---

name: zustand-advanced-patterns description: Use when implementing advanced Zustand patterns including transient updates, subscriptions with selectors, store composition, and performance optimization techniques. allowed-tools:

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---

Zustand - Advanced Patterns

Advanced techniques and patterns for building complex applications with Zustand, including transient updates, optimistic updates, and sophisticated state management strategies.

Key Concepts

Transient Updates

Update state without triggering re-renders:

Copyconst useStore = create((set) => ({
  count: 0,
  increment: () =>
    set((state) => ({ count: state.count + 1 }), false, 'increment'),
}))

// Usage: Update without re-rendering
useStore.setState({ count: 10 }, true) // replace: true, skip re-render

Subscriptions with Selectors

Subscribe to specific slices of state:

Copyconst useStore = create<Store>()((set) => ({ /* ... */ }))

// Subscribe only to count changes
const unsubscribe = useStore.subscribe(
  (state) => state.count,
  (count, prevCount) => {
    console.log(`Count changed from ${prevCount} to ${count}`)
  },
  {
    equalityFn: (a, b) => a === b,
    fireImmediately: false,
  }
)

Best Practices

1. Optimistic Updates

Update UI immediately, then sync with server:

Copyinterface TodoStore {
  todos: Todo[]
  addTodo: (text: string) => Promise<void>
  updateTodo: (id: string, text: string) => Promise<void>
  deleteTodo: (id: string) => Promise<void>
}

const useTodoStore = create<TodoStore>()((set, get) => ({
  todos: [],

  addTodo: async (text) => {
    const optimisticTodo = {
      id: `temp-${Date.now()}`,
      text,
      completed: false,
    }

    // Optimistic update
    set((state) => ({
      todos: [...state.todos, optimisticTodo],
    }))

    try {
      const savedTodo = await api.createTodo({ text })

      // Replace optimistic todo with real one
      set((state) => ({
        todos: state.todos.map((todo) =>
          todo.id === optimisticTodo.id ? savedTodo : todo
        ),
      }))
    } catch (error) {
      // Rollback on error
      set((state) => ({
        todos: state.todos.filter((todo) => todo.id !== optimisticTodo.id),
      }))
      throw error
    }
  },

  updateTodo: async (id, text) => {
    const previousTodos = get().todos

    // Optimistic update
    set((state) => ({
      todos: state.todos.map((todo) =>
        todo.id === id ? { ...todo, text } : todo
      ),
    }))

    try {
      await api.updateTodo(id, { text })
    } catch (error) {
      // Rollback on error
      set({ todos: previousTodos })
      throw error
    }
  },

  deleteTodo: async (id) => {
    const previousTodos = get().todos

    // Optimistic update
    set((state) => ({
      todos: state.todos.filter((todo) => todo.id !== id),
    }))

    try {
      await api.deleteTodo(id)
    } catch (error) {
      // Rollback on error
      set({ todos: previousTodos })
      throw error
    }
  },
}))

2. Undo/Redo Pattern

Implement time-travel functionality:

Copyinterface HistoryState<T> {
  past: T[]
  present: T
  future: T[]
}

interface HistoryStore<T> {
  history: HistoryState<T>
  canUndo: boolean
  canRedo: boolean
  set: (newPresent: T) => void
  undo: () => void
  redo: () => void
  reset: (initialState: T) => void
}

function createHistoryStore<T>(initialState: T) {
  return create<HistoryStore<T>>()((set, get) => ({
    history: {
      past: [],
      present: initialState,
      future: [],
    },

    get canUndo() {
      return get().history.past.length > 0
    },

    get canRedo() {
      return get().history.future.length > 0
    },

    set: (newPresent) =>
      set((state) => ({
        history: {
          past: [...state.history.past, state.history.present],
          present: newPresent,
          future: [],
        },
      })),

    undo: () =>
      set((state) => {
        if (state.history.past.length === 0) return state

        const previous = state.history.past[state.history.past.length - 1]
        const newPast = state.history.past.slice(0, -1)

        return {
          history: {
            past: newPast,
            present: previous,
            future: [state.history.present, ...state.history.future],
          },
        }
      }),

    redo: () =>
      set((state) => {
        if (state.history.future.length === 0) return state

        const next = state.history.future[0]
        const newFuture = state.history.future.slice(1)

        return {
          history: {
            past: [...state.history.past, state.history.present],
            present: next,
            future: newFuture,
          },
        }
      }),

    reset: (initialState) =>
      set({
        history: {
          past: [],
          present: initialState,
          future: [],
        },
      }),
  }))
}

