发现 testing security framework internals 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
DSP development patterns for this VST3 plugin. Use when working on audio processing, dsp/ folder, processors, effects, delay algorithms, filters, or any code that runs on the audio thread. Covers real-time safe...
Optimizes resource usage and makes decisions about when to optimize existing resources vs. add new resources. Use when you need to improve efficiency, balance resource usage, or decide between optimization and...
Cross-platform GPU kernel dialect — write once, run on NVIDIA (CUDA), AMD (HIP), and Intel/others (OpenCL 1.2). Use when: (1) writing portable GPU code across CUDA/HIP/OpenCL, (2) porting CUDA kernels to AMD or...
Solves linear systems (Ax=b) using NumPy, JAX, PyTorch, and Lineax. Covers dense, sparse, and specialized (tridiagonal) solvers.
Architecture and implementation details of FastEdgesGeometry. Use when modifying FastEdgesGeometry, understanding its optimization techniques, or debugging edge generation issues.
Robotics Operating System (ROS 1 & 2) expert. Specializes in node lifecycle, transformations (TF2), URDF modeling, navigation, and build systems (catkin/colcon).
Instructions for correct conda usage in opencode
Zero-copy deserialization, async I/O patterns, lifetime management, memory-efficient parsing, and safe handling of unsafe code for SSTable parsing. Use when working with performance optimization, memory efficie...
Use when optimizing agent context, reducing token costs, implementing KV-cache optimization, or asking about "context optimization", "token reduction", "context limits", "observation masking", "context budgetin...
Use when "training LLM", "finetuning", "RLHF", "distributed training", "DeepSpeed", "Accelerate", "PyTorch Lightning", "Ray Train", "TRL", "Unsloth", "LoRA training", "flash attention", "gradient checkpointing"
Use flynt to convert old Python string formatting to f-strings. Activate when: (1) Converting %-formatting to f-strings, (2) Converting .format() calls to f-strings, (3) Modernizing string concatenation to f-st...
Rust development tools including PyO3 bindings, sqlx database access, AGiXT SDK, and Rust-Python interop
Rust 1.92+ 개발 전문가. Axum, Tokio, SQLx 및 메모리 안전 시스템 프로그래밍 지원. 고성능, 메모리 안전 애플리케이션이나 WebAssembly 구축에 사용.
Modern C++ (C++23/C++20) development specialist covering RAII, smart pointers, concepts, ranges, modules, and CMake. Use when developing high-performance applications, games, system software, or embedded system...
Embedding backends (InsightFace/PyTorch+ONNXRuntime vs TensorRT). Use when optimizing embedding throughput or debugging drift/fallbacks.
Create new vision detector plugins following Bob The Skull's detector architecture. Use when adding new detectors like object detection, pose estimation, gesture recognition, or any computer vision detector.
Otimizador automático de código usando análise evolutiva GEPA para melhorar qualidade, performance e manutenibilidade
Use when improving data loading, validation, and IO boundaries in Python research code.
Convenciones y estándares para el desarrollo del motor de reglas en Python
Activates during long sessions or before context compaction. Manages attention markers and ensures critical information survives memory compression.
Copilot agent that assists with performance analysis, bottleneck detection, optimization strategies, and benchmarking Trigger terms: performance optimization, performance tuning, profiling, benchmark, bottlene...
Translate Civilization 5 Vox Populi C++ formulas to TypeScript. Use when asked to translate a formula, add a new mechanic calculation, convert C++ code from CvGameCoreDLL, implement game logic like production c...
Write high-performance, computational Rust code that parallelizes well and allocates memory efficiently. Use when writing performance-critical Rust code, optimizing existing Rust code for speed or memory, imple...
Use when working with Ruby's object-oriented programming features including classes, modules, inheritance, mixins, and method visibility.
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。