
+    id: job.id,
+    liveId: job.id,
+    owner: params.ownerKey,
+    stillId: params.stillId,
+    folderId: params.folderId,
+    captionStyle: params.captionStyle,
+    createdAt: Date.now(),
+    status: 'running'
+  }
+  persist(record)
+  void (async () => {
+    try {
+      if (job.status === 'cancelled') { await settle(job); return }
+      await request(`jobs/${job.id}/input`, 'PUT', createReadStream(stillPath(params.ownerKey, params.stillId)))
+      if (job.status === 'cancelled') { await settle(job); return }
+      try {
+        await request('jobs', 'POST', { id: job.id, style: params.captionStyle })
+      } catch { /* confirm by ID on timeout */ }
+      await watch(job, record)
+    } catch (error) {
+      const statusCode = (error as { statusCode?: number })?.statusCode
+      if (statusCode && statusCode >= 400 && statusCode < 500) {
+        job.status = 'error'
+        job.error = error instanceof Error ? error.message : String(error)
+        emitJob(job, { type: 'error', error: job.error, message: job.error })
+        await settle(job)
+        return
+      }
+      emitJob(job, { type: 'status', message: `Checking caption submission: ${error instanceof Error ? error.message : String(error)}` })
+      await watch(job, record)
+    }
+  })()
+  return job
+}
+
+export function resumeCaptionJobs() {
+  if (!existsSync(pendingRoot())) return
+  for (const file of readdirSync(pendingRoot()).filter(file => /^[a-zA-Z0-9-]+\.json$/.test(file))) {
+    try {
+      const record = JSON.parse(readFileSync(join(pendingRoot(), file), 'utf8'))
+      if (getJob(record.id)) continue
+      const job = restoreJob({
+        id: record.liveId || record.id,
+        clientId: record.clientId || crypto.randomUUID(),
+        promptId: '',
+        startedAt: record.createdAt || Date.now(),
+        library: {
+          ownerKey: record.owner,
+          folderId: record.folderId,
+          hideThumbnail: false,
+          prompt: record.captionStyle || 'descriptive',
+          aspect: 'image',
+          width: 0,
+          height: 0,
+          steps: 1,
+          turbo: true,
+          seed: 0,
+          stillId: record.stillId,
+          engine: 'caption'
+        }
+      })
+      job.caption = true
+      job.kind = 'caption'
+      if (record.resultText) job.resultText = record.resultText
+      job.message = 'Reconnecting to caption host'
+      void watch(job, record)
+    } catch { /* keep bad records */ }
+  }
+}

server/utils/jobs.ts

@@ -36,9 +36,11 @@ export interface Job {
   upscale?: boolean
   yueGp?: boolean
   yue2?: boolean
+  caption?: boolean
+  resultText?: string
   musicActivity?: { checkedAt: number; running: boolean }
   id: string
-  kind?: 'video' | 'edit' | 'music'
+  kind?: 'video' | 'edit' | 'music' | 'caption'
   promptId?: string
   clientId: string
   status: JobStatus
@@ -222,6 +224,7 @@ export function jobSnapshot(job: Job) {
     clipId: job.clipId,
     stillId: job.stillId,
     trackId: job.trackId,
+    resultText: job.resultText,
     hideThumbnail: job.hideThumbnail,
     error: job.error,
     folderLocked: job.library?.folderLocked,

server/utils/library.ts

@@ -187,6 +187,7 @@ interface Catalog {
 }
 
 const writeChains = new Map<string, Promise<unknown>>()
+const catalogCache = new Map<string, { catalog: Catalog; mtimeMs: number }>()
 
 export function libraryRoot() {
   const config = useRuntimeConfig()
@@ -355,6 +356,13 @@ function ensureOwner(owner: string) {
 function readCatalog(owner: string): Catalog {
   ensureOwner(owner)
   const path = catalogPath(owner)
+  let mtimeMs = 0
+  try {
+    mtimeMs = existsSync(path) ? statSync(path).mtimeMs : 0
+  } catch { mtimeMs = 0 }
+  const hit = catalogCache.get(owner)
+  if (hit && hit.mtimeMs === mtimeMs && mtimeMs > 0) return hit.catalog
+
   let catalog: Catalog
   try {
     catalog = normalizeCatalog(JSON.parse(readFileSync(path, 'utf8')))
@@ -364,8 +372,11 @@ function readCatalog(owner: string): Catalog {
     }
     catalog = emptyCatalog()
     writeFileSync(path, JSON.stringify(catalog, null, 2))
+    try { mtimeMs = statSync(path).mtimeMs } catch { mtimeMs = Date.now() }
+    catalogCache.set(owner, { catalog, mtimeMs })
     return catalog
   }
+  catalogCache.set(owner, { catalog, mtimeMs })
   return catalog
 }
 
@@ -374,6 +385,14 @@ function writeCatalog(owner: string, catalog: Catalog) {
   const tmp = catalogPath(owner) + '.tmp'
   writeFileSync(tmp, JSON.stringify(catalog, null, 2))
   renameSync(tmp, catalogPath(owner))
+  let mtimeMs = Date.now()
+  try { mtimeMs = statSync(catalogPath(owner)).mtimeMs } catch { /* ignore */ }
+  catalogCache.set(owner, { catalog, mtimeMs })
+}
+
+function invalidateCatalogCache(owner?: string) {
+  if (owner) catalogCache.delete(owner)
+  else catalogCache.clear()
 }
 
 function mutate<T>(owner: string, fn: (catalog: Catalog) => T): Promise<T> {
@@ -615,6 +634,164 @@ export function publicLibrary(event: H3Event, opts?: { light?: boolean }) {
   }
 }
 
+/** Paginated metadata page — reads catalog rows only; no existsSync / full publicLibrary map. */
+export function publicLibraryPage(
+  event: H3Event,
+  opts: { limit?: number; cursor?: string; folderId?: string; type?: string } = {}
+) {
+  const limit = Math.min(Math.max(Number(opts.limit) || 50, 1), 60)
+  const cursor = String(opts.cursor || '')
+  const folderId = String(opts.folderId || '')
+  const typeFilter = String(opts.type || 'all')
+  const owner = libraryOwnerKey(event)
+  const catalog = readCatalog(owner)
+  const clipIds = new Set(catalog.clips.map(clip => clip.id.toLowerCase()))
+  const clipCounts = new Map<string, number>()
+  const imageCounts = new Map<string, number>()
+  const trackCounts = new Map<string, number>()
+  for (const clip of catalog.clips) {
+    clipCounts.set(clip.folderId, (clipCounts.get(clip.folderId) || 0) + 1)
+  }
+  for (const still of catalog.stills) {
+    if (isPipelineStill(catalog, still, clipIds) || stillRole(still) !== 'output') continue
+    imageCounts.set(still.folderId, (imageCounts.get(still.folderId) || 0) + 1)
+  }
+  for (const track of catalog.tracks || []) {
+    trackCounts.set(track.folderId, (trackCounts.get(track.folderId) || 0) + 1)
+  }
+  const folders = catalog.folders.map(folder => publicFolder(
+    event,
+    folder,
+    clipCounts.get(folder.id) || 0,
+    imageCounts.get(folder.id) || 0,
+    trackCounts.get(folder.id) || 0
+  ))
+  const unlockedIds = new Set(folders.filter(folder => folder.unlocked).map(folder => folder.id))
+
+  type Row = {
+    id: string
+    name: string
+    type: 'still' | 'clip' | 'track'
+    createdAt: number
+    thumbUrl: string
+    folderId: string
+    prompt?: string
+    promptPre?: string
+    promptPost?: string
+    width?: number
+    height?: number
+    role?: string
+    hideInput?: boolean
+    filename?: string
+    duration?: number
+    ext?: string
+  }
+
+  const rows: Row[] = []
+  if (typeFilter !== 'videos' && typeFilter !== 'music') {
+    for (const still of catalog.stills) {
+      if (!unlockedIds.has(still.folderId)) continue
+      if (folderId && folderId !== 'all' && still.folderId !== folderId) continue
+      if (isPipelineStill(catalog, still, clipIds)) continue
+      rows.push({
+        id: still.id,
+        name: still.name || still.filename || still.id,
+        type: 'still',
+        createdAt: still.createdAt || 0,
+        thumbUrl: `/api/library/stills/${still.id}/thumb`,
+        folderId: still.folderId,
+        prompt: still.prompt,
+        promptPre: still.promptPre,
+        promptPost: still.promptPost,
+        width: still.width,
+        height: still.height,
+        role: stillRole(still),
+        hideInput: still.hideInput,
+        filename: still.filename
+      })
+    }
+  }
+  if (typeFilter !== 'images' && typeFilter !== 'music') {
+    for (const clip of catalog.clips) {
+      if (!unlockedIds.has(clip.folderId)) continue
+      if (folderId && folderId !== 'all' && clip.folderId !== folderId) continue
+      rows.push({
+        id: clip.id,
+        name: clip.name || clip.id,
+        type: 'clip',
+        createdAt: clip.createdAt || 0,
+        thumbUrl: `/api/library/clips/${clip.id}/thumb`,
+        folderId: clip.folderId,
+        prompt: clip.prompt,
+        promptPre: clip.promptPre,
+        promptPost: clip.promptPost,
+        width: clip.width,
+        height: clip.height,
+        duration: clip.duration
+      })
+    }
+  }
+  if (typeFilter !== 'images' && typeFilter !== 'videos') {
+    for (const track of catalog.tracks || []) {
+      if (!unlockedIds.has(track.folderId)) continue
+      if (folderId && folderId !== 'all' && track.folderId !== folderId) continue
+      rows.push({
+        id: track.id,
+        name: track.name || track.id,
+        type: 'track',
+        createdAt: track.createdAt || 0,
+        thumbUrl: '',
+        folderId: track.folderId,
+        duration: track.duration,
+        ext: track.ext
+      })
+    }
+  }
+
+  rows.sort((a, b) => (b.createdAt || 0) - (a.createdAt || 0) || String(b.id).localeCompare(String(a.id)))
+
+  let start = 0
+  if (cursor) {
+    if (cursor.startsWith('offset:')) {
+      start = Math.max(0, Math.min(rows.length, Number(cursor.slice(7)) || 0))
+    } else {
+      const idx = rows.findIndex(row => `${row.type}:${row.id}` === cursor)
+      // Unknown cursor → end (never restart at 0 or the client loops the first page forever)
+      start = idx >= 0 ? idx + 1 : rows.length
+    }
+  }
+  const page = rows.slice(start, start + limit)
+  const nextStart = start + page.length
+  const hasMore = nextStart < rows.length
+  const nextCursor = hasMore ? `offset:${nextStart}` : null
+
+  const stillIds = new Set(page.filter(r => r.type === 'still').map(r => r.id))
+  const clipIdPage = new Set(page.filter(r => r.type === 'clip').map(r => r.id))
+  const trackIds = new Set(page.filter(r => r.type === 'track').map(r => r.id))
+
+  return {
+    folders,
+    items: page,
+    nextCursor,
+    hasMore,
+    limit,
+    stills: catalog.stills
+      .filter(s => stillIds.has(s.id))
+      .map(still => ({ ...still, role: stillRole(still) })),
+    clips: catalog.clips
+      .filter(c => clipIdPage.has(c.id))
+      .map(clip => ({ ...clip, name: clip.name || clip.id, hasThumbnail: !clip.hideThumbnail, hasVideo: true })),
+    tracks: (catalog.tracks || [])
+      .filter(t => trackIds.has(t.id))
+      .map(track => ({ ...track, hasAudio: true })),
+    drafts: catalog.drafts,
+    loraAliases: catalog.loraAliases || {},
+    loraTriggers: catalog.loraTriggers || {},
+    keepPrompts: catalog.keepPrompts || emptyKeepPrompts(),
+    total: rows.length
+  }
+}
+
 export function assertLibraryOwner(event: H3Event) {
   const owner = libraryOwnerKey(event)
   return { owner, catalog: readCatalog(owner) }
@@ -830,7 +1007,7 @@ export async function ensureScaledThumb(source: string, dest: string) {
   if (pending) return pending
   const build = withThumbSlot(async () => {
     const ok = await buildStillThumb(source, dest)
-    return ok ? dest : source
+    return ok ? dest : ''
   }).finally(() => {
     thumbBuilds.delete(key)
   })
@@ -1101,14 +1278,42 @@ export function stillThumbFile(owner: string, id: string) {
   return join(ownerRoot(owner), 'stills', `${id}.thumb.jpg`)
 }
 