// Usage
interface CanvasState {
  shapes: Shape[]
  selectedId: string | null
}

const useCanvasStore = createHistoryStore<CanvasState>({
  shapes: [],
  selectedId: null,
})

function Canvas() {
  const { present } = useCanvasStore((state) => state.history)
  const { canUndo, canRedo, undo, redo } = useCanvasStore()

  return (
    <div>
      <button onClick={undo} disabled={!canUndo}>
        Undo
      </button>
      <button onClick={redo} disabled={!canRedo}>
        Redo
      </button>
      {/* Render canvas */}
    </div>
  )
}

3. Store Composition

Compose multiple stores together:

Copyimport { create, StoreApi } from 'zustand'

// Create bound stores that can access each other
function createBoundStore() {
  const useAuthStore = create<AuthStore>()((set, get) => ({
    user: null,
    login: async (credentials) => {
      const user = await api.login(credentials)
      set({ user })

      // Access cart store after login
      const cartStore = stores.cart.getState()
      await cartStore.syncCart()
    },
    logout: () => {
      set({ user: null })
      // Clear cart on logout
      stores.cart.getState().clearCart()
    },
  }))

  const useCartStore = create<CartStore>()((set, get) => ({
    items: [],
    addItem: (item) =>
      set((state) => ({ items: [...state.items, item] })),
    clearCart: () => set({ items: [] }),
    syncCart: async () => {
      const user = stores.auth.getState().user
      if (!user) return

      const items = await api.fetchCart(user.id)
      set({ items })
    },
  }))

  return {
    auth: useAuthStore,
    cart: useCartStore,
  }
}

const stores = createBoundStore()

export const useAuthStore = stores.auth
export const useCartStore = stores.cart

4. React Context Integration

Use Zustand with React Context for scoped stores:

Copyimport { createContext, useContext, useRef } from 'react'
import { createStore, useStore } from 'zustand'

interface TodoStore {
  todos: Todo[]
  addTodo: (text: string) => void
  toggleTodo: (id: string) => void
}

type TodoStoreApi = ReturnType<typeof createTodoStore>

const createTodoStore = (initialTodos: Todo[] = []) => {
  return createStore<TodoStore>()((set) => ({
    todos: initialTodos,
    addTodo: (text) =>
      set((state) => ({
        todos: [
          ...state.todos,
          { id: Date.now().toString(), text, completed: false },
        ],
      })),
    toggleTodo: (id) =>
      set((state) => ({
        todos: state.todos.map((todo) =>
          todo.id === id ? { ...todo, completed: !todo.completed } : todo
        ),
      })),
  }))
}

const TodoStoreContext = createContext<TodoStoreApi | null>(null)

export function TodoStoreProvider({
  children,
  initialTodos,
}: {
  children: React.ReactNode
  initialTodos?: Todo[]
}) {
  const storeRef = useRef<TodoStoreApi>()

  if (!storeRef.current) {
    storeRef.current = createTodoStore(initialTodos)
  }

  return (
    <TodoStoreContext.Provider value={storeRef.current}>
      {children}
    </TodoStoreContext.Provider>
  )
}

export function useTodoStore<T>(selector: (state: TodoStore) => T): T {
  const store = useContext(TodoStoreContext)

  if (!store) {
    throw new Error('useTodoStore must be used within TodoStoreProvider')
  }

  return useStore(store, selector)
}

// Usage
function App() {
  return (
    <TodoStoreProvider initialTodos={[]}>
      <TodoList />
    </TodoStoreProvider>
  )
}

function TodoList() {
  const todos = useTodoStore((state) => state.todos)
  const addTodo = useTodoStore((state) => state.addTodo)

  return (
    <div>
      {todos.map((todo) => (
        <div key={todo.id}>{todo.text}</div>
      ))}
      <button onClick={() => addTodo('New todo')}>Add</button>
    </div>
  )
}

