undefined

async def design_optimal_shadcn_architecture(self, 
                                           requirements: DesignSystemRequirements) -> ShadcnUIArchitecture:
    """Design optimal shadcn/ui architecture using AI analysis."""
    
    # Get latest shadcn/ui and React documentation via Context7
    shadcn_docs = await self.context7_client.get_library_docs(
        context7_library_id='/shadcn-ui/docs',
        topic="component library design system theming accessibility 2025",
        tokens=3000
    )
    
    react_docs = await self.context7_client.get_library_docs(
        context7_library_id='/react/docs',
        topic="hooks server-components performance optimization 2025",
        tokens=2000
    )
    
    # Optimize component selection
    component_selection = self.component_analyzer.optimize_component_selection(
        requirements.ui_components,
        requirements.user_needs,
        shadcn_docs
    )
    
    # Optimize theme configuration
    theme_configuration = self.theme_optimizer.optimize_theme_system(
        requirements.brand_guidelines,
        requirements.accessibility_requirements,
        shadcn_docs
    )
    
    return ShadcnUIArchitecture(
        component_library=component_selection,
        theme_system=theme_configuration,
        accessibility_compliance=self._ensure_accessibility_compliance(
            requirements.accessibility_requirements
        ),
        performance_optimization=self._optimize_component_performance(
            component_selection
        ),
        integration_patterns=self._design_integration_patterns(
            requirements.framework_stack
        ),
        customization_strategy=self._plan_customization_strategy(
            requirements.customization_needs
        )
    )

undefined

// Advanced shadcn/ui component with TypeScript and modern patterns
import * as React from "react";
import { Slot } from "@radix-ui/react-slot";
import { cva, type VariantProps } from "class-variance-authority";
import { cn } from "@/lib/utils";

// Component variants using class-variance-authority
const buttonVariants = cva(
  "inline-flex items-center justify-center whitespace-nowrap rounded-md text-sm font-medium transition-colors focus-visible:outline-none focus-visible:ring-1 focus-visible:ring-ring disabled:pointer-events-none disabled:opacity-50",
  {
    variants: {
      variant: {
        default: "bg-primary text-primary-foreground shadow hover:bg-primary/90",
        destructive: "bg-destructive text-destructive-foreground shadow-sm hover:bg-destructive/90",
        outline: "border border-input bg-background shadow-sm hover:bg-accent hover:text-accent-foreground",
        secondary: "bg-secondary text-secondary-foreground shadow-sm hover:bg-secondary/80",
        ghost: "hover:bg-accent hover:text-accent-foreground",
        link: "text-primary underline-offset-4 hover:underline",
      },
      size: {
        default: "h-9 px-4 py-2",
        sm: "h-8 rounded-md px-3 text-xs",
        lg: "h-10 rounded-md px-8",
        icon: "h-9 w-9",
      },
    },
    defaultVariants: {
      variant: "default",
      size: "default",
    },
  }
);

export interface ButtonProps
  extends React.ButtonHTMLAttributes<HTMLButtonElement>,
    VariantProps<typeof buttonVariants> {
  asChild?: boolean;
  loading?: boolean;
  loadingText?: string;
}

// Enhanced button component with loading state and accessibility
const Button = React.forwardRef<HTMLButtonElement, ButtonProps>(
  ({ className, variant, size, asChild = false, loading, loadingText, children, disabled, ...props }, ref) => {
    const Comp = asChild ? Slot : "button";
    
    return (
      <Comp
        className={cn(buttonVariants({ variant, size, className }))}
        ref={ref}
        disabled={disabled || loading}
        aria-disabled={disabled || loading}
        aria-describedby={loading ? "loading-description" : undefined}
        {...props}
      >
        {loading && (
          <div className="mr-2 h-4 w-4 animate-spin rounded-full border-2 border-current border-t-transparent" />
        )}
        
        {loading && loadingText ? (
          <span id="loading-description" className="sr-only">
            {loadingText}
          </span>
        ) : null}
        
        {loading ? loadingText || children : children}
      </Comp>
    );
  }
);

Button.displayName = "Button";

export { Button, buttonVariants };

