React Native Best Practices
CallstackOfficialPublished by Callstack
- Skill
- Guidelines
- Software development
- MIT
- No issues found
AutoGineer summary
Written by AutoGineer from the skill’s own files, not by the author
This skill provides a structured approach to optimizing React Native applications. It focuses on critical performance metrics including FPS, Time to Interactive (TTI), bundle size, and memory management. The guide emphasizes a data-driven workflow: Measure, Optimize, Re-measure, and Validate, ensuring that performance improvements are based on actual profiling data rather than assumptions. It covers both JavaScript-level optimizations and native-level configurations, providing actionable strategies for common bottlenecks like list rendering, re-renders, and heavy native modules.
What it does
- Provides a standardized performance measurement and optimization workflow
- Offers specific guidance for improving FPS and reducing UI re-renders
- Details techniques for analyzing and reducing JavaScript bundle sizes
- Outlines strategies for optimizing TTI and native module performance
- Includes best practices for memory leak detection and management
- Provides a mapping of common performance problems to specific diagnostic and fix strategies
When to use it
- When debugging janky UI, frame drops, or slow animations
- When investigating memory leaks in JS or native code
- When optimizing app startup time and TTI
- When attempting to reduce the final application bundle size
- When profiling and tuning native modules or Turbo Modules
- During code reviews to ensure performance-conscious implementation
Advantages
- Promotes a rigorous, evidence-based approach to performance tuning
- Covers the full stack from React components to native bridge and bundle configuration
- Provides clear, priority-ordered guidelines for triage
- Includes specific diagnostic commands for profiling and bundle analysis
- Helps avoid common pitfalls like premature optimization or incorrect dependency usage
Usage examples
- “My React Native app is dropping frames during list scrolling. How should I investigate?”
- The agent will guide you to use the FPS and re-render profiling workflow, suggesting the use of react-devtools to identify slow components and recommending the replacement of ScrollView with optimized alternatives like FlashList.
- “How can I reduce the size of my React Native iOS bundle?”
- The agent will provide steps to analyze the bundle using source-map-explorer, identify heavy dependencies, and apply optimizations such as avoiding barrel imports and enabling native code shrinking.
Install
1 of its files are not mirrored here, so install it from its source:
https://github.com/callstackincubator/agent-skills/tree/59e9d17446a248b21d86f078fcd0bd2d36db1ca4/skills/react-native-best-practices
Documentation by Callstack
React Native Best Practices
Overview
Performance optimization guide for React Native applications, covering JavaScript/React, Native (iOS/Android), and bundling optimizations. Based on Callstack's "Ultimate Guide to React Native Optimization".
When to Apply
Reference these guidelines when:
Debugging slow/janky UI or animations
Investigating memory leaks (JS or native)
Optimizing app startup time (TTI)
Reducing bundle or app size
Writing native modules (Turbo Modules)
Profiling React Native performance
Reviewing React Native code for performance
Security Notes
Treat shell commands in these references as local developer operations. Review them before running, prefer version-pinned tooling, and avoid piping remote scripts directly to a shell.
Treat third-party libraries and plugins as dependencies that still require normal supply-chain controls: pin versions, verify provenance, and update through your standard review process.
Treat remote chunk loading as first-party artifact delivery only. Prefer app-bundled chunks or signed CI release manifests; hosted chunks must come from trusted HTTPS origins you control and be pinned to the current app release.
Priority-Ordered Guidelines
| Priority | Category | Impact | Prefix |
|---|---|---|---|
| 1 | FPS & Re-renders | CRITICAL | js-* |
| 2 | Bundle Size | CRITICAL | bundle-* |
| 3 | TTI Optimization | HIGH | native-*, bundle-* |
| 4 | Native Performance | HIGH | native-* |
| 5 | Memory Management | MEDIUM-HIGH | js-*, native-* |
| 6 | Animations | MEDIUM | js-* |
Impact labels are triage hints: CRITICAL first, HIGH next, MEDIUM when evidence points there.