+export function stillPreviewFile(owner: string, id: string) {
+  return join(ownerRoot(owner), 'stills', `${id}.preview.jpg`)
+}
+
+/** Sync check — never kicks ffmpeg. Empty string when thumb is missing or stale. */
+export function existingStillThumbPath(owner: string, id: string) {
+  const source = stillPath(owner, id)
+  const dest = stillThumbFile(owner, id)
+  if (!existsSync(source) || !existsSync(dest)) return ''
+  try {
+    if (statSync(dest).mtimeMs >= statSync(source).mtimeMs) return dest
+  } catch { return '' }
+  return ''
+}
+
+/** Sync check for stage preview — never kicks ffmpeg. */
+export function existingStillPreviewPath(owner: string, id: string) {
+  const source = stillPath(owner, id)
+  const dest = stillPreviewFile(owner, id)
+  if (!existsSync(source) || !existsSync(dest)) return ''
+  try {
+    if (statSync(dest).mtimeMs >= statSync(source).mtimeMs) return dest
+  } catch { return '' }
+  return ''
+}
+
 function removeStillFiles(owner: string, id: string) {
   rmSync(stillPath(owner, id), { force: true })
   rmSync(stillThumbFile(owner, id), { force: true })
+  rmSync(stillPreviewFile(owner, id), { force: true })
 }
 
 let thumbSlots = 0
 const thumbWaiters: Array<() => void> = []
 const thumbBuilds = new Map<string, Promise<string>>()
+const previewBuilds = new Map<string, Promise<string>>()
 
 function withThumbSlot<T>(fn: () => Promise<T>) {
   return new Promise<T>((resolve, reject) => {
@@ -1125,14 +1330,14 @@ function withThumbSlot<T>(fn: () => Promise<T>) {
   })
 }
 
-function buildStillThumb(source: string, dest: string) {
+function buildStillJpeg(source: string, dest: string, scale: string, quality: string) {
   return new Promise<boolean>((resolve) => {
     const proc = spawn('ffmpeg', [
       '-y',
       '-i', source,
-      '-vf', 'scale=320:-2',
+      '-vf', scale,
       '-frames:v', '1',
-      '-q:v', '5',
+      '-q:v', quality,
       dest
     ], { stdio: 'ignore' })
     const timer = setTimeout(() => {
@@ -1150,6 +1355,14 @@ function buildStillThumb(source: string, dest: string) {
   })
 }
 
+function buildStillThumb(source: string, dest: string) {
+  return buildStillJpeg(source, dest, 'scale=384:-2', '5')
+}
+
+function buildStillPreview(source: string, dest: string) {
+  return buildStillJpeg(source, dest, 'scale=1600:-2', '3')
+}
+
 export async function stillThumbPath(owner: string, id: string) {
   const source = stillPath(owner, id)
   const dest = stillThumbFile(owner, id)
@@ -1159,12 +1372,13 @@ export async function stillThumbPath(owner: string, id: string) {
       if (statSync(dest).mtimeMs >= statSync(source).mtimeMs) return dest
     } catch { /* rebuild */ }
   }
-  const key = `${owner}:${id}`
+  const key = `${owner}:${id}:thumb`
   const pending = thumbBuilds.get(key)
   if (pending) return pending
   const build = withThumbSlot(async () => {
     const ok = await buildStillThumb(source, dest)
-    return ok ? dest : source
+    // Never return the archive master — callers must not stream originals as thumbs
+    return ok ? dest : ''
   }).finally(() => {
     thumbBuilds.delete(key)
   })
@@ -1172,11 +1386,40 @@ export async function stillThumbPath(owner: string, id: string) {
   return build
 }
 
-export async function ensureStillThumbnails(owner: string) {
+export async function stillPreviewPath(owner: string, id: string) {
+  const source = stillPath(owner, id)
+  const dest = stillPreviewFile(owner, id)
+  if (!existsSync(source)) return ''
+  if (existsSync(dest)) {
+    try {
+      if (statSync(dest).mtimeMs >= statSync(source).mtimeMs) return dest
+    } catch { /* rebuild */ }
+  }
+  const key = `${owner}:${id}:preview`
+  const pending = previewBuilds.get(key)
+  if (pending) return pending
+  const build = withThumbSlot(async () => {
+    const ok = await buildStillPreview(source, dest)
+    // Never return the archive master as a stage preview
+    return ok ? dest : ''
+  }).finally(() => {
+    previewBuilds.delete(key)
+  })
+  previewBuilds.set(key, build)
+  return build
+}
+
+export async function ensureStillThumbnails(owner: string, opts?: { limit?: number }) {
   const catalog = readCatalog(owner)
+  const cap = Math.max(0, Math.min(Number(opts?.limit) || 2, 8))
+  let built = 0
   for (const still of catalog.stills) {
+    if (built >= cap) break
     if (isPipelineStill(catalog, still)) continue
+    const dest = stillThumbFile(owner, still.id)
+    if (existsSync(dest)) continue
     await stillThumbPath(owner, still.id)
+    built++
   }
 }
 
@@ -1186,7 +1429,8 @@ export async function maintainLibrary(owner: string, folderId?: string) {
   const prev = lastMaintain.get(owner) || 0
   if (Date.now() - prev < 20000) return
   lastMaintain.set(owner, Date.now())
-  void ensureStillThumbnails(owner).catch(() => null)
+  // At most 2 missing thumbs per tick — never walk the whole catalog on list
+  void ensureStillThumbnails(owner, { limit: 2 }).catch(() => null)
   const live = await fetchLiveQueue().catch(() => null)
   const busy = Boolean(live && live.running > 0)
   if (!busy) {
@@ -1414,6 +1658,7 @@ export async function saveStill(params: {
     next.stills.unshift(still)
   })
   void stillThumbPath(params.ownerKey, still.id).catch(() => null)
+  void stillPreviewPath(params.ownerKey, still.id).catch(() => null)
   return still
 }
 

