State Selection Patterns

Select and derive state efficiently to minimize component re-renders across any state management library

When to Use

• Components re-render too frequently due to subscribing to more state than they need
• Computing derived data (filtered lists, aggregations) from raw state
• Memoizing expensive computations that depend on state
• Building a consistent selector strategy across Zustand, Redux, Jotai, or Context

Instructions

1. Select the minimum: Subscribe only to the exact fields a component needs. Never subscribe to the entire store.
2. Keep selectors pure: A selector is a function from state to derived value. No side effects.
3. Stabilize references: Selectors that return new objects/arrays on every call defeat memoization. Use memoized selectors or shallow comparison.
4. Colocate simple selectors with the store. Complex derived selectors go in a dedicated selectors file.
5. Compose selectors: Build complex selectors by combining simpler ones.
6. Test selectors as pure functions — pass state in, assert output.

// Pattern 1: Zustand — inline selector
const userName = useStore((s) => s.user.name);
// Only re-renders when user.name changes (reference equality)

// Pattern 2: Zustand — multiple fields with useShallow
import { useShallow } from 'zustand/react/shallow';
const { name, email } = useStore(useShallow((s) => ({ name: s.user.name, email: s.user.email })));

// Pattern 3: Redux — createSelector for derived data
import { createSelector } from '@reduxjs/toolkit';

const selectTodos = (state: RootState) => state.todos.items;
const selectFilter = (state: RootState) => state.todos.filter;

const selectVisibleTodos = createSelector(
  [selectTodos, selectFilter],
  (todos, filter) => {
    if (filter === 'all') return todos;
    return todos.filter((t) => (filter === 'completed' ? t.completed : !t.completed));
  }
);

// Pattern 4: Jotai — derived atoms
const visibleTodosAtom = atom((get) => {
  const todos = get(todosAtom);
  const filter = get(filterAtom);
  return filter === 'all' ? todos : todos.filter((t) => t.completed === (filter === 'completed'));
});

// Pattern 5: useMemo for component-level derivations
function FilteredList({ filter }: { filter: string }) {
  const items = useStore((s) => s.items);
  const filtered = useMemo(
    () => items.filter((i) => i.category === filter),
    [items, filter]
  );
  return <List items={filtered} />;
}

Details

Why reference equality matters: React and state libraries use

Object.is

todos.filter(...)

Memoization strategies by library:

createSelector

useShallow

useMemo

Selector composition pattern:

// Base selectors (simple accessors)
const selectUsers = (state: RootState) => state.users.items;
const selectCurrentUserId = (state: RootState) => state.auth.userId;

// Composed selector (derived from base selectors)
const selectCurrentUser = createSelector([selectUsers, selectCurrentUserId], (users, userId) =>
  users.find((u) => u.id === userId)
);

// Further composition
const selectCurrentUserPosts = createSelector([selectCurrentUser, selectPosts], (user, posts) =>
  user ? posts.filter((p) => p.authorId === user.id) : []
);

When NOT to memoize: Primitive values (numbers, strings, booleans) are compared by value.

useStore((s) => s.count)

Performance debugging: Use React DevTools Profiler to identify components that re-render unnecessarily. Check what selector results change between renders. Use

why-did-you-render

Source

https://react.dev/reference/react/useMemo

Process

1. Read the instructions and examples in this document.
2. Apply the patterns to your implementation, adapting to your specific context.
3. Verify your implementation against the details and edge cases listed above.

Harness Integration

• Type: knowledge — this skill is a reference document, not a procedural workflow.
• No tools or state — consumed as context by other skills and agents.

Success Criteria

• The patterns described in this document are applied correctly in the implementation.
• Edge cases and anti-patterns listed in this document are avoided.