diff --git a/Dockerfile b/Dockerfile
index f147eac..57a72cb 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -38,6 +38,7 @@ COPY --from=builder /app/prisma ./prisma
 COPY --from=builder /app/bunfig.toml ./bunfig.toml
 COPY --from=builder /app/public ./public
 COPY --from=builder /app/prisma.config.ts ./prisma.config.ts
+COPY --from=builder /app/example-data ./example-data
 
 # Create data directory
 RUN mkdir -p data
diff --git a/bun.lock b/bun.lock
index 0c98846..20eb8ff 100644
--- a/bun.lock
+++ b/bun.lock
@@ -10,6 +10,7 @@
         "@prisma/adapter-libsql": "7.3.0",
         "@prisma/client": "^7.3.0",
         "@radix-ui/react-avatar": "^1.1.11",
+        "@radix-ui/react-checkbox": "^1.3.3",
         "@radix-ui/react-dialog": "^1.1.15",
         "@radix-ui/react-label": "^2.1.8",
         "@radix-ui/react-scroll-area": "^1.2.10",
diff --git a/example-data/characters.json b/example-data/characters.json
index 50035b2..283f693 100644
--- a/example-data/characters.json
+++ b/example-data/characters.json
@@ -19,4 +19,4 @@
       "path": "01KHNYBPY85F6BZAJXZDSKBQY7.webp"
     }
   }
-]
\ No newline at end of file
+]
diff --git a/example-data/equipments.json b/example-data/equipments.json
index 7dba3b6..712bcf8 100644
--- a/example-data/equipments.json
+++ b/example-data/equipments.json
@@ -107,4 +107,4 @@
       "path": "01KHQ66H2X62ZFQ8E1WHK0DSFE.webp"
     }
   }
-]
\ No newline at end of file
+]
diff --git a/example-data/expressions.json b/example-data/expressions.json
index b8ce734..d4e7f5d 100644
--- a/example-data/expressions.json
+++ b/example-data/expressions.json
@@ -80,4 +80,4 @@
       "path": "01KHNY8VTPEQMHJ7X0C31F6YA6.webp"
     }
   }
-]
\ No newline at end of file
+]
diff --git a/example-data/looks.json b/example-data/looks.json
index b1a945a..248e598 100644
--- a/example-data/looks.json
+++ b/example-data/looks.json
@@ -69,4 +69,4 @@
       "01KHQ66H318BPBAE4ZFBY7JHBD"
     ]
   }
-]
\ No newline at end of file
+]
diff --git a/example-data/poses.json b/example-data/poses.json
index 082467c..0937e9e 100644
--- a/example-data/poses.json
+++ b/example-data/poses.json
@@ -80,4 +80,4 @@
       "path": "01KHNY603BYFF3M1RA5AWYHCD2.webp"
     }
   }
-]
\ No newline at end of file
+]
diff --git a/package.json b/package.json
index 39e3d17..7953427 100644
--- a/package.json
+++ b/package.json
@@ -17,6 +17,7 @@
     "@prisma/adapter-libsql": "7.3.0",
     "@prisma/client": "^7.3.0",
     "@radix-ui/react-avatar": "^1.1.11",
+    "@radix-ui/react-checkbox": "^1.3.3",
     "@radix-ui/react-dialog": "^1.1.15",
     "@radix-ui/react-label": "^2.1.8",
     "@radix-ui/react-scroll-area": "^1.2.10",
diff --git a/src/ui/components/ExtractorDialog.tsx b/src/ui/components/ExtractorDialog.tsx
index 9e63890..2188b4c 100644
--- a/src/ui/components/ExtractorDialog.tsx
+++ b/src/ui/components/ExtractorDialog.tsx
@@ -34,6 +34,10 @@ export const ExtractorDialog: React.FC<ExtractorDialogProps> = ({
   const [results, setResults] = useState<ExtractedAsset[]>([])
   const [isRefineComplete, setIsRefineComplete] = useState(false)
 