server/utils/promptSequences.ts

@@ -0,0 +1,192 @@
+import { existsSync, mkdirSync, readFileSync, renameSync, writeFileSync } from 'node:fs'
+import { join } from 'node:path'
+import { ownerRoot } from '~/server/utils/library'
+import {
+  normalizePromptSequence,
+  normalizePromptSequenceName,
+  normalizeCharacter,
+  normalizeSet,
+  normalizeScene,
+  normalizeSectionOrder,
+  emptyCharacter,
+  emptyScene,
+  DEFAULT_PROMPT_SEQUENCE_SECTION_ORDER,
+  type PromptSequence,
+  type PromptSequenceCharacter,
+  type PromptSequenceSectionKey,
+  type PromptSequenceSet,
+  type PromptSequenceScene
+} from '~/utils/promptSequences'
+
+const writeChains = new Map<string, Promise<unknown>>()
+
+function sequencesPath(owner: string) {
+  return join(ownerRoot(owner), 'prompt-sequences.json')
+}
+
+function ensureOwner(owner: string) {
+  mkdirSync(ownerRoot(owner), { recursive: true })
+}
+
+function readSequences(owner: string): PromptSequence[] {
+  ensureOwner(owner)
+  const path = sequencesPath(owner)
+  if (!existsSync(path)) return []
+  try {
+    const parsed = JSON.parse(readFileSync(path, 'utf8'))
+    return Array.isArray(parsed)
+      ? parsed.map(normalizePromptSequence).filter((item): item is PromptSequence => Boolean(item))
+      : []
+  } catch {
+    return []
+  }
+}
+
+function writeSequences(owner: string, sequences: PromptSequence[]) {
+  ensureOwner(owner)
+  const path = sequencesPath(owner)
+  const tmp = `${path}.tmp`
+  writeFileSync(tmp, JSON.stringify(sequences, null, 2))
+  renameSync(tmp, path)
+}
+
+function mutate<T>(owner: string, fn: (sequences: PromptSequence[]) => T): Promise<T> {
+  const prev = writeChains.get(owner) || Promise.resolve()
+  const run = prev.then(() => {
+    const sequences = readSequences(owner)
+    const result = fn(sequences)
+    writeSequences(owner, sequences)
+    return result
+  })
+  writeChains.set(owner, run.then(() => undefined, () => undefined))
+  return run
+}
+
+function normalizeCharactersInput(raw: unknown): PromptSequenceCharacter[] {
+  if (!Array.isArray(raw) || !raw.length) return [emptyCharacter()]
+  return raw.map(normalizeCharacter)
+}
+
+function normalizeSetsInput(raw: unknown): PromptSequenceSet[] {
+  if (!Array.isArray(raw)) return []
+  return raw.map(normalizeSet)
+}
+
+function normalizeScenesInput(
+  raw: unknown,
+  characters: PromptSequenceCharacter[],
+  sets: PromptSequenceSet[]
+): PromptSequenceScene[] {
+  if (!Array.isArray(raw) || !raw.length) return [emptyScene(1, characters, sets)]
+  return raw.map((scene, index) => normalizeScene(scene, index, characters, sets))
+}
+
+export function listPromptSequences(owner: string) {
+  return readSequences(owner).sort((a, b) => b.updatedAt - a.updatedAt || a.name.localeCompare(b.name))
+}
+
+export function getPromptSequence(owner: string, id: string) {
+  const wanted = String(id || '').trim()
+  const sequence = readSequences(owner).find(item => item.id === wanted)
+  if (!sequence) throw createError({ statusCode: 404, statusMessage: 'Sequence not found' })
+  return sequence
+}
+
+export async function savePromptSequence(owner: string, input: {
+  name: string
+  sectionOrder?: unknown
+  characters?: unknown
+  sets?: unknown
+  scenes?: unknown
+  overwrite?: boolean
+}) {
+  const name = normalizePromptSequenceName(input.name)
+  if (!name) throw createError({ statusCode: 400, statusMessage: 'A sequence name is required' })
+  const characters = normalizeCharactersInput(input.characters)
+  const sets = normalizeSetsInput(input.sets)
+  const scenes = normalizeScenesInput(input.scenes, characters, sets)
+  const sectionOrder = input.sectionOrder !== undefined
+    ? normalizeSectionOrder(input.sectionOrder)
+    : [...DEFAULT_PROMPT_SEQUENCE_SECTION_ORDER]
+  const now = Date.now()
+  return mutate(owner, (sequences) => {
+    const existing = sequences.find(item => item.name.toLowerCase() === name.toLowerCase())
+    if (existing && !input.overwrite) {
+      throw createError({ statusCode: 409, statusMessage: `Overwrite sequence “${existing.name}”?` })
+    }
+    if (existing) {
+      existing.sectionOrder = sectionOrder
+      existing.characters = characters
+      existing.sets = sets
+      existing.scenes = scenes
+      existing.updatedAt = now
+      return existing
+    }
+    const created: PromptSequence = {
+      id: crypto.randomUUID(),
+      name,
+      sectionOrder,
+      characters,
+      sets,
+      scenes,
+      createdAt: now,
+      updatedAt: now
+    }
+    sequences.unshift(created)
+    return created
+  })
+}
+
+export async function updatePromptSequence(owner: string, id: string, input: {
+  name?: string
+  sectionOrder?: unknown
+  characters?: unknown
+  sets?: unknown
+  scenes?: unknown
+}) {
+  const wanted = String(id || '').trim()
+  if (!wanted) throw createError({ statusCode: 400, statusMessage: 'Missing sequence id' })
+  return mutate(owner, (sequences) => {
+    const existing = sequences.find(item => item.id === wanted)
+    if (!existing) throw createError({ statusCode: 404, statusMessage: 'Sequence not found' })
+    if (input.name !== undefined) {
+      const name = normalizePromptSequenceName(input.name)
+      if (!name) throw createError({ statusCode: 400, statusMessage: 'A sequence name is required' })
+      const clash = sequences.find(item => item.id !== wanted && item.name.toLowerCase() === name.toLowerCase())
+      if (clash) throw createError({ statusCode: 409, statusMessage: `A sequence named “${clash.name}” already exists` })
+      existing.name = name
+    }
+    if (input.sectionOrder !== undefined) {
+      existing.sectionOrder = normalizeSectionOrder(input.sectionOrder)
+    } else if (!existing.sectionOrder?.length) {
+      existing.sectionOrder = [...DEFAULT_PROMPT_SEQUENCE_SECTION_ORDER] as PromptSequenceSectionKey[]
+    }
+    if (input.characters !== undefined || input.sets !== undefined || input.scenes !== undefined) {
+      const characters = input.characters !== undefined
+        ? normalizeCharactersInput(input.characters)
+        : existing.characters
+      const sets = input.sets !== undefined
+        ? normalizeSetsInput(input.sets)
+        : (existing.sets || [])
+      const scenes = input.scenes !== undefined
+        ? normalizeScenesInput(input.scenes, characters, sets)
+        : existing.scenes.map((scene, index) => normalizeScene(scene, index, characters, sets))
+      existing.characters = characters
+      existing.sets = sets
+      existing.scenes = scenes
+    }
+    existing.updatedAt = Date.now()
+    return existing
+  })
+}
+
+export async function deletePromptSequence(owner: string, id: string) {
+  const wanted = String(id || '').trim()
+  if (!wanted) throw createError({ statusCode: 400, statusMessage: 'Missing sequence id' })
+  return mutate(owner, (sequences) => {
+    const index = sequences.findIndex(item => item.id === wanted)
+    if (index < 0) throw createError({ statusCode: 404, statusMessage: 'Sequence not found' })
+    const [removed] = sequences.splice(index, 1)
+    return removed
+  })
+}

server/utils/studio2/size.ts

@@ -1,22 +1,43 @@
-import { readFileSync } from 'node:fs'
+import { openSync, readSync, closeSync } from 'node:fs'
 import { execFile } from 'node:child_process'
 import { promisify } from 'node:util'
 import { getClip, getStill, clipVideoPath, stillPath } from '../library'
 import { imageDimensions } from '../resolution'
 import { resolveSize } from '~/shared/studio2/input.mjs'
 const exec = promisify(execFile)
+
+function readImageHeader(path: string, maxBytes = 65536) {
+  const fd = openSync(path, 'r')
+  try {
+    const buf = Buffer.alloc(maxBytes)
+    const n = readSync(fd, buf, 0, maxBytes, 0)
+    return buf.subarray(0, n)
+  } finally {
+    closeSync(fd)
+  }
+}
+
 export async function resolveRequestSize(owner: string, request: any) {
   const video = ['video', 'extend'].includes(request.mode)
   let dimensions: any
   if (video && request.startClipId) {
-    getClip(owner,request.startClipId)
+    const clip = getClip(owner, request.startClipId)
+    if (clip.width && clip.height) {
+      dimensions = { width: clip.width, height: clip.height }
+    } else {
       const result = await exec('ffprobe', ['-v', 'error', '-select_streams', 'v:0', '-show_entries', 'stream=width,height', '-of', 'json', clipVideoPath(owner, request.startClipId)], { windowsHide: true, timeout: 15000 })
       dimensions = JSON.parse(result.stdout).streams?.[0]
+    }
   } else {
     const id = request.imageAId || request.identityStillId
     if (id) {
-      getStill(owner,id)
-      dimensions=imageDimensions(readFileSync(stillPath(owner,id)))
+      const still = getStill(owner, id)
+      if (still.width && still.height) {
+        dimensions = { width: still.width, height: still.height }
+      } else {
+        // Header only — never read the full archive PNG into memory on Generate click
+        dimensions = imageDimensions(readImageHeader(stillPath(owner, id)))
+      }
       if (!dimensions) throw new Error('Cannot measure the source still.')
     }
   }

server/utils/studioQueue.ts

@@ -13,7 +13,7 @@ import { imageV2StackSpecials } from '~/utils/imageV2'
 import { allowIdentityRefs, type PermanenceRef } from '~/utils/globalLocks'
 
 export type StudioJobStatus = 'waiting' | 'running' | 'held' | 'complete' | 'error' | 'cancelled'
-export type StudioJobKind = 'video' | 'edit' | 'music'
+export type StudioJobKind = 'video' | 'edit' | 'music' | 'caption'
 
 export interface StudioJobPayload {
   studio2Id?: string
@@ -42,6 +42,7 @@ export interface StudioJobPayload {
   useIdentityRefs: boolean
   stillId?: string
   stillFilename?: string
+  captionStyle?: string
   hideThumbnail: boolean
   hideInput?: boolean
   folderLocked?: boolean
@@ -105,6 +106,9 @@ export interface StudioJob {
   resumeAutoRun?: boolean
   lastError?: string
   waitReason?: string
+  resultText?: string
+  /** Hidden from Queue UI; keeps resultText on the stored row. */
+  dismissed?: boolean
 }
 
 type StudioQueueStore = {
@@ -226,6 +230,7 @@ export function listStudioJobs(owner: string) {
 export function studioJobKind(job: Pick<StudioJob, 'kind'> | { kind?: string }) {
   if (job.kind === 'edit') return 'edit'
   if (job.kind === 'music') return 'music'
+  if (job.kind === 'caption') return 'caption'
   return 'video'
 }
 
@@ -245,6 +250,8 @@ export function summarizeStudioJob(job: StudioJob) {
     folderId: job.payload.folderId,
     musicEngine: job.payload.musicEngine,
     stillId: job.payload.stillId,
+    captionStyle: job.payload.captionStyle,
+    resultText: job.resultText,
     workflow: job.payload.workflow,
     imagePipeline: job.payload.imagePipeline || 'v1',
     duration: job.payload.duration,
@@ -290,7 +297,7 @@ function failZombieLiveJob(job: Job, error: string) {
 function sweepStaleLiveJobs() {
   const now = Date.now()
   for (const job of listJobs()) {
-    if (job.studio2 || job.yueGp || job.yue2 || job.upscale) continue
+    if (job.studio2 || job.yueGp || job.yue2 || job.upscale || job.caption) continue
     if (job.saving) continue
     if (job.status === 'queued' && !job.promptId && now - job.startedAt >= QUEUED_GRACE_MS) {
       failZombieLiveJob(job, 'Job never started')
@@ -310,12 +317,12 @@ async function reapZombieLiveJobs() {
   const { fetchHistory } = await import('~/server/utils/comfy')
   for (const job of listJobs()) {
     // Never interrupt download/stitch/library save — Comfy is idle then by design.
-    if (job.studio2 || job.yueGp || job.yue2 || job.upscale) continue
+    if (job.studio2 || job.yueGp || job.yue2 || job.upscale || job.caption) continue
     if (job.saving) continue
     if (job.library?.chainContinuing) continue
     if (job.status !== 'running' && job.status !== 'uploading' && job.status !== 'queued') continue
     if (jobIsLocallySubmitting(job)) continue
-    const zombieMs = (job.kind === 'edit' || job.kind === 'music') ? 45_000 : ZOMBIE_EMPTY_COMFY_MS
+    const zombieMs = (job.kind === 'edit' || job.kind === 'music' || job.kind === 'caption') ? 45_000 : ZOMBIE_EMPTY_COMFY_MS
     if (jobAgeMs(job) < zombieMs) continue
     if (!job.promptId) {
       if (jobAgeMs(job) >= QUEUED_GRACE_MS) failZombieLiveJob(job, 'Job never started on ComfyUI')
@@ -355,7 +362,7 @@ async function reapZombieLiveJobs() {
 }
 