5. Derived State with Selectors

Create memoized derived state:

Copyimport { create } from 'zustand'
import { shallow } from 'zustand/shallow'

interface Store {
  items: Item[]
  filter: 'all' | 'active' | 'completed'
  sortBy: 'name' | 'date'
}

const useStore = create<Store>()((set) => ({ /* ... */ }))

// Memoized selector
const selectFilteredAndSortedItems = (state: Store) => {
  let items = state.items

  // Filter
  if (state.filter === 'active') {
    items = items.filter((item) => !item.completed)
  } else if (state.filter === 'completed') {
    items = items.filter((item) => item.completed)
  }

  // Sort
  if (state.sortBy === 'name') {
    items = [...items].sort((a, b) => a.name.localeCompare(b.name))
  } else {
    items = [...items].sort((a, b) => b.date.getTime() - a.date.getTime())
  }

  return items
}

// Usage
function ItemList() {
  const items = useStore(selectFilteredAndSortedItems)
  return <div>{items.map((item) => <Item key={item.id} item={item} />)}</div>
}

Examples

WebSocket Integration

Copyinterface ChatStore {
  messages: Message[]
  isConnected: boolean
  connect: () => void
  disconnect: () => void
  sendMessage: (text: string) => void
}

const useChatStore = create<ChatStore>()((set, get) => {
  let ws: WebSocket | null = null

  return {
    messages: [],
    isConnected: false,

    connect: () => {
      ws = new WebSocket('wss://chat.example.com')

      ws.onopen = () => {
        set({ isConnected: true })
      }

      ws.onmessage = (event) => {
        const message = JSON.parse(event.data)
        set((state) => ({
          messages: [...state.messages, message],
        }))
      }

      ws.onclose = () => {
        set({ isConnected: false })
      }

      ws.onerror = (error) => {
        console.error('WebSocket error:', error)
        set({ isConnected: false })
      }
    },

    disconnect: () => {
      ws?.close()
      ws = null
      set({ isConnected: false })
    },

    sendMessage: (text) => {
      if (!ws || ws.readyState !== WebSocket.OPEN) return

      const message = {
        id: Date.now().toString(),
        text,
        timestamp: new Date(),
        userId: 'current-user',
      }

      ws.send(JSON.stringify(message))

      // Optimistically add to messages
      set((state) => ({
        messages: [...state.messages, message],
      }))
    },
  }
})

Pagination Pattern

Copyinterface PaginatedStore<T> {
  items: T[]
  page: number
  pageSize: number
  total: number
  isLoading: boolean
  hasMore: boolean

  fetchPage: (page: number) => Promise<void>
  nextPage: () => Promise<void>
  prevPage: () => Promise<void>
  reset: () => void
}

function createPaginatedStore<T>(
  fetcher: (page: number, pageSize: number) => Promise<{ items: T[]; total: number }>,
  pageSize: number = 20
) {
  return create<PaginatedStore<T>>()((set, get) => ({
    items: [],
    page: 1,
    pageSize,
    total: 0,
    isLoading: false,

    get hasMore() {
      const { page, pageSize, total } = get()
      return page * pageSize < total
    },

    fetchPage: async (page) => {
      set({ isLoading: true })

      try {
        const { items, total } = await fetcher(page, get().pageSize)
        set({ items, page, total, isLoading: false })
      } catch (error) {
        set({ isLoading: false })
        throw error
      }
    },

    nextPage: async () => {
      const { page, hasMore } = get()
      if (!hasMore) return

      await get().fetchPage(page + 1)
    },

    prevPage: async () => {
      const { page } = get()
      if (page <= 1) return

      await get().fetchPage(page - 1)
    },

    reset: () =>
      set({
        items: [],
        page: 1,
        total: 0,
        isLoading: false,
      }),
  }))
}