Quick Reference
Optimization Workflow
Follow this cycle for any performance issue: Measure → Optimize → Re-measure → Validate
Measure: Capture baseline metrics before changes. For runtime issues, prefer commit timeline, re-render counts, slow components, heaviest-commit breakdown, and startup/TTI when available. Component tree depth or count are optional context, not substitutes. Do not recommend memoization, atomic state, or compiler changes without a measured render or FPS problem.
Optimize: Apply the targeted fix from the relevant reference
Re-measure: Run the same measurement to get updated metrics
Validate: Confirm improvement (e.g., FPS 45→60, TTI 3.2s→1.8s, bundle 2.1MB→1.6MB)
If metrics did not improve, revert and try the next suggested fix.
Review Guardrails
Check library versions before suggesting API-specific fixes. Example: FlashList v2 deprecates
estimatedItemSize, so do not flag it as missing there.Do not suggest
useMemooruseCallbackdependency changes unless behavior is demonstrably incorrect or profiling shows wasted work tied to that value.Do not report stale closures speculatively. Show the stale read path, a repro, or profiler evidence before calling it out.
When profiling a flow, measure the target interaction itself. Do not treat component tree depth or component count as the main performance evidence.
Critical: FPS & Re-renders
Profile first:
agent-device react-devtools status
agent-device react-devtools wait --connected
agent-device react-devtools profile start
agent-device react-devtools profile stop
agent-device react-devtools profile slow --limit 5
agent-device react-devtools profile rerenders --limit 5
agent-device react-devtools profile timeline --limit 20Drive the target interaction with normal agent-device commands between profile start and profile stop.
Manual fallback when agent-device is unavailable: open React Native DevTools from Metro (j) or the Dev Menu, use the Profiler tab, and record the same interaction.
For release-build React component profiling, connect @callstack/inspector first so React DevTools can attach to the release app, then run the agent-device react-devtools flow above.
Common fixes:
Replace ScrollView with FlatList/FlashList/Legend List for long lists
After profiling shows cascading re-renders, use React Compiler for automatic memoization
After profiling shows broad store/context updates, use atomic state (Jotai/Zustand) to reduce re-renders
Use
useDeferredValuefor expensive computations
Critical: Bundle Size
Analyze bundle:
npx react-native bundle \
--entry-file index.js \
--bundle-output output.js \
--platform ios \
--sourcemap-output output.js.map \
--dev false --minify true
npx source-map-explorer output.js --no-border-checksVerify improvement after optimization:
# Record baseline size before changes
ls -lh output.js # e.g., Before: 2.1 MB
# After applying fixes, re-bundle and compare
npx react-native bundle --entry-file index.js --bundle-output output.js \
--platform ios --dev false --minify true
ls -lh output.js # e.g., After: 1.6 MB (24% reduction)Common fixes:
Avoid barrel imports (import directly from source)
Remove unnecessary Intl polyfills only after checking Hermes API and method coverage
Evaluate tree shaking (Expo SDK 52+ experimental unused import/export removal, or Re.Pack only if already configured)
Enable R8 for Android native code shrinking
High: TTI Optimization
Measure TTI:
Use
react-native-performancefor markersOnly measure cold starts (exclude warm/hot/prewarm)