 function liveJobOwnsGpu(job: Job) {
-  if ((job.studio2 || job.yueGp || job.yue2 || job.upscale) && ['running', 'queued', 'uploading'].includes(job.status)) return true
+  if ((job.studio2 || job.yueGp || job.yue2 || job.upscale || job.caption) && ['running', 'queued', 'uploading'].includes(job.status)) return true
   if (job.library?.stopAfterCurrent) return false
   if (job.library?.chainContinuing) return true
   if (job.saving) return true
@@ -375,7 +382,7 @@ function liveJobOwnsGpu(job: Job) {
  */
 function clearDeadGpuClaimsForForceStart() {
   for (const live of listJobs()) {
-    if (live.studio2 || live.yueGp || live.yue2 || live.upscale) continue
+    if (live.studio2 || live.yueGp || live.yue2 || live.upscale || live.caption) continue
     if (live.saving) continue
     if (jobIsLocallySubmitting(live)) continue
     if (live.status !== 'running' && live.status !== 'queued' && live.status !== 'uploading') {
@@ -469,8 +476,11 @@ export async function addStudioJob(params: {
   kind?: StudioJobKind
 }) {
   const now = Date.now()
-  const kind = params.kind === 'edit' ? 'edit' : params.kind === 'music' ? 'music' : 'video'
-  const shotCount = kind === 'music'
+  const kind = params.kind === 'edit' ? 'edit'
+    : params.kind === 'music' ? 'music'
+      : params.kind === 'caption' ? 'caption'
+        : 'video'
+  const shotCount = kind === 'music' || kind === 'caption'
     ? 1
     : kind === 'edit'
       ? 1 + (params.payload.passes?.length || 0)
@@ -527,6 +537,40 @@ function canCancelStudioStatus(status: StudioJobStatus) {
   return status === 'waiting' || status === 'held' || status === 'running' || status === 'error'
 }
 
+function isFinishedStudioStatus(status: StudioJobStatus) {
+  return status === 'complete' || status === 'error' || status === 'cancelled'
+}
+
+/** Hide a finished studio-queue row from the Queue panel (keeps resultText). */
+export async function dismissStudioJob(owner: string, id: string) {
+  return mutate(owner, (jobs) => {
+    const job = jobs.find(item => item.id === id)
+    if (!job) throw createError({ statusCode: 404, statusMessage: 'Queued job not found' })
+    if (!isFinishedStudioStatus(job.status)) {
+      throw createError({ statusCode: 409, statusMessage: 'Only finished jobs can be dismissed' })
+    }
+    job.dismissed = true
+    job.updatedAt = Date.now()
+    return structuredClone(job)
+  })
+}
+
+/** Dismiss finished studio-queue rows (caption complete cards, errors, etc.). */
+export async function dismissFinishedStudioJobs(owner: string, ids?: string[]) {
+  return mutate(owner, (jobs) => {
+    let cleared = 0
+    for (const job of jobs) {
+      if (ids?.length && !ids.includes(job.id)) continue
+      if (job.dismissed) continue
+      if (!isFinishedStudioStatus(job.status)) continue
+      job.dismissed = true
+      job.updatedAt = Date.now()
+      cleared += 1
+    }
+    return cleared
+  })
+}
+
 export async function cancelStudioJob(owner: string, id: string) {
   const before = readJobs(owner).find(item => item.id === id)
   if (!before) throw createError({ statusCode: 404, statusMessage: 'Queued job not found' })
@@ -606,6 +650,10 @@ export async function clearStuckStudioWork(owner: string) {
       const { cancelYue2Job } = await import('./yue2')
       await cancelYue2Job(job)
     }
+    if (job.caption) {
+      const { cancelCaptionJob } = await import('./caption')
+      await cancelCaptionJob(job)
+    }
     job.status = 'cancelled'
     job.error = 'Cleared by force reset'
     if (job.library) {
@@ -678,6 +726,11 @@ async function stopLiveGeneration(liveJobId?: string, shotQueueId?: string) {
     await cancelYue2Job(live)
     return
   }
+  if (live?.caption) {
+    const { cancelCaptionJob } = await import('./caption')
+    await cancelCaptionJob(live)
+    return
+  }
   if (live) {
     live.status = 'cancelled'
     if (live.library) {
@@ -889,6 +942,10 @@ function pendingAlive(job: StudioJob) {
       const root = join(String(useRuntimeConfig().libraryDir || process.env.LIBRARY_DIR || '/data/library'), 'yue2-pending', `${job.liveJobId}.json`)
       if (existsSync(root)) return true
     }
+    if (job.kind === 'caption') {
+      const root = join(String(useRuntimeConfig().libraryDir || process.env.LIBRARY_DIR || '/data/library'), 'caption-pending', `${job.liveJobId}.json`)
+      if (existsSync(root)) return true
+    }
   }
   if (!job.shotQueueId) return false
   return listPendingJobs().some(pending => (
@@ -1397,6 +1454,32 @@ async function startStudioExtendJob(item: StudioJob) {
   }
 }
 
+async function startStudioCaptionJob(item: StudioJob) {
+  let live: import('~/server/utils/jobs').Job | undefined
+  try {
+    const { startCaptionJob } = await import('./caption')
+    const style = String(item.payload.captionStyle || 'descriptive')
+    const stillId = String(item.payload.stillId || '')
+    if (!stillId) throw new Error('Caption requires a still.')
+    live = await startCaptionJob({
+      ownerKey: item.ownerKey,
+      folderId: item.payload.folderId,
+      stillId,
+      captionStyle: style,
+      name: item.payload.name
+    })
+    await markStudioLive(item.ownerKey, item.id, live.id)
+  } catch (error) {
+    const message = error instanceof Error ? error.message : String(error)
+    if (live && (live.status === 'queued' || live.status === 'uploading' || live.status === 'running')) {
+      live.status = 'error'
+      live.error = message
+    }
+    await parkStudioOnStartFailure(item.ownerKey, item.id, message)
+    kickStudioQueue()
+  }
+}
+
 async function startStudioMusicJob(item: StudioJob) {
   let live: import('~/server/utils/jobs').Job | undefined
   try {
@@ -1439,6 +1522,10 @@ export async function startStudioJob(item: StudioJob) {
 }
 
 async function startStudioJobReserved(item: StudioJob) {
+  if (studioJobKind(item) === 'caption') {
+    await startStudioCaptionJob(item)
+    return
+  }
   if (item.payload.studio2Id) {
     try {
       const { startStudio2Job } = await import('./studio2/runner')
@@ -1703,7 +1790,7 @@ export async function onLiveVideoSettled(job: Job) {
     return
   }
   const remaining = remainingStudioShots(job)
-  const wakeFail = !job.studio2 && !job.yueGp && !job.yue2 && !job.upscale && job.status === 'error' && remaining > 0 && isTransientComfyError(job.error)
+  const wakeFail = !job.studio2 && !job.yueGp && !job.yue2 && !job.upscale && !job.caption && job.status === 'error' && remaining > 0 && isTransientComfyError(job.error)
   const failed = (job.status === 'error' || job.status === 'cancelled') && !wakeFail
 
   await mutateStore(owner, (store) => {
@@ -1777,6 +1864,7 @@ export async function onLiveVideoSettled(job: Job) {
       : failed
         ? 'error'
         : 'complete'
+    if (job.caption && job.resultText) row.resultText = job.resultText
     clearStudioRowSlot(row, status, failed ? job.error : undefined)
     syncPausedFlag(store)
   })

shared/caption.mjs

@@ -0,0 +1,30 @@
+export const CAPTION_STYLES = ['descriptive', 'klein_prompt', 'delta', 'tags']
+
+export const DELTA_LOCKED_LOOK =
+  'short light-brown bob, pink tank, light blue shorts, open green Slytherin robe with red-gold trim, barefoot'
+
+export function captionStylePrompt(style) {
+  switch (style) {
+    case 'klein_prompt':
+      return 'Write one self-contained image generation prompt for Flux Klein. Include subject, pose, clothing, setting, lighting, and camera. No preamble or quotes.'
+    case 'delta':
+      return `The character's locked baseline look is: ${DELTA_LOCKED_LOOK}. Describe ONLY what changed from that baseline in this image. Do not restate the locked look.`
+    case 'tags':
+      return 'List comma-separated descriptive tags for this image. Tags only, no sentences.'
+    case 'descriptive':
+    default:
+      return 'Describe this image in clear, detailed prose. Cover subject, appearance, clothing, pose, setting, and lighting.'
+  }
+}
+
+export function validateCaptionBody(raw) {
+  const fail = message => { throw Object.assign(new Error(message), { statusCode: 400 }) }
+  const body = raw || {}
+  const style = String(body.captionStyle || body.style || 'descriptive')
+  if (!CAPTION_STYLES.includes(style)) fail('Unknown caption style.')
+  const folderId = String(body.folderId || '')
+  if (!folderId) fail('Choose a folder.')
+  const stillId = String(body.stillId || body.sourcePath || '')
+  if (!stillId) fail('Choose a still to describe.')
+  return { folderId, stillId, captionStyle: style }
+}

shared/studio2/status.mjs

@@ -1,4 +1,4 @@
-export function gpuStatus(jobs, health, upscales=[], musicJobs=[]) {
+export function gpuStatus(jobs, health, upscales=[], musicJobs=[], captionJobs=[]) {
  if (!health) return {label:'Status unavailable',tone:'unknown',detail:'Checking GPU connection…'}
  const upscale=upscales.find(j=>j.status==='running')
  if(upscale)return {label:'Upscaling',tone:'busy',detail:upscale.name || 'Video upscale'}
@@ -7,6 +7,9 @@ export function gpuStatus(jobs, health, upscales=[], musicJobs=[]) {
   const stage=music.live?.message || music.live?.stage || music.waitReason || 'YuE2'
   return {label:music.status==='waiting'?'Queued':'Generating',tone:'busy',detail:String(stage)}
  }
+ const caption=captionJobs.find(j=>['waiting','running','held'].includes(j.status) || ['queued','running','uploading'].includes(j.live?.status))
+ if(caption)return {label:caption.status==='waiting'?'Queued':'Describing',tone:'busy',detail:caption.payload?.captionStyle || caption.live?.message || 'Caption'}
+ if(health.caption?.busy)return {label:'Describing',tone:'busy',detail:'Caption model is using the GPU'}
  if(health.yue2?.busy)return {label:'Generating',tone:'busy',detail:'YuE2 is using the GPU'}
  const job=jobs.find(j=>['waking','enhancing','submitting','rendering','saving'].includes(j.state))
  if(job)return {label:{waking:'Waking up',enhancing:'Enhancing prompt…',submitting:'Submitting',rendering:'Generating…',saving:'Saving'}[job.state],tone:'busy',detail:job.request?.promptSections?.action || 'Generation in progress'}