+  // Save as Outfit state
+  const [saveAsOutfit, setSaveAsOutfit] = useState(false)
+  const [outfitName, setOutfitName] = useState('')
+
   // Refs for cleanup
   const analyzeController = useRef<AbortController | null>(null)
   const refineController = useRef<AbortController | null>(null)
@@ -48,6 +52,8 @@ export const ExtractorDialog: React.FC<ExtractorDialogProps> = ({
     setSelectedIndices([])
     setResults([])
     setIsRefineComplete(false)
+    setSaveAsOutfit(false)
+    setOutfitName('')
     analyzeController.current?.abort()
     refineController.current?.abort()
   }
@@ -194,7 +200,30 @@ export const ExtractorDialog: React.FC<ExtractorDialogProps> = ({
 
   const handleClose = () => onOpenChange(false)
 
-  const handleDone = () => {
+  const handleDone = async () => {
+    if (saveAsOutfit) {
+      if (!outfitName.trim()) {
+        toast.error('Please enter an outfit name')
+        return
+      }
+      try {
+        const equipmentIds = results.map((r) => r.id)
+        const res = await client.outfits.$post({
+          json: {
+            name: outfitName,
+            equipmentIds,
+          },
+        })
+        if (res.ok) {
+          toast.success('Outfit created')
+        } else {
+          toast.error('Failed to create outfit')
+        }
+      } catch (e) {
+        console.error(e)
+        toast.error('Failed to create outfit')
+      }
+    }
     onSuccess(results)
     handleClose()
   }
@@ -234,6 +263,10 @@ export const ExtractorDialog: React.FC<ExtractorDialogProps> = ({
               selectedCandidates={candidates.filter((_, i) => selectedIndices.includes(i))}
               results={results}
               isComplete={isRefineComplete}
+              saveAsOutfit={saveAsOutfit}
+              setSaveAsOutfit={setSaveAsOutfit}
+              outfitName={outfitName}
+              setOutfitName={setOutfitName}
             />
           )}
         </div>
diff --git a/src/ui/components/extractor/RefineStage.tsx b/src/ui/components/extractor/RefineStage.tsx
index a5d9c76..c3a66c3 100644
--- a/src/ui/components/extractor/RefineStage.tsx
+++ b/src/ui/components/extractor/RefineStage.tsx
@@ -2,24 +2,35 @@ import { CheckCircle2, Loader2 } from 'lucide-react'
 import React from 'react'
 import { cn } from '../../lib/utils'
 import { CandidateAsset, ExtractedAsset } from '../../types'
+import { Checkbox } from '../ui/checkbox'
+import { Input } from '../ui/input'
+import { Label } from '../ui/label'
 import { ScrollArea } from '../ui/scroll-area'
 
 interface RefineStageProps {
   selectedCandidates: CandidateAsset[]
   results: ExtractedAsset[]
   isComplete: boolean
+  saveAsOutfit: boolean
+  setSaveAsOutfit: (value: boolean) => void
+  outfitName: string
+  setOutfitName: (value: string) => void
 }
 