// Advanced form component with validation
import { useForm } from "react-hook-form";
import { zodResolver } from "@hookform/resolvers/zod";
import { z } from "zod";

const formSchema = z.object({
  username: z.string().min(2, {
    message: "Username must be at least 2 characters.",
  }),
  email: z.string().email({
    message: "Please enter a valid email address.",
  }),
  password: z.string().min(8, {
    message: "Password must be at least 8 characters.",
  }),
});

type FormValues = z.infer<typeof formSchema>;

export function UserForm() {
  const form = useForm<FormValues>({
    resolver: zodResolver(formSchema),
    defaultValues: {
      username: "",
      email: "",
      password: "",
    },
  });

  const onSubmit = async (data: FormValues) => {
    try {
      // Handle form submission
      console.log("Form data:", data);
    } catch (error) {
      console.error("Submission error:", error);
    }
  };

  return (
    <form onSubmit={form.handleSubmit(onSubmit)} className="space-y-6">
      <div className="space-y-2">
        <Label htmlFor="username">Username</Label>
        <Input
          id="username"
          type="text"
          placeholder="Enter your username"
          {...form.register("username")}
          aria-invalid={form.formState.errors.username ? "true" : "false"}
          aria-describedby={form.formState.errors.username ? "username-error" : undefined}
        />
        {form.formState.errors.username && (
          <p id="username-error" className="text-sm text-destructive">
            {form.formState.errors.username.message}
          </p>
        )}
      </div>

      <div className="space-y-2">
        <Label htmlFor="email">Email</Label>
        <Input
          id="email"
          type="email"
          placeholder="Enter your email"
          {...form.register("email")}
          aria-invalid={form.formState.errors.email ? "true" : "false"}
          aria-describedby={form.formState.errors.email ? "email-error" : undefined}
        />
        {form.formState.errors.email && (
          <p id="email-error" className="text-sm text-destructive">
            {form.formState.errors.email.message}
          </p>
        )}
      </div>

      <div className="space-y-2">
        <Label htmlFor="password">Password</Label>
        <Input
          id="password"
          type="password"
          placeholder="Enter your password"
          {...form.register("password")}
          aria-invalid={form.formState.errors.password ? "true" : "false"}
          aria-describedby={form.formState.errors.password ? "password-error" : undefined}
        />
        {form.formState.errors.password && (
          <p id="password-error" className="text-sm text-destructive">
            {form.formState.errors.password.message}
          </p>
        )}
      </div>

      <Button type="submit" className="w-full" disabled={form.formState.isSubmitting}>
        {form.formState.isSubmitting ? "Creating account..." : "Create account"}
      </Button>
    </form>
  );
}

// Advanced theme system with CSS variables and dark mode
import { createContext, useContext, useEffect, useState } from "react";

type Theme = "dark" | "light" | "system";

interface ThemeProviderProps {
  children: React.ReactNode;
  defaultTheme?: Theme;
  storageKey?: string;
  attribute?: string;
  enableSystem?: boolean;
}

interface ThemeProviderState {
  theme: Theme;
  setTheme: (theme: Theme) => void;
}

const ThemeProviderContext = createContext<ThemeProviderState | undefined>(undefined);

export function ThemeProvider({
  children,
  defaultTheme = "system",
  storageKey = "ui-theme",
  attribute = "class",
  enableSystem = true,
  ...props
}: ThemeProviderProps) {
  const [theme, setTheme] = useState<Theme>(() => {
    if (typeof window !== "undefined") {
      return (localStorage.getItem(storageKey) as Theme) || defaultTheme;
    }
    return defaultTheme;
  });

  useEffect(() => {
    const root = window.document.documentElement;

    root.classList.remove("light", "dark");

    if (theme === "system" && enableSystem) {
      const systemTheme = window.matchMedia("(prefers-color-scheme: dark)")
        .matches
        ? "dark"
        : "light";

      root.classList.add(systemTheme);
      return;
    }

    root.classList.add(theme);
  }, [theme, enableSystem, attribute]);

  const value = {
    theme,
    setTheme: (theme: Theme) => {
      localStorage.setItem(storageKey, theme);
      setTheme(theme);
    },
  };

  return (
    <ThemeProviderContext.Provider {...props} value={value}>
      {children}
    </ThemeProviderContext.Provider>
  );
}

export const useTheme = () => {
  const context = useContext(ThemeProviderContext);

  if (context === undefined)
    throw new Error("useTheme must be used within a ThemeProvider");

  return context;
};