shared/studio2/styles.mjs

@@ -9,5 +9,13 @@ export function normalizeStyles(value={}) {
 }
 export function toggleStyle(value,chip,negative=false) { const next=normalizeStyles(value),key=negative?'negative':'positive',other=negative?'positive':'negative';next[other]=next[other].filter(s=>s!==chip);next[key]=next[key].includes(chip)?next[key].filter(s=>s!==chip):[...next[key],chip];return next }
 export function stylePrompt(value,negative=false){return normalizeStyles(value)[negative?'negative':'positive'].join(', ')}
+/** Single blank line (mobile / video / edit batchText). */
 export function parseBatch(value){return String(value||'').split(/\r?\n\s*\r?\n/).map(s=>s.trim()).filter(Boolean)}
+/**
+ * Desktop image Batch toggle: split only on a double blank line (two empty lines → \n\n\n+).
+ * A single newline or a single blank line stays inside the same prompt.
+ */
+export function parseBatchDoubleBlank(value){
+  return String(value||'').split(/\r?\n(?:[ \t]*\r?\n){2,}/).map(s=>s.trim()).filter(Boolean)
+}
 

shared/studio2/viewer.mjs

@@ -6,7 +6,10 @@ export function folderAssets(library, jobs, folderId) {
 export function newestOutput(jobs, seen, folderId) {
  return jobs.filter(j=>j.request.folderId===folderId).flatMap(j=>j.outputs || []).filter(a=>!seen.has(a.id)).sort((a,b)=>(a.studio2?.savedAt || 0)-(b.studio2?.savedAt || 0)).at(-1) || null
 }
-export function reconcileSelection(selected, assets) { return assets.find(a=>a.id===selected?.id) || assets.at(-1) || null }
+export function reconcileSelection(selected, assets) {
+  if (!selected?.id) return assets.at(-1) || null
+  return assets.find(a => a.id === selected.id) || selected
+}
 export function activeJobs(jobs) { return jobs.filter(j=>['waking','enhancing','submitting','rendering','saving'].includes(j.state)) }
 export function previewHidden(asset, revealed, xaigen) {
  if (!xaigen || !asset?.id) return false

tests/caption.test.mjs

@@ -0,0 +1,52 @@
+import assert from 'node:assert/strict'
+import { createCaptionHost, validateCaptionHostRequest } from '../scripts/caption-host.mjs'
+import { CAPTION_STYLES, captionStylePrompt, DELTA_LOCKED_LOOK, validateCaptionBody } from '../shared/caption.mjs'
+import { mkdtempSync, writeFileSync, mkdirSync, existsSync } from 'node:fs'
+import { join } from 'node:path'
+import { tmpdir } from 'node:os'
+import { EventEmitter } from 'node:events'
+
+assert.deepEqual(CAPTION_STYLES, ['descriptive', 'klein_prompt', 'delta', 'tags'])
+assert.match(captionStylePrompt('delta'), new RegExp(DELTA_LOCKED_LOOK.replace(/[.*+?^${}()|[\]\\]/g, '\\$&')))
+assert.equal(validateCaptionBody({ folderId: 'f1', stillId: 's1', captionStyle: 'tags' }).captionStyle, 'tags')
+assert.throws(() => validateCaptionBody({ folderId: 'f1' }), /still/)
+assert.throws(() => validateCaptionHostRequest({ id: 'short', style: 'descriptive' }), /Invalid/)
+
+const root = mkdtempSync(join(tmpdir(), 'caption-test-'))
+const models = join(root, 'models')
+mkdirSync(models)
+writeFileSync(join(models, 'Qwen2.5-VL-7B-NSFW-Caption-V4.Q5_K_M.gguf'), 'x')
+writeFileSync(join(models, 'Qwen2.5-VL-7B-NSFW-Caption-V4.mmproj-f16.gguf'), 'x')
+writeFileSync(join(root, 'llama-server.exe'), 'x')
+
+let prepared = 0
+const host = createCaptionHost({
+  modelsDir: models,
+  llamaServer: join(root, 'llama-server.exe'),
+  dataDir: join(root, 'jobs'),
+  leaseValid: () => true,
+  prepare: async () => { prepared += 1 },
+  serverWaitMs: 800,
+  spawnProcess: () => {
+    const child = new EventEmitter()
+    child.pid = 4242
+    child.stdout = new EventEmitter()
+    child.stderr = new EventEmitter()
+    child.kill = () => child.emit('close', 0)
+    setTimeout(() => child.emit('close', 0), 50)
+    return child
+  },
+  fetchImpl: async () => ({ ok: false, status: 503, text: async () => 'down' })
+})
+
+assert.equal(host.configured(), true)
+assert.equal(host.busy(), false)
+
+const id = 'caption-test-abcdefghijkl'
+mkdirSync(join(root, 'jobs', id), { recursive: true })
+writeFileSync(join(root, 'jobs', id, 'input.png'), Buffer.alloc(64, 1))
+
+await assert.rejects(() => host.start({ id, style: 'descriptive' }, 'lease'), /llama-server|Caption/)
+assert.equal(prepared, 1)
+assert.ok(existsSync(join(root, 'jobs', id, 'status.json')))
+console.log('caption tests ok')

