Apply and print SNOFS from the LoRA dials, not a leftover Concept LoRA row.

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

server/api/v2/generate.post.ts

@@ -18,6 +18,7 @@ import {
   clampImageV2Denoise,
   clampImageV2Size,
   clampImageV2Strength,
+  imageV2StackSpecials,
   imageV2WorkflowFile,
   parseImageV2Engine,
   parseImageV2Mode,
@@ -259,6 +260,15 @@ export default defineEventHandler(async (event) => {
   const generateSnofsClipFallback = 0
   await listStudioLoras()
   const loraStack = assertImageV2LoraStack(parsePostedLoraStack(fields.loraStack || fields.lora, 'image'), engine)
+  const stackSpecials = imageV2StackSpecials(loraStack, engine)
+  const snofsModel = conceptAllowed
+    ? (stackSpecials.snofs?.strengthModel ?? clampImageV2Strength(fields.snofs_model, generateSnofsFallback))
+    : 0
+  const snofsClip = conceptAllowed
+    ? (stackSpecials.snofs?.strengthClip ?? clampImageV2Strength(fields.snofs_clip, generateSnofsClipFallback))
+    : 0
+  const consistencyModel = stackSpecials.consistency?.strengthModel ?? generateConsistencyModel
+  const consistencyClip = stackSpecials.consistency?.strengthClip ?? generateConsistencyClip
   let inputFilename = imageA?.filename || ''
   const postedStillId = String(fields.stillId || '').trim()
   if (postedStillId) {
@@ -346,10 +356,10 @@ export default defineEventHandler(async (event) => {
       v2Mode,
       v2Task,
       engine,
-      snofsModel: conceptAllowed ? clampImageV2Strength(fields.snofs_model, generateSnofsFallback) : 0,
-      snofsClip: conceptAllowed ? clampImageV2Strength(fields.snofs_clip, generateSnofsClipFallback) : 0,
-      consistencyModel: generateConsistencyModel,
-      consistencyClip: generateConsistencyClip,
+      snofsModel,
+      snofsClip,
+      consistencyModel,
+      consistencyClip,
       maskStillId: savedMask?.id,
       maskStillFilename: savedMask?.filename,
       refineStrength,