Common fixes:
For React Native 0.78 and earlier, disable Android JS bundle compression to enable Hermes mmap
Use native navigation (react-native-screens)
Preload commonly-used expensive screens before navigating to them
High: Native Performance
Profile native:
iOS: Xcode Instruments → Time Profiler
Android: Android Studio → CPU Profiler
Common fixes:
Use background threads for heavy native work
Prefer async over sync Turbo Module methods
Use C++ for cross-platform performance-critical code
References
Full documentation with code examples in references/:
JavaScript/React (js-*)
| File | Impact | Description |
|---|---|---|
| js-lists-flatlist-flashlist.md | CRITICAL | Replace ScrollView with virtualized lists |
| js-profile-react.md | MEDIUM | agent-device react-devtools profiling |
| js-measure-fps.md | HIGH | FPS monitoring and measurement |
| js-memory-leaks.md | MEDIUM | JS memory leak hunting |
| js-atomic-state.md | HIGH | Jotai/Zustand patterns |
| js-concurrent-react.md | HIGH | useDeferredValue, useTransition |
| js-react-compiler.md | HIGH | Automatic memoization |
| js-animations-reanimated.md | MEDIUM | Reanimated worklets |
| js-bottomsheet.md | HIGH | Bottom sheet optimization |
| js-uncontrolled-components.md | HIGH | TextInput optimization |
Native (native-*)
| File | Impact | Description |
|---|---|---|
| native-turbo-modules.md | HIGH | Building fast native modules |
| native-sdks-over-polyfills.md | HIGH | Native vs JS libraries |
| native-measure-tti.md | HIGH | TTI measurement setup |
| native-threading-model.md | HIGH | Turbo Module threads |
| native-profiling.md | MEDIUM | Xcode/Android Studio profiling |
| native-platform-setup.md | MEDIUM | iOS/Android tooling guide |
| native-view-flattening.md | MEDIUM | View hierarchy debugging |
| native-memory-patterns.md | MEDIUM | C++/Swift/Kotlin memory |
| native-memory-leaks.md | MEDIUM | Native memory leak hunting |
| native-android-16kb-alignment.md | CRITICAL | Third-party library alignment for Google Play |
Bundling (bundle-*)
| File | Impact | Description |
|---|---|---|
| bundle-barrel-exports.md | CRITICAL | Avoid barrel imports |
| bundle-analyze-js.md | CRITICAL | JS bundle visualization |
| bundle-tree-shaking.md | HIGH | Dead code elimination |
| bundle-analyze-app.md | HIGH | App size analysis |
| bundle-r8-android.md | HIGH | Android code shrinking |
| bundle-hermes-mmap.md | HIGH | Disable bundle compression |
| bundle-native-assets.md | HIGH | Asset catalog setup |
| bundle-library-size.md | MEDIUM | Evaluate dependencies |
| bundle-code-splitting.md | MEDIUM | Remote chunk loading safeguards |
Problem → Skill Mapping
| Problem | Start With |
|---|---|
| App feels slow/janky | js-measure-fps.md → js-profile-react.md |
| Too many re-renders | js-profile-react.md → js-react-compiler.md |
| Slow startup (TTI) | native-measure-tti.md → bundle-analyze-js.md |
| Large app size | bundle-analyze-app.md → bundle-r8-android.md |
| Memory growing | js-memory-leaks.md or native-memory-leaks.md |
| Animation drops frames | js-animations-reanimated.md |
| Bottom sheet jank/re-renders | js-bottomsheet.md → js-animations-reanimated.md |
| List scroll jank | js-lists-flatlist-flashlist.md |
| TextInput lag | js-uncontrolled-components.md |
| Native module slow | native-turbo-modules.md → native-threading-model.md |
| Native library alignment issue | native-android-16kb-alignment.md |
Attribution
Based on "The Ultimate Guide to React Native Optimization" by Callstack.
