Client State Management Patterns

Quick Guide: Local UI state? useState. Shared UI (2+ components)? Zustand. Server data? Use your data fetching solution. URL-appropriate filters? searchParams. NEVER use Context for state management. Zustand v5: use

useShallow

from

zustand/react/shallow

(not the old equality-fn second arg), selectors must return stable references, and

persist

no longer stores initial state during creation.

Detailed Resources:

• examples/core.md - Store setup, selectors, useShallow, Context anti-patterns, URL state

<critical_requirements>

CRITICAL: Before Managing Client State

(You MUST use a data fetching solution for ALL server/API data - NEVER useState, Zustand, or Context)

(You MUST use Zustand for ALL shared UI state (2+ components) - NOT Context or prop drilling)

(You MUST use useState ONLY for truly component-local state - NOT for anything shared)

(You MUST use atomic selectors or

useShallow

zustand/react/shallow

(You MUST ensure selectors return stable references - inline object/function creation causes infinite loops in v5)

</critical_requirements>

Auto-detection: Zustand, zustand, create from zustand, useShallow, zustand/middleware, zustand store, client state, shared UI state, Context misuse, prop drilling, global state

When to use:

• Deciding between Zustand or useState for a use case
• Setting up Zustand for shared UI state (modals, sidebars, preferences)
• Understanding when NOT to use Context for state management
• Structuring stores: slices, actions, selectors

Key patterns covered:

• Client state = useState (local) or Zustand (shared, 2+ components)
• Context for dependency injection only (NEVER for state management)
• Store setup with devtools and persist middleware
• Selector patterns: atomic selectors vs useShallow
• URL params for shareable/bookmarkable state (filters, search)

When NOT to use:

• Server/API data (use a dedicated data fetching solution)
• State that should be shareable via URL (use searchParams)
• Any Context-based state management approach

Philosophy

Zustand is a minimal, hook-based state manager. The key principle: use the right tool for the right job. Server data belongs in a dedicated data fetching layer with caching and synchronization. Local UI state stays in useState. Shared UI state lives in Zustand for performance. URL state makes filters shareable. Context is ONLY for dependency injection, never state management.

Store design principles (from TkDodo and official docs):

• Keep stores small - multiple focused stores beat one monolithic store
• Business logic in the store - components call actions, stores decide what happens
• Only export custom hooks - never expose the raw store creator
• Atomic selectors preferred - return single values, not objects, for best performance

Core Patterns

Pattern 1: State Placement Decision

The most critical decision: where does this state belong?

Is it server data (from API)?
├─ YES → Data fetching solution (not this skill's scope)
└─ NO → Is it URL-appropriate (filters, search)?
    ├─ YES → URL params (searchParams)
    └─ NO → Is it needed in 2+ components?
        ├─ YES → Zustand
        └─ NO → Is it truly component-local?
            ├─ YES → useState
            └─ NO → Is it a singleton/dependency?
                └─ YES → Context (ONLY for DI, not state)

For full examples, see examples/core.md.

Pattern 2: Local State with useState

Use ONLY when state is truly component-local and never shared.

• State used ONLY in one component (isExpanded, isOpen)
• Temporary UI state that never needs to be shared
• As soon as a second component needs it, move to Zustand

For good/bad comparisons, see examples/core.md.

Pattern 3: Zustand Store Setup

Use as soon as state is needed in 2+ components across the tree.

// stores/ui-store.ts
import { create } from "zustand";
import { devtools, persist } from "zustand/middleware";

const UI_STORAGE_KEY = "ui-storage";

interface UIState {
  sidebarOpen: boolean;
  theme: "light" | "dark";
  toggleSidebar: () => void;
  setTheme: (theme: "light" | "dark") => void;
}

export const useUIStore = create<UIState>()(
  devtools(
    persist(
      (set) => ({
        sidebarOpen: true,
        theme: "light",
        toggleSidebar: () => set((s) => ({ sidebarOpen: !s.sidebarOpen })),
        setTheme: (theme) => set({ theme }),
      }),
      { name: UI_STORAGE_KEY, partialize: (s) => ({ theme: s.theme }) },
    ),
  ),
);

Key points: devtools for debugging, persist only what survives sessions (preferences, not transient UI),

partialize

For selectors, useShallow, and v5 stability patterns, see examples/core.md.

Pattern 4: Context API - Dependency Injection ONLY

Context is NOT a state management solution. It's for dependency injection and singletons ONLY.

ONLY use Context for:

• Framework providers (router, query client)
• Dependency injection (services, API clients, DB connections)
• Values set once at app initialization that never change

NEVER use Context for:

• ANY state management (use Zustand instead)
• ANY frequently updating values (every consumer re-renders on any change)

For why Context fails for state and acceptable DI usage, see examples/core.md.

Pattern 5: URL State for Shareable Filters

Use URL params (searchParams) for state that should be shareable, bookmarkable, or navigable.

• Filter selections, search queries, pagination, sort order
• Browser back/forward works correctly
• URLs can be shared with specific filter state

For implementation examples, see examples/core.md.

<decision_framework>

Decision Framework

Quick Reference Table

</decision_framework>

<red_flags>

RED FLAGS

High Priority Issues:

• Storing server/API data in client state (useState, Context, Zustand) - causes stale data, no caching, manual sync complexity
• Using Context with useState/useReducer for state management - every consumer re-renders on any change, performance nightmare
• Destructuring the entire store

  const { x, y } = useStore()

  - subscribes to all changes, defeats selective re-rendering
• Using useState for state needed in 2+ components - causes prop drilling, tight coupling, refactoring difficulty

Medium Priority Issues:

• Prop drilling 3+ levels instead of using Zustand
• Filter state in useState instead of URL params (not shareable/bookmarkable)
• Creating unnecessary object references in Zustand selectors (causes re-renders)
• One monolithic store instead of multiple focused stores

Gotchas & Edge Cases:

• Context re-renders ALL consumers when ANY value changes - no way to select specific values
• Zustand selectors that return new objects cause re-renders even if values are identical - use

  useShallow

  from

  zustand/react/shallow

  or atomic selectors
• URL params are always strings - need parsing for numbers/booleans
• Persisting modal/sidebar state across sessions confuses users - only persist preferences
• Zustand v5: Selectors must return stable references - returning new functions/objects inline causes infinite loops
• Zustand v5: The old

  shallow

  second argument to

  create()

  is removed - use

  useShallow

  hook wrapper or

  createWithEqualityFn

  from

  zustand/traditional

• Zustand v5: The persist middleware no longer stores initial state during creation - set computed/random initial values explicitly with

  useStore.setState()

• Zustand v5: Requires React 18+ and TypeScript 4.5+
• Zustand v5:

  use-sync-external-store

  is a peer dependency only when using

  zustand/traditional

</red_flags>

<critical_reminders>

CRITICAL REMINDERS

(You MUST use a data fetching solution for ALL server/API data - NEVER useState, Zustand, or Context)

(You MUST use Zustand for ALL shared UI state (2+ components) - NOT Context or prop drilling)

(You MUST use useState ONLY for truly component-local state - NOT for anything shared)

(You MUST use atomic selectors or

useShallow

zustand/react/shallow

(You MUST ensure selectors return stable references - inline object/function creation causes infinite loops in v5)

Failure to follow these rules will cause stale data issues, performance problems, and infinite render loops.

</critical_reminders>