 export const RefineStage: React.FC<RefineStageProps> = ({
   selectedCandidates,
   results,
   isComplete,
+  saveAsOutfit,
+  setSaveAsOutfit,
+  outfitName,
+  setOutfitName,
 }) => {
   return (
     <div className="flex flex-col h-full w-full max-w-6xl mx-auto px-4 py-6">
       {/* Grid */}
-      <ScrollArea className="h-full px-2">
-        <div className="grid grid-cols-3 gap-2 p-1 h-full pb-6">
+      <ScrollArea className="flex-1 px-2">
+        <div className="grid grid-cols-3 gap-2 p-1 pb-6">
           {selectedCandidates.map((candidate, index) => {
             const isFinished = index < results.length
             const isProcessing = index === results.length && !isComplete
@@ -114,6 +125,34 @@ export const RefineStage: React.FC<RefineStageProps> = ({
           })}
         </div>
       </ScrollArea>
+
+      {isComplete && (
+        <div className="flex flex-col gap-4 mt-4 p-4 bg-white rounded-xl border border-slate-200 shadow-sm shrink-0 animate-in fade-in slide-in-from-bottom-4 duration-500">
+          <div className="flex items-center space-x-2">
+            <Checkbox
+              id="saveOutfit"
+              checked={saveAsOutfit}
+              onCheckedChange={(c) => setSaveAsOutfit(c === true)}
+            />
+            <Label
+              htmlFor="saveOutfit"
+              className="text-sm font-medium leading-none peer-disabled:cursor-not-allowed peer-disabled:opacity-70"
+            >
+              Save as Outfit
+            </Label>
+          </div>
+          {saveAsOutfit && (
+            <Input
+              placeholder="Outfit Name"
+              value={outfitName}
+              onChange={(e) => setOutfitName(e.target.value)}
+              className="w-full animate-in fade-in zoom-in duration-300"
+              autoFocus
+            />
+          )}
+        </div>
+      )}
+
       <style>{`
         @keyframes scanline {
           0% {
diff --git a/src/ui/components/ui/checkbox.tsx b/src/ui/components/ui/checkbox.tsx
new file mode 100644
index 0000000..398b778
--- /dev/null
+++ b/src/ui/components/ui/checkbox.tsx
@@ -0,0 +1,30 @@
+"use client"
+
+import * as React from "react"
+import * as CheckboxPrimitive from "@radix-ui/react-checkbox"
+import { Check } from "lucide-react"
+
+import { cn } from "@/ui/lib/utils"
+
+const Checkbox = React.forwardRef<
+  React.ElementRef<typeof CheckboxPrimitive.Root>,
+  React.ComponentPropsWithoutRef<typeof CheckboxPrimitive.Root>
+>(({ className, ...props }, ref) => (
+  <CheckboxPrimitive.Root
+    ref={ref}
+    className={cn(
+      "peer h-4 w-4 shrink-0 rounded-sm border border-primary ring-offset-background focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:cursor-not-allowed disabled:opacity-50 data-[state=checked]:bg-primary data-[state=checked]:text-primary-foreground",
+      className
+    )}
+    {...props}
+  >
+    <CheckboxPrimitive.Indicator
+      className={cn("flex items-center justify-center text-current")}
+    >
+      <Check className="h-4 w-4" />
+    </CheckboxPrimitive.Indicator>
+  </CheckboxPrimitive.Root>
+))
+Checkbox.displayName = CheckboxPrimitive.Root.displayName
+
+export { Checkbox }
diff --git a/src/ui/pages/Equipments.tsx b/src/ui/pages/Equipments.tsx
index a29d72e..bb67828 100644
--- a/src/ui/pages/Equipments.tsx
+++ b/src/ui/pages/Equipments.tsx
@@ -1,14 +1,14 @@
 import { InferResponseType } from 'hono/client'
-import { Plus, Trash2, Upload } from 'lucide-react'
+import { Plus, ScanLine, Trash2, Upload } from 'lucide-react'
 import { useEffect, useState } from 'react'
 import { toast } from 'sonner'
 import { EQUIPMENT_CATEGORIES } from '../../lib/categories'
 import { client } from '../client'
 import { CreateOutfitDialog } from '../components/CreateOutfitDialog'
 import { EquipmentDetailsDialog } from '../components/EquipmentDetailsDialog'
-import { UploadEquipmentDialog } from '../components/UploadEquipmentDialog'
 import { ExtractorDialog } from '../components/ExtractorDialog'
 import { PageHeader } from '../components/PageHeader'
+import { UploadEquipmentDialog } from '../components/UploadEquipmentDialog'
 import { VibeCard } from '../components/VibeCard'
 import { Badge } from '../components/ui/badge'
 import { Button } from '../components/ui/button'
@@ -158,11 +158,15 @@ export default function Equipments() {
         actions={
           viewMode === 'equipments' ? (
             <div className="flex gap-2">
-              <Button onClick={() => setUploadEquipmentOpen(true)} variant="secondary">
+              <Button
+                onClick={() => setUploadEquipmentOpen(true)}
+                variant="secondary"
+                className="border"
+              >
                 <Upload className="mr-2 h-4 w-4" /> Upload
               </Button>
               <Button onClick={() => setExtractorOpen(true)}>
-                <Plus className="mr-2 h-4 w-4" /> Extract Equipment
+                <ScanLine className="mr-2 h-4 w-4" /> Extractor
               </Button>
             </div>
           ) : (
diff --git a/src/ui/pages/Expressions.tsx b/src/ui/pages/Expressions.tsx
index b7304da..acef5ee 100644
--- a/src/ui/pages/Expressions.tsx
+++ b/src/ui/pages/Expressions.tsx
@@ -111,6 +111,7 @@ export default function Expressions() {
           }
         }}
       />
+      <style>{`@keyframes fadeIn { from { opacity: 0; transform: translateY(10px); } to { opacity: 1; transform: translateY(0); } }`}</style>
     </div>
   )
 }
diff --git a/src/ui/pages/FittingRoom.tsx b/src/ui/pages/FittingRoom.tsx
index 85d9669..19fe2e6 100644
--- a/src/ui/pages/FittingRoom.tsx
+++ b/src/ui/pages/FittingRoom.tsx
@@ -11,11 +11,12 @@ import { PageHeader } from '../components/PageHeader'
 import { Button } from '../components/ui/button'
 import { Card } from '../components/ui/card'
 import {
-  DropdownMenu,
-  DropdownMenuContent,
-  DropdownMenuItem,
-  DropdownMenuTrigger,
+    DropdownMenu,
+    DropdownMenuContent,
+    DropdownMenuItem,
+    DropdownMenuTrigger,
 } from '../components/ui/dropdown-menu'
+import { ScrollArea } from '../components/ui/scroll-area'
 
