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Agent skills
ai-automation

Topic: ai-automation

2,090 skills in this topic.

macro-systems Expert skill for designing and implementing macro systems including hygienic macros, procedural macros, and macro expansion. Supports pattern-based macros, quasi-quotation, and hygiene management.
a5c-ai/babysitter 514
tensorrt-optimization NVIDIA TensorRT model optimization and deployment. Convert models to TensorRT engines, configure optimization profiles and precision modes, apply INT8 calibration, analyze kernel fusion, generate custom plugins, and profile inference performance.
a5c-ai/babysitter 514
stencil-convolution Expert skill for optimized stencil and convolution pattern implementations on GPU. Design tiled stencil algorithms with halos, implement 2D/3D convolution kernels, optimize boundary condition handling, apply temporal blocking techniques, generate separable filter implementations, and profile stencil memory bandwidth.
a5c-ai/babysitter 514
parallel-patterns GPU parallel algorithm design patterns and implementations. Implement parallel reduction, scan/prefix sum, histogram, parallel sort algorithms, stream compaction, and work-efficient patterns optimized for specific GPU architectures.
a5c-ai/babysitter 514
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/babysitter 514
nvenc-nvdec NVIDIA hardware video encoding/decoding integration. Configure NVENC encoding parameters, set up NVDEC decoding pipelines, handle codec configurations, integrate with CUDA for pre/post processing, and manage video memory surfaces.
a5c-ai/babysitter 514
nsight-profiler Expert skill for NVIDIA Nsight Systems and Nsight Compute profiling tools. Configure profiling sessions, analyze kernel reports, interpret occupancy metrics, roofline model data, memory bandwidth bottlenecks, and warp execution efficiency.
a5c-ai/babysitter 514
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/babysitter 514
hip-rocm AMD HIP and ROCm ecosystem for cross-platform GPU development. Execute hipify conversion tools, generate HIP-compatible kernel code, handle CUDA/HIP API differences, configure ROCm toolchain, and profile with rocprof.
a5c-ai/babysitter 514
gpu-memory-analysis Specialized skill for GPU memory hierarchy analysis and optimization. Analyze memory access patterns, detect bank conflicts, optimize cache utilization, profile global memory bandwidth, and generate optimized memory access code patterns.
a5c-ai/babysitter 514
gpu-benchmarking Expert skill for automated GPU performance benchmarking and regression detection. Design micro-benchmarks, measure kernel execution time with CUDA events, calculate achieved vs theoretical performance, generate comparison reports, detect regressions in CI/CD, and profile power/thermal characteristics.
a5c-ai/babysitter 514
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/babysitter 514
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/babysitter 514
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/babysitter 514
cuda-debugging Expert skill for GPU debugging using CUDA-GDB and NVIDIA Compute Sanitizer. Detect memory errors, race conditions, uninitialized memory access, validate atomic operations, analyze kernel synchronization issues, and generate debugging reports with recommendations.
a5c-ai/babysitter 514
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/babysitter 514
zbrush ZBrush skill for decimation and normal map baking.
a5c-ai/babysitter 514
unreal-development Unreal Engine integration skill for C++/Blueprint development, actor lifecycle management, plugin development, and editor automation. Enables LLMs to interact with Unreal Editor through MCP servers for level manipulation, Blueprint generation, and automated workflows.
a5c-ai/babysitter 514
unreal-metasounds Unreal Engine MetaSounds skill for procedural audio, real-time synthesis, and advanced audio graphs.
a5c-ai/babysitter 514
unreal-materials Unreal Engine Material Editor skill for PBR workflows, material instances, shader complexity, and material functions.
a5c-ai/babysitter 514
unreal-lumen Unreal Engine Lumen skill for global illumination, reflections, and dynamic lighting.
a5c-ai/babysitter 514
unreal-gamesframework Unreal Engine Gameplay Ability System (GAS) skill for attributes, abilities, and gameplay effects.
a5c-ai/babysitter 514
unreal-control-rig Unreal Engine Control Rig skill for procedural animation, IK chains, and runtime rig modifications.
a5c-ai/babysitter 514
unreal-chaos Unreal Engine Chaos physics skill for destruction, vehicle simulation, and cloth physics.
a5c-ai/babysitter 514