TanStack Query Best Practices

SkillMedia

Current TanStack Query v5 guidance for queries, mutations, caching, prefetching, Suspense, and render optimization. Use with useQuery, useMutation, queryClient, queryOptions, skipToken, mutation scopes, or cache invalidation. API mocking is covered by the msw skill.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the TanStack Query Best Practices skill

What this skill tells your AI

The instructions your AI receives, as published by pymodel/react-frontend-skills in skills/tanstack-query/SKILL.md and read by ahel’s review.

Comprehensive performance optimization guide for TanStack Query v5 applications. Contains 40 rules across 8 categories, prioritized by impact to guide automated refactoring and code generation.

When to Apply

Reference these guidelines when:

  • Writing new queries, mutations, or data fetching logic
  • Implementing caching strategies (staleTime, gcTime)
  • Reviewing code for performance issues or request waterfalls
  • Refactoring existing TanStack Query code
  • Implementing infinite queries, Suspense, or optimistic updates

Rule Categories by Priority

PriorityCategoryImpactPrefix
1Query Key StructureCRITICALtquery-
2Caching ConfigurationCRITICALcache-
3Mutation PatternsHIGHmutation-
4Prefetching & WaterfallsHIGHprefetch-
5Infinite QueriesMEDIUMinfinite-
6Suspense IntegrationMEDIUMsuspense-
7Error & Retry HandlingMEDIUMerror-
8Render OptimizationLOW-MEDIUMrender-

Quick Reference

1. Query Key Structure (CRITICAL)

  • tquery-key-factories - Use centralized query key factories
  • tquery-hierarchical-keys - Structure keys from generic to specific
  • tquery-always-arrays - Always use array query keys
  • tquery-serializable-objects - Use serializable objects in keys
  • tquery-options-pattern - Use queryOptions for type-safe sharing
  • tquery-colocate-keys - Colocate query keys with features

2. Caching Configuration (CRITICAL)

  • cache-staletime-gctime - Understand staleTime vs gcTime
  • cache-global-defaults - Configure global defaults appropriately
  • cache-placeholder-vs-initial - Use placeholderData vs initialData correctly
  • cache-invalidation-precision - Invalidate with precision
  • cache-refetch-triggers - Control automatic refetch triggers
  • cache-enabled-option - Use enabled or skipToken for conditional queries

3. Mutation Patterns (HIGH)

  • mutation-optimistic-updates - Implement optimistic updates with rollback
  • mutation-invalidate-onsettled - Choose invalidation callbacks by mutation contract
  • mutation-cancel-queries - Cancel queries before optimistic updates
  • mutation-setquerydata - Use setQueryData for immediate cache updates
  • mutation-avoid-parallel - Avoid parallel mutations on same data

4. Prefetching & Waterfalls (HIGH)

  • prefetch-avoid-waterfalls - Avoid request waterfalls
  • prefetch-on-hover - Prefetch on hover for perceived speed
  • prefetch-in-queryfn - Start follow-up prefetches when keys become known
  • prefetch-server-components - Prefetch in Server Components
  • prefetch-flatten-api - Flatten API to reduce waterfalls

5. Infinite Queries (MEDIUM)

  • infinite-max-pages - Limit infinite query pages with maxPages
  • infinite-flatten-pages - Flatten pages for rendering
  • infinite-refetch-behavior - Understand infinite query refetch behavior
  • infinite-loading-states - Handle infinite query loading states correctly

6. Suspense Integration (MEDIUM)

  • suspense-use-suspense-hooks - Use Suspense hooks for simpler loading states
  • suspense-error-boundaries - Always pair Suspense with Error Boundaries
  • suspense-parallel-queries - Combine Suspense queries with useSuspenseQueries
  • suspense-boundaries-placement - Place Suspense boundaries strategically

7. Error & Retry Handling (MEDIUM)

  • error-retry-config - Configure retry with exponential backoff
  • error-conditional-retry - Use conditional retry based on error type
  • error-global-handler - Use global error handler for common errors
  • error-display-patterns - Display errors appropriately
  • error-throw-on-error - Use throwOnError with Error Boundaries

8. Render Optimization (LOW-MEDIUM)

  • render-select-memoize - Memoize select functions
  • render-select-derived - Use select to derive data and reduce re-renders
  • render-notify-props - Rely on tracked properties before notifyOnChangeProps
  • render-structural-sharing - Understand structural sharing
  • render-tracked-props - Preserve tracked-property optimization

How to Use

Read individual reference files for detailed explanations and code examples:

  • Reference files: references/{prefix}-{slug}.md

Each reference file contains:

  • Brief explanation of why it matters
  • Incorrect code example with explanation
  • Correct code example with explanation
  • Additional context and references

Related Skills

  • For mocking API responses in tests, see msw skill
  • For React 19 data fetching patterns, see react skill

Full Compiled Document

For the complete guide with all rules expanded: AGENTS.md

Signals

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Sep 2026
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skill
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tanstack-query-pymodel
Source
github.com/pymodel/react-frontend-skills