// Usage
const useProductStore = createPaginatedStore<Product>(
  async (page, pageSize) => {
    const response = await fetch(
      `/api/products?page=${page}&pageSize=${pageSize}`
    )
    return response.json()
  }
)

Computed Properties with Getters

Copyinterface Store {
  items: Item[]
  filter: string
  sortBy: string

  // Computed
  filteredItems: Item[]
  sortedItems: Item[]
  stats: {
    total: number
    completed: number
    active: number
  }
}

const useStore = create<Store>()((set, get) => ({
  items: [],
  filter: 'all',
  sortBy: 'date',

  get filteredItems() {
    const { items, filter } = get()
    if (filter === 'all') return items
    if (filter === 'completed') return items.filter((i) => i.completed)
    return items.filter((i) => !i.completed)
  },

  get sortedItems() {
    const { filteredItems, sortBy } = get()
    const items = [...filteredItems]

    if (sortBy === 'name') {
      return items.sort((a, b) => a.name.localeCompare(b.name))
    }

    return items.sort((a, b) => b.date.getTime() - a.date.getTime())
  },

  get stats() {
    const { items } = get()
    return {
      total: items.length,
      completed: items.filter((i) => i.completed).length,
      active: items.filter((i) => !i.completed).length,
    }
  },
}))

Common Patterns

Batched Updates

Update multiple stores atomically:

Copyfunction batchUpdates(updates: Array<() => void>) {
  updates.forEach((update) => update())
}

// Usage
batchUpdates([
  () => useAuthStore.setState({ user: newUser }),
  () => useCartStore.setState({ items: [] }),
  () => useNotificationStore.setState({ unread: 0 }),
])

Error Boundary Integration

Copyinterface ErrorStore {
  errors: Error[]
  addError: (error: Error) => void
  clearErrors: () => void
}

const useErrorStore = create<ErrorStore>()((set) => ({
  errors: [],
  addError: (error) =>
    set((state) => ({ errors: [...state.errors, error] })),
  clearErrors: () => set({ errors: [] }),
}))

// Error boundary
function ErrorBoundary({ children }: { children: React.ReactNode }) {
  const errors = useErrorStore((state) => state.errors)

  if (errors.length > 0) {
    return <div>Error: {errors[0].message}</div>
  }

  return <>{children}</>
}

Anti-Patterns

❌ Don't Store Derived State

Copy// Bad: Storing derived state
const useStore = create((set) => ({
  items: [],
  itemCount: 0, // ❌ Redundant
  addItem: (item) =>
    set((state) => ({
      items: [...state.items, item],
      itemCount: state.items.length + 1, // ❌ Manual sync
    })),
}))

// Good: Use getters for derived state
const useStore = create((set, get) => ({
  items: [],
  get itemCount() {
    return get().items.length
  },
  addItem: (item) =>
    set((state) => ({ items: [...state.items, item] })),
}))

❌ Don't Create Circular Dependencies

Copy// Bad: Circular dependencies
const useStoreA = create((set) => ({
  value: 0,
  update: () => {
    useStoreB.getState().sync() // ❌ Circular
  },
}))

const useStoreB = create((set) => ({
  value: 0,
  sync: () => {
    useStoreA.getState().update() // ❌ Circular
  },
}))

❌ Don't Overuse Subscriptions

Copy// Bad: Subscribing in every component
function Component() {
  useEffect(() => {
    const unsubscribe = useStore.subscribe((state) => {
      console.log(state) // ❌ Memory leak if not cleaned up
    })
    // Missing return unsubscribe
  }, [])
}

// Good: Use selectors instead
function Component() {
  const value = useStore((state) => state.value)
  return <div>{value}</div>
}

Related Skills

• zustand-store-patterns: Basic store creation and usage
• zustand-typescript: TypeScript integration
• zustand-middleware: Using middleware for enhanced functionality