Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.

Write efficient C code with proper memory management, pointer

Write efficient C code with proper memory management, pointer

Write efficient C code with proper memory management, pointer

Write efficient C code with proper memory management, pointer

Optimizing token usage and success rate of existing prompts.

Write idiomatic Elixir code with OTP patterns, supervision trees,

Write idiomatic Elixir code with OTP patterns, supervision trees,

Write idiomatic Elixir code with OTP patterns, supervision trees,

Write idiomatic Elixir code with OTP patterns, supervision trees,

Mevcut promptların token kullanımını ve başarı oranını optimize etme.

Large Language Model development, training, fine-tuning, and deployment best practices.

Use when asked to compare multiple ML models, perform cross-validation, evaluate metrics, or select the best model for a classification/regression task.

Diagnose, fix, and optimize GitHub Actions workflows for Rust projects. Use when setting up CI/CD, troubleshooting workflow failures, optimizing build times, or ensuring best practices.

Write modern C# code with advanced features like records, pattern

Write modern C# code with advanced features like records, pattern

Expert guidelines for Solana program development with Rust, Anchor framework, and Web3.js integration

This skill should be used when users ask how to set up, choose, or run a MaxwellLink simulation and the correct solver/driver/HPC/post-processing workflow must be selected.