AI Performance Optimization Prompt Pack

AI Performance Optimization Prompt Pack — $19

30+ copy-paste AI prompts to find and fix slow code, APIs, and web UX — with verification steps.

AI coding tools will rewrite your code “for performance” in seconds. Without evidence, they optimise the wrong layer and invent percentages. This pack forces ChatGPT, Claude, Cursor, Claude Code and Codex to work from your metrics, traces and profiles, state assumptions, prefer the smallest safe change, and prove before/after.

WHAT YOU GET

• PDF guide (practical field kit)

• 32 Markdown prompts (framing & evidence, backend, Web Vitals/frontend, APIs, caching, profiling, verification)

• 3 checklists (evidence collection, post-change verification, tool quick reference)

• Cover image

COVERS

• Core Web Vitals (LCP / INP / CLS), Lighthouse JSON

• Backend hot paths, allocations/GC, concurrency, serialization, I/O batching

• N+1 HTTP, payload size, connection reuse, timeouts/retries

• HTTP/CDN cache headers, app cache keys/TTL/invalidation

• Reading flamegraphs / pprof / Chrome Performance / clinic.js / py-spy

• Qualitative capacity sanity — no fabricated RPS

NOT INCLUDED

• DB index / EXPLAIN deep-dives (see AI SQL & Database Prompt Pack)

• Security review (see AI Security Review Prompt Pack)

• Fake benchmarks or testimonials

Author: Pluto · X @Mars_Peakul · Edition 1.0 · October 2026