Files
- ATTRIBUTION.mdAdded by AutoGineer873 B
- LICENSELicence file added by AutoGineer1.1 KiB
- POWER.md8.1 KiB
- SKILL.md12.1 KiB
- agents/openai.yaml227 B
- references/bundle-analyze-app.md5.3 KiB
- references/bundle-analyze-js.md6.9 KiB
- references/bundle-barrel-exports.md5.3 KiB
- references/bundle-code-splitting.md7.4 KiB
- references/bundle-hermes-mmap.md4.0 KiB
- references/bundle-library-size.md4.1 KiB
- references/bundle-native-assets.md4.9 KiB
- references/bundle-r8-android.md5.2 KiB
- references/bundle-tree-shaking.md5.6 KiB
- references/images/bundle-treemap-source-map-explorer.png651.8 KiB
- references/images/controlled-textinput-pingpong.png124.2 KiB
- references/images/devtools-flamegraph.png508.5 KiB
- references/images/emerge-xray-ios.png429.4 KiB
- references/images/expo-atlas-treemap.png604.4 KiB
- references/images/flashlight-flatlist-vs-flashlist.png305.9 KiB
- references/images/fps-drop-graph.png148.9 KiB
- references/images/memory-heap-snapshot.png300.8 KiB
- references/images/tti-warm-start-diagram.png124.3 KiB
- references/images/view-hierarchy-flattening.png(opens on GitHub)Not mirrored: opens on GitHub2.5 MiB
- references/images/xcode-instruments-templates.png398.8 KiB
- references/images/xcode-thread-view.png174.3 KiB
- references/js-animations-reanimated.md7.8 KiB
- references/js-atomic-state.md5.1 KiB
- references/js-bottomsheet.md11.9 KiB
- references/js-concurrent-react.md6.5 KiB
- references/js-lists-flatlist-flashlist.md5.9 KiB
- references/js-measure-fps.md5.2 KiB
- references/js-memory-leaks.md5.2 KiB
- references/js-profile-react.md5.7 KiB
- references/js-react-compiler.md7.2 KiB
- references/js-uncontrolled-components.md5.4 KiB
- references/native-android-16kb-alignment.md3.7 KiB
- references/native-measure-tti.md6.4 KiB
- references/native-memory-leaks.md5.5 KiB
- references/native-memory-patterns.md5.8 KiB
- references/native-platform-setup.md3.7 KiB
- references/native-profiling.md4.3 KiB
- references/native-sdks-over-polyfills.md6.1 KiB
- references/native-threading-model.md6.7 KiB
- references/native-turbo-modules.md5.5 KiB
- references/native-view-flattening.md5.1 KiB
references/native-memory-leaks.md
title: Hunt Native Memory Leaks impact: MEDIUM tags: memory, leaks, xcode, instruments, profiler
Skill: Hunt Native Memory Leaks
Find native memory leaks using Xcode Leaks and Android Studio Memory Profiler.
Quick Command
# iOS: Profile with Leaks instrument
# Xcode → Product → Profile (Cmd+I) → Leaks template
# Android: Memory Profiler
# Android Studio → Run → Profile → Track Memory ConsumptionWhen to Use
App memory grows despite JS profiler showing no leaks
Native modules suspected of leaking
Activity recreation causes memory growth (Android)
C++/Swift/Kotlin code under investigation
iOS: Xcode Leaks
Quick Check: Memory Report
Run app via Xcode
Open Debug Navigator (side panel)
Click Memory
Watch graph for continuous growth
Deep Analysis: Instruments Leaks
Image: Xcode Instruments Templates
Xcode → Product → Profile (or Cmd+I)
Select Leaks template (highlighted with orange triangle icon in the grid)
Click Choose
Click Record (red circle)
Use the app, perform suspect actions
Stop recording
Analyzing Results
Red markers = Leaked memory detected
Click on leak to see:
Leaked Object: Type and size
Responsible Library: Which code leaked
Responsible Frame: Exact function
Stack Trace: Full call path (right panel)
Open the responsible frame to jump to source when symbols are available.
Common Native Leak: Missing Ownership
void createNewStrings() {
auto str = std::make_unique<std::string>("Hello");
}Prefer RAII/smart pointers over raw new/delete in native module code.
Android: Memory Profiler
Launch Profiler
Use Android Studio Memory Profiler and select a memory-consumption recording for the target process.