// Theme configuration with design tokens
export const theme = {
  light: {
    background: "hsl(0 0% 100%)",
    foreground: "hsl(240 10% 3.9%)",
    card: "hsl(0 0% 100%)",
    cardForeground: "hsl(240 10% 3.9%)",
    popover: "hsl(0 0% 100%)",
    popoverForeground: "hsl(240 10% 3.9%)",
    primary: "hsl(240 9% 10%)",
    primaryForeground: "hsl(0 0% 98%)",
    secondary: "hsl(240 4.8% 95.9%)",
    secondaryForeground: "hsl(240 3.8% 46.1%)",
    muted: "hsl(240 4.8% 95.9%)",
    mutedForeground: "hsl(240 3.8% 46.1%)",
    accent: "hsl(240 4.8% 95.9%)",
    accentForeground: "hsl(240 5.9% 10%)",
    destructive: "hsl(0 72.22% 50.59%)",
    destructiveForeground: "hsl(0 0% 98%)",
    border: "hsl(240 5.9% 90%)",
    input: "hsl(240 5.9% 90%)",
    ring: "hsl(240 5.9% 10%)",
  },
  dark: {
    background: "hsl(240 10% 3.9%)",
    foreground: "hsl(0 0% 98%)",
    card: "hsl(240 10% 3.9%)",
    cardForeground: "hsl(0 0% 98%)",
    popover: "hsl(240 10% 3.9%)",
    popoverForeground: "hsl(0 0% 98%)",
    primary: "hsl(0 0% 98%)",
    primaryForeground: "hsl(240 9% 10%)",
    secondary: "hsl(240 3.7% 15.9%)",
    secondaryForeground: "hsl(0 0% 98%)",
    muted: "hsl(240 3.7% 15.9%)",
    mutedForeground: "hsl(240 5% 64.9%)",
    accent: "hsl(240 3.7% 15.9%)",
    accentForeground: "hsl(0 0% 98%)",
    destructive: "hsl(0 62.8% 30.6%)",
    destructiveForeground: "hsl(0 0% 98%)",
    border: "hsl(240 3.7% 15.9%)",
    input: "hsl(240 3.7% 15.9%)",
    ring: "hsl(240 4.9% 83.9%)",
  },
};

// Apply theme CSS variables
export function applyThemeCSS() {
  const root = document.documentElement;
  
  Object.entries(theme.light).forEach(([key, value]) => {
    root.style.setProperty(`--${key}`, value);
  });
}

// Complex data table with shadcn/ui components
import {
  Table,
  TableBody,
  TableCell,
  TableHead,
  TableHeader,
  TableRow,
} from "@/components/ui/table";
import {
  ColumnDef,
  flexRender,
  getCoreRowModel,
  getPaginationRowModel,
  useReactTable,
} from "@tanstack/react-table";

interface DataTableProps<TData, TValue> {
  columns: ColumnDef<TData, TValue>[];
  data: TData[];
  searchKey?: string;
  filterableColumns?: string[];
}

export function DataTable<TData, TValue>({
  columns,
  data,
  searchKey,
  filterableColumns = [],
}: DataTableProps<TData, TValue>) {
  const [globalFilter, setGlobalFilter] = useState("");
  const [columnFilters, setColumnFilters] = useState<ColumnFiltersState>([]);

  const table = useReactTable({
    data,
    columns,
    getCoreRowModel: getCoreRowModel(),
    getPaginationRowModel: getPaginationRowModel(),
    onGlobalFilterChange: setGlobalFilter,
    onColumnFiltersChange: setColumnFilters,
    state: {
      globalFilter,
      columnFilters,
    },
  });

  return (
    <div className="space-y-4">
      {/* Search and Filters */}
      <div className="flex items-center gap-4">
        <Input
          placeholder={`Filter ${searchKey}...`}
          value={(globalFilter ?? "") as string}
          onChange={(event) => setGlobalFilter(String(event.target.value))}
          className="max-w-sm"
        />
        
        {/* Column Filters */}
        {filterableColumns.map((column) => (
          <DataTableColumnFilter
            key={column}
            column={table.getColumn(column)}
            title={column}
          />
        ))}
      </div>

      {/* Data Table */}
      <div className="rounded-md border">
        <Table>
          <TableHeader>
            {table.getHeaderGroups().map((headerGroup) => (
              <TableRow key={headerGroup.id}>
                {headerGroup.headers.map((header) => (
                  <TableHead key={header.id}>
                    {header.isPlaceholder
                      ? null
                      : flexRender(
                          header.column.columnDef.header,
                          header.getContext()
                        )}
                  </TableHead>
                ))}
              </TableRow>
            ))}
          </TableHeader>
          <TableBody>
            {table.getRowModel().rows?.length ? (
              table.getRowModel().rows.map((row) => (
                <TableRow
                  key={row.id}
                  data-state={row.getIsSelected() && "selected"}
                >
                  {row.getVisibleCells().map((cell) => (
                    <TableCell key={cell.id}>
                      {flexRender(
                        cell.column.columnDef.cell,
                        cell.getContext()
                      )}
                    </TableCell>
                  ))}
                </TableRow>
              ))
            ) : (
              <TableRow>
                <TableCell
                  colSpan={columns.length}
                  className="h-24 text-center"
                >
                  No results.
                </TableCell>
              </TableRow>
            )}
          </TableBody>
        </Table>
      </div>