 // Types - Define locally to avoid complex type extraction if client inference is tricky
 // But we should try to use inference
@@ -82,7 +83,7 @@ export default function FittingRoom() {
   }
 
   return (
-    <div className="p-8 pt-2 h-full flex flex-col bg-stone-50/30 relative">
+    <div className="px-8 pb-8 pt-2 h-[calc(100vh-6rem)] flex flex-col bg-stone-50/30 relative">
       <PageHeader
         title="Fitting Room"
         subtitle="System // FITTING_ROOM"
@@ -121,7 +122,7 @@ export default function FittingRoom() {
             <img
               src={character.image?.path ? `/files/${character.image.path}` : ''}
               alt={character.name}
-              className="w-full h-full object-cover object-top drop-shadow-2xl hover:scale-105 transition-transform duration-500"
+              className="w-full h-full object-contain drop-shadow-2xl hover:scale-105 transition-transform duration-500"
             />
             <div className="absolute bottom-4 left-4 right-4 bg-white/80 backdrop-blur-md p-4 rounded-xl border border-white/50 shadow-sm">
               <h3 className="font-bold text-stone-800 text-lg">{character.name}</h3>
@@ -142,21 +143,21 @@ export default function FittingRoom() {
             <span className="text-xs font-mono text-stone-400">{generations.length} LOOKS</span>
           </div>
 
-          <div className="flex-1 overflow-y-auto p-4 custom-scrollbar">
-            {generations.length === 0 ? (
-              <div className="h-full flex flex-col items-center justify-center text-stone-400 gap-4">
-                <div className="w-16 h-16 rounded-full bg-stone-100 flex items-center justify-center">
-                  <Plus className="w-8 h-8 text-stone-300" />
-                </div>
-                <div className="text-center">
-                  <p className="font-medium text-stone-600">No looks generated yet.</p>
-                  <p className="text-xs mt-1">Create your first look to get started.</p>
-                </div>
-                <Button variant="outline" onClick={() => setCreateLookOpen(true)}>
-                  Create Look
-                </Button>
+          {generations.length === 0 ? (
+            <div className="flex-1 flex flex-col items-center justify-center text-stone-400 gap-4">
+              <div className="w-16 h-16 rounded-full bg-stone-100 flex items-center justify-center">
+                <Plus className="w-8 h-8 text-stone-300" />
               </div>
-            ) : (
+              <div className="text-center">
+                <p className="font-medium text-stone-600">No looks generated yet.</p>
+                <p className="text-xs mt-1">Create your first look to get started.</p>
+              </div>
+              <Button variant="outline" onClick={() => setCreateLookOpen(true)}>
+                Create Look
+              </Button>
+            </div>
+          ) : (
+            <ScrollArea className="flex-1 p-4">
               <div className="grid grid-cols-2 md:grid-cols-3 xl:grid-cols-4 gap-4">
                 {generations.map((gen) => (
                   <div
@@ -207,8 +208,8 @@ export default function FittingRoom() {
                   </div>
                 ))}
               </div>
-            )}
-          </div>
+            </ScrollArea>
+          )}
         </div>
       </div>
 
diff --git a/src/ui/pages/Poses.tsx b/src/ui/pages/Poses.tsx
index 77c2ef0..4497b76 100644
--- a/src/ui/pages/Poses.tsx
+++ b/src/ui/pages/Poses.tsx
@@ -111,6 +111,7 @@ export default function Poses() {
           }
         }}
       />
+      <style>{`@keyframes fadeIn { from { opacity: 0; transform: translateY(10px); } to { opacity: 1; transform: translateY(0); } }`}</style>
     </div>
   )
 }