tests/prompt-sequences.test.mjs

@@ -0,0 +1,288 @@
+import test from 'node:test'
+import assert from 'node:assert/strict'
+import { readFileSync, writeFileSync, unlinkSync } from 'node:fs'
+import { join } from 'node:path'
+import { tmpdir } from 'node:os'
+import { pathToFileURL } from 'node:url'
+import ts from 'typescript'
+
+const src = readFileSync(new URL('../utils/promptSequences.ts', import.meta.url), 'utf8')
+const js = ts.transpileModule(src, {
+  compilerOptions: {
+    target: ts.ScriptTarget.ES2022,
+    module: ts.ModuleKind.ESNext
+  }
+}).outputText
+const tmp = join(tmpdir(), `prompt-sequences-${process.pid}.mjs`)
+writeFileSync(tmp, js)
+const {
+  assembleSceneText,
+  assembleSequenceText,
+  formatCharacterLine,
+  emptyScene,
+  emptyCharacter,
+  emptyOutfit,
+  emptySet,
+  emptyFraming,
+  cloneSceneForNext,
+  normalizePromptSequence,
+  normalizeSectionOrder,
+  DEFAULT_PROMPT_SEQUENCE_SECTION_ORDER,
+  ensureSceneStatesForCharacters
+} = await import(pathToFileURL(tmp).href)
+unlinkSync(tmp)
+
+test('formatCharacterLine covers name/description and outfit', () => {
+  assert.equal(formatCharacterLine({ name: 'Ada', description: 'tall' }), 'Ada: tall')
+  assert.equal(
+    formatCharacterLine({ name: 'Ada', description: 'tall' }, { name: 'Work', description: 'blue jacket' }),
+    'Ada: tall. Outfit: blue jacket'
+  )
+})
+
+test('selecting a framing copies only that framing text; labels never appear', () => {
+  const wide = { ...emptyFraming('wide'), id: 'f-wide', text: 'open courtyard at dawn' }
+  const medium = { ...emptyFraming('medium'), id: 'f-med', text: 'courtyard from the arch' }
+  const narrow = { ...emptyFraming('narrow'), id: 'f-nar', text: 'door latch detail' }
+  const set = {
+    ...emptySet(),
+    id: 's1',
+    name: 'Courtyard',
+    framings: [wide, medium, narrow]
+  }
+  const base = {
+    style: 'style',
+    settings: 'settings',
+    characterStates: [],
+    prompt: 'prompt'
+  }
+  const mediumText = assembleSceneText({
+    ...base,
+    setStates: [{ setId: 's1', on: true, framingId: 'f-med' }]
+  }, [], [set])
+  assert.equal(mediumText, 'style\n\nsettings\n\ncourtyard from the arch\n\nprompt')
+  assert.ok(!mediumText.includes('open courtyard'))
+  assert.ok(!mediumText.includes('door latch'))
+  assert.ok(!mediumText.includes('Courtyard'))
+  assert.ok(!mediumText.includes('wide'))
+  assert.ok(!mediumText.includes('medium'))
+  assert.ok(!mediumText.includes('narrow'))
+
+  const narrowText = assembleSceneText({
+    ...base,
+    setStates: [{ setId: 's1', on: true, framingId: 'f-nar' }]
+  }, [], [set])
+  assert.equal(narrowText, 'style\n\nsettings\n\ndoor latch detail\n\nprompt')
+  assert.ok(!narrowText.includes('open courtyard'))
+  assert.ok(!narrowText.includes('from the arch'))
+
+  const noneText = assembleSceneText({
+    ...base,
+    setStates: [{ setId: 's1', on: true, framingId: null }]
+  }, [], [set])
+  assert.equal(noneText, 'style\n\nsettings\n\nprompt')
+})
+
+test('off set is omitted; sequence join is double blank', () => {
+  const framing = { ...emptyFraming('wide'), id: 'f1', text: 'set text' }
+  const set = { ...emptySet(), id: 's1', name: 'Place', framings: [framing] }
+  const scene1 = {
+    style: 'a',
+    settings: '',
+    setStates: [{ setId: 's1', on: true, framingId: 'f1' }],
+    characterStates: [],
+    prompt: 'p1'
+  }
+  const scene2 = {
+    style: 'b',
+    settings: '',
+    setStates: [{ setId: 's1', on: false, framingId: 'f1' }],
+    characterStates: [],
+    prompt: 'p2'
+  }
+  assert.equal(assembleSceneText(scene2, [], [set]), 'b\n\np2')
+  const full = assembleSequenceText({ sets: [set], scenes: [scene1, scene2] })
+  assert.equal(full, 'a\n\nset text\n\np1\n\n\nb\n\np2')
+  assert.ok(!full.includes('Place'))
+  assert.ok(!full.includes('wide'))
+})
+
+test('legacy beat-only set still opens as one wide framing', () => {
+  const legacy = normalizePromptSequence({
+    id: 'seq1',
+    name: 'Old beats',
+    sets: [{
+      id: 's1',
+      name: 'Hall',
+      description: 'stone walls',
+      beats: [
+        { id: 'b1', name: 'Beat1', text: 'first beat', framings: ['wide'] },
+        { id: 'b2', name: 'Beat2', text: 'second beat', framings: ['medium'] }
+      ]
+    }],
+    scenes: [{
+      id: 'sc1',
+      title: 'Scene 1',
+      style: 'oil',
+      settings: '',
+      shotSize: 'wide',
+      setStates: [{ setId: 's1', on: true }],
+      prompt: 'walk',
+      characters: []
+    }],
+    characters: [{ id: 'x', name: 'Ada', description: 'tall', outfits: [] }],
+    createdAt: 1,
+    updatedAt: 1
+  })
+  assert.equal(legacy.sets.length, 1)
+  assert.equal(legacy.sets[0].framings.length, 1)
+  assert.equal(legacy.sets[0].framings[0].label, 'wide')
+  assert.ok(legacy.sets[0].framings[0].text.includes('stone walls'))
+  assert.ok(legacy.sets[0].framings[0].text.includes('first beat'))
+  assert.ok(legacy.sets[0].framings[0].text.includes('second beat'))
+  assert.equal(legacy.scenes[0].setStates[0].framingId, legacy.sets[0].framings[0].id)
+  const text = assembleSequenceText(legacy)
+  assert.ok(text.includes('stone walls'))
+  assert.ok(text.includes('first beat'))
+  assert.ok(!text.includes('Hall'))
+  assert.ok(!text.includes('Beat1'))
+})
+
+test('legacy sequence without sets still assembles', () => {
+  const legacy = normalizePromptSequence({
+    id: 'seq1',
+    name: 'Old',
+    scenes: [
+      {
+        id: 'sc1',
+        title: 'Scene 1',
+        style: 'oil',
+        settings: '',
+        prompt: 'walk',
+        characters: [{ id: 'x', name: 'Ada', description: 'tall' }]
+      }
+    ],
+    createdAt: 1,
+    updatedAt: 1
+  })
+  assert.deepEqual(legacy.sets, [])
+  assert.equal(assembleSequenceText(legacy), 'oil\n\nAda: tall\n\nwalk')
+})
+
+test('cloneSceneForNext copies setStates including framingId', () => {
+  const sets = [emptySet()]
+  const first = emptyScene(1, [], sets)
+  first.setStates[0].on = false
+  first.setStates[0].framingId = sets[0].framings[0].id
+  const next = cloneSceneForNext(first, 2)
+  assert.equal(next.setStates[0].on, false)
+  assert.equal(next.setStates[0].framingId, sets[0].framings[0].id)
+  assert.equal(next.setStates[0].setId, sets[0].id)
+})
+
+test('character outfit and off still work with sets', () => {
+  const ada = {
+    ...emptyCharacter(),
+    id: 'c1',
+    name: 'Ada',
+    description: 'tall',
+    outfits: [{ ...emptyOutfit(), id: 'o1', description: 'red dress' }]
+  }
+  const text = assembleSceneText({
+    style: '',
+    settings: '',
+    setStates: [],
+    characterStates: [{ characterId: 'c1', on: true, outfitId: 'o1' }],
+    prompt: 'hi'
+  }, [ada], [])
+  assert.equal(text, 'Ada: tall. Outfit: red dress\n\nhi')
+})
+
+test('ensureSceneStatesForCharacters turns new character on only for current scene', () => {
+  const a = emptyCharacter()
+  const scenes = [emptyScene(1, [a]), emptyScene(2, [a])]
+  const b = emptyCharacter()
+  ensureSceneStatesForCharacters(scenes, [a, b], { newCharacterId: b.id, turnOnSceneIndex: 1 })
+  assert.equal(scenes[0].characterStates.find(s => s.characterId === b.id).on, false)
+  assert.equal(scenes[1].characterStates.find(s => s.characterId === b.id).on, true)
+})
+
+test('sectionOrder settings then prompt then characters; empty style and set omitted', () => {
+  const ada = {
+    ...emptyCharacter(),
+    id: 'c1',
+    name: 'Ada',
+    description: 'tall',
+    outfits: []
+  }
+  const set = {
+    ...emptySet(),
+    id: 's1',
+    name: 'Courtyard',
+    framings: [{ ...emptyFraming('wide'), id: 'f1', text: 'open yard' }]
+  }
+  const scene = {
+    style: '',
+    settings: 'soft light',
+    setStates: [{ setId: 's1', on: true, framingId: null }],
+    characterStates: [{ characterId: 'c1', on: true, outfitId: null }],
+    prompt: 'looks up'
+  }
+  const order = ['settings', 'prompt', 'characters']
+  const text = assembleSceneText(scene, [ada], [set], order)
+  assert.equal(text, 'soft light\n\nlooks up\n\nAda: tall')
+  assert.ok(!text.includes('open yard'))
+  assert.ok(!text.includes('Courtyard'))
+  assert.ok(!text.includes('wide'))
+})
+
+test('legacy sequence without sectionOrder keeps default order and \\n\\n\\n join', () => {
+  const legacy = normalizePromptSequence({
+    id: 'seq1',
+    name: 'Old order',
+    characters: [{ id: 'c1', name: 'Ada', description: 'tall', outfits: [] }],
+    sets: [{
+      id: 's1',
+      name: 'Hall',
+      framings: [{ id: 'f1', label: 'wide', text: 'stone hall' }]
+    }],
+    scenes: [
+      {
+        id: 'sc1',
+        title: 'One',
+        style: 'oil',
+        settings: 'day',
+        setStates: [{ setId: 's1', on: true, framingId: 'f1' }],
+        characterStates: [{ characterId: 'c1', on: true, outfitId: null }],
+        prompt: 'walk'
+      },
+      {
+        id: 'sc2',
+        title: 'Two',
+        style: 'ink',
+        settings: '',
+        setStates: [{ setId: 's1', on: false, framingId: 'f1' }],
+        characterStates: [{ characterId: 'c1', on: true, outfitId: null }],
+        prompt: 'stop'
+      }
+    ],
+    createdAt: 1,
+    updatedAt: 1
+  })
+  assert.deepEqual(legacy.sectionOrder, [...DEFAULT_PROMPT_SEQUENCE_SECTION_ORDER])
+  assert.deepEqual(normalizeSectionOrder(undefined), [...DEFAULT_PROMPT_SEQUENCE_SECTION_ORDER])
+  assert.deepEqual(normalizeSectionOrder(['prompt', 'prompt', 'bogus', 'settings']), [
+    'prompt',
+    'settings',
+    'style',
+    'set',
+    'characters'
+  ])
+  const full = assembleSequenceText(legacy)
+  assert.equal(
+    full,
+    'oil\n\nday\n\nstone hall\n\nAda: tall\n\nwalk\n\n\nink\n\nAda: tall\n\nstop'
+  )
+  assert.ok(!full.includes('Hall'))
+  assert.ok(!full.includes('wide'))
+})

tests/studio2-bench.test.mjs

@@ -4,7 +4,7 @@ import {readFileSync} from 'node:fs'
 import ts from 'typescript'
 import {folderAssets,reconcileSelection,activeJobs,previewHidden} from '../shared/studio2/viewer.mjs'
 import {useAsHero,useAsSource,restoreAll,hydrateStudio2Job} from '../shared/studio2/input.mjs'
-import {toggleStyle,parseBatch,stylePrompt} from '../shared/studio2/styles.mjs'
+import {toggleStyle,parseBatch,parseBatchDoubleBlank,stylePrompt} from '../shared/studio2/styles.mjs'
 import {compilePrompt,validateRequest} from '../shared/studio2/contracts.mjs'
 import {cachedLoras} from '../shared/studio2/lora-cache.mjs'
 import {resolveQwen21Size} from '../shared/studio2/qwen21-size.mjs'
@@ -79,6 +79,12 @@ test('image chips compile positive and negative independently; video chips do no
  assert.match(q.compiledPrompt,/Photorealistic/);assert.doesNotMatch(q.compiledPrompt,/Comic|pores|tripod|hold|VIDEO ONLY/i);assert.deepEqual(q.imageStyles,styles)
  assert.doesNotMatch(compilePrompt(q.promptSections,false,q),/Picture 1/)
  assert.deepEqual(parseBatch('A wrapped\nsentence\n\nSecond shot\r\n\r\nThird'),['A wrapped\nsentence','Second shot','Third'])
+ assert.deepEqual(
+  parseBatchDoubleBlank('Prompt 1 starts here\nBal blaglas\nsldkjf lkaj\n\nsldkfjs lkdfj\nsdlfkjsdkljf\n\n\nPrompt 2 starts here flaskjflaskdj'),
+  ['Prompt 1 starts here\nBal blaglas\nsldkjf lkaj\n\nsldkfjs lkdfj\nsdlfkjsdkljf','Prompt 2 starts here flaskjflaskdj']
+ )
+ assert.deepEqual(parseBatchDoubleBlank('one\n\ntwo'),['one\n\ntwo'])
+ assert.deepEqual(parseBatchDoubleBlank('one\n\n\ntwo\n\n\n\nthree\n'),['one','two','three'])
 })
 test('qwen21 supports Generate and Edit with 25/1 defaults and no locks',()=>{
  const q=validateRequest({mode:'generate',engine:'qwen21',folderId:'f',promptSections:{action:'a red bicycle'},settings:{aspect:'1:1'}})

