Performance Optimization Bundle

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Included Skills (29)

1. PostgreSQL Code Reviewer — This assistant provides expert PostgreSQL code reviews, helping developers optimize schema design, JSONB operations, and security features to ensure high-performance database implementations.
2. Nemo Mbridge Perf Cuda Graphs — Validate and use CUDA graph capture in Megatron Bridge, including local full-iteration graphs and Transformer Engine scoped graphs for attention, MLP, and MoE modules.
3. Google Cloud Storage Fuse — Mounts Cloud Storage buckets on Google Cloud as a POSIX file system with Cloud Storage FUSE (gcsfuse). Use when interacting with gcsfuse or Cloud Storage FUSE mounts: decide whether FUSE, native gs:// reads, or Filestore/Managed Lustre fits a workload, deploy tuned mounts on GKE, Compute Engine, or Cloud Run, enable and size file, stat, and list caches, tune mount flags (--implicit-dirs) or config files, apply workload profiles, keep ML checkpointing safe (rename atomicity, hierarchical namespace/HNS, close-time finalization, concurrent writers), or diagnose slow training, low throughput, or bill spikes with gcsfuse metrics. Covers mount semantics, gcsfuse CLI and configs, GKE gcsfuse CSI driver (Workload Identity principal:// bindings, profile StorageClasses, sidecar sizing), and Cloud Run volume mounts. Don't use for bucket administration without a mount (google-cloud-storage-basics) or POSIX shared file systems (Filestore, Managed Lustre; use gke-storage).
4. Code Reviewer — Perform thorough code reviews with actionable, prioritized feedback. Use when a user asks to review code, check code quality, find bugs, review a pull request, audit code for issues, or get feedback on implementation. Covers correctness, security, performance, readability, and best practices across languages.
5. NVSHMEM Performance Router — Routes users to the correct NVSHMEM tuning specialist for their specific performance optimization goal.
6. C++ Idiomatic Standards — This guide provides modern C++ best practices and idiomatic coding standards to help developers write safer, more efficient, and maintainable software.
7. PHP Idiomatic Standards — This guide provides developers with modern, efficient, and idiomatic PHP coding practices to improve code quality, readability, and overall application performance.
8. Rust Idiomatic Guide — This skill provides developers with essential best practices for writing efficient, idiomatic Rust code by focusing on ownership, error handling, and performance optimization.
9. Frontend Design Engineer — This skill enables developers to craft memorable, high-quality interfaces that adhere to specific aesthetic design systems while maintaining strict technical and performance constraints.
10. Frontend Dev Guidelines — You are a senior frontend engineer operating under strict architectural and performance standards. Use when creating components or pages, adding new features, or fetching or mutating data.
11. Zig — Modern Systems Programming Language — Zig is a modern systems programming language that delivers high performance, safety, and readability through compile‑time evaluation, explicit control flow, and the absence of a garbage collector. It enables developers to write efficient code that interoperates seamlessly with C, making it ideal for building game engines, operating systems, networking stacks, and as a robust replacement for C/C++. The skill equips programmers with expert guidance to harness Zig’s capabilities and produce reliable, low‑overhead software.
12. Unreal C++ Expert — This skill provides expert guidance for Unreal Engine 5 C++ development, helping developers write robust, performant, and standard-compliant code for complex game systems.
13. Obsess — Perfectionist mode for one target: checked attempts on a UI detail or hot path, keeps the best version, stops on a budget. Only on explicit /obsess.
14. Performance Troubleshooting Assistant — This tool enables SREs and developers to perform methodical system performance debugging and root-cause analysis using Brendan Gregg's proven USE and TSA methodologies.
15. Technology Stack Evaluator — This tool helps developers and architects compare frameworks, tools, and cloud providers by analyzing project requirements, team expertise, and total cost of ownership.
16. React Performance Optimizer — This tool helps React developers identify render bottlenecks and implement targeted optimizations to improve application responsiveness and overall component efficiency.
17. Python Pro — Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python ecosystem including uv, ruff, pydantic, and FastAPI.
18. Vr Ar — VR/AR development principles. Comfort, interaction, performance requirements.
19. Ruby Expert — Helps developers write idiomatic, performant Ruby and Rails code with best practices.
20. Code Refactoring Expert — This tool assists developers in improving codebase quality, maintainability, and performance by applying clean code principles and modern software engineering best practices.
21. Apple Design Advisor — This tool provides developers with Apple Human Interface Guidelines for content components to ensure accessible, performant, and platform-consistent user interface designs.
22. GraphQL Development Assistant — This skill assists developers in designing robust, efficient GraphQL schemas and resolvers while implementing best practices for performance, security, and microservice federation.
23. PHP Expert — Helps developers write high-performance, idiomatic PHP code using modern features.
24. Workers Profiler — Help developers debug and optimize CPU and memory performance in Cloudflare Workers.
25. C# Async Advisor — This tool provides developers with essential best practices and patterns for writing efficient, deadlock-free, and performant asynchronous code in C#.
26. REA Optimizer — Optimize REA analysis workflows for performance bottlenecks while preserving correctness.
27. Animation Craft Reviewer — This tool evaluates animation and motion code against rigorous design engineering standards to ensure high-quality, performant, and polished user interface transitions.
28. Rea Ci Tests Audit — Audit REA CI and test suites for correctness, fixture drift, false passes, and measured performance; use for suite or workflow investigations and efficiency changes, rather than ordinary feature testing or a single test failure.
29. Multi-Agent Code Review — Coordinates a bounded code review from correctness, authorization, and performance perspectives.