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name: state-management description: React Query and Zustand patterns for state management. Use when implementing data fetching, caching, mutations, or client-side state. Triggers on tasks involving useQuery, useMutation, Zustand stores, caching, or state management. version: 1.0.0 date: January 2026

State Management with React Query + Zustand

Version 1.0.0 State Management Patterns January 2026

Note: This document provides comprehensive patterns for AI agents and LLMs working with React Query (TanStack Query) and Zustand. Optimized for automated refactoring, code generation, and state management best practices.

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Comprehensive patterns for server state (React Query) and client state (Zustand). Contains 26+ rules for efficient data fetching and state management.

When to Apply

Reference these guidelines when:

• Fetching data from APIs
• Managing server state and caching
• Handling mutations and optimistic updates
• Creating client-side stores
• Combining React Query with Zustand

Rule Categories by Priority

Quick Reference

1. React Query Basics (CRITICAL)

• rq-setup - QueryClient and Provider setup
• rq-usequery - Basic useQuery patterns
• rq-querykeys - Query key organization
• rq-loading-error - Handle loading and error states
• rq-enabled - Conditional queries

2. Zustand Store Patterns (CRITICAL)

• zs-create-store - Create basic store
• zs-typescript - TypeScript store patterns
• zs-selectors - Efficient selectors
• zs-actions - Action patterns
• zs-persist - Persist state to storage

3. Caching & Invalidation (HIGH)

• cache-stale-time - Configure stale time
• cache-gc-time - Configure garbage collection
• cache-invalidation - Invalidate queries
• cache-prefetch - Prefetch data
• cache-initial-data - Set initial data

4. Mutations & Updates (HIGH)

• mut-usemutation - Basic useMutation
• mut-callbacks - onSuccess, onError callbacks
• mut-invalidate - Invalidate after mutation
• mut-update-cache - Direct cache updates

5. Optimistic Updates (MEDIUM)

• opt-basic - Basic optimistic updates
• opt-rollback - Rollback on error
• opt-variables - Use mutation variables

6. DevTools & Debugging (MEDIUM)

• dev-react-query - React Query DevTools
• dev-zustand - Zustand DevTools
• dev-debugging - Debug strategies

7. Advanced Patterns (LOW)

• adv-infinite-queries - Infinite scrolling
• adv-parallel-queries - Parallel requests
• adv-dependent-queries - Dependent queries
• adv-query-zustand - Combine RQ with Zustand

React Query Patterns

Setup

Copy// lib/queryClient.ts
import { QueryClient } from '@tanstack/react-query'

export const queryClient = new QueryClient({
  defaultOptions: {
    queries: {
      staleTime: 1000 * 60 * 5, // 5 minutes
      gcTime: 1000 * 60 * 30,   // 30 minutes (formerly cacheTime)
      retry: 1,
      refetchOnWindowFocus: false,
    },
  },
})

// App.tsx
import { QueryClientProvider } from '@tanstack/react-query'
import { ReactQueryDevtools } from '@tanstack/react-query-devtools'
import { queryClient } from './lib/queryClient'

function App() {
  return (
    <QueryClientProvider client={queryClient}>
      <Router />
      <ReactQueryDevtools initialIsOpen={false} />
    </QueryClientProvider>
  )
}

Query Keys Factory

Copy// lib/queryKeys.ts
export const queryKeys = {
  // All posts
  posts: {
    all: ['posts'] as const,
    lists: () => [...queryKeys.posts.all, 'list'] as const,
    list: (filters: PostFilters) =>
      [...queryKeys.posts.lists(), filters] as const,
    details: () => [...queryKeys.posts.all, 'detail'] as const,
    detail: (id: number) => [...queryKeys.posts.details(), id] as const,
  },

  // All users
  users: {
    all: ['users'] as const,
    detail: (id: number) => [...queryKeys.users.all, id] as const,
    posts: (userId: number) => [...queryKeys.users.all, userId, 'posts'] as const,
  },
}

useQuery Hook

Copy// hooks/usePosts.ts
import { useQuery } from '@tanstack/react-query'
import { queryKeys } from '@/lib/queryKeys'
import { fetchPosts, fetchPost } from '@/api/posts'

export function usePosts(filters?: PostFilters) {
  return useQuery({
    queryKey: queryKeys.posts.list(filters ?? {}),
    queryFn: () => fetchPosts(filters),
  })
}

export function usePost(id: number) {
  return useQuery({
    queryKey: queryKeys.posts.detail(id),
    queryFn: () => fetchPost(id),
    enabled: !!id, // Only run if id exists
  })
}

// Usage in component
function PostList() {
  const { data: posts, isLoading, error } = usePosts()

  if (isLoading) return <Spinner />
  if (error) return <Error message={error.message} />

  return (
    <ul>
      {posts?.map((post) => (
        <li key={post.id}>{post.title}</li>
      ))}
    </ul>
  )
}

useMutation Hook

Copy// hooks/useCreatePost.ts
import { useMutation, useQueryClient } from '@tanstack/react-query'
import { queryKeys } from '@/lib/queryKeys'
import { createPost } from '@/api/posts'

export function useCreatePost() {
  const queryClient = useQueryClient()

  return useMutation({
    mutationFn: createPost,
    onSuccess: (newPost) => {
      // Invalidate and refetch posts list
      queryClient.invalidateQueries({
        queryKey: queryKeys.posts.lists(),
      })
    },
    onError: (error) => {
      console.error('Failed to create post:', error)
    },
  })
}

