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Development

Frameworks, languages, and architectural tools.

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framework-internals
538

nccl-communication

NVIDIA Collective Communications Library integration for multi-GPU operations. Initialize NCCL communicators, execute collective operations, configure communication topologies, profile collective performance, and support RCCL for AMD compatibility.

a5c-ai
a5c-ai
development
open
framework-internals
538

cutlass-triton

High-performance kernel template libraries and DSLs. Generate CUTLASS GEMM configurations, implement Triton kernel definitions, configure epilogue operations, tune tile sizes and warp arrangements, and benchmark against cuBLAS.

a5c-ai
a5c-ai
development
open
framework-internals
538

cuda-toolkit

Deep integration with NVIDIA CUDA toolkit for kernel development, compilation, and debugging. Execute nvcc compilation with optimization flags analysis, generate and validate CUDA kernel code, analyze PTX/SASS assembly output, and configure execution parameters.

a5c-ai
a5c-ai
development
open
framework-internals
538

opencl-runtime

Cross-vendor OpenCL runtime management and kernel development. Query platforms/devices, generate portable OpenCL C kernel code, handle vendor-specific extensions, manage contexts and command queues, compile and cache programs.

a5c-ai
a5c-ai
development
open
framework-internals
538

cuda-graphs

Expert skill for CUDA Graph capture and optimization for reduced launch overhead. Capture CUDA operations into graphs, instantiate and execute graph instances, update graph node parameters, profile graph vs stream execution, design graph-friendly kernel patterns, and optimize launch latency for inference.

a5c-ai
a5c-ai
development
open
framework-internals
538

cublas-cudnn

Expert integration with NVIDIA GPU-accelerated math libraries. Configure cuBLAS tensor core operations, generate cuBLAS GEMM calls, integrate cuDNN layers, handle algorithm selection, and support mixed-precision operations.

a5c-ai
a5c-ai
development
open
framework-internals
538

hlsl

HLSL shader programming skill for DirectX, compute shaders, and optimization.

a5c-ai
a5c-ai
development
open
framework-internals
538

console-performance

Console optimization skill for memory constraints and TCRs.

a5c-ai
a5c-ai
development
open
framework-internals
538

place-and-route

Expert skill for FPGA place and route optimization and physical implementation

a5c-ai
a5c-ai
development
open
framework-internals
538

ip-core-management

Vendor IP core configuration and integration expertise for FPGA designs

a5c-ai
a5c-ai
development
open
framework-internals
538

hls-cpp-to-rtl

Expert skill for C/C++ to RTL conversion using High-Level Synthesis tools

a5c-ai
a5c-ai
development
open
framework-internals
538

axi-protocol

Expert skill for AMBA AXI protocol implementation and verification in FPGA designs

a5c-ai
a5c-ai
development
open
framework-internals
538

wireless-protocols

Embedded wireless protocol implementation (LoRa, Zigbee, Thread, Matter)

a5c-ai
a5c-ai
development
open
framework-internals
538

stm32-hal

STMicroelectronics STM32 HAL and Low-Level driver expertise

a5c-ai
a5c-ai
development
open
framework-internals
538

ota-firmware-update

Over-the-air firmware update implementation expertise for embedded systems. Expert skill for delta updates, image signing, update protocols, partition management, and rollback mechanisms.

a5c-ai
a5c-ai
development
open
framework-internals
538

motor-control

Motor control algorithms and driver implementation

a5c-ai
a5c-ai
development
open
framework-internals
538

tket-compiler

Cambridge Quantum (Quantinuum) t|ket> compiler skill for platform-independent circuit optimization

a5c-ai
a5c-ai
development
open
framework-internals
538

qec-code-builder

Quantum error correction code implementation skill for fault-tolerant quantum computing

a5c-ai
a5c-ai
development
open
framework-internals
538

cirq-circuit-builder

Google Cirq integration skill for quantum circuit design and execution on Google quantum processors

a5c-ai
a5c-ai
development
open
framework-internals
538

circuit-optimizer

Quantum circuit optimization skill for gate reduction, depth minimization, and hardware-aware compilation

a5c-ai
a5c-ai
development
open
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