Recording
Start the app
Perform actions that might leak
Watch memory graph for growth patterns
Analyzing Allocations
Memory profiler shows:
Allocations count: Objects created
Deallocations count: Objects freed
Live objects: Still in memory
If allocations greatly exceed deallocations after GC and after repeating the same flow, suspect a leak; confirm via retained objects, references, and lifecycle expectations.
LeakCanary (Android JVM Leaks)
Use LeakCanary as a debug-only first line of defense for Android JVM leaks such as retained Activity/Context references, listeners, and coroutines that outlive a module. It does not see JS heap leaks or JSI/C++ Turbo Module leaks and can report React Native framework false positives.
Common Android Leak: Listener Not Removed
// BAD: Leaks MainActivity on config change
class MainActivity : AppCompatActivity(), Callback {
override fun onCreate(savedInstanceState: Bundle?) {
super.onCreate(savedInstanceState)
EventManager.addListener(this)
// Never removed!
}
}
// GOOD: Remove listener
class MainActivity : AppCompatActivity(), Callback {
override fun onCreate(savedInstanceState: Bundle?) {
super.onCreate(savedInstanceState)
EventManager.addListener(this)
}
override fun onDestroy() {
EventManager.removeListener(this)
super.onDestroy()
}
}Activity Recreation Test
Repeat navigation and configuration-change flows, then check whether old activities or module instances are retained after GC.
React Native note: RN opts out via android:configChanges in manifest, but native code might not.
Use agent-device to repeat rotation/navigation scenarios, capture snapshots/screenshots, and collect device evidence. If it is missing and device verification is needed, install it through the environment's approved/trusted path or ask the user to install or enable it. Read the agent-device skill or CLI help when available before writing exact commands.
Debugging Workflow
iOS
Profile with Instruments Leaks
Trigger suspect actions repeatedly
Wait for red leak markers
Click to identify responsible frame
Fix and re-test
Android
Profile memory consumption
Trigger suspect actions (rotate, navigate)
Check allocation/deallocation counts
Look for classes with 0 deallocations
Fix and re-test
Code Fixes by Pattern
Reference Cycle (Swift)
// BAD
class Parent {
var child: Child?
}
class Child {
var parent: Parent? // Strong reference cycle
}
// GOOD
class Parent {
var child: Child?
}
class Child {
weak var parent: Parent? // Weak breaks cycle
}Missing Cleanup (C++)
// BAD
void process() {
auto* data = new LargeData();
if (error) return; // Leak!
delete data;
}
// GOOD: RAII with unique_ptr
void process() {
auto data = std::make_unique<LargeData>();
if (error) return; // Automatically cleaned up
}Verification
After fixing:
Re-run profiler
Perform same actions
Verify:
iOS: No red leak markers
Android: Allocations return to a stable baseline after GC and repeated flows
Common Pitfalls
Testing in debug mode: Some leaks only appear in release
Not waiting for GC: Force GC before concluding no leak
Ignoring small leaks: They add up over time
Missing cleanup in invalidate(): Turbo Modules need proper cleanup
Related Skills
native-memory-patterns.md - Understanding memory patterns
js-memory-leaks.md - JS-side leaks
native-threading-model.md - Module invalidation
Requirements and compatibility
Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta
“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.
Needs: Needs Node.js
Security
No issues found by our static scan· No issues found
A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.
Attribution and licence
- Published by
- Callstack
- Publisher
- Callstack (Official)
- Source
- callstackincubator/agent-skills · skills/react-native-best-practices · commit 59e9d17
- Licence
- MIT License (redistribution allowed)
- LICENSE (added by AutoGineer from LICENSE)
- ATTRIBUTION.md (written by AutoGineer)
- Synced
AutoGineer is not affiliated with or endorsed by Callstack or Callstack.
Get it from the source
1 of this skill’s files are not mirrored here, so there is no ZIP. Get the complete skill from its source: callstackincubator/agent-skills