fix: TypeScript compatibility & Badge component upgrade

- Updated Badge component to use class-variance-authority (Shadcn standard)
- Fixed Type mismatches in AvatarVariantsManager using double assertion
- Updated Implementation Roadmap with completed tasks
- Updated daily progress log

frontend/src/components/admin/intelligence/AvatarVariantsManager.tsx

@@ -43,7 +43,7 @@ export default function AvatarVariantsManager() {
         }
     });
 
-    const variants = variantsRaw as Variant[];
+    const variants = variantsRaw as unknown as Variant[];
 
     const { data: avatarsRaw = [] } = useQuery({
         queryKey: ['avatar_intelligence'],
@@ -53,7 +53,7 @@ export default function AvatarVariantsManager() {
         }
     });
 
-    const avatars = avatarsRaw as Avatar[];
+    const avatars = avatarsRaw as unknown as Avatar[];
 
     // 2. Compute Stats
     const stats = {

frontend/src/components/ui/badge.tsx

@@ -1,10 +1,35 @@
-
 import * as React from "react"
+import { cva, type VariantProps } from "class-variance-authority"
 import { cn } from "@/lib/utils"
 
-const Badge = React.forwardRef<HTMLDivElement, React.HTMLAttributes<HTMLDivElement>>(({ className, ...props }, ref) => (
-    <div ref={ref} className={cn("inline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold transition-colors focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2", className)} {...props} />
-))
-Badge.displayName = "Badge"
+const badgeVariants = cva(
+    "inline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold transition-colors focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2",
+    {
+        variants: {
+            variant: {
+                default:
+                    "border-transparent bg-primary text-primary-foreground shadow hover:bg-primary/80",
+                secondary:
+                    "border-transparent bg-secondary text-secondary-foreground hover:bg-secondary/80",
+                destructive:
+                    "border-transparent bg-destructive text-destructive-foreground shadow hover:bg-destructive/80",
+                outline: "text-foreground",
+            },
+        },
+        defaultVariants: {
+            variant: "default",
+        },
+    }
+)
 
-export { Badge }
+export interface BadgeProps
+    extends React.HTMLAttributes<HTMLDivElement>,
+    VariantProps<typeof badgeVariants> { }
+
+function Badge({ className, variant, ...props }: BadgeProps) {
+    return (
+        <div className={cn(badgeVariants({ variant }), className)} {...props} />
+    )
+}
+
+export { Badge, badgeVariants }