Add unsigned integer (uint) type support to PyTorch operators by updating AT_DISPATCH macros. Use when adding support for uint16, uint32, uint64 types to operators, kernels, or when user mentions enabling unsigned types, barebones unsigned types, or uint support.
Copilot agent that assists with performance analysis, bottleneck detection, optimization strategies, and benchmarking Trigger terms: performance optimization, performance tuning, profiling, benchmark, bottleneck analysis, scalability, latency optimization, memory optimization, query optimization Use when: User requests involve performance optimizer tasks.
Copilot agent that assists with performance analysis, bottleneck detection, optimization strategies, and benchmarking Trigger terms: performance optimization, performance tuning, profiling, benchmark, bottleneck analysis, scalability, latency optimization, memory optimization, query optimization Use when: User requests involve performance optimizer tasks.
Advanced semantic vocabulary and architectural patterns for the OCTAVE format. REQUIRES octave-literacy to be loaded first
Fundamental reading and writing capability for the OCTAVE format. Basic structural competence without full architectural specifications
Specialized workflow for transforming verbose natural language into semantic OCTAVE structures. REQUIRES octave-literacy to be loaded first
Idiomatic Rust patterns for pikru C port. Use when writing or reviewing Rust code ported from C. Don't write C in Rust - the goal is correct behavior, not line-by-line translation.
Build in buffers for unknown unknowns and don't optimize to the edge. Use for capacity planning, deadline estimation, architecture design, and risk management.
嵌入式与 no_std 专家。处理 no_std, embedded-hal, 裸机开发, 中断, DMA, 资源受限环境等问题。触发词：no_std, embedded, embedded-hal, microcontroller, firmware, ISR, DMA, 嵌入式, 裸机
Macro and procedural metaprogramming expert covering macro_rules!, derive macros, proc-macros, compile-time computation, and code generation patterns.
零成本抽象与泛型专家。处理泛型, trait, monomorphization, static dispatch, dynamic dispatch, impl Trait, dyn Trait, 泛型, 特征, 单态化, 零成本抽象
智能指针与资源管理专家。处理 Box, Rc, Arc, Weak, RefCell, Cell, interior mutability, RAII, Drop, 堆分配, 引用计数, 智能指针
Rust 编程专家技能。处理所有 Rust 相关问题：编译错误、所有权、生命周期、并发、async/await、性能优化等。触发词：Rust, cargo, 编译错误, ownership, borrow, lifetime, async, tokio, Send, Sync, Result, Error
Const generics and compile-time computation expert covering const fn, type-level computation, const evaluation, MaybeUninit arrays, and compile-time validation.
Advanced lifetime expert covering HRTB, GAT, 'static bounds, trait object constraints, type system conflicts, and lifetime elision edge cases.triggers: - lifetime - HRTB - GAT - higher-ranked - 'static - trait object - one type is more general - lifetime conflict--- # Advanced Lifetime and Type System Expert ## Core Question **Why won't this type conversion compile?** The type system's boundaries are often surprising.
Ownership, borrowing, and lifetime expert. Handles compiler errors E0382, E0597, E0506, E0507, E0515, E0716, E0106 and provides systematic solutions for memory safety patterns.
Performance optimization expert covering profiling, benchmarking, memory allocation, SIMD, cache optimization, false sharing, lock contention, and NUMA-aware programming.
Helps with AMX Mod X (Pawn) coding conventions and best practices.
Guide for implementing custom weapons using OOP-style patterns in AMX Mod X. Use when creating new weapons or extending existing ones with the Custom Weapons API.
Create GPU config files to support existing MaxText model definitions on AMD GPU clusters. Use when the user wants to add a model, create a config, support a new model, or asks about model configs, parallelism, batch size, OOM, quantization, or .gpu.yml files.
Performance optimization guide for Capacitor apps covering bundle size, rendering, memory, native bridge, and profiling. Use this skill when users need to optimize their app performance.