utils/promptSequences.ts

@@ -0,0 +1,575 @@
+export type PromptSequenceOutfit = {
+  id: string
+  name: string
+  description: string
+}
+
+export type PromptSequenceCharacter = {
+  id: string
+  name: string
+  description: string
+  outfits: PromptSequenceOutfit[]
+}
+
+export type PromptSequenceCharacterState = {
+  characterId: string
+  on: boolean
+  /** Active outfit id for this scene, or null/'' for none. */
+  outfitId: string | null
+}
+
+/** Suggested labels only — not a hard enum. */
+export const PROMPT_SEQUENCE_FRAMING_SUGGESTIONS = ['wide', 'medium', 'narrow'] as const
+
+export type PromptSequenceFraming = {
+  id: string
+  label: string
+  text: string
+}
+
+export type PromptSequenceSet = {
+  id: string
+  name: string
+  framings: PromptSequenceFraming[]
+}
+
+export type PromptSequenceSetState = {
+  setId: string
+  on: boolean
+  /** Chosen framing for this set in this scene (like outfitId). Empty = copy nothing. */
+  framingId: string | null
+}
+
+export type PromptSequenceScene = {
+  id: string
+  title: string
+  style: string
+  settings: string
+  setStates: PromptSequenceSetState[]
+  characterStates: PromptSequenceCharacterState[]
+  prompt: string
+}
+
+/** Scene prompt sections. Default copy order. */
+export const PROMPT_SEQUENCE_SECTION_KEYS = ['style', 'settings', 'set', 'characters', 'prompt'] as const
+export type PromptSequenceSectionKey = (typeof PROMPT_SEQUENCE_SECTION_KEYS)[number]
+export const DEFAULT_PROMPT_SEQUENCE_SECTION_ORDER: PromptSequenceSectionKey[] = [
+  ...PROMPT_SEQUENCE_SECTION_KEYS
+]
+
+export type PromptSequence = {
+  id: string
+  name: string
+  /** Order of scene sections when assembling / in the editor. */
+  sectionOrder: PromptSequenceSectionKey[]
+  characters: PromptSequenceCharacter[]
+  sets: PromptSequenceSet[]
+  scenes: PromptSequenceScene[]
+  createdAt: number
+  updatedAt: number
+}
+
+/** Valid unique keys in given order; missing keys append in default order. */
+export function normalizeSectionOrder(raw: unknown): PromptSequenceSectionKey[] {
+  const allowed = new Set<string>(PROMPT_SEQUENCE_SECTION_KEYS)
+  const seen = new Set<PromptSequenceSectionKey>()
+  const ordered: PromptSequenceSectionKey[] = []
+  if (Array.isArray(raw)) {
+    for (const item of raw) {
+      const key = String(item || '').trim()
+      if (!allowed.has(key) || seen.has(key as PromptSequenceSectionKey)) continue
+      const typed = key as PromptSequenceSectionKey
+      seen.add(typed)
+      ordered.push(typed)
+    }
+  }
+  for (const key of DEFAULT_PROMPT_SEQUENCE_SECTION_ORDER) {
+    if (!seen.has(key)) ordered.push(key)
+  }
+  return ordered
+}
+
+export const PROMPT_SEQUENCE_NAME_MAX = 80
+export const PROMPT_SEQUENCE_FIELD_MAX = 50_000
+export const PROMPT_SEQUENCE_TITLE_MAX = 60
+
+export function newId() {
+  if (typeof crypto !== 'undefined' && typeof crypto.randomUUID === 'function') {
+    return crypto.randomUUID()
+  }
+  return `ps-${Date.now().toString(36)}-${Math.random().toString(36).slice(2, 10)}`
+}
+
+export function emptyOutfit(): PromptSequenceOutfit {
+  return { id: newId(), name: '', description: '' }
+}
+
+export function emptyCharacter(): PromptSequenceCharacter {
+  return { id: newId(), name: '', description: '', outfits: [] }
+}
+
+export function emptyFraming(label = ''): PromptSequenceFraming {
+  return { id: newId(), label, text: '' }
+}
+
+export function emptySet(): PromptSequenceSet {
+  return { id: newId(), name: '', framings: [emptyFraming()] }
+}
+
+export function defaultCharacterState(characterId: string, on = true): PromptSequenceCharacterState {
+  return { characterId, on, outfitId: null }
+}
+
+export function defaultSetState(setId: string, on = true, framingId: string | null = null): PromptSequenceSetState {
+  return { setId, on, framingId }
+}
+
+export function emptyScene(
+  index = 1,
+  characters: PromptSequenceCharacter[] = [],
+  sets: PromptSequenceSet[] = []
+): PromptSequenceScene {
+  return {
+    id: newId(),
+    title: `Scene ${Math.max(1, index)}`,
+    style: '',
+    settings: '',
+    setStates: sets.map(set => defaultSetState(set.id, true, null)),
+    characterStates: characters.map(character => defaultCharacterState(character.id, true)),
+    prompt: ''
+  }
+}
+
+export function cloneSceneForNext(previous: PromptSequenceScene, nextIndex: number): PromptSequenceScene {
+  return {
+    id: newId(),
+    title: `Scene ${nextIndex}`,
+    style: previous.style,
+    settings: previous.settings,
+    setStates: (previous.setStates || []).map(state => ({
+      setId: state.setId,
+      on: !!state.on,
+      framingId: state.framingId || null
+    })),
+    characterStates: (previous.characterStates || []).map(state => ({
+      characterId: state.characterId,
+      on: !!state.on,
+      outfitId: state.outfitId || null
+    })),
+    prompt: previous.prompt
+  }
+}
+
+function outfitPromptText(outfit?: { name?: string; description?: string } | null) {
+  if (!outfit) return ''
+  return String(outfit.description || '').trim() || String(outfit.name || '').trim()
+}
+
+/**
+ * Character line when on:
+ * - with outfit: "Name: description. Outfit: outfit description"
+ * - without: "Name: description" (or name-only / description-only)
+ */
+export function formatCharacterLine(
+  character: { name?: string; description?: string },
+  outfit?: { name?: string; description?: string } | null
+) {
+  const name = String(character?.name || '').trim()
+  const description = String(character?.description || '').trim()
+  let base = ''
+  if (name && description) base = `${name}: ${description}`
+  else base = name || description
+  if (!base) return ''
+  const outfitText = outfitPromptText(outfit)
+  if (!outfitText) return base
+  return `${base}. Outfit: ${outfitText}`
+}
+
+/** Selected framing text for each on set. No set name, no framing label. */
+export function assembleSetBlock(
+  scene: { setStates?: PromptSequenceSetState[] },
+  sets: PromptSequenceSet[] = []
+) {
+  const states = scene.setStates || []
+  const stateById = new Map(states.map(state => [state.setId, state]))
+  const chunks: string[] = []
+  for (const set of sets) {
+    const state = stateById.get(set.id)
+    if (state && !state.on) continue
+    const framingId = state?.framingId || null
+    if (!framingId) continue
+    const framing = (set.framings || []).find(item => item.id === framingId)
+    const text = String(framing?.text || '').trim()
+    if (text) chunks.push(text)
+  }
+  return chunks.join('\n')
+}
+
+export function resolveSceneCharacterLines(
+  scene: { characterStates?: PromptSequenceCharacterState[] },
+  characters: PromptSequenceCharacter[] = []
+) {
+  const states = scene.characterStates || []
+  const stateById = new Map(states.map(state => [state.characterId, state]))
+  return characters
+    .map((character) => {
+      const state = stateById.get(character.id)
+      if (state && !state.on) return ''
+      const outfitId = state?.outfitId || null
+      const outfit = outfitId
+        ? (character.outfits || []).find(item => item.id === outfitId) || null
+        : null
+      return formatCharacterLine(character, outfit)
+    })
+    .filter(Boolean)
+}
+
+export function assembleSceneText(
+  scene: {
+    style?: string
+    settings?: string
+    prompt?: string
+    setStates?: PromptSequenceSetState[]
+    characterStates?: PromptSequenceCharacterState[]
+    /** Legacy per-scene characters (migration / old tests). */
+    characters?: Array<{ name?: string; description?: string }>
+  },
+  sequenceCharacters?: PromptSequenceCharacter[],
+  sequenceSets?: PromptSequenceSet[],
+  sectionOrder?: PromptSequenceSectionKey[] | unknown
+) {
+  const setBlock = sequenceSets?.length
+    ? assembleSetBlock(scene, sequenceSets)
+    : ''
+  const characterBlock = sequenceCharacters?.length
+    ? resolveSceneCharacterLines(scene, sequenceCharacters).join('\n')
+    : (scene.characters || [])
+        .map(character => formatCharacterLine(character))
+        .filter(Boolean)
+        .join('\n')
+  const blocks: Record<PromptSequenceSectionKey, string> = {
+    style: String(scene.style || '').trim(),
+    settings: String(scene.settings || '').trim(),
+    set: setBlock,
+    characters: characterBlock,
+    prompt: String(scene.prompt || '').trim()
+  }
+  const order = normalizeSectionOrder(sectionOrder)
+  const parts = order.map(key => blocks[key]).filter(Boolean)
+  return parts.join('\n\n')
+}
+
+/**
+ * Whole sequence as one copyable block.
+ * Scenes join with a double blank line (\n\n\n) — same separator desktop Batch uses.
+ * Sequence name is never included.
+ */
+export function assembleSequenceText(sequence: {
+  sectionOrder?: PromptSequenceSectionKey[] | unknown
+  characters?: PromptSequenceCharacter[]
+  sets?: PromptSequenceSet[]
+  scenes?: Array<{
+    style?: string
+    settings?: string
+    prompt?: string
+    setStates?: PromptSequenceSetState[]
+    characterStates?: PromptSequenceCharacterState[]
+    characters?: Array<{ name?: string; description?: string }>
+  }>
+}) {
+  const characters = sequence.characters || []
+  const sets = sequence.sets || []
+  const sectionOrder = normalizeSectionOrder(sequence.sectionOrder)
+  return (sequence.scenes || [])
+    .map(scene => assembleSceneText(
+      scene,
+      characters.length ? characters : undefined,
+      sets.length ? sets : undefined,
+      sectionOrder
+    ))
+    .filter(Boolean)
+    .join('\n\n\n')
+}
+
+export function normalizePromptSequenceName(raw: unknown) {
+  return String(raw || '').trim().replace(/\s+/g, ' ').slice(0, PROMPT_SEQUENCE_NAME_MAX)
+}
+
+export function normalizePromptSequenceField(raw: unknown) {
+  return String(raw || '').replace(/\r\n/g, '\n').slice(0, PROMPT_SEQUENCE_FIELD_MAX)
+}
+
+export function normalizePromptSequenceTitle(raw: unknown, fallback: string) {
+  const title = String(raw || '').trim().replace(/\s+/g, ' ').slice(0, PROMPT_SEQUENCE_TITLE_MAX)
+  return title || fallback
+}
+
+export function normalizeOutfit(raw: unknown): PromptSequenceOutfit {