      {/* Pagination */}
      <div className="flex items-center justify-end space-x-2 py-4">
        <Button
          variant="outline"
          size="sm"
          onClick={() => table.previousPage()}
          disabled={!table.getCanPreviousPage()}
        >
          Previous
        </Button>
        <Button
          variant="outline"
          size="sm"
          onClick={() => table.nextPage()}
          disabled={!table.getCanNextPage()}
        >
          Next
        </Button>
      </div>
    </div>
  );
}

// Advanced form with multi-step validation
import { useState } from "react";
import { useForm, FormProvider } from "react-hook-form";
import { zodResolver } from "@hookform/resolvers/zod";
import { z } from "zod";
import { Button } from "@/components/ui/button";
import { Progress } from "@/components/ui/progress";
import { Tabs, TabsContent, TabsList, TabsTrigger } from "@/components/ui/tabs";

const multiStepSchema = z.object({
  // Step 1: Personal Information
  personalInfo: z.object({
    firstName: z.string().min(2),
    lastName: z.string().min(2),
    email: z.string().email(),
    phone: z.string().optional(),
  }),
  
  // Step 2: Address
  address: z.object({
    street: z.string().min(5),
    city: z.string().min(2),
    state: z.string().min(2),
    zipCode: z.string().regex(/^\d{5}(-\d{4})?$/),
    country: z.string().min(2),
  }),
  
  // Step 3: Preferences
  preferences: z.object({
    newsletter: z.boolean(),
    notifications: z.boolean(),
    theme: z.enum(["light", "dark", "system"]),
  }),
});

type MultiStepFormValues = z.infer<typeof multiStepSchema>;

export function MultiStepForm() {
  const [currentStep, setCurrentStep] = useState(0);
  const [isSubmitting, setIsSubmitting] = useState(false);
  
  const methods = useForm<MultiStepFormValues>({
    resolver: zodResolver(multiStepSchema),
    defaultValues: {
      personalInfo: {
        firstName: "",
        lastName: "",
        email: "",
        phone: "",
      },
      address: {
        street: "",
        city: "",
        state: "",
        zipCode: "",
        country: "",
      },
      preferences: {
        newsletter: false,
        notifications: true,
        theme: "system",
      },
    },
  });

  const steps = [
    { title: "Personal Info", component: PersonalInfoStep },
    { title: "Address", component: AddressStep },
    { title: "Preferences", component: PreferencesStep },
  ];

  const handleNext = async () => {
    const currentStepName = ["personalInfo", "address", "preferences"][currentStep];
    const isValid = await methods.trigger(currentStepName as any);
    
    if (isValid && currentStep < steps.length - 1) {
      setCurrentStep(currentStep + 1);
    }
  };

  const handlePrevious = () => {
    if (currentStep > 0) {
      setCurrentStep(currentStep - 1);
    }
  };

  const onSubmit = async (data: MultiStepFormValues) => {
    setIsSubmitting(true);
    try {
      // Handle form submission
      console.log("Form submitted:", data);
      await new Promise(resolve => setTimeout(resolve, 2000)); // Simulate API call
    } catch (error) {
      console.error("Submission error:", error);
    } finally {
      setIsSubmitting(false);
    }
  };

  const progress = ((currentStep + 1) / steps.length) * 100;
  const CurrentStepComponent = steps[currentStep].component;

  return (
    <div className="w-full max-w-2xl mx-auto p-6">
      <div className="mb-8">
        <h1 className="text-2xl font-bold mb-4">Multi-Step Form</h1>
        <Progress value={progress} className="mb-2" />
        <p className="text-sm text-muted-foreground">
          Step {currentStep + 1} of {steps.length}: {steps[currentStep].title}
        </p>
      </div>

      <FormProvider {...methods}>
        <form onSubmit={methods.handleSubmit(onSubmit)}>
          <div className="mb-8">
            <CurrentStepComponent />
          </div>

          <div className="flex justify-between">
            <Button
              type="button"
              variant="outline"
              onClick={handlePrevious}
              disabled={currentStep === 0}
            >
              Previous
            </Button>

            {currentStep === steps.length - 1 ? (
              <Button type="submit" disabled={isSubmitting}>
                {isSubmitting ? "Submitting..." : "Submit"}
              </Button>
            ) : (
              <Button type="button" onClick={handleNext}>
                Next
              </Button>
            )}
          </div>
        </form>
      </FormProvider>
    </div>
  );
}