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Agent skills
ai-automation

Topic: ai-automation

2,090 skills in this topic.

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
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
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
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
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
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
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
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
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
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
unified-memory Expert skill for CUDA Unified Memory and memory prefetching optimization. Configure managed memory allocations, implement memory prefetch strategies, handle page fault analysis, configure memory hints and advise, profile unified memory migration, optimize for oversubscription scenarios, and compare managed vs explicit memory.
a5c-ai/babysitter 514
Source Maps Expert skill for generating and consuming source maps for debugging compiled code
a5c-ai/babysitter 514
unity-development Unity Engine integration skill for project setup, C# scripting, scene management, prefab creation, and editor automation. Enables LLMs to interact with Unity Editor through MCP servers for asset manipulation, script generation, and automated workflows.
a5c-ai/babysitter 514
unreal-blueprint Unreal Engine Blueprint visual scripting skill for macros, functions, event graphs, and rapid prototyping.
a5c-ai/babysitter 514
Memory Allocator Expert skill for custom memory allocator design optimized for language runtime needs
a5c-ai/babysitter 514
module-systems Expert skill for designing module systems including resolution algorithms, import/export mechanisms, visibility control, namespace management, and cyclic dependency handling.
a5c-ai/babysitter 514
Parser Generator Expert skill for parser generation and implementation using LL, LR, LALR, PEG, and Pratt parsing techniques
a5c-ai/babysitter 514
pattern-matching Expert skill for implementing pattern matching including exhaustiveness checking, decision tree compilation, and efficient match dispatch code generation.
a5c-ai/babysitter 514
Register Allocation Expert skill for register allocation algorithms including graph coloring, linear scan, and spill code generation
a5c-ai/babysitter 514
REPL Development Expert skill for building interactive REPLs with rich editing and evaluation features
a5c-ai/babysitter 514
cloud-cost-estimator Estimate cloud costs across AWS, Azure, and GCP with pricing comparison
a5c-ai/babysitter 514
adr-generator Specialized skill for generating and managing Architecture Decision Records (ADRs). Supports Nygard, MADR, and custom templates with auto-numbering, linking, and status management.
a5c-ai/babysitter 514
chaos-runner Run chaos engineering experiments using Chaos Monkey, Litmus, or Gremlin
a5c-ai/babysitter 514
unity-ecs Unity DOTS/ECS skill for data-oriented design, jobs system, burst compiler optimization, and high-performance gameplay systems.
a5c-ai/babysitter 514