Add LoRA stacks with per-item strengths and named video/image generation presets so setups survive reload without mixing Klein onto MiniMax. Keep LTX Pink Cherry and xAIGen LoRAs on xAIGen, and run Recommend on Beast.

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

server/utils/watch.ts

@@ -83,10 +83,17 @@ export function emitChainJob(job: Job, event: JobEvent, samplePct?: number) {
   emitJob(job, next)
 }
 
+function nodeLabel(node: string) {
+  if (!node) return ''
+  if (NODE_LABELS[node]) return NODE_LABELS[node]
+  if (node.startsWith('user:lora')) return 'Applying LoRA'
+  return ''
+}
+
 function isNonSamplerProgress(node: string) {
   if (!node) return false
   if (isEncodingNode(node)) return true
-  const label = NODE_LABELS[node] || ''
+  const label = nodeLabel(node)
   return /save|checkpoint|video combine|vhs/i.test(label) && !/sampler/i.test(label)
 }
 
@@ -235,6 +242,8 @@ export function watchComfyJob(job: Job, options: { persist?: boolean } = {}): Pr
               sound: job.library.sound,
               globalLocks: job.library.globalLocks,
               permanenceRefs: clipRefsFromJob(job.library),
+              loraName: job.library.loraName,
+              loraStack: job.library.loraStack,
               segmentFirstFrame
             })
             job.clipId = clip.id
@@ -400,7 +409,7 @@ export function watchComfyJob(job: Job, options: { persist?: boolean } = {}): Pr
           }
           return
         }
-        const label = NODE_LABELS[node] || `Running node ${node}`
+        const label = nodeLabel(node) || `Running node ${node}`
         const encoding = isEncodingNode(node)
         emitLocal({
           type: 'executing',