+  const rec = (raw && typeof raw === 'object' ? raw : {}) as Record<string, unknown>
+  return {
+    id: String(rec.id || '').trim() || newId(),
+    name: String(rec.name || '').trim().slice(0, 120),
+    description: normalizePromptSequenceField(rec.description).trim()
+  }
+}
+
+export function normalizeCharacter(raw: unknown): PromptSequenceCharacter {
+  const rec = (raw && typeof raw === 'object' ? raw : {}) as Record<string, unknown>
+  const outfits = Array.isArray(rec.outfits) ? rec.outfits.map(normalizeOutfit) : []
+  return {
+    id: String(rec.id || '').trim() || newId(),
+    name: String(rec.name || '').trim().slice(0, 120),
+    description: normalizePromptSequenceField(rec.description).trim(),
+    outfits
+  }
+}
+
+export function normalizeFraming(raw: unknown): PromptSequenceFraming {
+  const rec = (raw && typeof raw === 'object' ? raw : {}) as Record<string, unknown>
+  return {
+    id: String(rec.id || '').trim() || newId(),
+    label: String(rec.label || '').trim().slice(0, 120),
+    text: normalizePromptSequenceField(rec.text)
+  }
+}
+
+/** Fold legacy beat-only sets into one framing labeled "wide". */
+function framingsFromLegacyBeats(rec: Record<string, unknown>): PromptSequenceFraming[] {
+  const parts: string[] = []
+  const description = normalizePromptSequenceField(rec.description).trim()
+  if (description) parts.push(description)
+  const beats = Array.isArray(rec.beats) ? rec.beats : []
+  for (const beat of beats) {
+    if (!beat || typeof beat !== 'object') continue
+    const text = normalizePromptSequenceField((beat as Record<string, unknown>).text).trim()
+    if (text) parts.push(text)
+  }
+  if (!parts.length) return [emptyFraming()]
+  return [{ id: newId(), label: 'wide', text: parts.join('\n') }]
+}
+
+export function normalizeSet(raw: unknown): PromptSequenceSet {
+  const rec = (raw && typeof raw === 'object' ? raw : {}) as Record<string, unknown>
+  let framings: PromptSequenceFraming[]
+  if (Array.isArray(rec.framings) && rec.framings.length) {
+    framings = rec.framings.map(normalizeFraming)
+  } else if (Array.isArray(rec.beats) && rec.beats.length) {
+    framings = framingsFromLegacyBeats(rec)
+  } else if (String(rec.description || '').trim()) {
+    framings = framingsFromLegacyBeats(rec)
+  } else {
+    framings = [emptyFraming()]
+  }
+  return {
+    id: String(rec.id || '').trim() || newId(),
+    name: String(rec.name || '').trim().slice(0, 120),
+    framings
+  }
+}
+
+export function normalizeCharacterState(raw: unknown, fallbackCharacterId = ''): PromptSequenceCharacterState {
+  const rec = (raw && typeof raw === 'object' ? raw : {}) as Record<string, unknown>
+  const characterId = String(rec.characterId || fallbackCharacterId || '').trim()
+  const outfitRaw = rec.outfitId
+  const outfitId = outfitRaw == null || outfitRaw === '' ? null : String(outfitRaw).trim() || null
+  return {
+    characterId,
+    on: rec.on === undefined ? true : !!rec.on,
+    outfitId
+  }
+}
+
+export function normalizeSetState(
+  raw: unknown,
+  fallbackSetId = '',
+  sets: PromptSequenceSet[] = [],
+  legacyShotSize = ''
+): PromptSequenceSetState {
+  const rec = (raw && typeof raw === 'object' ? raw : {}) as Record<string, unknown>
+  const setId = String(rec.setId || fallbackSetId || '').trim()
+  const framingRaw = rec.framingId
+  let framingId = framingRaw == null || framingRaw === '' ? null : String(framingRaw).trim() || null
+  const set = sets.find(item => item.id === setId)
+  if (framingId && set && !set.framings.some(framing => framing.id === framingId)) {
+    framingId = null
+  }
+  if (!framingId && legacyShotSize && set) {
+    const match = set.framings.find(
+      framing => framing.label.trim().toLowerCase() === legacyShotSize.trim().toLowerCase()
+    )
+    if (match) framingId = match.id
+  }
+  return {
+    setId,
+    on: rec.on === undefined ? true : !!rec.on,
+    framingId
+  }
+}
+
+function liftLegacyCharacters(scenesRaw: unknown[]): PromptSequenceCharacter[] {
+  const byId = new Map<string, PromptSequenceCharacter>()
+  for (const scene of scenesRaw) {
+    if (!scene || typeof scene !== 'object') continue
+    const chars = (scene as Record<string, unknown>).characters
+    if (!Array.isArray(chars)) continue
+    for (const character of chars) {
+      const normalized = normalizeCharacter(character)
+      if (!byId.has(normalized.id)) byId.set(normalized.id, normalized)
+    }
+  }
+  return [...byId.values()]
+}
+
+function syncCharacterStates(
+  statesRaw: unknown,
+  characters: PromptSequenceCharacter[],
+  defaultOn = true
+): PromptSequenceCharacterState[] {
+  const incoming = Array.isArray(statesRaw)
+    ? statesRaw.map(state => normalizeCharacterState(state)).filter(state => state.characterId)
+    : []
+  const byId = new Map(incoming.map(state => [state.characterId, state]))
+  return characters.map((character) => {
+    const existing = byId.get(character.id)
+    if (existing) {
+      const outfitOk = existing.outfitId
+        && character.outfits.some(outfit => outfit.id === existing.outfitId)
+      return {
+        characterId: character.id,
+        on: existing.on,
+        outfitId: outfitOk ? existing.outfitId : null
+      }
+    }
+    return defaultCharacterState(character.id, defaultOn)
+  })
+}
+
+function syncSetStates(
+  statesRaw: unknown,
+  sets: PromptSequenceSet[],
+  defaultOn = true,
+  legacyShotSize = ''
+): PromptSequenceSetState[] {
+  const incoming = Array.isArray(statesRaw)
+    ? statesRaw.map(state => normalizeSetState(state, '', sets, legacyShotSize)).filter(state => state.setId)
+    : []
+  const byId = new Map(incoming.map(state => [state.setId, state]))
+  return sets.map((set) => {
+    const existing = byId.get(set.id)
+    if (existing) {
+      const framingOk = existing.framingId
+        && set.framings.some(framing => framing.id === existing.framingId)
+      return {
+        setId: set.id,
+        on: existing.on,
+        framingId: framingOk ? existing.framingId : null
+      }
+    }
+    let framingId: string | null = null
+    if (legacyShotSize) {
+      const match = set.framings.find(
+        framing => framing.label.trim().toLowerCase() === legacyShotSize.trim().toLowerCase()
+      )
+      if (match) framingId = match.id
+    }
+    return defaultSetState(set.id, defaultOn, framingId)
+  })
+}
+
+export function normalizeScene(
+  raw: unknown,
+  index: number,
+  characters: PromptSequenceCharacter[] = [],
+  sets: PromptSequenceSet[] = []
+): PromptSequenceScene {
+  const rec = (raw && typeof raw === 'object' ? raw : {}) as Record<string, unknown>
+  const legacyShotSize = String(rec.shotSize || '').trim()
+  return {
+    id: String(rec.id || '').trim() || newId(),
+    title: normalizePromptSequenceTitle(rec.title, `Scene ${index + 1}`),
+    style: normalizePromptSequenceField(rec.style),
+    settings: normalizePromptSequenceField(rec.settings),
+    setStates: syncSetStates(rec.setStates, sets, true, legacyShotSize),
+    characterStates: syncCharacterStates(rec.characterStates, characters, true),
+    prompt: normalizePromptSequenceField(rec.prompt)
+  }
+}
+
+export function normalizePromptSequence(raw: unknown): PromptSequence | null {
+  if (!raw || typeof raw !== 'object') return null
+  const rec = raw as Record<string, unknown>
+  const name = normalizePromptSequenceName(rec.name)
+  if (!name) return null
+  const scenesRaw = Array.isArray(rec.scenes) ? rec.scenes : []
+  let characters = Array.isArray(rec.characters)
+    ? rec.characters.map(normalizeCharacter)
+    : liftLegacyCharacters(scenesRaw)
+  if (!characters.length) characters = [emptyCharacter()]
+  const sets = Array.isArray(rec.sets) ? rec.sets.map(normalizeSet) : []
+  const scenes = scenesRaw.length
+    ? scenesRaw.map((scene, index) => normalizeScene(scene, index, characters, sets))
+    : [emptyScene(1, characters, sets)]
+  const createdAt = Number(rec.createdAt) || Date.now()
+  return {
+    id: String(rec.id || '').trim() || newId(),
+    name,
+    sectionOrder: normalizeSectionOrder(rec.sectionOrder),
+    characters,
+    sets,
+    scenes,
+    createdAt,
+    updatedAt: Number(rec.updatedAt) || createdAt
+  }
+}
+
+/** Ensure every scene has a state row for every sequence character. */
+export function ensureSceneStatesForCharacters(
+  scenes: PromptSequenceScene[],
+  characters: PromptSequenceCharacter[],
+  opts?: { newCharacterId?: string; turnOnSceneIndex?: number }
+) {
+  const newCharacterId = opts?.newCharacterId
+  const turnOnIndex = opts?.turnOnSceneIndex
+  for (let i = 0; i < scenes.length; i++) {
+    const scene = scenes[i]
+    const byId = new Map(scene.characterStates.map(state => [state.characterId, state]))
+    scene.characterStates = characters.map((character) => {
+      const existing = byId.get(character.id)
+      if (existing) return existing
+      const on = newCharacterId && character.id === newCharacterId
+        ? i === turnOnIndex
+        : true
+      return defaultCharacterState(character.id, on)
+    })
+  }
+}
+
+/** Ensure every scene has a state row for every sequence set. */
+export function ensureSceneStatesForSets(
+  scenes: PromptSequenceScene[],
+  sets: PromptSequenceSet[],
+  opts?: { newSetId?: string; turnOnSceneIndex?: number }
+) {
+  const newSetId = opts?.newSetId
+  const turnOnIndex = opts?.turnOnSceneIndex
+  for (let i = 0; i < scenes.length; i++) {
+    const scene = scenes[i]
+    const byId = new Map((scene.setStates || []).map(state => [state.setId, state]))
+    scene.setStates = sets.map((set) => {
+      const existing = byId.get(set.id)
+      if (existing) {
+        const framingOk = existing.framingId
+          && set.framings.some(framing => framing.id === existing.framingId)
+        return {
+          setId: set.id,
+          on: existing.on,
+          framingId: framingOk ? existing.framingId : null
+        }
+      }
+      const on = newSetId && set.id === newSetId
+        ? i === turnOnIndex
+        : true
+      return defaultSetState(set.id, on, null)
+    })
+  }
+}