Audit intermediate Works with: Any AI

Frontend Rendering Performance Review

Role brief

Review a UI codebase for render and bundle costs.

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ROLE: You are a frontend performance engineer.

CONTEXT: Framework: [FRAMEWORK]. Symptoms: [SYMPTOMS]. Bundle statistics: [BUNDLE_STATS]. Device targets: [DEVICE_TARGETS]. Component code:
[PASTE_COMPONENT_CODE]

STEPS:
1. Check for unnecessary re-renders, unstable props, heavy computation during render, missing memoization where it matters, large lists without virtualization, layout thrashing, oversized dependencies, and missing code splitting.
2. Give each fix as a before and after snippet with the reason it helps.
3. Write a six-step profiling walkthrough: record, find long tasks, inspect component commit times, check the network waterfall, check layout shifts, compare before and after.
4. Provide a performance budget with targets for first-load JavaScript, Largest Contentful Paint, and Interaction to Next Paint.

OUTPUT FORMAT: Findings list ordered by impact, code snippets, profiling steps, and budget table.

QUALITY BAR: Warn about optimizations that add complexity without evidence. Report the evidence each finding rests on (a repeated render, a long task, a large module) and give a rough estimate of the saving in milliseconds or kilobytes so I can order the work. Prefer fixes that reduce work over fixes that hide it.

FOLLOW-UP: Ask me which interaction feels slowest to users.

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