Game Performance Optimization
Profile frame time, separate CPU and GPU bottlenecks, then address pooling, draw calls, allocations, and asset budgets.
Original workflows for websites, images, presentations, and everything in motion.
Profile frame time, separate CPU and GPU bottlenecks, then address pooling, draw calls, allocations, and asset budgets.
Investigate Rapid MLX performance, prototype changes, benchmark results, and prepare reviewed improvements.
Official GSAP skill for performance — prefer transforms, avoid layout thrashing, will-change, batching.
Investigate JVM CPU spikes with thread evidence, stack inspection, and bounded method tracing.
Consult Python examples for syntax, concurrency, networking, data work, and performance questions.
Review code for security, correctness, performance, maintainability and testing gaps.
Produce a ranked repository audit covering bugs, risky untested code, slow paths and code bloat.
Display Ponytail’s recorded benchmark results for code size, cost and execution speed.
Review a change and its connected code for correctness, safety, performance and unnecessary complexity.
Use for Vercel cost and performance optimization on deployed projects, especially Next.js, SvelteKit, Nuxt, and limited Astro apps.
React and Next.js performance optimization guidelines from Vercel Engineering.
Apply Vercel guidance for React composition, performance, React Native, View Transitions and deployment workflows.
Apply practical large-model training and operations guidance, and evaluate GPU cluster performance and readiness.
A small library, made with care. More skills are on the way.