// Usage
function CreatePostForm() {
  const { mutate, isPending } = useCreatePost()

  const handleSubmit = (data: CreatePostData) => {
    mutate(data)
  }

  return (
    <form onSubmit={handleSubmit}>
      {/* form fields */}
      <button disabled={isPending}>
        {isPending ? 'Creating...' : 'Create'}
      </button>
    </form>
  )
}

Optimistic Updates

Copyexport function useUpdatePost() {
  const queryClient = useQueryClient()

  return useMutation({
    mutationFn: updatePost,
    onMutate: async (updatedPost) => {
      // Cancel outgoing refetches
      await queryClient.cancelQueries({
        queryKey: queryKeys.posts.detail(updatedPost.id),
      })

      // Snapshot previous value
      const previousPost = queryClient.getQueryData(
        queryKeys.posts.detail(updatedPost.id)
      )

      // Optimistically update
      queryClient.setQueryData(
        queryKeys.posts.detail(updatedPost.id),
        updatedPost
      )

      return { previousPost }
    },
    onError: (err, updatedPost, context) => {
      // Rollback on error
      queryClient.setQueryData(
        queryKeys.posts.detail(updatedPost.id),
        context?.previousPost
      )
    },
    onSettled: (data, error, variables) => {
      // Refetch after settle
      queryClient.invalidateQueries({
        queryKey: queryKeys.posts.detail(variables.id),
      })
    },
  })
}

Zustand Patterns

Basic Store

Copy// stores/useCounterStore.ts
import { create } from 'zustand'

interface CounterState {
  count: number
  increment: () => void
  decrement: () => void
  reset: () => void
}

export const useCounterStore = create<CounterState>((set) => ({
  count: 0,
  increment: () => set((state) => ({ count: state.count + 1 })),
  decrement: () => set((state) => ({ count: state.count - 1 })),
  reset: () => set({ count: 0 }),
}))

// Usage
function Counter() {
  const { count, increment, decrement } = useCounterStore()

  return (
    <div>
      <span>{count}</span>
      <button onClick={increment}>+</button>
      <button onClick={decrement}>-</button>
    </div>
  )
}

Store with TypeScript and Middleware

Copy// stores/useAuthStore.ts
import { create } from 'zustand'
import { persist, devtools } from 'zustand/middleware'

interface User {
  id: number
  name: string
  email: string
}

interface AuthState {
  user: User | null
  token: string | null
  isAuthenticated: boolean
  login: (user: User, token: string) => void
  logout: () => void
}

export const useAuthStore = create<AuthState>()(
  devtools(
    persist(
      (set) => ({
        user: null,
        token: null,
        isAuthenticated: false,

        login: (user, token) =>
          set({
            user,
            token,
            isAuthenticated: true,
          }),

        logout: () =>
          set({
            user: null,
            token: null,
            isAuthenticated: false,
          }),
      }),
      {
        name: 'auth-storage',
        partialize: (state) => ({
          user: state.user,
          token: state.token,
          isAuthenticated: state.isAuthenticated,
        }),
      }
    )
  )
)

Selectors for Performance

Copy// Use selectors to prevent unnecessary re-renders
function UserName() {
  // Only re-renders when user.name changes
  const name = useAuthStore((state) => state.user?.name)
  return <span>{name}</span>
}

// Multiple selectors
function UserInfo() {
  const user = useAuthStore((state) => state.user)
  const isAuthenticated = useAuthStore((state) => state.isAuthenticated)

  if (!isAuthenticated) return <LoginButton />
  return <span>{user?.name}</span>
}

Combining React Query + Zustand

Copy// Server state: React Query (what comes from API)
const { data: posts } = usePosts()

// Client state: Zustand (UI state)
const { selectedPostId, selectPost } = useUIStore()

// Use together
const selectedPost = posts?.find((p) => p.id === selectedPostId)

How to Use

Read individual rule files for detailed explanations and code examples:

Copyrules/rq-usequery.md
rules/zs-create-store.md
rules/cache-invalidation.md

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References

React Query (TanStack Query)

1. TanStack Query Documentation
2. React Query Overview
3. Queries Guide
4. Mutations Guide
5. Query Keys Guide
6. Optimistic Updates
7. Infinite Queries
8. Paginated Queries
9. React Query DevTools

Zustand

1. Zustand Demo
2. Zustand GitHub
3. Getting Started
4. TypeScript Guide
5. Persisting Store Data
6. Zustand Recipes

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License

This skill is provided as-is for educational and development purposes. React Query is MIT licensed by TanStack. Zustand is MIT licensed by Poimandres (pmnd.rs).